diff --git a/s24/AmFam_Ashwin/31_Web3/Lecture Code/Lec31_Web3_Solution.ipynb b/s24/AmFam_Ashwin/31_Web3/Lecture Code/Lec31_Web3_Solution.ipynb
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@@ -0,0 +1,11274 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Web3: Scraping Web Data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 0"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "\n",
+    "# The documentation is only 1 page!\n",
+    "# https://beautiful-soup-4.readthedocs.io/en/latest/\n",
+    "from bs4 import BeautifulSoup"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1: HTML table and hyperlinks\n",
+    "In order to scrape web pages, you need to know the HTML syntax for tables and hyperlinks.\n",
+    "\n",
+    "#### Warmup 1a: Add another row."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<table>\n",
+    "  <tr>\n",
+    "    <th>University</th>\n",
+    "    <th>Department</th>\n",
+    "  </tr>\n",
+    "  <tr>\n",
+    "    <td>UW-Madison</td>\n",
+    "    <td><a href = \"https://www.cs.wisc.edu/\">Computer Sciences</a></td>\n",
+    "  </tr>\n",
+    "  <tr>\n",
+    "    <td>UW-Madison</td>\n",
+    "    <td><a href = \"https://stat.wisc.edu/\">Statistics</a></td>\n",
+    "  </tr>\n",
+    "   <tr>\n",
+    "    <td>UW-Madison</td>\n",
+    "    <td><a href = \"https://cdis.wisc.edu/\">CDIS</a></td>\n",
+    "  </tr>\n",
+    "  <tr>\n",
+    "    <td>UC Berkeley</td>\n",
+    "    <td><a href = \"https://eecs.berkeley.edu/\">Electrical Engineering and Computer Sciences</a></td>\n",
+    "    </tr>\n",
+    "</table>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1b: Does indentation matter?\n",
+    "\n",
+    "**Answer:** No!"
+   ]
+  },
+  {
+   "attachments": {
+    "image.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![image.png](attachment:image.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1c: Consider the following HTML...\n",
+    "\n",
+    "`<a href=\"https://www.google.com/\"><b>Google</b> It</a>`\n",
+    "\n",
+    "* **DOM** stands for *DOCUMENT OBJECT MODEL*\n",
+    "* An HTML page looks like a *TREE*\n",
+    "* `<b>Google</b>` is an *ELEMENT NODE*\n",
+    "* `href` is an *ATTRIBUTE*\n",
+    "* `\"It\"` is *TEXT* (also a *child*)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<a href=\"https://www.google.com/\"><b>Google</b> It</a>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2: GET Syllabus Information\n",
+    "\n",
+    "Read the contents of the page: `https://cs220.cs.wisc.edu/s24/syllabus.html`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "454"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "url = \"https://cs220.cs.wisc.edu/s24/syllabus.html\"\n",
+    "r = requests.get(url)\n",
+    "\n",
+    "# make sure there is no error\n",
+    "r.raise_for_status()\n",
+    "\n",
+    "# read the entire contents of the page into a single string variable\n",
+    "contents = r.text\n",
+    "\n",
+    "# split the contents into list of strings using newline separator\n",
+    "content_list = contents.split(\"\\n\")\n",
+    "len(content_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2a: Find all sentences that contain \"title\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['    <title>CS220</title>']"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "title_sentences = [sentence for sentence in content_list if \"title\" in sentence.lower()]\n",
+    "title_sentences"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2b: Extract title tag's value"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "    <title>CS220</title>\n",
+      "<title>CS220</title>\n",
+      "['<title', 'CS220</title', '']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'CS220'"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "title_tag = title_sentences[0]\n",
+    "print(title_tag)\n",
+    "title_tag = title_tag.strip()\n",
+    "print(title_tag)\n",
+    "title_tag_parts = title_tag.split(\">\")\n",
+    "print(title_tag_parts)\n",
+    "title_details = title_tag_parts[1]\n",
+    "title_detail_parts = title_details.split(\"<\")\n",
+    "title_detail_parts[0] # finally, we are able to extract the title tag's data\n",
+    "# Takeaway:  It would be nice if there were a module that could make finding easy!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Learning Objectives:\n",
+    "\n",
+    "- Using the Document Object Model of web pages\n",
+    "    - describe the 3 things a DOM element may contain, and give examples of each\n",
+    "    - given an html string, identify the correct DOM tree of elements\n",
+    "- Create BeautifulSoup objects from an html string and use prettify to display\n",
+    "- Use the BeautifulSoup methods `find` and `find_all` to find particular elements by their tag\n",
+    "- Inspect a BeautufulSoup element to determine the contents of a web page using `get_text()`, children, and attrs\n",
+    "- Use BeautifulSoup to scrape a live web site. "
+   ]
+  },
+  {
+   "attachments": {
+    "image.png": {
+     "image/png": 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dsaKu9e5m837P2x4JWhC29K9NlbxLF+Qj6ly4KXMD8eQh/AY+7ObmRcJQ87aU8FO0qNtrr73yzHXjooULFzohg8frwAMPzFMPooPkJoT5IUrwQvmCcGEOWXTx873wnBECScimLwg/koDQBl5BRBVz20gWQr20T8jnb7/95i9J+IrNzPXDI4WnEAGXX/HtcA3eSubFxRbvgcQ7iVeTEE3EXrSoY204xF90oR8IWIQxohGh5ksyUcc56XJMRdSla6O3Va8iIAIFJyBRV3B2ulIEREAERGBrEPCiDrGxpevUrZofhBK60Mt9g9BFwhcj241BG3i6EE1zhuT11MUTdQg0Qh2dUIwVdbhd5m3y/vW4OiBYEDtSEHVuzt2f/865IzSTjJi+5CPqXMZMsmd2rmn2TtlA3OG1JMyUPqRY8hN1XuzEE3U0wRw0ko8w54wQxdiCEGLOHCGTJGR5+umnDY9gvLlxhCT+3//9nxNju+22m5tHN2LECCcay5Ur55K2UF9+hUyVhIpyzQ033JDf6e4415xyyinumv/85z8Jr0Ggvf76606gIYIJ88xP1EUfJzQT8epLfqLOn5cqx4KKumQ2ehv0KgIiUHACEnUFZ6crRUAEREAEtgaBwhR1K+eadagehBiSCbJr7cRbjyvMZg/KX9StXRLMy0so6uYHmSQJ6SQ0klIQO1IQdUa4JcsWYAuidOGYTSOWn6jjTMJKyZzJ3EI8mYhf5tf9+kKwBMKm2hK+y0/UkaGRLIqJRB3z3Ug4gneNEMPoQsZFlhFgbhnHqlev7oQTgo6NZCnRBW8d4m+//fZzIpGMmcwto+199tnH+vfvH316wvcsi7Dvvvu6kE0Su6RSEGeINEITH3300YSXENr5xRdfROYFkg0zWhDF84LhbWPZAjx1HGcpCF9SEXXpcCyoqEtmo7dVryIgAgUnIFFXcHa6UgREQAREYGsQKExRR6gkSVIQWMwf22w9tzgdzC/8siCiriB2FIeoc93/dwkEQjE/PzkIxSR09Mc78mbvjIOKXUUl6hAXZF5kDhohh5dddpmxlAGijfDGeKIOe/DWEZZJGCRz7xBBeAGvvPLKyFy/BF2J7GY9O5KO4KkjDNPP6YucEOcN1xxzzDEuQQrrxSXyCMLr7bffdgINr9uff/65xaKOeXbx5tRhZrocJeriDK52iUAJICBRVwIGQSaIgAiIgAikQaAwRR1zzoa9GiQSIbnJor/iG4LYI6ySdeGKQtQVxI7CEHUkQCG0knmFscX1edOi4M5rBx8/XxDPXwpr1RWFqEMQsZ7dSSed5MTKHXfcEVl7Ds9UMlGHAMOThWcOzxZeOsQTmSBTLSynQAglwvCoo46KLCOQ7HquIVSTuXJkvSR7Z2yhX8whxOtI3awrh4drSz112Ei2TbJyRpeCcJSoiyao9yJQcghI1JWcsZAlIiACIiACqRCIFnVdzrbc5TMTbkb2SsRJokQpiLSZ/YOQQsTNdzcEIYp4zhBaaxa5um3OULOR71ju8llFI+oKYscWi7q5Zh1PDubKdTotmCdHds+1S4MkMYRnjmljNn+EGTw2rg8ya076KgjnJPMn3rt8SlGIOpKH4KVDlJEl8ssvv3RWeFFEMhQ8dSxzQPHZNr2phHySQZLryWBJeCdhj6kWRFbr1q2doMQDxjpvCEUSqHCMOX6EaOI1JLSRgjhjfTySuPikL3jhEHtcw9xCzn/11Vcj2Tt9mOaWiDrm8pFwBa/k6aef7uYowo/lEiZOnGh9+vRJi6NEXap3ic4TgeIlIFFXvLzVmgiIgAiIwJYS8KLOJTdhXbl7Em+Dm5qtW55Y1GELHrgf7w/WvCP5SucaZr+9HKzJNvx1sx/uDhYXZ87dkolFI+oKYseWijr63efmQKCxnAPr0E3pHqzP9/0tZtP7BAuqM+cQHhyb1DWYX/dvNk2bnL93qyhFHfPsmKNGqn5EFRvr2yGc8Ew1bNjQrW0Xm50S0cUabog6EqawZl66BbGER43QTewgmcsrr7zi5rYh+B5++GG79NJLjbBLXxBurBvH8gxcw9p2JEVhPtybb75p1157bWSZhAsvvDBy7ZaIOtpkyQX6yjIPJIrp3r27vfvuu26tuzZt2jhbUuUoUedHU68iULIISNSVrPGQNSIgAiIgAvkRYL00Qv/ISJnfxgLfZJZM5KlzbbHu2lyz3jcGi3cjFhEtfmO+HUlCvrnMDO9VUYRfFsSOLRV1rJk3rU+wVh199P2l/6xfhwez67nB8gueCa9sCFy8mmuiwjMTjFtRiDo8cnjCatWq5ea1IeBq1qzp5sXhlWKhcsIqEXfnnHNOnvXiuHby5MkuBBLv1RlnnOGWNkhgfsLdeLuGDx/ulkZgTh8iDeHERugknsJjjz3WEH++EPqJwERk4U3EbuzkGl6Zo0cSFxY1j15aYUtEHSIMbxzz6mJtZF/fvn3T4ihR50dTryJQsghI1JWs8ZA1IiACIiAC+RFgUWyWAkiWqdIfY/4XwoOwQkIov6gVZJycH7NGGGnsEWx4pLrWMfv81CA0kXT+1DH6g0AcYtuGVZY78cugrh5XmWFPdCFsc8TbwfFv60cfCd5jz4CHzbqca4YnMbqkYwfXsWj51G+Dtkj0smR8dG3BYud43Og3x5fFzONy1/c0I7MnSVA6nuiEnP3yQsBjzi9mQ/4bLPvgj3c5x+yX5zYtRp63xc0+EXZIeCQLhV911VXGQtnRhRT+JAbheL169aIPufeESuL1Ovfcc61p0028CGscOnSoXXPNNS7jJdez3hzLGrRs2dJOO+00J9gIYZw5c2akXgRS27ZtnZCqWLGi4akqaEEgkp0Tb9sVV1zhwhuZ51e7dm279dZbrXnz5i5RTGz99BnvHElWEKNcg6eP/rdq1colc4m+htDQb7/91jGinQkTJkQfdslOEG4w4HjsfD2uZ84gyWBYVoH24Mli7IjOdDgiZjmftvBU+vX2ttTGPB3SBxEQgbQJSNSljUwXiIAIiIAIZDSBjRucgMtd/ndK2R2LjEVx2sHSBSvnWO6KGfH7zJw/RO/SaU7UFlmfC1Ax8+UIcUQo+YJHjPltrHEXXRBhJFhhbhkJS1hrjvMKo1A3mTVJdII3K5XCNYhMrom2P5VrC3IOrEgkA4PYOYTpcCxI27pGBESgaAlI1BUtX9UuAiIgAiIgAiJQQgggZFj2gFBHFihnHpuKCIiACGQCAYm6TBhF9UEEREAEREAERCApAbxizMMj0yVz3qpWrWosCK4iAiIgAplAQKIuE0ZRfRABERABERABEUhKgJBI5pWxhAHZJ8kCqSICIiACmUJAoi5TRlL9EAEREAEREAERSEiAhCAkCsFLR9ZH1mhTEQEREIFMISBRlykjqX6IgAiIgAiIgAjEJUDilL/++suqV6/uljLwi5LHPVk7RUAERCCEBCTqQjhoMlkEREAEREAERCB1AmR2ZFmD3r172/fff6+5dKmj05kiIAIhISBRF5KBkpkiIAIiIAIiIAIiIAIiIAIiEI+ARF08KtonAiIgAiIgAiIgAiIgAiIgAiEhIFEXkoGSmSIgAiIgAiIgAiIgAiIgAiIQj4BEXTwq2icCIiACIiACIiACIiACIiACISEgUReSgZKZIiACIiACW06ABahXrFjhEmVMnz7dFi5caGRGzOZC///55x+bNGmSLViwIJtRqO8iIAIiEFoCEnWhHToZLgIiIAIikA4BMiAiXNq3b29NmjSx2267zV599VUbOnSoE3rp1BXWc9etW2dz5syxVatWRbqAyH377bftuuuus08++SSyX29EQAREQATCQ0CiLjxjJUtFQAREQAQKSABvFIKuQYMGVrp0acvJyXFbqVKl7JhjjrEuXboYoi+Ty/r162348OH2xBNP2HfffRfp6uLFi+2WW26xnXbaybR+WwSL3oiACIhAqAhI1IVquGSsCIiACIhAQQgsW7bMnnzyyYiY86KOV4Rd1apVbfLkyQWpOjTXLF++3J5//nkn3urVqxexW6IugkJvREAERCC0BCTqQjt0MlwEREAERCBVAiw8vc8++8QVdQi7ChUqWPPmzVOtrsjOIzxy4sSJxmu8kt/xeNf4fVzbv39/Q9B16NDB77biEnVbYnvEWL0RAREQARGIS0CiLi4W7RQBERABEcgUAiRHQSjhkYv20EW/33HHHe3BBx8ssi5jw9q1a43XRAXRM3jwYLv++usNz2Jsye947Pl8pr38wkrjibpU7I3XXqJ96dqOzfnZ7ftHWGkyrols0n4REAERyCQCEnWZNJrqiwiIgAiIQFwCM2bMsN122y2hqNt5553t5ZdfjnttQXciNJYuXWp//PGH/fjjj/bVV1/ZTz/9ZOPHj3cCL7peBN+gQYOsZs2atvvuu1vfvn2dwCOJy6xZs9z5yY77DJZDhgyx0aNHO0GEd5JrqGvcuHG2evVqY9/PP//sbPDte1GHsL3vvvvszz//tO+//97NMxw4cKC7FlHmC2JrypQprh5eo0u8Y/n1zV/PtfSVPvfu3dt69eplw4YNs7lz5/pTIq/YQ9u//vqrde/e3fEdOXKksndGCOmNCIhAthGQqMu2EVd/RUAERCALCSxatMh5wLbddtvNhB37DjnkECeACgsNgg6x9N5777lELOXKlXOeQoTTpZdeaj/88EPEu4RAQTzVqFHD2YY9iEw2QkbfeOONpMdbtmzpslm2a9fOdt11V7vgggts6tSpdu+99zqBuP3229sll1zikqSQ7RPRePPNN0e66kVd2bJl7YwzzrDatWsb70kogw0XXXSRE01e2CFUH3nkEatSpYo9+uijkXp4wzH2cYxz8usbtlPwtiHKHnjgAddn2t9hhx3cuDzzzDM2bdq0SDvUifAj6Q3jBlOSvJx44on2zjvvRM7TGxEQARHIJgISddk02uqrCIiACGQpAUQDXp/jjz/eEDk+9JKQzIMPPtiefvrpiMgqDER4nfAiITYOO+wwJ9jOOeccJ0IQS6eccoohNClLlixxQqh69erOLgTN6aef7rx2CLT3338/6fGOHTs6UffBBx84IXbsscfaCy+8YCeccIKdddZZduSRR9qhhx5qXbt2dYlSqJ/lC3zxom6bbbZxbMgGet5557nt8MMPt+22286OOuooGzFiRMTexo0bO9GFZy+60Bf2Icg4J7++YTteRkQo4rFMmTIuaQ0i9PLLL7cjjjjCiba77rorsgwDa+ldccUVrq/YddNNNzmhDD+uUxEBERCBbCQgUZeNo64+i4AIiEAWEkDYIbTq169vJ598shN4derUcd606HXbCgONb+vcc8914YEIJ9aD+/zzzw2vHd4yQhx9WbNmjfM+ITb33ntvJ/iogw3Rk99x7EfU4eWrVKmSXXnllZGQS7yCzZo1c/P0yH6ZSNQhqBCThGwiSmmzR48eztOIEG7UqJETvgi1VEUd/cvP9pUrV1qrVq2cJxORRvv0m+t69uxplStXdhv7KSyUfvTRR1v58uWdSMVzx4Zob926tUeqVxEQARHIKgISdVk13OqsCIiACIiAn7vFPLPCFnOeLkJs3rx5NmHCBL/LCSXmqx1wwAEuTPKLL77IcwxR4kVdbKIUbE523Is6rkfUdevWLVK3f+OXNEgk6uKtU0e9H374oeHF23///Z0wTFfU5Wc7nJhLiHePBeFZT9Bv9BlvJbaxvh4FgXzHHXc4cUq4KHMGqUNFBERABLKZgERdNo+++i4CIiACIlCkBJhbhzAaO3as9enTx5599lnba6+9nKgj9NCX/IRPfse9qEN8EU66cOFCX3XktSCiDvtZvw8vHvPkEKWFLepmz57t5tHhwSQEE4+g35j7h+Cj7dtvv931Ba/cgAED7LjjjnPhosw7xAOJEERMq4iACIhANhKQqMvGUVefRUAEREAEipwAAuPvv/+2zp072zXXXGOnnXaaXXbZZbbffvs5URe9Vlx+oi2/417UMV/vzLUocBEAACAASURBVDPPjNu3gog6KiJzKAlT9thjD+ctRNT5eXMkY4ku0ccI0aTkZzsZL8lMiqeONfQeeuihzTaSrxBe6gvCjuQyzLtDJBMeyjxBkq2oiIAIiEA2EpCoy8ZRV59FQAREQASKnAAC5/HHH3fzwRo2bOiWKGA+GCGDZKmMFXXDhw+PhF8SYhhdEEbJjkeLOpKjxCsFEXXMbWPtPDyA++67rwtzJMPlww8/7IQU4ZLRJZGoS2Y7oZNnn322VaxY0T7++OPo6vK8j/XC4UXEI/n666+7eX8kdLn44ouLLKQ2jzH6IAIiIAIljIBEXQkbEJkjAiIgAiIQfgIIkFGjRlmFChXsoIMOcvPA6BUChqULYkUd57O+HHPifJgj57PGG9keEVfJjpOExWe/LKioY2kAliHw4gkhSegl89cIvyTpC0IKcfjSSy+5rJjnn39+RERx3fTp0+3aa6+NZL+kD/n1DSHYtGlTN0fuwgsvdGGU9Ndfy/xC5iYSwkqBye+//+7CQP3nb775xiWJIanKmDFj3Hn6RwREQASyiYBEXTaNtvoqAiIgAiJQLAQQHiyejfeItdQQZIQZEjJIhkfE3ptvvukyVGIQYom12BB7ZHVE5LAWGwlPXnvtNSNDZLLjCL8tFXXMaSNrJolHWKCc1wcffNAtKYAw9clXyEr59ddfu+QlhGTicWS5A+wly+Yuu+ySR9Tl1zdEHYuys3wCNtStW9dl3WQh9X79+rmMlldffbU1adLEjR1z8Fi2oUWLFs5OvIBt27Z1wpPModiuIgIiIALZRkCiLttGXP0VAREQAREocgIIGebTsS4eIgcv12OPPebmjCE8EHusVXfrrbdGbCHk8s4773RhiKyfx3lkfaxWrZpb1DvZccI6Cyrq/GLi2MmSCLTNkgvMcaN9BNRzzz0X8eDRN9pjDhvXIMRIWsK6eFWrVnWhkH6dOt+5ZLbT/urVq61Tp05O2CFs4UM4Jq/UxRIGiGAKog6RiW3MxaNNzuE9y1XgtVQRAREQgWwjIFGXbSOu/oqACIiACBQLAYQKYYEIDdZ/u+qqq6xNmzbWvHlzlzSFxchbtmwZscWHLzJfjRBNruFazsHzl+w4IYq0Vbt2bbv//vsjdUa/Yd7dJ5984gQmWTh9oW6ySXIdNpHQhXX8mOeG6Ozdu/dmC7NjCwlUuIbzmCfIuWT4xF4WL8eT5ksy22mfAi/WpSMpCmGYp556qtWqVcsaNGjgks3graTQD7yD7IcTtnIe1+HNVBEBERCBbCQgUZeNo64+i4AIiIAIFBsBBM2iRYsiwojPJPiIXYvOG4QnjHlridZey++4r6cgr8yjw7aZM2c6IZlfHdiCyKJ/qZRUbWdOHf0ny2Wi4uvCVnnnElHSfhEQgWwhIFGXLSOtfoqACIiACIiACIiACIiACGQkAYm6jBxWdUoEREAEREAEREAEREAERCBbCEjUZctIq58iIAIiIAIiIAIiIAIiIAIZSUCiLiOHVZ0SAREQAREQAREQAREQARHIFgISddky0uqnCIiACIiACIiACIiACIhARhKQqMvIYVWnREAEREAEREAEREAEREAEsoWARF22jLT6KQIiIAIiIAIiIAIiIAIikJEEJOoycljVKREQAREQAREQAREQAREQgWwhIFGXLSOtfoqACIiACIiACIiACIiACGQkAYm6jBxWdUoEREAEREAEREAEREAERCBbCEjUZctIq58iIAIiIAIiIAIiIAIiIAIZSUCiLiOHVZ0SAREQARGIRyA3N9dWrFhhs2bNsunTp9vChQtt48aN8U7VPhEQAREQAREIDQGJutAMlQwVAREQARHYEgIbNmywSZMmWfv27a1JkyZ222232auvvmpDhw51Qm9L6ta1IiACIiACIrA1CUjUbU36alsEREAERKBYCOCNQ9A1aNDASpcubTk5OW4rVaqUHXPMMdalSxdD9KmIgAiIgAiIQBgJSNSFcdRkswiIgAiIQFoEli1bZk8++WREzHlRxyvCrmrVqjZ58uS06tTJIiACIiACIlBSCEjUlZSRkB0iIAIiIAJFRmDmzJm2zz77xBV1CLsKFSpY8+bNi6T9devW2cSJE43XrVG2dvtbo89qUwREQASyjYBEXbaNuPorAiIgAllGgOQoiCo8ctEeuuj3O+64oz344IOFTgZBNXjwYLv++usNb2F+hRDQwgwDTbf9/OzTcREQAREQgZJJQKKuZI6LrBIBERABEShEAjNmzLDddtstoajbeeed7eWXXy7EFs3Wrl1rgwYNspo1a9ruu+9uffv2dQKPxCxk3/QFEcdn9vfu3dt69eplw4YNs7lz5/pTbP369TZ+/Hh3/fDhw23VqlWRY7xhzuA///zjjv/yyy/ufart56lIH0RABERABEJJQKIulMMmo0VABERABNIhsGjRIuct23bbbTcTduw75JBDnABLp85k5+IhGzhwoNWoUcO1RxsIRzbCQFu2bOkuR6yNHDnSHnjgAbe/bNmytsMOOzh7nnnmGZs2bZo7b/ny5fbiiy/avvvua0cccYT16NEjEs6JJxIB+NRTT9muu+5qJ510kjueSvvJ+qBjIiACIiAC4SEgUReesZKlIiACIiACBSSAeML7dfzxx9v2228fEXaEZB588MH29NNPG+KosMqSJUvs0UcfterVq7u2EGunn36689pdcMEF1rFjR+ddmzp1ql100UVWpkwZl6zlkksuscsvv9wJN0JC77rrLueVw7Z58+a57J3sJ2PnkCFDXB1Lly619957z9i/9957W4sWLSyV9gurr6pHBERABERg6xOQqNv6YyALREAEREAEioEAwu7XX3+1+vXr28knn+wEXp06dZwgig1nLAxz1qxZ40IqmbuH2MJbiA1shEuuXLnSWrVq5eb6HXXUUc5TyDGu69mzp1WuXNlthHBSuAYRiChEmBLWSSjmV199ZVWqVHFeukceeSTiwcuv/cLoo+oQAREQAREoGQQk6krGOMgKERABERCBYiLg57CNGzdus7lphWkC7eAd9KIuNlEKnjeEGeGWLITOOnp+4zrE20477WRPPPFExCzqHDFihBOl5cqVc9cfffTRzkvHGnx46HzJr31/nl5FQAREQATCT0CiLvxjqB6IgAiIgAiUQAL5iarZs2e7eXSIM0IwGzVqFNluvvlmJ9jwwN1+++15esd8PZKu7Lnnnk4wspg6oZ1+/p0/Ob/2/Xl6FQEREAERCD8Bibrwj6F6IAIiIAIiUAIJ5CeqyHhJRk48dfXq1bOHHnpos415eR988EGe3hGGyRINZ599thN1XH/nnXfm8dJxQX7t56lUH0RABERABEJNQKIu1MMn40VABERABEoqAUQVc958+OXixYvzmEr4JcKsYsWK9vHHH+c5Fv0BEeeLz3RJYheSq+DJq1SpkhOHH374oZun58/Nr31/nl5FQAREQATCT0CiLvxjqB6IgAiIgAiUQAKIsdGjRztRh/j6888/nZWsH7dgwQLnWWvatKmRGfPCCy908+lIlELhWubgTZgwwcaOHev2IejYh+eOuXYsb/DSSy+55RBYKoHPX3/9dSRRSn7tR4tF14D+EQEREAERCC0BibrQDp0MFwEREAERKMkEEGHMc2PtuPLlyxsCjgXGu3XrZq+99poTdT/99JMdfvjhxry6unXruvXlWKqgX79+1rp1a7v66qutSZMmrpurV692oo25dHjnHn/8cSfgWHT8hhtucMlSjjzySBswYIALvcyvfbJvqoiACIiACGQGAYm6zBhH9UIEREAERKAEEiDkkvluhFiyJh5LG+Blq1atmrG+HEKtU6dOTtgh/rbbbjt3Lq/MlSOz5ZtvvumWQRg8eLBbn4716Bo2bOiup8t43Px6dyx1cOqpp7oMmYi6/NovgchkkgiIgAiIQAEISNQVAJouEQEREAEREIFUCCC4pk+fbg8//LDVqFHDZalknbyWLVsaYZgUhB3r0pEUhTBMRFmtWrXcQuOdO3d28+QIuyTUkv1cHy/T5ZgxY+zSSy811t7jXNpOpf1U+qFzREAEREAESjYBibqSPT6yTgREQAREIAMI4DVbvny5kRwlWWFOHeewbEFhllTbL8w2VZcIiIAIiEDxEZCoKz7WakkEREAEREAEREAEREAEREAECp2ARF2hI1WFIiACIiACIiACIiACIiACIlB8BCTqio+1WhIBERABERABERABERABERCBQicgUVfoSFWhCIiACIiACIiACIiACIiACBQfAYm64mOtlkRABERABERABERABERABESg0AlI1BU6UlUoAiIgAiIgAiIgAiIgAiIgAsVHQKKu+FirJREQAREQAREQAREQAREQAREodAISdYWOVBWKgAiIgAiIgAiIgAiIgAiIQPERkKgrPtZqSQREQAREQAREQAREQAREQAQKnYBEXaEjVYUiIAIiIAIllUBubq6tWLHCZs2aZdOnT7eFCxfaxo0bS6q5ce3C3nnz5tmkSZPca9yTwrIzd6PZ6oVmSyaarZwTFqtlpwiIgAiUOAISdSVuSGSQCIiACIhAURDYsGGDE0Lt27e3Jk2a2G233WavvvqqDR061Am9omizKOpcuXKltWnTxurWretei6KN4qozd/1qswlfmPW81mz468XVrNoRAREQgYwjIFGXcUOqDomACIiACMQSwLuFZ6tBgwZWunRpy8nJcVupUqXsmGOOsS5duhiiLwxlyZIl1rhxY9thhx3svvvuC4PJiW1ct9zsl+fNWpYz+/a6xOfpiAiIgAiIQFICEnVJ8eigCIiACIhAJhBYtmyZPfnkkxEx50Udrwi7qlWr2uTJk0PRVYm6UAyTjBQBERCBYiUgUVesuNWYCIiACIjA1iAwc+ZM22effeKKOoRdhQoVrHnz5lvDtIRtrlu3ziZOnGi8RheJumgaIX2/cV0wj5BXFREQAREoBAISdYUAUVWIgAiIgAiUXAIkR0Ec4ZGL9tBFv99xxx3twQcfLDGdQMgNHjzYrr/+esPLGF0SiTpCTFNN+kKoaTrhpjBM5/xoe9373A1mG+OEt6YTfpmojs0a+3cH51tunKO5Zk5MxTsW7/QEtsc5NbKLtkkCE6/Q9uzBZt9db7Y279jmPR071yfoQ94z9UkEREAEJOp0D4iACIiACGQ8gRkzZthuu+2WUNTtvPPO9vLLLxcZh7Vr17rwzhEjRtjPP/9sw4cPtwkTJtjSpUs3a5NzBw0aZDVr1rTdd9/d+vbt6wQeCV3I2hkt6u69916XwfO3336zPn362I8//mh//fWXrVmzZrN6EWVcTz29e/e2Xr162bBhw2zu3LmRcxGF//zzjw0ZMsRGjx7thBxeTuzBjnHjxm3mOYxcHPsGYbNiltmcoWbTe5tN7WU29zezlZvas/xEXSp1IHzInkk7S6earVlk9s8ws2m9zGYNDI4hsHI3WO7ymWZzfjab3M3s7wHB+fHEVyrt0l/OWzYlqHPJeLM1i4M+0t+Z/c0WjjXbuHYTGd7PGmTWuablfrCH2fS+gcCbM9Ryl88KzkP0Uec/v5pN6R7UM3+k2aoFm+rROxEQARGIISBRFwNEH0VABERABDKPwKJFi5zXa9ttt91M2LHvkEMOccKlsHuOSGL5ge7du1v9+vXtuOOOsz322MMOP/xwu+yyy+yDDz6wKVOmGJ4wCh66gQMHWo0aNZyd2IbgZCN8tGXLlhFRt/3229u1115rb7zxhlWrVs2J1vLly9u5557rBFi0Z239+vU2cuRIe+CBB1w9ZcuWdYlW6Pczzzxj06ZNc+2vWrXK2rVrZ7vuuqtdcMEFNnXqVEM4Ii5p75JLLrHx48fnjwmhhRDp/4BZ272CRCjvlDf7+BCzn582Wx60l1TUpVrHmiVm/e8xa7272fe3m/3R3Ox/1cxa7WT2XgWzHlebzf3dbP4Is/6NzT46yKxlKbN3dzHrc7PZ4kl5+5Nqu1y1dqnZwEcCgUYGT9r+rGrQLu13rROIMryUiDVEZqcaZs1zzFr8awN2wOiPlsE5iNPvbjD76JCgD9TT8USzEe/ktVOfREAERCCKgERdFAy9FQEREAERyEwCiBq8Uscff7wTJz70kpDMgw8+2J5++umIsCosAgg11sF76aWXnCjCU0j7CLYTTjjB9t57byPs88YbbzS8YRS8cI8++qhVr17diTrE1+mnn+68doisjh07RkQdtlMHQvHWW2914aPUX6ZMGTvppJOcIKNOhCXi7KKLLnLHSAqDOLv88svtiCOOcDbcddddhqBjQ2iSIfTYY4+1F154wdl61lln2ZFHHmmHHnqo8wgmZYTnC4/Z1xcF4gmR0+0Ss28uN/vkiECo/HiXueUMEnnq0qkD71jfmwOR1O4gs89PdmItt1c9s/ZHBIKy85nBsgkdT7TcXtebfXW+WZsqZghNhJ731qXTLhDWIigbB20jKj+rZvZt/cAe+k1WTwTZkinBuT89ava/6oGo41in05zXzr66wGx8R7PVC8y6Xxlw++Qosz43Bey4BoYqIiACIpCAgERdAjDaLQIiIAIikFkEEHa//vqr85idfPLJTmDVqVPH3nvvPSdmCru3hEB+9dVXzsu21157ueybeLlY/JzQy7feessOO+ww22mnnezxxx83wi4pXEeIJMIT0YaXEdvZEGg+/BJRhygjjJKCZ46wTsTjLrvs4sQZ+1nXrlWrVm5O4VFHHeU8ktRFOz179rTKlSu7jRBLL+rwEFaqVMmuvPJKF3K5evVq++GHH6xZs2b5it/c9SvNRrYKhA7ChHBDvF8b1phN7Rl41BBA7E8g6tKqw4s6vG8IKMIWHZC1Qfgiwo1jXc4xW/RXMEeNBc9/fioQVwhBQjY5ko7tXBAt6vBCEvJJob943PAK4i0c/UGwHwbsx1OHd271ouDc3PWBsFw5x3I/Pcbs3R2DpR7w7rERtjq6dVCH/hUBERCBOAQk6uJA0S4REAEREIHMJeDnljE/DBFTVGX+/PkuFJL15Ahh9CGWvj2E0qeffmrlypVzIZEkc6FgH15FL+qSJUq5++67fXXudcGCBc4Lhwfwsccec/sI/2R+Hnaw4Drr9fmNdvAAIiyfeOKJiKijbURdt27d8tSf0odV8wLvE2Kq721BeCMhjmyIE7xShBQOfjyhqLN06vCijjoHBX2O2LlyThAOSYgj4Y2+MBdu7vDAk4bAnDcqOJJOu1zhRd07Zc163+hrD14RiiRDibbLtfvbJlEXmyiFvnx/5ybv4oy+5ljkrVmfREAERGAzAhJ1myHRDhEQAREQARHYcgI+OQtz6EiOEq/MmTPHeduYw8YC6JR0RF3s4uMkXiGLJwLunnvucfXNnj3biUbEIyGYjRo1imw333yzE3xVqlSx22+/PSLqttlmGxeWSvho2mXF7E3z6AjB7Ndo08Ycts41g9DHfrcnFnXp1JFM1CHSvqgVzJ+LFnV0iiQubfcK5sPN+D7oZjrtckW0qOt7a15UHBtw/78hnsFYuMQqCFvvqYsVdXjlSODCnECEYrt9A48dgtiHiOZtRZ9EQAREwBGQqNONIAIiIAIiIAKFTACvnF9GAcHkvXCxzXgvGuvkvfvuu+7wloq6hx56yIm6O+64w9VHxktCMhF69erVM47HbszjYy6dD79kTt2ZZ54Za25qn1fMCoQSnjrmlw14aPONuWWEJCYIv0RwueyQqdSRVNTND5KVxHrq6AkCrt1BQTvT+wR9S6ddrkgq6kii8mAg6vC+UfLz1HGOT6jCHMQ2ewfirud1QeKZoBb9KwIiIAKbEZCo2wyJdoiACIiACIjAlhNATO25554JwxiZH8fcugMPPDDPOYg65sb58MvFixfnMcbPqUOkxfPUxYo6hOPZZ59tFStWtI8//jhPXdEfsCda1JEcpUAF71iXs4O5ZH99lLgKPE+JRF06dRSmqEunXXpWIFE3fJOnDtvjllwz5v0Nfz2YY0dSla8vDpLLxD1fO0VABLKdgERdtt8B6r8IiIAIiECRECB08brrrnNz5q655hqXgRLBRkFAkfHy1VdfdZkmjz76aLe0gT/GGnGIOrx8f/75p7uGRCrMmSNxSuPGjZ3nLRVRx5y8pk2bGpk0L7zwQjefjkQpvi2OIy7Hjh1bOKKOkMLBTYN5YYRfEjpI4hCKE3LLzFjTjTXcEom6dOooTFGXTrv0J21Rt9Fs/uhA1LWuYrYgGFu3lt3qBYFom/e7Gcs0UDaQ7OWbTdk1F44J9utfERABEYghIFEXA0QfRUAEREAERKAwCLDmHIuBH3DAAU6ANWjQwGWqZH5dv3797L///a/z0JF9Mnrhc0I3WTeOeXasO4cgIxsmSUtee+01Y45cOqIOO3766Se3Nh7z6urWrWs9evRwC4xjR+vWre3qq6+2Jk2aFI6oc+GDP5m1P+zf0MG6QRbK2UPMZvQLsjiydlz/JolFXTp1FKaoS6ddbpJ0RZ3lmi2dZvZ+pX+TxTQNsmGyGPrw1wIBzFIIf7QIFjQnmcuYtkH2TrJlsnC6igiIgAjEISBRFweKdomACIiACIhAYRBgOQHmqrHmGwKNNeRYyBtxRfgkSxLcf//9tnz58jzNEXJ55513upBJvx4dGSpZZJwELOmIOiom02anTp2csEMsbrfddq5uXrEDT+Gbb75ZOKKOBjesMpvwRSDsEDAsKeBf3ykfhBT+/lZiUZdOHYUp6tJpl3PTFnWsWfFvhkt4sAA5Yo0lDEiOsnhcsAxCq52CuX4IvH/fu3X31q2gVRUREAER2IyARN1mSLRDBERABERABAqPAJ6yX375xWWXrF27tp1yyiku42TDhg1dxksfkhndIuGZ06dPt4cfftgtVs4C5PXr17eWLVu68MsWLVrY+eefb7xGF9bAI+HKeeedZ2+88Ub0ISfsWJeOpCiEYZ566qlWq1Ytw4PYuXNnt54da9d98803hp2IzS0qCDvWpSMpCssYfH6q2Ze1zHo3MJvQ2WzdyiDc8K9PzLqeazb02c2bS6EOF8L52ytBG349OF8TYYwDHnYLoedODLKL+kNuoe9vrzP75jKzf4ZFdrs3qbTLiYgsvGpd65gNeyVvHRwb+V5w7PeosSAEddl0s4EPm3Wu4RYgd4KN7JzYO65DwIhjHU8OmMFw+bS89euTCIiACEQRkKiLgqG3IiACIiACIlCUBBB4hE+muj4eoZh48Uh2UpiFOXXUiT3FUphTRxISwhsLWgqjjoK0XVTt5uYGnkq4xJZ/j+UunxkIx9jj+iwCIiACMQQk6mKA6KMIiIAIiIAIiIAIiIAIiIAIhImARF2YRku2ioAIiIAIiIAIiIAIiIAIiEAMAYm6GCD6KAIiIAIiIAIiIAIiIAIiIAJhIiBRF6bRkq0iIAIiIAIiIAIiIAIiIAIiEENAoi4GiD6KgAiIgAiIgAiIgAiIgAiIQJgISNSFabRkqwiIgAiIgAiIgAiIgAiIgAjEEJCoiwGijyIgAiIgAiIgAiIgAiIgAiIQJgISdWEaLdkqAiIgAiIgAiIgAiIgAiIgAjEEJOpigOijCIiACIiACIiACIiACIiACISJgERdmEZLtoqACIiACIiACIiACIiACIhADAGJuhgg+igCIiACIiACIiACIiACIiACYSIgURem0ZKtIiACIiACIiACIiACIiACIhBDQKIuBog+ioAIiIAIiIAIiIAIiIAIiECYCEjUhWm0ZKsIiIAIiIAIiIAIiIAIiIAIxBCQqIsBoo8iIAIiIAIiIAIiIAIiIAIiECYCEnVhGi3ZKgIiIAIiIAIiIAIiIAIiIAIxBCTqYoDoowiIgAiIgAiIgAiIgAiIgAiEiYBEXZhGS7aKgAiIgAiIgAiIgAiIgAiIQAwBiboYIPooAiIgAiIgAiIgAiIgAiIgAmEiIFEXptGSrSIgAiIgAiIgAiIgAiIgAiIQQ0CiLgaIPoqACIiACIiACIiACIiACIhAmAhI1IVptGSrCIiACIiACIiACIiACIiACMQQkKiLAaKPIiACIiACIiACIiACIiACIhAmAhJ1YRot2SoCIiACIiACIiACIiACIiACMQQk6mKA6KMIiIAIiIAIiIAIiIAIiIAIhImARF2YRku2ioAIiIAIiIAIiIAIiIAIiEAMAYm6GCD6KAIiIAIiIAIiIAIiIAIiIAJhIiBRF6bRkq0iIAIiIAIiIAIiIAIiIAIiEENAoi4GiD6KgAiIgAiIgAiIgAiIgAiIQJgISNSFabRkqwiIgAiIgAiIgAiIgAiIgAjEEJCoiwGijyIgAiIgAiIgAiIgAiIgAiIQJgISdWEaLdkqAiIgAiIgAiIgAiIgAiIgAjEEJOpigOijCIiACIiACIiACIiACIiACISJgERdmEZLtoqACIiACIiACIiACIiACIhADAGJuhgg+igCIiACIiACIiACIiACIiACYSIgURem0ZKtIiACIiACIiACIiACIiACIhBDQKIuBog+ioAIiIAIiIAIiIAIiIAIiECYCEjUhWm0ZKsIiIAIiIAIiIAIiIAIiIAIxBCQqIsBoo8iIAIiIAIiIAIiIAIiIAIiECYCEnVhGi3ZKgIiIAIiIAIiIAIiIAIiIAIxBCTqYoDoowiIgAiIgAiIgAiIgAiIgAiEiYBEXZhGS7aKgAiIgAiIgAiIgAiIgAiIQAwBiboYIPooAiIgAiIgAiIgAiIgAiIgAmEiEFpRl2tmazearVhvtmydNjHQPZBJ98DydWarN5ht4A9dRQREQAREQAREQAREICmBUIk6nu9WbTCbuNRswByzrlPN2o03e3+sNjHQPZBJ90DrcWYdJpv1mmn2xwKzeavNpO+SfpfroAiIgAiIgAiIQBYTCI2o44Fu8VqzzlPNrvnerHx7s5y22sRA90Am3wOl25kd08Xs2d/Nxi6WsMvi/6vUdREQAREQAREQgSQEQiPqR+ypUgAAIABJREFUCLP8cLxZpU/1EJ/JD/Hqm+7vePdA2Y/MrupnNn15km8zHRIBERABERABERCBLCUQClHHvJrh88327qgH3ngPvNqn+yIb7oGd2ps9/pu8dVn6f5W6LQIiIAIiIAIikIRAKEQdSROe+10P7tnw4K4+6j5PdA9s86HZYZ3Nlq5L8o2mQyIgAiIgAiIgAiKQhQRCIeoWrDG7pI8edhM97Gq/7o1suQf2+J/Zb/Oz8JtaXRYBERABERABERCBJARCIepmrzQ7qJMe3LPlwV391L2e6B6o+KlZh0lJvtF0SAREQAREQAREQASykECJF3VkvZy01Gy7dnrQTfSgq/26N7LlHti5vVmzEVn4Ta0ui4AIiIAIiIAIiEASAiVe1K3PNRs8Vw/t2fLQrn7qXk92D+zwsdl9Pyf5RtMhERABERABERABEchCAiVe1K3daPb1dD3oJnvQ1THdH9lyD5T7yKzBgCz8plaXRUAEREAEREAERCAJgRIv6lZvMPt0oh7as+WhXf3UvZ7sHvDr1SX5TtMhERABERABERABEcg6AiVe1K3aYNZuvB50kz3o6pjuj2y5B5hbe1mfrPueVodFQAREQAREQAREICmBUIi6jybooT1bHtrVT93rye4BPHVX9k36naaDIiACIiACIiACIpB1BEq8qCP8khTmyR70dEx8dA9kxz3AnLp6P2Td97Q6LAIiIAIiIAIiIAJJCZR4Ubdmg1nnqSk8sLbJtZyWiy3n2VGRbZtnR1n5F0dZhZe0iYHugZJ0D+z80igr/dymv9WcZ8dYzqsz8v3xBlHXsH/S7zQdFAEREAEREAEREIGsIxAKUfdlKqLu/bWW88B3lnPQKZGt9CGn2OHVT7GqJ2gTA90DJekeOOr4U6z84Zv+VnMOPdNyLn4yJVF3o7JfZt1/VOqwCIiACIiACIhAcgKZI+reW205t31mOTk52sRA90DY7oEyZS3npOsk6pJ/X+uoCIiACIiACIiACMQlkNGirnTp0lahQgVtYqB7oATeA+XLl98kviXq4n5Ba6cIiIAIiIAIiIAIpEIgY0Vd2bJlrVatWta4cWNtYqB7oATeA7fccosT2867LlGXyve1zhEBERABERABERCBuAQyVtRVrlzZRo0aFbfT2ikCIrD1CcybN8/OPPPMwFsnUbf1B0QWiIAIiIAIiIAIhJaARF1oh06Gi0C4CUjUhXv8ZL0IiIAIiIAIiEDJISBRV3LGQpaIQFYRkKjLquFWZ0VABERABERABIqQgERdEcJV1SIgAokJSNQlZqMjIiACIiACIiACIpAOAYm6dGjpXBEQgUIjIFFXaChVkQiIgAiIgAiIQJYTkKgrghtg/fr1tmbNGretXbu2CFpQlSIQfgISdeEfQ/VABERABERABESgZBCQqCvkcUDEDRkyxL788ku39ezZ03Jzcwu5FVUnAuEnIFEX/jFUD0RABERABERABEoGAYm6Qh6HBQsW2BVXXBFZVHmfffaxdevWpdXKhg0bbM6cObZw4cK0riuqkzdu3Gj0a+bMmZEm4u2LHDRzQnbZsmU2e/ZsywRvZX79je57cbzfWvcI7f7zzz82f/78Le6mRN0WI1QFIiACIiACIiACIuAISNQV8o1QGKJuyZIl9vTTT9tHH31UyNYVrLoVK1bYBx98YC+//HKkgnj7IgfNnJDr16+fPf744zZ16tToQ1vt/ZYIkvz6W9yd2lr3yNKlS61Zs2b27rvvbnGXJeq2GKEqEAEREAEREAEREAFHIOtEHQ/2c+fOdd4GXnlI9QVvDJ/xRHhvBPsovOKdYD/XLV682HmjmDv3999/Oy8WD/6FIepmzZplBx54oNWvX9+btlVf6XOdOnXyiLp4+6KNhMVrr71me+yxhw0dOjT60FZ7z9i++OKL9vbbb6dtQ379TbvCLbxga90jeJCrVatmF1544Rb2wEyibosRqgIREAEREAEREAERcASyTtTh4Xjqqafsv//9r/3f//2fde3aNXIrrFq1yjp37uyOcfyVV14x9lEIJXzjjTfcMe9Fo66vvvrKGjdubPfee6916NDBhRvGC79kXt3y5ctdWCXCMllJ9YGdehCaXnj6OhPt98fTeaXuUaNG2f777+/mCnJtvH2xdZZEUYfgrlevnhurWHuTfU6lv8muL4pjqd4jtF2Y94NEXVGMpuoUAREQAREQAREQgS0jkHWijnlhpUuXdnPett9+e7v11lsjBBctWmQNGjSIzIfba6+9InOHmBt20EEHuWNlypSxs846y/73v/9ZhQoV3L5tt93WDjvsMBs3blzcOXVeMD7xxBM2YcKESJvx3kQ/sCMoEIMISN77woP6xIkTnfcMYcc5eA0T7feikvMQXPHmuXHO6tWrI0KWtrD7ww8/tGOOOSayP94+zuV6jiGe4EW4ZiJPHef6DKG+T/6VY9jIcd9/vGzs9+3QD+Yckmk0utB/BDie1GhenMMxvKp43SjUt3LlStdn304sZ86L7S/XsY+NwpxJ2qN+Csfhy75o+/K7zl/rGWKLr9NVHPVPKvcIp3N9vPsEWwrCWKIuahBi3nIP+Xua13h/Y/6S2Ay50fdJbD3RdSZ7T3tcu6XXY2OyOmiH+yedUtj1pdO2zhUBERABERCBbCAgUVcAUYcoPOSQQ+zoo4+OCEAE4k033ZQw/BKhc8kll9jee+9t7du3T3pv8cB+wAEH2JVXXmm//vqrtWnTxlq2bGmDBg1yQoIHdYThPffcY7vuuqu1atXKzb/jeLz9P//8s3uAZ44edSHS8FAOHjzYpk2bFhEOiIkuXbq4rJ1eTCB0b7vtNrd5o+Pt40Hvzz//dN5K5ly9+eabjkesqKNehNXAgQOdV/SLL74w7EMs+ILQQjB/99139ttvv1nr1q3tvffecywQc7///rvrA+GdP/zwgxNmPGQi/H766Sd7//33rUWLFjZgwACbPn26r9axo9/US6Gdzz//3Lp37+7agQ2hmXDxgo3zYvuL8OWar7/+2o0372mP63joHj9+vOP71ltvWa9evWzs2LGuvWTX+Yf8kSNH2meffeYEse9DvEQ7+d0jNJjoPoF3QRhTp0SdG8rN/kG0MCY+6y2viTLfMp7c1/5cvP3c0xTGjHvWH0vnlfuQHyy25HpCYuP1JdoO7O3fv7+zmR/J8hN4+dXH3yR/q6NHj3bfDZyvIgIiIAIiIAIikB4BiboCiLqcnBzbZpttbIcddrAjjzzSqlat6rx033zzTUJRh0ggPJNQzVQ8dfvuu6+r9+qrr7YzzjjDtYPQ69u3r3sgf+edd5ygw2uIF+2UU06xZ555xuLtJ4yUhy/s3WWXXeyoo46ygw8+2AnTRo0a2R9//OHuGh4Ijz/+eDv55JOdqOFhjQfE6tWr26effurOibcPQYL4vOCCC5xn7thjj7UTTjjBvY8WdTyw4smEAVlBsYG5g4R24sH0AgzRx3XUQbjkqaeeGhHRCNO6devaSSed5PZxfe/evZ237Pvvv3csGBME93777eeErxdosYKEh3A4H3HEEXbNNde4dg4//HBnV58+fRL2lzmVZ555puOI4KS/hx56qJ1zzjk2efJkZ9+ee+7pxgSet9xyi6sr0XXnnnuuE448KNesWdN22203Zz91HnfccW7umasg6h9vO/devHuEUxFuie6HgjCmzliGUSal/TaT5tQh5hE7fDf4jXs82gPnAfEjAT8A+fP4u7zzzjvdYYQ/P/r4Y+m87r777k5Ibsn1/A3F60u0HXz3lStXzt3//LA0fPhwJwR9/2JfU6lvp512stNOO80eeOABGzNmTL5CMbYNfRYBERABERCBbCcgUVdAUVe2bFm77LLLjAyPCJrXX3/dhf0VVqIUPHoIFn7FxgPVo0cPq1KlinuAxyuGAMDzh/jBQ8cv/QiKePtnzJjhRB2hoiS4+PHHH52H6pFHHnGihn4Qskg4Xtu2bZ1XjD8MPAp4whBH1J1oH32+9tprnchkniIPeXin7rjjDmefT5TCeXj98C7efvvthpfu448/dtciZO6//34Xsobg4DPiDK8aYqhdu3aGN5QH5U8++cToE6/URdsIt06dOrn5ctjMdv755ztmf/31l7M9VpAgjAixRVQyl5J28EjQtk8EEo8B59WoUcN4iEawMTa0jTeVtipWrOhEImGPeA4RVpRE13Ec28477zzHi/mceC7wmsITERBbsD3ZPcL5ie4T2BWEMXXGMoy1K53PEnWBAAyDqCtVqpT7W+Ke33HHHSOik6gFfgRK9kNVPFEXXR/996LRf6/6H3jSuZ90rgiIgAiIgAhkM4GsF3X8Yu4LD8833HBD5AEj0Zw6fqnGw4N4iS2FJerwyl133XWR6nkAxhOE14zif+1H5OCR8SXRfjx1CKCbb77Zn+rm6fHLOA9qiMHYgtB7/vnnrVatWpFfzmP34bkj3JAHvbPPPjvyiz0CMTr7JV46hCe/yF9++eWR+mjTP9zDGyGE4OB9tK2ICUQeXktfEEk8UJKNkfo5hwdI2ubX/oceesj1DYFEiRUkCCMEHfb4Qp14DJgfSYntL/s45/TTT3c2+rA5fz11YhPeUEJI4e5Louuw/ZdffnHej+gx99fFe6Wd/O4Rrkt0PxSEMfXFMoxnW6r7/Li7B/oyZS3npOssp60l3cp9ZHZjMJypNlMs58UTLgXx1FFPt27dnKcWbzMb9xI/8HjhwytiinvUn8Mrfxvc61tyPT/AxOsLPwgxR5YfGfiO9HOJsYW//UcffTQh52T1EV2AN37nnXeO9K98+fKunXgV8n1DfcwjRvhxD/E5XuHvinmp3Ossq8K96732nE+YZ3RGY/5W8Kyyjx8++HtNVLdvjzr40Y26CWVnLnG8ubCcx/8NRENQL23RF+zxIbP0JV6odX798Lbwmg6f6Ov0XgREQAREIPwEsk7U8R+8f4DYbrvtnLeL/8j5TxdvFMLJPzwlEnU8UBF+F68UlqjjIS56SQOSgvDAj9eMkuhhPdH+eKKOUC/mb+FZwusVW3jIwBtItk9fYvfBjrlkiLXHHnvMn+aEVbSo4+EIryPsySIaXZgn9+yzzzoPGaGU8QQHD0KEmEaLOlgz7xBWFGxBYHbs2NGFc3IuXje8qZRYQeKFEXX4Amc8f4h2Smx/2Yct1M2DNA9c0YV+EoZLyCgP9WRFJeQ02XVcQ+gebJiLmErB9vzuEepJdD8UlHEsw1RsTXQObPk7cn9vEnUOE99D3F+IM7/hWWdOqf9e4rVSpUrOq+zP4XXIkCEuedCWXE9yH38/RrcXLVD5u8O7748n+z6kU/nVh4jCS+3rI6QcL3t0QazwPcGPH3jV+bEJbz/fG3jXJ02aFPmhiHP5YYfvJebIEgFw4403ujUz+W7wUQf8YOMzGpMRGY854afPPfecq5t9/F3G8xrSBqwQwazZyHcfXvuHH37YtcmPZIyDL9jOHFu88NTL/F3qZU5v06ZNXcIuBC7fVdhOSbUf/txU+Xib9CoCIiACIpBZBLJO1PEfLeKABwgyVvJgzPwpkkfwKzRhQf7hIpGoi/fQ4W+LZKKOX2Gjfyn218S+Jntg92KDBwoeIgjB45diXxLtjyfqeKhBsPGAyK/70YWHS0IoyfhJKCMl0T4SpDBXj9BKHkQosZ46+g5nfoV/8MEHIx49zkV48IBGKCkJVBIJDoRSIlGHbVOmTHFC+NJLL3XhkDykFUTUIZ7hHK+/2Ms9hBjhPootCEv6ipBjnhQPw8zXY9wTXcf5PMwhjJmjRLv5lVTuEepIdD8UhDH1SdTFH5l4woX7GbGFuIjeCCm+6KKLIt8z0eGX8WrnhwPEg/9e4pU5m4xhKiXd6+P1hfuY+5T7G28UP1Z4e/jOxDudqCSrD9u4l/HK+/piRSLfKXxHMFcQzzrn8d3tw0CZ38ffLKHPnEt7JDFifizn+jmA/IgHa+b0UqIzGlMf34N853s7eOV8wsjxwvlCG3zPk8gIb2n0+bynLr6XEYf0jcLfjT+X/uF9hSHhpv56ruP7lh+FKKn2I10+rnL9IwIiIAIikHEEsk7UERrDg7P/j5T/8BEk/IfLf6rR/8kWpqjDK4aoYe5VtAiLd0el8sBOPwid9EII0YYI4+En3n5+FaafCAweBtn4VZpkJCTbIDyJh4hhw4Y5bxf2Ej7Ig5G3N94+7PceFxJ7EI5I6BK/nCMYsY8HUh48eDDCu8V5zDUj1JK5OPwajgeSkEYelgoiOLCNZC6IOLx9eNyY58hnshAiqmIFCZx9llE/Dt4jiqhL1N9E4owHVDjyAA8DvIZ4OqnLh3PFE4OwQZCSOIYNIQAXeCGY4c8DNZkxfSbNVO4R+pToPsEe7u/oEFf6lUw4U18sQ8+tIK/+vnF/ixnoqeP7BO9r7MYPG/ww5L+DwiDqCNHmhwf+lpg7SvbfaPv5Tk1U4ok6Xx/ZYRFHzBf29cEH75Uv/m8b0cX3NccJCW/YsKFLUsR1fG8TRs0PVdzHJFJiP2NA3YR4cpwfYu6++25XdbSo41zGhO8Dvg/5m/X2MD5c439swR7mAiMSfRt8zyDUENu0yX5+pMEzR/+jRZ2/hjnCcEQA+muwoU6dOi4CINV+pMvHc9WrCIiACIhAZhHIOlHHf4CE7/BA6/8j5RXB4wWO/8+8MEUdDxCIGR4wCCFKVlJ5YEeksDQBYoikHvz6zIMLoijefgQGDxmIBsKR2MiayTw1HqoQFgg/RBcPS3h4eFD7z3/+EzE13j4O+l+UmdvGwxYPQNTPey/qOA+bEV5km+ShibBHFmqHMw9hjAuloKIOEcoDEp5AwqywnQdqwp1GjBixmSDJT9Ql6m8iUUdikm+//dZlrLzrrrtcuBfZLy+++GInEBNdR5/xbBIqxi/1PBjyAMoaivBBFDPvBtGLKGesUrlHPPN49wOiUaLO3W6F8k884eK/R/J7DYOoS9QHhM2JJ57okkUlApkqGwQbLMgG65MbUSf3Pm1gA6KHEHm+T/mbITSV7zWOIRTx9PO3wb3tz2euLz+G8AMH9bL0AyVa1PF/AIKOMHT+3hCulStXdnVQD9+zhIlSqJ/vSfazEb7OdwwRDS+99JLzzrOf/vA9R5uxog5Bx984oaOEXEeLSP//Tqr9SIcPSbVUREAEREAEMpNA1ok6htHPb+AXUTwTtWvXtvvuu8+JrRdffNEtLM7i4qSK50GAglhCNLGfhwoyR8YreFX4dZbz2HgIJ2TJhxhSJ16ZZIW2CCcifMcXfoEmPJT5XhQe7HnIeOGFF9xSAsxJ4cECYRFvP23y8INoYL4K2RuvuuoqJ7LwAlEfYgqhxfwQPFaEHfmlDGgz3j5vH+3ygMU11O/7z4NL9AMaD3hki2RZAmwghT9hpFzrC/ZjG4kZfIEfQomQJV9g/eSTT7pxwX48PxynTsaKhyXsoE+E12I/bfmkDp4zdfgSzTlRfxF7iGifht5fyy/5eCjxlGIDG/bwoElJdJ2/nodUeDNfCTY8jCKs8WgiCBl77zHwtie7R6g30X3CA2O6jKkvlqG3vSCvme6pI8yOcEHEQvSGQPBChIf/MIg6RA+JltjwmPHjCV58ljEh1DFZiSfqCNlEyFCfF0deWPHDiC8+BBoRxHm88t3o183jBwvYcszPSeXvjB9EvDcULx7fj3jXEHd831GiRR3nRs/jow5Cwr1teOKItMAeloBBsHGMMSaxkvficR3fgf46BB9ho9Gijn7Czod0cg3fS/4axCSJnlLpR0H4eLZ6FQEREAERyCwCWSnq/BASLsfDMg8dxVFoD29VYRYe2nlIie1D7P7oOXXYwQMD50QXPiPOeFDgHERetL3x9kVfn8572kLERGfuTOf6ROdSr6/Tv49lk+ja2P0F7S/t0qb/QSC23vw+wx9xGW03dTLO/EBQkOKvj66zIPUU5jWZLuoQLIgOxET01qpVKzc31D/Eh0HUEfLID1n84ENoJN59fpxBrORXuOdi1/BD7JBghAy1XpTBg3lyTZo0ifztcM8TJu5ZIaYQdl5gRr8iNPkRhb8RoiEQcnjvvADDq4hw896qZKKOH/74gc+3S7ZP7MUexJ3fz3w+krD4wncaCVH8cYQmCaOiRR0Ckh8SfeFvnR/k/DVENxAGn0o/CsLHt6tXERABERCBzCKQ1aIus4YyeW+iRV3yM3VUBIqHQKaLuuiMkdFE8TonWnw8+jz/nh8XSkKilIL+oBBP1Hk2/GjE2pg+6QnCBqHWoUMH131+4MBrhXjiGB4+wtgJsUZgRm+ITUQ0BVvxRiOWCO32nlE8ayRb4oefZKKOMUKseaHlbcKeUaNGRezxAs3/WMKPZXjxo69jPc5kog4BSRZPf40Xdan0g2sLwsdB0j8iIAIiIAIZRUCiLqOGM3FnJOoSs9GRrUNAom7zxcfjjUQmizr6S7g1CYW8qEEoMR/XJ2gimsLPqcPrhmePpC2INrxchCKToIh1Q5krisDCG0fIOXUjiH3GY9pgXjMhzdGiDrFHBk8EG0sekBDGexBpkzBa5uVSmMPGXFlvL6GZXbp0sdGjR7sswiRM4Zi3FTsKIupS7Ue6fOLdY9onAiIgAiIQfgISdeEfw5R6wH/8hPzwi7CKCJQEAhJ1EnXch4R8kwUz1lvnEycR0ujXvEQsIcBI8MTc1ffff9+FSeJVO/bYY908XAQU71kknQy4zK312TARWmSc5EeuaFFHvYhJhB3rg5KsyIs2wmNJHoWXjoJ3jPm+hHZ68YbtJDIirNTvw7vXqFEjF+ZeEFGXaj/S5VMS/vZlgwiIgAiIQOETkKgrfKYlskbCkZiYz4O0igiUBAISdRJ1/j7Eo0bWSy+kmP/GWn4IFgpeO36QItETwglh588lJJM5fwg55i7yAxbiLFokcq5PzoIYZI5ptKhD7BHiydy56HpJCkN2YZZqiS7MlyW0k3VOyZzs7aEN6sBOEqbgRaQURNSl2g/qT4dPdD/0XgREQAREIHMISNRlzliqJyIQKgKZJOpIWMHaiz7rq898S+hkbCFksFmzZpFzSejxxhtvxJ4W+UwdrFcYXTeZS1P9gSbd69PpS8TIJG9Sqc8vNRPdR5bziM4UzPw7liphPh3LhBBSSZZYMnAioPDsMReO+XIsTcAajH5dSM6FMx4/L7SiRZ33/pFtljl3nE9SFTLlEo4Zr9DOZ5995jyGCFAyKdMGyVqYJxidKImssddff70bQyImSAbjC/1CjPq+0+9x48al3I/oelLh48/XqwiIgAiIQGYRkKjLrPFUb0QgNAQySdSFBnqGGIpQZW6bn3eXqFuEdnIeW6zAjhZ1hF4i4vDgIdbwrMWen6gN9nMu9zMCtihKsn7Eay9VPvGu1T4REAEREIFwEpCoC+e4yWoRCD0BibrQD2GoOxBP1IW6QzJeBERABEQgqwlI1GX18KvzIrD1CEjUbT32ajn54uPiIwIiIAIiIAJhI5Cxoo7MY8xTGDhwoDYx0D1QAu+B7t27W7Vq1YLEFGXKWs5J11lOW0u6lfvI7MYBYfualb0lkQAhmdWrV3fr4lWuXNmuvfbakmimbBIBERABERCBlAhkrKjbdtttjcxlLOSqTQx0D5S8e4D1vZjL5LINStSl9IWtkwqPAAlrXnnlFZcM5YknnogsXF54LagmERABERABESg+Ahkr6lhb6LrrrrO7775bmxjoHiiB9wDZCSPrgUnUFd+3vloSAREQAREQARHIOAIZK+oIpxk1alTGDZg6JAKZQkBz6jJlJNUPERABERABERCBrU1Aom5rj4DaF4EsJSBRl6UDr26LgAiIgAiIgAgUOgGJukJHqgpFQARSISBRlwolnSMCIiACIiACIiAC+ROQqMufkc4QAREoAgISdUUAVVWKgAiIgAiIgAhkJQGJuqwcdnVaBLY+AYm6rT8GskAEREAEREAERCAzCEjUZcY4qhciUKIIrF+/3hBtGzduTGiXRF1CNDogAiIgAiIgAiIgAmkRkKhLC5dOFgERSEZgw4YN9vfff9v3339vL730kq1Zsybh6RJ1CdHogAiIgAiIgAiIgAikRUCiLi1cOlkERCAeAcTcrFmz7Mcff7T777/fqlSpYnvvvbctWbLE8NqxrVu3LrKtXbvWib8aNWoEi4+XLms5J15rOe+ttpz318TZ1lrO+2utXNu1dsP3a43ro+vjvW/Hv2ITnsLc3Nx4JmufCIiACIiACIiACGQMAYm6jBlKdUQEip8AwmnOnDk2YMAAe/DBB52Qy8nJcUKtUqVK9uWXX1qPHj2se/fu9s0339jXX39tX331lXXt2tXatWtnRx55ZCDqSpWxnINPt5w7OlnOnV9s2u7qbDl3fWk5d3dx23aNu9rZL3zl6qAutm7durm6aYON9nr27Gnfffed9enTx3kN+/fv72z86aefbODAgTZo0CC3DR482IYMGWI///yzDR061G2//PKL/frrr/bbb7/ZsGHDbPjw4fb777/biBEjbOTIkTZ69GgbM2aM/fXXXzZ27FgbP368TZgwwSZNmmSTJ0+2qVOn2rRp02zGjBk2c+ZMJ3Znz55t//zzj82dO9cWLFhgixYtcoJ32bJltmLFClu9erUTqgjSZCGrxT/CalEEREAEREAERCAMBCTqwjBKslEESiABxAfC5cknn7R99903EGf/Cjov7ErS67bbbmtlypSxsmXL2g477GA77bSTVahQwXbddVfbbbfdrHLlyrbnnnvaPvvsY/vtt58deOCBdsghh9jhhx9uRx99tB133HF20kkn2WmnnWY1a9a02rVr2/nnn28XX3yxXXHFFXbNNddY/fr1rUGDBnbLLbfY7bffbvfcc4/zXD7yyCP2xBNP2NNPP20vvviivfbaa9ayZUv74IMP7OOPP7aOHTtaly5dnCDt27evIUIRn4hOBCciE4H5xx9/2KhRo+zPP/+0cePG2cSdjRbCAAAgAElEQVSJE23KlCk2ffp0Jx69aMRDilgk/BWhqCICIiACIiACIpDZBCTqMnt81TsRKDIChEAyd+7SSy+1gw46yImlaBFXqlQpF4aJ4GNDKPlt//33d+KpXLlygRjcZhvLKbuj5ex2wKat0gGWU2n/PNs2lfa3HStvqsfXx6tvh1eEGeGfbHvttZcTa4SEItzY9thjD9t9992dmMOjiLCrWLGi7bLLLm5D7O28885Wvnx5J/4Qgdtvv73r43bbbefEIf1DKEb3ubDeUy9ssANb6RMC89hjj7VTTjnFatWqZRdeeKFdffXVdsMNN1ijRo2cePzvf/9rzZo1s7ffftt5Qjt16uS8lohEBCLiEK8j3kZEId5FBCGeRDyIS5cudV5DeQuL7M9GFYuACIiACIhAkRCQqCsSrKpUBLKDAPPVEAIdOnSwyy+/3A4++OCIuEOQvPDCC/buu+/a+++/77xSrVu3trZt29qHH35oLVq0sMMOOywQRYRfHnSq5dz6ieXc2j7YbvnYcm7+6N+tneXc1M7K3PKhnf5oW2vTpo3bqI8NjxdtsL333nuuTYQNbbz55pvOM/byyy+75C3Y9OyzzzqvGV5GPGiPPvqoPfzww9akSRMnju69916766677I477rBbb73VbrzxRvvPf/5jdevWtSuvvNIJ2QsuuMDOPfdcO+uss+zMM8+0M844w04//XTnyUN4nXzyyXbiiSfaCSecYMcff7zz9CHKjjnmGDvqqKPsiCOOsEMPPdQxwyuI0EW8IUIRoIg5PIiITVgiMBGXeBpLly5t2yCEU/SMIkARqdSP1xFvI/bTn9tuu831HQ8iY/X5559b7969XXgqIhDvIKGmhJaSBGf+/PlG2CiiXvMVs+PvXL0UAREQAREo+QQk6kr+GGWlhaS22JhbfJtSaWzZbcbDPQ/6eIauuuoq51VC4OH9SVQyKfslIY6rVq1yDBYuXOjmziGAmFtHiCRz7wibJISSOXwklGHOH/MBO3fubJ999pkTuoiqt956y1555RV77rnnDM8bYrNx48YunJPQTsI8L7roIjv77LOdkESgISARj9WqVXOijZBRPHsHHHCA81oiEhGIiEOEId7GZKKQYzvuuKMTgdRJqGm9evWcHdiFeCZclH4wF5H5hswtxOtHCCj3AslrVERABERABERABIqHgERd8XBWK2kQQMwtW2c2a4XZrJVFv81ZabZ4bRoG6tSkBJjLRYIU5pMxtytRySRRl6iPRbkfIc2cOZKukHmUZC141ZiLh2BkDJiv16pVKycSEYiIw4YNG7o5gAg1so8iCKtXr+7EIJ5ThCDeQi8CCTvF0xfPK4jHEMHI9cwtxOvHvEG8pSSxwRYSzSBqEXx4+VauXKlkMEV5Y6huERABERCBrCQgUZeVw16yO716g9lPc8yeH272/B9Fu73wh9mrI8y6TS/ZTMJoHfOyks3NkqjbuqOKKFy+fLkLqSTxChlByVCKEMRbiDgjDJWw0/POO8+FluINJHyUsFHmMTI/kXmIzP+L9fx5bx9ewzp16jjBh5evffv2bi4moZ20izcTjy4ZQFVEQAREQAREQAQKRkCirmDcdFURESAMctEasxd+NyvzgVmZD4t2266tWcWPzG4ZUEQdUrUJCUjUJURT4g4gAJk7SSgp4aN44ZjXyDw81iVkbh7JW8gOWrVqVSf6SFaDt49wz9iEMmQhRRSSRZRMoSxUT+guwpJlI0jgwhIQhLSqiIAIiIAIiIAI5E9Aoi5/RjqjGAl4UffccLOcd81yWhfttk1rs/IfmjXsX4ydVFOOgERdZt0IJE5hiQvW+WMtQsI+CflkHiChngg+krSQFAYPH4lfosM68ewx54+kMohErmWuIUKPbJ2EbxJqqiUaMuu+UW9EQAREQAQKh4BEXeFwVC2FRCCPqHvPLKdN0W7btAlE3Y0SdYU0gqlXI1GXOquwn0nSFMIsWfz9008/dR4+1vFjnT/EHovQk5mTTJ8kcfHz9xB6hHeSDIYspG+88YZbooGEM3gNmaOnhCxhvztkvwiIgAiIQGEQkKgrDIqqo9AISNQVGsoSX5FEXYkfoiI3EK8bHrh+/fq5jJpk+iR76qmnnurm7hGiiagjIYsXerwnsypr9LE8Rffu3V0yFpZcIPOoPHlFPmxqQAREQAREoAQSkKgrgYOSzSZJ1GXP6EvUZc9Yp9NTkuuQOIXF0lmD8IEHHnALrZOkhQQthG6SkTNa5JGMhSUXWAqiV69ebl4eS0poTl465HWuCIiACIhAmAlI1IV59DLQdom6DBzUBF2SqEsARrs3I4D3jeQprOvXrFkzl5ETbx5iDpFH9k0v8njPou/33XefdejQwX777TebMmWKW16DhC8qIiACIiACIpCJBCTqMnFUQ9wniboQD16apkvUpQlMp0cI4M2bM2eOffvtt25+3rXXXuvm5uHJq1SpUiQBC4lYSMzCsgxvv/22WzePuXisnyiBF8GpNyIgAiIgAhlAQKIuAwYxk7ogUZdJo5m8LxJ1yfnoaOoENmzY4DJvstRC06ZN3bp6rKfHIurei0fSFZZYuPLKK53AY2kG5uEt+3/2zgNKiuLr4rNkWJCcQRBB8BMRAcUMIqioICYwAQIiooIKRsS/igIiouSco4iCApKRnHPOOWeWuAu73O/camuZnZ3QPXl2Xp3TzOxMdVX1r2qauv1evbpwwXxFklMICAEhIASEQJgSEFEXph0Trc0SURc9PS+iLnr6OthXyrV0y5YtU9EyuT0C1+OVLFkSsbGxyk2T++YVLlwYr732mlq3x43QuR1DfHx8sJsq9QkBISAEhIAQ8AsBEXV+wSiF+IuAiDp/kQz/ckTUhX8fpYUW0opHl8thw4ahSZMmSuAxqqYOtkIXzRIlSqBFixaYOHEitmzZoqJointmWuh9uQYhIASEQPQQEFEXPX0dEVcqoi4iuskvjRRR5xeMUogFAhR4DLjCqJpcZ3fvvfeiaNGiyJw5s7Lg0VWzevXq6Nq1q7L0ifXOAlzJKgSEgBAQAiElIKIupPilckcCKURdX282Hr9hacPymIHG5uONZPNxx64I+N8i6gKOWCpwQ4ARNWmV69mzJ+rVq6c2QOfm51x7R/fMYsWKgRukc53ezp07cfnyZTelyVdCQAgIASEgBEJLQERdaPlL7Q4ElKhLADqtA2IHALFDzR/ZBiciY+84ZBt03fR52YcABYcDzRY6NET+DDgBEXUBRywVmCRw9epV/Pvvv2jTpo3a+Lx48eLJ1rts2bKhbt26GDlypBKBjJwpSQgIASEgBIRAuBEQURduPSLtwYVrwNhdwPNTgeenmz1u4Mk/4nDbV9NRa/xZPD/D7HlAg5nAzxsFfLAJiKgLNnGpzxMBbpVAl8v+/fsr6125cuWQI0cO5ZpJF81q1aqhd+/eWL9+vdog3VN58r0QEAJCQAgIgWAREFEXLNJSj2kC15OAw5eAFceBFSfMHctP3MDk9Qfx8tut8dfqvVhx0tx5LH/VSWCPRDU33T/+yiiizl8kpZxAEGAEzVmzZikXzAoVKiBPnjxK3GXIkAEVK1ZUm6CvWbNGBVUJRP1SphAQAkJACAgBKwRE1FmhJXnDlgAj1fEJ+/vvvov9e3eHbTulYTcJiKi7yULehS+Ba9euYdWqVfjkk09QpUoVFChQQK25o7jjXng//fSTstyJW2b49qG0TAgIASEQDQRE1EVDL0fBNWpR17JlS7WhcBRccsRfooi6iO/CqLoARs7csWMHvv/+ezz00EMoVKhQsrhjFM0+ffpg69atElAlqkaFXKwQEAJCIHwIiKgLn76QlvhAgGthDhw4AC3qZI8pH2AG6VQRdUECLdX4lYC+13Tu3BkPPvigstwxYmamTJnwxBNPYNy4cdi3bx8oAiUJASEgBISAEAgWARF1wSIt9QSMAAVcfHw81q5di7feegurV68G18NICm8CIurCu3+kde4JULTt3bsX3377LSpVqoRcuXKpNXfZs2dH48aNMW/ePHCMSxICQkAICAEhEAwCIuqCQVnqCCgBTq4OHTqETp06qXDkHTt2FBfMgBL3T+Ei6vzDUUoJLQHud7dx40Z8+OGHaq+7rFmzJu9zR1fNzZs3g1smSBICQkAICAEhEEgCIuoCSVfKDgoBirrt27ejTp06Kvw4XaC4qbCk8CYgoi68+0daZ41AQkIC5s6di1deeQUlSpRQwo4umdWrV8fEiRNx7NgxawVKbiEgBISAEBACFgiIqLMAS7IGlwA3Ijd13LiBc+fOo0+f3ihdujTat2+v3DFNnftfHcG9MqmNBETUyThIawToCh4XF4fBgwerYCp0yeR6O26H8Pnnn2PTpk3q3pTWrluuRwgIASEgBEJPQERd6PtAWuBAIOkGcOk6cOKKueP4FeDIhUQs3rgDjT/4BFMXrjJ9Lus4eQWIS3BohPwZcAIi6gKOWCoIEQF6D+zatQutW7dGmTJlwO0PMmbMiEcffRSTJ0+WjctD1C9SrRAQAkIgLRMQUZeWezdCr+1qIrD4GNB5DdB5ncljPfDting0nbAd3yy7Yv68dUC3DcCUAxEKK4KbLaIugjtPmm6KANfS0fWSLpjaasetEH788Ufs3r0bjKQpSQgIASEgBISAPwiIqPMHRSnDbwToMnkuAfhxPXDLYOCW4daOXCOAnCMsnDMMKDISeGeR3y5BCjJJQESdSVCSLaIJULgxSiatdiVLllRr7bJkyYJXX31VbWouQVQiunul8UJACAiBsCEgoi5sukIaQgIUdWfige/WALa+gG1gYI+YAUCOIUDDecI/2ARE1AWbuNQXSgKXL1/G8OHDUaVKFTBCJl0yK1eurNwxz58/H8qmSd1CQAgIASGQBgiIqEsDnZiWLoGi7mw80IGirh9gGxTYI2aQIeoaz09LFCPjWkTURUY/SSv9R4DbH3A/zRdffFEFT2EQlaJFi6Jv374SHdN/mKUkISAEhEBUEhBRF5XdHr4XLaIufPvG3y0TUedvolJeJBBghMzjx4+jbdu2uPXWW1V0zJw5c6Jdu3bYt29fJFyCtFEICAEhIATCkICIujDslGhukoi66Ol9EXXR09dypakJXLp0Cf3790e5cuWQPn165ZLZpEkTteemBFBJzUs+EQJCQAgIAfcERNS55yPfBpmAiLogAw9hdSLqQghfqg4LAvHx8fjnn39w//33qy0PMmfOjHr16mHDhg0SGTMsekgaIQSEgBCIHAIi6iKnr6KipSLqoqKb1UWKqIuevpYrdU2A6+xWrlyJGjVqKGtdpkyZULNmTaxZswbc706SEBACQkAICAEzBETUmaEkeYJGQERd0FCHvCIRdSHvAmlAmBCgeNu2bRvq1q2LbNmyKasd97ZbtWqVWOzCpI+kGUJACAiBcCcgoi7ceyjK2mdV1KUfkIiiXQ97HSVTol+GboCJqAsde6k5/Ajo/exefvllxMbGKmFXrVo1rFu3ToRd+HWXtEgICAEhEHYERNSFXZdEd4OsiLqYgTdQ6Odj6PTMl8jQ/7pXwk5EXejGm4i60LGXmsOTAIXdgQMH1MbktNjRFbNWrVrYvHkzGDVTkhAQAkJACAgBVwRE1LkiI5+HhIAVUZepXwLqfDAZB3MXx+0dd4uoC0mPeV+piDrv2cmZaZcAxRuF3UsvvaTW2DF4yvPPP489e/ak3YuWKxMCQkAICAGfCYio8xmhFOBPAilEXV+HjccHJsE2MDFZvOXqcQ5DH26C81lz4qMGvyZ/7nLD8oGAbUASbANulqEtdY1k83F/dqOpskTUmcIkmaKQAC12FHF16tRR1rqsWbOiadOmskF5FI4FuWQhIASEgFkCIurMkpJ8QSGgRF0C0GkdEDsAiB0CZBmUiJi+F5G+2xFk/fWY+iz74Bso32kXDuUuhmvpM2L2/9VCzv5XkKH3RWQdlKjy8NwUx+BEZOt5Bhl/3IuYXnHIMCAe2YbcQMHhQNMFQbk8qcSOgIg6OxjyVgg4EGDwlK1bt4Lr6riPXfbs2dG+fXucP3/eIaf8KQSEgBAQAkIAEFEnoyDsCFy4BozeeQO1/76O6n/E4e4B+5Dv67ko3WYManZfimemA3X/uoof2owCbDZ1nM1VAA1/XIQS7Wfi8fHn8Mw0pDpqT03AkwO34J42w1Hgi2ko/vMGVB11Es/9fRld1kno8GAPBBF1wSYu9UUaAW53sHz5clSsWBExMTHImzcvhg4dCu5vJ0kICAEhIASEgD0BEXX2NOR9yAlwPcmVhGvYcOgcRizZjW/HzMTbPw5D4//1xM/9h2P6is2YexRYsPk0Dj/zcrKoux6bHcsbvod6zdti3Ip9mHsEqY45h65jxrp9GDJ6PD7s3B8Nvx+ID3v9jm6TFmH2xv2Ii4tDQkKCBCQI0igQURck0FJNRBOggJs8eTJuvfVWpEuXDqVKlcL8+fPlPhXRvSqNFwJCQAj4n4CIOv8zlRK9IEAxd+3aNZw9exY7duzAtGnTMGLIIPTv3RPjx4zC6hXLcCHuP7ejpCRgyxYgb95kUYcMGXD6jjvwcfNm2L93t9sWXEuIx97dOzF7xjSMHDYEg/r3weiRIzB9+nRs2rQJp06dwuXLl2XjX7cUff9SRJ3vDKWE6CBw6dIl9OzZE7ly5Urew27fvn3RcfFylUJACAgBIWCKgIg6U5gkU6AIUMzROnbmzBm1+e7UqVMxYMAA9OjRA6NHj1ab73JCkyJdvgz06WMIugwZgFKl1Pu4zJnR/cUXsXu3e1Gny+KaFQqLJUuWYNy4cejXrx8GDhyICRMmYPHixSoCnVjvNC3/v4qo8z9TKTHtEuADr3feeUcFTuE+dq1bt8bFixfT7gXLlQkBISAEhIAlAiLqLOGSzP4iQDFHt6LTp09j48aN+Ouvv5Sg6t27txJY3HD3ypUrzqs7cQJ48kkgJgYoWRIYORLInBnxGTJgcdWq2GNS1OnClcvnlStKVE6ZMgWDBw9Gnz59MGLECMyYMQNbtmxR7aT1jlHpJPmHgIg6/3CUUqKDAO89fGD1yCOPwGazIV++fPj999/lnhQd3S9XKQSEgBDwSEBEnUdEksGfBCigrl69qlwc169fjz/++EMJqF69euHPP/9UAsptEIDERGDNGiA2FsiSBWjUCDh2DEkVKyIpJgZnihXDpsWLvQ4kQOvd8ePHsWjRIowdOxZ9+/ZVYpNto0Xv4MGDuHDhgnIVJRdeD91GJVknIKLOOjM5I7oJ0KuBD5oKFSqkImJWrlxZ9q+L7iEhVy8EhIAQSCYgoi4ZhbwJJAFtDeNEfs2aNcrFkdYwWuYmTZqE7du3mxNHdDfq1MlwveSauokTkRQXhytffKE+u5ItG6a++65pF0xX18z20jJHKx2DFAwaNEgJvJEjR2LmzJkq1DhdRnkw7DiFniRrBETUWeMluYUACfBe8/XXXye7YbZp00a5sAsdISAEhIAQiG4CIuqiu/8DdvW0eHG9B1/pRnnixAmsWLFCuVZSyPXv3x9cP7dr1y4wbLfpdPQo8OCDQLp0QPnywNmzSExIwLkZM3AtUybEp0uH+WXKYOvmzaaL9JSR7Tt69CgWLFig1vnRekeRx7V3dH/69NNPVWAXl+6iniqI0u9F1EVpx8tl+0SAD5wOHDiABx98UO1d9+STT6qHSz4VKicLASEgBIRAxBMQURfxXRh+F0Aht3//fkycOBGM0MZ9lujKSBdLijlGmeT3nJxYShR/ixYBGTMC2bIBrVqp01nO1UOHcLp8edyw2XClWDFcCUBkOK5poVDVawAZzOX1119H8eLF8eqrryrRymuXZI6AiDpznCSXEHAkQBd1PhRr0qQJVq5c6fi1/C0EhIAQEAJRSEBEXRR0etIN4HwCcPJqEI4rSdh7+Bi6deuGxx57DD/++KNaM0fL1qxZs3Do0CGPYo5a7/J14OSVlO09fTIO1z79XLlZJuYvgFNTZidf0/ETcTjwVQf13Y3cuXF1xOjk7zxd96mrADc8t5K4toVrAhs1aqQ2Bq5e80l06jEAB05fNl2vp3a5+p7tPZcAsF8jOYmoi+Tek7aHmgAfZvE+JEkICAEhIASEAAmIqIuCcUCBNH4P0GUd0GV9YI8fV1/BV4OnoNL9D6BAgQKoXbu2EnPHjh0zTfpqIrDkONBlrX1bb2DArIM4f8fdSEqXHvvLVsbPyy/fvJ61iej/2zpcyJYLiZmyYM8zDdB1beLN791c9y8bgKkHTDdPZeSE6vz582C0zKEjRqLL8D9Qr+9CfLfMrk1u6vSlH7puAEbvMoSvtVaHV24RdeHVH6FujRYpXDMmhzCQMSBjQMaAjIFgjQF6YfH/oEhPIuoivQdNtP90PFB/DlBoOFBoVACP0TdQaHAcir43Ag++0BhNmzbBN998g1T7zLlpM39StEJ12wAUGnazrcWHJeCNT6fjRkwMLmXJjl/qfpXqWu7sdxrT762r8hzKVwL3dT+QKo/j9RceBdw+BvhgiZtGufiKN4D4hARcupaEGYeBomPZ3hse63Rsg9W/i40GnptpWDFdNC0iPhZRFxHdFLRGcu3qpk2bMHToUBUJlxFn5RAGMgZkDMgYkDEQyDHA+AijRo0yF6wvaP8jeleRiDrvuEXUWXTjq/UPYOsL2AYE6BgI2Hj0TUDuLjvx9ZSN2Lhxg4oeyS0MzCaKujPxwHdrUrY3V/dz6FutpXKvPJKzCKp+uTzVtWTtfQVNGw9BUkw6nM+aEy1f75sqj+P1xwwAcgwG3pxntoWp811OBCbtA9INDhBbhz7LOAh46G/guItt/FK3MDw/EVEXnv0SqlYx2iyDEN1///347rvv5BAGMgZkDMgYkDEQ8DHwySefoEyZMipmQqj+//NXvSLq/EUyjMuhqHtyGmDrB9gGBfaIGQTkGwH03+kdEIq6s/FAB4q6/9obM/AGSnXeg735bsP19BmwoMxjyNj/WqprYb4yHXfi+C0FkZAhE/65+xmn+ewZsL05hgCN53vXXp6lRV2GIYFlq9udcQjw6GQRdd73mJwZjgQo6oYNG4auXbuGY/OkTUJACAgBIZAGCXB5UM2aNUXUBaNv4xOBP/YBNlpB3B39rsL29mjYbDZ1FCxYUEUpDEYbw72OoIu6oUCfrd5RcSbqMveLxystfldWurgst+DTl39KJei04Mnd4yxGPtDQsOjlKoI7O2x1mZfniKjzrp/8cZZY6vxBMe2UIaIu7fSlXIkQEAJCIFIIiKgLYk+JqPMddqSLujzdz2BM1dfVWrkDeW7FXd9tdinUtABMTJceFIBfvNjZZV4Rdb6PLV9KEFHnC720d66IurTXp3JFQkAICIFwJyCiLog9JKLOd9iRLOrSDUxC2e+3p3CppJultsw5vsYMuoHiXQ5iX76SylVz/h3VkLXvFTf5xf3S9xHmXQki6rzjllbPElGXVntWrksICAEhEL4ERNQFsW9E1PkOO5JFXdY+V9CsEf1ubTiXLRfeaTjApUDTAi9nz/Po/fj76pwTOQrg/nYrXJ4j7pe+jy9vSxBR5y25tHmeiLq02a9yVUJACAiBcCYgoi6IvSOiznfYESvq+gL5fj2FKRWeU66Xe/KXQokf97sUaFrUZeqfgNofTkNC+ky4mDk7Oj3zpctzRNT5Pr68LUFEnbfk0uZ5IurSZr/KVQkBISAEwpmAiLog9o6IOt9hR6qoS9cnCfd8sx5xWW9BfMbMGHffqy7FmRZ0+rXwz0exuchd4Nq61SUqI0evC07PFVHn+/jytgQRdd6SS5vnORN13Ltu9+7d2Lt3b4qLTkpKwqlTp7Bjxw7ExcXh8OHDavuULVu2uHzduXOn2ofIbF7Wffbs2eTytm7diu3bt2P//v04f/58iva4+iMxMVG1bdeuXak2tr127Zr6ju06ceKEqyJMf866jhw5gs2bN2P9+vWqnazDm8Q9OK9cuaLKYFkrV67EunXrVD84K9NK3Vbymmk7+4l9wnauWbNGjReOJfvkahzp69y2bZu6No4rSUJACEQXARF1QexvEXW+w45UURfb/RLa1O+m3CjPxObBq83HORVmWsjZv1LEdXymnTr3VPZ8qNVmltNzRdT5Pr68LUFEnbfk0uZ5zkTdmTNn0KhRI7z33nspLpqCY+TIkahXrx4WLlyIbt264fnnn1dH3bp1UatWLdSoUQN8rz9v2rSpEoJm81K4TZ48WZXz7LPP4oUXXsBLL70EltOnTx9QjHlKp0+fRtu2bfHxxx+DwoKJoogidfr06WjVqpW6hn79+nkqyu33LJsbt7Ou5557Dk899RSaN2+Of//9FwkJCW7PdfYlz5k9ezbefvttVK9eHffddx8efPBBNGzYEDNnzkR8fHzyaVbqtpI3uQI3b8hy6dKlqk/Y54899hhef/11/PHHH7h06VLyma7GEfNMmjRJ9UH37t3TxObDyRctb4SAEDBFQESdKUz+ySSizneOkSjqvl8DFOxyHAx0ws3EtxUqh/y/nHQqzOzFnH6fof91PPLZIlzJlBWXM2VTa+wYREV/r19F1Pk+vrwtQUSdt+TS5nnORB3/sy1XrhyqVq2a4qIvXryoNqTNnz8/pkyZgqFDh6Jly5bqoOi6/fbbERsbi7feeiv58y+//BKc3JvNSytd//79kSVLFjzzzDNo3bq1EpiVKlVCvnz58PLLL4OizVWi4KCoKlSoECgYmGilohhku+644w7ceeedyJYtmxJ3rsrx9DmtTeRUv359lChRQgm7Dh064IEHHsA999yjLGyeynD8/ty5c+p6H374YdW2jh07onHjxihdujRuu+02JaR4jpW6reR1bI+zv2lVI8uHHnoIZcuWxVdffYVOnTrhiSeeUG2cNm1a8mnOxhEfDPz999+qDyj+Ha3BySfLGyEgBNI0ARF1QexeEXW+ww6qqBsI5PPDPnUdVyWi6mgdOZQAACAASURBVGfLldslhdmAR99JJci0MHP1WqDbCSy9/UElCrcU/j9wawTHvDEDjeiXjXzZfPw6MGkfkJ7xXAK8uTvLzzgYeEQ2H/f9hyElhBUBb0Xd3LlzU1wHhRsFV5EiRcAHB+6Su7xsD0Vdnjx5MH78eFUMRRndMCnycufOjTFjxrgsnoKvSZMmuPvuu3H06FGVjxawWbNm4ZFHHgGFFy2Bvoo6lvnPP//glltuwTfffKPqYdv79u2ryqYYpaCykmiJW7x4sXIP1edRBA0fPlyJZQpnJit1W8mr63T3ymvs3bs3cuXKhUGDBqms7J+1a9eiZMmSykKrXUUdRd3Vq1eVpbRChQp4+umnlVutu7rkOyEgBNIuARF1QexbEXW+wz51FXh2BpB1AJB1cGCPbIOBYsOB/tu8a7fafDwB6LHsAr5/9n/KffJ0jvx48aN/LLc9X99L+PrlLsnumw1a/pGqDLY3/zCg6QLv2suzLl8HJu8HYocGlq3uu1uGAtWnAieueN/mcDhTLHXh0Avh04ZIEHWkRXFDsZc9e3a0b9/eKUC6GS5fvhzFihVTFkWdidal48ePqzVgFFpcy+WrqKOb6AcffKAsglxPxzr27dunhGfOnDnxf//3fyBbXxPby7WBLLN27dqqOCt1W8lrpq1cU0lxfeuttyqm+hwt1IsWLao483N7UUfBStfSypUro2bNmti4caM+VV6FgBCIQgIi6oLY6SLqfId9LgH4bAVQ82+g5tTAHy9OB/7a7327LyTcwOSlh7H5tsq4kS49Dpa+B3X/uGC57U9OTsT7PdfiWvYciM+YBVOrNUStyUmpyqkzDei83vv2cowuPg48+U/g2bL/nvoHaLUUOHNzWYv3jQ/hmSLqQgg/DKt2JeroWle+fHmsXr06+eA6uhYtWoDul8G01BEb29mjRw/kyJEj2TLmiFO7L7LtDPTiLPlL1FHccD0ZXU5pqeI6sV69eqFUqVLq88KFC/vFtZBCdcmSJcoi2KZNG3VJVuq2ktcZL8fPtFCjOLNPFy5cwNdff63Gxrx589RXOi9dZ+fPn6/ceatUqaLGk/258l4ICIHoIyCiLoh9LqLOd9jXkoDVp4CZh4CZhwN//HsEOHhzjbrlC7gefw3HpszFjfTpkZQtFoff+9Trds/beApxNZ4CYmJwuXgpzFl1JFVZcw8Dm85abmbyCUk3gBNXgVlHAs+W/Tf7MLDiJMDfRiQnEXWR3Hv+b7srUVemTBllFeP6Ln1wvRgtNMEQdXTvo5sfrV+MtslAIXSfpCWI6/kcE4UVIzFSVGnx45iHf/tL1NHyR2Fz7733qmAsjFRJwfLTTz+hXbt2KFCggIpe6awNZj9jWznxeffdd8H+oDBislK3lbxm2sUopry2xx9/PEV2itquXbsqt9kJEyao79h2CmwKXI4h9imDylCoShICQiC6CYioC2L/i6gLIuxwqYrhwj/6SLlNolAhYOFC71tGtyNGlouJAXLlAoYM8b4sOdOvBETU+RVnxBfmStQxoEjx4sVVEAwGwuDBtWN0nQuGqMucObMKvsFokq+88ooSNRQ2DMxiHwVSdwAtRXTLpKjbsGGD/jjVq79EHSckDLjCYDJ8z3ZyTSG3SeC6PTJiwBZvE9vJbSMGDx6cyp3USt1W8ppp66FDh5TY55o4+8Rx1LNnT7XmcdiwYeor1s0gLxkyZFDuqIzkyXHFLRAkCQEhEN0EeH/g/ycMwBXpyRbuFyCiLtx7yM/t44L+/fuBsmWBDBmABx8E7MJnW66N+w5t2wbkywdkzgzUqwfI01nLGANxgoi6QFCN3DJdiTpP0S8D7X6ZKVMmFdKf2yc0aNBAbU/AACn2IfM1da5n4zo5iqxmzZrpj52++kvUUbzRMkeRMm7cOBXxktY6ikttqVu1apXTNpj5kP3CLQJo6eI1UeDpZKVuK3l1+e5euScfI4tyywX7xH6hlZIBbthuJk7aKMRpXWVQmRkzZqgHBZ4imNqXK++FgBBImwRE1AWxX0XUBRF2OFTFPZX+/tuwrOXIAXz/ve+tOnMGqF/fsPwVKwbs2uV7mVKCzwRE1PmMME0VEK6izj76pSfgWlDQssj1Z+6SWVFHocj1aHQ3ZBRNR+sgv2PgEm7hQFfEzp07q2q5ro9WO0YBPXDggLumuPyOUSK5NQCjRL766qspApLwJCt1W8nrskF2X3AixrWWFStWVGsJ9VcUnZ9//rmyUC5atEh9zLz2Dwfs83B9pI6SqcuQVyEgBKKHgIi6IPa1iLogwg6Hqs6dA5o0MUQdBdi6db636upVYPRoIH164JZbgF9+8b1MKcFnAiLqfEaYpgqIdFFH8cWgKFzfxj3j+Le7ZFbUUShys3NuTUDLGyNQ2idGlfzoo4+Ua+Gjjz4KijkmTlS49o+CjBE7rSaKxzlz5iRbKZ0JQyt1W8lrpq3cMoLWU0YYpSumThSP3HCe7q+6zY6ijuy5RpJumAwws2LFCn26vAoBIRBlBETUBbHDRdQFEXaoq6LrJScsRYsCGTMCNWtyt17fW8Vy9+4FKBJ1ub64dPreIikBUHuIcRJqs9lgy5gZtvsawMa9/twcWYYBjX3YfkLAhy+BSBd1FE4DBgxQwTjo3ucqacsbhQgDjmTNmlXtZ+fOEscNtfk74fo4HdFRl08rE+vjhui0zNHNkWH9GcSFgUS++OILndX0KwOILFu2TK3T4wbmXJPH9uqDkyAmK3VbyWumoeTNdX687l9//VXdT3jddMdlEJ3XXnstuRhHUccvKFr/+usvZcnk5uN8yCRJCAiB6CMgoi6IfS6iLoiwQ10VLWojRxpukjlzAj17+q9FfHrdvLlRdsGC/rEA+q91UVmSWOqisttdXnQkizpafvbv368sY9w7zZ07Hxfjc8uBVq1a4c0331QWNlrT+PeXX36ZagsEWp7ciToCpdWKQVy46TbD+Xfr1k1ZoWipYyROq+ns2bN4/fXXwSAxNWrUwPvvv5/i0JucW63bn+0kc1ri2D4GQfn2229V1EuusePWBYxSqpMzUcfvaD2kBZQutoyYyQ3SJQkBIRBdBETUBbG/RdQFEXaoqzp9GnjpJcP1smRJYOdO/7VIr9WjpY5r9b791n9lS0leERBR5xW2NHuSM1FHy0vDhg1VpEn7C6eVZvjw4aCFZe3atfZfqUAe//vf//Diiy8muyKmyGD3B9dWucpLS87ff/+N5557zmP0SK49Gzt2rLKM6TD6dtWkeKvdEKtVqwbHg26DjiKM+bk1AvPyetc5cUmn9Y+ikpY6uhQyEiZdQBcs8M6sTRdOunQ6tk//zfV1Olmp20peXb67V24fsWXLFrzxxhvquu+//3688MILqt/sz3M1jtgeuszWqVNHjTOKTklCQAhEFwERdUHsbxF1QYQdyqq4/mTLFiBPnptRKv3dnsOHgTvuMKJqPvAAdxH2dw1SngUCIuoswIqCrM5EXaRcNsVAo0aN8NRTT6nNyUPVbooUWtkOHjyo9sELZjus1G0lr5lrYHnsA1ru+F6SEBACQsAsARF1Zkn5IZ+IOj9AjIQiKLB69zbcI3PnBoYP93+rGYq7bVujjvz5AS+fYvu/YdFZooi66Ox3V1cdyaKOli3ujea4vYKra5XPhYAQEAJCIDwIiKgLYj+IqAsi7FBWdeIEUKuW4XpZpgxw9Kj/W3PtGjB3rmEJjI0FPv7Y/3VIiaYJiKgzjSoqMkayqIuKDpKLFAJCQAikQQIi6oLYqSLqggg7VFUxwuXq1QCFVpYsQOPGgWvJ8eNApUpAunRAhQpcKR+4uqRktwRE1LnFE3VfiqiLui6XCxYCQkAIhJyAiLogdoGIuiDCDlVVFy8CHTsabpF58wKTJgWuJayrQ4ebdU2eHLi6pGS3BETUucUTdV+KqIu6LpcLFgJCQAiEnICIuiB2gYi6IMIOVVV0tWTgElrPypcHzp4NXEtoFeRGs7QKZs0KNGsGyML6wPF2U7KIOjdwovArEXVR2OlyyUJACAiBEBMQURfEDhBRF0TYoajq+nVg4UJjU/Bs2YDWrQPfCm4yW736zfV7XM8nKegERNQFHXlYVyiiLqy7RxoXZgS4F+KlS5dCEu2TEUa51QYDBPHg1iDcNzDcUigZhRuLULaHY4NbxHCPTo7ZcEsi6oLYIyLqggg7FFUxIuVnnxnukAUKAHPmBL4VjLTZvbsh6hhpc/TowNcpNaQiIKIuFZKo/sCdqOOkgHvB7dmzR+3jtnLlSmzatAn8zzgYk8lQTw59rZ/7uR0+fFjt6cZ93VwdO3fuDIlICObA95WlL231tm7df7t27VLj/fr166oPR48eDe7BZyZ5W7ezsjk579u3r4r42qNHDwwePBjcOzKckjeMwqn97triz750V4+z76zUzXszx8ry5cvx+++/Y9CgQWo/T2/u2TyHY4z3qDVr1mDVqlXYunWrx71InV2D42ci6hyJBPBvEXUBhBvqovlk7+BBw+UyfXqgShUgGP8x0N1y0yaAgi5zZqB+fYBumZKCSkBEXVBxh31lrkQd/zPn3mvcCPzNN99Ue8Fxg23uCceNwwM9mQz15NAf9XNi1a1bN3Bzcx7cxLxWrVqoUaOGeq8/b9q0qRLPYT9YvGygP1h6WTV8qZt78LVt2xYff/yxKoe/ld69e6NgwYJON6N3bKMvdTuWxb9PnTqF2rVro3r16ihZsiSKFCkC3s/DKVllFE5td9cWf/elu7ocv7Nad0JCAqZOnYo77rgD5cuXxwMPPKDuP97sJcl72B9//IGXXnoJjzzyCB5++GE1Bnv16oUTPnpbiahz7OkA/i2iLoBwQ110QgIwfbphMcueHWjfPngtOn0aeP55o+5bbwX27w9e3VKTIiCiTgaCPQFXoo6ibciQIbjtttvwxBNP4Ntvv0X37t3x3nvvKWHHCW8gE9vFPeg4gd6wYUMgq3Jatj/qZxlDhw5Fy5Yt1UHxdvvttyM2NhZvvfVW8udffvmlcpNy2pA08KE/WHqLwdu6aRn5999/UahQITXuWT/LsiLqvK3b07VeuHABHDMi6jyR8t/3gepLMy20WjetyK+88gpKlSqFJUuWqIcBfEBnNVFMLly4EIULF0bFihXxzTff4Ndff8Wzzz6LXLlyoWvXrlaLTJFfRF0KHIH9Q0RdYPmGtPRz54B33zWEVZEiRgCTYDWIFsGhQ43gLDlzAn36BKtmqec/AiLqZCjYE+CEYdiwYSn+g+YT3W3btqFcuXKoVq0a9u7dm3wKJ7s7duxIYalj/uPHj6vP6Zpz6NAhMJ99ouWPk1F+R5dOjkOWw8N+wkGXN+Zh/RSS+fLlw/Tp07F//34cOHDAqWWC9bOM3bt3K/c45uV16WS2bub3pn5dj6dXTrZefvlll5NxTqJ4jfY8dJn87uDBg6CY5vVwPZVmSRdPct+3b5/LtTOeGOl6NCsy1OXr76y+WmVppo0s88iRI8oF2L49PJfrzMiI48tq3fZl8T05N2nSBHfffTeO/rd/K8eUFnV0RfPHGKZVhW3m2KCLG39rbD8nvPwN8HflmMyKOn/2pX0byJZM+NulSzHbrNdsmWXE8lgOOevf7fbt25W7Mpk4S7pPyYr3F44DMqJ7LH8POnEs8G+O4c2bN6t20qrE8x2TpzGn67RyP3Ksw/Fv3S/8fdlfK9vCMcW+Z7JSty6T17x69WpUqlQJjz/+uGKgf8uO7fD0N8fZ119/jdy5c2PUqFEqO+thfxUoUABV6OXlQxJR5wM8q6eKqLNKLELy0/Vyzx7gttuADBmAatUABk0JVmL9u3YBBQsCmTIBzzwDuLiBB6tJ0VaPiLpo63H31+tM1OmJGZ/Gcj2Gu8TJFSe47dq1wxtvvIEGDRrgww8/xOzZs1MIK05e5syZgw8++ABz587FDz/8oPLTJZEWOS1kOBmjmGvdurWalGTLlg0NGzZEmzZt8Nlnn2HkyJEpmkOxwwkX3RxZ/wsvvABaxH777bfkdU9m62bBVutP0RgPf3gSdZzg8hr79euXYs0iJ3sUbGT3119/Kasehe7777+Pf/75R53z6quv4u2331ZrZxhMwz6ZYaTzkxX7jgzZj5xoe5ussDTbRooH8uF405NfTjQp6Pr06aOsCRQcVup2vD62heuRihUrhu+++y75a/274IOGCRMm+DyG2W5O7N955x1lAWncuLFydZ48ebJyceZYpnWEk2v7ZFbU+bMvWT/bS/4LFizAp59+qn6XfEjRokULjBkzRjXRLCOOafbTjz/+qMQz3ft47/joo48wc+ZMtSbM/pr5nvcIusLyIRQtSF988YVyC3z99dfV75152He07HOM8B7C9vH+8f3336dyFzQz5syOI94H+btzdbAc7bLOfqEVmNdCQa8TXR350ECPObN183yWuXjxYnWffPfdd5Xoovsl75s8OnTokOKeout098pxRlf7/PnzK4ufzst+u/fee3H//fdbLlOXwVcRdfY0AvzeW1FH9c6FlIy4I0cYMoiLQ+LYsSpAyo0cOZDQsWPw++nYMVx/7TUjSEvhwri+fn3w2xDF45OTiKpVq8Jms8GWMTNs9zWAbTDcHlmGAY0XBPimI8WHhIAzUcfJEydCdD3jU3BXiRMzfs81PmXLlkWrVq3URIvWPU4oZsyYkXyqnuxRpHECR5dOihJODPLkyZM8KeREhhMwTniYR7sqUuxwIs8gFTqxfj6F5mSwRIkSqFOnjloD9dhjjyk3RwaV4NNus3WzXCv163aYffUk6vh9/fr1cddddyULUpbN9lOw0BV11qxZamL9008/IXPmzOC1Usy2b99euUWRg73wNctIXwPrYhAO3h84mZs3b57+yvKrWZZW2sjJK4UsxxutCBQZnGv8+eefylWYIojiw2zdzi6KApGCgHXQKqGT2XFktm5eNwVIxowZUblyZeXaTCFZunRpNZbZr/wN8mGIfTIr6vzZl6yfnKdMmYI777xTrdPib5QPYHivqFmzpmqiWUYUVHQN5P9FfIDAvuRDi4ceekj9dilsHRMt0vwNcF3hiy++qNaJ8R5CUcd7DxMtm08++aRac0i3544dO6qHExTI9m7cZsecmb7kPYb3Qa4zc3VQZPJhCZNm5Lg2kw916tWrp1wdmc9M3apAQFkuyZP3STLhXJzjl3/zIAf+LqwkCtX58+ercnh/0ZZk9g3d8nmf9iWJqHNDj311LgFYfco/x9ITwE8b3E/01ESw31XY3h5tTBBtNuTMmVM9eWHEHTnCj8Hk4cNxtnZt3LDZcD5nTkzq2DHo/TRh9GjMbtECiTYbEmNjsb9Fi6C3IZrH5sCBA1G0aFFLoi7zMOC5mf65t/AetfY0sP+imxuafBU0ApxgOLpfMiADBRUnmI5WAvuG8Vxa2SjKtJDgBGf9+vVqIvDcc8+pJ+c8R09kKEQo6ihg9KSWlg8KM/uky3a3po55OImiexCfcHPSqa0fFEd0H6WLltW6dXvdrelj2/nk3dVBFzq2xz55EnXMP378eDUho6VRJ05UGaCGgWpYLoUMRV2WLFmUZUdfN615DGTAfLxmJrOMdF28HkZV5D2CrodLly7VX3n9yja4Y2m1jbRodOnSRU3+eS/ng2SKA/Y5J8L2yVPd9nn5Xo9frkeihcM+sSyOM3+NYT3+OW9iuXyYQpdPrpXjuKWI4eSZVmj7ZFbU+bMv+buihYYufVxfRbdGnTj+VnAfWgu/c147fw/2opmf0TLM+w6DCDkm8uBvnWOT44mig4kCkWOfbeT5OXLkUAJRn89yOS7s72VWx5y7ccQHDXzYQpdHVwd/k7R6Melx5EnU6fa7q1vnsX/l/YLt4O/BMZGFq3sWP3e8b5EZf2sUiPSqoDWZ94XmzZsrK7Nj+Vb+FlHnhta1JGD2YeD23/1zlBoPFBpjXdSpp/+0AMgRdgzS2Wwoa7PhhM2GBJsNU202xISgn1hncZsNe202XLfZsMBmQ9YQtEPGqHlLXcxgIMcI/9xbeI+660/gi1VubmjyVdAIcMLgKOq4/oTrJWj14STXVeKTZU6+aFmg0NCJlg66AnJyql3k9ESGLp0DBgzQWZVLFKOzMbKafTIzkaErMa2CrIcWBLqF8eATcT5Zzps3r3JXtFo32+Gufk4eKXzHjh3r8hg3blwqC4snUacFaYUKFdSEjJNVHsuWLVNCj0KOSYs6imlGptOJYoduVpwsUlgzmWWky+BEed26dcpaxwdAnEj7mtyx9KaNPIf8aSGicKfrKS2+XN/lmDzV7Zifk1iOHYo6e8sO81kdR57q5gSbdbAf6c5J4UGrSvHixdXvjr8dTs7ZHvtkVtT5sy95H6BLKgUTrXOukhVGvH7eazje+PCAv11G26VAv+eee1JVwbHI3zS/d3xgwsz8/XD7FfYdA4WwXIo9R3dk5rX6u3DXl6yXvz29RtjZKy15en2kZhRsUWf1vsX8vMfzwQkfKlHMkz1/a3wIYb/WOlVnmfhARJ0bSAlJwF/7TYgwD25WntywUn3vYKmTiXL4CloKp7dtNuX2eM5mwzshFFI5bTb0+q8tFJlVQ9iWqB6zJt0vU/3ufbyPZB0ONFvk5oYmXwWNACcYjqKOE2a6MPGJuKPlw75hnJDxCTRFmX2yFxecWDHpiQzdguytP9rliGs07JO7SZTOR8sBQ7tTKFKE0oWNh35a/uijj6q1Nlbr1u11ZV3iBHft2rXqiTWfWjs7OAFihEv75EnUMa8WFbRWcCLIv7/66itlseFkkUmLOrLUFhJ+ziftjLZJy6d2fTXLSBUcoH889aU3bWQfcC0nJ/m0dNE91VnyVLf9ORQZXJ9J98JmzZrZf6XeWx1HnurWoo7XQDHDvqYbIq1zTBQBnERzWwX7ZFbU2Z/j63uKKE7uKUBpTXaVzDLitVNw0XrFBzP33XefWqfF3xKtcYwS65go6iiEGjVq5PhV8t+8X/H3wgcjdE2maycFyMaNG1MEJbE65jz1JQW0q/V0+nP+Ppk0o2CLOqv3LVrt6O5OF+DPP/9c7VHK5Rv9+/dXDx5orWM/eptE1LkhFzJR1z8etlaTYStcTo4wZ5CvwO2Ymi49bthisDtTLEqEsL2ZCpfD0wVKIyFdBly0xaBzpqwyfkLRH8UqwFarjdv1dP4WdCxPRJ2bm3mQv+IEw1HUaUsbJx3cbNxVoqjjpJPrYOwTRR0DoVB0MBIbUyAmMnpixskb2+l40HJD0Wi1bt1eV6KOT7A5saYFzdVBq4aj5ciMqOPEi0KNgppBJBgNk0KV1iid7EUdXQ914iRs+PDhSuhwnyoms4x0GXzlRI2TVB68Vl8T+btiybK9aSNFBoPG0EpLywzX0tlbi3WbPdWt8/FVc6WljOuTHJPVceSpbntRx3VKHFMUOY6iztENlPkoXHjt2vrj2Fb9N/uP1l6OK1/6kmOLlmlH67CuR7+aZcR7BAOC8IEMRevEiROVdXnRokXqQZFmoMvlK0Udw+tzvaO7xLHBQCTkxvW+HB90S7a/l1kdc+76kmz5AIZj3NXB9b32a+r4EIL3Rz6Y0IkP07RFTH/GV3d12+fT7125X1q9b/F+Rbf4W2+9VbkD6/J5T+UaRT5Q4/8B3iYRdW7IhUzUDUqCrdtR2NrMkiOMGaT/aDrueb0X4jJmxdUMmTDu/2qFvL8KtxiPTQXLIDEmHVbnL4Uc7/0Z8jZF3ThuOwe2bzeIqHNzb03rX3HC4Cjq+BmfxtKCwL3pHJ/GcnLAg/+5M2ABg6JwoqkTRSGf4nIywMkTE8vkE3MrT6cZXIATHwonZ4kuVAzQwKf8LN9Vslo3y+E5nup3VZ+rz82IOp5LrnRrpZsT19bR8sZJr05afDhOsDlRZvACPlm3d780w0iXzQkqXdgomKZNm6bcHPV33r56Ymm2H3X9bCMnw7QQcxLMADqcuNMVld/ZJ09167wc41zfRQHNtUiOY575rI4jT3V7K+rY/7/88ovqZ2291ddh/8ryOXFmYBmu+eI6PW8ThSEt7Lwn6OiMzsoyy4higA+D6GapLVi8p1Ac8R7hi6jT7WJ5/M0x8A/Fo3Zf5vdWx5y7vtRr6rSngLNXejTwwQOTvUWdkT6Z2FY+wOF108pvn9zVbZ9Pv3cl6vT3Zl9ZDvuHlmv7Bya0PDIIjbt7s5k6RNS5oRQyUeejG1YgrABSZmo33Ng+l9C2/s/K9fJMbB40aPFb0Cfyjv2So/cF/PDsV6pNp7Lnw5NtZoa8TY5tlL9TjyV/MBFLnZubeZC/4oTBUdRxgsGoknSJ5MSZE2gKDbo28Wk5/+aTe/5Hz0X0jJLINWT8z57CgpYmRnCsVatWqkApZkUdn7ZPmjRJuWJxAssJAMtne3ViXZ06dVJP7xn9kG1kuygw6SZElytO8nmOFUHJ8s3Ur9th9tWsqOM1MPAMI4Vy4stJnr0brBZ1/J7imZMvXiMtEVrA6fxmGelrYDn+in6py/TE0kobKVQ4NumCx/FJ8UqBwDVU5KTdfc3WrfNxos21nrQEaddV/Z1+tTqOPF23t6KOAovh6/lbogWID044tjhu7BPrp6sklxjwAQAtbb4k1kNxQtHCQCkcY+RG/toKZpaRFnV8IMPfKsvhOGYfMBqoN6KO9y3eI+hCSx4sk3/TakcxyvWKOlkZczzHXV+yXpbH6JCuDvs1dbSAc4xRaPKBBFmQLfuKwY8cRZ27uvX12L/6S9SRIS1yZMeHSmwnH9jx/k731jJlyqjfon3dVt6LqHNDS0RdYCaf/pjAhkMZhX45hvl3VENSTDpsK1wO+X89GXIBlWHgdTzyxSJcyZQVlzNlQ5/H30PM4Bshb1c49Fdab4OIOjc38yB/xUmYo6hjEzghorDgGhe6NzIkNieQ3LuMkTEpoDgp5WSFwo8TbEai5L52tN6VL18+RRAPs5M9ffksm5HsOMHhxI+THwozWo900k+3szq8TgAAIABJREFUaa3hmjq2keKSVka6aDFaGydbVutm+Wbq1+0w+2pW1GlRzYlt9uzZ8eWXX6aoQos6Tn7p/koLAN0uud8Zg9bYry8zy0hXQFb+FnWeWJptI/NxUskHCfZbN1C4U9xRbHASysmiTp7qZj7Nm8F6nnnmmeSoiroM/Wp1HHmqm98zUAonzVbcL9keWpr4O+Tvg2Ll559/TiVoKfK4fxxFHeug9dWXxPIY0IW/ba655f2A5dNyx/3gmMwy0q6mdCFlCH6u3eI18JooFrwRdRRLdJullZtjhCKW9wwKft6ftFWM7TQ75jQvT32p85l51eONfcdr5TpKBp8hU64ldBR1Vuv2l6hjf3MdJe8pvL/SNZieG+RLF2W6t7Jt3iYRdW7IiagTUedKCFA8PdBuGeIzZlYCqn+1FmEjnAr8egJLb39Qic2the9E3h6nw6ZtrnjK577/1kTUubmZB/krTsKciTo2g0+Iuck1RRqFGyfNFHjc9Jeij4kTKa4f48SJAoMCjBNjTtLsXeE4QeDTXu7DRCGoE5/2c32Qs8AUrJ8ijlYZWv1ohdIuTPp8TiroNkexyUk520i3Re5l1blzZ9U+b+pm+Wbq1+0w88pr5cSIPClO3CUKQLoBMmCK/bo5nqNFHSfq7DvyJneGm6eLGdttn8ww0vnJim6MDF5BUexo+dL5rL56YmmmjcxD11CONY5Bx/HFdj/77LPK3dC+fZ7q5jVTANCdjKLFVfJmHLmrW18P91ekGOFvcciQIcnrJzkGuJG0vUjXbePvjuvPGGK+Ro0a6roZAdY+8YEG12WmS5dORQmlFcnXxOvhek1O7PU9geNO71lmlhGFDa3+FHT6vsEyOZ75cMZ+DaluM9ec8bfDdWvOEscDrXTct05bFHm/Yh205LNO+2RmzNnnd9eX9vnMvCcnjjW2j4KJY4BBjny5F+p6OW4YfdjxXqm/t/LK+/yIESPw9NNPq3sM768cb/SQ4IM9X5KIOjf0RNT5PtFMq5N1ujl+V+d/ys3xZI78qP3htLARTnQL/ezlLsluoS+/OyFs2pZWx0M4XJeIOjc38yB/5U7U6aZw8sP/wDkpdCVGmIdPiBnRjhPOYCdO2Ch2KBjpzsV1LpGaeC0UL5zscjJlL154TVrUce0cJ7HkTZdE+3WNzq49EhiFoo0c23xwQIsvfw9pJfG6KMxp7aWl25+Jv3e64/GeoF19vSmfY5uTe943HMe5N+XxHLaNwob3Alf3K/uyQzHmWD/rJTtuDRCKe6Y9A0/veT/lfZVMef/xRxJR54aiiDoRdc4m63RnLNr1MNaUqITEdOmx7taKoMhzljcUn6UfmIh7/7cWcVlvwdWMWTDygYZINzApbNoXCibRUGfWYUCzhW5uaPJV0AiYEXVBa0yUV6QnyitXrlTuY4yAOWrUqFRUHEVdqgzygSUCnPjT+jN37lxL54V7Zj5k4bYePPiQQJIQCCcCIurc9IaIOhF1zsRAxgHX8ETbOUiMSY9LmWPR5enPwk4w5et+CtPLP40bMTHYm+82FP35cNi10Rlb+cz73xxFXVMRdW7u6MH7SkRd8Fh7qomuTlwTyLU1DDTTokULp9Y39hld8hiswN6V1VP58n10EaD7JYMN0U1TkhAINwIi6tz0CEXd1IPeT7Jkgpo22eXsdR7da36o3BuP5SyERz5fFHaCKVvfy3j3zX5K1J3LlgvN3hocdm2U34d/fx/ZhgMtFru5oclXQSMgoi5oqD1WRBcnRjVktE9uRs3Ifc4SXbUYgY5BIHxd1+KsfPlMCAgBIRBoAiLq3BC+ngQsOu7fiZdMZCObZ8ygGyjZZR92FLoD19NlUAFJMnOz+DDbhiLdoCSU+2EbuK1BfIbMmHRvPWQYcD3s2hlu3CK5PdlHAO1u7pns5s4mXwWagIi6QBOW8oWAEBACQsCRgIg6RyJ2fzOmz644gG5NkTzZk7b7r/8y9U/A8x/8pSxgF7LkwFcv/BC2YyNPjzP47b4GyqJ4KHcxlO60M2zbKmPU9zGaayQwdIfdDUzehoyAiLqQoY/Yimkp5Lo+rgGUJASEgBDwhoCIOg/Ujl8BKkz0fcIlk9a0wTB3z7MY9vBbuGGLAYXSPd+sD1uhlKXfVbzefIwK5sKgKW3qdwvbtsrvw/ffR5GxwDrfoiF7uBvK12YJuBN1jM7G0NsMssB9wBjAg5sM8z9jfhfoFGrx4I/6dWQ97rnHkOyRkNxdNze+3rJli9qyghEGg51YP7ewYBucHTt27HAaSVBHGty6dasEDQl2p0l9QsAJARF1TqDYfxR3Dfh0JZBhqO+TLpm4RjZDul6W7rQLh3MVxbX0GTHr/2qBbo7h2q9s720/7lXik+2dfWdNhKOraLjyi6R2ZRoKPDUdSEi0v3vJ+1ARcCXqOAk+e/asWtv15ptvqnDv3PuJYd+515repy5Q7Q4H8eAP8cLrWL16tdpHzFkky0Dx87ZcT9w5XriWr2DBgn7bw85KWxmpkvuOcU8z+4P7fHEfwwYNGjhdZ8h2c78t7rHVpEkTK1VKXiEgBAJAQESdB6iJN4BNZ4EHJwOZxQ0zbAVMMCbgtHw1bDZSuTOez5oTH7zeK+x55Op5DgMfa67afDxnQbXVQTBYSR3Be4BBQVf1b2DOEQ83M/k6aARciTqKNm6EfNttt+GJJ57At99+i+7du+O9995Twi7QATrYLoaZp3jYsGFD0HjoivxVP61es2bNQo4cOfDDDz/o4sP21dN18/tQijru6/Xdd9+hZcuWyQc36OaG02TMDegd9yjk/mfcRP2ee+5ReRhZVJIQEAKhJSCizgR/BkxZdQqoNxu4dxJQ+neg0Bgg90gg50jglhEAgxTEDgcYgY5r8ORIewyK9jqNiZVfVOvpDuQvibu77Ar7fs45OAGvfDQZ19NnxMUsOdCh7jdh32b57dz87fB+wvsK7y+8z/B+k3uUcf/hfajSJOO+NO+oiRuZZAkaAU7Shw0bhq5duybXybVS3NS6XLlyqFatmtocV39JkUIXN3tLHfNzTyx+Tvc2blLLfPaJlj9ujs3v6NJ58uRJlZ/n0CKoEyfgzMP6KSTz5cuH6dOnq821Dxw4oM7TefUr62cZ2i2PG3HzunQyWzfze1O/rsfZqzeizp/Xo9vEdpAf+4d8uCaOm0fzYDJ73faibs2aNS77UdfLV82f9er+t//e1/e8tn///Rd58+bFzz//nKI41s1rbN26NWrXro1KlSqp7SJSZJI/hIAQCDoBEXUmkXOlw9VEYMs5YOI+oMsGoM1yoNVSoOUSoPkioMlCoOF84I15cqQ5BnOT0GrQZpyPzY3ETJmxrcYLEdPPrf84jAul7kBiugzYXPYBvDH1csS0Pc2NI4v3hjfnA28tAN5eBLRcDLRaBrRdAfy4Hpi437gf8b4kKbwIOBN1euKeK1cuDBo0yG2DOaHm5L5du3Z44403lPvbhx9+iNmzZ6cQVrSezJkzBx988IHa5JlWK+avW7eusshpYUdLDMUcJ+GPP/44smXLhoYNG6JNmzb47LPPMHLkyBTtobsgBWC3bt1UeS+88AKaNm2K3377DXrNl9m6WbDV+lM0xskfVkWdv6+HTYqPj8e8efNAi9Yrr7yCtm3bYuzYsWqDc26fwGT2uvXYoNieMGGCsj4660d7FOTP8cB+4djg+kJ/Jm79QJdMWpX5kMA+8dr//PNPJeZoMb3//vtF1NkDkvdCIEQERNSFCLxUG2EE+IS6Vy/lxojcuYERIyLnAuLigE8+MdqePz+wYEHktF1aKgQikIAzUUeBRSFVqFAht5tb06LEza+rV6+OsmXLolWrVvjiiy+Ude+OO+7AjBkzkoloMUCR9tJLLymXTk7EOcnOkycPxowZo/JSXHz//ff4+OOPVZ7Y2Fi89dZbStBROI4ePTq5TNZP6w/XUZUoUQJcV0XB8thjj+H2229H3759lQXKbN0s2Er9yQ1x88aKqAvE9dACR9Fdvnx5JWw+/fRTxZbrI0uVKqXWmFm5bissNRae06NHD9hsNuTPn18JTP2dr69ktnPnTpQuXVoJVvvy+B0FP9fadezYUVnsRNTZE5L3QiB0BETUhY691BxJBOhOU6sWEBMDlCkDHI0gfze6bM2dC2TJAsTGAh99FEnkpa1CIOIIcMLt6H7JKI1cR1esWDHlMunqongu171RlGkLGkUEI2VS5D333HOg5YlJi4HMmTMrUUcrGifdXC9Hqw+FmX3SZbtbU8c8vXr1Qu7cudU6L1pl6G5HF7/69esr99EjR45Yrlu3192aPradLqiuDrqYsj1WRF0grocilRbOIkWKKBdFXhvbNnz4cGTNmjVZ1Gn2nrjze66pM9uPLJeMBg8ejKJFi+Luu+/G0qVLdXU+v7LsgQMHKtfL33//PUV5fDjBoD4U+XT3pRumiLoUiOQPIRAyAiLqQoZeKo4YAomJwOrVQLZsQNaswFtvRUzTkxt6/DhQuTKQLh1QoQJw7lzyV/JGCAgB/xLgJN1R1HHyW6VKFWX9okhzlRgshREIaSXhGi2dGKHw7bffVkKC/3EzaTFAl84BAwborGqi/cADD6gAF8kf/pffnahiXk7UueaPgmXKlClYsGCBOujq1759ezXR/+uvvyzXrdvrqn4KRwpfujC6OsaNG6fcTa2IukBcD9c6Usg8/PDDKbahoPAtXry416LObD+SJRkwUAmtdRRghw8ftu9qn97z+p588kklFrULr66T44BBUegmyiSizifUcrIQ8CsBEXV+xSmFpUkCFy8CjLBmswF58wJ//RV5l8lr6NDh5jVMnhx51yAtFgIRQsCZqKNg4USZlhVaelwlTpLpxkdRZp8uXryIDh06pAh7r0VdgQIFUlhqKAzr1auHe++9174IJcRciSqd8ejRoyhZsiQoMChCK1eurA4Gw+Dx6KOPqrV1Vutm+TzHVf0UumvXrlVCgpYnZ0fFihWV26gVUReI66Glkm6WtFzaJy32GOLfPrm7bubzhqV9+f58Tyvw4sWLlaX4E7rt/5cousmSluJatWopF11yoFWY/UIrMr93N7Z1WfIqBIRAYAiIqAsMVyk1LRGgqyUnWLRylS8fmVYuWgZWrDDcL2ltbNYMSEpKS70k1yIEwoYAJ+mOljptaaPrIzcbd5Uo6qpWrYqHHnooRRaKOgZCoYDjHm1MWgw47m+mRR0n2/bJk7hgXi2C6F7Hdjoe3GeO5VutW7fXlaijaGAkz2XLlrk8li9frjbH9kbU+fN6KGYYQMSZqLvvvvu8ttSZ7Ufdp3RXJQse5OePRFHGADq01Nq7dFJ0r1y5UrmXMuIl8/BgoBiuE2WUTK79/Pvvv/3RDClDCAgBLwiIqPMCmpwSRQS4dmXhQiBjRsP98sMPI/fiT54EHn/85rrA/8JuR+4FScuFQHgScCbq+Fn//v3V5Jd703FCbp84KedBwfTiiy+CQVEocnSiKGzevDluvfVWJbz4uVVhxfz9+vVTwpDiyVmiuyKDYFCcML+rZLVulmOmflf12X9uRdQF4npYJgPZ0JrK9WdM7DsGuOGaSWeWOnfcvWFJkbVnzx7QFXbatGnKddWekTfveQ3cwoJWN0ZJ1Ws3WRbro8Dntdkf3MPulltuAYPvPPPMM2p8eVO3nCMEhIDvBETU+c5QSkjLBOgm9dlnhttigQLAnDmRe7WcoPXoYYg6RvAcNSpyr0VaLgTCmAAn6Y6WOk6YGVWSLpEUA4yeSAFHywjXQ/FvBtvgOrouXbqoiIZcQ8bQ8rTSrVixQq1louubnmxbFQMMMjJp0iQVBIVh9zkBYPksRyfW1alTJxQuXFiFrWcb2S69H97GjRtTRL+0Yl0yU79uh7tXLeqyZ88ORp7kWjb7gzwpgpkCcT1k8c033yhxTMsUrausn8KNkUgdRZ2n67baj7wunuPv6JfsZwbnyZkzpwrc4q4P9Heypk6TkFchEHoCIupC3wfSgnAlQHeWgweBu+4C0qcHqlRhyLFwba3ndtEyQLcvCrrMmQGuB3ETsMFzgZJDCAgBZwQ44XYUdcxHqw4nzVwvRndAhoTnFgHcZ4yRMSmgaMGjxYfCjwKQkSi5rx2tdwyh/8cffyRXaVUMsGzuZ0a3TFriuJ0Boy7S0qMTxSc31H7qqafUmjq2keKSVkbuc8c98CiUrNbN8s3Ur9vh7lWLukyZMilO3MbB/uDWDePHj1dFBOJ6eB0M608XWfYRo0FyH0CKOQa4YV/aJ0/X7Q1LnuNvUUcLJNfMceuKffv22V+Cy/ci6lyikS+EQNAJiKgLOnKpMGIIJCQAnOxwG4Ps2YGvv46Yprts6OnTQL16xjXdeiuwf7/LrPKFEBAC3hHghNuZqGNptNpMnz5diTQKNwYiocDjeiTtykfRwvVj3NSa6+sowOjaxv3k6AanEy0rEydOVEFRKAR1ovXvq6++QjOunXVIrJ8irlGjRirgBV0taXWyTxQhdMOj2KR7HdvIaI9cS9W5c2e1hsubulmHmfrt2+LsPS2Vq1atUlE6GanT8WBAml9//TX51EBcD9vAwC7c/Jsijqy5OTsDyVD4OiZ31+0NS55Dgc9rZ32MhOlLovjlWkGWReun2cTomFxX17hxY7OnSD4hIAQCREBEXYDASrFpgADdd1q0MARQkSLAypWRf1G0NA4dagR9yZkT6N078q9JrkAIhBkBd6JON5VCg5Y5bvKsXQX1d/qVeRhRkVYTCr1gJ0706Q5KwUj3wgQ+6Irg5M/rYVm6Tyi0+Tf7sly5ciqASARjkqYLASEQoQRE1AWj4/hklWsWzp4FuF8Y9xiSI7wZMOLl8uVAyZJAhgxAtWrAfxv+BmPIBKwOupTyiX6hQkCmTMCTTwIHDoR3X8hvRfrHcQww6A/Xu8bHM0JFwH4u3hZsRtR5W7acFx4EaCmjxZWbwlPMcc0j10KWKFFC7e8XHq2UVggBIRBNBETUBaK3OcmgiONkee1aYOZMIyjFzz8D7doZgTcYfEOO8GXQti1Qp44RIOWWWwD2XVpJfLjQqJFxbbGxQPPm4dsP8huRvnEcA59/DtBdsE8fgBsgMzrtli3GA7MwefAioi6t3CxdXwfXktH1kW6xdMHkejqueeTebtqC5/ps+UYICAEh4H8CIur8yVSLuc2bgZEjjb3A/u//jCAb3LhajshjwPV0XHvGSWNaSbRuMNgCLZAyJoVBJI8B/j5z5DC26vjqK+MB2qFDIQ8AJKIurdwsXV8H18jNnDkTXbt2VQFn+Mq1ijoyqesz5RshIASEQGAIiKjzF1e6WNIyN3YsUKuWIeQ44ciSBciTByheHChbFrjnHuDee+WIFAaMePnWW2Hp4uX10OXDhyNHDJfSSOkHaafcM/QY4Ibad98N3H47ULgwQEs6H1Dwfps3L/D++8DixcD5817/RHw9UUSdrwTlfCEgBISAELBKQESdVWLO8nMBOyNPcTKRNasxuciVC6hcGWjQAKC7UL9+RiTF9esBWvLkiAwGW7cCXF+X1hLd1PbujYw+kN+K9JP9GOC2HFzv+vvvwE8/Ae+9B9SuDZQubWzVwe1H+L5/f2MtYgh+uyLqQgBdqhQCQkAIRDkBEXW+DgBOjletMgJO0I2J+3+VLw989BGwcaOvpcv5QkAICAEh4InA1auGSzFDyTNSLa12tOC1bw8wqEqQk4i6IAOX6oSAEBACQgAi6nwZBHS53L4dePZZYxLBvcz4xHj69LTlrucLIzlXCAgBIRAMAnQrZhAgBjW6805j2w4Ku06dgIsXg9GC5DpE1CWjkDdCQAgIASEQJAIi6rwFzQnEiROGRY4WumzZgPr1ZTNnb3nKeUJACAgBfxDgXmr//APcdZfxsK1AASNKZlKSP0o3VYaIOlOYJJMQEAJCQAj4kYCIOm9h0t2HQVG4hi5jRqBGDWONkrflyXlCQAgIASHgHwI6wisDqXCNHYOr7Nzpn7JNlCKizgQkySIEhIAQEAJ+JSCizhucfOLLDZwrVTJcfLgof+5cb0qSc4SAEBACQiAQBOhy2aGDEYGYnhStWwO04gUhiagLAmSpQggIASEgBFIQEFGXAofJP7ixeI8exv5WXEfH/ZEkCQEhIASEQPgQoIv84cPAI48YbpjFigGMPhyEJKIuCJClCiEgBISAEEhBQERdChwm/tATBW5XkC6dsW7j4EETJ0oWISAEhIAQCCoBumGOH29EJY6NBT75JCjVi6gLCmapRAgIASEgBOwIiKizg2HqLbcwWLDAEHScJLRpY+o0yRS5BOITga3nouvYcyFy+0taLgRSEDh2DKhQwbhn33MPQE+LACcRdQEGLMULASEgBIRAKgIi6lIh8fDBpUtAly6G62W+fMDs2R5OkK8jmUDSDWDvBaDGtOg5ak4Dmi+K5F6TtgsBOwJxccBnnxn37IIFgbVr7b4MzFsRdYHhKqUKASEgBISAawIi6lyzcf7NuXNAs2bGBKFoUeDUKef55NM0QYCibuNZwDY4eo50Q4AKf6aJ7pOLEAKAjlTMrWfy5AF++y3gVETUBRyxVCAEhIAQEAIOBETUOQDx+Ofp00C9esbC+9tvl03GPQKL7Awi6iK7/6T1QgB0mZ8/33gQlzMn0KdPwKGIqAs4YqlACAgBISAEHAiIqHMA4vFPirq6dQ1RV66cx+ySIbIJiKiL7P6T1gsBJeqWLr0p6nr2DDgUEXUBRywVCAEhIASEgAMBEXUOQDz+SVH3/PMi6jyCShsZRNSljX6Uq4hiArTULVlyU9T17h1wGCLqAo5YKhACQkAICAEHAiLqHIB4/FNEnUdEaSmDiLq01JtyLVFJQERdVHa7XLQQEAJCINoIiKiz2uMi6qwSi+j8Iuoiuvuk8UIAyv1SLHUyEoSAEBACQiCNExBRZ7WDRdRZJRbR+UXURXT3SeOFgIg6GQNCQAgIASEQFQRE1FntZhF1VolFdH4roi5mMJBtOJBjBJB1WHhsgWDfJrbNzNYMsqVBRA9ZabwjAXG/dCQifwsBISAEhEAaJCCizmqniqizSiyi81sRdRRyL8w2Nu5+cro5AWVGZPmSJ8sw4JkZwDuLgDqzzLVJRF1ED1lpvCMBEXWORORvISAEhIAQSIMERNRZ7VQRdVaJRXR+K6KuwGhg6QkgPhGYsM+cgPJFsJk5N+8oYOpB4FoSMPeouTaJqIvoISuNdyQgos6RiPwtBISAEBACaZCAiDqrnSqiziqxiM4faFGXcShQ+ncg/RBzgsuMkLPPI6IuooefNN4fBETU+YOilCEEhIAQEAJhTkBEndUOElFnlVhE5w+kqMswFLj/b2DsbmMdnr0Y89d7EXURPfyk8f4gIKLOHxSlDCEgBISAEAhzAiLqrHaQiDqrxCI6vy+iLsMQoMhY4I4JQMnfjCAqWqzxu3snATMOA8euAOX/NPIUH2cEWaHlrvAYoMRvQP7RAAWgLqsY8/wX9ISukrlHAaXGA2V+B/KNTmnxE1EX0cNPGu8PApEo6q5dAy5dApKS/EHAehms9/x54Nw544iLA27csF6OnCEEhIAQEAJBIyCizipqEXVWiUV0fm9FHdexPTwF+GWTsaZt+E7g1X+BnCMNV8u7/wQm7jfQXL4OjNkNME/vLYbAu2UE0H41MHgH8OlK4LGpQPfNwOQDQO+twMtzjbLKTgDargDG7QH+2g+0WwXc/vtNYSeiLqKHnzTeHwQiTdSxvVu2AKNHA2fOmCfgTyF48SLQty/QsyfQowcweDBw5Yr5tkhOISAEhIAQCDoBEXVWkYuos0osovN7I+quJwHbzwPLTgB7LhiWOJZz8irQaIHhavm/NcDpeAMN8++KA3acB5afAB6ZAuigK9dvGN+tOAlsOw/svwjwM1r3Wi4xhCDrYH2XrgNXE4FRu4HY/yx5IuoievhJ4/1BINJE3eXLQO/eQMGCwLp15gh4KwRdlX7qFFC7NlC9OlCyJFCkCHDypKvc8rkQEAJCQAiEAQERdVY7QUSdVWIRnd8bUUcnpfMJwOjdQIN/ga9WGSKMYmzJCcMNs+4swzpHOBR3tLw9OxOoNc1wt9SijmWdSwAGbgdqTQfeWQwcuAjw84vXgIXHgNfmAc/NAv45aKA+cQWo+rdhrRNRF9HDTxrvDwLRIOooBGlVoxDcsMEf1IwyLlwAvvxSRJ3/iEpJQkAICIGAERBRZxWtiDqrxCI6vzeijpY3bm1AQcU1dFzzRusZ06FLQPYRxkFrHdPhS6kDpWhRx7IWHzdcLVlWrpHAkB3GebT8PTrVqCPTUGMfOn5zNh5oOF9EnUFJ/o16ApEg6vQathMnAHtL3Zo1hoVsxw6Ax9mzKbszMRE4dAjYtg349lsgXz5g+nRg/37gwIGb1rWEBODgQcOdc+dOYO9e4OpV4Ngx49zjx1OWq/9yJeq4vo4ummwv2yBJCAgBISAEQk5ARJ3VLhBRZ5VYROf3RtQ57lNHEfflKgPDkctAwTHmRZ1jWXSr/HxlyrIo9mKGAOUmGJ/TskfXTH4ulrqIHn7SeH8QCGdRFx9viK0lS4A+fYx1bFrUUaBNmAD88APwxhtA3bqGNc5e2DGACcVc69bA448D2bIBDRsCbdoAn30GjBxpBDih8HvnHeDXX4HGjYE33wQmTwb+9z/ghReAb74BKOAckytRx/V7y5YB7dsD//4L7N5tiDzH8+VvISAEhIAQCBoBEXVWUYuos0osovP7Q9RRiH26wsDgStTdMtIQYRRiPLSlzpmocyxLibrBRpRN1iKiLqKHnDTe3wTCTdTRKscAKJs2ARMnAi1bAvfdZxw//XTTUkeB9tJLwBNPAO+/D9x/P5AnDzBmzE1CFHXffw98/LGRLzYWeOstQ9C1a2cEW2F9dMnMmBGoXBl47z2gWDGgdGmgTh1DMBYqBMyZc7Nc/c6dqFu40Gjz3XcbInHoUGMNIK1/Yr0I6CYuAAAgAElEQVTTBOVVCAgBIRA0AiLqrKIWUWeVWETnD6So09a7o5eBkuOBmMFA5mHGmjsRdRE9bKTx4UQgXEQdXSDpFrl4MdC1qyGoypcHatUyrHGrVhliSFvqMmc2RB0FoBZmtN41aJCarrs1dfrcnDmNACy09DVpYqyTO3IEOHwYuO02oFu31OW6EnXMSeFGCx0tjLT2VaxoBFb56itg9mxg1y5jW4bUpconQkAICAEhEAACIuqsQhVRZ5VYROcPlKjLMgx4Yx6QeAOIuwZ8vRp4aArwwmzg4cliqYvoQSONDy8C4SDqKIC2bweaNgXKlAGqVDGsb1OmpHZ71KIuVy5gwICbLLl+7YEHgEceufmZfmdG1NHKR3dOWvfomlm8uCHMaFmrVMlwpdTl6Vd3ok7n4SsFK8Xq118Djz0GlCplCNJ//rHPJe+FgBAQAkIggARE1FmFK6LOKrGIzh8oUcdNw7nH3NrTQEKSIe5OXAXonvn+EhF1ET1opPHhRSAcRB1Fz7RpQNGihtsjrVtbtxpumI6bemtRV6AAsHTpTZb8v6dePeDee29+pt+ZEXV58wJ//22ISIovWueYGCSlalWgbVtd2s1Xs6JOB05hEBa6lFJ4chsEikdJQkAICAEhEBQCIuqsYhZRZ5VYROe3IuoYmbLPVmD2EeC7tTfXyNEqx43H5x8D/txnRMPkOjhGrHximrEJOfe0m3fM2Fj8wclGlEsrZdF1s9g4ow5ubfD8bKN+bnbeeQMw94ixEbpes+fulYKzwp8R3W3SeCFwk0A4iDq6QNLV8eefgaefNlwVX3wR4Bo6WrgYjfLSJaPNWtQ57lOnRR3dHB2TWVHH4CgUagyQ4ijqGFzFMTEv3Skp0JxFyKRYZRCWFSuMDcoZpIVWSFrreJ7ZffYc65W/hYAQEAJCwDIBEXVWkYmos0osovNbEXXuhJK77yii8o0GYkfcFILu8gf6OxF1ET1kpfGOBMJB1Ok2aYsW3S51gBRa3hiRcsQIY42at6KuXz+A1j1GpbRPek0dLXVWRR2F5i+/AAykwi0VdOJ18P/CSZOAVq2Ahx8G7rkHePVVI+KmMwGoz5VXISAEhIAQCAgBEXVWsYqos0osovMHQ9QFWqRZLV9EXUQPWWm8I4FwEnX2beM6OwYT4TYDzz5ruFXSuuWNqOPWCBRYuXMbIozr5M6fN8ryRdSRHS2JtBr27QscPWq4jNKCN2sWULasERyFlj9a6yTqpX0Py3shIASEQFAJiKiziltEnVViEZ1fRF1Ed580XggA4Srq7PuGQm7uXEOYeSPqKNwYiIWumdwegdsZ9O5trOPzRdSxjSdPGtslsGyukaMLKSN1bt4MjB0LnDplfyXyXggIASEgBEJEQESdVfAi6qwSi+j8Iuoiuvuk8UIgMkSdfT9dvWoEG2FQFFrydGLUSlrymjXTn6R8pbWOwVgaNTK2SahZ09hUnKJuzx5jCwVuck7ROGSI4SrJErhlwrvvGlsTpCzR+IsbjS9aZLiI1qhhWBXpPipJCAgBISAEwoqAiDqr3SGiziqxiM4voi6iu08aLwQiT9RJnwkBISAEhIAQ8IKAiDqr0ETUWSUW0flDJuoGJcHW/TRsXQ/CNuAarK6L8yW/rKmL6CErjXckEAnul45tlr+FgBAQAkJACFgkIKLOIjAV8ev554GYGKBcOatnS/4II6BFHbcMCOrR9zJsTYfBVvNDxHQ7EtS60w8B7pkYYR0lzRUCrgiIqHNFRj4XAkJACAiBNERARJ3VzhRLnVViEZ2fom7vBWM/Oe4pF6zjsQnnUOTp5siUuxAe6L8laPXy+mpOA5oviuhuk8YLgZsERNTdZCHvhIAQEAJCIM0SEFFntWtF1FklJvm9IHDu3Dk0b94chQoVwpYtW7woQU4RAkJAERBRJwNBCAgBISAEooCAiDqrnSyizioxye8FARF1XkCTU4SAMwIi6pxRkc+EgBAQAkIgjREQUWe1Q0XUWSUm+b0gIKLOC2hyihBwRkBEHXDjBsCtCS5dArjFQSAT67pyxTgCWY+ULQSEgBAQAikIiKhLgcPEHyLqTECSLL4SiGZRt/PiddRYesrl8e+Jq77ilfOjiYCIOmNbh02bgNGjgbNnA9v73Gfvn3+AqVMDW4+ULgSEgBAQAikIiKhLgcPEHyLqTECSLL4SiGZRt/h0PGwj97g8+u+95CteOT+aCIioMyx03bsDBQsCFHeBTCdPAk88AXCjcklCQAgIASEQNAIi6qyiFlFnlZjk94JANIs6Z5Y626xjySJPRJ0XA8rEKX8fuYr6q86oY9/l6ybOiJAsIupE1EXIUJVmCgEhIAR8ISCizio9EXVWiUl+LwhEs6hzhuu3Q5dF1DkD48fPPtl0Lpnx8jMJfiw5xEVFq6jj2rnz54ETJ1KKuvXrgcOHgW3bgL17gYsXnXcQzz9+HNixA9i6FTh0yFiX55iba/UOHDDy7N9vvHe01LEPmMeZ6ye/O3gQOHXKaAvbm5joWIv8LQSEgBAQAh4IiKjzACjV1yLqUiGRD/xPQERdSqYi6lLyCMRfIur8R/Xy5csYNmwYunbt6r9CzZYUH2+IpCVLgD59gL59b4q6vHmNdXWffw68+irQrBkwcmRqsUWhtmYN0K4d8MYbQIMGwIcfArNnA5cv32wJ65o3D2jZEqhfH/j4Y2DwYOCRR1K6X/L/zc8+A/r1M4K26BIoHPftAz74AJgwAVi2DGjfHvj3X2D3bteCU58vr0JACAgBIZBMQERdMgqTb0TUmQQl2XwhIKIuJT0RdSl5BOIvEXX+oxp0UUdxdOaMsV5u4kRDZN13H8Djp59uirpMmQzB9frrhniqUwcoXhwYNOim2GJZu3YB1asDZcsCrVoBX3wBVKsG3HEHMGOGAYrWNAq/8uWBKlUACkXm5fsSJVKKOraNou+uu4x2atQUiBSeXOvH4CoLFxptvvtu4M03gaFDgXXrgGPHxHqnmcmrEBACQsAFARF1LsC4/FhEnUs08oX/CIioS8lSRF1KHoH4S0Sd/6gGTdQlJAB0eVy8GKBVkCKNIqtWLeCHH4BVqwwxxK0MGCglSxbgtdcARqjk1gN0iXzsMaBSJSAuzgBAodWzJ5Anj2HF46cUcHTbpMh77jkjmibz0/pWpAiwYIFxLrcyoEBkPfaBUmjRGz8eKFAA+O23m6Dp3vnUU8CDDxptYj200FHovfACULGiIS6/+sqwElJs8lokCQEhIASEQCoCIupSIfHwgYg6D4Dka38QSCui7lR8Er7dFodHlpyEbeZRPLr0JH7YHoftF6wF4vCXqPOmPaMOXMbw/ZeS23w58QZabzgL2+xjaLHuHK4m3Uju8v2XE/HhxnOwzTmOjtvjcPOb5Cwp3njTHhYw+3i8ahPbZZ+OXE3ERxvPocC84yg2/zi677oItslM8peoO3/tBrrsuIBXVp1RbbDNOIoqi06izcZzqs0rzyTgorXuN9N813nS6po6CqDt24GmTYEyZQwL2fvvA1OmABcupOShRR2Fmr2o4nq6zp0NsUXXRyb9f1zp0ikF1LlzwNtvGyKOljOufataFXj44ZtWPp7P9XFFi6YUdRSQXJNXoYJhsWOf8GCdFHq0JjomClaK1a+/NoRnqVLASy8ZFj3HvPK3EBACQkAIQESd1UGg/8OLiQHKlbN6tuQXAqYIpAVR127LedjG7ksOvpFim4Kx+zBwn4sADU4I+UPUedsefQ0/77yAazcA+0icvKa2m86pFjNipG3iwRTXO8jNNXrbHlZmm/tfNNBRe5Np/W9rHGxjnPAevRfzT8Yn53P1xh+ijmLONn5/CgYp+v2/rSo+/Y+Zq7b49fO0KuooeqZNMwQUBRitWwxoQldHiij7pEVd/vwA19rpRIsd967jWrtJk4xPKdZoOXvgAZ3LeKUA7NDBcJWkS+SRIwCFFt0q7ROtb3T7tLfU8XsKTa6XK1bMcO/k37TA3XabEYzFvgy+5zWwzp07AbqUcp0erYK0DkoSAkJACAiBVARE1KVC4uEDEXUeAMnX/iAQyaLu/9k7DzApqqwNj7vr/uZEUkBEUcSAiAnTmkUUc3Zdcc05rDln14jImgMiKIIEwQAqYgIVcyKo5JxUQImK+P3PW5dL1/RUd1fN9ITuOfd5erq76lbVvd+t7rlvn3PPYTp54PAfUxP7FyZq9w/nCGjY56MfVdIrBR5AQJxSEairaHvCUHf+1ysiRD4/IdW/N2YEFrmSgdPdtvC+IbPKdK+i7eGE6VDX7uPSegfg2TsEV30mKz1NAekLooAr17arR84v0yc29J6WilAanOOlKdpl2BxdO3K+Tv9ybnAPlAyYGlzToC5SwmQbWfsGWN1/v9SunXNVPPpoZ/XCwkVkS++q6KEOq5i3yHE1oO6FF5yrJeBE8Ra43Xd37/1fAAuXTs7x+efu2k2buoArvg7PQB0WvHSow7L4yScOQu++27l+7rhj2eOBVax61CXoyimnOCskbqJAIEBpxRQwBUwBU6CMAgZ1ZSTJscGgLodAtruiCvz555/6+eefdcYZZ6hBgwYaMWKEljOBK5DSaeyCFCwMnC7yzoXLqF+WqaTfCotWn8mxXPEqAnUVbY+HurO/mhdYwgAVunTmV3NdP5+boCcmuD5jfcMdE/fLAGxemRruevC6ou3hJGGou/27X9y1np8QuIPiHkrBqkhbPaQBpOGSb6grGbQCap+boAEzFocvVer12IXL9O3830ttq9Q3xWqp86J5ixZul0ShxErWurV06qlSt25ujZqHuij3SwCLQCWsv6PwPw44JChK2I0T98uzzpKaNJFmzHDwh+slAVSIlkmhLcBkeqAUtzfl2rnLLs4NtG5dZ4Xzx3JtLIYEXOHcrVo56CNCJ7BoxRQwBUwBUyCjAgZ1GaXJsMOgLoMwtjkfCgB0v/zyiwYMGKC2bdtq/fXXV5cuXTRq1Kh8nL7SzzH7t+UpS9wLE/XDguj1XF0mLlwJG6y5y1XKC3X5aI+HuuC53xQtXgFNH/y4dGUfSvpO1o5D56zsxg24nuJq2HvSym28yEd7OM9KqOMaKyyD3SaXXl9HPdbslTznrIp/fWdmqbaM/nWZ3py1dOVj/5B1FVfT8L7w6/ELS0M6J10KyHoL5WvTSl2n2t8UO9SFBcYaRjCRTp2k9u0d3GHd8lC3+urSaac5QCIgysiRzsqHxcznkKPuPfdIuGr27Oly3WGlw3JG9EqCsKApgVIuu0zaaCPn0kkdcs0BkkTZTLfU0U4sgwDaGmtIWAIJhOIDtGChGzzYBWMh8uZNN7lr0icrpoApYAqYAjkVMKjLKVFaBYO6NEHsbT4VwCI3ZswYNWvWTCUlJcFjnXXW0V0EMyiAci9rqlasm8KSlakE1qwVsIFVK1cpL9Tloz0roa77eN03JuUuOhKL44q+AjRh2Lnr+xU69CoNdfloD1qVgrru43XGl5m1XmkVHTg9q8wVWVOHHXnler4eE/V1VVrisvZKDkBYR1ZSIq27rvTww7mOqPD+Kot+ma2lQNvbbzvLl4e6VVeVsJIRfAT4OvdcqVkzqXPn1Jl8SgPW1GHxe+ghF9ES6x2RNfv2dXUBO6x7pB/Yd1+pSxd3Hix3uGhGQR2WPKJ1so5urbWka69NXZfzAZm4gwKHVkwBU8AUMAUSKWBQl0iuUGQwC5SSVDmrH1OBBQsW6M4779Rf//rX4LHddttp2rQaZv3I0BciXHrQ+eCn7ME5VsLGgLIuiumnLy/U5aM9K6Gu7+SVVjrah1up72vz92eXanIQMATgS4O6fLSHC5WCuiGztMx5XJZqg39T8uo0184IV1Bfh+eKQB3Htxw2e6UeAB7r6MZFWPXC16yS17XJUpdJUCxkJPcmHQHRL3nGTRMYw/2S/eGCO+XHH0vHHefWx1H3kENcUJWw5YxUBa+95qx31Gnb1q3xu/RSl4g8fE7/2uesI2CKd/n0++zZFDAFTAFToNwKGNQllc4sdUkVs/oJFQhb6wrJSkc3S0U+BPDenJn54SNj9piYM/R/uaEuHImxnO3xUJce3CMMdf2nlV5DlhHq8tCeQGcf/bL7eM35Lft6y5UBXPpNyXonVhTqpiz+Qyuv5S2YWGOHzBLutgtXuK1mbURl7DSoK6sq0IbFLLxmrmwtCasda9kmTkytm4uqB9xRB4tgtoKlbvx4B4oEdwkDYrbjbJ8pYAqYAqZATgUM6nJKlFbBoC5NEHtbGQpgrbv77rvVunXrgrHS/bpsecpS4yf1MZ9Za5atlAfq8tUeD3WsMwuXMNSFXS+pEwV1+WoP519pqQulNAi3Lfx6JWj1nRzeXOZ1RaGOE7Le8JqR81XSZ3LZe+HFSSJYy8yl2ce6TMMqusGgrqIKVvx44JComp9+6tbrkcfuuecqfl47gylgCpgCpsBKBQzqVkoR84VBXUyhiqcavDH+16p9jJ2/XMO+n66r7nu8yq9NX6fm+ME9anTRyQflwGI3eNbS2A8CbWQr5YG6fLUnX1CXr/agU02FOj+GwN3/xi0oa7kD8ntP0qvT09z9/IGV8WxQVxmqJjvn4sUu6ArumQRbOeec3FbCZFew2qaAKWAK1HoFDOqS3gIGdUkVK+j6eAtNXiCd8E71PI4f8keVX/ukd6SrPinfsBEF0q8zwx0vX6U8UMe189GefEFdvtoTnMe7X9YwS13UeH/6828K8uj56JiAXY+J+v7XslE0o46v8DaDugpLWOETENmS3HkPPCC9/LKLqFnhk9oJTAFTwBQwBcIKGNSF1Yjz2qAujkpFUwcD0rdzpZKna8/jL12k7fqVbwi3ej8VLOP5KYvKd5KIo8oLdfloTz6hLh/tQZ7KsNStzHfXfbzempU9yE3EEOXcFKy5GzxzJfSf8kXmiJ05T5akgkFdErWsrilgCpgCpkCBKmBQl3TgDOqSKlbQ9Q3qkg1f36mLV07aN39vds4AKHHPXl6oy0d78gl1+WgPmlUG1D05MZU0vuukcvjfxhjM4T/9tvL+qP9u7lQWMU6Zu4pBXW6NrIYpYAqYAqZAwStgUJd0CA3qkipW0PUN6pIN3+9/SiWvrQih3328zvlqXtYTEBGxZwyLXnmhLh/tySfU5aM9CFoZUBcGrsbvzcoI5FGrH3tMWaSXpy9RrhAoQ2YvWQl1p5qlLutnoyB2EkWTiJcEQimGQj/mz5fmzXMPEqPjg28lpUCxjXmqZ/bKFCh4BQzqkg6hQV1SxQq6vkFd8uH7bO5vIhm3X1vH5J2cdT6X2oJlEuuszv5qnkuB8FL2UPu0IAx1JDV/c9bSUo/06JPhVle0PfmEOtpV0fZwjsqAOqauJS9NWTluR3zyU6l0CaRO6Dh2gUoGlU1iTlTLYLwHTBUJ1knMTrAUX3hF4JyS/lNXnr/KgqWYpc4PQ36f0XXUKJe7jtxzcQtQQN7NMWNcRMy4x/l6XPeHH6TpZe/DoAoQBox9/33ytXsLFkiPPir9738ukfrTT0sEeamthZQTjNXYsQ5uq2vMa6v+1m9TIKECBnUJBZNBXVLFCrq+QV35hi9wM/R56Hxag16TSkGDhz4m+rlKGOpWHufP23280nPIpZ+vIu3JN9TRtoq0h+MrA+o4LzC2Mim81xfQ6z1pJYyV9JqYLm+QqqDMuJCjrt8UlQyYqpKeE1PHdx+vEz9LAAFlrpZwg0FdQsFiVl+0SHr4YalBA+mrr3IfBMxNmCC9/rp00UXSkUdKjz2W+7j0Gj/+6JKi33Zb+h73nqAsb74pHXGENHRodJ1MWzn3wQdL++wjNW0qNWwozZmTqXbxb2e+c/nlLpE8n6PqGvPiV9p6aArkRQGDuqQyGtQlVayg6xvUlX/4vpr3u3DjW5nmwEOCf35jhjqNXaCffktZdDJdraJQx3nL257KgLqKtIdjKwvqOPdkkoiTqD1kbV0JbP2mRAI0QVDu/P4Xlbw1M/o4P+YDpurxCQtXWm25XqUXg7rKkTjJBB+LD5a5f/9bat5c2moraY01HNwlbR3J0HfaSdpvv+gjcQe9/36pfn3p44+j6+TaSlL2a6+t3VAHhL/zjrThhtKDDzrFqmvMc42X7TcFTIFAAYO6pDeCQV1SxQq6vkFdxYdvwqJlemnaYt035lcRgGPoj0urPgF1qBvWnpAYWV6y3vG9OUv14NgFenbSwsBtNM7KqXm//xnU7T9tsTqPWxBA3Oszl2jUL8sU8sjMcuU87zKoy5+gfs0ZicTDE/wvvnAWLdwiecxNi2yK9WzwYGnPPSUsbK+8UhbqcJvE/ZFzA4GZCv+DjznGgSHt4ThcJGmPd738z3+kxo1Lu3dSl3aNG+fcRidNcsdEXScJ1NHWGTNcv3FHxRoJWIYL1wZG0Wb0aGnqVAlo8gV9pkyRcGMFfjnHkiXSzJnSd9+5Y31d/5ykP/4Y/8yxrB1E60wFnU87TWrZ0vWPetU15pnaaNtNAVOglAIGdaXkiPHGoC6GSMVTJS7UrfK0tMaz0trdpNW7Vk36A6656jPSOt2ktbpJpCLIR+qFiqQ0KJ6Rt54UjQIGdRUfyqVLHXR8+KH0yCNu3Zmf4NetK/XpI91xh3TyydLhh7s1aWGw81ADSAFegEq6pQ7IGT5cuuEGZyECvoC89MJ6OVwCGzVywUwAugEDpBdecFAEGJ14oktyzrUo3ANcs2NH18ajjpJOP13q1csdk36NOFDHuYG399+XrrxSOuUU6dhjXWL1Hj1SZ6RfQO9117lrn3CCdMkl0ltvpUAUyDv7bKlTJ+nUU6V//cuB7003SbT15ptLJ2tP2h/fmqhx9PvCz5wfKydgfOutqT3VNeapFtgrU8AUyKKAQV0WcSJ3GdRFylKsG+NCHSB31FvSWcOktq/nB65yAdrfnpG27iud+4HU4T1p3W75ua5BXbHezbW0XwZ15Rt4QAxAGjFCeukl6bzzpJ13do97701ZbYAzLGf77y9dcIG0yy7SBhtIYbAJtyAb1LEGjmtgHQJsnnnGrdfDYuWtd4AFYMlavpEjXSCPTTZx7994w1kMcc1s395dlX4Ak8AU9Q47zEHhXntJzZo5QPXn9u2MA3UA0quvOovhrru6dWe33OLg7oADUtcmyAhr9Lbc0rmbXnONtPfezg2V9tK+b76RVl1V2nFH6fzzHUxtvrlrK6CMC+SQIalzJulPrnH0fQ4/E/3z4otdm4FrXzzUVfWY++vbsylgCmRVwKAuqzwROw3qIkQp3k1xoa7+89JHs6Wlf0h9JuYHrnJBHZbBcz5w2s9cLG3eOz/XNagr3vu5VvbMoC7ZsOMKCDR88IF0330OLLbdVjrwQGeN++wzB1h+gv9//+egDgD0gIL1DoiKKpmgjrrAFRABtGGh2n57B0TXX+8sWwASFkCCrXANnr/8UlptNal1a+nuu52r4DbbpNbr0c6HHpLWX98FdgHGaAPWseOPl1q0KBtJMxfUcTwul/vu69oIXPrC+T/5xL3j2kTSBHK7d3fb6OPXXztgOvRQCb2BunXXde2jf7g9EqSFCJ9En9x0U2dl5Axx+sMxccfRt9s/+/Zttpl02WV+q3uurjFPd2ct3Sp7ZwqYAisUMKhLeisY1CVVrKDrG9QV9PBZ400B53qH22BJSWriXMm6LFq0SF27dtV9QFEhFSb0pALANXGLLVxAEqxvWKQAnXDxE/z11pOeeCK1h3VaWK5YPxdVskFduD5QAljeeKOEVQ3IwCJIW1i7BtSRfqBbNwc9WMAASYAUyxaujBSiV2IZA5I4FndJHrg/4upZp45z3wxfOxfUoRPuiWuvLWGdy1T8fAGrWxhMsISdeWYK3IA6wA83VtxLr7pK2nhjB7lYKXfYwbWV68TpD5bVuOOY3nb6ji7oTbvCpbrGfODAcCvstSlgCmRQwKAugzAZN/sv6VVWcb/wZaxoO4pBAYO6YhhF60OtVsAsdfGHH5AaNMitVwNEsJgR2AMrHDAWLn6CT5TJjz5K7eF/JOkKsJxFlbhQRz3W1BE4BEgBEgEzgAcLFtDJWrarr3Zr6Hr3lrbe2sFWGNSwqJGeAPgkaiYujjwAJR7/+IdbWxduay6owxrH9QCxF18MH1n6NYC7224OcsN76BcBY3AhZb0d8ESbX37ZwTMgi3WOQoCVNm2cyyjv4/QHq2DccXRXcX+xtLL2kOikZ5wR3uNeV+eYl22NbTEFTIE0BQzq0gTJ+dagLqdExVShPFDXd6ILmrJxT+cSWfd5F9Ak3Z2SQCesxduwh6u32YtSneei63Is9dd8VmrcU9qyj9Sij3TlCi8f3C/Zxr5Nerlzhq/31y6pfQ16ZHfTNPfLYrqDrS9BkAyz1MW7EZjUA0ykBGjXzrkWHn20xBo6rGbhyI5+gp+ep85DHa6TUSUX1AGWuEbiwkjybwKQAGNY63DDJCcesMQaPgKTEJilc2e3vg7oe+ABB0vffuuu7iGI41kfmP7A6kebwwWo41qcD6hKL0SmJDALUNe3b/re1HvaCZDtvntqG6+AOgLLAMSffpqCOqKCcm0CpKRDnXeFjNMfrHlxxzHcMqyJjDVWQj4z6aU6xzy9LfbeFDAFyihgUFdGkhwbDOpyCFRcu5NC3e/LpaEzpVPflx7/Tuo3Ubrhc2m/QdJqoaiYgBPQd+I70l3fSC9NlF4YL137mdTuDWn950qDF1DW7EXp9KHSQ6OkgVOl7mOlgVOc3kBd6/7SNZ9Jz/wg3fqlA8sABrtIjXpKD4+SnvxeOm1o6XOH4Y/XBnXFdQ/X+t6YpS75LeCtZLgr+gApWN6IzIi7I+ve8j3B55r8f+3f362H22MPqVUrZ4XD8hSGK7/uDHDEOoelkP0EWSFISZMmLmQ/PQdw2MY+2hynADfAIW6cpCFIL9xTXBPrWjg6ZHo9+gMUk5sPWPMF98uzznLtBGC9pS4O1CXpT5xx9G0C6BlXrJisNb88S84AACAASURBVOR9eqnOMU9vi703BUyBMgoY1JWRJMcGg7ocAhXX7qRQh4MSwVImLpC+nSvNWCQBehN+ldq/KQFnHtAeGCH9RvqixdI3P0vjfpEWLpPmLJEu+kjaYAXYUR8rXNcxzgNq/m/SD/OlUfOkn5Y6vYG67ftLV32qIBcY59j7NQdvWAOBQQrbj3vboM6pYX9rhQIGdRUbZtaPEaCENWpElATusGIlneADCT/+6Kxw770nrb66CwhCUA+sT1ivyGVHlEiiRWKtwlrH9dMLgESY/zXXdBEsWYcG6LEWcJ11HJj4Yzjvf/8rbbSR1K+fA0csbZwDoMKil34N7hksk1ghWbdH+3BB5Thf2IZrJRBEoBTaQHoFrHNYAynA4T33SPXqST17OtCkPfSLYC4En8EymQTqytMf2pJpHF1LXdtZG4lOROWMKtU55lHtsW2mgClQSgGDulJyxHhjUBdDpOKpkhTqqD/uV6nD+1Kbl6WrP5NGznWgBbjhHkleubu+lqgLlF33ubTjAAdbvca7uj8tkf79voOvdbtLD46UAEbqdx7pABHr37NjndZAXfM+0ha9HUAu/sNZ7Mhj1+gF6f2Z0rLl0rBZ0po5Uh+Ypa547l/ryYocZeZ+mZ9bgUn92287a1rSCT4wQhTKiy5y6Qr+9jdpu+3c+2uvdYE9gCPcGoG/bAV46tpV+vvfU6kLaA9rAInGedxxqaOxVk2eLB10kHPjvPNOB1iPP+7C9uO+SdvSCxYxXDyxBrKOD5dUXD99AfAIbEJk0LZtHfyRxgHLHW6hFEAWICZwDDBM/596ylnvOA7XTeokgbry9se3m+fwOPKecxJghnWLhxxSOjF6+nEPP+xgN6wF8yLWUaa73OZzzMPtsNemgCkQqYBBXaQsWTYa1GURp/h2JYW69JQGWMnOHOqA7OelDtwAO6xyWPDenZFKGs6aOVwypyx0FjxcK7HSNemV2jZgkltbh5tkVEoDkp/f8oUDRs7T6iXp0DcdKM5dKp39QXYrnblfFt89XOt7ZJa6yrkFgBoCmDCZB1x8wWKFJS890Mb8+dKll7pIlESjDD+OOMKF+ffnyPXMmLIWDVAD5Chs+/xzt400AuECOOFaSNJvwAXrGvn0Dj5YuuuuaIghafiwYc7l1Oe9wx01XAiY8tprEu0H3DgvaQ5uvz1Vi/MQKRPQZH0dbqCA0/PPO+sZbRs/3qWO4McHgKtLF+d2ylmwEJ57bqqfbCtPf1ItKvuKsQSmWeMHqGYq1Tnmmdpk200BU2ClAgZ1K6WI+cKgLqZQxVGtolCH1Wvbfs5K9uvv0u1fSTv0dz+MLvhduu2r0pCFy2XvCQ4CJ/7qEorv8rLT8pffpP98nKofBXVcb+t+0rSFEudnXR+BW/74U/ryJ4mgLelr6NLfm6WuOO5d68UKBQzq7FbwCmCRwiUSCMX1EtfHfBQgC7dLInUCtVGFOqz7mzgxGiKjjsm1LV/9YV7ToYMDYqDSiilgChSkAgZ1SYfNoC6pYgVdPx9Qh7UMCx6Qdc+30q6vpCDvxi9KQxZQ13O8g7rxv0okNd/zVfceKLwpVD8K6gA03Dvv/caBHNbBhb9Lv/zugqikA1zUe4O6gr5lrfHpChjUpSti702B0goQuAXrJq61VkwBU6BgFTCoSzp0BnVJFSvo+hWFurW6OesaIgBYJ70jNXxBmrTAuV++PV2iDnAFTBEQxbtfvj7VuVqSooAAJ6yJ+3C21LSXS22QCepw2SQS5uwVa/rpw3fzXKqDKIhL32ZQV9C3rDU+XQGDunRF7L0pYAqYAqZAESpgUJd0UA3qkipW0PWTQh3r5N6ZIeEyCVixnu3TOQ7IPp4tNekpEfiEYCdY7gh8QoqB7V+Sdn1Zujm0Hu78Dx3s+fpY+xYtk54dI/17qEuTcO+KVEwEStm8d8rqR0qE51YscyGi5n3fpvalQ1z6e4O6gr5lrfHpChjUpSti700BU8AUMAWKUAGDuqSDalCXVLGCrh8X6kga3n+SRLoBwG76ImnEXGedw/Vx+Gzp+BWpBIAm4A7oIuUBFjwiY46e544nXQFr7QiyAnBRf9MXpZcnS1MXOndKrHa4YxLlkpIOdet1lx79zq3dw42zZT+DuoK+Ea3x5VfAoK782tmRpoApYAqYAgWjgEFd0qEyqEuqWEHXjwt1JBY/fLBL8P32DOmj2dIncyTcKx8b7dIbhC1iRLqs97x05SdSj3HSB7NcJEwCm3R4TyIVQXp91tud/5HU5QfpjanSezNTj5cmuQTjHgJbviTNWOyg7+kfSp8rfN6o12apK+hb1hqfroBBXboi9t4UMAVMAVOgCBUwqEs6qAZ1SRUr6PpxoS4MR6xpw3LH2rl0OAvX86+BKIKbrPlsMvjyx6c/B2kNvnTBVbDs7bkiCXl6vUzvDeoK+pa1xqcrYFCXrkjNfk8KACJUEi2yugvRJUlbQL412lSeQtJvzuETnPtzsq08heNrkkbl6UP6MdXZH+4z0m0QLIYH0UvROKrkeyyjrhG1rRjHPKqftq3CChjUJZXQoC6pYgVdvzxQlwmWqmI7QEYS8rG/uIib/Sa5XHdJrm1QV9C3rDU+XQGDunRFau57xmrUKJfDjfxs1VWYRANy5Jfr3dslDCePW6bJfqZ20p/vvnPJ2n/4wdUicforr0jkvEt6Ps7AOUeMcBrNnZvpypW/PV8gVp4xz9e1UYlxfvRRF/2zc2fp6aclxii9VMZYhq/B+blHvv++bFqMYhvzcL/Dr4HmadNcypHyfDbC56qlrw3qkg68QV1SxQq6fqFBHRExLxnurHSzFkuHDk5u/TOoK+hb1hqfrgATIpI6l5RI664rPfxweo28v1+0aJG6du2q++67L+/nLuoTkiON8WnQQPrqq+rrKvnrSCrevLm07bYusTgJxpNaDwEGkptz33Xq5Pozfbq00UbSxhunrHdJeorF8MEHnUbAXXUUPlP5gu+kY57Pa6Pdjz+6JPT77CM1bSo1bCjNmVNW1coYS38VAGbyZKl9e5eEPj3JfbGNue93+jPz68svl/7zH/fjRfp+e59TAYO6nBKlVTCoSxOkuN8WEtSxTq/RC9L7M6W5v7l1d/+3ItiKWeqK+z613mVRwKAuizg1bFfSCX5lNR8r4XHHSZtt5n4QYOJfHqtYZYBATZjgM07ktQO+v/mmYqOQdMzzee1wy3/9Vbr22uqBOlxx+/SR/vpXB/unnx5umXP9rW6QryzdfU+xvr7zjrThhu5HC7/dnhMpYFCXSC5JBnVJFSvo+uWGuqeWlwp0kgSqylsXC1uzFyWCrXQe5dIpuHP9qZIn/4jdHrPUFfQta41PV8CgLl2R8r/3649mz3bnwF2K/4njxjnLDa5juE9h6SpPCU/wv/jCWUxwSeMRBVVcf+pUCQhjUogVDHfHsWPLurDRds7h2zppksT1fMFawsSe7Z9/Lu2wg7Tvvu4927hO0pIE6uJqGYa6r792etPnCROcK2F6G+n3rFlOw9GjXT/QKlx83+ljeOw4FqvVzJmutteb691yi1S3rvT6604jLE1RFq7wdaJexx3zJNemD1OmuPtizBinzZIlrh+0HT3SSz6gDh0Zcz4ftDduYS3fuedKjRtLZ5whbbVV6fu3GMY8/bsjXRu+R047TWrZUpoxI7U3zueivLqnrlI0rwzqkg6lQV1SxQq6fiKoe+pPlTw0XyW3jlDJdR+rhPdPJ3d/DI4BCjnXA7NV8uSyip2n4wyVXPGOSu4ar5JHF+U8l0FdQd+y1vh0BQzq0hVJ/h5LApNk3FgfecStQWKSxuTr7rvdZOyYY6QTTpAuvVR6881owMh1ZT/BBxawXNxxh3TyydLhhzvLUDrY8R5Xra5dpaFDpWuukWjHP/8p9eqVuhr3AJP5jh3d+Y46SsIaQh2/dg8Q+OAD6bLL3AS7fn3nfsl7HrfdlloDBxQRXCPTg2AbrMuKC3VJtPQT/Dp13Lq6q6+WTjzRwUD37qXhl3YCx9dd5/rN+FxyifTWW6WBlr5jJUFLxtkX2o877K23ui30C5i7+GIHvGusIZ1yitPnqqskrp+0xB3zuNdmgg+cnn22c3k99VTpX/9y6xhvukli7G++2QF8uK35gDr0Hj5cuuEGpyc/IKBhtkJ70bxVKzdGL74o1avnPkP+uEIe86jvDt8v/8znk/WrQK2/19gX93NRHt39tYvs2aAu6YAa1CVVrKDrx4I6AOx/c1Vy4xcq+edDKmm+t0qa7xULoDJC32OLVXJeH5UccZsDu/LC4WNLVHLmcypZdyOV7HKiSs7orpJbvlFJpzkqyWBNNKgr6FvWGp+ugEFduiLx3jOhAnhYt/XSS9J550k77+we997r1rwAeW3aOEC68Ubpwgul3XeXmjVzk+h4V0rV8hN8YAE4239/6YILpF12kTbYQOrRI1WXV1gFcQE8+GDp6KMl1r1RH6i76CJXl35gaQNoNtnErVli3c5ee7l2EiQDawATQ/oDnHAOoG7LLd17tt15p4M66mIJfOihzI/HHnPgBNgBOm3bSkzWKbhyAqnABW2j+Hs0jpZ+gv/3v0t77un6CkQcdphz3XvqKddOzk07WStGP9AD6N17bwerb7zhrs1fr3v6WkbmO0ceKW2/vasLWN1+u4M/xmbNNaV//9tpBDg+/3zqnHFf+WvnGvO416bfuISuuqq0447S+ec7WNh8c6cRPxLg4jdkSOkW5oK6OGPJPcSPC3xOsDgBk88849aHYu2Mst5xzNtvu/v72WfdmDVqJF1xRap9hTbmjEG2745Uz9wrLJX8UMB9Cgj7EvdzUR7d/TWK7NmgLumAGtQlVayg6wN1436Rdnul7KPNgOXasuuPWvvWT1Vy3P36y6Y7a4M6dbVt652126lXa7cXfow8Lupc6dt26TlPDQ46S6uut6G2f2RUuc+z20tLtdudg9Sm3dFq3mJrrVenvlZpurNKjrhVf7/mfTV+aKJa915c6vx7vCqd8l5BD5s13hRIKeAnBhYoJaVJtldYbYAgrFYEegEWCBZy4IHOcvbZZ25y6idu4UkY23DB5Bd3ACtp8RP8//s/B3VMDP0kHesdYBYuQN3660tMglnjxeSOwphPnOhec04AjHpYnbAceGvO8cdLLVo4t01X2/3FPQ/3S/anF/QZPNjtp07UY7fdJKxCXIf6WGt829jGJJ2HL0m09BP81VaTTjpJwq2Qc+L+CKjSHgCIfqMJMOwtaEAFLptMng891OlEG7zuuaDOt9efO59r6uKOea5r+/vFB0XCmotbHwFQcM/lntl0U2e19f3hORfUxR1LNOYzgUUbcAeIAevrr3egD2iHx56xYi0fgXM4zgdu4YcMxpZSKGMe97vD9cr99fck61exiIdLks9FUt3D1ymi1wZ1SQfToC6pYgVf/48/pblLU48fFy/Xd1Nma9B7w3XNzXdo65bbqX79+mrTZlddec11+uDzb0vVDx8b9/XE2fPU4fSzVL/Bhhr+9agKne/npdLMX5botbfe1cWXXqY2bdqoSZMm2qhRYx1/cgc92b2Xhn4xQmOn/6Sfl/wZXOuXtCUXBT+I1oHaq4BBXfyxZ2IElOGauMUW0k47OasV0fiY9KYXJl2sHyJS5UcfSe+/L738srPe4U6WtHi4WG896YknUkdzjV13dZap1FY3QccNEQsXsBZVWOeFdYpJPf2gjTxwQcTCxfEDBpQ+MhvUMbkH0vxav6hnJu5R67ZKX6X0u7ha+gk+sBZ2MaVNRNrEwogLoJ+rYKEKQwRWkTPPdHr4tXJe9+qEurhjHhfq0AcXXqAJS6uPNkqfAV/GPlxyQV24btzXQA4/jmDFBrgBFyzQAwemzkB7sG6z399bWIUZR9Z2UgphzJN+d3gF0J2xQJuooDtxPxf+fDzH0T1cv4heG9QlHUz/RbnKKu4XvqTHW/2CVeCPP/7QjBkzNGzYMN1www1q0aKFNtxwQ+2xxx667bbb9D2ToTyVefPm6ayzzgrOP4rQ0Xkqy5cv1+TJk/XII4/o8MMPD/oAkNKHu+66Sx999FGwf2mmCVKe2mGnMQWqTAGDuvhSMxkaNMhZvoABrA0E18BixoQzXJhsYQ3DIgU04XLWurVzO8Mqhgtm0uLhggktkOgL/3dxA+T84eLdLzt0CG8t/Zp1f4SqBxqAVFzyeHgL2z/+URqOODob1LEfq1um9XR+e1Sus9ItS71LoqWf4LPuCndRX7Dq4P4IpPbv72AbiyEwHC7AH+sDwwDndQ9v4xivu3e/9OfJBVa+Xpxnf+24Y57r2mgJHKADPzAADUAV1jkKY8uPALjghktlQJ2HNIK14MKMuyw/LgCZFEAIyzdWRe5h/tdjSX3ySWmddRykU68QxjzJd4frvbPCs9aVwDAEiEkvST4X4WNz6R6uW2SvDeqSDqhBXVLFCr7+smXLNG3aNL377ru64oor1KxZMzVq1Eh777237rnnHk30bj557GllQV24ieTSevPNN3XRRRdp5513VuPGjbXJJpsEMNmvXz8Bk3PnztWf6ZO58EnstSlQ0xUwqIs/QkyicFG7/36pXTvnOsZaNdbQYXEgwqK3+gAHBDUAlpggM2llQjpsmARM+El0/KsndwME6sj5xnqcTMVDHZYQ1gemP5hI8389XLJBHRNxLHG4NmZ6sE4PS2DckkRLP8H3Fjl/DaCOBOlYqBgLrJvAC1agcOFaBKAJW4IAJQCebQRW8QVXwIMOSq2p89tzgZWvxzP3FOdhrBiL9B8MPdTlCyjDUEeSd2CNHx78/eihLt3Vj3q4SAJd1KlIAXAI1vLJJy6ZOcFk+EGBe5Br+ByMjCUuzrieMla4a/Lgs7f22s7lme+vQhjzJN8dXlv6xXcLVtTwDxR+f5LPBcfE1d2fvwifDeqSDqpBXVLFCrb+77//Hlit3nrrrQB8cFnksf/++6tz584B6FVW56oC6nzbsUCOGzdOnTp10sEHH6zmzZurXr162nfffdWxY0d9/PHHmjp1qn7jC9OKKVBoChjUJR8x/0s37oo+QApWMiIJduvm1v4ADQADbpbeKsVxAA8TdD+JTnL1pBP8OFCH++UBBzhLIuePU7JBHd+DrKnzFr+oZ6CWCItxSxIt/QQ/yv2SSKRoj/WHuQpATgJ1gMUX3C/POktq0iQVOp7xI6AH6xaJXEphLFmnxzhGWeoIBpMOlv4a4WfaCzAC3gRT4f4Il6RjTv1s1y4v1NHOBx5wQVRwqS1PQTN0x1JKYJo99nCfD6KTsq4xHRaBXQCONagEsfEPgBMLMmtFx49PQV0hjHmc7w60ZZxYQ8jnh7WrvE8vcT8XSXVPv04RvTeoSzqYBnVJFSu4+sDLhAkTNGjQoMBq1bBhQzVt2lTt2rXTE088oTnlycWTUIWqhDrfNCxyCxYs0CuvvKKzzz5brVu3DiySWCYvuOCCYDsupvNxL7JiChSKAgZ1FRspb5nq1Elq3965QGJt8BMu3C6xSgAGTFpZC0fkwZoCdfza/9//Ootev35u0o1VC9Ch3d9+WzYqYTao85NWXOoyPZKuqUuipYe61Vd3AUBoK6AzcqQDBCbJBAeh3j33uPD4PXs6d1G0wHq0zTYpKxB3B+6kRMPE6gp40R6sakTsJCBLOtRhbQNccLMFhFgXxv+FKGgGXIiUSaAiXEbffbf0/ZgU6nJdu7xQx/cE1migGEsr/cft2AcrKd3q6Hce+AlEQ3AULITozWcovdBOXJu5Xrr7MNck0iv64opZaGPu+5rpu4P9fF/wXYGlPRyJ1R/Lc9zPRRLdw+cvwtcGdUkH1aAuqWIFUR+gWbJkicaOHauXX35ZHTp0UIMGDQJXy8MOO0zPPvts4IpYVZ2pDqgL9w2X09GjRwfupQceeKA233zzIBjMQQcdpIcffliff/65pk+fLupZMQVqtAIGdfkbHibghF9nQu/d2nBXIwUA67lw22QCT5CVmgJ1QBgWJ9wIcYEjCAWQ8/jjznpEegFgJ1yyQV24Xr5eJ9HST/ABZyIksl4M6ynJq1nH2LmzaxXQAFyypg4rKxFASXeA9Y5opn37plqPRkQ8Bd4YO85JPjpSMXDOdKjj3KwhZztQDwgSWZT1mOkl31CX69rs92vqkrhf0m5+sOX+pV+se+N+9q6S6f2Kes93DXCNGyz9zla8dRSQ7tKldE3GA2shltDjjnP354MPuh9LCmHMS/fGvQt/d/j7jTWGhxySigybflzcz0US3dOvUWTvDeqSDqhBXVLFanR9YG7x4sX64Ycf1LdvX51wwgmB6yEuiEcffbR69uypX/liqeJS3VDnu4s+WObQ5rTTTlOrVq200UYbacstt9R//vMfvf766xozZky1aOTbaM+mQFYFDOqyylPunUzMcH8E6FgPxOSeNAYkAgeccDlLWrBQsB6MoChhNz0iGGIdTA+mwMQZSGFtW7bCRB9XLxJvM5HEmsXkmPx2RIz06Qb8ObDQECEyiQulP7Y8z0m0RCOiOpKSgOiXPKP9vvu6RPBhyxL9IqkzYODHiEk0AJ5uPfLnZd0X8EsqC1wyo3Snj1jMgDisTKS7wMU1Si8seLgTEkwHgE6HpKRjnuvajDUui7SfdVrABNDk70fGFgDGJTS9oBdrQnEz3m8/Z5nGBbkyCj8kYOXkXo9y98TaSgJ18uoxBymkMc+lF2MO+AKt9CtTSfK5yHSOWrbdoC7pgBvUJVWsRtYHVhYuXBhYo1544QUdeeSRqlOnjrbaaiudeOKJ6t+/fwB71dX4mgJ14f5jlfv666+DSJ/77LOPNttss8CaiSUTt9Qvv/xSfKGwRs+KKVBjFDCoq9yh4POO+x0Bo2r6Z59JIpYugBHXy5q2Trg8WgIiWNmy/fgI6GB9ZIzSATZ8d6APAE1AnGz1wsfY66pXoNDHnHk0PwZgPQe6c5XyfC5ynbNI9xvUJR1Yg7qkitWo+sAclrcRI0YELpUEBtlggw207bbbBi6XrKOrCQFBaiLU+YFEw59++kk9evTQP//5T7Vs2TJIvYCG11xzjQgsQ+AVoNmKKVDtChjUVfsQWANMAVPAFFipAMF6sK7jym0lrwoY1CWV06AuqWI1or53I8TShFVpv/32C2AOd0Lywb399ts1ysJUk6EuPKBECP3kk0+CvH3/+Mc/goAy5O479thjA2hG79mzZ4v8eFZMgWpRwKCuWmS3i5oCpoApYApUrQIGdUn1NqhLqli11gcmyLX2xRdf6H//+1+QZBvL3A477KALL7xQH3zwQY0EjkKBOj+46Dxr1ix17dpVxx13nLbZZpvANZMImjfddFOQ44+IoqxftGIKVKkCBnVVKrddzBQwBUwBU6B6FDCoS6q7QV1SxaqlPpDx448/6tNPP9V9990XJNeuW7du8Hz55Zfrs88+q9FJtQsN6sKDjPvqsGHDdNVVV2m33XYLEpqTFuLkk08OXDa//fbbYGzMehdWzV5XmgIGdZUmrZ3YFDAFTAFToOYoYFCXdCwM6pIqVqX1vcVo+PDhuv3227XddtsFofh33XVXXX/99QIoCqEUMtR5fRmLadOmBe6uBKIhCE39+vXVpk0b3XHHHQH4TZo0KUgl4Y+xZ1Mg7woY1OVd0ko9IUEgWI9bE1y2CRxClEciFZZ3jTBBHjiHDyLjz8k2K5WnQHXeR9y7RP1k7RgPgs8w7lHF7o8oVWxbORUwqEsqnEFdUsWqpD4RF2fMmBGAAvDWokWLIPT+nnvuGURrJGVBIZVigLqw3rhdDhkyRJdeemlgLd14443FgzQJffr00ciRI/Xzzz/XaOtpuD/2uoAUMKgrnMFirEaNciH3CT1fXYUJOCBHOoDevV1+N0KwZ5qYZ2on/fnuO5fXz/8PwgWd/GmEyk96vkzXyef26oShfF27PPdRvq7NWHDvkMCcYCDkDXz6aZdsO32cKuv+4L4ibQCpHb7+Wvr0U2nECBeltqruuXzqma5brveVfW1AnHQuRNGtKj1z9XnFfoO6mEKtrGZQt1KKmvCCMPtTp04N1mxdccUVQbLwRo0aiZD79957r7AEFVLxqRYGDx6sQw89NAjm8txzzwXRJAupH5naCnyzto71je3btw/y3WG922uvvYLxwsI6ZcqUIAKpB3UA14opUG4FmDiRr6qkRFp3XZckudwni3fgokWLgvWluH5bSaAA4c1JYt2gQdl8ZglOU+GqpDp47TWpeXOXqJsE3uTgS2o9ZHJPHjzuu06dXLOmT5c22kjaeOOU9a7CDc7TCcoDQ3m6tPJ57aT3UT6vjR7kTyQH4j77SE2bSg0busTm6VpVxv0BZJDj7uWXpX/9y6UN2G0393zTTdFwmd6uir7Pt55J2lMV14YDLr9c+s9/FNy3SdpXyXUN6pIKbFCXVLFKqU/URYAN+CHgCVafJk2a6IADDlDnzp01nX+cBVhwWcSquPXWW6ukpCR4rLPOOrqLiUGRFVIekELi/PPP14477qjGjRsH0TPPPfdcDRgwQB9//LGuvPJKPfbYY5YeocjGvkq7wz95g7oqlbzcF0s6GS/3hXIciJWQhN2bbebuHSbpTJSTlsqYtCdtQ5L66I91Caj+5pskR1a8bj6vnfQ+yue1w0qQO/Daa6sW6rAEk2x9002l/feXbrlFevBB6fzzHdgxh63sUll6xml3ZV8bK+A770gbbuh0jdOmKqxjUJdUbIO6pIrltT5BOLD0AAOkIiAAx6abbqp27doFa7fmzJmT1+tVx8nIo3fdddfpL3/5S/BgLRp534q1YJEDZO+//361bdtWW2yxherVq6eddtpJq6yySjDGvXv31lJbg1Kst0Dl9sugLn/6+rVCs2e7c+KGxP9Evp9wm/z+e+eWVN6k3uHJ+BdfOOsGbos8oqCK65NEHAhjssWPebg74hbFOqZwoe2cw7cVLw6u5wsWDibhbP/8c2mHHaR9WfAQDwAAIABJREFU93Xv2cZ1kpbyQB19mjHD9RlNSQQetZ6P/pBQHG1Gj3btQwNffH9oN654/G/MpKXXEe2AgLp1pddfd32fPLm0lak8Y56tT0mu7fuW6znufZTk2tzTU6a4e23MGDcu6DpzprvnGIv0kg+oYxy5j/jM0d5shXuCMWzRQtp7b9dGX597g/FPj0BdKPdRtnuIPiYZS69J+jNasBbSf7+l7+c933ennSa1bOk+p74O18/1XZhkLP15Ez4b1CUULBg03DBWWcV9cJIeb/VjKYAbog9/z+slS5Zo7NixgQXnlFNOCcLlN2vWTIcffri6deumYnLRw1rHGjOsj2uttVYQ4CWWaAVeiXEGaPv3769TTz1Va6yxRmCpBG4333zzwCqLu60VUyCRAgZ1ieSKrMwPKkxosXg+8ohbL8QECPi4+243yTnmGOmEE6RLL5XefNNNRCNPlmWjn4wDFX36SHfcIZ18snT44c6ClA52vMcFqmtXaehQ6ZprJNrxz39KvXqlLsQ9wGS3Y0d3vqOOkk4/3dXxa/eYtH/wgXTZZdK550r16zv3S97zuO221PoZJshM/jI9AEomz0mgjgkf8Pb++9KVV0qnnCIde6x0zjlSjx6pvvCK6wO9113n+oPul1wivfVWClTpz5Ah0oUXuiTP2bSkvcDcxRc7kF1jDXd9+n3VVVL37u76Scc8Tp/iXru0Atnfxb2P4l6bfgDHZ5/t3GhPPdW5NrI2EpdG7qebb3Y/CoRblg+oY6yHD5duuMFZiPhRgvsqqvh+r7eeWwcaVSe8rRDuozj3EH2KO5bh/vvXUd9vfl/4me8R1tk2bizdemtqT9zPRZKxTJ090SuDukRyraB0g7qkqiWq76MmvvLKK4Hb3ffffx8E0zj++ONFWoLmzZvrmGOOUa9evbQg05dboivWvMrAzQ033BC4YRazlS6T8gS9Iccd6+1YIwnAM/4kMrdiCiRSwKAukVwrKzNRAXgIsPDSS9J550k77+we997r1pIAeW3aOEC68UYHELvvLjVr5oKBrDxZzBd+UgpUAGe4j11wgbTLLtIGG5SFG4IV4CrI+qWjj3br3qgP1F10kbso/cDSBvhssol02GFuPcxee7l2EtCCX9mZcNEfIIZzAHVbbunes+3OOx3UURdL4EMPZX489pgDLMAOIGrbVnrxRdceXDmBVECAtvnCxJLgKVttJbGGD1gFtIC7Aw7wtdwxXJ/1WrSPfgKzWGZYA/jGG65uEi2ZEN9+u7smmq+5pvTvf7u+A47PP+/O6T9Lccc8Tp/iXjulQO5Xcfse99qME+6oq64q7bijc2VkYr/55u5+4ocH3PGA6HDJBXVx7g/uS36w4LOHdYh1cs8849acYiXkfvSFHzm4X2gL90i2Qp8K4T6Kcw/Rz7hj6TWh/9m+33y98DPr+/nhg89d2Hsq7uciyViGr5vgtUFdArGCqtXgfrmcda+/SdMWFv9j6sI/NXLybF173XWBdeaZZ57REUccoTp16gQh8U866aTAWueteEmHrzz1f19e9bpP/nW5ho2YoEtuvqdaxn12NeYIx2KHG+0111yjW2+7Xbfc21l3PvqsHu/1qj4cPala9KjKz970RdIiM0iW56MafYz/h2uBUqL1Sd+KhQcIwmpFoBcgaNttpQMPdJazzz5zE0k/KQpPbtiGCyYTXn78TFr8ZPz//s9BHZMuzsmEGusdYBYuQN3660uNGjlLHpMmCmM+caJ7zTkBMOoRhIVJore8HH+887hJX4ONKx3ul+xPL+gzeLDbT52oB4EpsOBwHerz46Nvm7c8hF0q2YbVE3fP7beXRo5MXZX2fvJJ6j39Yd0bkOstaEzsiXLIZPPQQ13/k2rJFfy5M62pSzLmSfoU59opBXK/Str3OP3mHvSBloAnXPAIgMK9w33IGjYsweGSC+ri3h+ML58zrOT8GMA9AtRff7378QA4437iBwOgnM8f185WfJ9r8n2U9B6iv75fme7huN9v6dr5zxjrbLFgh0uSz0XcsQyfP8Frg7oEYgVVqwHqFi+TeoyTLvqo+B8XvLtQx9zSRauu5lzv/va3v2mbbbYJ3PFef/31ICpi0iGrSH0yyzDJrg7tL/zoT533/tIqv/bFw6W7vq6Iavk7Frh5fmz16F8dY841r/pU+rjwl4bm7yao6JkM6uIryIQDKMM1cYstpJ12clYrLEhRk0QmM1jPv/pK+ugj5zpI1D0sOa1axb+ur+kn47iPPfGE3+qugfVqzz1T23jFZLpOHXc94CeqsJYMKxYTcPqBeyMPXBVxaeP4AQNKH5kN6phoAml+fVrUM5PsqDVWpa+SeofuuHWtvbazzqX2lH3l5yBYicJgiBXhzDNdP7HgJNWSK+WaEFMn7pgn6VPca5dVI3pL0r7n6jd9BuoAINyCsQphvfURTNEbuOd+CpdcUBeuG/c1UMIPLljGsTYDGVi1Bw50nxM+s1ik0T9bKYT7KOk9RH+zjSXnS/L9FtaPsWR80Zt7Ib3E/VyEj8s2luF6CV4b1CUQK6jqPwhVuKZu3m/S6UOlkqeL/PHE7yq5fIhK6myyMvLj+uuvrx49eohgGtVRsJJ+O7fIdU+7r/7SRdquX3WoXfaaWKhPe7926b9+d6nrmLJa2JZyKmBQF184JhmDBjnLF9CAZYAgHFjMgJlwYRKDNQyLFNCEe1jr1s5FDKsYLphJi5+M4/oIJPrC/90jj3Tn99t49u6XHTqEt5Z+jQWMsPKAIhNe3Od4eAvbP/5Rev0dR2eDOvZjdcu0ns5vTw9IUbpVpd8BpOTDAxq8m2bpGql3QDSWQCA3XABN1v1hoQCyk2rJubJNiNmfZMyT9CnOtcN9zfU6ad/j9JuJPD8A8KMFE3ygCuschfuFHzIIcx8ulQF1/kcFgrXgFs0PHfxgAWRiqcPVF8s14JmtFMJ9lPQeor/ZxjLJ91tYO+571uTiGn3GGeE97nWSz0X46GxjGa6X4LVBXQKxgqoGdZUHlw/NV0m7K1Wy6S7662Y7q+m2O2nffffVG36NQNKxykN9g7o8iFiBUxjUVUA8O9QpYFAX/05gcoI72f33S+3aOTcv1qqxhg7rQDgSIxBBsABgicksE0xcAIcNc9DhJ7zxr54CEQ8m/lgPdbidhQtQR8431rlkKh7qsGqwPjD9QYRJzh8u2aCOHxixxOECmenBOj0sgXELURRJbg7U9e2b/Sgm4wAEaxfDhfEgGApATPRODzZxteRc2SbE7E8y5kn6FOfavq/co8ALY8/YRllok/Y9V7+5poc6gqMAa/yY4e9xD3XpbnnUw0US6KJORQpAQrAWXHFJZs7aOX6k4L7mGoC8t9Yy5tzn2Uoh3EdJ7yH6m20sk3y/hbXDIs53IJZZ1t2mlySfC46NM5bp14j53qAuplArqxnUVR7UPblMJQ/MUsn907XOg1N07zsTNH78+GoNjmFQt/LOr5YXBnXVIntxXdSgLvl4+l+QcVf0AVKwwhH1r1s3t76HSSFggZult0pxHMDDpNJPeJNcPelkPA7U4X5JoBEsiZw/TskGdUzIWFPnLX5Rz1jSiIYYt3CPYpnEEhSOqhd1PHMQQJugKECDL0zozzpLatLEwU5SLTkPxxDkBTAk4mJ6STLmSfoU59q+LUywsSAD8gRx4X5LL0n7nqvf5YU62vrAAy5wCW665Sl8phjz/v1dUJw99nCfuRNPdGsqw7BIPx5/3N1H5Kaj3eHCuXhQCuE+SnoP0a9cY0kdNADEsn2/BSKtsE6znpHPOWts0zWlXtzPRZKx9NdP+GxQl1Cw6khpUGvcL0NugLigPVMDXNAM6pJ+QPJb36Auv3rWyrMZ1FVs2L1lqlMnqX175wKJZcBPZIAlLAiAHRNM1sIRJbCmQB2Tt//+11n0+vVzk1ksAAAR7f7227Lrj7JBnZ8Q4v6W6ZF0TR0jhNUJGGTySKAU3OfQFJ3DVhdA4Z57pHr1pJ49nRsofcSCs802LqAN93xSsKENWL2AB9xngRHWiuFOyrkoScc8bp/iXNu1IBUMhMBHaPDuu35P6jlp33P1u7xQxzhg4eZHDqy36IErM/df3OJ/RCAIDsFRsBAy1lFLUrg3CXLEDzC455L2AnjjXuIHEN77axfKfZTkHkLTXGOZrnum7zdfj88g32l4BGTyGov7uUgylv76CZ8N6hIKZlBXNeubDOqqRueodZq2pq76tGc8bE1d0i/lHPUN6nIIlGA3k+W333YTf++ChmsZKQAIe4/bJtH3CLJSU6COiS4JtA86yLmrkZoAGMKigbWH9AJAUbhkg7pwvXy+ZrJNEA4ijbIuCgggPx2WO/LV+QJgAI1M2pm8E9nzqaec9Y5jvftmUrDh/JybQBK4uQLrWMKIGMo6S0rSMY/bpzjXdi2oHKjL1e/yQh1txlLMZwJNWffGZwRXybiF7y8gH/dc3E5zFSCEqKikP8A1k/ude4k8hrQDyKMUyn2U5B7y/cp2D7veR/8Nf79Rw0My6xYPOSQVwTb96Lifi6RjmX6dGO8N6mKIVKoKH4gqzlNnlrpSI1Clb8xSV6Vyl7mYWerKSGIbkipgUJdUsXj1mfDw6z9AxxovIID/jSQCZyKJe1jSwgSOtXkERQm71WFpwDqYHqSASS6uiKxty1aYwOJCxcSWCRrWMHLfkd/urrvKTtawphBJMokLZbbrx92HleG115yOQBvtJM0BOeTChUAtRMs87riU9kw6AWtvwUmqpT8/bQDiCD5DGgtcV70O5RnzuH3i+tmu7duH5ZC1awTnAcijAKk8fc92be6f8eNdeg/WVDH579IldY9zv5CwHrfQ9MJYsc4U1+X99nPWbtz+KrPQl9dfd58Nfx8BeOQzBPp8KZT7KMk9RN+yjaXve5xn7iNgGndkfnDJVMrzuch0rgpuN6hLKqBBXeWtqTP3yyrRNso6F95mljqz1CX9WqzR9Q3qKnd4gAjc9IiE6YGicq9Y/rMz+cLtDGDE9RJ3qJpYgAhcunDvzBbFkHpYFdGeCXpVlfKMedw+VVUfasN10Jw5K/cRay4zlUK5j6r6HkI7ftzAyg/I5yrl+VzkOmfC/QZ1CQUrBvfLVZ6W1nhWWrubtHrXZBNYjl1zxbGcIwwD+Xxt7peVp22ucTKoqz7tGRtzv0z6pZyjvkFdDoFstylgCpgCpkAZBQBhvABwOS+QYlCXdKCKwFIHyB31lnTWMKnt68kmsIDcCW9LZw+TDnkz2bG5YCK836Cu8rQN6xz12qCu+rRnPAzqkn4p56hvUJdDINttCpgCpoApUAwKGNQlHcUigLr6z0sfzZaW/iH1mZhsAtughzRyrvTbcum1KcmOjQKITNsM6ipP20ya++0GddWnPWNgUJf0SzlHfYO6HALZblPAFDAFTIFiUMCgLukoGtQZ1IXW/nkQKqZngzqDuqRfizW6vkFdjR4ea5wpYAqYAqZAfhQwqEuqo0GdQZ1BXdJPTbnrW/TLcktnB3oFDOq8EvZsCpgCpoApUMQKGNQlHdwihLq/dZEaviA17yM17eWCqGSyPJn7ZeVacbCSbfCctOmLUou+UrPeUr3nJQLUZBqTfG+vrZa6mqA9Y2nul0m/lHPUN6jLIVDabiJEEkmRKJFEm6vMwrUIsR4Os16Z17NzmwKmgClQxAoY1CUd3CKDOtbF7fGq9MAIt0bu2THSie9I63aPhgiDumhd8gFWf39G2uVl6epPpefHSoOnSX0mSDd+IW33UtWBXW2EupqivUFd0i/kGPUN6jKLRAhucs0R4h/AoqDXiBEu59ncuZmPzcce8kANHOhys+XjfHYOU8AUMAVqsQIGdUkHv4igbtly6fv50vDZ0vhfpZmLJZJtz1kidXg/Gl4M6qJ1yQfUYS395menP+Myep5E4vnfl0tDpkt1nqu8a4fbXxuhrqZob1CX9As5Rn2Duswi8f/s8sul//zHwRw1sdA9+KDUoIGDu8xHV3zPnDnS/vu7pMwVP5udwRQwBUyBWq2AQV3S4S8iqON32fm/Sc+Pk054R7r+Mwd2y/6UPpwtMbkPT/Z5bVBXVpN0jcrzHvfKjXtKX/8s3fKFSxdxwCCpyw/uBv1xidTujcq5dnp7axvU1STtGQtzv0z6pZyjvkFdtEC4WL7zjrThhg7ifC2DOq+EPZsCpoApUFAKGNQlHa4igjosdaQ28Bag9Z+TnhvnBJm6UFqrW1mIMKgrq0k6FJX3/ZrdJEBulS7O/ZU1jqcNdeOBxe60DNbT8l4v03G1DerQoaZoT1sM6pJ+KeeoX1uhjvVw8+dLs2dHC8T/stNOk1q2lGbMSNUJQ93XXzv3zO++kyZMkBYsSNXzr7jOrFnSDz9Io0dLU6e6NXl+f/gZkJw82dWbNMm9DlvqGCv2R7l9sm/KFOnHH1076Bfuo1ZMAVPAFDAFAgUM6pLeCEUEdel56oC4az9zgkxf5Kxy6RN/g7rKgzpgiiApu70iXfiR1H2s9PEcNx5A3elDK+/a4XGujVBXU7Q3qEv6hRyjfm2DuqVLHfx8+KH0yCPSo4+WFQlNPv5YatxYuvXW0vs91NWp49bVXX21dOKJ0hlnSN27lwYuIO2LL6TrrpNOPlk64QTpkkukt96SFi0qfV7a9e670nnnSccf71w+n35a2nPPlPsl/1+vukp67LHUGj/OAjhOnChdeKHUp480fLh0ww3O0jhuXDRslr66vTMFTAFToOgVMKhLOsRFDHVrPitd+YkTxKDO6cAaw2/nVg1Mof/Fw6Xxv0jTFrogKbd+6dphUFe5Y1BTtDeoS/qFHKN+bYA6oOfnn90auJdecuC0884Sj3vvLSvSvHnSxRdLW24pAUXh4qHu7393wPXPfzqAOuwwaeONpaeecsDFNQmwss8+7jwXXSRdc420995S8+bSG2+kzopFDfjbdltpp50kQJH6vN5kkxTU0QeAb5ttXH/8GQBEAJV1fgRWGTrU9Q0r47/+JT3zjPTVV9LMmWa985rZsylgCtQ6BQzqkg65QZ3lqauE9AJYilr0cUFSfv1duvlLabWu0jZ93Q1qUFd5UFeTtDeoS/qFHKN+MUPdb79JuDF+8IF0330S4AU4HXigdMcd0meflYUcAAu3ys02ky67rKyAHupWW0066SSJCJVExsQtcq+9pB12kH75xVni/vc/aYMNnAWPM/lzA4uHHpoKvkJ9LHANG0rvv++uSRoDAJHr7Lef24Y178UXpfr1pV69Um3DvfOgg6TddnPt4TrAKKB31FHS9ts7uLz+emclBDbphxVTwBQwBWqRAgZ1SQfboM6grhKgjpD6h74pEbzm56UurQRr6jq8527QAPS+kLbqW3lw410wa5v7ZU3S3qAu6RdyjPrFCnWAzfffS6efLm2xhbN6XXCB9Oqr0q+/ZhaGfbguAnXffFO2noc6YC0MVqynu+suB1y4P/r/hZtvXhqgsAKeeaYDOCxnFNa/tWkj7bFHabdK1sg1apSCOuCRNXnbbecsdowdD64H6EVZHQFboPbGGx100q9jjnEWvbK9sy2mgClgChStAgZ1SYfW/yNbZRWpRYukR5erfr6tNPWfdwFS0tfUmftl2eGpKvdLQGrrvi61xOJl0lc/Sc+Ndc8Lfpf++NPtIxqmh6/Keq5tUFeTtDeoK/sZrPCWYoU6YGbQIAdFgBVWKwKV4MLoc86li4fLJEFPttrKrZFL3897D3X16kmsy/MFi93zz0ustevf34EalrNdd/U13DPwd9ttzlUSl0jK9OkOInGtDBcscLiIeksd+zx0st4PixvvscBtuqkLxhI+ntf0lWuOGSPhesoaPSyCWAatmAKmgClQixQwqEs62EUAdet1lx4ZLb01XWLNlocD3P1IPP7eTKnfRIlomH6ffyaQR9cxLm/a3d+U3e/rVfSZCIDPjEk6OPmvX1VQh15rPOuiXZIQ/oNZLtXEye9KT/3gcgmyvSoiYNY2qKtJ2tMWi36Z589xsUIdgAYs3X+/1K6dc0E8+mhnzcJyRbTKdBdE3mPtYm1cGNjCknuowzKGhcwXoO6FF5y7JfDkrW+77+5ruGcAC9dPjv/8c7eNdjZt6gKuhGsDdVjwwlCHBfKTTxys3n23c/vccceyxwK1WPWoS8CVU05x1kpcRIFAD5Th69lrU8AUMAWKWAGDuqSDWwRQV1HgqorjayPUeV1xB/RpJtj2t2dcJNJVn6k8iPbX5rk2Qp3vf3VrTzsM6pJ+KeeoX6xQ57vtLVW4XRJZEstX69bSqadK3bqlAqEAgaxDA5CwmPE+qnioi3K/BLIIVsJaPf4XApEERQm7e+J+edZZUpMmqVQJACCulwRRIWImhXYDnuFAKb49/v/sLrs4F9C6dZ0Vzh/HfqyFBFvhvK1aOegjOiegaMUUMAVMgVqogEFd0kH3/2wK2P3ST2Br8nNthrrqHpfaDHXVrT3XN6hL+qWco36xQ124+1i5cFns1Elq397BHVYrCoFJnnhC2mij0pEpw8fz2kPd6qu7PHZAEtEnR450FkGgkDxy1LvnHgk3zZ49XU48rHRYzoheSbAWtKcQKIWgLFwbCyH1yDcHdBJlM2ypoz5WQQBtjTUkLIEEQuEcFCx0gwe7iJtE3rzpJndN+m7FFDAFTIFarIBBXdLBN6gr45JZGRNhg7qqscpFjZ1BXfVpb1CX9As5Rv3aBHVhOQCxt992Fi2sYkTJZL3ZIYekrGXh+v61h7pVV5WwlBGABPg691ypWTOpc2dXE0sfAMmaOiyDDz3kollivSMCZ98VoXupzRhg3SMFwb77Sl26uPNgucNNMx3qfHtZR7fWWtK11/rWuXMBmLiCAoZWTAFTwBQwBQIFDOqS3ggGdQZ1lRD9MgquqmubQZ1BXdKvxRpdv7ZCXXhQ/Ho4AIrk3dkKdalDSgKiX/KMSycwhvsl+33BlZIk5scd59bGUQ9oJKBKuuWMdAWvveYseNRr29atB7z0UpeI3J/TP/ucdQRMAQitmAKmgClgCmRVwKAuqzwROw3qDOoM6iI+GJWzae5vVRMcproAOuq65n6Z53vJoM6tf+vQweV6w4KXpABuWPnC6+bSj8dqh5vmxInZrYAcB9xRD4tgpoKlbvx4B4oEgUkHxEzH2XZTwBQwBWqxAgZ1SQffoM6gzqAu6aem3PUN6sotnR3oFTCokwheQqJw3DFrcgEOCary6aduvR457J57ria32NpmCpgCpkCNUcCgLulQGNQZ1BnUJf3UlLu+QV25pbMDvQIGdV6Jmv9MMBeCruCaSbCVc87JbiGs+T2yFpoCpoApUGUKGNQllboaoO7X310+uR36S5X92LbXEtW9/we1eH5BpV8rW1/2Hii9PDnp4OS3/vLlyzV7zhz1fPtTbfr07Eg9WvVdprodx2jN275UyxeXRtbJ1s+auG+nAdIJ7+RXy/KejXv/li8q975v1ed3rX/PKK15+5dq/dLyyDHcpudi/f2G4drwfxMj9+dzHPcZKL1Szfd+ecerRh5nUFcjhyWyUUS2JMfeAw9IL7/sImpGVrSNpoApYAqYAukKGNSlK5LrfTVAHQmwZy6WfphfuY+RPy1Tj8HDtc8hR6r7a+9X+vWy9WfsL9L833INRuXuX7JkiZ577jk13XQzdXqmV6Qen06aqyNP+rdatGytD3+YGVknWz9r6r5JCypX27hnr4p7/+MJP2m/gw/X1q121Mgffyszht/NXa5Xh49U3QYb6dwrri+zP99jyL3/y4pUXnF1snpZFDCoyyKO7TIFTAFTwBQoFgUM6pKOZDVAXdImlrf+vHnzdM4556hevXrqT2LXWl4WLFigu+++W3Xq1NHL/GocUebMmaN99tlHm2yyiRbjOmSl4BSYPXu22rRpo80220x/EqAhrfz+++8aPHiw1lprLd1ETiwrhaWAQV1hjZe11hQwBUwBU6BcChjUJZWtSKEOV8NRo0apUaNG2n333bUwW2SypJoVaP358+frkksuUf369fUJCXUjCh+grbfeWq1atYrYa5sKQYFZs2apZcuW2m677SKbi8W2e/fuWnfddfXoo49G1rGNNViBYoc6olPyfU2QkaouXHP+fBeIhWAsJAiP+GGkqptl1zMFTAFToDYqYFCXdNSLFOoWLVqkhx9+WOuss446duyYVJWirP/zzz/rxBNP1EYbbaTJk6MXOU2bNk0NGjTQgQceWJQa1IZOzZgxQ82aNdNuu+0W2V1+4Lj//vu1wQYbqG84oXJkbdtY4xQoFqgjrP+0aS7htwcn+jZqlMsLR163OCWfELhggcQPHUTWJCn5009L5rEQZxSsjilgCpgCeVfAoC6ppEUKdbgRHnTQQYEb4XfffZdUlaKs/+OPP2q//fZTkyZNMrpWTpo0SWuuuaaOP/74otSgNnRq+vTpatiwofbff//I7v7666+64YYbArfkd96pIRFkIltqGyMVKBao43/P5Ze7RN30iULOuYcflho0kL76KrL7pTaWBwJLnSDtzY8/SgcfLO2zj9S0qdSwoTRnTlole2sKmAKmgClQFQoY1CVVuQihDtfLb775Ruuvv74OPfTQyHVFSWUqhvq45eGStw2htSMKuo0YMUKrr756sBYxooptKgAFsLZihePejyq44V544YWBRfbLL7+MqmLbarICxQB1WNf4QWHDDaUHH0ypnRTqqI9VDQj85pvUeSr6isTk115rUFdRHe14U8AUMAUqoIBBXVLxihDqCPDx5JNPBmuGOuNCYyVQAAtO48aNtffee0cqsmzZMn344YeBpe7KK6+MrGMba74CU6ZMCcbw2GOPjWzs3Llz1aFDB2244YYaN25cZB3bWIMVKASo82vTSLwdVfi/c9ppUsuW0owZqRphqPviC2cl++EHicfcual6uG5OnSrhhXHLLVLdutLrr0uTJkm4loeta6QVmDJFwp1zzBhpwgRpyRJxb5eJAAAgAElEQVRp5kx3/KxZqfP6V9mgDldR3DTpG+2wYgqYAqaAKVApChjUJZW1CKGOSespp5wSTFrNEpG6IXCtXHvttZVpsk9UxCFDhlhUxJRkBfeKaJfjx4/XaqutFnwGojrA2srjjjsucNEE9K0UmAI1GeqWLnUA9eGH0iOPuPVp6fLS/o8/lho3lm69tfReD3VAWp8+0h13SCefLB1+uLPIebAjgAkwd/HF0r77SmusIZ1yinTZZdJVV0ndu7vzAmDA39lnS506SaeeKv3rX9Irr0hEfj3qKOnmm8smBM8GdVgZhw+XbrjBWRv5YQTIs2IKmAKmgCmQVwUM6pLKWYRQR6CIFi1aBK6Gv/ErrRWFXSvPZoITUdBq4MCBAfjdeeedETVsU01XgHEePXp04EJ75plnRjb3p59+0uGHHx5AHa+tFJgCNQ3qsMphBRsxQnrpJem886Sdd3aPe+8tKy5RJYGxLbeU0i3FHuqAtGOOkVgXesEF0i67SBtsIPXo4c4H1N1+u1uPR50115T+/W8HdNdd5wKtUJO24Za56qrSjjtK55/vYHLzzaXDDnPAiAvokCGl25kL6oYOdf3D0ggkPvOMWwOI9c+sd6W1tHemgClgCpRTAYO6pMIVGdQxqR05cmQAJifzC6+VQAFcK4cOHRpY4a6++upIVYA68tcRMfTeqMlY5FG2sSYpwP3PetI11lhD5zOBjSiA3CGHHBKk+/iFybGVwlKgpkAdP5jh7vjBB9J99zlI2nZbici5WNg++6ws4AA8X38tbbaZs6qlK++h7v/+z0EdsOjBDOvdCSeUPoL62dbU+WPXXdcFYMHSh9snAVCwUhN9c9NNpfQIydmgjhbQD4AUayTWvu23d8FVrr9eeustF9HT0uiUHit7ZwqYAqZAQgUM6hIKpiKDuqVLl6pfv34BmNx1111J1Sja+gDbK6+8EuhCAvKoEqdO1HG2reYo8Mcff+izzz4L1tRdeumlkQ0D6tq3bx9AHUFTrBSYAjUB6oCa77+XTj9d2mILaaednEXt1VfLujKG5QWWcFsE6qICm3ioW2896YknUkeyfm3XXaU990xt41VcqMPKhzsnP2Lgnrnxxg7MsKztsINrU/jMuaAuXBe4BWxvvFHaay/XN6yMAweGa9lrU8AUMAVMgYQKGNQlFKzYoG7BggUCWurUqaP+/fsnVaNo6/uE0+utt54ef/zxyH4CdYMGDQqsnHfwS7uVglMAi+xHH32UNdgNUHfEEUcE7pekubBSYArUBKgDZAYNkho1knBlxGI1erRzw/Q559JlxWpGYJOttpLOOCN9r3vvoa5+femjj1J1+PHxyCOl1q1T23gVF+rq1JFeftkBJ/CFdY5CkJQ2bVxqBbfF/U0CdT5wCkFYcD8FPLEEAo9WTAFTwBQwBcqtgEFdUumKzFKH5eGCCy5Q/fr19fnnnydVo2jr+2TshLp/4YUXIvtJoBTylq211lpBHrPISraxRisQdrO9lpDsEYVAKeQhJAk96Q+sFJgCNQHqADTcF++/X2rXzrkfHn20hNs2VisiTKa7H/Ke/VjJCKQSVTzUpeep81CHm2O4JIE6gqMAawRISYc6AqyEC/VwpQTOoqJjUhewJQjLJ5+4JOUEasFiibWOY+Pk2Qtf016bAqaAKWAKlFLAoK6UHDHeFBnUYYU46qijAisEN4MVpwAWTNxRsWC+iotURMF1DxBmPdZFF10UUSNiE5M71r34sOP2XLlaYA0Ih2tPGxKg7r333gvA/HomlhFl3rx5Ouuss4I8daNGjYqoEbEJkBg/vnL7ZvdOSl/WawENUaUmQJ1vl7dS8Z3iA6RgTSPKZLduqUAofE/QJ4KVHH+8WyfnzxF+Lg/UPfaYhGWPiJTphevi5omlLgnUAaAPPODy6HFfhgt95v8mniB8T+6xh9SqlXTiiS7qZiYIDJ/DXpsCpoApYArkVMCgLqdEaRWKDOrmzJkT5GFr0qSJsDxZcQr8+uuvuu6661SvXr1g0h+lC+Hwx44dG7juxQ4yQ76n3r2l9u3tURUasFbnySejhi/Yxj3/9ttvB1B3I25mEYXgKATL4V4YNmxYRI2ITYA7ASaqoo92DRdREStQVKlJUBduH+vsxo51qQMYQ+DO/7CweLFbI7fRRtIbb4SPKv06KdSRQgG4Wn99B2H8kMc6Uc5DKS/UoTEWRyyGjz7qcunxGeD7DtgePNhF79xnH2f5w1pH/62YAqaAKWAK5E0Bg7qkUhYZ1M2ePVs77bSTtmDxvpWVCuCWeskllwRuqQTSyFRwx2vQoIH2J0x4nEJ+pv/+VyopsUdVaEDo9gwBUBgun2uQfIQ3k38roixcuFAdO3YUrri9AfI4hQTRTZrYGFfFGHMNwuwTiCSq1FSoC7cVqHr7bQdcWLaIkslas0MO4SYN1yz9OinUAW3ohFsmaRRIZ/Dww269H2cuL9RxLBZxvgc5N+vjcDXFpRL9R46UcGO3Namlx8/emQKmgCmQRwUM6pKKWWRQN2vWLLVs2TLIUZdUimKuj8sd+ekANlI+ZCrot+OOOwZ5/mJZOg3qqhZ0YkId6yJvYu1QRCFCbN++fYNIqPcRij5OMair2nEudKgL31NYtwAgXCSJQJmtUJdgIwRFwernC1ErsfpFBVjBWkfQlg4dXDqFAw5wCcU5FqjDbZicdKzjAxq7dHGukuzH+nbuuS7Qi7+WfwY+sWTjSrrffs5KncF13R9iz6aAKWAKmAL5U8CgLqmWBnVJFSvI+nPnzlWHDh2C4BjjmeRkKATROPbYY4N6k/h1PVcxqKvayX4MqMvlfunXTmLNy5SIvsywG9RV7TgXE9TxPwbgOuiglFtkmRvMNpgCpoApYAqYAqUVMKgrrUfud0UIda1bt9ZWhM22slIBH/GwYcOGmk7UugyFgCq33nprEFBlwIABGWqFNhcb1P3lLxKPVVap2kk811t9dYmky9lc/GJAXZwIptwDrDvdbbfdRHCVnKXYoK6mj3MxQd28eS5BOO6YVkwBU8AUMAVMgZgKGNTFFGpltSKDOtbU7brrrmrWrJmW43pjJVAgHBWUYDKZSjgBOYFVcpZigjqAinU/BD8glHk2uMrXPuCCYAyEQT/pJOmII1zQh0znzwF1cVIaMKbcD4ceemgQJTaWRbaYoK4QxrmYoC7nl4hVMAVMAVPAFDAFyipgUFdWk+xbigzqSKZ88MEHq1GjRiI4iBWngJ/EowuumJkKETAnTJgQ6PePf/xDJC3PWooJ6ojMR34tLAus3ckEVvnajnWubl2JRO/cq/wIQcTDtm0zXzsG1Pnk41dccUXGoSNYyr333iuS0XdhjVGuUkxQVwjjbFCX6460/aaAKWAKmAJFroBBXdIBLjKo82vHNtxwwyA8f1I5irU+sNuuXbsA1khvkK3gqnniiScGQVU+IVR3tpJvqAN01ljDJQdOh6ds+9Lrlud9VU/2//536dBDXYh0Qr6/955Ezq0ddig31LFejuim5Bok2mmmQj3GlgiYrKHEQpu15BPqco1jrv3lGdvwMYUwzgZ1WW9H22kKmAKmgClQ/AoY1CUd4yKDunAOLpIwW3EKhKGOdXPZCtERe/XqFVhxLr744uz5/vIJdUzm11pLOuooFz48PBHPti9cryKvq3qyv+66UufOLr/V559L662XGeZ8v3JY6nA5/uabbwKoO49k0FkK90Tbtm0DF8wvv/wyS025PF35SGmQaxxz7fc6VOS5EMbZoC77/Wh7TQFTwBQwBYpeAYO6pENcZFC3ePFiPfHEEwGQPP3000nVKNr6SaAOEQikQb6/TTfdVF9//XVmXeJCHZN1LHDkDyTvE4mJmzaV1lknBTLsP/poadw4idDhLVtK22wjNW7sjs20729/c4mAt95a2mADB4YEymnVyrk3sm6tXj2pWTMXjCQTEIQn+2ef7da6bbeda+smm7gAKhyb63rU8f1t3twdT3+5vg+EsuqqUps20ptvSoRkJyhNixYS2zO1j+05oA732TFjxmj11VfXaSQLz1Jwre3evXtgrTvnnHPEZydjiWOp830u7xjTv2z3QC7di2mcDeoy3oq2wxQwBUwBU6B2KGBQl3SciwzqyK3mo/9dffXVSdUo2vpAnV9rmMv9EhGY4LPWqk6dOjr11FOFS2ZkiQN1TPaBt1NOccmISeA7YoT07LPSWWdJdepIuCKSmBigY20ZSX0//lh6/33p9tsz77vxRnc8ua3eesvlnzrxRPf6iy+kiy5y16Zez57S3ntnhiYPdbin3nWXS6pOovbRoyV+IADwAA/am+16wAV1aAdwSn85z4svun4ALqylA+hY30h/Z82SXnvNJZ2uANQxRpMnTw4sdSeccELkkIU38oW53377CXflgQMHZg4ulAvqKjrGjE+2e6C2jbNBXfg2tdemgClgCpgCtVABg7qkg15kUIelYty4cQGMtG/fXry34qIdHnbYYcGaumyBUsJaESXzyCOPDCw5nTt3DgKs4N5aKs9dHKgDcgAiom7iZgjMfPSRy1kF1JDcF9dD1pPNnOkgZ/ZsB3SA2j33ZN537bWShzHa8vjjEq6EY8Y4l0GSHW+8MaZHycNaJmjy5yHE/w8/SN9849oJcGFN69/fgYevF3W93r2dNY2ExiRMnjJF6tdP6tVLIu/f5MkuXxfQB/Dx+QPqaB/nJxJmpvaxPYeljvGbOnWq1l9/fTHeuQpr6YC5jTfeWDvvvLO++uor4X7LGBNMZWXJBXUVHWPGMds9UNvG2aBu5a1nL0wBU8AUMAVqpwIGdUnHvcigju6T1oD8W5tttpmAECsKLG1HH310sH5qFpASoxBMg7VWO+ywQ2DJ6dixox555JEgifnKMPhxoQ6XvP/9T8IdETc6XCWBJlz+nnzSgQzWq2eekYi42aOHq0ddgCHbPg9Zf/whjR3rrnPkkRLWnfbtJdau3Xuvg6gDD8wMTf48v/8uDR0q7bijg6y773ZqATa4jPp6Udcj8Al1sDiiDUBK2wHLW291QVEGDnR9ql9fevllB7cPPyz99a+Z2+ZBLwbU4TpLlNN99903xijTzAW64447gjHGate/f3+dfPLJwbrKlS6ZcaCuomNMH22c3T1gUBfr3rVKpoApYAqYAsWrgEFd0rEtQqgjlcGFF16oevXqadiwYUkVKcr6uE+edNJJ2mijjTQF61HMgiVnyJAhwfq6tdZaSyUlJYFrH2uwsAgF4PLf/2aHEVzzcK1be21ps82kPfaQLrhAwj0SgHvhBXc8lhrC67PtuedKnzPbPg9ZRHB8/XVnzfIQ5J9pA8m9/fuoZ38eUhoQZIQ6gNbOOzu1sB7utlsK6qKux5o48txRgLqHHpJwA77mGhcUhe3ohjsq1jqsc4sWORCNalP6thhQx5fglltuqR2B0pgF6y0pEEhIvuaaa+ovf/mLmjZtGgBekNYiF9TlY4zpq42zu+8M6mLeuVbNFDAFTAFToFgVMKhLOrJFCHVMQnv06KF11lknsEAklaQY68+bNy8InMHaqR9wLUxQWKc4fPjwYE0eUMeDif+ll16qGbg55oI6JusECDn4YGeBI/AK6+VoRz6hDvdK3PTSQSju+zDU+Tx1wAogSsF9FCD19aKuRz8J6ELB4sfaQVxNww/WzhH8pZKgDks1QNe8efNE7sestezUqVMQZIUxBuy22GILDRo0SL/hOpor+mVFxzgu1EXpHneMqefHL5yPsKaNs0Gd+wzZX1PAFDAFTIFaq4BBXdKhL0Ko8xEA69evrwMPPFDLWCNVy4u3XjZo0CBwqUwqhw+cgqasv2Kyv+uuu6oXAURyQR3uk7hdsp6MiTSWK97jdpkOdWxj/Vrfvg7OmGzjgokFJ9O+qEl6eJLv3Tc33VRabbXM0Bd1nmyT/TAU+Oth2SOqJUDn9wNv/kEUTiARy2UlQR1Bcfbff381btw4e0TLiJsA181WrVoFFl0in2699dZBzsKZrFPMBnX5GGM0tHE2S13EfWmbTAFTwBQwBWqfAgZ1Sce8CKEOCX766ScdcsghwRoyAqfU9oIV5tprrw1cUoeyXixhWbRokZ5//nndeuutevzxxwO3vA8//FATvv02N9RhwSH3HEFrsPgANYT4J4w/LoysMQO4SEdw220ucMioUdIuu0g77STttZdz3cy0LwrGPGTxjKvjdddJ3btLe+5ZuVDH9bCyDB/u+jZ4sHPZBGJ5YOkjIidulJUEdbjaHnfccQGYTZs2LfZI82MIX6DXXHON7r///iDdwRtvvBGktJj/3XfZoS4fY4x2uOjaOLt76Pvvo8eOH6k+/NDdx6wXZT1mJRc+/127dtV9991XyVey05sCpoApYAqYAk4Bg7qkd0KRQh2TkIceekjrrrtu4FKWVJZiq08wjLvuuiuICvrKK6/kr3txAqWwzgwwI7IlrnNPPeUCouB+6SM/kkIAGGrb1kWMxNIFAAKNRMDEspVpXy6ow9WR6JK0leuEgS/8Ouo8SS11nM+H5sf1kv7SbyJdEhSF9AbvvefgpZKgDldbEo9jlSUReV5KrjV1+Rhjr52Ns0FdXm5aO4kpYAqYAqZAIStgUJd09IoU6pYvX66RI0cGEf0OOOAABcEekmpTRPVxn8TCRqj7bt265a9ncaCOyToWGIKFvPOOe3Ts6IKlfPCBs9hhvcI1khxu55wjvf22s0aQD+7iix2IZdoHHJEygLVqRLsMgxqvsWY88ICzCAIM6fv9+6jzAHUNGzoQw7K47bbOwpbtepwPyMEq17Wri6SJ5W7IEBc4BcDlvFgQ77jDpXjwffRtyfQcI1AKVtmbbrpJdevW1WAshfkouaCO9uZjjDmPjbNBXT7uWTuHKWAKmAKmQEErYFCXdPiKFOqQATe0448/PrBYfExgjlpcyD3Wu3fvIHjMAwBOvkpcqGOyDsgAJUzaec86LMAGAOJ9+IG1i/D2HBPezuts+9Lr+vf+2v59VT1zXWCV/HOsDazodWNAHVbqRx99NAD47ric5qPEgTr65nWu6Bhzrto8zhYoJR93rZ3DFDAFTAFToIAVMKhLOnhFDHWAzIsvvqj11lsvSHGA9a62FoLFvP/++yItAWum8laSQF1FgcaOj5V8nPueXHNEf72HPHn5KHGhzsao4uCOhgZ1+bhr7RymgClgCpgCBayAQV3SwStiqEOKGTNmqHXr1tp88801meiLtbQAtKNHjw5SEZx66qn5U4Hk4ViDdt/dHlWhwf77p/LdZRhFksZ/+umnwViTrzEvhe8JUjVURR/tGtJhh7losVGDZ4FSolSxbaaAKWAKmAJFpoBBXdIBLXKoW7hwoTp27BhY6wgUQoS/2lqIhEhCdtI85K2gJxEsf/nFHlWhAYFXSPmQo0yaNCm45w8//PAcNWPuZpyxylZFH+0aTutMngUGdTFvWqtmCpgCpoApUMgKGNQlHb0ihzosVCTbxlK33XbbiTxctbXMmjVL22+/fZB7DGuOleJVgC/CFi1aBONtY11k42xQV2QDat0xBUwBU8AUiFLAoC5KlWzbihzq6Drh/Mmvxto68izV1rV15O7DctOwYUMBeFaKVwGfp7FRo0ZBzsbi7Wkt7JlBXS0cdOuyKWAKmAK1TwGDuqRjXgugDoj77rvv1KxZM7Vq1Sqw3I0fP164ZtamMv//2zsTaKmqKw1jTEyWERHnkWQZY2KWdqIxiVEbOzjFjom2Q8RoaNu0YkIgKNE2gyZ2bLvbTjQKRkmc0i0qgjihgAooyGQAFUEQBAVEBQR5oEwCf6//Ho4URdV7detV1avhq7WK+6rq3HvP+fa5l/3ffc4+K1aod+/eyRBMLxzOq34J2Na9evXSnnvuqQleToFX/RBA1NWPLWkJBCAAAQjkJYCoy4smzw8NIOrcckfrrr32Wu24444699xz1a1bN73ghaAb6OVU97feemsSsbzjjjsaqOWN19S4rIGj09i6zuyPqKszg9IcCEAAAhDIRQBRl4tKc981iKizkzt48GC1a9cueXth5qe9GHQDvdavX6/Ro0erffv26tOnTwO1vPGamrmExaWXXtp4AOq5xYi6erYubYMABCAAgc0EEHVpu0IDiDpnvFy4cKHOOuusJFJnYbfrrrtq0KBBaWnVdHlzcFZED8lzBsxGzgRa04YsoPKZtj7++OMbdh5pAahqrwiirvZsRo0hAAEIQCA1AURdWmQNIOqMxFGqiRMnqmvXrjrggAMSUde/f/+0tGq+/JIlS9S5c2d99rOf1fLly2u+PTQgPwHb+lvf+pY6deqkpUuX5i/IL7VFAFFXW/aithCAAAQgUBQBRF1abA0i6iKWpqamZF7ZCSecoFtuuSV+3TBbt/+yyy5TIw4/bRgjb26obX3FFVckth4xYkSjNb9+24uoq1/b0jIIQAACEPiIAKLuIxQF/tFgos5UvG6Xs1+OGTOmQEj1U2zt2rXJsNOdd945WeahflpGS7IJ2NZDhgyRbX3VVVdl/8znWiWAqKtVy1FvCEAAAhBIQQBRlwJWUrQBRV1aRPVU3nOtZs+erb322kuOVnpYKq/6JGBb++HF3nvvrS5dumDrejEzoq5eLEk7IAABCECgGQKIumbg5PwJUZcTSz1/6YWpTz311GQR8jlz5tRzUxu+bXHB+X322UezZs1qeB51AQBRVxdmpBEQgAAEINA8AURd83y2/bVYUbdhk/TmSmnmu7wrwWD2Mqlp7bb2K+IbL+/Qt29fdejQQTfddFMRR8jYZeMm6d3V9IFK9AGf49Vl0uL3MwzQ/J9xvTrb+sYbb2y+cHO/frhRem05dq6Unecsl9ZtyG0RRF1uLnwLAQhAAAJ1RQBRl9acxYq6VeukP0ySvv8Q70ow+Jeh0pgFaa2bs/zGjRs1ffr0ZGmDk046SWvWrMlZrqAv13woDXmVPlCJPuBz/PBR6e5pBZnGhaKtPQTTSxusXr264H23Krh8jfST4di5Una+eJi0aNVWJvjoA6LuIxT8AQEIQAAC9UsAUZfWtsWKupXrpN+OkU64l3clGPzTYOnp19NaN2/5ZcuWJev2ec26CRMm5C3X4g+rP5TunUEfqEQf8DlOfUD605QWzZJZwLY+55xzEhE/bty4zJ8K/3vZaukHj2DnStn5+0OkhStz2wdRl5sL30IAAhCAQF0RQNSlNSeirjYc1RKLupgFc5dddlGPHj30oR3FYl6Iusr2nyJEnW09ePBgdezYUd27dy8uYQqirrJ2RtQVczdiHwhAAAIQqCMCiLq0xiy1qDvxPil5NxPBi2Wae+ody5zYzHFy7V/sfrmOVU3flVjUuZu89dZbOvLII5OFyGfOnJm254TylRJ17gfRts3ZpZAyze1f7b8VIepsKN8YjzrqKH3mM5/Ryy+/nN7WpRR1ttE/DpS+M1A66b7KiqVqt2+sH6IufR9lDwhAAAIQqCsCiLq05iylqPv2/WHezRWjpB4jcjtrpwyUej8lXT5S8jyx6MTErZ337w0Kv/98pHReiiFfPv9PR0hp94vnruZtGUSdk2jcdtttSQTHC5KvW7cube+RKiHqbNcew6V/GyVd9rR02qBt+41td8r9oW/1GSmd81DuMtVs40LqVqSo81y622+/XbvuumsSmU09j7K1os7i7cwHpYufkHx/+N1z0n+Nl34xOlyzvs4t8gph0AhlEHXp70XsAQEIQAACdUUAUZfWnKUUdRYeo96QnBFx7nuSP2c6YHbs7NStWCut3yiNXRAc8cwyduDt6PkYTeuk/xi39TEyy2b/ffYQac4y6YP10p9fKHy/7ONU4+cyiDqvY7Zw4UJ94xvf0AEHHKBJkyal7T3lF3UW+ec/Is1fEermuZwWBLls5CQWb6+SYhKfXGVq/bsiRZ1t7chs586d5eUNRo0alc7WrRF1vu7/+THpr9MkZ3X0tR1fMXvq8LnSlaNy27XWbVZM/RF1sYewhQAEIACBBiWAqEtr+FKKOkdKrh4TBJud72xB9t0HpLte2lJDZ9T78fCtHTmLlyfnBcfvtfek07OEYXMOEqJuC9sC/3LEZsCAAdpjjz109tlny0k1Ur3KHanzML3rNif3sBbww4AJi3JHddpa1FmAOtpkEdpcP23Nb0WKOtvUc+sefvjhZDHyE088MRH0Bdu6WFF38n3SRU9Iw31NKzxwWdAkzXpXmrYkbP3Z94LR88vHzcwrYZ9SnQNRV3DXpCAEIAABCNQnAURdWruWUtTZcbJj7afxdr7HLdwSiYsRl9dXSHbOve5Vkg5/1pZ5NX6i/6+Ph0iexcL/vZzOyUPUpbV+Ut4LVJ977rnJ0Lx+/folzn/BByq3qDtriDRpkeR1Ed9+P/Sb99aGYZbZ4qitRZ0fWvxmjPTAzHT9NrsdzX1uhaizTVesWKGePXsmtr788ssLF/HFiDpfz90eC0txbNoUhNvjr0m/HC394OFwb/DWw2rN7J7p5eNmppWwT6nOgagr+BZEQQhAAAIQqE8CiLq0di21qLPT6aGPFm52BLsPC45aZsTFQsBP6e3oeQHzcx8OZbxv/6lh33feD0M1o4Mbn4Bf8Jh0ybDw9ppdjg7GMs2JOpdz+e5PSD8eJvk4Lu/jen8P+3Q9fvR4iB5+9HtGIgdHHTwP0GU8P8iOl4eTuo3e1wkgXMaOqr/zu+tDW84R61lIW2LZuC3D8MvYVTZs2KCpU6fq0EMPTZKmPPXUU/J3Bb3KKerM8mdPSms3SI78OpX/vPfC52GvSSdn2N6coqh7f710y+QQMXNfuXCoZHEYWcZtQTa/P9j7wsfDXM+473ceCBEoH9t9y333t2PD2mIT3gy/+QFF7Ntxv9ZuWynqvG7dvHnzkjXrdtttt2RBcov6Fl/FiLrMyLz7ycBXAqdcDHztZM+VLMg+ea5J293z9Cwsfb7m7OPr0b97iKiv2biv5/Zm1zXvfeS+5s+RfZyWPnI/gaYAABiiSURBVCPqWuySFIAABCAAgfomgKhLa99Sizo7URY9njfnSNz9rwRRYwH1/KIQabGgczITz32zA25n3Y5V14fDcCxH+bzQdhRc3p7xYBjOaYfZwzJfXSY9Mz889Y8JFnKJOu9rZ/HXz0qj35BeWy4tbJImvin978shC58dOidveHS29NJi6Y0VITo0YHpw8qJj6Do8t1B6YXEQn/fPkGa+G+rzyOwg8JzQY+hr0uzlYV7hoJlbD8crtC3ZTl8ZRZ27jIdh3nvvvcncOmfEfP755wsTduUUdbbbg7O2zNF0/0geGGySFn+wbaKdKOosAt1/PIzXczunvB3mc53/6BYnvVCbW7x7/8lvS32eDvu7P3hI4SvvShMXSd0elX75TBB0flDhvu/fXloSFgrPtmVrPrveKdepy74lePkK2/drX/tasnbd9ddfr/nz5ycLlWeW3WqZi2JEna9HX6tm4jmRFnmFtr1Q++S6Jj20c36T5Hl6fohjIdacfSzenLTFIwtc33krQt+5YVK477jOLd1HfIzmzlFou2M5RF1mV+RvCEAAAhBoQAKIurRGL7Wos1PieXB2qJwEwQ6SnTtnLVy/ISSx+P3E4CxZoHlY3fSl4bOdougUZy5sbtH2x+eDCFzygTR2YZh/42ienfsrRwdnMZeoSyKE46WmtdK6DUHQTV8SRJcdb0dwrno2RAwtMmcvC466hZ0FywvvbIkYRtHgOi9aGYSlHf6lH4Rj+28PFZyxNOznc1rYWphEZ63QtsTycVtmUedus2rVKl133XXad999ddxxxyWO//r165vvUeUSdY7cOFpqG5vhfTNCJNSRMc+/8nktuu1sR0bRPu53S1cHMTb1ndBHLPQc3TNHO/mF2tyR1lXrQ9IeD630uRxB7PVk4LJsTcj0+ticUC/33/fWhEi0+8MdL26pX6xna7YlEHWuuO06duxYHX300XLE7qKLLkoWoV+8eHEi7pwJ1YlzvNSF+0USdU+7+LgjZebu627k64VzSGOfaPN4Tfr6NXffJ+IQcF/j+exz50vh+vaQXj8o+tvb0ox3Q72dcOe/J4R6t3QfcVvznaOYPoCoa/6+w68QgAAEIFD3BBB1aU1cDlHnYVMWaHbm7Bh5KNyjczaLvPfC0EUvbeAshp5bZ/Fz/QTpqddDGTtXceiTnXYnnnhrVXDkHflz9MTD2hxp8/4WUhYB2aLO+7qc5/G5nMXcr54JotPDKD1cztEbP52PDqCH2bn+TotvB9FC1BFBHys6kD7Wi+8E0fHdQcFxN3e39+nXQz1cl2Fzw1BSDzH1UME0bcl2/Csg6twEz7m68sortd9++yXrmnkoZlNTU/5eVS5RF8Wvz/zu6iCibBfb/onXQj+x8LbzG1lF+8QIscWBud38t2BfD+H89+eCHQu1eSGizuLT9fKDjETAvBHsbfHnfhnrV4ptiUSdsToS99JLL+nMM89MIrQHH3ywrr76ao0ePVpjxoxJMmWefPLJuuuuuzR97GQ1nZ2iLe7r5mKBnf1goyUOtmOh9ok2j9ekr2tfk395IfRZRxh9jeezj23kYZcPvRrq6+vUIw0c4bUg9RzAQu4jFn35zlFMH0DU5b/n8AsEIAABCDQEAURdWjOXQ9TZabOo8dBEO1tOnLJ8dRBlmckQvJaY50hZUDla52Frjpb56Xl0/OxkedibXxYQdr7ssN3+ojRkVvjeT+U9VC9b1Nlh6705omJxeeOkLcf18T2MzvNn/JQ/O1W+h4rdPS2IskWrgsiMDqSHjDpymHkM18T1v3TzEL3MOYSOGllcpGlLbH/cVkjUuRkWcddcc40OPPBAHXTQQbr11ls1d+7cJLrj350e//333w/D9col6tw3PBTWkS8vU/CbsSG6ds1Y6b5Xgt1tBwu2yCjaJ3tJA/cLC0CLi8Ez09m8EFFnUeDotCOBUdjHOpV6W0JRF23pjKc33HCDjj32WHXq1ClZ8uCrX/2q2rVrl7x32GEHHXfk0br3m320usvdW3i31Daz87IkGzaGyLWvx5b2KdU16bmufjlq2vPJ5u3jhwW+3j3n9mdPhT7lBzofCfQW7iOxTaXsA4i6YD/+hQAEIACBhiWAqEtr+nKJOjufjtDFJam8dfZCJ4+ITpDLxKQqrndSZtXWc6UcbXFEzS87h466eXhj5tvzmhyRyxZ1mfvaufOQuXhub+3M/erZcGz/nrm8gkXZf44Pv/lpv+dN5RMNdgb98hAuJ/b46NjPhO8dafLcn8z6tNSWzHr67wqKOlfai1XfeeedOuKII7T77rura9euGjZsWJJkY+nSpRo6dGgyPG/N8lXSvTO25ppd97SfbRfPcbTYdp+wGMt+2+H27y8v2RLVzWcfs5/0VnDSn52fzuaZos790G2xOMkcflnDoi50UCUC3WsW9u/fX+edd14y326nnXbSdtttp/bt2+srhxymy75wmt78+36F2zrhviicwkNme44I7HL1B0fDfD8o1zXZnODydemRBSM3z7n1w6iFK7eIuszrNtd9JLanuXPEMoVuEXWxa7KFAAQgAIEGJYCoS2v4com6ZE7UUMlzjvzKFcFwmThHKpaxY5Xp+NiBtjPoiF+MwNhZjO8zh4Qn7HYGs0Wd97XIsoCKC5J72Gc8vvfxE33XzfOmHH2LSVHsoHkuXJLkoSmsP5ZPNBQq6tK0JdYxbiss6mwOD8+bPHly4uQ7Yrf33nsnf990003yOmeHH364HrpvkJb9efwWprG+rdlG5zjOjRsxT8p+O6mF+4SH7sa5brnsk/TDx8IcqxhV9IOFQm3uiKHFuvue54K6XXbyPSfPL/fvKOoenxOizk7SEtvv6Gz8uxTbEkfqQiO2/tcZMh2ZtY0PO+wwde/eXeOHjtQmZ3VN0wY/GPFalRZ0vgb9IObSpyQzdWTMbLz155+OkByFtb3S2CeXzV3H7GvSfSqXfXwP8DBRz821jf/yonTB0DDs0n3E96OW7iP+3feNfOcopg8g6rbulHyCAAQgAIGGI4CoS2vycok6O1YeEunkAX7ZsfvF5oQmmY6hyzjrpF92nj3nLfN3/22x9srS4MQ7CYKHU9kR89uird/k8JQ/W9R5XztHnqPnqI6HgdpxdNrynwyXrhgZRKUzG3r+jI992VPBqXSiljeaQnZOD/lMjvVQGAoYxWWsZ7YD6e+TiENWpM7fF9qWeOy4bQNRF4yiZKjlwIEDdcYZZ+iQQw5JEmt4aJ6jOPvsvpdu6PpzzT/2Zm06YcC2tov1L3Rr59hOvSMiyXDJjCQzmcdwJkwPqfTQ3ecWhCym0cG3gPd8S8+NcjZSL3hvce6kK14TzXOfCrW5k2w4oY4dfC+O7b5jYeKIn19R1FmceF1FC1HXq8eI0MecICiz3q39uwKizs3y8Np77rlHI0eODFlQi8l+6bZ6buxfp4XENWbjhcadEdYC2VHyP0wKw6gdGXOEzPuksU+0eUvXZD77OCLshwKOCLt/+Fr2kGxnuXXf8nxdz+m1oG3uPnLWg0GglqoPIOrC9cW/EIAABCDQsAQQdWlNX05RZ2Fz+agQJXtxsZQZJYvObZxn5vlRdp7j8gTxd2/j8CgPvXS0xfPznDlz/EJpznth7pWdx1yizvt6OQPva5FgR81JEOxc2pG08+15cI4ieP6PnVfP5fIcO//tJCk/fKR0oq7QtmS233+3oaiLXcpDMp045eKLL07mWm2//fbateOu+rt9D9JtX/yRNhx/T+sFTDIkd2o4peciZg+ZjVzspDuroMVaHNpnARbnZnoepO1oW9vm/jxwZogEuV8WanOfx0OEPV/Sx/GDAYsP9ye/oqjzMS0YHfFxBNECwfNF/aAg1rkU2wqJutC4jH+LFXVus+t865SQedbXeebL9vN16WyyTjTj8mnsU6ioy2cf9xELb/chPwxwYhQnOPK9wXXz0GlnXnU0sbn7iIVgvnMU0wcQdZm9hL8hAAEIQKABCSDq0hq9nKLODpqHSXro3P9sHrqWy7G1YLEz1XdyfgfYDpOTGAyfJ01bHATg1Lelh2eHyImHbXn4kzMj+um6h33Fc3nf3t53btjXAm7CojAXzM6ah085AuMIgtfSc5ZMD6GzaPDv8ThnDA5r3XkOX2ZE0WXsHHpIYJwzaLHqiKK/97EckYzHKaQtsWzcVoGoc9dyqvsRI0boy1/+spwZ8YpLf65BPW/Q3GP+qE3HlyBSZ05OZuLsoralbRMZZG4d0XOk1ksWPP9WiPz4gYDt7vUDzdwCL9rS/S/zgUGhNvdcL0eOvHyC5+/Znh6We+Wo8LcjOnGBcYuXG58PSUHcx/zbLVNy1z+zLWn+rkVR5/b5gY6vGa/naIaOvPvtJUN8XdpuvldEFoXaJ801mc8+Fu5OvOS6uN/5PtD3b6Hv+MGRRwJ4KGlL9xHXPd85YrsK3SLq0v5PRnkIQAACEKgzAoi6tAYtt6iz821BkulQZzs2UZDZIcr+LfuznWw7WI7K5HP4s/fJ/OxImZ10nzPz+/h3rK/PE78r1zZNW6pE1Hme3Zw5czRlyhStXbs2RE5LnSilFLxtX0dvT88Q0/mOW4jNbSv34Uxxnu94LfWxfPsV8n2tirrMtvm69TXot9ln/pbr70Lsk2u/fN/lso/ta7bxPhX7T757TK5jZJ6vpd8zy+b6u0pFndex9BqHvGFAH6AP0AfoA+XuAwsWLFCXLl3Cerlp9U2VlW9XkfqUW9Tlclj4rmVHNptRlYi6bfpkTD6SXV8+p7dxIczqQdQV0s5GL1OFou7uu+9OFqkfNWqUeMOAPkAfoA/QB8rdBwYPHqxjjjkmmee/jf9ZY19Uv6i7blxIDuDhS7zLy8BD/Jyoo9peng/1wMzytp2+tYWvI9TO0Fjpl+ecOVMttqgMAy+h8ubK3Fb+8ENp3DipXTupQwepX7/c5Ur4rYddO2lOt27ddMkll/CGAX2APkAfoA+UvQ84+3avXr3CyLAS/p/WFoeqblFnZ95ZK529jnf5GXjNPyeSqbZXzBBIHyh/HzBjL7beFuLeCU7+8kJl2khfkm6bGhJC5bre20DU5aoG30EAAhCAAAQgUBiB6hZ1hbWBUhCAAAQgUEoCiLpS0uRYEIAABCAAgbITQNSVHTEngAAEIFBjBBB1NWYwqgsBCEAAAo1OAFHX6D2A9kMAAhDIJoCoyybCZwhAAAIQgEBVE0DUVbV5qBwEIACBNiCAqGsD6JwSAhCAAAQgUDwBRF3x7NgTAhCAQH0SQNTVp11pFQQgAAEI1C0BRF3dmpaGQQACECiSAKKuSHDsBgEIQAACEGgbAoi6tuHOWSEAAQhULwFEXfXahppBAAIQgAAEchBA1OWAwlcQgAAEGpoAoq6hzU/jIQABCECg9ggg6mrPZtQYAhCAQHkJIOrKy5ejQwACEIAABEpMAFFXYqAcDgIQgEDNE0DU1bwJaQAEIAABCDQWAURdY9mb1kIAAhBomQCirmVGlIAABCAAAQhUEQFEXRUZg6pAAAIQqAoCiLqqMAOVgAAEIAABCBRKAFFXKCnKQQACEGgUAoi6RrE07YQABCAAgTohgKirE0PSDAhAAAIlI4CoKxlKDgQBCEAAAhCoBAFEXSUocw4IQAACtUQAUVdL1qKuEIAABCAAASHq6AQQgAAEILA1AUTd1jz4BAEIQAACEKhyAoi6KjcQ1YMABCBQcQKIuooj54QQgAAEIACB1hBA1LWGHvtCAAIQqEcCiLp6tCptggAEIACBOiaAqKtj49I0CEAAAkURQNQVhY2dIAABCEAAAm1FAFHXVuQ5LwQgAIFqJYCoq1bLUC8IQAACEIBATgKIupxY+BICEIBAAxNA1DWw8Wk6BCAAAQjUIgFEXS1ajTpDAAIQKCcBRF056XJsCEAAAhCAQMkJIOpKjpQDQgACEKhxAoi6Gjcg1YcABCAAgUYjgKhrNIvTXghAAAItEUDUtUSI3yEAAQhAAAJVRQBRV1XmoDIQgAAEqoAAoq4KjEAVIAABCEAAAoUTQNQVzoqSEIAABBqDAKKuMexMKyEAAQhAoG4IIOrqxpQ0BAIQgECJCCDqSgSSw0AAAhCAAAQqQwBRVxnOnAUCEIBA7RBA1NWOragpBCAAAQhAQBKijm4AAQhAAAJbE0DUbc2DTxCAAAQgAIEqJ4Coq3IDUT0IQAACFSeAqKs4ck4IAQhAAAIQaA0BRF1r6LEvBCAAgXokgKirR6vSJghAAAIQqGMCiLo6Ni5NgwAEIFAUAURdUdjYCQIQgAAEINBWBBB1bUWe80IAAhCoVgKIumq1DPWCAAQgAAEI5CSAqMuJhS8hAAEINDABRF0DG5+mQwACEIBALRJA1NWi1agzBCAAgXISQNSVky7HhgAEIAABCJScAKKu5Eg5IAQgAIEaJ4Coq3EDUn0IQAACEGg0Aoi6RrM47YUABCDQEgFEXUuE+B0CEIAABCBQVQQQdVVlDioDAQhAoAoIIOqqwAhUAQIQgAAEIFA4AURd4awoCQEIQKAxCCDqGsPOtBICEIAABOqGAKKubkxJQyAAAQiUiACirkQgOQwEIAABCECgMgQQdZXhzFkgAAEI1A4BRF3t2IqaQgACEIAABCQh6ugGEIAABCCwNQFE3dY8+AQBCEAAAhCocgKIuio3ENWDAAQgUHECiLqKI+eEEIAABCAAgdYQQNS1hh77QgACEKhHAoi6erQqbYIABCAAgTomgKirY+PSNAhAAAJFEUDUFYWNnSAAAQhAAAJtRQBR11bkOS8EIACBaiWQLer69q3WmlIvCEAAAhCAAAQqmijle9+TtttO+uIXAQ8BCEAAAtVMAFFXzdahbhCAAAQgAIFtCFQuUnf66UHUff7z0saN21SELyAAAQhAoEoIWNQ9+6zUrp3UoYN0yy1VUjGqAQEIQAACEIBALgKVEXXLl0sXXBAchP33l/yZFwQgAAEIVCeBtWulQYPCPbtjR2nAgOqsJ7WCAAQgAAEIQCAhUBlRt2qVdO21wUHYY4/wBBgDQAACEIBAdRJYuVL69a/DPXvPPaWJE6uzntQKAhCAAAQgAIGEQGVE3fr10vDh0ic+Ie20U3AWNm3CBBCAAAQgUG0EfG9etEg65hjpYx+TvvQlySKPFwQgAAEIQAACVUugMqLOzbeTcMgh0vbbS4cfLr3zTtVCoWIQgAAEGpbAunXS44+Hh3A77ij16NGwKGg4BCAAAQhAoFYIVE7UeQjm734XRN3OO0u//73kyfi8IAABCECgOgg4SrdggRSzFXfqJI0ZUx11oxYQgAAEIAABCOQlUDlR54yXs2ZJBx8chvR84QvSlCl5K8YPEIAABCBQYQJ++PanP0kf/7j0qU9J3bpJGzZUuBKcDgIQgAAEIACBtAQqJ+pcsw8+kPr1C/PqPvlJ6bTTwlPhtLWmPAQgAAEIlJaAh10++aTk6JyHyR96qDR1amnPwdEgAAEIQAACECgLgcqKOjdhyRLpnHPCk+BPf1rq1Ut64w2JxCllMTAHhQAEINAigTVrQlbib34zrCe6zz5S374t7kYBCEAAAhCAAASqg0DlRZ2H8syYIR11VBiG6Yn4F14YhmI2NVUHFWoBAQhAoBEI+H7sJFZDhkhHHhkE3S67hOQoXquOFwQgAAEIQAACNUGg8qLOWLzEwTPPSEccIe2wQ4jaOSNm//7S9OkhmkcSlZroQFQSAhCoMQIeFbF6dRj6Pnas1KePtNtuQdB5e/754R5cY82iuhCAAAQgAIFGJtA2os7ELezGj5e+/W3Ji9u2ayd5nl3nztI110hPPBEWvH3hhRDZe+UViTcM6AP0AfpAcX3g5ZelyZNDNst77pG6d5c+97lw7/Uaok5e1bs3gq6RPQLaDgEIQAACNUug7USdkTkjpof+/Pa30le+InXoEBwMCzxnX7PYO+ww6R/+QTr+eN4woA/QB+gDxfSBLl3CYuIHHSR5SRnfY/12QpT99w8P1wYODA/bava/MyoOAQhAAAIQaFwCbSvqIncPtXSWtZ49pa9/PWRdO/BAaa+9pPbtg8Cz88EbBvQB+gB9oLg+4JEQHTtK++0XlpbxgzSLPSdEcQIrXhCAAAQgAAEI1CyB6hB1EZ8n7b/1VhiWOWCAdN110sUXS6eeGp4ke6gmbxjQB+gD9IF0feCUU6Szzgrz526+WXrsMWnaNInkVPF/H7YQgAAEIACBmiZQXaKuplFSeQhAAAIQgAAEIAABCEAAApUngKirPHPOCAEIQAACEIAABCAAAQhAoGQEEHUlQ8mBIAABCEAAAhCAAAQgAAEIVJ4Aoq7yzDkjBCAAAQhAAAIQgAAEIACBkhFA1JUMJQeCAAQgAAEIQAACEIAABCBQeQKIusoz54wQgAAEIAABCEAAAhCAAARKRgBRVzKUHAgCEIAABCAAAQhAAAIQgEDlCfw/WioOjkmwvY4AAAAASUVORK5CYII="
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Document Object Model\n",
+    "\n",
+    "In order to render a HTML page, most web browsers use a tree structure called Document Object Model (DOM) to represent the HTML page as a hierarchy of elements.\n",
+    "\n",
+    "<div>\n",
+    "<img src=\"attachment:image.png\" width=\"600\"/>\n",
+    "</div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Take a look at the HTML in the below cell."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<b>To Do List</b>\n",
+    "<ul>\n",
+    "    <li>Eat Healthy</li>\n",
+    "    <li><a href=\"https://docs.python.org/3/library/time.html#time.sleep\">Sleep</a> <b>More</b></li>\n",
+    "    <li>Exercise</li>\n",
+    "</ul>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### BeautifulSoup constructor\n",
+    "- takes html and parses it\n",
+    "- Syntax: `BeautifulSoup(<html_string>, \"html.parser\")`\n",
+    "- Second argument specifies what kind of parsing we want done"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "bs4.BeautifulSoup"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "html_string = \"<b>To Do List</b><ul><li>Eat Healthy</li><li><a href=\\\"https://docs.python.org/3/library/time.html#time.sleep\\\">Sleep</a> <b>More</b></li><li>Exercise</li></ul>\"\n",
+    "bs_obj = BeautifulSoup(html_string, \"html.parser\") \n",
+    "\n",
+    "type(bs_obj)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## BeautifulSoup operations\n",
+    "- `prettify()`        returns a formatted representation of the raw HTML\n",
+    "\n",
+    "### A  BeautifulSoup object can be searched for elements using:\n",
+    "- `find(\"\")`         returns the first element matching the tag string, None otherwise\n",
+    "- `find_all(\"\")`     returns an iterable of all matching elements (HTML 'tags'), empty iterable otherwise\n",
+    "\n",
+    "### Beautiful Soup Elements can be inspected by using:\n",
+    "- `get_text()`     returns the text associated with this element, if applicable; does not return the child elements associated with that element\n",
+    "- `.children`      all children of this element (can be converted into a list)\n",
+    "- `.attrs`          the atribute associated with that element / tag."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `prettify` returns a formatted representation of the raw HTML"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<b>\n",
+      " To Do List\n",
+      "</b>\n",
+      "<ul>\n",
+      " <li>\n",
+      "  Eat Healthy\n",
+      " </li>\n",
+      " <li>\n",
+      "  <a href=\"https://docs.python.org/3/library/time.html#time.sleep\">\n",
+      "   Sleep\n",
+      "  </a>\n",
+      "  <b>\n",
+      "   More\n",
+      "  </b>\n",
+      " </li>\n",
+      " <li>\n",
+      "  Exercise\n",
+      " </li>\n",
+      "</ul>\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(bs_obj.prettify())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `find` returns the first HTML 'tag' matching the string `\"b\"`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'bs4.element.Tag'>\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<b>To Do List</b>"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "element = bs_obj.find(\"b\")\n",
+    "print(type(element))\n",
+    "element"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `get_text` extracts the text within an element"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "To Do List <class 'str'>\n"
+     ]
+    }
+   ],
+   "source": [
+    "text = element.get_text()\n",
+    "print(text, type(text))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `find` returns `None` if it cannot find that element"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "assert bs_obj.find(\"ul\") != None # assert that this html string has a <ul> tag"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "AssertionError",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mAssertionError\u001b[0m                      Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[10], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m bs_obj\u001b[38;5;241m.\u001b[39mfind(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124ma\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;241m==\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n",
+      "\u001b[1;31mAssertionError\u001b[0m: "
+     ]
+    }
+   ],
+   "source": [
+    "assert bs_obj.find(\"a\") == None # assert that this does not have an <a> tag"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `find_all` returns an iterable of all matching elements (HTML 'tags')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<b>To Do List</b>, <b>More</b>]"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "element_list = bs_obj.find_all(\"b\")\n",
+    "element_list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'bs4.element.ResultSet'> <b>To Do List</b>\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(type(element_list), element_list[0])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### We can use a `for` loop to loop through this 'list'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "To Do List\n",
+      "More\n"
+     ]
+    }
+   ],
+   "source": [
+    "for element in element_list:\n",
+    "    print(element.get_text())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Unlike `find`, `find_all` returns an empty 'list', when there are no matching elements."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[]\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(bs_obj.find_all(\"Sleep\")) # only searches for elements, not text"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "None\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(bs_obj.find(\"Sleep\")) # if not present returns None "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 1: Find all list elements in `bs_obj`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<li>Eat Healthy</li>,\n",
+       " <li><a href=\"https://docs.python.org/3/library/time.html#time.sleep\">Sleep</a> <b>More</b></li>,\n",
+       " <li>Exercise</li>]"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "li_elements = bs_obj.find_all(\"li\")\n",
+    "li_elements"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 2: Find all bold list items in the 2nd list element"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<b>More</b>]"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "li_elements[1].find_all(\"b\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### DOM trees are hierarchical. You can use `.children` on any element to gets its children."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<ul>\n",
+      " <li>\n",
+      "  Eat Healthy\n",
+      " </li>\n",
+      " <li>\n",
+      "  <a href=\"https://docs.python.org/3/library/time.html#time.sleep\">\n",
+      "   Sleep\n",
+      "  </a>\n",
+      "  <b>\n",
+      "   More\n",
+      "  </b>\n",
+      " </li>\n",
+      " <li>\n",
+      "  Exercise\n",
+      " </li>\n",
+      "</ul>\n",
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "[<li>Eat Healthy</li>,\n",
+       " <li><a href=\"https://docs.python.org/3/library/time.html#time.sleep\">Sleep</a> <b>More</b></li>,\n",
+       " <li>Exercise</li>]"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "element = bs_obj.find(\"ul\")\n",
+    "print(element.prettify())\n",
+    "children_list = list(element.children)\n",
+    "children_list"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### You can also loop through this list of children"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Eat Healthy\n",
+      "Sleep More\n",
+      "Exercise\n"
+     ]
+    }
+   ],
+   "source": [
+    "for child in children_list:\n",
+    "    print(child.get_text())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Notice that `get_text()` only returns the actual text and not the HTML formatting."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "More\n"
+     ]
+    }
+   ],
+   "source": [
+    "for li_item in bs_obj.find(\"ul\").children:\n",
+    "    bold_item = li_item.find(\"b\")\n",
+    "    if bold_item != None:\n",
+    "        print(bold_item.get_text())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 3: Get the title of the Syllabus Page using Beautiful Soup\n",
+    "\n",
+    "Recall that the url is: `https://cs220.cs.wisc.edu/s24/syllabus.html`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'CS220'"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here \n",
+    "url = \"https://cs220.cs.wisc.edu/s24/syllabus.html\"\n",
+    "r = requests.get(url)\n",
+    "\n",
+    "# make sure there is no error\n",
+    "r.raise_for_status()\n",
+    "\n",
+    "# read the entire contents of the page into a single string variable\n",
+    "contents = r.text\n",
+    "\n",
+    "# use BeautifulSoup to extract title\n",
+    "syllabus_obj = BeautifulSoup(contents, \"html.parser\")\n",
+    "syllabus_obj.find(\"title\").get_text()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 4: Use Beautiful Soup to get all the headings (h1 and h2 elements) from the Beautiful Soup documentation\n",
+    "\n",
+    "The url is: `https://beautiful-soup-4.readthedocs.io/en/latest/`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Beautiful Soup Documentation\n",
+      "Getting help\n",
+      "Quick Start\n",
+      "Installing Beautiful Soup\n",
+      "Problems after installation\n",
+      "Installing a parser\n",
+      "Making the soup\n",
+      "Kinds of objects\n",
+      "Tag\n",
+      "NavigableString\n",
+      "BeautifulSoup\n",
+      "Comments and other special strings\n",
+      "Navigating the tree\n",
+      "Going down\n",
+      "Going up\n",
+      "Going sideways\n",
+      "Going back and forth\n",
+      "Searching the tree\n",
+      "Kinds of filters\n",
+      "find_all()\n",
+      "Calling a tag is like calling find_all()\n",
+      "find()\n",
+      "find_parents() and find_parent()\n",
+      "find_next_siblings() and find_next_sibling()\n",
+      "find_previous_siblings() and find_previous_sibling()\n",
+      "find_all_next() and find_next()\n",
+      "find_all_previous() and find_previous()\n",
+      "CSS selectors\n",
+      "Modifying the tree\n",
+      "Changing tag names and attributes\n",
+      "Modifying .string\n",
+      "append()\n",
+      "extend()\n",
+      "NavigableString() and .new_tag()\n",
+      "insert()\n",
+      "insert_before() and insert_after()\n",
+      "clear()\n",
+      "extract()\n",
+      "decompose()\n",
+      "replace_with()\n",
+      "wrap()\n",
+      "unwrap()\n",
+      "smooth()\n",
+      "Output\n",
+      "Pretty-printing\n",
+      "Non-pretty printing\n",
+      "Output formatters\n",
+      "get_text()\n",
+      "Specifying the parser to use\n",
+      "Differences between parsers\n",
+      "Encodings\n",
+      "Output encoding\n",
+      "Unicode, Dammit\n",
+      "Line numbers\n",
+      "Comparing objects for equality\n",
+      "Copying Beautiful Soup objects\n",
+      "Parsing only part of a document\n",
+      "SoupStrainer\n",
+      "Troubleshooting\n",
+      "diagnose()\n",
+      "Errors when parsing a document\n",
+      "Version mismatch problems\n",
+      "Parsing XML\n",
+      "Other parser problems\n",
+      "Miscellaneous\n",
+      "Improving Performance\n",
+      "Translating this documentation\n",
+      "Beautiful Soup 3\n",
+      "Porting code to BS4\n"
+     ]
+    }
+   ],
+   "source": [
+    "# write your code here \n",
+    "url = \"https://beautiful-soup-4.readthedocs.io/en/latest/\"\n",
+    "r = requests.get(url)\n",
+    "\n",
+    "# make sure there is no error\n",
+    "r.raise_for_status()\n",
+    "\n",
+    "# read the entire contents of the page into a single string variable\n",
+    "contents = r.text\n",
+    "\n",
+    "# use BeautifulSoup to extract title\n",
+    "bs_docs = BeautifulSoup(contents, \"html.parser\")\n",
+    "headings = list(bs_docs.find_all(\"h1\")) + list(bs_docs.find_all(\"h2\"))\n",
+    "# ... or even better ...\n",
+    "headings = bs_docs.find_all([\"h1\", \"h2\"])\n",
+    "\n",
+    "for heading in headings:\n",
+    "    print(heading.get_text().replace(\"¶\", \"\"))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### New syntax: You can use `\"\"\"some really long string\"\"\"` to split a string across multiple lines."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "html_string = \"\"\"\n",
+    "<table>\n",
+    "  <tr>\n",
+    "    <th>University</th>\n",
+    "    <th>Department</th>\n",
+    "  </tr>\n",
+    "  <tr>\n",
+    "    <td>UW-Madison</td>\n",
+    "    <td><a href = \"https://www.cs.wisc.edu/\">Computer Sciences</a></td>\n",
+    "  </tr>\n",
+    "  <tr>\n",
+    "    <td>UW-Madison</td>\n",
+    "    <td><a href = \"https://stat.wisc.edu/\">Statistics</a></td>\n",
+    "  </tr>\n",
+    "   <tr>\n",
+    "    <td>UW-Madison</td>\n",
+    "    <td><a href = \"https://cdis.wisc.edu/\">CDIS</a></td>\n",
+    "  </tr>\n",
+    "  <tr>\n",
+    "    <td>UC Berkeley</td>\n",
+    "    <td><a href = \"https://eecs.berkeley.edu/\">Electrical Engineering and Computer Sciences</a></td>\n",
+    "    </tr>\n",
+    "</table>\n",
+    "\"\"\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 1: Get all the table headers"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "University\n",
+      "Department\n"
+     ]
+    }
+   ],
+   "source": [
+    "bs_obj = BeautifulSoup(html_string, \"html.parser\")\n",
+    "th_elements = bs_obj.find_all(\"th\") # works only if there is one table in that whole HTML\n",
+    "\n",
+    "for th in th_elements:\n",
+    "    print(th.get_text())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 2: Get the first anchor element"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Computer Sciences'"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "first_anchor = bs_obj.find(\"a\")\n",
+    "first_anchor.get_text()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### You can get the attributes associated with an element using `.attrs` on that element object. Return value will be a `dict` mapping each attribute to its value."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'href': 'https://www.cs.wisc.edu/'}"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "first_anchor_attributes = first_anchor.attrs\n",
+    "first_anchor_attributes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'dict'>\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'https://www.cs.wisc.edu/'"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "print(type(first_anchor_attributes))\n",
+    "first_anchor_attributes[\"href\"]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 5: Extract hyperlinks for each department and populat edepartment name and link into a dict where the key is the department name, and the value is the URL"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'Computer Sciences': 'https://www.cs.wisc.edu/',\n",
+       " 'Statistics': 'https://stat.wisc.edu/',\n",
+       " 'CDIS': 'https://cdis.wisc.edu/',\n",
+       " 'Electrical Engineering and Computer Sciences': 'https://eecs.berkeley.edu/'}"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "department_urls = {}\n",
+    "tr_elements = bs_obj.find_all(\"tr\")\n",
+    "\n",
+    "for tr in tr_elements:\n",
+    "    if tr.find(\"td\") != None: # this should handle row containing th's\n",
+    "        anchor = tr.find(\"a\")\n",
+    "        name = anchor.get_text()\n",
+    "        website = anchor.attrs[\"href\"]\n",
+    "        department_urls[name] = website\n",
+    "        \n",
+    "department_urls"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 3: Parsing `small_movies` html table to create `small_movies.json`"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 1: Read `small_movies.html` content into a variable"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'<table border=\"1\" class=\"dataframe\">\\n  <thead>\\n    <tr style=\"text-align: right;\">\\n      <th>Title</th>\\n      <th>Genre</th>\\n      <th>Director</th>\\n      <th>Cast</th>\\n      <th>Year</th>\\n      <th>Runtime</th>\\n      <th>Rating</th>\\n      <th>Revenue</th>\\n    </tr>\\n  </thead>\\n  <tbody>\\n    <tr>\\n      <td>Guardians of the Galaxy</td>\\n      <td>Action,Adventure,Sci-Fi</td>\\n      <td>James Gunn</td>\\n      <td>Chris Pratt, Vin Diesel, Bradley Cooper, Zoe Saldana</td>\\n      <td>2014</td>\\n      <td>121</td>\\n      <td>8.1</td>\\n      <td>333.13</td>\\n    </tr>\\n    <tr>\\n      <td>Prometheus</td>\\n      <td>Adventure,Mystery,Sci-Fi</td>\\n      <td>Ridley Scott</td>\\n      <td>Noomi Rapace, Logan Marshall-Green, Michael Fassbender, Charlize Theron</td>\\n      <td>2012</td>\\n      <td>124</td>\\n      <td>7</td>\\n      <td>126.46M</td>\\n    </tr>\\n    <tr>\\n      <td>Split</td>\\n      <td>Horror,Thriller</td>\\n      <td>M. Night Shyamalan</td>\\n      <td>James McAvoy, Anya Taylor-Joy, Haley Lu Richardson, Jessica Sula</td>\\n      <td>2016</td>\\n      <td>117</td>\\n      <td>7.3</td>\\n      <td>138.12M</td>\\n    </tr>\\n    <tr>\\n      <td>Sing</td>\\n      <td>Animation,Comedy,Family</td>\\n      <td>Christophe Lourdelet</td>\\n      <td>Matthew McConaughey,Reese Witherspoon, Seth MacFarlane, Scarlett Johansson</td>\\n      <td>2016</td>\\n      <td>108</td>\\n      <td>7.2</td>\\n      <td>270.32</td>\\n    </tr>\\n    <tr>\\n      <td>Suicide Squad</td>\\n      <td>Action,Adventure,Fantasy</td>\\n      <td>David Ayer</td>\\n      <td>Will Smith, Jared Leto, Margot Robbie, Viola Davis</td>\\n      <td>2016</td>\\n      <td>123</td>\\n      <td>6.2</td>\\n      <td>325.02</td>\\n    </tr>\\n    <tr>\\n      <td>The Great Wall</td>\\n      <td>Action,Adventure,Fantasy</td>\\n      <td>Yimou Zhang</td>\\n      <td>Matt Damon, Tian Jing, Willem Dafoe, Andy Lau</td>\\n      <td>2016</td>\\n      <td>103</td>\\n      <td>6.1</td>\\n      <td>45.13</td>\\n    </tr>\\n    <tr>\\n      <td>La La Land</td>\\n      <td>Comedy,Drama,Music</td>\\n      <td>Damien Chazelle</td>\\n      <td>Ryan Gosling, Emma Stone, Rosemarie DeWitt, J.K. Simmons</td>\\n      <td>2016</td>\\n      <td>128</td>\\n      <td>8.3</td>\\n      <td>151.06M</td>\\n    </tr>\\n    <tr>\\n      <td>Mindhorn</td>\\n      <td>Comedy</td>\\n      <td>Sean Foley</td>\\n      <td>Essie Davis, Andrea Riseborough, Julian Barratt,Kenneth Branagh</td>\\n      <td>2016</td>\\n      <td>89</td>\\n      <td>6.4</td>\\n      <td>0</td>\\n    </tr>\\n    <tr>\\n      <td>The Lost City of Z</td>\\n      <td>Action,Adventure,Biography</td>\\n      <td>James Gray</td>\\n      <td>Charlie Hunnam, Robert Pattinson, Sienna Miller, Tom Holland</td>\\n      <td>2016</td>\\n      <td>141</td>\\n      <td>7.1</td>\\n      <td>8.01</td>\\n    </tr>\\n    <tr>\\n      <td>Passengers</td>\\n      <td>Adventure,Drama,Romance</td>\\n      <td>Morten Tyldum</td>\\n      <td>Jennifer Lawrence, Chris Pratt, Michael Sheen,Laurence Fishburne</td>\\n      <td>2016</td>\\n      <td>116</td>\\n      <td>7</td>\\n      <td>100.01M</td>\\n    </tr>\\n  </tbody>\\n</table>\\n'"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f = open(\"small_movies.html\", encoding='utf-8')\n",
+    "small_movies_str = f.read()\n",
+    "f.close()\n",
+    "small_movies_str"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 2: Initialize BeautifulSoup object instance"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "<thead>\n",
+       "<tr style=\"text-align: right;\">\n",
+       "<th>Title</th>\n",
+       "<th>Genre</th>\n",
+       "<th>Director</th>\n",
+       "<th>Cast</th>\n",
+       "<th>Year</th>\n",
+       "<th>Runtime</th>\n",
+       "<th>Rating</th>\n",
+       "<th>Revenue</th>\n",
+       "</tr>\n",
+       "</thead>\n",
+       "<tbody>\n",
+       "<tr>\n",
+       "<td>Guardians of the Galaxy</td>\n",
+       "<td>Action,Adventure,Sci-Fi</td>\n",
+       "<td>James Gunn</td>\n",
+       "<td>Chris Pratt, Vin Diesel, Bradley Cooper, Zoe Saldana</td>\n",
+       "<td>2014</td>\n",
+       "<td>121</td>\n",
+       "<td>8.1</td>\n",
+       "<td>333.13</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>Prometheus</td>\n",
+       "<td>Adventure,Mystery,Sci-Fi</td>\n",
+       "<td>Ridley Scott</td>\n",
+       "<td>Noomi Rapace, Logan Marshall-Green, Michael Fassbender, Charlize Theron</td>\n",
+       "<td>2012</td>\n",
+       "<td>124</td>\n",
+       "<td>7</td>\n",
+       "<td>126.46M</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>Split</td>\n",
+       "<td>Horror,Thriller</td>\n",
+       "<td>M. Night Shyamalan</td>\n",
+       "<td>James McAvoy, Anya Taylor-Joy, Haley Lu Richardson, Jessica Sula</td>\n",
+       "<td>2016</td>\n",
+       "<td>117</td>\n",
+       "<td>7.3</td>\n",
+       "<td>138.12M</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>Sing</td>\n",
+       "<td>Animation,Comedy,Family</td>\n",
+       "<td>Christophe Lourdelet</td>\n",
+       "<td>Matthew McConaughey,Reese Witherspoon, Seth MacFarlane, Scarlett Johansson</td>\n",
+       "<td>2016</td>\n",
+       "<td>108</td>\n",
+       "<td>7.2</td>\n",
+       "<td>270.32</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>Suicide Squad</td>\n",
+       "<td>Action,Adventure,Fantasy</td>\n",
+       "<td>David Ayer</td>\n",
+       "<td>Will Smith, Jared Leto, Margot Robbie, Viola Davis</td>\n",
+       "<td>2016</td>\n",
+       "<td>123</td>\n",
+       "<td>6.2</td>\n",
+       "<td>325.02</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>The Great Wall</td>\n",
+       "<td>Action,Adventure,Fantasy</td>\n",
+       "<td>Yimou Zhang</td>\n",
+       "<td>Matt Damon, Tian Jing, Willem Dafoe, Andy Lau</td>\n",
+       "<td>2016</td>\n",
+       "<td>103</td>\n",
+       "<td>6.1</td>\n",
+       "<td>45.13</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>La La Land</td>\n",
+       "<td>Comedy,Drama,Music</td>\n",
+       "<td>Damien Chazelle</td>\n",
+       "<td>Ryan Gosling, Emma Stone, Rosemarie DeWitt, J.K. Simmons</td>\n",
+       "<td>2016</td>\n",
+       "<td>128</td>\n",
+       "<td>8.3</td>\n",
+       "<td>151.06M</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>Mindhorn</td>\n",
+       "<td>Comedy</td>\n",
+       "<td>Sean Foley</td>\n",
+       "<td>Essie Davis, Andrea Riseborough, Julian Barratt,Kenneth Branagh</td>\n",
+       "<td>2016</td>\n",
+       "<td>89</td>\n",
+       "<td>6.4</td>\n",
+       "<td>0</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>The Lost City of Z</td>\n",
+       "<td>Action,Adventure,Biography</td>\n",
+       "<td>James Gray</td>\n",
+       "<td>Charlie Hunnam, Robert Pattinson, Sienna Miller, Tom Holland</td>\n",
+       "<td>2016</td>\n",
+       "<td>141</td>\n",
+       "<td>7.1</td>\n",
+       "<td>8.01</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>Passengers</td>\n",
+       "<td>Adventure,Drama,Romance</td>\n",
+       "<td>Morten Tyldum</td>\n",
+       "<td>Jennifer Lawrence, Chris Pratt, Michael Sheen,Laurence Fishburne</td>\n",
+       "<td>2016</td>\n",
+       "<td>116</td>\n",
+       "<td>7</td>\n",
+       "<td>100.01M</td>\n",
+       "</tr>\n",
+       "</tbody>\n",
+       "</table>"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "bs_obj = BeautifulSoup(small_movies_str, \"html.parser\")\n",
+    "bs_obj"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 3: Find table element"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "<thead>\n",
+       "<tr style=\"text-align: right;\">\n",
+       "<th>Title</th>\n",
+       "<th>Genre</th>\n",
+       "<th>Director</th>\n",
+       "<th>Cast</th>\n",
+       "<th>Year</th>\n",
+       "<th>Runtime</th>\n",
+       "<th>Rating</th>\n",
+       "<th>Revenue</th>\n",
+       "</tr>\n",
+       "</thead>\n",
+       "<tbody>\n",
+       "<tr>\n",
+       "<td>Guardians of the Galaxy</td>\n",
+       "<td>Action,Adventure,Sci-Fi</td>\n",
+       "<td>James Gunn</td>\n",
+       "<td>Chris Pratt, Vin Diesel, Bradley Cooper, Zoe Saldana</td>\n",
+       "<td>2014</td>\n",
+       "<td>121</td>\n",
+       "<td>8.1</td>\n",
+       "<td>333.13</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>Prometheus</td>\n",
+       "<td>Adventure,Mystery,Sci-Fi</td>\n",
+       "<td>Ridley Scott</td>\n",
+       "<td>Noomi Rapace, Logan Marshall-Green, Michael Fassbender, Charlize Theron</td>\n",
+       "<td>2012</td>\n",
+       "<td>124</td>\n",
+       "<td>7</td>\n",
+       "<td>126.46M</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>Split</td>\n",
+       "<td>Horror,Thriller</td>\n",
+       "<td>M. Night Shyamalan</td>\n",
+       "<td>James McAvoy, Anya Taylor-Joy, Haley Lu Richardson, Jessica Sula</td>\n",
+       "<td>2016</td>\n",
+       "<td>117</td>\n",
+       "<td>7.3</td>\n",
+       "<td>138.12M</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>Sing</td>\n",
+       "<td>Animation,Comedy,Family</td>\n",
+       "<td>Christophe Lourdelet</td>\n",
+       "<td>Matthew McConaughey,Reese Witherspoon, Seth MacFarlane, Scarlett Johansson</td>\n",
+       "<td>2016</td>\n",
+       "<td>108</td>\n",
+       "<td>7.2</td>\n",
+       "<td>270.32</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>Suicide Squad</td>\n",
+       "<td>Action,Adventure,Fantasy</td>\n",
+       "<td>David Ayer</td>\n",
+       "<td>Will Smith, Jared Leto, Margot Robbie, Viola Davis</td>\n",
+       "<td>2016</td>\n",
+       "<td>123</td>\n",
+       "<td>6.2</td>\n",
+       "<td>325.02</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>The Great Wall</td>\n",
+       "<td>Action,Adventure,Fantasy</td>\n",
+       "<td>Yimou Zhang</td>\n",
+       "<td>Matt Damon, Tian Jing, Willem Dafoe, Andy Lau</td>\n",
+       "<td>2016</td>\n",
+       "<td>103</td>\n",
+       "<td>6.1</td>\n",
+       "<td>45.13</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>La La Land</td>\n",
+       "<td>Comedy,Drama,Music</td>\n",
+       "<td>Damien Chazelle</td>\n",
+       "<td>Ryan Gosling, Emma Stone, Rosemarie DeWitt, J.K. Simmons</td>\n",
+       "<td>2016</td>\n",
+       "<td>128</td>\n",
+       "<td>8.3</td>\n",
+       "<td>151.06M</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>Mindhorn</td>\n",
+       "<td>Comedy</td>\n",
+       "<td>Sean Foley</td>\n",
+       "<td>Essie Davis, Andrea Riseborough, Julian Barratt,Kenneth Branagh</td>\n",
+       "<td>2016</td>\n",
+       "<td>89</td>\n",
+       "<td>6.4</td>\n",
+       "<td>0</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>The Lost City of Z</td>\n",
+       "<td>Action,Adventure,Biography</td>\n",
+       "<td>James Gray</td>\n",
+       "<td>Charlie Hunnam, Robert Pattinson, Sienna Miller, Tom Holland</td>\n",
+       "<td>2016</td>\n",
+       "<td>141</td>\n",
+       "<td>7.1</td>\n",
+       "<td>8.01</td>\n",
+       "</tr>\n",
+       "<tr>\n",
+       "<td>Passengers</td>\n",
+       "<td>Adventure,Drama,Romance</td>\n",
+       "<td>Morten Tyldum</td>\n",
+       "<td>Jennifer Lawrence, Chris Pratt, Michael Sheen,Laurence Fishburne</td>\n",
+       "<td>2016</td>\n",
+       "<td>116</td>\n",
+       "<td>7</td>\n",
+       "<td>100.01M</td>\n",
+       "</tr>\n",
+       "</tbody>\n",
+       "</table>"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "table = bs_obj.find(\"table\") # works only when you have exactly 1 table\n",
+    "table"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 4: Find all `th` tags, to parse the table header"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['Title', 'Genre', 'Director', 'Cast', 'Year', 'Runtime', 'Rating', 'Revenue']"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "header = [th.get_text() for th in table.find_all('th')]\n",
+    "header"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 5: Scrape second row, convert data to appropriate types, and populate data into a row dictionary\n",
+    "- **Year**, **Runtime**: `int` conversion\n",
+    "- **Revenue**: `format_revenue` conversion\n",
+    "- **Rating**: `float` conversion\n",
+    "- **Cast**, **Genre**: `list` conversion"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def format_revenue(revenue):\n",
+    "    if type(revenue) == float: # need this in here if we run code multiple times\n",
+    "        return revenue\n",
+    "    elif revenue[-1] == 'M': # some have an \"M\" at the end\n",
+    "        return float(revenue[:-1]) * 1e6\n",
+    "    else:                    # otherwise, assume millions.\n",
+    "        return float(revenue) * 1e6"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'Title': 'Guardians of the Galaxy',\n",
+       " 'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       " 'Director': 'James Gunn',\n",
+       " 'Cast': ['Chris Pratt', 'Vin Diesel', 'Bradley Cooper', 'Zoe Saldana'],\n",
+       " 'Year': 2014,\n",
+       " 'Runtime': 121,\n",
+       " 'Rating': 8.1,\n",
+       " 'Revenue': 333130000.0}"
+      ]
+     },
+     "execution_count": 34,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "movie = {}\n",
+    "\n",
+    "tr_elements = table.find_all('tr')\n",
+    "tr = tr_elements[1]\n",
+    "td_elements = tr.find_all('td')\n",
+    "for idx in range(len(td_elements)):\n",
+    "    td = td_elements[idx]\n",
+    "    val = td.get_text()\n",
+    "    if header[idx] in [\"Year\", \"Runtime\"]:\n",
+    "        movie[header[idx]] = int(val)\n",
+    "    elif header[idx] == \"Revenue\":\n",
+    "        revenue = format_revenue(val)\n",
+    "        movie[header[idx]] = revenue\n",
+    "    elif header[idx] == \"Rating\":\n",
+    "        movie[header[idx]] = float(val)\n",
+    "    elif header[idx] in [\"Cast\", \"Genre\"]:\n",
+    "        movie[header[idx]] = [elmt.strip() for elmt in val.split(\",\")]\n",
+    "    else:\n",
+    "        movie[header[idx]] = val\n",
+    "    \n",
+    "movie"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 6: Scrape all rows, convert data to appropriate types, and populate data into a row dictionary and append row dictionaries into a list\n",
+    "- **Year**, **Runtime**: `int` conversion\n",
+    "- **Revenue**: `format_revenue` conversion\n",
+    "- **Rating**: `float` conversion\n",
+    "- **Cast**, **Genre**: `list` conversion"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'Title': 'Guardians of the Galaxy',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'James Gunn',\n",
+       "  'Cast': ['Chris Pratt', 'Vin Diesel', 'Bradley Cooper', 'Zoe Saldana'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 121,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 333130000.0},\n",
+       " {'Title': 'Prometheus',\n",
+       "  'Genre': ['Adventure', 'Mystery', 'Sci-Fi'],\n",
+       "  'Director': 'Ridley Scott',\n",
+       "  'Cast': ['Noomi Rapace',\n",
+       "   'Logan Marshall-Green',\n",
+       "   'Michael Fassbender',\n",
+       "   'Charlize Theron'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 126460000.0},\n",
+       " {'Title': 'Split',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'M. Night Shyamalan',\n",
+       "  'Cast': ['James McAvoy',\n",
+       "   'Anya Taylor-Joy',\n",
+       "   'Haley Lu Richardson',\n",
+       "   'Jessica Sula'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 138120000.0},\n",
+       " {'Title': 'Sing',\n",
+       "  'Genre': ['Animation', 'Comedy', 'Family'],\n",
+       "  'Director': 'Christophe Lourdelet',\n",
+       "  'Cast': ['Matthew McConaughey',\n",
+       "   'Reese Witherspoon',\n",
+       "   'Seth MacFarlane',\n",
+       "   'Scarlett Johansson'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 270320000.0},\n",
+       " {'Title': 'Suicide Squad',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'David Ayer',\n",
+       "  'Cast': ['Will Smith', 'Jared Leto', 'Margot Robbie', 'Viola Davis'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 325020000.0},\n",
+       " {'Title': 'The Great Wall',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Yimou Zhang',\n",
+       "  'Cast': ['Matt Damon', 'Tian Jing', 'Willem Dafoe', 'Andy Lau'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 45130000.0},\n",
+       " {'Title': 'La La Land',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Music'],\n",
+       "  'Director': 'Damien Chazelle',\n",
+       "  'Cast': ['Ryan Gosling', 'Emma Stone', 'Rosemarie DeWitt', 'J.K. Simmons'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 128,\n",
+       "  'Rating': 8.3,\n",
+       "  'Revenue': 151060000.0},\n",
+       " {'Title': 'Mindhorn',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Sean Foley',\n",
+       "  'Cast': ['Essie Davis',\n",
+       "   'Andrea Riseborough',\n",
+       "   'Julian Barratt',\n",
+       "   'Kenneth Branagh'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 89,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Lost City of Z',\n",
+       "  'Genre': ['Action', 'Adventure', 'Biography'],\n",
+       "  'Director': 'James Gray',\n",
+       "  'Cast': ['Charlie Hunnam',\n",
+       "   'Robert Pattinson',\n",
+       "   'Sienna Miller',\n",
+       "   'Tom Holland'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 141,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 8010000.0},\n",
+       " {'Title': 'Passengers',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Romance'],\n",
+       "  'Director': 'Morten Tyldum',\n",
+       "  'Cast': ['Jennifer Lawrence',\n",
+       "   'Chris Pratt',\n",
+       "   'Michael Sheen',\n",
+       "   'Laurence Fishburne'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 100010000.0}]"
+      ]
+     },
+     "execution_count": 35,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "movies_data = []\n",
+    "\n",
+    "tr_elements = table.find_all('tr')\n",
+    "for tr in tr_elements[1:]: # Skip first row (header row)\n",
+    "    td_elements = tr.find_all('td')\n",
+    "    movie = {}\n",
+    "    for idx in range(len(td_elements)):\n",
+    "        td = td_elements[idx]\n",
+    "        val = td.get_text()\n",
+    "        if header[idx] in [\"Year\", \"Runtime\"]:\n",
+    "            movie[header[idx]] = int(val)\n",
+    "        elif header[idx] == \"Revenue\":\n",
+    "            revenue = format_revenue(val)\n",
+    "            movie[header[idx]] = revenue\n",
+    "        elif header[idx] == \"Rating\":\n",
+    "            movie[header[idx]] = float(val)\n",
+    "        elif header[idx] in [\"Cast\", \"Genre\"]:\n",
+    "            movie[header[idx]] = [elmt.strip() for elmt in val.split(\",\")]\n",
+    "        else:\n",
+    "            movie[header[idx]] = val\n",
+    "    movies_data.append(movie)\n",
+    "\n",
+    "movies_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 7: convert steps 1 through 6 into a function and use that function to parse `full_movies.html` file."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def parse_html(html_file):\n",
+    "    f = open(html_file, encoding='utf-8')\n",
+    "    movies_str = f.read()\n",
+    "    f.close()\n",
+    "\n",
+    "    bs_obj = BeautifulSoup(movies_str, \"html.parser\")\n",
+    "    \n",
+    "    table = bs_obj.find(\"table\") # works only when you have exactly 1 table\n",
+    "    header = [th.get_text() for th in table.find_all('th')]\n",
+    "\n",
+    "    movies_data = []\n",
+    "\n",
+    "    tr_elements = table.find_all('tr')\n",
+    "    for tr in tr_elements[1:]: # Skip first row (header row)\n",
+    "        td_elements = tr.find_all('td')\n",
+    "        movie = {}\n",
+    "        for idx in range(len(td_elements)):\n",
+    "            td = td_elements[idx]\n",
+    "            val = td.get_text()\n",
+    "            if header[idx] in [\"Year\", \"Runtime\"]:\n",
+    "                movie[header[idx]] = int(val)\n",
+    "            elif header[idx] == \"Revenue\":\n",
+    "                revenue = format_revenue(val)\n",
+    "                movie[header[idx]] = revenue\n",
+    "            elif header[idx] == \"Rating\":\n",
+    "                movie[header[idx]] = float(val)\n",
+    "            elif header[idx] in [\"Cast\", \"Genre\"]:\n",
+    "                movie[header[idx]] = [elmt.strip() for elmt in val.split(\",\")]\n",
+    "            else:\n",
+    "                movie[header[idx]] = val\n",
+    "        movies_data.append(movie)\n",
+    "    \n",
+    "    return movies_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'Title': 'Guardians of the Galaxy',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'James Gunn',\n",
+       "  'Cast': ['Chris Pratt', 'Vin Diesel', 'Bradley Cooper', 'Zoe Saldana'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 121,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 333130000.0},\n",
+       " {'Title': 'Prometheus',\n",
+       "  'Genre': ['Adventure', 'Mystery', 'Sci-Fi'],\n",
+       "  'Director': 'Ridley Scott',\n",
+       "  'Cast': ['Noomi Rapace',\n",
+       "   'Logan Marshall-Green',\n",
+       "   'Michael Fassbender',\n",
+       "   'Charlize Theron'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 126460000.0},\n",
+       " {'Title': 'Split',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'M. Night Shyamalan',\n",
+       "  'Cast': ['James McAvoy',\n",
+       "   'Anya Taylor-Joy',\n",
+       "   'Haley Lu Richardson',\n",
+       "   'Jessica Sula'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 138120000.0},\n",
+       " {'Title': 'Sing',\n",
+       "  'Genre': ['Animation', 'Comedy', 'Family'],\n",
+       "  'Director': 'Christophe Lourdelet',\n",
+       "  'Cast': ['Matthew McConaughey',\n",
+       "   'Reese Witherspoon',\n",
+       "   'Seth MacFarlane',\n",
+       "   'Scarlett Johansson'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 270320000.0},\n",
+       " {'Title': 'Suicide Squad',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'David Ayer',\n",
+       "  'Cast': ['Will Smith', 'Jared Leto', 'Margot Robbie', 'Viola Davis'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 325020000.0},\n",
+       " {'Title': 'The Great Wall',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Yimou Zhang',\n",
+       "  'Cast': ['Matt Damon', 'Tian Jing', 'Willem Dafoe', 'Andy Lau'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 45130000.0},\n",
+       " {'Title': 'La La Land',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Music'],\n",
+       "  'Director': 'Damien Chazelle',\n",
+       "  'Cast': ['Ryan Gosling', 'Emma Stone', 'Rosemarie DeWitt', 'J.K. Simmons'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 128,\n",
+       "  'Rating': 8.3,\n",
+       "  'Revenue': 151060000.0},\n",
+       " {'Title': 'Mindhorn',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Sean Foley',\n",
+       "  'Cast': ['Essie Davis',\n",
+       "   'Andrea Riseborough',\n",
+       "   'Julian Barratt',\n",
+       "   'Kenneth Branagh'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 89,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Lost City of Z',\n",
+       "  'Genre': ['Action', 'Adventure', 'Biography'],\n",
+       "  'Director': 'James Gray',\n",
+       "  'Cast': ['Charlie Hunnam',\n",
+       "   'Robert Pattinson',\n",
+       "   'Sienna Miller',\n",
+       "   'Tom Holland'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 141,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 8010000.0},\n",
+       " {'Title': 'Passengers',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Romance'],\n",
+       "  'Director': 'Morten Tyldum',\n",
+       "  'Cast': ['Jennifer Lawrence',\n",
+       "   'Chris Pratt',\n",
+       "   'Michael Sheen',\n",
+       "   'Laurence Fishburne'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 100010000.0},\n",
+       " {'Title': 'Fantastic Beasts and Where to Find Them',\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'David Yates',\n",
+       "  'Cast': ['Eddie Redmayne',\n",
+       "   'Katherine Waterston',\n",
+       "   'Alison Sudol',\n",
+       "   'Dan Fogler'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 133,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 234020000.0},\n",
+       " {'Title': 'Hidden Figures',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'Theodore Melfi',\n",
+       "  'Cast': ['Taraji P. Henson',\n",
+       "   'Octavia Spencer',\n",
+       "   'Janelle Monáe',\n",
+       "   'Kevin Costner'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 127,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 169270000.0},\n",
+       " {'Title': 'Rogue One',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Gareth Edwards',\n",
+       "  'Cast': ['Felicity Jones', 'Diego Luna', 'Alan Tudyk', 'Donnie Yen'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 133,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 532169999.99999994},\n",
+       " {'Title': 'Moana',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Ron Clements',\n",
+       "  'Cast': [\"Auli'i Cravalho\",\n",
+       "   'Dwayne Johnson',\n",
+       "   'Rachel House',\n",
+       "   'Temuera Morrison'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 248750000.0},\n",
+       " {'Title': 'Colossal',\n",
+       "  'Genre': ['Action', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Nacho Vigalondo',\n",
+       "  'Cast': ['Anne Hathaway',\n",
+       "   'Jason Sudeikis',\n",
+       "   'Austin Stowell',\n",
+       "   'Tim Blake Nelson'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 2870000.0},\n",
+       " {'Title': 'The Secret Life of Pets',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Chris Renaud',\n",
+       "  'Cast': ['Louis C.K.', 'Eric Stonestreet', 'Kevin Hart', 'Lake Bell'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 87,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 368310000.0},\n",
+       " {'Title': 'Hacksaw Ridge',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'Mel Gibson',\n",
+       "  'Cast': ['Andrew Garfield',\n",
+       "   'Sam Worthington',\n",
+       "   'Luke Bracey',\n",
+       "   'Teresa Palmer'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 139,\n",
+       "  'Rating': 8.2,\n",
+       "  'Revenue': 67120000.0},\n",
+       " {'Title': 'Jason Bourne',\n",
+       "  'Genre': ['Action', 'Thriller'],\n",
+       "  'Director': 'Paul Greengrass',\n",
+       "  'Cast': ['Matt Damon',\n",
+       "   'Tommy Lee Jones',\n",
+       "   'Alicia Vikander',\n",
+       "   'Vincent Cassel'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 162160000.0},\n",
+       " {'Title': 'Lion',\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'Garth Davis',\n",
+       "  'Cast': ['Dev Patel', 'Nicole Kidman', 'Rooney Mara', 'Sunny Pawar'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 51690000.0},\n",
+       " {'Title': 'Arrival',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Sci-Fi'],\n",
+       "  'Director': 'Denis Villeneuve',\n",
+       "  'Cast': ['Amy Adams',\n",
+       "   'Jeremy Renner',\n",
+       "   'Forest Whitaker',\n",
+       "   'Michael Stuhlbarg'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 100500000.0},\n",
+       " {'Title': 'Gold',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Stephen Gaghan',\n",
+       "  'Cast': ['Matthew McConaughey',\n",
+       "   'Edgar Ramírez',\n",
+       "   'Bryce Dallas Howard',\n",
+       "   'Corey Stoll'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 7220000.0},\n",
+       " {'Title': 'Manchester by the Sea',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Kenneth Lonergan',\n",
+       "  'Cast': ['Casey Affleck',\n",
+       "   'Michelle Williams',\n",
+       "   'Kyle Chandler',\n",
+       "   'Lucas Hedges'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 137,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 47700000.0},\n",
+       " {'Title': 'Hounds of Love',\n",
+       "  'Genre': ['Crime', 'Drama', 'Horror'],\n",
+       "  'Director': 'Ben Young',\n",
+       "  'Cast': ['Emma Booth', 'Ashleigh Cummings', 'Stephen Curry', 'Susie Porter'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Trolls',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Walt Dohrn',\n",
+       "  'Cast': ['Anna Kendrick',\n",
+       "   'Justin Timberlake',\n",
+       "   'Zooey Deschanel',\n",
+       "   'Christopher Mintz-Plasse'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 153690000.0},\n",
+       " {'Title': 'Independence Day: Resurgence',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Roland Emmerich',\n",
+       "  'Cast': ['Liam Hemsworth', 'Jeff Goldblum', 'Bill Pullman', 'Maika Monroe'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 5.3,\n",
+       "  'Revenue': 103140000.0},\n",
+       " {'Title': 'Paris pieds nus',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Dominique Abel',\n",
+       "  'Cast': ['Fiona Gordon',\n",
+       "   'Dominique Abel',\n",
+       "   'Emmanuelle Riva',\n",
+       "   'Pierre Richard'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 83,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Bahubali: The Beginning',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'S.S. Rajamouli',\n",
+       "  'Cast': ['Prabhas', 'Rana Daggubati', 'Anushka Shetty', 'Tamannaah Bhatia'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 159,\n",
+       "  'Rating': 8.3,\n",
+       "  'Revenue': 6500000.0},\n",
+       " {'Title': 'Dead Awake',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'Phillip Guzman',\n",
+       "  'Cast': ['Jocelin Donahue', 'Jesse Bradford', 'Jesse Borrego', 'Lori Petty'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 4.7,\n",
+       "  'Revenue': 10000.0},\n",
+       " {'Title': 'Bad Moms',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Jon Lucas',\n",
+       "  'Cast': ['Mila Kunis',\n",
+       "   'Kathryn Hahn',\n",
+       "   'Kristen Bell',\n",
+       "   'Christina Applegate'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 113080000.0},\n",
+       " {'Title': \"Assassin's Creed\",\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Justin Kurzel',\n",
+       "  'Cast': ['Michael      Fassbender',\n",
+       "   'Marion Cotillard',\n",
+       "   'Jeremy Irons',\n",
+       "   'Brendan Gleeson'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 54650000.0},\n",
+       " {'Title': 'Why Him?',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'John Hamburg',\n",
+       "  'Cast': ['Zoey Deutch',\n",
+       "   'James Franco',\n",
+       "   'Tangie Ambrose',\n",
+       "   'Cedric the Entertainer'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 60310000.0},\n",
+       " {'Title': 'Nocturnal Animals',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'Tom Ford',\n",
+       "  'Cast': ['Amy Adams',\n",
+       "   'Jake Gyllenhaal',\n",
+       "   'Michael Shannon',\n",
+       "   'Aaron Taylor-Johnson'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 10640000.0},\n",
+       " {'Title': 'X-Men: Apocalypse',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Bryan Singer',\n",
+       "  'Cast': ['James McAvoy',\n",
+       "   'Michael Fassbender',\n",
+       "   'Jennifer Lawrence',\n",
+       "   'Nicholas Hoult'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 144,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 155330000.0},\n",
+       " {'Title': 'Deadpool',\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Tim Miller',\n",
+       "  'Cast': ['Ryan Reynolds', 'Morena Baccarin', 'T.J. Miller', 'Ed Skrein'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 363020000.0},\n",
+       " {'Title': 'Resident Evil: The Final Chapter',\n",
+       "  'Genre': ['Action', 'Horror', 'Sci-Fi'],\n",
+       "  'Director': 'Paul W.S. Anderson',\n",
+       "  'Cast': ['Milla Jovovich', 'Iain Glen', 'Ali Larter', 'Shawn Roberts'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 26840000.0},\n",
+       " {'Title': 'Captain America: Civil War',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Anthony Russo',\n",
+       "  'Cast': ['Chris Evans',\n",
+       "   'Robert Downey Jr.',\n",
+       "   'Scarlett Johansson',\n",
+       "   'Sebastian Stan'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 147,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 408080000.0},\n",
+       " {'Title': 'Interstellar',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Sci-Fi'],\n",
+       "  'Director': 'Christopher Nolan',\n",
+       "  'Cast': ['Matthew McConaughey',\n",
+       "   'Anne Hathaway',\n",
+       "   'Jessica Chastain',\n",
+       "   'Mackenzie Foy'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 169,\n",
+       "  'Rating': 8.6,\n",
+       "  'Revenue': 187990000.0},\n",
+       " {'Title': 'Doctor Strange',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Scott Derrickson',\n",
+       "  'Cast': ['Benedict Cumberbatch',\n",
+       "   'Chiwetel Ejiofor',\n",
+       "   'Rachel McAdams',\n",
+       "   'Benedict Wong'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 232600000.0},\n",
+       " {'Title': 'The Magnificent Seven',\n",
+       "  'Genre': ['Action', 'Adventure', 'Western'],\n",
+       "  'Director': 'Antoine Fuqua',\n",
+       "  'Cast': ['Denzel      washington',\n",
+       "   'Chris Pratt',\n",
+       "   'Ethan Hawke',\n",
+       "   \"Vincent D'Onofrio\"],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 132,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 93380000.0},\n",
+       " {'Title': '5/25/1977',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Patrick Read Johnson',\n",
+       "  'Cast': ['John Francis Daley',\n",
+       "   'Austin Pendleton',\n",
+       "   'Colleen Camp',\n",
+       "   'Neil Flynn'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Sausage Party',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Greg Tiernan',\n",
+       "  'Cast': ['Seth Rogen', 'Kristen Wiig', 'Jonah Hill', 'Alistair Abell'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 89,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 97660000.0},\n",
+       " {'Title': 'Moonlight',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Barry Jenkins',\n",
+       "  'Cast': ['Mahershala Ali',\n",
+       "   'Shariff Earp',\n",
+       "   'Duan Sanderson',\n",
+       "   'Alex R. Hibbert'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 27850000.0},\n",
+       " {'Title': \"Don't Fuck in the Woods\",\n",
+       "  'Genre': ['Horror'],\n",
+       "  'Director': 'Shawn Burkett',\n",
+       "  'Cast': ['Brittany Blanton', 'Ayse Howard', 'Roman Jossart', 'Nadia White'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 73,\n",
+       "  'Rating': 2.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Founder',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'John Lee Hancock',\n",
+       "  'Cast': ['Michael Keaton',\n",
+       "   'Nick Offerman',\n",
+       "   'John Carroll Lynch',\n",
+       "   'Linda Cardellini'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 12790000.0},\n",
+       " {'Title': 'Lowriders',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Ricardo de Montreuil',\n",
+       "  'Cast': ['Gabriel Chavarria',\n",
+       "   'Demián Bichir',\n",
+       "   'Theo Rossi',\n",
+       "   'Tony Revolori'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 4210000.0},\n",
+       " {'Title': 'Pirates of the Caribbean: On Stranger Tides',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Rob Marshall',\n",
+       "  'Cast': ['Johnny Depp', 'Penélope Cruz', 'Ian McShane', 'Geoffrey Rush'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 136,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 241060000.0},\n",
+       " {'Title': 'Miss Sloane',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'John Madden',\n",
+       "  'Cast': ['Jessica Chastain',\n",
+       "   'Mark Strong',\n",
+       "   'Gugu Mbatha-Raw',\n",
+       "   'Michael Stuhlbarg'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 132,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 3440000.0},\n",
+       " {'Title': 'Fallen',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Fantasy'],\n",
+       "  'Director': 'Scott Hicks',\n",
+       "  'Cast': ['Hermione Corfield',\n",
+       "   'Addison Timlin',\n",
+       "   'Joely Richardson',\n",
+       "   'Jeremy Irvine'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 91,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Star Trek Beyond',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Justin Lin',\n",
+       "  'Cast': ['Chris Pine', 'Zachary Quinto', 'Karl Urban', 'Zoe Saldana'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 122,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 158800000.0},\n",
+       " {'Title': 'The Last Face',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Sean Penn',\n",
+       "  'Cast': ['Charlize Theron',\n",
+       "   'Javier Bardem',\n",
+       "   'Adèle Exarchopoulos',\n",
+       "   'Jared Harris'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 130,\n",
+       "  'Rating': 3.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Star Wars: Episode VII - The Force Awakens',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'J.J. Abrams',\n",
+       "  'Cast': ['Daisy Ridley', 'John Boyega', 'Oscar Isaac', 'Domhnall Gleeson'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 136,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 936630000.0},\n",
+       " {'Title': 'Underworld: Blood Wars',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Anna Foerster',\n",
+       "  'Cast': ['Kate Beckinsale', 'Theo James', 'Tobias Menzies', 'Lara Pulver'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 91,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 30350000.0},\n",
+       " {'Title': \"Mother's Day\",\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Garry Marshall',\n",
+       "  'Cast': ['Jennifer Aniston',\n",
+       "   'Kate Hudson',\n",
+       "   'Julia Roberts',\n",
+       "   'Jason Sudeikis'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 32460000.0},\n",
+       " {'Title': 'John Wick',\n",
+       "  'Genre': ['Action', 'Crime', 'Thriller'],\n",
+       "  'Director': 'Chad Stahelski',\n",
+       "  'Cast': ['Keanu Reeves', 'Michael Nyqvist', 'Alfie Allen', 'Willem Dafoe'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 43000000.0},\n",
+       " {'Title': 'The Dark Knight',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'Christopher Nolan',\n",
+       "  'Cast': ['Christian Bale', 'Heath Ledger', 'Aaron Eckhart', 'Michael Caine'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 152,\n",
+       "  'Rating': 9.0,\n",
+       "  'Revenue': 533320000.00000006},\n",
+       " {'Title': 'Silence',\n",
+       "  'Genre': ['Adventure', 'Drama', 'History'],\n",
+       "  'Director': 'Martin Scorsese',\n",
+       "  'Cast': ['Andrew Garfield', 'Adam Driver', 'Liam Neeson', 'Tadanobu Asano'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 161,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 7080000.0},\n",
+       " {'Title': \"Don't Breathe\",\n",
+       "  'Genre': ['Crime', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Fede Alvarez',\n",
+       "  'Cast': ['Stephen Lang', 'Jane Levy', 'Dylan Minnette', 'Daniel Zovatto'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 89210000.0},\n",
+       " {'Title': 'Me Before You',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Thea Sharrock',\n",
+       "  'Cast': ['Emilia Clarke', 'Sam Claflin', 'Janet McTeer', 'Charles Dance'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 56230000.0},\n",
+       " {'Title': 'Their Finest',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Lone Scherfig',\n",
+       "  'Cast': ['Gemma Arterton', 'Sam Claflin', 'Bill Nighy', 'Jack Huston'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 3180000.0},\n",
+       " {'Title': 'Sully',\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'Clint Eastwood',\n",
+       "  'Cast': ['Tom Hanks', 'Aaron Eckhart', 'Laura Linney', 'Valerie Mahaffey'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 125070000.0},\n",
+       " {'Title': 'Batman v Superman: Dawn of Justice',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Zack Snyder',\n",
+       "  'Cast': ['Ben Affleck', 'Henry Cavill', 'Amy Adams', 'Jesse Eisenberg'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 151,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 330250000.0},\n",
+       " {'Title': 'The Autopsy of Jane Doe',\n",
+       "  'Genre': ['Horror', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'André Øvredal',\n",
+       "  'Cast': ['Brian Cox',\n",
+       "   'Emile Hirsch',\n",
+       "   'Ophelia Lovibond',\n",
+       "   'Michael McElhatton'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 86,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Girl on the Train',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Tate Taylor',\n",
+       "  'Cast': ['Emily Blunt',\n",
+       "   'Haley Bennett',\n",
+       "   'Rebecca Ferguson',\n",
+       "   'Justin Theroux'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 75310000.0},\n",
+       " {'Title': 'Fifty Shades of Grey',\n",
+       "  'Genre': ['Drama', 'Romance', 'Thriller'],\n",
+       "  'Director': 'Sam Taylor-Johnson',\n",
+       "  'Cast': ['Dakota Johnson',\n",
+       "   'Jamie Dornan',\n",
+       "   'Jennifer Ehle',\n",
+       "   'Eloise Mumford'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 125,\n",
+       "  'Rating': 4.1,\n",
+       "  'Revenue': 166150000.0},\n",
+       " {'Title': 'The Prestige',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Sci-Fi'],\n",
+       "  'Director': 'Christopher Nolan',\n",
+       "  'Cast': ['Christian Bale',\n",
+       "   'Hugh Jackman',\n",
+       "   'Scarlett Johansson',\n",
+       "   'Michael Caine'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 130,\n",
+       "  'Rating': 8.5,\n",
+       "  'Revenue': 53080000.0},\n",
+       " {'Title': 'Kingsman: The Secret Service',\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Matthew Vaughn',\n",
+       "  'Cast': ['Colin Firth',\n",
+       "   'Taron Egerton',\n",
+       "   'Samuel L. Jackson',\n",
+       "   'Michael Caine'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 129,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 128250000.0},\n",
+       " {'Title': 'Patriots Day',\n",
+       "  'Genre': ['Drama', 'History', 'Thriller'],\n",
+       "  'Director': 'Peter Berg',\n",
+       "  'Cast': ['Mark Wahlberg',\n",
+       "   'Michelle Monaghan',\n",
+       "   'J.K. Simmons',\n",
+       "   'John Goodman'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 133,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 31860000.0},\n",
+       " {'Title': 'Mad Max: Fury Road',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'George Miller',\n",
+       "  'Cast': ['Tom Hardy', 'Charlize Theron', 'Nicholas Hoult', 'Zoë Kravitz'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 153630000.0},\n",
+       " {'Title': 'Wakefield',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Robin Swicord',\n",
+       "  'Cast': ['Bryan Cranston',\n",
+       "   'Jennifer Garner',\n",
+       "   \"Beverly D'Angelo\",\n",
+       "   \"Jason O'Mara\"],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 10000.0},\n",
+       " {'Title': 'Deepwater Horizon',\n",
+       "  'Genre': ['Action', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Peter Berg',\n",
+       "  'Cast': ['Mark Wahlberg',\n",
+       "   'Kurt Russell',\n",
+       "   'Douglas M. Griffin',\n",
+       "   'James DuMont'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 61280000.0},\n",
+       " {'Title': 'The Promise',\n",
+       "  'Genre': ['Drama', 'History'],\n",
+       "  'Director': 'Terry George',\n",
+       "  'Cast': ['Oscar Isaac',\n",
+       "   'Charlotte Le Bon',\n",
+       "   'Christian Bale',\n",
+       "   'Daniel Giménez Cacho'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 133,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Allied',\n",
+       "  'Genre': ['Action', 'Drama', 'Romance'],\n",
+       "  'Director': 'Robert Zemeckis',\n",
+       "  'Cast': ['Brad Pitt', 'Marion Cotillard', 'Jared Harris', 'Vincent Ebrahim'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 40070000.0},\n",
+       " {'Title': 'A Monster Calls',\n",
+       "  'Genre': ['Drama', 'Fantasy'],\n",
+       "  'Director': 'J.A. Bayona',\n",
+       "  'Cast': ['Lewis MacDougall',\n",
+       "   'Sigourney Weaver',\n",
+       "   'Felicity Jones',\n",
+       "   'Toby Kebbell'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 3730000.0},\n",
+       " {'Title': 'Collateral Beauty',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'David Frankel',\n",
+       "  'Cast': ['Will Smith', 'Edward Norton', 'Kate Winslet', 'Michael Peña'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 30980000.0},\n",
+       " {'Title': 'Zootopia',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Byron Howard',\n",
+       "  'Cast': ['Ginnifer Goodwin', 'Jason Bateman', 'Idris Elba', 'Jenny Slate'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 341260000.0},\n",
+       " {'Title': \"Pirates of the Caribbean: At World's End\",\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Gore Verbinski',\n",
+       "  'Cast': ['Johnny Depp', 'Orlando Bloom', 'Keira Knightley', 'Geoffrey Rush'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 169,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 309400000.0},\n",
+       " {'Title': 'The Avengers',\n",
+       "  'Genre': ['Action', 'Sci-Fi'],\n",
+       "  'Director': 'Joss Whedon',\n",
+       "  'Cast': ['Robert Downey Jr.',\n",
+       "   'Chris Evans',\n",
+       "   'Scarlett Johansson',\n",
+       "   'Jeremy Renner'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 143,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 623280000.0},\n",
+       " {'Title': 'Inglourious Basterds',\n",
+       "  'Genre': ['Adventure', 'Drama', 'War'],\n",
+       "  'Director': 'Quentin Tarantino',\n",
+       "  'Cast': ['Brad Pitt', 'Diane Kruger', 'Eli Roth', 'Mélanie Laurent'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 153,\n",
+       "  'Rating': 8.3,\n",
+       "  'Revenue': 120520000.0},\n",
+       " {'Title': \"Pirates of the Caribbean: Dead Man's Chest\",\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Gore Verbinski',\n",
+       "  'Cast': ['Johnny Depp',\n",
+       "   'Orlando Bloom',\n",
+       "   'Keira Knightley',\n",
+       "   'Jack Davenport'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 151,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 423030000.0},\n",
+       " {'Title': 'Ghostbusters',\n",
+       "  'Genre': ['Action', 'Comedy', 'Fantasy'],\n",
+       "  'Director': 'Paul Feig',\n",
+       "  'Cast': ['Melissa McCarthy',\n",
+       "   'Kristen Wiig',\n",
+       "   'Kate McKinnon',\n",
+       "   'Leslie Jones'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 5.3,\n",
+       "  'Revenue': 128340000.0},\n",
+       " {'Title': 'Inception',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Christopher Nolan',\n",
+       "  'Cast': ['Leonardo DiCaprio',\n",
+       "   'Joseph Gordon-Levitt',\n",
+       "   'Ellen Page',\n",
+       "   'Ken Watanabe'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 148,\n",
+       "  'Rating': 8.8,\n",
+       "  'Revenue': 292570000.0},\n",
+       " {'Title': 'Captain Fantastic',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Matt Ross',\n",
+       "  'Cast': ['Viggo Mortensen',\n",
+       "   'George MacKay',\n",
+       "   'Samantha Isler',\n",
+       "   'Annalise Basso'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 5880000.0},\n",
+       " {'Title': 'The Wolf of Wall Street',\n",
+       "  'Genre': ['Biography', 'Comedy', 'Crime'],\n",
+       "  'Director': 'Martin Scorsese',\n",
+       "  'Cast': ['Leonardo DiCaprio',\n",
+       "   'Jonah Hill',\n",
+       "   'Margot Robbie',\n",
+       "   'Matthew McConaughey'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 180,\n",
+       "  'Rating': 8.2,\n",
+       "  'Revenue': 116870000.0},\n",
+       " {'Title': 'Gone Girl',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'David Fincher',\n",
+       "  'Cast': ['Ben Affleck',\n",
+       "   'Rosamund Pike',\n",
+       "   'Neil Patrick Harris',\n",
+       "   'Tyler Perry'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 149,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 167740000.0},\n",
+       " {'Title': 'Furious Seven',\n",
+       "  'Genre': ['Action', 'Crime', 'Thriller'],\n",
+       "  'Director': 'James Wan',\n",
+       "  'Cast': ['Vin Diesel', 'Paul Walker', 'Dwayne Johnson', 'Jason Statham'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 137,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 350030000.0},\n",
+       " {'Title': 'Jurassic World',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Colin Trevorrow',\n",
+       "  'Cast': ['Chris Pratt', 'Bryce Dallas Howard', 'Ty Simpkins', 'Judy Greer'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 652180000.0},\n",
+       " {'Title': 'Live by Night',\n",
+       "  'Genre': ['Crime', 'Drama'],\n",
+       "  'Director': 'Ben Affleck',\n",
+       "  'Cast': ['Ben Affleck', 'Elle Fanning', 'Brendan Gleeson', 'Chris Messina'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 129,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 10380000.0},\n",
+       " {'Title': 'Avatar',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'James Cameron',\n",
+       "  'Cast': ['Sam Worthington',\n",
+       "   'Zoe Saldana',\n",
+       "   'Sigourney Weaver',\n",
+       "   'Michelle Rodriguez'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 162,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 760510000.0},\n",
+       " {'Title': 'The Hateful Eight',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Quentin Tarantino',\n",
+       "  'Cast': ['Samuel L. Jackson',\n",
+       "   'Kurt Russell',\n",
+       "   'Jennifer Jason Leigh',\n",
+       "   'Walton Goggins'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 187,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 54120000.0},\n",
+       " {'Title': 'The Accountant',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': \"Gavin O'Connor\",\n",
+       "  'Cast': ['Ben Affleck', 'Anna Kendrick', 'J.K. Simmons', 'Jon Bernthal'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 128,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 86200000.0},\n",
+       " {'Title': 'Prisoners',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Denis Villeneuve',\n",
+       "  'Cast': ['Hugh Jackman', 'Jake Gyllenhaal', 'Viola Davis', 'Melissa Leo'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 153,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 60960000.0},\n",
+       " {'Title': 'Warcraft',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Duncan Jones',\n",
+       "  'Cast': ['Travis Fimmel', 'Paula Patton', 'Ben Foster', 'Dominic Cooper'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 47170000.0},\n",
+       " {'Title': 'The Help',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Tate Taylor',\n",
+       "  'Cast': ['Emma Stone',\n",
+       "   'Viola Davis',\n",
+       "   'Octavia Spencer',\n",
+       "   'Bryce Dallas Howard'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 146,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 169710000.0},\n",
+       " {'Title': 'War Dogs',\n",
+       "  'Genre': ['Comedy', 'Crime', 'Drama'],\n",
+       "  'Director': 'Todd Phillips',\n",
+       "  'Cast': ['Jonah Hill', 'Miles Teller', 'Steve Lantz', 'Gregg Weiner'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 43020000.0},\n",
+       " {'Title': 'Avengers: Age of Ultron',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Joss Whedon',\n",
+       "  'Cast': ['Robert Downey Jr.',\n",
+       "   'Chris Evans',\n",
+       "   'Mark Ruffalo',\n",
+       "   'Chris Hemsworth'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 141,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 458990000.0},\n",
+       " {'Title': 'The Nice Guys',\n",
+       "  'Genre': ['Action', 'Comedy', 'Crime'],\n",
+       "  'Director': 'Shane Black',\n",
+       "  'Cast': ['Russell Crowe', 'Ryan Gosling', 'Angourie Rice', 'Matt Bomer'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 36250000.0},\n",
+       " {'Title': 'Kimi no na wa',\n",
+       "  'Genre': ['Animation', 'Drama', 'Fantasy'],\n",
+       "  'Director': 'Makoto Shinkai',\n",
+       "  'Cast': ['Ryûnosuke Kamiki', 'Mone Kamishiraishi', 'Ryô Narita', 'Aoi Yuki'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 8.6,\n",
+       "  'Revenue': 4680000.0},\n",
+       " {'Title': 'The Void',\n",
+       "  'Genre': ['Horror', 'Mystery', 'Sci-Fi'],\n",
+       "  'Director': 'Jeremy Gillespie',\n",
+       "  'Cast': ['Aaron Poole',\n",
+       "   'Kenneth Welsh',\n",
+       "   'Daniel Fathers',\n",
+       "   'Kathleen Munroe'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 90,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 150000.0},\n",
+       " {'Title': 'Personal Shopper',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Olivier Assayas',\n",
+       "  'Cast': ['Kristen Stewart',\n",
+       "   'Lars Eidinger',\n",
+       "   'Sigrid Bouaziz',\n",
+       "   'Anders Danielsen Lie'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 1290000.0},\n",
+       " {'Title': 'The Departed',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Martin Scorsese',\n",
+       "  'Cast': ['Leonardo DiCaprio',\n",
+       "   'Matt Damon',\n",
+       "   'Jack Nicholson',\n",
+       "   'Mark Wahlberg'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 151,\n",
+       "  'Rating': 8.5,\n",
+       "  'Revenue': 132370000.0},\n",
+       " {'Title': 'Legend',\n",
+       "  'Genre': ['Biography', 'Crime', 'Drama'],\n",
+       "  'Director': 'Brian Helgeland',\n",
+       "  'Cast': ['Tom Hardy', 'Emily Browning', 'Taron Egerton', 'Paul Anderson'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 132,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 1870000.0},\n",
+       " {'Title': 'Thor',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Kenneth Branagh',\n",
+       "  'Cast': ['Chris Hemsworth',\n",
+       "   'Anthony Hopkins',\n",
+       "   'Natalie Portman',\n",
+       "   'Tom Hiddleston'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 181020000.0},\n",
+       " {'Title': 'The Martian',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Sci-Fi'],\n",
+       "  'Director': 'Ridley Scott',\n",
+       "  'Cast': ['Matt Damon', 'Jessica Chastain', 'Kristen Wiig', 'Kate Mara'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 144,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 228430000.0},\n",
+       " {'Title': 'Contratiempo',\n",
+       "  'Genre': ['Crime', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Oriol Paulo',\n",
+       "  'Cast': ['Mario Casas', 'Ana Wagener', 'José Coronado', 'Bárbara Lennie'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Man from U.N.C.L.E.',\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Guy Ritchie',\n",
+       "  'Cast': ['Henry Cavill',\n",
+       "   'Armie Hammer',\n",
+       "   'Alicia Vikander',\n",
+       "   'Elizabeth Debicki'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 45430000.0},\n",
+       " {'Title': 'Hell or High Water',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'David Mackenzie',\n",
+       "  'Cast': ['Chris Pine', 'Ben Foster', 'Jeff Bridges', 'Gil Birmingham'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 26860000.0},\n",
+       " {'Title': 'The Comedian',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Taylor Hackford',\n",
+       "  'Cast': ['Robert De Niro', 'Leslie Mann', 'Danny DeVito', 'Edie Falco'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 5.4,\n",
+       "  'Revenue': 1660000.0},\n",
+       " {'Title': 'The Legend of Tarzan',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'David Yates',\n",
+       "  'Cast': ['Alexander Skarsgård',\n",
+       "   'Rory J. Saper',\n",
+       "   'Christian Stevens',\n",
+       "   'Christoph Waltz'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 126590000.0},\n",
+       " {'Title': 'All We Had',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Katie Holmes',\n",
+       "  'Cast': ['Eve Lindley', 'Richard Kind', 'Mark Consuelos', 'Katherine Reis'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Ex Machina',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Sci-Fi'],\n",
+       "  'Director': 'Alex Garland',\n",
+       "  'Cast': ['Alicia Vikander',\n",
+       "   'Domhnall Gleeson',\n",
+       "   'Oscar Isaac',\n",
+       "   'Sonoya Mizuno'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 25440000.0},\n",
+       " {'Title': 'The Belko Experiment',\n",
+       "  'Genre': ['Action', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Greg McLean',\n",
+       "  'Cast': ['John Gallagher Jr.',\n",
+       "   'Tony Goldwyn',\n",
+       "   'Adria Arjona',\n",
+       "   'John C. McGinley'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 89,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 10160000.0},\n",
+       " {'Title': '12 Years a Slave',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'Steve McQueen',\n",
+       "  'Cast': ['Chiwetel Ejiofor',\n",
+       "   'Michael Kenneth Williams',\n",
+       "   'Michael Fassbender',\n",
+       "   'Brad Pitt'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 134,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 56670000.0},\n",
+       " {'Title': 'The Bad Batch',\n",
+       "  'Genre': ['Romance', 'Sci-Fi'],\n",
+       "  'Director': 'Ana Lily Amirpour',\n",
+       "  'Cast': ['Keanu Reeves', 'Jason Momoa', 'Jim Carrey', 'Diego Luna'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': '300',\n",
+       "  'Genre': ['Action', 'Fantasy', 'War'],\n",
+       "  'Director': 'Zack Snyder',\n",
+       "  'Cast': ['Gerard Butler', 'Lena Headey', 'David Wenham', 'Dominic West'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 210590000.0},\n",
+       " {'Title': 'Harry Potter and the Deathly Hallows: Part 2',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Fantasy'],\n",
+       "  'Director': 'David Yates',\n",
+       "  'Cast': ['Daniel Radcliffe',\n",
+       "   'Emma Watson',\n",
+       "   'Rupert Grint',\n",
+       "   'Michael Gambon'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 130,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 380960000.0},\n",
+       " {'Title': 'Office Christmas Party',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Josh Gordon',\n",
+       "  'Cast': ['Jason Bateman', 'Olivia Munn', 'T.J. Miller', 'Jennifer Aniston'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 54730000.0},\n",
+       " {'Title': 'The Neon Demon',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'Nicolas Winding Refn',\n",
+       "  'Cast': ['Elle Fanning',\n",
+       "   'Christina Hendricks',\n",
+       "   'Keanu Reeves',\n",
+       "   'Karl Glusman'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 1330000.0},\n",
+       " {'Title': 'Dangal',\n",
+       "  'Genre': ['Action', 'Biography', 'Drama'],\n",
+       "  'Director': 'Nitesh Tiwari',\n",
+       "  'Cast': ['Aamir Khan',\n",
+       "   'Sakshi Tanwar',\n",
+       "   'Fatima Sana Shaikh',\n",
+       "   'Sanya Malhotra'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 161,\n",
+       "  'Rating': 8.8,\n",
+       "  'Revenue': 11150000.0},\n",
+       " {'Title': '10 Cloverfield Lane',\n",
+       "  'Genre': ['Drama', 'Horror', 'Mystery'],\n",
+       "  'Director': 'Dan Trachtenberg',\n",
+       "  'Cast': ['John Goodman',\n",
+       "   'Mary Elizabeth Winstead',\n",
+       "   'John Gallagher Jr.',\n",
+       "   'Douglas M. Griffin'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 71900000.0},\n",
+       " {'Title': 'Finding Dory',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Andrew Stanton',\n",
+       "  'Cast': ['Ellen DeGeneres', 'Albert Brooks', \"Ed O'Neill\", 'Kaitlin Olson'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 486290000.0},\n",
+       " {'Title': \"Miss Peregrine's Home for Peculiar Children\",\n",
+       "  'Genre': ['Adventure', 'Drama', 'Family'],\n",
+       "  'Director': 'Tim Burton',\n",
+       "  'Cast': ['Eva Green', 'Asa Butterfield', 'Samuel L. Jackson', 'Judi Dench'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 127,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 87240000.0},\n",
+       " {'Title': 'Divergent',\n",
+       "  'Genre': ['Adventure', 'Mystery', 'Sci-Fi'],\n",
+       "  'Director': 'Neil Burger',\n",
+       "  'Cast': ['Shailene Woodley', 'Theo James', 'Kate Winslet', 'Jai Courtney'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 139,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 150830000.0},\n",
+       " {'Title': 'Mike and Dave Need Wedding Dates',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Romance'],\n",
+       "  'Director': 'Jake Szymanski',\n",
+       "  'Cast': ['Zac Efron', 'Adam Devine', 'Anna Kendrick', 'Aubrey Plaza'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 46010000.0},\n",
+       " {'Title': 'Boyka: Undisputed IV',\n",
+       "  'Genre': ['Action'],\n",
+       "  'Director': 'Todor Chapkanov',\n",
+       "  'Cast': ['Scott Adkins',\n",
+       "   'Teodora Duhovnikova',\n",
+       "   'Alon Aboutboul',\n",
+       "   'Julian Vergov'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 86,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Dark Knight Rises',\n",
+       "  'Genre': ['Action', 'Thriller'],\n",
+       "  'Director': 'Christopher Nolan',\n",
+       "  'Cast': ['Christian Bale', 'Tom Hardy', 'Anne Hathaway', 'Gary Oldman'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 164,\n",
+       "  'Rating': 8.5,\n",
+       "  'Revenue': 448130000.0},\n",
+       " {'Title': 'The Jungle Book',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Family'],\n",
+       "  'Director': 'Jon Favreau',\n",
+       "  'Cast': ['Neel Sethi', 'Bill Murray', 'Ben Kingsley', 'Idris Elba'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 364000000.0},\n",
+       " {'Title': 'Transformers: Age of Extinction',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Michael Bay',\n",
+       "  'Cast': ['Mark Wahlberg', 'Nicola Peltz', 'Jack Reynor', 'Stanley Tucci'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 165,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 245430000.0},\n",
+       " {'Title': 'Nerve',\n",
+       "  'Genre': ['Adventure', 'Crime', 'Mystery'],\n",
+       "  'Director': 'Henry Joost',\n",
+       "  'Cast': ['Emma Roberts', 'Dave Franco', 'Emily Meade', 'Miles Heizer'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 38560000.0},\n",
+       " {'Title': 'Mamma Mia!',\n",
+       "  'Genre': ['Comedy', 'Family', 'Musical'],\n",
+       "  'Director': 'Phyllida Lloyd',\n",
+       "  'Cast': ['Meryl Streep',\n",
+       "   'Pierce Brosnan',\n",
+       "   'Amanda Seyfried',\n",
+       "   'Stellan Skarsgård'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 143700000.0},\n",
+       " {'Title': 'The Revenant',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Alejandro González Iñárritu',\n",
+       "  'Cast': ['Leonardo DiCaprio',\n",
+       "   'Tom Hardy',\n",
+       "   'Will Poulter',\n",
+       "   'Domhnall Gleeson'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 156,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 183640000.0},\n",
+       " {'Title': 'Fences',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Denzel Washington',\n",
+       "  'Cast': ['Denzel  Washington',\n",
+       "   'Viola Davis',\n",
+       "   'Stephen Henderson',\n",
+       "   'Jovan Adepo'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 139,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 57640000.0},\n",
+       " {'Title': 'Into the Woods',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Rob Marshall',\n",
+       "  'Cast': ['Anna Kendrick', 'Meryl Streep', 'Chris Pine', 'Emily Blunt'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 125,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 128000000.0},\n",
+       " {'Title': 'The Shallows',\n",
+       "  'Genre': ['Drama', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Jaume Collet-Serra',\n",
+       "  'Cast': ['Blake Lively',\n",
+       "   'Óscar Jaenada',\n",
+       "   'Angelo Josue Lozano Corzo',\n",
+       "   'Brett Cullen'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 86,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 55120000.0},\n",
+       " {'Title': 'Whiplash',\n",
+       "  'Genre': ['Drama', 'Music'],\n",
+       "  'Director': 'Damien Chazelle',\n",
+       "  'Cast': ['Miles Teller', 'J.K. Simmons', 'Melissa Benoist', 'Paul Reiser'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 8.5,\n",
+       "  'Revenue': 13090000.0},\n",
+       " {'Title': 'Furious 6',\n",
+       "  'Genre': ['Action', 'Crime', 'Thriller'],\n",
+       "  'Director': 'Justin Lin',\n",
+       "  'Cast': ['Vin Diesel',\n",
+       "   'Paul Walker',\n",
+       "   'Dwayne Johnson',\n",
+       "   'Michelle Rodriguez'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 130,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 238670000.0},\n",
+       " {'Title': 'The Place Beyond the Pines',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Derek Cianfrance',\n",
+       "  'Cast': ['Ryan Gosling', 'Bradley Cooper', 'Eva Mendes', 'Craig Van Hook'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 140,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 21380000.0},\n",
+       " {'Title': 'No Country for Old Men',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Ethan Coen',\n",
+       "  'Cast': ['Tommy Lee Jones',\n",
+       "   'Javier Bardem',\n",
+       "   'Josh Brolin',\n",
+       "   'Woody Harrelson'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 122,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 74270000.0},\n",
+       " {'Title': 'The Great Gatsby',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Baz Luhrmann',\n",
+       "  'Cast': ['Leonardo DiCaprio',\n",
+       "   'Carey Mulligan',\n",
+       "   'Joel Edgerton',\n",
+       "   'Tobey Maguire'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 143,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 144810000.0},\n",
+       " {'Title': 'Shutter Island',\n",
+       "  'Genre': ['Mystery', 'Thriller'],\n",
+       "  'Director': 'Martin Scorsese',\n",
+       "  'Cast': ['Leonardo DiCaprio',\n",
+       "   'Emily Mortimer',\n",
+       "   'Mark Ruffalo',\n",
+       "   'Ben Kingsley'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 138,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 127970000.0},\n",
+       " {'Title': 'Brimstone',\n",
+       "  'Genre': ['Mystery', 'Thriller', 'Western'],\n",
+       "  'Director': 'Martin Koolhoven',\n",
+       "  'Cast': ['Dakota Fanning',\n",
+       "   'Guy Pearce',\n",
+       "   'Kit Harington',\n",
+       "   'Carice van Houten'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 148,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Star Trek',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'J.J. Abrams',\n",
+       "  'Cast': ['Chris Pine', 'Zachary Quinto', 'Simon Pegg', 'Leonard Nimoy'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 127,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 257700000.0},\n",
+       " {'Title': 'Diary of a Wimpy Kid',\n",
+       "  'Genre': ['Comedy', 'Family'],\n",
+       "  'Director': 'Thor Freudenthal',\n",
+       "  'Cast': ['Zachary Gordon', 'Robert Capron', 'Rachael Harris', 'Steve Zahn'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 64000000.0},\n",
+       " {'Title': 'The Big Short',\n",
+       "  'Genre': ['Biography', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Adam McKay',\n",
+       "  'Cast': ['Christian Bale', 'Steve Carell', 'Ryan Gosling', 'Brad Pitt'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 130,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 70240000.0},\n",
+       " {'Title': 'Room',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Lenny Abrahamson',\n",
+       "  'Cast': ['Brie Larson', 'Jacob Tremblay', 'Sean Bridgers', 'Wendy Crewson'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 8.2,\n",
+       "  'Revenue': 14680000.0},\n",
+       " {'Title': 'Django Unchained',\n",
+       "  'Genre': ['Drama', 'Western'],\n",
+       "  'Director': 'Quentin Tarantino',\n",
+       "  'Cast': ['Jamie Foxx',\n",
+       "   'Christoph Waltz',\n",
+       "   'Leonardo DiCaprio',\n",
+       "   'Kerry Washington'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 165,\n",
+       "  'Rating': 8.4,\n",
+       "  'Revenue': 162800000.0},\n",
+       " {'Title': 'Ah-ga-ssi',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Romance'],\n",
+       "  'Director': 'Chan-wook Park',\n",
+       "  'Cast': ['Min-hee Kim', 'Jung-woo Ha', 'Jin-woong Jo', 'So-ri Moon'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 144,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 2009999.9999999998},\n",
+       " {'Title': 'The Edge of Seventeen',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Kelly Fremon Craig',\n",
+       "  'Cast': ['Hailee Steinfeld',\n",
+       "   'Haley Lu Richardson',\n",
+       "   'Blake Jenner',\n",
+       "   'Kyra Sedgwick'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 14260000.0},\n",
+       " {'Title': 'Watchmen',\n",
+       "  'Genre': ['Action', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Zack Snyder',\n",
+       "  'Cast': ['Jackie Earle Haley',\n",
+       "   'Patrick Wilson',\n",
+       "   'Carla Gugino',\n",
+       "   'Malin Akerman'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 162,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 107500000.0},\n",
+       " {'Title': 'Superbad',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Greg Mottola',\n",
+       "  'Cast': ['Michael Cera',\n",
+       "   'Jonah Hill',\n",
+       "   'Christopher Mintz-Plasse',\n",
+       "   'Bill Hader'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 121460000.0},\n",
+       " {'Title': 'Inferno',\n",
+       "  'Genre': ['Action', 'Adventure', 'Crime'],\n",
+       "  'Director': 'Ron Howard',\n",
+       "  'Cast': ['Tom Hanks', 'Felicity Jones', 'Irrfan Khan', 'Ben Foster'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 121,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 34260000.0},\n",
+       " {'Title': 'The BFG',\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'Steven Spielberg',\n",
+       "  'Cast': ['Mark Rylance',\n",
+       "   'Ruby Barnhill',\n",
+       "   'Penelope Wilton',\n",
+       "   'Jemaine Clement'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 55470000.0},\n",
+       " {'Title': 'The Hunger Games',\n",
+       "  'Genre': ['Adventure', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Gary Ross',\n",
+       "  'Cast': ['Jennifer Lawrence',\n",
+       "   'Josh Hutcherson',\n",
+       "   'Liam Hemsworth',\n",
+       "   'Stanley Tucci'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 142,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 408000000.0},\n",
+       " {'Title': 'White Girl',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Elizabeth Wood',\n",
+       "  'Cast': ['Morgan Saylor', 'Brian Marc', 'Justin Bartha', 'Adrian Martinez'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 200000.0},\n",
+       " {'Title': 'Sicario',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'Denis Villeneuve',\n",
+       "  'Cast': ['Emily Blunt', 'Josh Brolin', 'Benicio Del Toro', 'Jon Bernthal'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 121,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 46880000.0},\n",
+       " {'Title': 'Twin Peaks: The Missing Pieces',\n",
+       "  'Genre': ['Drama', 'Horror', 'Mystery'],\n",
+       "  'Director': 'David Lynch',\n",
+       "  'Cast': ['Chris Isaak', 'Kiefer Sutherland', 'C.H. Evans', 'Sandra Kinder'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 91,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Aliens vs Predator - Requiem',\n",
+       "  'Genre': ['Action', 'Horror', 'Sci-Fi'],\n",
+       "  'Director': 'Colin Strause',\n",
+       "  'Cast': ['Reiko Aylesworth',\n",
+       "   'Steven Pasquale',\n",
+       "   'Shareeka Epps',\n",
+       "   'John Ortiz'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 4.7,\n",
+       "  'Revenue': 41800000.0},\n",
+       " {'Title': 'Pacific Rim',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Guillermo del Toro',\n",
+       "  'Cast': ['Idris Elba', 'Charlie Hunnam', 'Rinko Kikuchi', 'Charlie Day'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 131,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 101790000.0},\n",
+       " {'Title': 'Crazy, Stupid, Love.',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Glenn Ficarra',\n",
+       "  'Cast': ['Steve Carell', 'Ryan Gosling', 'Julianne Moore', 'Emma Stone'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 84240000.0},\n",
+       " {'Title': 'Scott Pilgrim vs. the World',\n",
+       "  'Genre': ['Action', 'Comedy', 'Fantasy'],\n",
+       "  'Director': 'Edgar Wright',\n",
+       "  'Cast': ['Michael Cera',\n",
+       "   'Mary Elizabeth Winstead',\n",
+       "   'Kieran Culkin',\n",
+       "   'Alison Pill'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 31490000.0},\n",
+       " {'Title': 'Hot Fuzz',\n",
+       "  'Genre': ['Action', 'Comedy', 'Mystery'],\n",
+       "  'Director': 'Edgar Wright',\n",
+       "  'Cast': ['Simon Pegg', 'Nick Frost', 'Martin Freeman', 'Bill Nighy'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 121,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 23620000.0},\n",
+       " {'Title': 'Mine',\n",
+       "  'Genre': ['Thriller', 'War'],\n",
+       "  'Director': 'Fabio Guaglione',\n",
+       "  'Cast': ['Armie Hammer', 'Annabelle Wallis', 'Tom Cullen', 'Clint Dyer'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Free Fire',\n",
+       "  'Genre': ['Action', 'Comedy', 'Crime'],\n",
+       "  'Director': 'Ben Wheatley',\n",
+       "  'Cast': ['Sharlto Copley', 'Brie Larson', 'Armie Hammer', 'Cillian Murphy'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 90,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 1800000.0},\n",
+       " {'Title': 'X-Men: Days of Future Past',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Bryan Singer',\n",
+       "  'Cast': ['Patrick Stewart', 'Ian McKellen', 'Hugh Jackman', 'James McAvoy'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 132,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 233910000.0},\n",
+       " {'Title': 'Jack Reacher: Never Go Back',\n",
+       "  'Genre': ['Action', 'Adventure', 'Crime'],\n",
+       "  'Director': 'Edward Zwick',\n",
+       "  'Cast': ['Tom Cruise', 'Cobie Smulders', 'Aldis Hodge', 'Robert Knepper'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 58400000.0},\n",
+       " {'Title': 'Casino Royale',\n",
+       "  'Genre': ['Action', 'Adventure', 'Thriller'],\n",
+       "  'Director': 'Martin Campbell',\n",
+       "  'Cast': ['Daniel Craig', 'Eva Green', 'Judi Dench', 'Jeffrey Wright'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 144,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 167010000.0},\n",
+       " {'Title': 'Twilight',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Romance'],\n",
+       "  'Director': 'Catherine Hardwicke',\n",
+       "  'Cast': ['Kristen Stewart',\n",
+       "   'Robert Pattinson',\n",
+       "   'Billy Burke',\n",
+       "   'Sarah Clarke'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 122,\n",
+       "  'Rating': 5.2,\n",
+       "  'Revenue': 191450000.0},\n",
+       " {'Title': 'Now You See Me 2',\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Jon M. Chu',\n",
+       "  'Cast': ['Jesse Eisenberg',\n",
+       "   'Mark Ruffalo',\n",
+       "   'Woody Harrelson',\n",
+       "   'Dave Franco'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 129,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 65030000.0},\n",
+       " {'Title': 'Woman in Gold',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'Simon Curtis',\n",
+       "  'Cast': ['Helen Mirren', 'Ryan Reynolds', 'Daniel Brühl', 'Katie Holmes'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 33310000.000000004},\n",
+       " {'Title': '13 Hours',\n",
+       "  'Genre': ['Action', 'Drama', 'History'],\n",
+       "  'Director': 'Michael Bay',\n",
+       "  'Cast': ['John Krasinski',\n",
+       "   'Pablo Schreiber',\n",
+       "   'James Badge Dale',\n",
+       "   'David Denman'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 144,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 52820000.0},\n",
+       " {'Title': 'Spectre',\n",
+       "  'Genre': ['Action', 'Adventure', 'Thriller'],\n",
+       "  'Director': 'Sam Mendes',\n",
+       "  'Cast': ['Daniel Craig', 'Christoph Waltz', 'Léa Seydoux', 'Ralph Fiennes'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 148,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 200070000.0},\n",
+       " {'Title': 'Nightcrawler',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Dan Gilroy',\n",
+       "  'Cast': ['Jake Gyllenhaal', 'Rene Russo', 'Bill Paxton', 'Riz Ahmed'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 32280000.0},\n",
+       " {'Title': 'Kubo and the Two Strings',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Family'],\n",
+       "  'Director': 'Travis Knight',\n",
+       "  'Cast': ['Charlize Theron',\n",
+       "   'Art Parkinson',\n",
+       "   'Matthew McConaughey',\n",
+       "   'Ralph Fiennes'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 48020000.0},\n",
+       " {'Title': 'Beyond the Gates',\n",
+       "  'Genre': ['Adventure', 'Horror'],\n",
+       "  'Director': 'Jackson Stewart',\n",
+       "  'Cast': ['Graham Skipper',\n",
+       "   'Chase Williamson',\n",
+       "   'Brea Grant',\n",
+       "   'Barbara Crampton'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 84,\n",
+       "  'Rating': 5.2,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Her',\n",
+       "  'Genre': ['Drama', 'Romance', 'Sci-Fi'],\n",
+       "  'Director': 'Spike Jonze',\n",
+       "  'Cast': ['Joaquin Phoenix',\n",
+       "   'Amy Adams',\n",
+       "   'Scarlett Johansson',\n",
+       "   'Rooney Mara'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 126,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 25560000.0},\n",
+       " {'Title': 'Frozen',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Chris Buck',\n",
+       "  'Cast': ['Kristen Bell', 'Idina Menzel', 'Jonathan Groff', 'Josh Gad'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 400740000.0},\n",
+       " {'Title': 'Tomorrowland',\n",
+       "  'Genre': ['Action', 'Adventure', 'Family'],\n",
+       "  'Director': 'Brad Bird',\n",
+       "  'Cast': ['George Clooney',\n",
+       "   'Britt Robertson',\n",
+       "   'Hugh Laurie',\n",
+       "   'Raffey Cassidy'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 130,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 93420000.0},\n",
+       " {'Title': 'Dawn of the Planet of the Apes',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Matt Reeves',\n",
+       "  'Cast': ['Gary Oldman', 'Keri Russell', 'Andy Serkis', 'Kodi Smit-McPhee'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 130,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 208540000.0},\n",
+       " {'Title': 'Tropic Thunder',\n",
+       "  'Genre': ['Action', 'Comedy'],\n",
+       "  'Director': 'Ben Stiller',\n",
+       "  'Cast': ['Ben Stiller', 'Jack Black', 'Robert Downey Jr.', 'Jeff Kahn'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 110420000.0},\n",
+       " {'Title': 'The Conjuring 2',\n",
+       "  'Genre': ['Horror', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'James Wan',\n",
+       "  'Cast': ['Vera Farmiga',\n",
+       "   'Patrick Wilson',\n",
+       "   'Madison Wolfe',\n",
+       "   \"Frances O'Connor\"],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 134,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 102460000.0},\n",
+       " {'Title': 'Ant-Man',\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Peyton Reed',\n",
+       "  'Cast': ['Paul Rudd', 'Michael Douglas', 'Corey Stoll', 'Evangeline Lilly'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 180190000.0},\n",
+       " {'Title': \"Bridget Jones's Baby\",\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Sharon Maguire',\n",
+       "  'Cast': ['Renée Zellweger',\n",
+       "   'Gemma Jones',\n",
+       "   'Jim Broadbent',\n",
+       "   'Sally Phillips'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 24090000.0},\n",
+       " {'Title': 'The VVitch: A New-England Folktale',\n",
+       "  'Genre': ['Horror', 'Mystery'],\n",
+       "  'Director': 'Robert Eggers',\n",
+       "  'Cast': ['Anya Taylor-Joy',\n",
+       "   'Ralph Ineson',\n",
+       "   'Kate Dickie',\n",
+       "   'Julian Richings'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 25140000.0},\n",
+       " {'Title': 'Cinderella',\n",
+       "  'Genre': ['Drama', 'Family', 'Fantasy'],\n",
+       "  'Director': 'Kenneth Branagh',\n",
+       "  'Cast': ['Lily James',\n",
+       "   'Cate Blanchett',\n",
+       "   'Richard Madden',\n",
+       "   'Helena Bonham Carter'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 201150000.0},\n",
+       " {'Title': 'Realive',\n",
+       "  'Genre': ['Sci-Fi'],\n",
+       "  'Director': 'Mateo Gil',\n",
+       "  'Cast': ['Tom Hughes', 'Charlotte Le Bon', 'Oona Chaplin', 'Barry Ward'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Forushande',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'Asghar Farhadi',\n",
+       "  'Cast': ['Taraneh Alidoosti',\n",
+       "   'Shahab Hosseini',\n",
+       "   'Babak Karimi',\n",
+       "   'Farid Sajjadi Hosseini'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 3400000.0},\n",
+       " {'Title': 'Love',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Gaspar Noé',\n",
+       "  'Cast': ['Aomi Muyock', 'Karl Glusman', 'Klara Kristin', 'Juan Saavedra'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 135,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': \"Billy Lynn's Long Halftime Walk\",\n",
+       "  'Genre': ['Drama', 'War'],\n",
+       "  'Director': 'Ang Lee',\n",
+       "  'Cast': ['Joe Alwyn', 'Garrett Hedlund', 'Arturo Castro', 'Mason Lee'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 1720000.0},\n",
+       " {'Title': 'Crimson Peak',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Horror'],\n",
+       "  'Director': 'Guillermo del Toro',\n",
+       "  'Cast': ['Mia Wasikowska',\n",
+       "   'Jessica Chastain',\n",
+       "   'Tom Hiddleston',\n",
+       "   'Charlie Hunnam'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 31060000.0},\n",
+       " {'Title': 'Drive',\n",
+       "  'Genre': ['Crime', 'Drama'],\n",
+       "  'Director': 'Nicolas Winding Refn',\n",
+       "  'Cast': ['Ryan Gosling',\n",
+       "   'Carey Mulligan',\n",
+       "   'Bryan Cranston',\n",
+       "   'Albert Brooks'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 35050000.0},\n",
+       " {'Title': 'Trainwreck',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Judd Apatow',\n",
+       "  'Cast': ['Amy Schumer', 'Bill Hader', 'Brie Larson', 'Colin Quinn'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 125,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 110010000.0},\n",
+       " {'Title': 'The Light Between Oceans',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Derek Cianfrance',\n",
+       "  'Cast': ['Michael       Fassbender',\n",
+       "   'Alicia Vikander',\n",
+       "   'Rachel Weisz',\n",
+       "   'Florence Clery'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 133,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 12530000.0},\n",
+       " {'Title': 'Below Her Mouth',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'April Mullen',\n",
+       "  'Cast': ['Erika Linder',\n",
+       "   'Natalie Krill',\n",
+       "   'Sebastian Pigott',\n",
+       "   'Mayko Nguyen'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Spotlight',\n",
+       "  'Genre': ['Crime', 'Drama', 'History'],\n",
+       "  'Director': 'Tom McCarthy',\n",
+       "  'Cast': ['Mark Ruffalo',\n",
+       "   'Michael Keaton',\n",
+       "   'Rachel McAdams',\n",
+       "   'Liev Schreiber'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 128,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 44990000.0},\n",
+       " {'Title': 'Morgan',\n",
+       "  'Genre': ['Horror', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Luke Scott',\n",
+       "  'Cast': ['Kate Mara', 'Anya Taylor-Joy', 'Rose Leslie', 'Michael Yare'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 3910000.0},\n",
+       " {'Title': 'Warrior',\n",
+       "  'Genre': ['Action', 'Drama', 'Sport'],\n",
+       "  'Director': \"Gavin O'Connor\",\n",
+       "  'Cast': ['Tom Hardy', 'Nick Nolte', 'Joel Edgerton', 'Jennifer Morrison'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 140,\n",
+       "  'Rating': 8.2,\n",
+       "  'Revenue': 13650000.0},\n",
+       " {'Title': 'Captain America: The First Avenger',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Joe Johnston',\n",
+       "  'Cast': ['Chris Evans',\n",
+       "   'Hugo Weaving',\n",
+       "   'Samuel L. Jackson',\n",
+       "   'Hayley Atwell'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 176640000.0},\n",
+       " {'Title': 'Hacker',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Akan Satayev',\n",
+       "  'Cast': ['Callan McAuliffe',\n",
+       "   'Lorraine Nicholson',\n",
+       "   'Daniel Eric Gold',\n",
+       "   'Clifton Collins Jr.'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Into the Wild',\n",
+       "  'Genre': ['Adventure', 'Biography', 'Drama'],\n",
+       "  'Director': 'Sean Penn',\n",
+       "  'Cast': ['Emile Hirsch',\n",
+       "   'Vince Vaughn',\n",
+       "   'Catherine Keener',\n",
+       "   'Marcia Gay Harden'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 148,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 18350000.0},\n",
+       " {'Title': 'The Imitation Game',\n",
+       "  'Genre': ['Biography', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Morten Tyldum',\n",
+       "  'Cast': ['Benedict Cumberbatch',\n",
+       "   'Keira Knightley',\n",
+       "   'Matthew Goode',\n",
+       "   'Allen Leech'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 91120000.0},\n",
+       " {'Title': 'Central Intelligence',\n",
+       "  'Genre': ['Action', 'Comedy', 'Crime'],\n",
+       "  'Director': 'Rawson Marshall Thurber',\n",
+       "  'Cast': ['Dwayne Johnson', 'Kevin Hart', 'Danielle Nicolet', 'Amy Ryan'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 127380000.0},\n",
+       " {'Title': 'Edge of Tomorrow',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Doug Liman',\n",
+       "  'Cast': ['Tom Cruise', 'Emily Blunt', 'Bill Paxton', 'Brendan Gleeson'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 100190000.0},\n",
+       " {'Title': 'A Cure for Wellness',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Horror'],\n",
+       "  'Director': 'Gore Verbinski',\n",
+       "  'Cast': ['Dane DeHaan', 'Jason Isaacs', 'Mia Goth', 'Ivo Nandi'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 146,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 8100000.0},\n",
+       " {'Title': 'Snowden',\n",
+       "  'Genre': ['Biography', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Oliver Stone',\n",
+       "  'Cast': ['Joseph Gordon-Levitt',\n",
+       "   'Shailene Woodley',\n",
+       "   'Melissa Leo',\n",
+       "   'Zachary Quinto'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 134,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 21480000.0},\n",
+       " {'Title': 'Iron Man',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Jon Favreau',\n",
+       "  'Cast': ['Robert Downey Jr.',\n",
+       "   'Gwyneth Paltrow',\n",
+       "   'Terrence Howard',\n",
+       "   'Jeff Bridges'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 126,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 318300000.0},\n",
+       " {'Title': 'Allegiant',\n",
+       "  'Genre': ['Action', 'Adventure', 'Mystery'],\n",
+       "  'Director': 'Robert Schwentke',\n",
+       "  'Cast': ['Shailene Woodley', 'Theo James', 'Jeff Daniels', 'Naomi Watts'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 66000000.0},\n",
+       " {'Title': 'X: First Class',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Matthew Vaughn',\n",
+       "  'Cast': ['James McAvoy',\n",
+       "   'Michael          Fassbender',\n",
+       "   'Jennifer Lawrence',\n",
+       "   'Kevin Bacon'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 132,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 146410000.0},\n",
+       " {'Title': 'Raw (II)',\n",
+       "  'Genre': ['Drama', 'Horror'],\n",
+       "  'Director': 'Julia Ducournau',\n",
+       "  'Cast': ['Garance Marillier',\n",
+       "   'Ella Rumpf',\n",
+       "   'Rabah Nait Oufella',\n",
+       "   'Laurent Lucas'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 510000.0},\n",
+       " {'Title': 'Paterson',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Jim Jarmusch',\n",
+       "  'Cast': ['Adam Driver', 'Golshifteh Farahani', 'Nellie', 'Rizwan Manji'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 2140000.0},\n",
+       " {'Title': 'Bridesmaids',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Paul Feig',\n",
+       "  'Cast': ['Kristen Wiig', 'Maya Rudolph', 'Rose Byrne', 'Terry Crews'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 125,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 169080000.0},\n",
+       " {'Title': 'The Girl with All the Gifts',\n",
+       "  'Genre': ['Drama', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Colm McCarthy',\n",
+       "  'Cast': ['Gemma Arterton',\n",
+       "   'Glenn Close',\n",
+       "   'Dominique Tipper',\n",
+       "   'Paddy Considine'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'San Andreas',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Brad Peyton',\n",
+       "  'Cast': ['Dwayne Johnson',\n",
+       "   'Carla Gugino',\n",
+       "   'Alexandra Daddario',\n",
+       "   'Colton Haynes'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 155180000.0},\n",
+       " {'Title': 'Spring Breakers',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Harmony Korine',\n",
+       "  'Cast': ['Vanessa Hudgens',\n",
+       "   'Selena Gomez',\n",
+       "   'Ashley Benson',\n",
+       "   'Rachel Korine'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 5.3,\n",
+       "  'Revenue': 14120000.0},\n",
+       " {'Title': 'Transformers',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Michael Bay',\n",
+       "  'Cast': ['Shia LaBeouf', 'Megan Fox', 'Josh Duhamel', 'Tyrese Gibson'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 144,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 318760000.0},\n",
+       " {'Title': 'Old Boy',\n",
+       "  'Genre': ['Action', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Spike Lee',\n",
+       "  'Cast': ['Josh Brolin',\n",
+       "   'Elizabeth Olsen',\n",
+       "   'Samuel L. Jackson',\n",
+       "   'Sharlto Copley'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Thor: The Dark World',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Alan Taylor',\n",
+       "  'Cast': ['Chris Hemsworth',\n",
+       "   'Natalie Portman',\n",
+       "   'Tom Hiddleston',\n",
+       "   'Stellan Skarsgård'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 206360000.0},\n",
+       " {'Title': 'Gods of Egypt',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Alex Proyas',\n",
+       "  'Cast': ['Brenton Thwaites',\n",
+       "   'Nikolaj Coster-Waldau',\n",
+       "   'Gerard Butler',\n",
+       "   'Chadwick Boseman'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 126,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 31140000.0},\n",
+       " {'Title': 'Captain America: The Winter Soldier',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Anthony Russo',\n",
+       "  'Cast': ['Chris Evans',\n",
+       "   'Samuel L. Jackson',\n",
+       "   'Scarlett Johansson',\n",
+       "   'Robert Redford'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 136,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 259750000.0},\n",
+       " {'Title': 'Monster Trucks',\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Chris Wedge',\n",
+       "  'Cast': ['Lucas Till', 'Jane Levy', 'Thomas Lennon', 'Barry Pepper'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 33040000.0},\n",
+       " {'Title': 'A Dark Song',\n",
+       "  'Genre': ['Drama', 'Horror'],\n",
+       "  'Director': 'Liam Gavin',\n",
+       "  'Cast': ['Mark Huberman',\n",
+       "   'Susan Loughnane',\n",
+       "   'Steve Oram',\n",
+       "   'Catherine Walker'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Kick-Ass',\n",
+       "  'Genre': ['Action', 'Comedy'],\n",
+       "  'Director': 'Matthew Vaughn',\n",
+       "  'Cast': ['Aaron Taylor-Johnson',\n",
+       "   'Nicolas Cage',\n",
+       "   'Chloë Grace Moretz',\n",
+       "   'Garrett M. Brown'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 48040000.0},\n",
+       " {'Title': 'Hardcore Henry',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Ilya Naishuller',\n",
+       "  'Cast': ['Sharlto Copley', 'Tim Roth', 'Haley Bennett', 'Danila Kozlovsky'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 9240000.0},\n",
+       " {'Title': 'Cars',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'John Lasseter',\n",
+       "  'Cast': ['Owen Wilson', 'Bonnie Hunt', 'Paul Newman', 'Larry the Cable Guy'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 244050000.0},\n",
+       " {'Title': 'It Follows',\n",
+       "  'Genre': ['Horror', 'Mystery'],\n",
+       "  'Director': 'David Robert Mitchell',\n",
+       "  'Cast': ['Maika Monroe', 'Keir Gilchrist', 'Olivia Luccardi', 'Lili Sepe'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 14670000.0},\n",
+       " {'Title': 'The Girl with the Dragon Tattoo',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'David Fincher',\n",
+       "  'Cast': ['Daniel Craig',\n",
+       "   'Rooney Mara',\n",
+       "   'Christopher Plummer',\n",
+       "   'Stellan Skarsgård'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 158,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 102520000.0},\n",
+       " {'Title': \"We're the Millers\",\n",
+       "  'Genre': ['Comedy', 'Crime'],\n",
+       "  'Director': 'Rawson Marshall Thurber',\n",
+       "  'Cast': ['Jason Sudeikis', 'Jennifer Aniston', 'Emma Roberts', 'Ed Helms'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 150370000.0},\n",
+       " {'Title': 'American Honey',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Andrea Arnold',\n",
+       "  'Cast': ['Sasha Lane', 'Shia LaBeouf', 'Riley Keough', 'McCaul Lombardi'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 163,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 660000.0},\n",
+       " {'Title': 'The Lobster',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Yorgos Lanthimos',\n",
+       "  'Cast': ['Colin Farrell', 'Rachel Weisz', 'Jessica Barden', 'Olivia Colman'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 8700000.0},\n",
+       " {'Title': 'Predators',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Nimród Antal',\n",
+       "  'Cast': ['Adrien Brody',\n",
+       "   'Laurence Fishburne',\n",
+       "   'Topher Grace',\n",
+       "   'Alice Braga'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 52000000.0},\n",
+       " {'Title': 'Maleficent',\n",
+       "  'Genre': ['Action', 'Adventure', 'Family'],\n",
+       "  'Director': 'Robert Stromberg',\n",
+       "  'Cast': ['Angelina Jolie',\n",
+       "   'Elle Fanning',\n",
+       "   'Sharlto Copley',\n",
+       "   'Lesley Manville'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 241410000.0},\n",
+       " {'Title': 'Rupture',\n",
+       "  'Genre': ['Horror', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Steven Shainberg',\n",
+       "  'Cast': ['Noomi Rapace', 'Michael Chiklis', 'Kerry Bishé', 'Peter Stormare'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 4.8,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': \"Pan's Labyrinth\",\n",
+       "  'Genre': ['Drama', 'Fantasy', 'War'],\n",
+       "  'Director': 'Guillermo del Toro',\n",
+       "  'Cast': ['Ivana Baquero', 'Ariadna Gil', 'Sergi López', 'Maribel Verdú'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 8.2,\n",
+       "  'Revenue': 37620000.0},\n",
+       " {'Title': 'A Kind of Murder',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Andy Goddard',\n",
+       "  'Cast': ['Patrick Wilson',\n",
+       "   'Jessica Biel',\n",
+       "   'Haley Bennett',\n",
+       "   'Vincent Kartheiser'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 5.2,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Apocalypto',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Mel Gibson',\n",
+       "  'Cast': ['Gerardo Taracena',\n",
+       "   'Raoul Max Trujillo',\n",
+       "   'Dalia Hernández',\n",
+       "   'Rudy Youngblood'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 139,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 50860000.0},\n",
+       " {'Title': 'Mission: Impossible - Rogue Nation',\n",
+       "  'Genre': ['Action', 'Adventure', 'Thriller'],\n",
+       "  'Director': 'Christopher McQuarrie',\n",
+       "  'Cast': ['Tom Cruise', 'Rebecca Ferguson', 'Jeremy Renner', 'Simon Pegg'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 131,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 195000000.0},\n",
+       " {'Title': \"The Huntsman: Winter's War\",\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Cedric Nicolas-Troyan',\n",
+       "  'Cast': ['Chris Hemsworth',\n",
+       "   'Jessica Chastain',\n",
+       "   'Charlize Theron',\n",
+       "   'Emily Blunt'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 47950000.0},\n",
+       " {'Title': 'The Perks of Being a Wallflower',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Stephen Chbosky',\n",
+       "  'Cast': ['Logan Lerman', 'Emma Watson', 'Ezra Miller', 'Paul Rudd'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 17740000.0},\n",
+       " {'Title': 'Jackie',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'Pablo Larraín',\n",
+       "  'Cast': ['Natalie Portman',\n",
+       "   'Peter Sarsgaard',\n",
+       "   'Greta Gerwig',\n",
+       "   'Billy Crudup'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 13960000.0},\n",
+       " {'Title': 'The Disappointments Room',\n",
+       "  'Genre': ['Drama', 'Horror', 'Thriller'],\n",
+       "  'Director': 'D.J. Caruso',\n",
+       "  'Cast': ['Kate Beckinsale', 'Mel Raido', 'Duncan Joiner', 'Lucas Till'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 85,\n",
+       "  'Rating': 3.9,\n",
+       "  'Revenue': 2410000.0},\n",
+       " {'Title': 'The Grand Budapest Hotel',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Wes Anderson',\n",
+       "  'Cast': ['Ralph Fiennes',\n",
+       "   'F. Murray Abraham',\n",
+       "   'Mathieu Amalric',\n",
+       "   'Adrien Brody'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 59070000.0},\n",
+       " {'Title': 'The Host',\n",
+       "  'Genre': ['Action', 'Adventure', 'Romance'],\n",
+       "  'Director': 'Andrew Niccol',\n",
+       "  'Cast': ['Saoirse Ronan', 'Max Irons', 'Jake Abel', 'Diane Kruger'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 125,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 26620000.0},\n",
+       " {'Title': 'Fury',\n",
+       "  'Genre': ['Action', 'Drama', 'War'],\n",
+       "  'Director': 'David Ayer',\n",
+       "  'Cast': ['Brad Pitt', 'Shia LaBeouf', 'Logan Lerman', 'Michael Peña'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 134,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 85710000.0},\n",
+       " {'Title': 'Inside Out',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Pete Docter',\n",
+       "  'Cast': ['Amy Poehler', 'Bill Hader', 'Lewis Black', 'Mindy Kaling'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 8.2,\n",
+       "  'Revenue': 356450000.0},\n",
+       " {'Title': 'Rock Dog',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Ash Brannon',\n",
+       "  'Cast': ['Luke Wilson', 'Eddie Izzard', 'J.K. Simmons', 'Lewis Black'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 90,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 9400000.0},\n",
+       " {'Title': 'Terminator Genisys',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Alan Taylor',\n",
+       "  'Cast': ['Arnold Schwarzenegger',\n",
+       "   'Jason Clarke',\n",
+       "   'Emilia Clarke',\n",
+       "   'Jai Courtney'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 126,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 89730000.0},\n",
+       " {'Title': 'Percy Jackson & the Olympians: The Lightning Thief',\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'Chris Columbus',\n",
+       "  'Cast': ['Logan Lerman',\n",
+       "   'Kevin McKidd',\n",
+       "   'Steve Coogan',\n",
+       "   'Brandon T. Jackson'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 88760000.0},\n",
+       " {'Title': 'Les Misérables',\n",
+       "  'Genre': ['Drama', 'Musical', 'Romance'],\n",
+       "  'Director': 'Tom Hooper',\n",
+       "  'Cast': ['Hugh Jackman',\n",
+       "   'Russell Crowe',\n",
+       "   'Anne Hathaway',\n",
+       "   'Amanda Seyfried'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 158,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 148780000.0},\n",
+       " {'Title': 'Children of Men',\n",
+       "  'Genre': ['Drama', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Alfonso Cuarón',\n",
+       "  'Cast': ['Julianne Moore',\n",
+       "   'Clive Owen',\n",
+       "   'Chiwetel Ejiofor',\n",
+       "   'Michael Caine'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 35290000.0},\n",
+       " {'Title': '20th Century Women',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Mike Mills',\n",
+       "  'Cast': ['Annette Bening', 'Elle Fanning', 'Greta Gerwig', 'Billy Crudup'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 5660000.0},\n",
+       " {'Title': 'Spy',\n",
+       "  'Genre': ['Action', 'Comedy', 'Crime'],\n",
+       "  'Director': 'Paul Feig',\n",
+       "  'Cast': ['Melissa McCarthy', 'Rose Byrne', 'Jude Law', 'Jason Statham'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 110820000.0},\n",
+       " {'Title': 'The Intouchables',\n",
+       "  'Genre': ['Biography', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Olivier Nakache',\n",
+       "  'Cast': ['François Cluzet', 'Omar Sy', 'Anne Le Ny', 'Audrey Fleurot'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 8.6,\n",
+       "  'Revenue': 13180000.0},\n",
+       " {'Title': 'Bonjour Anne',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Eleanor Coppola',\n",
+       "  'Cast': ['Diane Lane', 'Alec Baldwin', 'Arnaud Viard', 'Linda Gegusch'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 4.9,\n",
+       "  'Revenue': 320000.0},\n",
+       " {'Title': 'Kynodontas',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'Yorgos Lanthimos',\n",
+       "  'Cast': ['Christos Stergioglou',\n",
+       "   'Michele Valley',\n",
+       "   'Angeliki Papoulia',\n",
+       "   'Hristos Passalis'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 110000.0},\n",
+       " {'Title': 'Straight Outta Compton',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'F. Gary Gray',\n",
+       "  'Cast': [\"O'Shea Jackson Jr.\",\n",
+       "   'Corey Hawkins',\n",
+       "   'Jason Mitchell',\n",
+       "   'Neil Brown Jr.'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 147,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 161030000.0},\n",
+       " {'Title': 'The Amazing Spider-Man 2',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Marc Webb',\n",
+       "  'Cast': ['Andrew Garfield', 'Emma Stone', 'Jamie Foxx', 'Paul Giamatti'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 142,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 202850000.0},\n",
+       " {'Title': 'The Conjuring',\n",
+       "  'Genre': ['Horror', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'James Wan',\n",
+       "  'Cast': ['Patrick Wilson', 'Vera Farmiga', 'Ron Livingston', 'Lili Taylor'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 137390000.0},\n",
+       " {'Title': 'The Hangover',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Todd Phillips',\n",
+       "  'Cast': ['Zach Galifianakis', 'Bradley Cooper', 'Justin Bartha', 'Ed Helms'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 277310000.0},\n",
+       " {'Title': 'Battleship',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Peter Berg',\n",
+       "  'Cast': ['Alexander Skarsgård', 'Brooklyn Decker', 'Liam Neeson', 'Rihanna'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 131,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 65170000.0},\n",
+       " {'Title': 'Rise of the Planet of the Apes',\n",
+       "  'Genre': ['Action', 'Drama', 'Sci-Fi'],\n",
+       "  'Director': 'Rupert Wyatt',\n",
+       "  'Cast': ['James Franco', 'Andy Serkis', 'Freida Pinto', 'Karin Konoval'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 176740000.0},\n",
+       " {'Title': 'Lights Out',\n",
+       "  'Genre': ['Horror'],\n",
+       "  'Director': 'David F. Sandberg',\n",
+       "  'Cast': ['Teresa Palmer', 'Gabriel Bateman', 'Maria Bello', 'Billy Burke'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 81,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 67240000.0},\n",
+       " {'Title': 'Norman: The Moderate Rise and Tragic Fall of a New York Fixer',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'Joseph Cedar',\n",
+       "  'Cast': ['Richard Gere',\n",
+       "   'Lior Ashkenazi',\n",
+       "   'Michael Sheen',\n",
+       "   'Charlotte Gainsbourg'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 2270000.0},\n",
+       " {'Title': 'Birdman or (The Unexpected Virtue of Ignorance)',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Alejandro González Iñárritu',\n",
+       "  'Cast': ['Michael Keaton',\n",
+       "   'Zach Galifianakis',\n",
+       "   'Edward Norton',\n",
+       "   'Andrea Riseborough'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 42340000.0},\n",
+       " {'Title': 'Black Swan',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'Darren Aronofsky',\n",
+       "  'Cast': ['Natalie Portman', 'Mila Kunis', 'Vincent Cassel', 'Winona Ryder'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 106950000.0},\n",
+       " {'Title': 'Dear White People',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Justin Simien',\n",
+       "  'Cast': ['Tyler James Williams',\n",
+       "   'Tessa Thompson',\n",
+       "   'Kyle Gallner',\n",
+       "   'Teyonah Parris'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 4400000.0},\n",
+       " {'Title': 'Nymphomaniac: Vol. I',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Lars von Trier',\n",
+       "  'Cast': ['Charlotte Gainsbourg',\n",
+       "   'Stellan Skarsgård',\n",
+       "   'Stacy Martin',\n",
+       "   'Shia LaBeouf'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 790000.0},\n",
+       " {'Title': 'Teenage Mutant Ninja Turtles: Out of the Shadows',\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Dave Green',\n",
+       "  'Cast': ['Megan Fox', 'Will Arnett', 'Tyler Perry', 'Laura Linney'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 540000.0},\n",
+       " {'Title': 'Knock Knock',\n",
+       "  'Genre': ['Drama', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Eli Roth',\n",
+       "  'Cast': ['Keanu Reeves', 'Lorenza Izzo', 'Ana de Armas', 'Aaron Burns'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 4.9,\n",
+       "  'Revenue': 30000.0},\n",
+       " {'Title': 'Dirty Grandpa',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Dan Mazer',\n",
+       "  'Cast': ['Robert De Niro', 'Zac Efron', 'Zoey Deutch', 'Aubrey Plaza'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 35540000.0},\n",
+       " {'Title': 'Cloud Atlas',\n",
+       "  'Genre': ['Drama', 'Sci-Fi'],\n",
+       "  'Director': 'Tom Tykwer',\n",
+       "  'Cast': ['Tom Hanks', 'Halle Berry', 'Hugh Grant', 'Hugo Weaving'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 172,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 27100000.0},\n",
+       " {'Title': 'X-Men Origins: Wolverine',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Gavin Hood',\n",
+       "  'Cast': ['Hugh Jackman', 'Liev Schreiber', 'Ryan Reynolds', 'Danny Huston'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 179880000.0},\n",
+       " {'Title': 'Satanic',\n",
+       "  'Genre': ['Horror'],\n",
+       "  'Director': 'Jeffrey G. Hunt',\n",
+       "  'Cast': ['Sarah Hyland', 'Steven Krueger', 'Justin Chon', 'Clara Mamet'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 85,\n",
+       "  'Rating': 3.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Skyfall',\n",
+       "  'Genre': ['Action', 'Adventure', 'Thriller'],\n",
+       "  'Director': 'Sam Mendes',\n",
+       "  'Cast': ['Daniel Craig', 'Javier Bardem', 'Naomie Harris', 'Judi Dench'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 143,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 304360000.0},\n",
+       " {'Title': 'The Hobbit: An Unexpected Journey',\n",
+       "  'Genre': ['Adventure', 'Fantasy'],\n",
+       "  'Director': 'Peter Jackson',\n",
+       "  'Cast': ['Martin Freeman',\n",
+       "   'Ian McKellen',\n",
+       "   'Richard Armitage',\n",
+       "   'Andy Serkis'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 169,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 303000000.0},\n",
+       " {'Title': '21 Jump Street',\n",
+       "  'Genre': ['Action', 'Comedy', 'Crime'],\n",
+       "  'Director': 'Phil Lord',\n",
+       "  'Cast': ['Jonah Hill', 'Channing Tatum', 'Ice Cube', 'Brie Larson'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 138450000.0},\n",
+       " {'Title': 'Sing Street',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Music'],\n",
+       "  'Director': 'John Carney',\n",
+       "  'Cast': ['Ferdia Walsh-Peelo',\n",
+       "   'Aidan Gillen',\n",
+       "   'Maria Doyle Kennedy',\n",
+       "   'Jack Reynor'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 3230000.0},\n",
+       " {'Title': 'Ballerina',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Eric Summer',\n",
+       "  'Cast': ['Elle Fanning',\n",
+       "   'Dane DeHaan',\n",
+       "   'Carly Rae Jepsen',\n",
+       "   'Maddie Ziegler'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 89,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Oblivion',\n",
+       "  'Genre': ['Action', 'Adventure', 'Mystery'],\n",
+       "  'Director': 'Joseph Kosinski',\n",
+       "  'Cast': ['Tom Cruise',\n",
+       "   'Morgan Freeman',\n",
+       "   'Andrea Riseborough',\n",
+       "   'Olga Kurylenko'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 89020000.0},\n",
+       " {'Title': '22 Jump Street',\n",
+       "  'Genre': ['Action', 'Comedy', 'Crime'],\n",
+       "  'Director': 'Phil Lord',\n",
+       "  'Cast': ['Channing Tatum', 'Jonah Hill', 'Ice Cube', 'Nick Offerman'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 191620000.0},\n",
+       " {'Title': 'Zodiac',\n",
+       "  'Genre': ['Crime', 'Drama', 'History'],\n",
+       "  'Director': 'David Fincher',\n",
+       "  'Cast': ['Jake Gyllenhaal',\n",
+       "   'Robert Downey Jr.',\n",
+       "   'Mark Ruffalo',\n",
+       "   'Anthony Edwards'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 157,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 33049999.999999996},\n",
+       " {'Title': 'Everybody Wants Some!!',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Richard Linklater',\n",
+       "  'Cast': ['Blake Jenner', 'Tyler Hoechlin', 'Ryan Guzman', 'Zoey Deutch'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 3370000.0},\n",
+       " {'Title': 'Iron Man Three',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Shane Black',\n",
+       "  'Cast': ['Robert Downey Jr.',\n",
+       "   'Guy Pearce',\n",
+       "   'Gwyneth Paltrow',\n",
+       "   'Don Cheadle'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 130,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 408990000.0},\n",
+       " {'Title': 'Now You See Me',\n",
+       "  'Genre': ['Crime', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Louis Leterrier',\n",
+       "  'Cast': ['Jesse Eisenberg', 'Common', 'Mark Ruffalo', 'Woody Harrelson'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 117700000.0},\n",
+       " {'Title': 'Sherlock Holmes',\n",
+       "  'Genre': ['Action', 'Adventure', 'Crime'],\n",
+       "  'Director': 'Guy Ritchie',\n",
+       "  'Cast': ['Robert Downey Jr.', 'Jude Law', 'Rachel McAdams', 'Mark Strong'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 128,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 209020000.0},\n",
+       " {'Title': 'Death Proof',\n",
+       "  'Genre': ['Thriller'],\n",
+       "  'Director': 'Quentin Tarantino',\n",
+       "  'Cast': ['Kurt Russell', 'Zoë Bell', 'Rosario Dawson', 'Vanessa Ferlito'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Danish Girl',\n",
+       "  'Genre': ['Biography', 'Drama', 'Romance'],\n",
+       "  'Director': 'Tom Hooper',\n",
+       "  'Cast': ['Eddie Redmayne', 'Alicia Vikander', 'Amber Heard', 'Ben Whishaw'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 12710000.0},\n",
+       " {'Title': 'Hercules',\n",
+       "  'Genre': ['Action', 'Adventure'],\n",
+       "  'Director': 'Brett Ratner',\n",
+       "  'Cast': ['Dwayne Johnson', 'John Hurt', 'Ian McShane', 'Joseph Fiennes'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 72660000.0},\n",
+       " {'Title': 'Sucker Punch',\n",
+       "  'Genre': ['Action', 'Fantasy'],\n",
+       "  'Director': 'Zack Snyder',\n",
+       "  'Cast': ['Emily Browning',\n",
+       "   'Vanessa Hudgens',\n",
+       "   'Abbie Cornish',\n",
+       "   'Jena Malone'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 36380000.0},\n",
+       " {'Title': 'Keeping Up with the Joneses',\n",
+       "  'Genre': ['Action', 'Comedy'],\n",
+       "  'Director': 'Greg Mottola',\n",
+       "  'Cast': ['Zach Galifianakis', 'Isla Fisher', 'Jon Hamm', 'Gal Gadot'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 14900000.0},\n",
+       " {'Title': 'Jupiter Ascending',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Lana Wachowski',\n",
+       "  'Cast': ['Channing Tatum', 'Mila Kunis', 'Eddie Redmayne', 'Sean Bean'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 127,\n",
+       "  'Rating': 5.3,\n",
+       "  'Revenue': 47380000.0},\n",
+       " {'Title': 'Masterminds',\n",
+       "  'Genre': ['Action', 'Comedy', 'Crime'],\n",
+       "  'Director': 'Jared Hess',\n",
+       "  'Cast': ['Zach Galifianakis', 'Kristen Wiig', 'Owen Wilson', 'Ross Kimball'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 17360000.0},\n",
+       " {'Title': 'Iris',\n",
+       "  'Genre': ['Thriller'],\n",
+       "  'Director': 'Jalil Lespert',\n",
+       "  'Cast': ['Romain Duris',\n",
+       "   'Charlotte Le Bon',\n",
+       "   'Jalil Lespert',\n",
+       "   'Camille Cottin'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Busanhaeng',\n",
+       "  'Genre': ['Action', 'Drama', 'Horror'],\n",
+       "  'Director': 'Sang-ho Yeon',\n",
+       "  'Cast': ['Yoo Gong', 'Soo-an Kim', 'Yu-mi Jung', 'Dong-seok Ma'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 2130000.0},\n",
+       " {'Title': 'Pitch Perfect',\n",
+       "  'Genre': ['Comedy', 'Music', 'Romance'],\n",
+       "  'Director': 'Jason Moore',\n",
+       "  'Cast': ['Anna Kendrick', 'Brittany Snow', 'Rebel Wilson', 'Anna Camp'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 65000000.0},\n",
+       " {'Title': 'Neighbors 2: Sorority Rising',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Nicholas Stoller',\n",
+       "  'Cast': ['Seth Rogen', 'Rose Byrne', 'Zac Efron', 'Chloë Grace Moretz'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 55290000.0},\n",
+       " {'Title': 'The Exception',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'David Leveaux',\n",
+       "  'Cast': ['Lily James',\n",
+       "   'Jai Courtney',\n",
+       "   'Christopher Plummer',\n",
+       "   'Loïs van Wijk'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Man of Steel',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Zack Snyder',\n",
+       "  'Cast': ['Henry Cavill', 'Amy Adams', 'Michael Shannon', 'Diane Lane'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 143,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 291020000.0},\n",
+       " {'Title': 'The Choice',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Ross Katz',\n",
+       "  'Cast': ['Benjamin Walker',\n",
+       "   'Teresa Palmer',\n",
+       "   'Alexandra Daddario',\n",
+       "   'Maggie Grace'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 18710000.0},\n",
+       " {'Title': 'Ice Age: Collision Course',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Mike Thurmeier',\n",
+       "  'Cast': ['Ray Romano', 'Denis Leary', 'John Leguizamo', 'Chris Wedge'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 64060000.0},\n",
+       " {'Title': 'The Devil Wears Prada',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'David Frankel',\n",
+       "  'Cast': ['Anne Hathaway', 'Meryl Streep', 'Adrian Grenier', 'Emily Blunt'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 124730000.0},\n",
+       " {'Title': 'The Infiltrator',\n",
+       "  'Genre': ['Biography', 'Crime', 'Drama'],\n",
+       "  'Director': 'Brad Furman',\n",
+       "  'Cast': ['Bryan Cranston', 'John Leguizamo', 'Diane Kruger', 'Amy Ryan'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 127,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 15430000.0},\n",
+       " {'Title': 'There Will Be Blood',\n",
+       "  'Genre': ['Drama', 'History'],\n",
+       "  'Director': 'Paul Thomas Anderson',\n",
+       "  'Cast': ['Daniel Day-Lewis', 'Paul Dano', 'Ciarán Hinds', 'Martin Stringer'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 158,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 40220000.0},\n",
+       " {'Title': 'The Equalizer',\n",
+       "  'Genre': ['Action', 'Crime', 'Thriller'],\n",
+       "  'Director': 'Antoine Fuqua',\n",
+       "  'Cast': ['Denzel                      Washington',\n",
+       "   'Marton Csokas',\n",
+       "   'Chloë Grace Moretz',\n",
+       "   'David Harbour'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 132,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 101530000.0},\n",
+       " {'Title': 'Lone Survivor',\n",
+       "  'Genre': ['Action', 'Biography', 'Drama'],\n",
+       "  'Director': 'Peter Berg',\n",
+       "  'Cast': ['Mark Wahlberg', 'Taylor Kitsch', 'Emile Hirsch', 'Ben Foster'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 121,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 125070000.0},\n",
+       " {'Title': 'The Cabin in the Woods',\n",
+       "  'Genre': ['Horror'],\n",
+       "  'Director': 'Drew Goddard',\n",
+       "  'Cast': ['Kristen Connolly',\n",
+       "   'Chris Hemsworth',\n",
+       "   'Anna Hutchison',\n",
+       "   'Fran Kranz'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 42040000.0},\n",
+       " {'Title': 'The House Bunny',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Fred Wolf',\n",
+       "  'Cast': ['Anna Faris', 'Colin Hanks', 'Emma Stone', 'Kat Dennings'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 48240000.0},\n",
+       " {'Title': \"She's Out of My League\",\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Jim Field Smith',\n",
+       "  'Cast': ['Jay Baruchel', 'Alice Eve', 'T.J. Miller', 'Mike Vogel'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 31580000.0},\n",
+       " {'Title': 'Inherent Vice',\n",
+       "  'Genre': ['Comedy', 'Crime', 'Drama'],\n",
+       "  'Director': 'Paul Thomas Anderson',\n",
+       "  'Cast': ['Joaquin Phoenix',\n",
+       "   'Josh Brolin',\n",
+       "   'Owen Wilson',\n",
+       "   'Katherine Waterston'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 148,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 8090000.0},\n",
+       " {'Title': 'Alice Through the Looking Glass',\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'James Bobin',\n",
+       "  'Cast': ['Mia Wasikowska',\n",
+       "   'Johnny Depp',\n",
+       "   'Helena Bonham Carter',\n",
+       "   'Anne Hathaway'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 77040000.0},\n",
+       " {'Title': 'Vincent N Roxxy',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Gary Michael Schultz',\n",
+       "  'Cast': ['Emile Hirsch', 'Zoë Kravitz', 'Zoey Deutch', 'Emory Cohen'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Fast and the Furious: Tokyo Drift',\n",
+       "  'Genre': ['Action', 'Crime', 'Thriller'],\n",
+       "  'Director': 'Justin Lin',\n",
+       "  'Cast': ['Lucas Black', 'Zachery Ty Bryan', 'Shad Moss', 'Damien Marzette'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 62490000.0},\n",
+       " {'Title': 'How to Be Single',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Christian Ditter',\n",
+       "  'Cast': ['Dakota Johnson', 'Rebel Wilson', 'Leslie Mann', 'Alison Brie'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 46810000.0},\n",
+       " {'Title': 'The Blind Side',\n",
+       "  'Genre': ['Biography', 'Drama', 'Sport'],\n",
+       "  'Director': 'John Lee Hancock',\n",
+       "  'Cast': ['Quinton Aaron', 'Sandra Bullock', 'Tim McGraw', 'Jae Head'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 129,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 255950000.0},\n",
+       " {'Title': \"La vie d'Adèle\",\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Abdellatif Kechiche',\n",
+       "  'Cast': ['Léa Seydoux',\n",
+       "   'Adèle Exarchopoulos',\n",
+       "   'Salim Kechiouche',\n",
+       "   'Aurélien Recoing'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 180,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 2200000.0},\n",
+       " {'Title': 'The Babadook',\n",
+       "  'Genre': ['Drama', 'Horror'],\n",
+       "  'Director': 'Jennifer Kent',\n",
+       "  'Cast': ['Essie Davis',\n",
+       "   'Noah Wiseman',\n",
+       "   'Daniel Henshall',\n",
+       "   'Hayley McElhinney'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 93,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 920000.0},\n",
+       " {'Title': 'The Hobbit: The Battle of the Five Armies',\n",
+       "  'Genre': ['Adventure', 'Fantasy'],\n",
+       "  'Director': 'Peter Jackson',\n",
+       "  'Cast': ['Ian McKellen',\n",
+       "   'Martin Freeman',\n",
+       "   'Richard Armitage',\n",
+       "   'Cate Blanchett'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 144,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 255110000.0},\n",
+       " {'Title': 'Harry Potter and the Order of the Phoenix',\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'David Yates',\n",
+       "  'Cast': ['Daniel Radcliffe',\n",
+       "   'Emma Watson',\n",
+       "   'Rupert Grint',\n",
+       "   'Brendan Gleeson'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 138,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 292000000.0},\n",
+       " {'Title': 'Snowpiercer',\n",
+       "  'Genre': ['Action', 'Drama', 'Sci-Fi'],\n",
+       "  'Director': 'Bong Joon Ho',\n",
+       "  'Cast': ['Chris Evans', 'Jamie Bell', 'Tilda Swinton', 'Ed Harris'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 126,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 4560000.0},\n",
+       " {'Title': 'The 5th Wave',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'J Blakeson',\n",
+       "  'Cast': ['Chloë Grace Moretz',\n",
+       "   'Matthew Zuk',\n",
+       "   'Gabriela Lopez',\n",
+       "   'Bailey Anne Borders'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 5.2,\n",
+       "  'Revenue': 34910000.0},\n",
+       " {'Title': 'The Stakelander',\n",
+       "  'Genre': ['Action', 'Horror'],\n",
+       "  'Director': 'Dan Berk',\n",
+       "  'Cast': ['Connor Paolo', 'Nick Damici', 'Laura Abramsen', 'A.C. Peterson'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 81,\n",
+       "  'Rating': 5.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Visit',\n",
+       "  'Genre': ['Comedy', 'Horror', 'Thriller'],\n",
+       "  'Director': 'M. Night Shyamalan',\n",
+       "  'Cast': ['Olivia DeJonge',\n",
+       "   'Ed Oxenbould',\n",
+       "   'Deanna Dunagan',\n",
+       "   'Peter McRobbie'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 65069999.99999999},\n",
+       " {'Title': 'Fast Five',\n",
+       "  'Genre': ['Action', 'Crime', 'Thriller'],\n",
+       "  'Director': 'Justin Lin',\n",
+       "  'Cast': ['Vin Diesel', 'Paul Walker', 'Dwayne Johnson', 'Jordana Brewster'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 131,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 209810000.0},\n",
+       " {'Title': 'Step Up',\n",
+       "  'Genre': ['Crime', 'Drama', 'Music'],\n",
+       "  'Director': 'Anne Fletcher',\n",
+       "  'Cast': ['Channing Tatum',\n",
+       "   'Jenna Dewan Tatum',\n",
+       "   'Damaine Radcliff',\n",
+       "   \"De'Shawn Washington\"],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 65269999.99999999},\n",
+       " {'Title': 'Lovesong',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'So Yong Kim',\n",
+       "  'Cast': ['Riley Keough',\n",
+       "   'Jena Malone',\n",
+       "   'Jessie Ok Gray',\n",
+       "   'Cary Joji Fukunaga'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 84,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 10000.0},\n",
+       " {'Title': 'RocknRolla',\n",
+       "  'Genre': ['Action', 'Crime', 'Thriller'],\n",
+       "  'Director': 'Guy Ritchie',\n",
+       "  'Cast': ['Gerard Butler', 'Tom Wilkinson', 'Idris Elba', 'Thandie Newton'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 5690000.0},\n",
+       " {'Title': 'In Time',\n",
+       "  'Genre': ['Action', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Andrew Niccol',\n",
+       "  'Cast': ['Justin Timberlake',\n",
+       "   'Amanda Seyfried',\n",
+       "   'Cillian Murphy',\n",
+       "   'Olivia Wilde'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 37550000.0},\n",
+       " {'Title': 'The Social Network',\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'David Fincher',\n",
+       "  'Cast': ['Jesse Eisenberg',\n",
+       "   'Andrew Garfield',\n",
+       "   'Justin Timberlake',\n",
+       "   'Rooney Mara'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 96920000.0},\n",
+       " {'Title': 'The Last Witch Hunter',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Breck Eisner',\n",
+       "  'Cast': ['Vin Diesel',\n",
+       "   'Rose Leslie',\n",
+       "   'Elijah Wood',\n",
+       "   'Ólafur Darri Ólafsson'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 27360000.0},\n",
+       " {'Title': 'Victor Frankenstein',\n",
+       "  'Genre': ['Drama', 'Horror', 'Sci-Fi'],\n",
+       "  'Director': 'Paul McGuigan',\n",
+       "  'Cast': ['Daniel Radcliffe',\n",
+       "   'James McAvoy',\n",
+       "   'Jessica Brown Findlay',\n",
+       "   'Andrew Scott'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 5770000.0},\n",
+       " {'Title': 'A Street Cat Named Bob',\n",
+       "  'Genre': ['Biography', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Roger Spottiswoode',\n",
+       "  'Cast': ['Luke Treadaway',\n",
+       "   'Bob the Cat',\n",
+       "   'Ruta Gedmintas',\n",
+       "   'Joanne Froggatt'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 40000.0},\n",
+       " {'Title': 'Green Room',\n",
+       "  'Genre': ['Crime', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Jeremy Saulnier',\n",
+       "  'Cast': ['Anton Yelchin', 'Imogen Poots', 'Alia Shawkat', 'Patrick Stewart'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 3220000.0},\n",
+       " {'Title': 'Blackhat',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Michael Mann',\n",
+       "  'Cast': ['Chris Hemsworth', 'Viola Davis', 'Wei Tang', 'Leehom Wang'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 133,\n",
+       "  'Rating': 5.4,\n",
+       "  'Revenue': 7100000.0},\n",
+       " {'Title': 'Storks',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Nicholas Stoller',\n",
+       "  'Cast': ['Andy Samberg',\n",
+       "   'Katie Crown',\n",
+       "   'Kelsey Grammer',\n",
+       "   'Jennifer Aniston'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 87,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 72660000.0},\n",
+       " {'Title': 'American Sniper',\n",
+       "  'Genre': ['Action', 'Biography', 'Drama'],\n",
+       "  'Director': 'Clint Eastwood',\n",
+       "  'Cast': ['Bradley Cooper', 'Sienna Miller', 'Kyle Gallner', 'Cole Konis'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 133,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 350120000.0},\n",
+       " {'Title': 'Dallas Buyers Club',\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'Jean-Marc Vallée',\n",
+       "  'Cast': ['Matthew McConaughey',\n",
+       "   'Jennifer Garner',\n",
+       "   'Jared Leto',\n",
+       "   'Steve Zahn'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 27300000.0},\n",
+       " {'Title': 'Lincoln',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'Steven Spielberg',\n",
+       "  'Cast': ['Daniel Day-Lewis',\n",
+       "   'Sally Field',\n",
+       "   'David Strathairn',\n",
+       "   'Joseph Gordon-Levitt'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 150,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 182200000.0},\n",
+       " {'Title': 'Rush',\n",
+       "  'Genre': ['Action', 'Biography', 'Drama'],\n",
+       "  'Director': 'Ron Howard',\n",
+       "  'Cast': ['Daniel Brühl',\n",
+       "   'Chris Hemsworth',\n",
+       "   'Olivia Wilde',\n",
+       "   'Alexandra Maria Lara'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 26900000.0},\n",
+       " {'Title': 'Before I Wake',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Horror'],\n",
+       "  'Director': 'Mike Flanagan',\n",
+       "  'Cast': ['Kate Bosworth', 'Thomas Jane', 'Jacob Tremblay', 'Annabeth Gish'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Silver Linings Playbook',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'David O. Russell',\n",
+       "  'Cast': ['Bradley Cooper',\n",
+       "   'Jennifer Lawrence',\n",
+       "   'Robert De Niro',\n",
+       "   'Jacki Weaver'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 122,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 132090000.0},\n",
+       " {'Title': 'Tracktown',\n",
+       "  'Genre': ['Drama', 'Sport'],\n",
+       "  'Director': 'Alexi Pappas',\n",
+       "  'Cast': ['Alexi Pappas', 'Chase Offerle', 'Rachel Dratch', 'Andy Buckley'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Fault in Our Stars',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Josh Boone',\n",
+       "  'Cast': ['Shailene Woodley', 'Ansel Elgort', 'Nat Wolff', 'Laura Dern'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 126,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 124870000.0},\n",
+       " {'Title': 'Blended',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Frank Coraci',\n",
+       "  'Cast': ['Adam Sandler',\n",
+       "   'Drew Barrymore',\n",
+       "   'Wendi McLendon-Covey',\n",
+       "   'Kevin Nealon'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 46280000.0},\n",
+       " {'Title': 'Fast & Furious',\n",
+       "  'Genre': ['Action', 'Crime', 'Thriller'],\n",
+       "  'Director': 'Justin Lin',\n",
+       "  'Cast': ['Vin Diesel',\n",
+       "   'Paul Walker',\n",
+       "   'Michelle Rodriguez',\n",
+       "   'Jordana Brewster'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 155020000.0},\n",
+       " {'Title': 'Looper',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'Rian Johnson',\n",
+       "  'Cast': ['Joseph Gordon-Levitt', 'Bruce Willis', 'Emily Blunt', 'Paul Dano'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 66470000.0},\n",
+       " {'Title': 'White House Down',\n",
+       "  'Genre': ['Action', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Roland Emmerich',\n",
+       "  'Cast': ['Channing Tatum',\n",
+       "   'Jamie Foxx',\n",
+       "   'Maggie Gyllenhaal',\n",
+       "   'Jason Clarke'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 131,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 73100000.0},\n",
+       " {'Title': \"Pete's Dragon\",\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'David Lowery',\n",
+       "  'Cast': ['Bryce Dallas Howard',\n",
+       "   'Robert Redford',\n",
+       "   'Oakes Fegley',\n",
+       "   'Oona Laurence'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 76200000.0},\n",
+       " {'Title': 'Spider-Man 3',\n",
+       "  'Genre': ['Action', 'Adventure'],\n",
+       "  'Director': 'Sam Raimi',\n",
+       "  'Cast': ['Tobey Maguire',\n",
+       "   'Kirsten Dunst',\n",
+       "   'Topher Grace',\n",
+       "   'Thomas Haden Church'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 139,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 336530000.0},\n",
+       " {'Title': 'The Three Musketeers',\n",
+       "  'Genre': ['Action', 'Adventure', 'Romance'],\n",
+       "  'Director': 'Paul W.S. Anderson',\n",
+       "  'Cast': ['Logan Lerman',\n",
+       "   'Matthew Macfadyen',\n",
+       "   'Ray Stevenson',\n",
+       "   'Milla Jovovich'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 20320000.0},\n",
+       " {'Title': 'Stardust',\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'Matthew Vaughn',\n",
+       "  'Cast': ['Charlie Cox', 'Claire Danes', 'Sienna Miller', 'Ian McKellen'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 127,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 38350000.0},\n",
+       " {'Title': 'American Hustle',\n",
+       "  'Genre': ['Crime', 'Drama'],\n",
+       "  'Director': 'David O. Russell',\n",
+       "  'Cast': ['Christian Bale',\n",
+       "   'Amy Adams',\n",
+       "   'Bradley Cooper',\n",
+       "   'Jennifer Lawrence'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 138,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 150120000.0},\n",
+       " {'Title': \"Jennifer's Body\",\n",
+       "  'Genre': ['Comedy', 'Horror'],\n",
+       "  'Director': 'Karyn Kusama',\n",
+       "  'Cast': ['Megan Fox', 'Amanda Seyfried', 'Adam Brody', 'Johnny Simmons'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 5.1,\n",
+       "  'Revenue': 16200000.0},\n",
+       " {'Title': 'Midnight in Paris',\n",
+       "  'Genre': ['Comedy', 'Fantasy', 'Romance'],\n",
+       "  'Director': 'Woody Allen',\n",
+       "  'Cast': ['Owen Wilson', 'Rachel McAdams', 'Kathy Bates', 'Kurt Fuller'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 56820000.0},\n",
+       " {'Title': 'Lady Macbeth',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'William Oldroyd',\n",
+       "  'Cast': ['Florence Pugh',\n",
+       "   'Christopher Fairbank',\n",
+       "   'Cosmo Jarvis',\n",
+       "   'Naomi Ackie'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 89,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Joy',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'David O. Russell',\n",
+       "  'Cast': ['Jennifer Lawrence',\n",
+       "   'Robert De Niro',\n",
+       "   'Bradley Cooper',\n",
+       "   'Edgar Ramírez'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 56440000.0},\n",
+       " {'Title': 'The Dressmaker',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Jocelyn Moorhouse',\n",
+       "  'Cast': ['Kate Winslet', 'Judy Davis', 'Liam Hemsworth', 'Hugo Weaving'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 2020000.0},\n",
+       " {'Title': 'Café Society',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Woody Allen',\n",
+       "  'Cast': ['Jesse Eisenberg',\n",
+       "   'Kristen Stewart',\n",
+       "   'Steve Carell',\n",
+       "   'Blake Lively'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 11080000.0},\n",
+       " {'Title': 'Insurgent',\n",
+       "  'Genre': ['Adventure', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Robert Schwentke',\n",
+       "  'Cast': ['Shailene Woodley', 'Ansel Elgort', 'Theo James', 'Kate Winslet'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 130000000.0},\n",
+       " {'Title': 'Seventh Son',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Sergei Bodrov',\n",
+       "  'Cast': ['Ben Barnes', 'Julianne Moore', 'Jeff Bridges', 'Alicia Vikander'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 17180000.0},\n",
+       " {'Title': 'The Theory of Everything',\n",
+       "  'Genre': ['Biography', 'Drama', 'Romance'],\n",
+       "  'Director': 'James Marsh',\n",
+       "  'Cast': ['Eddie Redmayne', 'Felicity Jones', 'Tom Prior', 'Sophie Perry'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 35890000.0},\n",
+       " {'Title': 'This Is the End',\n",
+       "  'Genre': ['Comedy', 'Fantasy'],\n",
+       "  'Director': 'Evan Goldberg',\n",
+       "  'Cast': ['James Franco', 'Jonah Hill', 'Seth Rogen', 'Jay Baruchel'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 101470000.0},\n",
+       " {'Title': 'About Time',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Fantasy'],\n",
+       "  'Director': 'Richard Curtis',\n",
+       "  'Cast': ['Domhnall Gleeson', 'Rachel McAdams', 'Bill Nighy', 'Lydia Wilson'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 15290000.0},\n",
+       " {'Title': 'Step Brothers',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Adam McKay',\n",
+       "  'Cast': ['Will Ferrell',\n",
+       "   'John C. Reilly',\n",
+       "   'Mary Steenburgen',\n",
+       "   'Richard Jenkins'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 100470000.0},\n",
+       " {'Title': 'Clown',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'Jon Watts',\n",
+       "  'Cast': ['Andy Powers',\n",
+       "   'Laura Allen',\n",
+       "   'Peter Stormare',\n",
+       "   'Christian Distefano'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 50000.0},\n",
+       " {'Title': 'Star Trek Into Darkness',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'J.J. Abrams',\n",
+       "  'Cast': ['Chris Pine',\n",
+       "   'Zachary Quinto',\n",
+       "   'Zoe Saldana',\n",
+       "   'Benedict Cumberbatch'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 132,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 228760000.0},\n",
+       " {'Title': 'Zombieland',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Horror'],\n",
+       "  'Director': 'Ruben Fleischer',\n",
+       "  'Cast': ['Jesse Eisenberg',\n",
+       "   'Emma Stone',\n",
+       "   'Woody Harrelson',\n",
+       "   'Abigail Breslin'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 75590000.0},\n",
+       " {'Title': 'Hail, Caesar!',\n",
+       "  'Genre': ['Comedy', 'Mystery'],\n",
+       "  'Director': 'Ethan Coen',\n",
+       "  'Cast': ['Josh Brolin',\n",
+       "   'George Clooney',\n",
+       "   'Alden Ehrenreich',\n",
+       "   'Ralph Fiennes'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 30000000.0},\n",
+       " {'Title': 'Slumdog Millionaire',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Danny Boyle',\n",
+       "  'Cast': ['Dev Patel', 'Freida Pinto', 'Saurabh Shukla', 'Anil Kapoor'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 141320000.0},\n",
+       " {'Title': 'The Twilight Saga: Breaking Dawn - Part 2',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Fantasy'],\n",
+       "  'Director': 'Bill Condon',\n",
+       "  'Cast': ['Kristen Stewart',\n",
+       "   'Robert Pattinson',\n",
+       "   'Taylor Lautner',\n",
+       "   'Peter Facinelli'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 292300000.0},\n",
+       " {'Title': 'American Wrestler: The Wizard',\n",
+       "  'Genre': ['Drama', 'Sport'],\n",
+       "  'Director': 'Alex Ranarivelo',\n",
+       "  'Cast': ['William Fichtner',\n",
+       "   'Jon Voight',\n",
+       "   'Lia Marie Johnson',\n",
+       "   'Gabriel Basso'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Amazing Spider-Man',\n",
+       "  'Genre': ['Action', 'Adventure'],\n",
+       "  'Director': 'Marc Webb',\n",
+       "  'Cast': ['Andrew Garfield', 'Emma Stone', 'Rhys Ifans', 'Irrfan Khan'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 136,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 262029999.99999997},\n",
+       " {'Title': 'Ben-Hur',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Timur Bekmambetov',\n",
+       "  'Cast': ['Jack Huston',\n",
+       "   'Toby Kebbell',\n",
+       "   'Rodrigo Santoro',\n",
+       "   'Nazanin Boniadi'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 26380000.0},\n",
+       " {'Title': 'Sleight',\n",
+       "  'Genre': ['Action', 'Drama', 'Sci-Fi'],\n",
+       "  'Director': 'J.D. Dillard',\n",
+       "  'Cast': ['Jacob Latimore', 'Seychelle Gabriel', 'Dulé Hill', 'Storm Reid'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 89,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 3850000.0},\n",
+       " {'Title': 'The Maze Runner',\n",
+       "  'Genre': ['Action', 'Mystery', 'Sci-Fi'],\n",
+       "  'Director': 'Wes Ball',\n",
+       "  'Cast': [\"Dylan O'Brien\",\n",
+       "   'Kaya Scodelario',\n",
+       "   'Will Poulter',\n",
+       "   'Thomas Brodie-Sangster'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 102410000.0},\n",
+       " {'Title': 'Criminal',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'Ariel Vromen',\n",
+       "  'Cast': ['Kevin Costner', 'Ryan Reynolds', 'Gal Gadot', 'Gary Oldman'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 14270000.0},\n",
+       " {'Title': 'Wanted',\n",
+       "  'Genre': ['Action', 'Crime', 'Fantasy'],\n",
+       "  'Director': 'Timur Bekmambetov',\n",
+       "  'Cast': ['Angelina Jolie',\n",
+       "   'James McAvoy',\n",
+       "   'Morgan Freeman',\n",
+       "   'Terence Stamp'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 134570000.0},\n",
+       " {'Title': 'Florence Foster Jenkins',\n",
+       "  'Genre': ['Biography', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Stephen Frears',\n",
+       "  'Cast': ['Meryl Streep', 'Hugh Grant', 'Simon Helberg', 'Rebecca Ferguson'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 27370000.0},\n",
+       " {'Title': 'Collide',\n",
+       "  'Genre': ['Action', 'Crime', 'Thriller'],\n",
+       "  'Director': 'Eran Creevy',\n",
+       "  'Cast': ['Nicholas Hoult',\n",
+       "   'Felicity Jones',\n",
+       "   'Anthony Hopkins',\n",
+       "   'Ben Kingsley'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 2200000.0},\n",
+       " {'Title': 'Black Mass',\n",
+       "  'Genre': ['Biography', 'Crime', 'Drama'],\n",
+       "  'Director': 'Scott Cooper',\n",
+       "  'Cast': ['Johnny Depp',\n",
+       "   'Benedict Cumberbatch',\n",
+       "   'Dakota Johnson',\n",
+       "   'Joel Edgerton'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 62560000.0},\n",
+       " {'Title': 'Creed',\n",
+       "  'Genre': ['Drama', 'Sport'],\n",
+       "  'Director': 'Ryan Coogler',\n",
+       "  'Cast': ['Michael B. Jordan',\n",
+       "   'Sylvester Stallone',\n",
+       "   'Tessa Thompson',\n",
+       "   'Phylicia Rashad'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 133,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 109710000.0},\n",
+       " {'Title': 'Swiss Army Man',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Dan Kwan',\n",
+       "  'Cast': ['Paul Dano',\n",
+       "   'Daniel Radcliffe',\n",
+       "   'Mary Elizabeth Winstead',\n",
+       "   'Antonia Ribero'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 4210000.0},\n",
+       " {'Title': 'The Expendables 3',\n",
+       "  'Genre': ['Action', 'Adventure', 'Thriller'],\n",
+       "  'Director': 'Patrick Hughes',\n",
+       "  'Cast': ['Sylvester Stallone',\n",
+       "   'Jason Statham',\n",
+       "   'Jet Li',\n",
+       "   'Antonio Banderas'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 126,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 39290000.0},\n",
+       " {'Title': 'What We Do in the Shadows',\n",
+       "  'Genre': ['Comedy', 'Fantasy', 'Horror'],\n",
+       "  'Director': 'Jemaine Clement',\n",
+       "  'Cast': ['Jemaine Clement',\n",
+       "   'Taika Waititi',\n",
+       "   'Cori Gonzalez-Macuer',\n",
+       "   'Jonny Brugh'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 86,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 3330000.0},\n",
+       " {'Title': 'Southpaw',\n",
+       "  'Genre': ['Drama', 'Sport'],\n",
+       "  'Director': 'Antoine Fuqua',\n",
+       "  'Cast': ['Jake Gyllenhaal',\n",
+       "   'Rachel McAdams',\n",
+       "   'Oona Laurence',\n",
+       "   'Forest Whitaker'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 52420000.0},\n",
+       " {'Title': 'Hush',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'Mike Flanagan',\n",
+       "  'Cast': ['John Gallagher Jr.',\n",
+       "   'Kate Siegel',\n",
+       "   'Michael Trucco',\n",
+       "   'Samantha Sloyan'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 81,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Bridge of Spies',\n",
+       "  'Genre': ['Drama', 'History', 'Thriller'],\n",
+       "  'Director': 'Steven Spielberg',\n",
+       "  'Cast': ['Tom Hanks', 'Mark Rylance', 'Alan Alda', 'Amy Ryan'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 142,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 72310000.0},\n",
+       " {'Title': 'The Lego Movie',\n",
+       "  'Genre': ['Animation', 'Action', 'Adventure'],\n",
+       "  'Director': 'Phil Lord',\n",
+       "  'Cast': ['Chris Pratt', 'Will Ferrell', 'Elizabeth Banks', 'Will Arnett'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 257760000.0},\n",
+       " {'Title': 'Everest',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Baltasar Kormákur',\n",
+       "  'Cast': ['Jason Clarke',\n",
+       "   'Ang Phula Sherpa',\n",
+       "   'Thomas M. Wright',\n",
+       "   'Martin Henderson'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 121,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 43250000.0},\n",
+       " {'Title': 'Pixels',\n",
+       "  'Genre': ['Action', 'Comedy', 'Family'],\n",
+       "  'Director': 'Chris Columbus',\n",
+       "  'Cast': ['Adam Sandler',\n",
+       "   'Kevin James',\n",
+       "   'Michelle Monaghan',\n",
+       "   'Peter Dinklage'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 78750000.0},\n",
+       " {'Title': 'Robin Hood',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Ridley Scott',\n",
+       "  'Cast': ['Russell Crowe',\n",
+       "   'Cate Blanchett',\n",
+       "   'Matthew Macfadyen',\n",
+       "   'Max von Sydow'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 140,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 105220000.0},\n",
+       " {'Title': 'The Wolverine',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'James Mangold',\n",
+       "  'Cast': ['Hugh Jackman', 'Will Yun Lee', 'Tao Okamoto', 'Rila Fukushima'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 126,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 132550000.00000001},\n",
+       " {'Title': 'John Carter',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Andrew Stanton',\n",
+       "  'Cast': ['Taylor Kitsch', 'Lynn Collins', 'Willem Dafoe', 'Samantha Morton'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 132,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 73060000.0},\n",
+       " {'Title': 'Keanu',\n",
+       "  'Genre': ['Action', 'Comedy'],\n",
+       "  'Director': 'Peter Atencio',\n",
+       "  'Cast': ['Keegan-Michael Key',\n",
+       "   'Jordan Peele',\n",
+       "   'Tiffany Haddish',\n",
+       "   'Method Man'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 20570000.0},\n",
+       " {'Title': 'The Gunman',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'Pierre Morel',\n",
+       "  'Cast': ['Sean Penn', 'Idris Elba', 'Jasmine Trinca', 'Javier Bardem'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 10640000.0},\n",
+       " {'Title': 'Steve Jobs',\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'Danny Boyle',\n",
+       "  'Cast': ['Michael   Fassbender',\n",
+       "   'Kate Winslet',\n",
+       "   'Seth Rogen',\n",
+       "   'Jeff Daniels'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 122,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 17750000.0},\n",
+       " {'Title': 'Whisky Galore',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Gillies MacKinnon',\n",
+       "  'Cast': ['Tim Pigott-Smith',\n",
+       "   'Naomi Battrick',\n",
+       "   'Ellie Kendrick',\n",
+       "   'James Cosmo'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 5.0,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Grown Ups 2',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Dennis Dugan',\n",
+       "  'Cast': ['Adam Sandler', 'Kevin James', 'Chris Rock', 'David Spade'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 5.4,\n",
+       "  'Revenue': 133669999.99999999},\n",
+       " {'Title': 'The Age of Adaline',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Romance'],\n",
+       "  'Director': 'Lee Toland Krieger',\n",
+       "  'Cast': ['Blake Lively', 'Michiel Huisman', 'Harrison Ford', 'Kathy Baker'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 42480000.0},\n",
+       " {'Title': 'The Incredible Hulk',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Louis Leterrier',\n",
+       "  'Cast': ['Edward Norton', 'Liv Tyler', 'Tim Roth', 'William Hurt'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 134520000.0},\n",
+       " {'Title': 'Couples Retreat',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Peter Billingsley',\n",
+       "  'Cast': ['Vince Vaughn', 'Malin Akerman', 'Jon Favreau', 'Jason Bateman'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 109180000.0},\n",
+       " {'Title': 'Absolutely Anything',\n",
+       "  'Genre': ['Comedy', 'Sci-Fi'],\n",
+       "  'Director': 'Terry Jones',\n",
+       "  'Cast': ['Simon Pegg', 'Kate Beckinsale', 'Sanjeev Bhaskar', 'Rob Riggle'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 85,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Magic Mike',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Steven Soderbergh',\n",
+       "  'Cast': ['Channing Tatum',\n",
+       "   'Alex Pettyfer',\n",
+       "   'Olivia Munn',\n",
+       "   'Matthew McConaughey'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 113710000.0},\n",
+       " {'Title': 'Minions',\n",
+       "  'Genre': ['Animation', 'Action', 'Adventure'],\n",
+       "  'Director': 'Kyle Balda',\n",
+       "  'Cast': ['Sandra Bullock', 'Jon Hamm', 'Michael Keaton', 'Pierre Coffin'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 91,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 336030000.0},\n",
+       " {'Title': 'The Black Room',\n",
+       "  'Genre': ['Horror'],\n",
+       "  'Director': 'Rolfe Kanefsky',\n",
+       "  'Cast': ['Natasha Henstridge',\n",
+       "   'Lukas Hassel',\n",
+       "   'Lin Shaye',\n",
+       "   'Dominique Swain'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 91,\n",
+       "  'Rating': 3.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Bronson',\n",
+       "  'Genre': ['Action', 'Biography', 'Crime'],\n",
+       "  'Director': 'Nicolas Winding Refn',\n",
+       "  'Cast': ['Tom Hardy', 'Kelly Adams', 'Luing Andrews', 'Katy Barker'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 100000.0},\n",
+       " {'Title': 'Despicable Me',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Pierre Coffin',\n",
+       "  'Cast': ['Steve Carell', 'Jason Segel', 'Russell Brand', 'Julie Andrews'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 251500000.0},\n",
+       " {'Title': 'The Best of Me',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Michael Hoffman',\n",
+       "  'Cast': ['James Marsden',\n",
+       "   'Michelle Monaghan',\n",
+       "   'Luke Bracey',\n",
+       "   'Liana Liberato'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 26760000.0},\n",
+       " {'Title': 'The Invitation',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Karyn Kusama',\n",
+       "  'Cast': ['Logan Marshall-Green',\n",
+       "   'Emayatzy Corinealdi',\n",
+       "   'Michiel Huisman',\n",
+       "   'Tammy Blanchard'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 230000.0},\n",
+       " {'Title': 'Zero Dark Thirty',\n",
+       "  'Genre': ['Drama', 'History', 'Thriller'],\n",
+       "  'Director': 'Kathryn Bigelow',\n",
+       "  'Cast': ['Jessica Chastain', 'Joel Edgerton', 'Chris Pratt', 'Mark Strong'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 157,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 95720000.0},\n",
+       " {'Title': 'Tangled',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Nathan Greno',\n",
+       "  'Cast': ['Mandy Moore', 'Zachary Levi', 'Donna Murphy', 'Ron Perlman'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 200810000.0},\n",
+       " {'Title': 'The Hunger Games: Mockingjay - Part 2',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Francis Lawrence',\n",
+       "  'Cast': ['Jennifer Lawrence',\n",
+       "   'Josh Hutcherson',\n",
+       "   'Liam Hemsworth',\n",
+       "   'Woody Harrelson'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 137,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 281670000.0},\n",
+       " {'Title': 'Vacation',\n",
+       "  'Genre': ['Adventure', 'Comedy'],\n",
+       "  'Director': 'John Francis Daley',\n",
+       "  'Cast': ['Ed Helms',\n",
+       "   'Christina Applegate',\n",
+       "   'Skyler Gisondo',\n",
+       "   'Steele Stebbins'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 58880000.0},\n",
+       " {'Title': 'Taken',\n",
+       "  'Genre': ['Action', 'Thriller'],\n",
+       "  'Director': 'Pierre Morel',\n",
+       "  'Cast': ['Liam Neeson', 'Maggie Grace', 'Famke Janssen', 'Leland Orser'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 93,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 145000000.0},\n",
+       " {'Title': 'Pitch Perfect 2',\n",
+       "  'Genre': ['Comedy', 'Music'],\n",
+       "  'Director': 'Elizabeth Banks',\n",
+       "  'Cast': ['Anna Kendrick',\n",
+       "   'Rebel Wilson',\n",
+       "   'Hailee Steinfeld',\n",
+       "   'Brittany Snow'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 183440000.0},\n",
+       " {'Title': 'Monsters University',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Dan Scanlon',\n",
+       "  'Cast': ['Billy Crystal', 'John Goodman', 'Steve Buscemi', 'Helen Mirren'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 268490000.0},\n",
+       " {'Title': 'Elle',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Paul Verhoeven',\n",
+       "  'Cast': ['Isabelle Huppert',\n",
+       "   'Laurent Lafitte',\n",
+       "   'Anne Consigny',\n",
+       "   'Charles Berling'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 130,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Mechanic: Resurrection',\n",
+       "  'Genre': ['Action', 'Adventure', 'Crime'],\n",
+       "  'Director': 'Dennis Gansel',\n",
+       "  'Cast': ['Jason Statham',\n",
+       "   'Jessica Alba',\n",
+       "   'Tommy Lee Jones',\n",
+       "   'Michelle Yeoh'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 21200000.0},\n",
+       " {'Title': 'Tusk',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Horror'],\n",
+       "  'Director': 'Kevin Smith',\n",
+       "  'Cast': ['Justin Long',\n",
+       "   'Michael Parks',\n",
+       "   'Haley Joel Osment',\n",
+       "   'Genesis Rodriguez'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 5.4,\n",
+       "  'Revenue': 1820000.0},\n",
+       " {'Title': \"The Headhunter's Calling\",\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Mark Williams',\n",
+       "  'Cast': ['Alison Brie', 'Gerard Butler', 'Willem Dafoe', 'Gretchen Mol'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Atonement',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Romance'],\n",
+       "  'Director': 'Joe Wright',\n",
+       "  'Cast': ['Keira Knightley',\n",
+       "   'James McAvoy',\n",
+       "   'Brenda Blethyn',\n",
+       "   'Saoirse Ronan'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 50920000.0},\n",
+       " {'Title': 'Harry Potter and the Deathly Hallows: Part 1',\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'David Yates',\n",
+       "  'Cast': ['Daniel Radcliffe', 'Emma Watson', 'Rupert Grint', 'Bill Nighy'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 146,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 294980000.0},\n",
+       " {'Title': 'Shame',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Steve McQueen',\n",
+       "  'Cast': ['Michael        Fassbender',\n",
+       "   'Carey Mulligan',\n",
+       "   'James Badge Dale',\n",
+       "   'Lucy Walters'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 4000000.0},\n",
+       " {'Title': 'Hanna',\n",
+       "  'Genre': ['Action', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Joe Wright',\n",
+       "  'Cast': ['Saoirse Ronan', 'Cate Blanchett', 'Eric Bana', 'Vicky Krieps'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 40250000.0},\n",
+       " {'Title': 'The Babysitters',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'David Ross',\n",
+       "  'Cast': ['Lauren Birkell',\n",
+       "   'Paul Borghese',\n",
+       "   'Chira Cassel',\n",
+       "   'Anthony Cirillo'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 40000.0},\n",
+       " {'Title': 'Pride and Prejudice and Zombies',\n",
+       "  'Genre': ['Action', 'Horror', 'Romance'],\n",
+       "  'Director': 'Burr Steers',\n",
+       "  'Cast': ['Lily James', 'Sam Riley', 'Jack Huston', 'Bella Heathcote'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 10910000.0},\n",
+       " {'Title': '300: Rise of an Empire',\n",
+       "  'Genre': ['Action', 'Drama', 'Fantasy'],\n",
+       "  'Director': 'Noam Murro',\n",
+       "  'Cast': ['Sullivan Stapleton', 'Eva Green', 'Lena Headey', 'Hans Matheson'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 106370000.0},\n",
+       " {'Title': 'London Has Fallen',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'Babak Najafi',\n",
+       "  'Cast': ['Gerard Butler',\n",
+       "   'Aaron Eckhart',\n",
+       "   'Morgan Freeman',\n",
+       "   'Angela Bassett'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 62400000.0},\n",
+       " {'Title': 'The Curious Case of Benjamin Button',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Romance'],\n",
+       "  'Director': 'David Fincher',\n",
+       "  'Cast': ['Brad Pitt', 'Cate Blanchett', 'Tilda Swinton', 'Julia Ormond'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 166,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 127490000.0},\n",
+       " {'Title': 'Sin City: A Dame to Kill For',\n",
+       "  'Genre': ['Action', 'Crime', 'Thriller'],\n",
+       "  'Director': 'Frank Miller',\n",
+       "  'Cast': ['Mickey Rourke',\n",
+       "   'Jessica Alba',\n",
+       "   'Josh Brolin',\n",
+       "   'Joseph Gordon-Levitt'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 13750000.0},\n",
+       " {'Title': 'The Bourne Ultimatum',\n",
+       "  'Genre': ['Action', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Paul Greengrass',\n",
+       "  'Cast': ['Matt Damon', 'Edgar Ramírez', 'Joan Allen', 'Julia Stiles'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 227140000.0},\n",
+       " {'Title': 'Srpski film',\n",
+       "  'Genre': ['Horror', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Srdjan Spasojevic',\n",
+       "  'Cast': [\"Srdjan 'Zika' Todorovic\",\n",
+       "   'Sergej Trifunovic',\n",
+       "   'Jelena Gavrilovic',\n",
+       "   'Slobodan Bestic'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 5.2,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Purge: Election Year',\n",
+       "  'Genre': ['Action', 'Horror', 'Sci-Fi'],\n",
+       "  'Director': 'James DeMonaco',\n",
+       "  'Cast': ['Frank Grillo',\n",
+       "   'Elizabeth Mitchell',\n",
+       "   'Mykelti Williamson',\n",
+       "   'Joseph Julian Soria'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 79000000.0},\n",
+       " {'Title': '3 Idiots',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Rajkumar Hirani',\n",
+       "  'Cast': ['Aamir Khan', 'Madhavan', 'Mona Singh', 'Sharman Joshi'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 170,\n",
+       "  'Rating': 8.4,\n",
+       "  'Revenue': 6520000.0},\n",
+       " {'Title': 'Zoolander 2',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Ben Stiller',\n",
+       "  'Cast': ['Ben Stiller', 'Owen Wilson', 'Penélope Cruz', 'Will Ferrell'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 4.7,\n",
+       "  'Revenue': 28840000.0},\n",
+       " {'Title': 'World War Z',\n",
+       "  'Genre': ['Action', 'Adventure', 'Horror'],\n",
+       "  'Director': 'Marc Forster',\n",
+       "  'Cast': ['Brad Pitt',\n",
+       "   'Mireille Enos',\n",
+       "   'Daniella Kertesz',\n",
+       "   'James Badge Dale'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 202350000.0},\n",
+       " {'Title': 'Mission: Impossible - Ghost Protocol',\n",
+       "  'Genre': ['Action', 'Adventure', 'Thriller'],\n",
+       "  'Director': 'Brad Bird',\n",
+       "  'Cast': ['Tom Cruise', 'Jeremy Renner', 'Simon Pegg', 'Paula Patton'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 132,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 209360000.0},\n",
+       " {'Title': 'Let Me Make You a Martyr',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'Corey Asraf',\n",
+       "  'Cast': ['Marilyn Manson',\n",
+       "   'Mark Boone Junior',\n",
+       "   'Sam Quartin',\n",
+       "   'Niko Nicotera'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Filth',\n",
+       "  'Genre': ['Comedy', 'Crime', 'Drama'],\n",
+       "  'Director': 'Jon S. Baird',\n",
+       "  'Cast': ['James McAvoy', 'Jamie Bell', 'Eddie Marsan', 'Imogen Poots'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 30000.0},\n",
+       " {'Title': 'The Longest Ride',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'George Tillman Jr.',\n",
+       "  'Cast': ['Scott Eastwood', 'Britt Robertson', 'Alan Alda', 'Jack Huston'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 37430000.0},\n",
+       " {'Title': 'The imposible',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'J.A. Bayona',\n",
+       "  'Cast': ['Naomi Watts', 'Ewan McGregor', 'Tom Holland', 'Oaklee Pendergast'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 19000000.0},\n",
+       " {'Title': 'Kick-Ass 2',\n",
+       "  'Genre': ['Action', 'Comedy', 'Crime'],\n",
+       "  'Director': 'Jeff Wadlow',\n",
+       "  'Cast': ['Aaron Taylor-Johnson',\n",
+       "   'Chloë Grace Moretz',\n",
+       "   'Christopher Mintz-Plasse',\n",
+       "   'Jim Carrey'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 28750000.0},\n",
+       " {'Title': 'Folk Hero & Funny Guy',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Jeff Grace',\n",
+       "  'Cast': ['Alex Karpovsky',\n",
+       "   'Wyatt Russell',\n",
+       "   'Meredith Hagner',\n",
+       "   'Melanie Lynskey'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Oz the Great and Powerful',\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'Sam Raimi',\n",
+       "  'Cast': ['James Franco', 'Michelle Williams', 'Rachel Weisz', 'Mila Kunis'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 130,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 234900000.0},\n",
+       " {'Title': 'Brooklyn',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'John Crowley',\n",
+       "  'Cast': ['Saoirse Ronan',\n",
+       "   'Emory Cohen',\n",
+       "   'Domhnall Gleeson',\n",
+       "   'Jim Broadbent'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 38320000.0},\n",
+       " {'Title': 'Coraline',\n",
+       "  'Genre': ['Animation', 'Family', 'Fantasy'],\n",
+       "  'Director': 'Henry Selick',\n",
+       "  'Cast': ['Dakota Fanning',\n",
+       "   'Teri Hatcher',\n",
+       "   'John Hodgman',\n",
+       "   'Jennifer Saunders'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 75280000.0},\n",
+       " {'Title': 'Blue Valentine',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Derek Cianfrance',\n",
+       "  'Cast': ['Ryan Gosling', 'Michelle Williams', 'John Doman', 'Faith Wladyka'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 9700000.0},\n",
+       " {'Title': 'The Thinning',\n",
+       "  'Genre': ['Thriller'],\n",
+       "  'Director': 'Michael J. Gallagher',\n",
+       "  'Cast': ['Logan Paul', 'Peyton List', 'Lia Marie Johnson', 'Calum Worthy'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 81,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Silent Hill',\n",
+       "  'Genre': ['Adventure', 'Horror', 'Mystery'],\n",
+       "  'Director': 'Christophe Gans',\n",
+       "  'Cast': ['Radha Mitchell',\n",
+       "   'Laurie Holden',\n",
+       "   'Sean Bean',\n",
+       "   'Deborah Kara Unger'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 125,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 46980000.0},\n",
+       " {'Title': 'Dredd',\n",
+       "  'Genre': ['Action', 'Sci-Fi'],\n",
+       "  'Director': 'Pete Travis',\n",
+       "  'Cast': ['Karl Urban', 'Olivia Thirlby', 'Lena Headey', 'Rachel Wood'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 13400000.0},\n",
+       " {'Title': 'Hunt for the Wilderpeople',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Taika Waititi',\n",
+       "  'Cast': ['Sam Neill', 'Julian Dennison', 'Rima Te Wiata', 'Rachel House'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 5200000.0},\n",
+       " {'Title': 'Big Hero 6',\n",
+       "  'Genre': ['Animation', 'Action', 'Adventure'],\n",
+       "  'Director': 'Don Hall',\n",
+       "  'Cast': ['Ryan Potter', 'Scott Adsit', 'Jamie Chung', 'T.J. Miller'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 222490000.0},\n",
+       " {'Title': 'Carrie',\n",
+       "  'Genre': ['Drama', 'Horror'],\n",
+       "  'Director': 'Kimberly Peirce',\n",
+       "  'Cast': ['Chloë Grace Moretz',\n",
+       "   'Julianne Moore',\n",
+       "   'Gabriella Wilde',\n",
+       "   'Portia Doubleday'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 35270000.0},\n",
+       " {'Title': 'Iron Man 2',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Jon Favreau',\n",
+       "  'Cast': ['Robert Downey Jr.',\n",
+       "   'Mickey Rourke',\n",
+       "   'Gwyneth Paltrow',\n",
+       "   'Don Cheadle'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 312060000.0},\n",
+       " {'Title': 'Demolition',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Jean-Marc Vallée',\n",
+       "  'Cast': ['Jake Gyllenhaal', 'Naomi Watts', 'Chris Cooper', 'Judah Lewis'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 1820000.0},\n",
+       " {'Title': 'Pandorum',\n",
+       "  'Genre': ['Action', 'Horror', 'Mystery'],\n",
+       "  'Director': 'Christian Alvart',\n",
+       "  'Cast': ['Dennis Quaid', 'Ben Foster', 'Cam Gigandet', 'Antje Traue'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 10330000.0},\n",
+       " {'Title': 'Olympus Has Fallen',\n",
+       "  'Genre': ['Action', 'Thriller'],\n",
+       "  'Director': 'Antoine Fuqua',\n",
+       "  'Cast': ['Gerard Butler',\n",
+       "   'Aaron Eckhart',\n",
+       "   'Morgan Freeman',\n",
+       "   'Angela Bassett'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 98900000.0},\n",
+       " {'Title': 'I Am Number Four',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'D.J. Caruso',\n",
+       "  'Cast': ['Alex Pettyfer',\n",
+       "   'Timothy Olyphant',\n",
+       "   'Dianna Agron',\n",
+       "   'Teresa Palmer'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 55090000.0},\n",
+       " {'Title': 'Jagten',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Thomas Vinterberg',\n",
+       "  'Cast': ['Mads Mikkelsen',\n",
+       "   'Thomas Bo Larsen',\n",
+       "   'Annika Wedderkopp',\n",
+       "   'Lasse Fogelstrøm'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 8.3,\n",
+       "  'Revenue': 610000.0},\n",
+       " {'Title': 'The Proposal',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Anne Fletcher',\n",
+       "  'Cast': ['Sandra Bullock',\n",
+       "   'Ryan Reynolds',\n",
+       "   'Mary Steenburgen',\n",
+       "   'Craig T. Nelson'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 163950000.0},\n",
+       " {'Title': 'Get Hard',\n",
+       "  'Genre': ['Comedy', 'Crime'],\n",
+       "  'Director': 'Etan Cohen',\n",
+       "  'Cast': ['Will Ferrell', 'Kevin Hart', 'Alison Brie', 'T.I.'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 90350000.0},\n",
+       " {'Title': 'Just Go with It',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Dennis Dugan',\n",
+       "  'Cast': ['Adam Sandler',\n",
+       "   'Jennifer Aniston',\n",
+       "   'Brooklyn Decker',\n",
+       "   'Nicole Kidman'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 103030000.0},\n",
+       " {'Title': 'Revolutionary Road',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Sam Mendes',\n",
+       "  'Cast': ['Leonardo DiCaprio',\n",
+       "   'Kate Winslet',\n",
+       "   'Christopher Fitzgerald',\n",
+       "   'Jonathan Roumie'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 22880000.0},\n",
+       " {'Title': 'The Town',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Ben Affleck',\n",
+       "  'Cast': ['Ben Affleck', 'Rebecca Hall', 'Jon Hamm', 'Jeremy Renner'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 125,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 92170000.0},\n",
+       " {'Title': 'The Boy',\n",
+       "  'Genre': ['Horror', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'William Brent Bell',\n",
+       "  'Cast': ['Lauren Cohan', 'Rupert Evans', 'James Russell', 'Jim Norton'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 35790000.0},\n",
+       " {'Title': 'Denial',\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'Mick Jackson',\n",
+       "  'Cast': ['Rachel Weisz', 'Tom Wilkinson', 'Timothy Spall', 'Andrew Scott'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 4070000.0000000005},\n",
+       " {'Title': 'Predestination',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Sci-Fi'],\n",
+       "  'Director': 'Michael Spierig',\n",
+       "  'Cast': ['Ethan Hawke', 'Sarah Snook', 'Noah Taylor', 'Madeleine West'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Goosebumps',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Family'],\n",
+       "  'Director': 'Rob Letterman',\n",
+       "  'Cast': ['Jack Black', 'Dylan Minnette', 'Odeya Rush', 'Ryan Lee'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 80020000.0},\n",
+       " {'Title': 'Sherlock Holmes: A Game of Shadows',\n",
+       "  'Genre': ['Action', 'Adventure', 'Crime'],\n",
+       "  'Director': 'Guy Ritchie',\n",
+       "  'Cast': ['Robert Downey Jr.', 'Jude Law', 'Jared Harris', 'Rachel McAdams'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 129,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 186830000.0},\n",
+       " {'Title': 'Salt',\n",
+       "  'Genre': ['Action', 'Crime', 'Mystery'],\n",
+       "  'Director': 'Phillip Noyce',\n",
+       "  'Cast': ['Angelina Jolie',\n",
+       "   'Liev Schreiber',\n",
+       "   'Chiwetel Ejiofor',\n",
+       "   'Daniel Olbrychski'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 118310000.0},\n",
+       " {'Title': 'Enemy',\n",
+       "  'Genre': ['Mystery', 'Thriller'],\n",
+       "  'Director': 'Denis Villeneuve',\n",
+       "  'Cast': ['Jake Gyllenhaal',\n",
+       "   'Mélanie Laurent',\n",
+       "   'Sarah Gadon',\n",
+       "   'Isabella Rossellini'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 91,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 1010000.0},\n",
+       " {'Title': 'District 9',\n",
+       "  'Genre': ['Action', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Neill Blomkamp',\n",
+       "  'Cast': ['Sharlto Copley', 'David James', 'Jason Cope', 'Nathalie Boltt'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 115650000.0},\n",
+       " {'Title': 'The Other Guys',\n",
+       "  'Genre': ['Action', 'Comedy', 'Crime'],\n",
+       "  'Director': 'Adam McKay',\n",
+       "  'Cast': ['Will Ferrell', 'Mark Wahlberg', 'Derek Jeter', 'Eva Mendes'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 119220000.0},\n",
+       " {'Title': 'American Gangster',\n",
+       "  'Genre': ['Biography', 'Crime', 'Drama'],\n",
+       "  'Director': 'Ridley Scott',\n",
+       "  'Cast': ['denzel Washington',\n",
+       "   'Russell Crowe',\n",
+       "   'Chiwetel Ejiofor',\n",
+       "   'Josh Brolin'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 157,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 130130000.0},\n",
+       " {'Title': 'Marie Antoinette',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'Sofia Coppola',\n",
+       "  'Cast': ['Kirsten Dunst', 'Jason Schwartzman', 'Rip Torn', 'Judy Davis'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 15960000.0},\n",
+       " {'Title': '2012',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Roland Emmerich',\n",
+       "  'Cast': ['John Cusack', 'Thandie Newton', 'Chiwetel Ejiofor', 'Amanda Peet'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 158,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 166110000.0},\n",
+       " {'Title': 'Harry Potter and the Half-Blood Prince',\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'David Yates',\n",
+       "  'Cast': ['Daniel Radcliffe',\n",
+       "   'Emma Watson',\n",
+       "   'Rupert Grint',\n",
+       "   'Michael Gambon'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 153,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 301960000.0},\n",
+       " {'Title': 'Argo',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'Ben Affleck',\n",
+       "  'Cast': ['Ben Affleck', 'Bryan Cranston', 'John Goodman', 'Alan Arkin'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 136020000.0},\n",
+       " {'Title': 'Eddie the Eagle',\n",
+       "  'Genre': ['Biography', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Dexter Fletcher',\n",
+       "  'Cast': ['Taron Egerton', 'Hugh Jackman', 'Tom Costello', 'Jo Hartley'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 15790000.0},\n",
+       " {'Title': 'The Lives of Others',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'Florian Henckel von Donnersmarck',\n",
+       "  'Cast': ['Ulrich Mühe', 'Martina Gedeck', 'Sebastian Koch', 'Ulrich Tukur'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 137,\n",
+       "  'Rating': 8.5,\n",
+       "  'Revenue': 11280000.0},\n",
+       " {'Title': 'Pet',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'Carles Torrens',\n",
+       "  'Cast': ['Dominic Monaghan',\n",
+       "   'Ksenia Solo',\n",
+       "   'Jennette McCurdy',\n",
+       "   \"Da'Vone McDonald\"],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Paint It Black',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Amber Tamblyn',\n",
+       "  'Cast': ['Alia Shawkat',\n",
+       "   'Nancy Kwan',\n",
+       "   'Annabelle Attanasio',\n",
+       "   'Alfred Molina'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 8.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Macbeth',\n",
+       "  'Genre': ['Drama', 'War'],\n",
+       "  'Director': 'Justin Kurzel',\n",
+       "  'Cast': ['Michael        Fassbender',\n",
+       "   'Marion Cotillard',\n",
+       "   'Jack Madigan',\n",
+       "   'Frank Madigan'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Forgetting Sarah Marshall',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Nicholas Stoller',\n",
+       "  'Cast': ['Kristen Bell', 'Jason Segel', 'Paul Rudd', 'Mila Kunis'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 62880000.0},\n",
+       " {'Title': 'The Giver',\n",
+       "  'Genre': ['Drama', 'Romance', 'Sci-Fi'],\n",
+       "  'Director': 'Phillip Noyce',\n",
+       "  'Cast': ['Brenton Thwaites', 'Jeff Bridges', 'Meryl Streep', 'Taylor Swift'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 45090000.0},\n",
+       " {'Title': 'Triple 9',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'John Hillcoat',\n",
+       "  'Cast': ['Casey Affleck',\n",
+       "   'Chiwetel Ejiofor',\n",
+       "   'Anthony Mackie',\n",
+       "   'Aaron Paul'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 12630000.0},\n",
+       " {'Title': 'Perfetti sconosciuti',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Paolo Genovese',\n",
+       "  'Cast': ['Giuseppe Battiston',\n",
+       "   'Anna Foglietta',\n",
+       "   'Marco Giallini',\n",
+       "   'Edoardo Leo'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Angry Birds',\n",
+       "  'Genre': ['Animation', 'Action', 'Adventure'],\n",
+       "  'Director': 'Clay Kaytis',\n",
+       "  'Cast': ['Jason Sudeikis', 'Josh Gad', 'Danny McBride', 'Maya Rudolph'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 107510000.0},\n",
+       " {'Title': 'Moonrise Kingdom',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Wes Anderson',\n",
+       "  'Cast': ['Jared Gilman', 'Kara Hayward', 'Bruce Willis', 'Bill Murray'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 45510000.0},\n",
+       " {'Title': 'Hairspray',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Family'],\n",
+       "  'Director': 'Adam Shankman',\n",
+       "  'Cast': ['John Travolta',\n",
+       "   'Queen Latifah',\n",
+       "   'Nikki Blonsky',\n",
+       "   'Michelle Pfeiffer'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 118820000.0},\n",
+       " {'Title': 'Safe Haven',\n",
+       "  'Genre': ['Drama', 'Romance', 'Thriller'],\n",
+       "  'Director': 'Lasse Hallström',\n",
+       "  'Cast': ['Julianne Hough', 'Josh Duhamel', 'Cobie Smulders', 'David Lyons'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 71350000.0},\n",
+       " {'Title': 'Focus',\n",
+       "  'Genre': ['Comedy', 'Crime', 'Drama'],\n",
+       "  'Director': 'Glenn Ficarra',\n",
+       "  'Cast': ['Will Smith',\n",
+       "   'Margot Robbie',\n",
+       "   'Rodrigo Santoro',\n",
+       "   'Adrian Martinez'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 53850000.0},\n",
+       " {'Title': 'Ratatouille',\n",
+       "  'Genre': ['Animation', 'Comedy', 'Family'],\n",
+       "  'Director': 'Brad Bird',\n",
+       "  'Cast': ['Brad Garrett', 'Lou Romano', 'Patton Oswalt', 'Ian Holm'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 206440000.0},\n",
+       " {'Title': 'Stake Land',\n",
+       "  'Genre': ['Drama', 'Horror', 'Sci-Fi'],\n",
+       "  'Director': 'Jim Mickle',\n",
+       "  'Cast': ['Connor Paolo', 'Nick Damici', 'Kelly McGillis', 'Gregory Jones'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 20000.0},\n",
+       " {'Title': 'The Book of Eli',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Albert Hughes',\n",
+       "  'Cast': ['Denzel       Washington',\n",
+       "   'Mila Kunis',\n",
+       "   'Ray Stevenson',\n",
+       "   'Gary Oldman'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 94820000.0},\n",
+       " {'Title': 'Cloverfield',\n",
+       "  'Genre': ['Action', 'Horror', 'Sci-Fi'],\n",
+       "  'Director': 'Matt Reeves',\n",
+       "  'Cast': ['Mike Vogel', 'Jessica Lucas', 'Lizzy Caplan', 'T.J. Miller'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 85,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 80030000.0},\n",
+       " {'Title': 'Point Break',\n",
+       "  'Genre': ['Action', 'Crime', 'Sport'],\n",
+       "  'Director': 'Ericson Core',\n",
+       "  'Cast': ['Edgar Ramírez', 'Luke Bracey', 'Ray Winstone', 'Teresa Palmer'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 5.3,\n",
+       "  'Revenue': 28770000.0},\n",
+       " {'Title': 'Under the Skin',\n",
+       "  'Genre': ['Drama', 'Horror', 'Sci-Fi'],\n",
+       "  'Director': 'Jonathan Glazer',\n",
+       "  'Cast': ['Scarlett Johansson',\n",
+       "   'Jeremy McWilliams',\n",
+       "   'Lynsey Taylor Mackay',\n",
+       "   'Dougie McConnell'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 2610000.0},\n",
+       " {'Title': 'I Am Legend',\n",
+       "  'Genre': ['Drama', 'Horror', 'Sci-Fi'],\n",
+       "  'Director': 'Francis Lawrence',\n",
+       "  'Cast': ['Will Smith',\n",
+       "   'Alice Braga',\n",
+       "   'Charlie Tahan',\n",
+       "   'Salli Richardson-Whitfield'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 256390000.0},\n",
+       " {'Title': 'Men in Black 3',\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Barry Sonnenfeld',\n",
+       "  'Cast': ['Will Smith', 'Tommy Lee Jones', 'Josh Brolin', 'Jemaine Clement'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 179020000.0},\n",
+       " {'Title': 'Super 8',\n",
+       "  'Genre': ['Mystery', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'J.J. Abrams',\n",
+       "  'Cast': ['Elle Fanning', 'AJ Michalka', 'Kyle Chandler', 'Joel Courtney'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 126980000.0},\n",
+       " {'Title': 'Law Abiding Citizen',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'F. Gary Gray',\n",
+       "  'Cast': ['Gerard Butler', 'Jamie Foxx', 'Leslie Bibb', 'Colm Meaney'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 73340000.0},\n",
+       " {'Title': 'Up',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Pete Docter',\n",
+       "  'Cast': ['Edward Asner',\n",
+       "   'Jordan Nagai',\n",
+       "   'John Ratzenberger',\n",
+       "   'Christopher Plummer'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 8.3,\n",
+       "  'Revenue': 292980000.0},\n",
+       " {'Title': 'Maze Runner: The Scorch Trials',\n",
+       "  'Genre': ['Action', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Wes Ball',\n",
+       "  'Cast': [\"Dylan O'Brien\",\n",
+       "   'Kaya Scodelario',\n",
+       "   'Thomas Brodie-Sangster',\n",
+       "   'Giancarlo Esposito'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 131,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 81690000.0},\n",
+       " {'Title': 'Carol',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Todd Haynes',\n",
+       "  'Cast': ['Cate Blanchett', 'Rooney Mara', 'Sarah Paulson', 'Kyle Chandler'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 250000.0},\n",
+       " {'Title': 'Imperium',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Daniel Ragussis',\n",
+       "  'Cast': ['Daniel Radcliffe', 'Toni Collette', 'Tracy Letts', 'Sam Trammell'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Youth',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Music'],\n",
+       "  'Director': 'Paolo Sorrentino',\n",
+       "  'Cast': ['Michael Caine', 'Harvey Keitel', 'Rachel Weisz', 'Jane Fonda'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 2700000.0},\n",
+       " {'Title': 'Mr. Nobody',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Romance'],\n",
+       "  'Director': 'Jaco Van Dormael',\n",
+       "  'Cast': ['Jared Leto', 'Sarah Polley', 'Diane Kruger', 'Linh Dan Pham'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 141,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'City of Tiny Lights',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Pete Travis',\n",
+       "  'Cast': ['Riz Ahmed', 'Billie Piper', 'James Floyd', 'Cush Jumbo'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Savages',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Oliver Stone',\n",
+       "  'Cast': ['Aaron Taylor-Johnson',\n",
+       "   'Taylor Kitsch',\n",
+       "   'Blake Lively',\n",
+       "   'Benicio Del Toro'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 131,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 47310000.0},\n",
+       " {'Title': '(500) Days of Summer',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Marc Webb',\n",
+       "  'Cast': ['Zooey Deschanel',\n",
+       "   'Joseph Gordon-Levitt',\n",
+       "   'Geoffrey Arend',\n",
+       "   'Chloë Grace Moretz'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 32390000.0},\n",
+       " {'Title': 'Movie 43',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Elizabeth Banks',\n",
+       "  'Cast': ['Emma Stone', 'Stephen Merchant', 'Richard Gere', 'Liev Schreiber'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 4.3,\n",
+       "  'Revenue': 8830000.0},\n",
+       " {'Title': 'Gravity',\n",
+       "  'Genre': ['Drama', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Alfonso Cuarón',\n",
+       "  'Cast': ['Sandra Bullock',\n",
+       "   'George Clooney',\n",
+       "   'Ed Harris',\n",
+       "   'Orto Ignatiussen'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 91,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 274080000.0},\n",
+       " {'Title': 'The Boy in the Striped Pyjamas',\n",
+       "  'Genre': ['Drama', 'War'],\n",
+       "  'Director': 'Mark Herman',\n",
+       "  'Cast': ['Asa Butterfield',\n",
+       "   'David Thewlis',\n",
+       "   'Rupert Friend',\n",
+       "   \"Zac Mattoon O'Brien\"],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 9030000.0},\n",
+       " {'Title': 'Shooter',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'Antoine Fuqua',\n",
+       "  'Cast': ['Mark Wahlberg', 'Michael Peña', 'Rhona Mitra', 'Danny Glover'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 46980000.0},\n",
+       " {'Title': 'The Happening',\n",
+       "  'Genre': ['Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'M. Night Shyamalan',\n",
+       "  'Cast': ['Mark Wahlberg',\n",
+       "   'Zooey Deschanel',\n",
+       "   'John Leguizamo',\n",
+       "   'Ashlyn Sanchez'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 91,\n",
+       "  'Rating': 5.0,\n",
+       "  'Revenue': 64510000.00000001},\n",
+       " {'Title': 'Bone Tomahawk',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Horror'],\n",
+       "  'Director': 'S. Craig Zahler',\n",
+       "  'Cast': ['Kurt Russell', 'Patrick Wilson', 'Matthew Fox', 'Richard Jenkins'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 132,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 66010000.00000001},\n",
+       " {'Title': 'Magic Mike XXL',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Music'],\n",
+       "  'Director': 'Gregory Jacobs',\n",
+       "  'Cast': ['Channing Tatum',\n",
+       "   'Joe Manganiello',\n",
+       "   'Matt Bomer',\n",
+       "   'Adam Rodriguez'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Easy A',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Will Gluck',\n",
+       "  'Cast': ['Emma Stone', 'Amanda Bynes', 'Penn Badgley', 'Dan Byrd'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 58400000.0},\n",
+       " {'Title': 'Exodus: Gods and Kings',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Ridley Scott',\n",
+       "  'Cast': ['Christian Bale',\n",
+       "   'Joel Edgerton',\n",
+       "   'Ben Kingsley',\n",
+       "   'Sigourney Weaver'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 150,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 65010000.00000001},\n",
+       " {'Title': 'Chappie',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'Neill Blomkamp',\n",
+       "  'Cast': ['Sharlto Copley', 'Dev Patel', 'Hugh Jackman', 'Sigourney Weaver'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 31570000.0},\n",
+       " {'Title': 'The Hobbit: The Desolation of Smaug',\n",
+       "  'Genre': ['Adventure', 'Fantasy'],\n",
+       "  'Director': 'Peter Jackson',\n",
+       "  'Cast': ['Ian McKellen', 'Martin Freeman', 'Richard Armitage', 'Ken Stott'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 161,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 258360000.0},\n",
+       " {'Title': 'Half of a Yellow Sun',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Biyi Bandele',\n",
+       "  'Cast': ['Chiwetel Ejiofor',\n",
+       "   'Thandie Newton',\n",
+       "   'Anika Noni Rose',\n",
+       "   'Joseph Mawle'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 50000.0},\n",
+       " {'Title': 'Anthropoid',\n",
+       "  'Genre': ['Biography', 'History', 'Thriller'],\n",
+       "  'Director': 'Sean Ellis',\n",
+       "  'Cast': ['Jamie Dornan',\n",
+       "   'Cillian Murphy',\n",
+       "   'Brian Caspe',\n",
+       "   'Karel Hermánek Jr.'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 2960000.0},\n",
+       " {'Title': 'The Counselor',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Ridley Scott',\n",
+       "  'Cast': ['Michael   fassbender',\n",
+       "   'Penélope Cruz',\n",
+       "   'Cameron Diaz',\n",
+       "   'Javier Bardem'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 5.3,\n",
+       "  'Revenue': 16970000.0},\n",
+       " {'Title': 'Viking',\n",
+       "  'Genre': ['Action', 'Drama', 'History'],\n",
+       "  'Director': 'Andrey Kravchuk',\n",
+       "  'Cast': ['Anton Adasinsky',\n",
+       "   'Aleksandr Armer',\n",
+       "   'Vilen Babichev',\n",
+       "   'Rostislav Bershauer'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 133,\n",
+       "  'Rating': 4.7,\n",
+       "  'Revenue': 23050000.0},\n",
+       " {'Title': 'Whiskey Tango Foxtrot',\n",
+       "  'Genre': ['Biography', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Glenn Ficarra',\n",
+       "  'Cast': ['Tina Fey', 'Margot Robbie', 'Martin Freeman', 'Alfred Molina'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Trust',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'David Schwimmer',\n",
+       "  'Cast': ['Clive Owen', 'Catherine Keener', 'Liana Liberato', 'Jason Clarke'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 60000.0},\n",
+       " {'Title': 'Birth of the Dragon',\n",
+       "  'Genre': ['Action', 'Biography', 'Drama'],\n",
+       "  'Director': 'George Nolfi',\n",
+       "  'Cast': ['Billy Magnussen', 'Terry Chen', 'Teresa Navarro', 'Vanessa Ross'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 3.9,\n",
+       "  'Revenue': 93050000.0},\n",
+       " {'Title': 'Elysium',\n",
+       "  'Genre': ['Action', 'Drama', 'Sci-Fi'],\n",
+       "  'Director': 'Neill Blomkamp',\n",
+       "  'Cast': ['Matt Damon', 'Jodie Foster', 'Sharlto Copley', 'Alice Braga'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Green Inferno',\n",
+       "  'Genre': ['Adventure', 'Horror'],\n",
+       "  'Director': 'Eli Roth',\n",
+       "  'Cast': ['Lorenza Izzo', 'Ariel Levy', 'Aaron Burns', 'Kirby Bliss Blanton'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 5.4,\n",
+       "  'Revenue': 7190000.0},\n",
+       " {'Title': 'Godzilla',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Gareth Edwards',\n",
+       "  'Cast': ['Aaron Taylor-Johnson',\n",
+       "   'Elizabeth Olsen',\n",
+       "   'Bryan Cranston',\n",
+       "   'Ken Watanabe'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 200660000.0},\n",
+       " {'Title': 'The Bourne Legacy',\n",
+       "  'Genre': ['Action', 'Adventure', 'Mystery'],\n",
+       "  'Director': 'Tony Gilroy',\n",
+       "  'Cast': ['Jeremy Renner', 'Rachel Weisz', 'Edward Norton', 'Scott Glenn'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 135,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 113170000.0},\n",
+       " {'Title': 'A Good Year',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Ridley Scott',\n",
+       "  'Cast': ['Russell Crowe',\n",
+       "   'Abbie Cornish',\n",
+       "   'Albert Finney',\n",
+       "   'Marion Cotillard'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 7460000.0},\n",
+       " {'Title': 'Friend Request',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'Simon Verhoeven',\n",
+       "  'Cast': ['Alycia Debnam-Carey',\n",
+       "   'William Moseley',\n",
+       "   'Connor Paolo',\n",
+       "   'Brit Morgan'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 5.4,\n",
+       "  'Revenue': 64030000.0},\n",
+       " {'Title': 'Deja Vu',\n",
+       "  'Genre': ['Action', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Tony Scott',\n",
+       "  'Cast': ['Denzel Washington', 'Paula Patton', 'Jim Caviezel', 'Val Kilmer'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 126,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Lucy',\n",
+       "  'Genre': ['Action', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Luc Besson',\n",
+       "  'Cast': ['Scarlett Johansson',\n",
+       "   'Morgan Freeman',\n",
+       "   'Min-sik Choi',\n",
+       "   'Amr Waked'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 89,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 126550000.0},\n",
+       " {'Title': 'A Quiet Passion',\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'Terence Davies',\n",
+       "  'Cast': ['Cynthia Nixon', 'Jennifer Ehle', 'Duncan Duff', 'Keith Carradine'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 125,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 1080000.0},\n",
+       " {'Title': 'Need for Speed',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'Scott Waugh',\n",
+       "  'Cast': ['Aaron Paul', 'Dominic Cooper', 'Imogen Poots', 'Scott Mescudi'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 132,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 43570000.0},\n",
+       " {'Title': 'Jack Reacher',\n",
+       "  'Genre': ['Action', 'Crime', 'Mystery'],\n",
+       "  'Director': 'Christopher McQuarrie',\n",
+       "  'Cast': ['Tom Cruise', 'Rosamund Pike', 'Richard Jenkins', 'Werner Herzog'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 130,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 58680000.0},\n",
+       " {'Title': 'The Do-Over',\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Steven Brill',\n",
+       "  'Cast': ['Adam Sandler', 'David Spade', 'Paula Patton', 'Kathryn Hahn'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 540000.0},\n",
+       " {'Title': 'True Crimes',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Alexandros Avranas',\n",
+       "  'Cast': ['Jim Carrey',\n",
+       "   'Charlotte Gainsbourg',\n",
+       "   'Marton Csokas',\n",
+       "   'Kati Outinen'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'American Pastoral',\n",
+       "  'Genre': ['Crime', 'Drama'],\n",
+       "  'Director': 'Ewan McGregor',\n",
+       "  'Cast': ['Ewan McGregor',\n",
+       "   'Jennifer Connelly',\n",
+       "   'Dakota Fanning',\n",
+       "   'Peter Riegert'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Ghost Writer',\n",
+       "  'Genre': ['Mystery', 'Thriller'],\n",
+       "  'Director': 'Roman Polanski',\n",
+       "  'Cast': ['Ewan McGregor',\n",
+       "   'Pierce Brosnan',\n",
+       "   'Olivia Williams',\n",
+       "   'Jon Bernthal'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 128,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 15520000.0},\n",
+       " {'Title': 'Limitless',\n",
+       "  'Genre': ['Mystery', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Neil Burger',\n",
+       "  'Cast': ['Bradley Cooper', 'Anna Friel', 'Abbie Cornish', 'Robert De Niro'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 79240000.0},\n",
+       " {'Title': 'Spectral',\n",
+       "  'Genre': ['Action', 'Mystery', 'Sci-Fi'],\n",
+       "  'Director': 'Nic Mathieu',\n",
+       "  'Cast': ['James Badge Dale',\n",
+       "   'Emily Mortimer',\n",
+       "   'Bruce Greenwood',\n",
+       "   'Max Martini'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'P.S. I Love You',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Richard LaGravenese',\n",
+       "  'Cast': ['Hilary Swank',\n",
+       "   'Gerard Butler',\n",
+       "   'Harry Connick Jr.',\n",
+       "   'Lisa Kudrow'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 126,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 53680000.0},\n",
+       " {'Title': 'Zipper',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'Mora Stephens',\n",
+       "  'Cast': ['Patrick Wilson',\n",
+       "   'Lena Headey',\n",
+       "   'Ray Winstone',\n",
+       "   'Richard Dreyfuss'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Midnight Special',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Sci-Fi'],\n",
+       "  'Director': 'Jeff Nichols',\n",
+       "  'Cast': ['Michael Shannon', 'Joel Edgerton', 'Kirsten Dunst', 'Adam Driver'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 3710000.0},\n",
+       " {'Title': \"Don't Think Twice\",\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Mike Birbiglia',\n",
+       "  'Cast': ['Keegan-Michael Key',\n",
+       "   'Gillian Jacobs',\n",
+       "   'Mike Birbiglia',\n",
+       "   'Chris Gethard'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 4420000.0},\n",
+       " {'Title': 'Alice in Wonderland',\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'Tim Burton',\n",
+       "  'Cast': ['Mia Wasikowska',\n",
+       "   'Johnny Depp',\n",
+       "   'Helena Bonham Carter',\n",
+       "   'Anne Hathaway'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 334190000.0},\n",
+       " {'Title': 'Chuck',\n",
+       "  'Genre': ['Biography', 'Drama', 'Sport'],\n",
+       "  'Director': 'Philippe Falardeau',\n",
+       "  'Cast': ['Elisabeth Moss', 'Naomi Watts', 'Ron Perlman', 'Liev Schreiber'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 110000.0},\n",
+       " {'Title': 'I, Daniel Blake',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Ken Loach',\n",
+       "  'Cast': ['Dave Johns', 'Hayley Squires', 'Sharon Percy', 'Briana Shann'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Break-Up',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Peyton Reed',\n",
+       "  'Cast': ['Jennifer Aniston',\n",
+       "   'Vince Vaughn',\n",
+       "   'Jon Favreau',\n",
+       "   'Joey Lauren Adams'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 118680000.0},\n",
+       " {'Title': 'Loving',\n",
+       "  'Genre': ['Biography', 'Drama', 'Romance'],\n",
+       "  'Director': 'Jeff Nichols',\n",
+       "  'Cast': ['Ruth Negga', 'Joel Edgerton', 'Will Dalton', 'Dean Mumford'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 7700000.0},\n",
+       " {'Title': 'Fantastic Four',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Josh Trank',\n",
+       "  'Cast': ['Miles Teller', 'Kate Mara', 'Michael B. Jordan', 'Jamie Bell'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 4.3,\n",
+       "  'Revenue': 56110000.0},\n",
+       " {'Title': 'The Survivalist',\n",
+       "  'Genre': ['Drama', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Stephen Fingleton',\n",
+       "  'Cast': ['Mia Goth', 'Martin McCann', 'Barry Ward', 'Andrew Simpson'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Colonia',\n",
+       "  'Genre': ['Drama', 'Romance', 'Thriller'],\n",
+       "  'Director': 'Florian Gallenberger',\n",
+       "  'Cast': ['Emma Watson', 'Daniel Brühl', 'Michael Nyqvist', 'Richenda Carey'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Boy Next Door',\n",
+       "  'Genre': ['Mystery', 'Thriller'],\n",
+       "  'Director': 'Rob Cohen',\n",
+       "  'Cast': ['Jennifer Lopez',\n",
+       "   'Ryan Guzman',\n",
+       "   'Kristin Chenoweth',\n",
+       "   'John Corbett'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 91,\n",
+       "  'Rating': 4.6,\n",
+       "  'Revenue': 35390000.0},\n",
+       " {'Title': 'The Gift',\n",
+       "  'Genre': ['Mystery', 'Thriller'],\n",
+       "  'Director': 'Joel Edgerton',\n",
+       "  'Cast': ['Jason Bateman', 'Rebecca Hall', 'Joel Edgerton', 'Allison Tolman'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 43770000.0},\n",
+       " {'Title': 'Dracula Untold',\n",
+       "  'Genre': ['Action', 'Drama', 'Fantasy'],\n",
+       "  'Director': 'Gary Shore',\n",
+       "  'Cast': ['Luke Evans', 'Dominic Cooper', 'Sarah Gadon', 'Art Parkinson'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 55940000.0},\n",
+       " {'Title': 'In the Heart of the Sea',\n",
+       "  'Genre': ['Action', 'Adventure', 'Biography'],\n",
+       "  'Director': 'Ron Howard',\n",
+       "  'Cast': ['Chris Hemsworth',\n",
+       "   'Cillian Murphy',\n",
+       "   'Brendan Gleeson',\n",
+       "   'Ben Whishaw'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 122,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 24990000.0},\n",
+       " {'Title': 'Idiocracy',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Sci-Fi'],\n",
+       "  'Director': 'Mike Judge',\n",
+       "  'Cast': ['Luke Wilson', 'Maya Rudolph', 'Dax Shepard', 'Terry Crews'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 84,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 440000.0},\n",
+       " {'Title': 'The Expendables',\n",
+       "  'Genre': ['Action', 'Adventure', 'Thriller'],\n",
+       "  'Director': 'Sylvester Stallone',\n",
+       "  'Cast': ['Sylvester Stallone', 'Jason Statham', 'Jet Li', 'Dolph Lundgren'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 102980000.0},\n",
+       " {'Title': 'Evil Dead',\n",
+       "  'Genre': ['Fantasy', 'Horror'],\n",
+       "  'Director': 'Fede Alvarez',\n",
+       "  'Cast': ['Jane Levy',\n",
+       "   'Shiloh Fernandez',\n",
+       "   'Jessica Lucas',\n",
+       "   'Lou Taylor Pucci'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 91,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 54240000.0},\n",
+       " {'Title': 'Sinister',\n",
+       "  'Genre': ['Horror', 'Mystery'],\n",
+       "  'Director': 'Scott Derrickson',\n",
+       "  'Cast': ['Ethan Hawke',\n",
+       "   'Juliet Rylance',\n",
+       "   'James Ransone',\n",
+       "   'Fred Dalton Thompson'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 48060000.0},\n",
+       " {'Title': 'Wreck-It Ralph',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Rich Moore',\n",
+       "  'Cast': ['John C. Reilly', 'Jack McBrayer', 'Jane Lynch', 'Sarah Silverman'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 189410000.0},\n",
+       " {'Title': 'Snow White and the Huntsman',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Rupert Sanders',\n",
+       "  'Cast': ['Kristen Stewart',\n",
+       "   'Chris Hemsworth',\n",
+       "   'Charlize Theron',\n",
+       "   'Sam Claflin'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 127,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 155110000.0},\n",
+       " {'Title': 'Pan',\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'Joe Wright',\n",
+       "  'Cast': ['Levi Miller', 'Hugh Jackman', 'Garrett Hedlund', 'Rooney Mara'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 34960000.0},\n",
+       " {'Title': 'Transformers: Dark of the Moon',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Michael Bay',\n",
+       "  'Cast': ['Shia LaBeouf',\n",
+       "   'Rosie Huntington-Whiteley',\n",
+       "   'Tyrese Gibson',\n",
+       "   'Josh Duhamel'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 154,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 352360000.0},\n",
+       " {'Title': 'Juno',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Jason Reitman',\n",
+       "  'Cast': ['Ellen Page', 'Michael Cera', 'Jennifer Garner', 'Jason Bateman'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 143490000.0},\n",
+       " {'Title': 'A Hologram for the King',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Tom Tykwer',\n",
+       "  'Cast': ['Tom Hanks', 'Sarita Choudhury', 'Ben Whishaw', 'Alexander Black'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 4200000.0},\n",
+       " {'Title': 'Money Monster',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Jodie Foster',\n",
+       "  'Cast': ['George Clooney',\n",
+       "   'Julia Roberts',\n",
+       "   \"Jack O'Connell\",\n",
+       "   'Dominic West'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 41010000.0},\n",
+       " {'Title': 'The Other Woman',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Nick Cassavetes',\n",
+       "  'Cast': ['Cameron Diaz',\n",
+       "   'Leslie Mann',\n",
+       "   'Kate Upton',\n",
+       "   'Nikolaj Coster-Waldau'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 83910000.0},\n",
+       " {'Title': 'Enchanted',\n",
+       "  'Genre': ['Animation', 'Comedy', 'Family'],\n",
+       "  'Director': 'Kevin Lima',\n",
+       "  'Cast': ['Amy Adams', 'Susan Sarandon', 'James Marsden', 'Patrick Dempsey'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 127710000.0},\n",
+       " {'Title': 'The Intern',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Nancy Meyers',\n",
+       "  'Cast': ['Robert De Niro', 'Anne Hathaway', 'Rene Russo', 'Anders Holm'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 121,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 75270000.0},\n",
+       " {'Title': 'Little Miss Sunshine',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Jonathan Dayton',\n",
+       "  'Cast': ['Steve Carell', 'Toni Collette', 'Greg Kinnear', 'Abigail Breslin'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 59890000.0},\n",
+       " {'Title': 'Bleed for This',\n",
+       "  'Genre': ['Biography', 'Drama', 'Sport'],\n",
+       "  'Director': 'Ben Younger',\n",
+       "  'Cast': ['Miles Teller', 'Aaron Eckhart', 'Katey Sagal', 'Ciarán Hinds'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 4850000.0},\n",
+       " {'Title': 'Clash of the Titans',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Louis Leterrier',\n",
+       "  'Cast': ['Sam Worthington', 'Liam Neeson', 'Ralph Fiennes', 'Jason Flemyng'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 163190000.0},\n",
+       " {'Title': 'The Finest Hours',\n",
+       "  'Genre': ['Action', 'Drama', 'History'],\n",
+       "  'Director': 'Craig Gillespie',\n",
+       "  'Cast': ['Chris Pine', 'Casey Affleck', 'Ben Foster', 'Eric Bana'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 27550000.0},\n",
+       " {'Title': 'Tron',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Joseph Kosinski',\n",
+       "  'Cast': ['Jeff Bridges',\n",
+       "   'Garrett Hedlund',\n",
+       "   'Olivia Wilde',\n",
+       "   'Bruce Boxleitner'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 125,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 172050000.0},\n",
+       " {'Title': 'The Hunger Games: Catching Fire',\n",
+       "  'Genre': ['Action', 'Adventure', 'Mystery'],\n",
+       "  'Director': 'Francis Lawrence',\n",
+       "  'Cast': ['Jennifer Lawrence',\n",
+       "   'Josh Hutcherson',\n",
+       "   'Liam Hemsworth',\n",
+       "   'Philip Seymour Hoffman'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 146,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 424650000.0},\n",
+       " {'Title': 'All Good Things',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Andrew Jarecki',\n",
+       "  'Cast': ['Ryan Gosling', 'Kirsten Dunst', 'Frank Langella', 'Lily Rabe'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 580000.0},\n",
+       " {'Title': 'Kickboxer: Vengeance',\n",
+       "  'Genre': ['Action'],\n",
+       "  'Director': 'John Stockwell',\n",
+       "  'Cast': ['Dave Bautista',\n",
+       "   'Alain Moussi',\n",
+       "   'Gina Carano',\n",
+       "   'Jean-Claude Van Damme'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 90,\n",
+       "  'Rating': 4.9,\n",
+       "  'Revenue': 131560000.0},\n",
+       " {'Title': 'The Last Airbender',\n",
+       "  'Genre': ['Action', 'Adventure', 'Family'],\n",
+       "  'Director': 'M. Night Shyamalan',\n",
+       "  'Cast': ['Noah Ringer', 'Nicola Peltz', 'Jackson Rathbone', 'Dev Patel'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 4.2,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Sex Tape',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Jake Kasdan',\n",
+       "  'Cast': ['Jason Segel', 'Cameron Diaz', 'Rob Corddry', 'Ellie Kemper'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 5.1,\n",
+       "  'Revenue': 38540000.0},\n",
+       " {'Title': \"What to Expect When You're Expecting\",\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Kirk Jones',\n",
+       "  'Cast': ['Cameron Diaz',\n",
+       "   'Matthew Morrison',\n",
+       "   'J. Todd Smith',\n",
+       "   'Dennis Quaid'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 41100000.0},\n",
+       " {'Title': 'Moneyball',\n",
+       "  'Genre': ['Biography', 'Drama', 'Sport'],\n",
+       "  'Director': 'Bennett Miller',\n",
+       "  'Cast': ['Brad Pitt',\n",
+       "   'Robin Wright',\n",
+       "   'Jonah Hill',\n",
+       "   'Philip Seymour Hoffman'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 133,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 75610000.0},\n",
+       " {'Title': 'Ghost Rider',\n",
+       "  'Genre': ['Action', 'Fantasy', 'Thriller'],\n",
+       "  'Director': 'Mark Steven Johnson',\n",
+       "  'Cast': ['Nicolas Cage', 'Eva Mendes', 'Sam Elliott', 'Matt Long'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 5.2,\n",
+       "  'Revenue': 115800000.0},\n",
+       " {'Title': 'Unbroken',\n",
+       "  'Genre': ['Biography', 'Drama', 'Sport'],\n",
+       "  'Director': 'Angelina Jolie',\n",
+       "  'Cast': [\"Jack O'Connell\", 'Miyavi', 'Domhnall Gleeson', 'Garrett Hedlund'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 137,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 115600000.0},\n",
+       " {'Title': 'Immortals',\n",
+       "  'Genre': ['Action', 'Drama', 'Fantasy'],\n",
+       "  'Director': 'Tarsem Singh',\n",
+       "  'Cast': ['Henry Cavill', 'Mickey Rourke', 'John Hurt', 'Stephen Dorff'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 83500000.0},\n",
+       " {'Title': 'Sunshine',\n",
+       "  'Genre': ['Adventure', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Danny Boyle',\n",
+       "  'Cast': ['Cillian Murphy', 'Rose Byrne', 'Chris Evans', 'Michelle Yeoh'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 3680000.0},\n",
+       " {'Title': 'Brave',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Mark Andrews',\n",
+       "  'Cast': ['Kelly Macdonald',\n",
+       "   'Billy Connolly',\n",
+       "   'Emma Thompson',\n",
+       "   'Julie Walters'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 93,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 237280000.0},\n",
+       " {'Title': 'Män som hatar kvinnor',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Niels Arden Oplev',\n",
+       "  'Cast': ['Michael Nyqvist', 'Noomi Rapace', 'Ewa Fröling', 'Lena Endre'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 152,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 10100000.0},\n",
+       " {'Title': 'Adoration',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Anne Fontaine',\n",
+       "  'Cast': ['Naomi Watts',\n",
+       "   'Robin Wright',\n",
+       "   'Xavier Samuel',\n",
+       "   'James Frecheville'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 320000.0},\n",
+       " {'Title': 'The Drop',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Michaël R. Roskam',\n",
+       "  'Cast': ['Tom Hardy',\n",
+       "   'Noomi Rapace',\n",
+       "   'James Gandolfini',\n",
+       "   'Matthias Schoenaerts'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 10720000.0},\n",
+       " {'Title': \"She's the Man\",\n",
+       "  'Genre': ['Comedy', 'Romance', 'Sport'],\n",
+       "  'Director': 'Andy Fickman',\n",
+       "  'Cast': ['Amanda Bynes', 'Laura Ramsey', 'Channing Tatum', 'Vinnie Jones'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 2340000.0},\n",
+       " {'Title': \"Daddy's Home\",\n",
+       "  'Genre': ['Comedy', 'Family'],\n",
+       "  'Director': 'Sean Anders',\n",
+       "  'Cast': ['Will Ferrell',\n",
+       "   'Mark Wahlberg',\n",
+       "   'Linda Cardellini',\n",
+       "   'Thomas Haden Church'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 150320000.0},\n",
+       " {'Title': 'Let Me In',\n",
+       "  'Genre': ['Drama', 'Horror', 'Mystery'],\n",
+       "  'Director': 'Matt Reeves',\n",
+       "  'Cast': ['Kodi Smit-McPhee',\n",
+       "   'Chloë Grace Moretz',\n",
+       "   'Richard Jenkins',\n",
+       "   'Cara Buono'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 12130000.0},\n",
+       " {'Title': 'Never Back Down',\n",
+       "  'Genre': ['Action', 'Drama', 'Sport'],\n",
+       "  'Director': 'Jeff Wadlow',\n",
+       "  'Cast': ['Sean Faris', 'Djimon Hounsou', 'Amber Heard', 'Cam Gigandet'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 24850000.0},\n",
+       " {'Title': 'Grimsby',\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Louis Leterrier',\n",
+       "  'Cast': ['Sacha Baron Cohen',\n",
+       "   'Mark Strong',\n",
+       "   'Rebel Wilson',\n",
+       "   'Freddie Crowder'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 83,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 6860000.0},\n",
+       " {'Title': 'Moon',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Sci-Fi'],\n",
+       "  'Director': 'Duncan Jones',\n",
+       "  'Cast': ['Sam Rockwell',\n",
+       "   'Kevin Spacey',\n",
+       "   'Dominique McElligott',\n",
+       "   'Rosie Shaw'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 5010000.0},\n",
+       " {'Title': 'Megamind',\n",
+       "  'Genre': ['Animation', 'Action', 'Comedy'],\n",
+       "  'Director': 'Tom McGrath',\n",
+       "  'Cast': ['Will Ferrell', 'Jonah Hill', 'Brad Pitt', 'Tina Fey'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 148340000.0},\n",
+       " {'Title': 'Gangster Squad',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'Ruben Fleischer',\n",
+       "  'Cast': ['Sean Penn', 'Ryan Gosling', 'Emma Stone', 'Giovanni Ribisi'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 46000000.0},\n",
+       " {'Title': 'Blood Father',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'Jean-François Richet',\n",
+       "  'Cast': ['Mel Gibson', 'Erin Moriarty', 'Diego Luna', 'Michael Parks'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 93950000.0},\n",
+       " {'Title': \"He's Just Not That Into You\",\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Ken Kwapis',\n",
+       "  'Cast': ['Jennifer Aniston',\n",
+       "   'Jennifer Connelly',\n",
+       "   'Morgan Lily',\n",
+       "   'Trenton Rogers'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 129,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Kung Fu Panda 3',\n",
+       "  'Genre': ['Animation', 'Action', 'Adventure'],\n",
+       "  'Director': 'Alessandro Carloni',\n",
+       "  'Cast': ['Jack Black', 'Bryan Cranston', 'Dustin Hoffman', 'Angelina Jolie'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 143520000.0},\n",
+       " {'Title': 'The Rise of the Krays',\n",
+       "  'Genre': ['Crime', 'Drama'],\n",
+       "  'Director': 'Zackary Adler',\n",
+       "  'Cast': ['Matt Vael', 'Simon Cotton', 'Kevin Leslie', 'Olivia Moyles'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 5.1,\n",
+       "  'Revenue': 6530000.0},\n",
+       " {'Title': 'Handsome Devil',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'John Butler',\n",
+       "  'Cast': [\"Fionn O'Shea\",\n",
+       "   'Nicholas Galitzine',\n",
+       "   'Andrew Scott',\n",
+       "   'Moe Dunford'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': \"Winter's Bone\",\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Debra Granik',\n",
+       "  'Cast': ['Jennifer Lawrence',\n",
+       "   'John Hawkes',\n",
+       "   'Garret Dillahunt',\n",
+       "   'Isaiah Stone'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Horrible Bosses',\n",
+       "  'Genre': ['Comedy', 'Crime'],\n",
+       "  'Director': 'Seth Gordon',\n",
+       "  'Cast': ['Jason Bateman', 'Charlie Day', 'Jason Sudeikis', 'Steve Wiebe'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 117530000.0},\n",
+       " {'Title': 'Mommy',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Xavier Dolan',\n",
+       "  'Cast': ['Anne Dorval',\n",
+       "   'Antoine-Olivier Pilon',\n",
+       "   'Suzanne Clément',\n",
+       "   'Patrick Huard'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 139,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 3490000.0},\n",
+       " {'Title': 'Hellboy II: The Golden Army',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Guillermo del Toro',\n",
+       "  'Cast': ['Ron Perlman', 'Selma Blair', 'Doug Jones', 'John Alexander'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 75750000.0},\n",
+       " {'Title': 'Beautiful Creatures',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Romance'],\n",
+       "  'Director': 'Richard LaGravenese',\n",
+       "  'Cast': ['Alice Englert',\n",
+       "   'Viola Davis',\n",
+       "   'Emma Thompson',\n",
+       "   'Alden Ehrenreich'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 19450000.0},\n",
+       " {'Title': 'Toni Erdmann',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Maren Ade',\n",
+       "  'Cast': ['Sandra Hüller',\n",
+       "   'Peter Simonischek',\n",
+       "   'Michael Wittenborn',\n",
+       "   'Thomas Loibl'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 162,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 1480000.0},\n",
+       " {'Title': 'The Lovely Bones',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Thriller'],\n",
+       "  'Director': 'Peter Jackson',\n",
+       "  'Cast': ['Rachel Weisz', 'Mark Wahlberg', 'Saoirse Ronan', 'Susan Sarandon'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 135,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 43980000.0},\n",
+       " {'Title': 'The Assassination of Jesse James by the Coward Robert Ford',\n",
+       "  'Genre': ['Biography', 'Crime', 'Drama'],\n",
+       "  'Director': 'Andrew Dominik',\n",
+       "  'Cast': ['Brad Pitt', 'Casey Affleck', 'Sam Shepard', 'Mary-Louise Parker'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 160,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 3900000.0},\n",
+       " {'Title': 'Don Jon',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Joseph Gordon-Levitt',\n",
+       "  'Cast': ['Joseph Gordon-Levitt',\n",
+       "   'Scarlett Johansson',\n",
+       "   'Julianne Moore',\n",
+       "   'Tony Danza'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 90,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 24480000.0},\n",
+       " {'Title': 'Bastille Day',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'James Watkins',\n",
+       "  'Cast': ['Idris Elba', 'Richard Madden', 'Charlotte Le Bon', 'Kelly Reilly'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 40000.0},\n",
+       " {'Title': \"2307: Winter's Dream\",\n",
+       "  'Genre': ['Sci-Fi'],\n",
+       "  'Director': 'Joey Curtis',\n",
+       "  'Cast': ['Paul Sidhu', 'Branden Coles', 'Arielle Holmes', 'Kelcey Watson'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 4.0,\n",
+       "  'Revenue': 20760000.0},\n",
+       " {'Title': 'Free State of Jones',\n",
+       "  'Genre': ['Action', 'Biography', 'Drama'],\n",
+       "  'Director': 'Gary Ross',\n",
+       "  'Cast': ['Matthew McConaughey',\n",
+       "   'Gugu Mbatha-Raw',\n",
+       "   'Mahershala Ali',\n",
+       "   'Keri Russell'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 139,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Mr. Right',\n",
+       "  'Genre': ['Action', 'Comedy', 'Romance'],\n",
+       "  'Director': 'Paco Cabezas',\n",
+       "  'Cast': ['Anna Kendrick', 'Sam Rockwell', 'Tim Roth', 'James Ransone'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 30000.0},\n",
+       " {'Title': 'The Secret Life of Walter Mitty',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Ben Stiller',\n",
+       "  'Cast': ['Ben Stiller', 'Kristen Wiig', 'Jon Daly', 'Kathryn Hahn'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 58230000.0},\n",
+       " {'Title': 'Dope',\n",
+       "  'Genre': ['Comedy', 'Crime', 'Drama'],\n",
+       "  'Director': 'Rick Famuyiwa',\n",
+       "  'Cast': ['Shameik Moore',\n",
+       "   'Tony Revolori',\n",
+       "   'Kiersey Clemons',\n",
+       "   'Kimberly Elise'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 17470000.0},\n",
+       " {'Title': 'Underworld Awakening',\n",
+       "  'Genre': ['Action', 'Fantasy', 'Horror'],\n",
+       "  'Director': 'MÃ¥ns MÃ¥rlind',\n",
+       "  'Cast': ['Kate Beckinsale', 'Michael Ealy', 'India Eisley', 'Stephen Rea'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 62320000.0},\n",
+       " {'Title': 'Antichrist',\n",
+       "  'Genre': ['Drama', 'Horror'],\n",
+       "  'Director': 'Lars von Trier',\n",
+       "  'Cast': ['Willem Dafoe', 'Charlotte Gainsbourg', 'Storm Acheche Sahlstrøm'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 400000.0},\n",
+       " {'Title': 'Friday the 13th',\n",
+       "  'Genre': ['Horror'],\n",
+       "  'Director': 'Marcus Nispel',\n",
+       "  'Cast': ['Jared Padalecki',\n",
+       "   'Amanda Righetti',\n",
+       "   'Derek Mears',\n",
+       "   'Danielle Panabaker'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 65000000.0},\n",
+       " {'Title': 'Taken 3',\n",
+       "  'Genre': ['Action', 'Thriller'],\n",
+       "  'Director': 'Olivier Megaton',\n",
+       "  'Cast': ['Liam Neeson', 'Forest Whitaker', 'Maggie Grace', 'Famke Janssen'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 89250000.0},\n",
+       " {'Title': 'Total Recall',\n",
+       "  'Genre': ['Action', 'Adventure', 'Mystery'],\n",
+       "  'Director': 'Len Wiseman',\n",
+       "  'Cast': ['Colin Farrell',\n",
+       "   'Bokeem Woodbine',\n",
+       "   'Bryan Cranston',\n",
+       "   'Kate Beckinsale'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 58880000.0},\n",
+       " {'Title': 'X-Men: The Last Stand',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Brett Ratner',\n",
+       "  'Cast': ['Patrick Stewart', 'Hugh Jackman', 'Halle Berry', 'Famke Janssen'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 234360000.0},\n",
+       " {'Title': 'The Escort',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Will Slocombe',\n",
+       "  'Cast': ['Lyndsy Fonseca',\n",
+       "   'Michael Doneger',\n",
+       "   'Tommy Dewey',\n",
+       "   'Bruce Campbell'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Whole Truth',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Courtney Hunt',\n",
+       "  'Cast': ['Keanu Reeves',\n",
+       "   'Renée Zellweger',\n",
+       "   'Gugu Mbatha-Raw',\n",
+       "   'Gabriel Basso'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 93,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Night at the Museum: Secret of the Tomb',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Family'],\n",
+       "  'Director': 'Shawn Levy',\n",
+       "  'Cast': ['Ben Stiller', 'Robin Williams', 'Owen Wilson', 'Dick Van Dyke'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 113730000.0},\n",
+       " {'Title': 'Love & Other Drugs',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Edward Zwick',\n",
+       "  'Cast': ['Jake Gyllenhaal', 'Anne Hathaway', 'Judy Greer', 'Oliver Platt'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 32360000.0},\n",
+       " {'Title': 'The Interview',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Evan Goldberg',\n",
+       "  'Cast': ['James Franco', 'Seth Rogen', 'Randall Park', 'Lizzy Caplan'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 6110000.0},\n",
+       " {'Title': 'The Host',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Horror'],\n",
+       "  'Director': 'Bong Joon Ho',\n",
+       "  'Cast': ['Kang-ho Song', 'Hee-Bong Byun', 'Hae-il Park', 'Doona Bae'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 2200000.0},\n",
+       " {'Title': 'Megan Is Missing',\n",
+       "  'Genre': ['Drama', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Michael Goi',\n",
+       "  'Cast': ['Amber Perkins',\n",
+       "   'Rachel Quinn',\n",
+       "   'Dean Waite',\n",
+       "   'Jael Elizabeth Steinmeyer'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 85,\n",
+       "  'Rating': 4.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'WALL·E',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Family'],\n",
+       "  'Director': 'Andrew Stanton',\n",
+       "  'Cast': ['Ben Burtt', 'Elissa Knight', 'Jeff Garlin', 'Fred Willard'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 8.4,\n",
+       "  'Revenue': 223810000.0},\n",
+       " {'Title': 'Knocked Up',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Judd Apatow',\n",
+       "  'Cast': ['Seth Rogen', 'Katherine Heigl', 'Paul Rudd', 'Leslie Mann'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 129,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 148730000.0},\n",
+       " {'Title': 'Source Code',\n",
+       "  'Genre': ['Mystery', 'Romance', 'Sci-Fi'],\n",
+       "  'Director': 'Duncan Jones',\n",
+       "  'Cast': ['Jake Gyllenhaal',\n",
+       "   'Michelle Monaghan',\n",
+       "   'Vera Farmiga',\n",
+       "   'Jeffrey Wright'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 93,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 54700000.0},\n",
+       " {'Title': 'Lawless',\n",
+       "  'Genre': ['Crime', 'Drama'],\n",
+       "  'Director': 'John Hillcoat',\n",
+       "  'Cast': ['Tom Hardy', 'Shia LaBeouf', 'Guy Pearce', 'Jason Clarke'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 37400000.0},\n",
+       " {'Title': 'Unfriended',\n",
+       "  'Genre': ['Drama', 'Horror', 'Mystery'],\n",
+       "  'Director': 'Levan Gabriadze',\n",
+       "  'Cast': ['Heather Sossaman',\n",
+       "   'Matthew Bohrer',\n",
+       "   'Courtney Halverson',\n",
+       "   'Shelley Hennig'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 83,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 31540000.0},\n",
+       " {'Title': 'American Reunion',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Jon Hurwitz',\n",
+       "  'Cast': ['Jason Biggs',\n",
+       "   'Alyson Hannigan',\n",
+       "   'Seann William Scott',\n",
+       "   'Chris Klein'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 56720000.0},\n",
+       " {'Title': 'The Pursuit of Happyness',\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'Gabriele Muccino',\n",
+       "  'Cast': ['Will Smith', 'Thandie Newton', 'Jaden Smith', 'Brian Howe'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 162590000.0},\n",
+       " {'Title': 'Relatos salvajes',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Damián Szifron',\n",
+       "  'Cast': ['Darío Grandinetti',\n",
+       "   'María Marull',\n",
+       "   'Mónica Villa',\n",
+       "   'Rita Cortese'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 122,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 3080000.0},\n",
+       " {'Title': 'The Ridiculous 6',\n",
+       "  'Genre': ['Comedy', 'Western'],\n",
+       "  'Director': 'Frank Coraci',\n",
+       "  'Cast': ['Adam Sandler', 'Terry Crews', 'Jorge Garcia', 'Taylor Lautner'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 4.8,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Frantz',\n",
+       "  'Genre': ['Drama', 'History', 'War'],\n",
+       "  'Director': 'François Ozon',\n",
+       "  'Cast': ['Pierre Niney', 'Paula Beer', 'Ernst Stötzner', 'Marie Gruber'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 860000.0},\n",
+       " {'Title': 'Viral',\n",
+       "  'Genre': ['Drama', 'Horror', 'Sci-Fi'],\n",
+       "  'Director': 'Henry Joost',\n",
+       "  'Cast': [\"Sofia Black-D'Elia\",\n",
+       "   'Analeigh Tipton',\n",
+       "   'Travis Tope',\n",
+       "   'Michael Kelly'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 85,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Gran Torino',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Clint Eastwood',\n",
+       "  'Cast': ['Clint Eastwood', 'Bee Vang', 'Christopher Carley', 'Ahney Her'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 8.2,\n",
+       "  'Revenue': 148090000.0},\n",
+       " {'Title': 'Burnt',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'John Wells',\n",
+       "  'Cast': ['Bradley Cooper',\n",
+       "   'Sienna Miller',\n",
+       "   'Daniel Brühl',\n",
+       "   'Riccardo Scamarcio'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 13650000.0},\n",
+       " {'Title': 'Tall Men',\n",
+       "  'Genre': ['Fantasy', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Jonathan Holbrook',\n",
+       "  'Cast': ['Dan Crisafulli', 'Kay Whitney', 'Richard Garcia', 'Pat Cashman'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 133,\n",
+       "  'Rating': 3.2,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Sleeping Beauty',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Julia Leigh',\n",
+       "  'Cast': ['Emily Browning',\n",
+       "   'Rachael Blake',\n",
+       "   'Ewen Leslie',\n",
+       "   'Bridgette Barrett'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 5.3,\n",
+       "  'Revenue': 30000.0},\n",
+       " {'Title': 'Vampire Academy',\n",
+       "  'Genre': ['Action', 'Comedy', 'Fantasy'],\n",
+       "  'Director': 'Mark Waters',\n",
+       "  'Cast': ['Zoey Deutch', 'Lucy Fry', 'Danila Kozlovsky', 'Gabriel Byrne'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 7790000.0},\n",
+       " {'Title': 'Sweeney Todd: The Demon Barber of Fleet Street',\n",
+       "  'Genre': ['Drama', 'Horror', 'Musical'],\n",
+       "  'Director': 'Tim Burton',\n",
+       "  'Cast': ['Johnny Depp',\n",
+       "   'Helena Bonham Carter',\n",
+       "   'Alan Rickman',\n",
+       "   'Timothy Spall'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 52880000.0},\n",
+       " {'Title': 'Solace',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Afonso Poyart',\n",
+       "  'Cast': ['Anthony Hopkins',\n",
+       "   'Jeffrey Dean Morgan',\n",
+       "   'Abbie Cornish',\n",
+       "   'Colin Farrell'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Insidious',\n",
+       "  'Genre': ['Horror', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'James Wan',\n",
+       "  'Cast': ['Patrick Wilson', 'Rose Byrne', 'Ty Simpkins', 'Lin Shaye'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 53990000.0},\n",
+       " {'Title': 'Popstar: Never Stop Never Stopping',\n",
+       "  'Genre': ['Comedy', 'Music'],\n",
+       "  'Director': 'Akiva Schaffer',\n",
+       "  'Cast': ['Andy Samberg',\n",
+       "   'Jorma Taccone',\n",
+       "   'Akiva Schaffer',\n",
+       "   'Sarah Silverman'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 87,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 9390000.0},\n",
+       " {'Title': 'The Levelling',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Hope Dickson Leach',\n",
+       "  'Cast': ['Ellie Kendrick',\n",
+       "   'David Troughton',\n",
+       "   'Jack Holden',\n",
+       "   'Joe Blakemore'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 83,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Public Enemies',\n",
+       "  'Genre': ['Biography', 'Crime', 'Drama'],\n",
+       "  'Director': 'Michael Mann',\n",
+       "  'Cast': ['Christian Bale',\n",
+       "   'Johnny Depp',\n",
+       "   'Christian Stolte',\n",
+       "   'Jason Clarke'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 140,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 97030000.0},\n",
+       " {'Title': 'Boyhood',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Richard Linklater',\n",
+       "  'Cast': ['Ellar Coltrane',\n",
+       "   'Patricia Arquette',\n",
+       "   'Ethan Hawke',\n",
+       "   'Elijah Smith'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 165,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 25360000.0},\n",
+       " {'Title': 'Teenage Mutant Ninja Turtles',\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Jonathan Liebesman',\n",
+       "  'Cast': ['Megan Fox', 'Will Arnett', 'William Fichtner', 'Noel Fisher'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 190870000.0},\n",
+       " {'Title': 'Eastern Promises',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'David Cronenberg',\n",
+       "  'Cast': ['Naomi Watts',\n",
+       "   'Viggo Mortensen',\n",
+       "   'Armin Mueller-Stahl',\n",
+       "   'Josef Altin'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 17110000.0},\n",
+       " {'Title': 'The Daughter',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Simon Stone',\n",
+       "  'Cast': ['Geoffrey Rush', 'Nicholas Hope', 'Sam Neill', 'Ewen Leslie'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 30000.0},\n",
+       " {'Title': 'Pineapple Express',\n",
+       "  'Genre': ['Action', 'Comedy', 'Crime'],\n",
+       "  'Director': 'David Gordon Green',\n",
+       "  'Cast': ['Seth Rogen', 'James Franco', 'Gary Cole', 'Danny McBride'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 87340000.0},\n",
+       " {'Title': 'The First Time',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Jon Kasdan',\n",
+       "  'Cast': [\"Dylan O'Brien\",\n",
+       "   'Britt Robertson',\n",
+       "   'Victoria Justice',\n",
+       "   'James Frecheville'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 20000.0},\n",
+       " {'Title': 'Gone Baby Gone',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Ben Affleck',\n",
+       "  'Cast': ['Morgan Freeman',\n",
+       "   'Ed Harris',\n",
+       "   'Casey Affleck',\n",
+       "   'Michelle Monaghan'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 20300000.0},\n",
+       " {'Title': 'The Heat',\n",
+       "  'Genre': ['Action', 'Comedy', 'Crime'],\n",
+       "  'Director': 'Paul Feig',\n",
+       "  'Cast': ['Sandra Bullock',\n",
+       "   'Michael McDonald',\n",
+       "   'Melissa McCarthy',\n",
+       "   'Demián Bichir'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 159580000.0},\n",
+       " {'Title': \"L'avenir\",\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Mia Hansen-Løve',\n",
+       "  'Cast': ['Isabelle Huppert', 'André Marcon', 'Roman Kolinka', 'Edith Scob'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 280000.0},\n",
+       " {'Title': 'Anna Karenina',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Joe Wright',\n",
+       "  'Cast': ['Keira Knightley',\n",
+       "   'Jude Law',\n",
+       "   'Aaron Taylor-Johnson',\n",
+       "   'Matthew Macfadyen'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 129,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 12800000.0},\n",
+       " {'Title': 'Regression',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Alejandro Amenábar',\n",
+       "  'Cast': ['Ethan Hawke', 'David Thewlis', 'Emma Watson', 'Dale Dickey'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 50000.0},\n",
+       " {'Title': 'Ted 2',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Romance'],\n",
+       "  'Director': 'Seth MacFarlane',\n",
+       "  'Cast': ['Mark Wahlberg',\n",
+       "   'Seth MacFarlane',\n",
+       "   'Amanda Seyfried',\n",
+       "   'Jessica Barth'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 81260000.0},\n",
+       " {'Title': 'Pain & Gain',\n",
+       "  'Genre': ['Comedy', 'Crime', 'Drama'],\n",
+       "  'Director': 'Michael Bay',\n",
+       "  'Cast': ['Mark Wahlberg',\n",
+       "   'Dwayne Johnson',\n",
+       "   'Anthony Mackie',\n",
+       "   'Tony Shalhoub'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 129,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 49870000.0},\n",
+       " {'Title': 'Blood Diamond',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Edward Zwick',\n",
+       "  'Cast': ['Leonardo DiCaprio',\n",
+       "   'Djimon Hounsou',\n",
+       "   'Jennifer Connelly',\n",
+       "   'Kagiso Kuypers'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 143,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 57370000.0},\n",
+       " {'Title': \"Devil's Knot\",\n",
+       "  'Genre': ['Biography', 'Crime', 'Drama'],\n",
+       "  'Director': 'Atom Egoyan',\n",
+       "  'Cast': ['Colin Firth',\n",
+       "   'Reese Witherspoon',\n",
+       "   'Alessandro Nivola',\n",
+       "   'James Hamrick'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Child 44',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Daniel Espinosa',\n",
+       "  'Cast': ['Tom Hardy', 'Gary Oldman', 'Noomi Rapace', 'Joel Kinnaman'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 137,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 1210000.0},\n",
+       " {'Title': 'The Hurt Locker',\n",
+       "  'Genre': ['Drama', 'History', 'Thriller'],\n",
+       "  'Director': 'Kathryn Bigelow',\n",
+       "  'Cast': ['Jeremy Renner', 'Anthony Mackie', 'Brian Geraghty', 'Guy Pearce'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 131,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 15700000.0},\n",
+       " {'Title': 'Green Lantern',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Martin Campbell',\n",
+       "  'Cast': ['Ryan Reynolds', 'Blake Lively', 'Peter Sarsgaard', 'Mark Strong'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 116590000.0},\n",
+       " {'Title': 'War on Everyone',\n",
+       "  'Genre': ['Action', 'Comedy'],\n",
+       "  'Director': 'John Michael McDonagh',\n",
+       "  'Cast': ['Alexander Skarsgård',\n",
+       "   'Michael Peña',\n",
+       "   'Theo James',\n",
+       "   'Tessa Thompson'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Mist',\n",
+       "  'Genre': ['Horror'],\n",
+       "  'Director': 'Frank Darabont',\n",
+       "  'Cast': ['Thomas Jane',\n",
+       "   'Marcia Gay Harden',\n",
+       "   'Laurie Holden',\n",
+       "   'Andre Braugher'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 126,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 25590000.0},\n",
+       " {'Title': 'Escape Plan',\n",
+       "  'Genre': ['Action', 'Crime', 'Mystery'],\n",
+       "  'Director': 'Mikael Håfström',\n",
+       "  'Cast': ['Sylvester Stallone',\n",
+       "   'Arnold Schwarzenegger',\n",
+       "   '50 Cent',\n",
+       "   \"Vincent D'Onofrio\"],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 25120000.0},\n",
+       " {'Title': 'Love, Rosie',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Christian Ditter',\n",
+       "  'Cast': ['Lily Collins', 'Sam Claflin', 'Christian Cooke', 'Jaime Winstone'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 10000.0},\n",
+       " {'Title': 'The DUFF',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Ari Sandel',\n",
+       "  'Cast': ['Mae Whitman', 'Bella Thorne', 'Robbie Amell', 'Allison Janney'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 34020000.0},\n",
+       " {'Title': 'The Age of Shadows',\n",
+       "  'Genre': ['Action', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Jee-woon Kim',\n",
+       "  'Cast': ['Byung-hun Lee', 'Yoo Gong', 'Kang-ho Song', 'Ji-min Han'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 140,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 540000.0},\n",
+       " {'Title': 'The Hunger Games: Mockingjay - Part 1',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Francis Lawrence',\n",
+       "  'Cast': ['Jennifer Lawrence',\n",
+       "   'Josh Hutcherson',\n",
+       "   'Liam Hemsworth',\n",
+       "   'Woody Harrelson'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 337100000.0},\n",
+       " {'Title': 'We Need to Talk About Kevin',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Lynne Ramsay',\n",
+       "  'Cast': ['Tilda Swinton', 'John C. Reilly', 'Ezra Miller', 'Jasper Newell'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 1740000.0},\n",
+       " {'Title': 'Love & Friendship',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Whit Stillman',\n",
+       "  'Cast': ['Kate Beckinsale',\n",
+       "   'Chloë Sevigny',\n",
+       "   'Xavier Samuel',\n",
+       "   'Emma Greenwell'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 90,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 14010000.0},\n",
+       " {'Title': 'The Mortal Instruments: City of Bones',\n",
+       "  'Genre': ['Action', 'Fantasy', 'Horror'],\n",
+       "  'Director': 'Harald Zwart',\n",
+       "  'Cast': ['Lily Collins',\n",
+       "   'Jamie Campbell Bower',\n",
+       "   'Robert Sheehan',\n",
+       "   'Jemima West'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 130,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 31170000.0},\n",
+       " {'Title': 'Seven Pounds',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Gabriele Muccino',\n",
+       "  'Cast': ['Will Smith', 'Rosario Dawson', 'Woody Harrelson', 'Michael Ealy'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 69950000.0},\n",
+       " {'Title': \"The King's Speech\",\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'Tom Hooper',\n",
+       "  'Cast': ['Colin Firth',\n",
+       "   'Geoffrey Rush',\n",
+       "   'Helena Bonham Carter',\n",
+       "   'Derek Jacobi'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 8.0,\n",
+       "  'Revenue': 138800000.0},\n",
+       " {'Title': 'Hunger',\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'Steve McQueen',\n",
+       "  'Cast': ['Stuart Graham', 'Laine Megaw', 'Brian Milligan', 'Liam McMahon'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 150000.0},\n",
+       " {'Title': 'Jumper',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Doug Liman',\n",
+       "  'Cast': ['Hayden Christensen',\n",
+       "   'Samuel L. Jackson',\n",
+       "   'Jamie Bell',\n",
+       "   'Rachel Bilson'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 80170000.0},\n",
+       " {'Title': 'Toy Story 3',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Lee Unkrich',\n",
+       "  'Cast': ['Tom Hanks', 'Tim Allen', 'Joan Cusack', 'Ned Beatty'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 8.3,\n",
+       "  'Revenue': 414980000.0},\n",
+       " {'Title': 'Tinker Tailor Soldier Spy',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Tomas Alfredson',\n",
+       "  'Cast': ['Gary Oldman', 'Colin Firth', 'Tom Hardy', 'Mark Strong'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 122,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 24100000.0},\n",
+       " {'Title': 'Resident Evil: Retribution',\n",
+       "  'Genre': ['Action', 'Horror', 'Sci-Fi'],\n",
+       "  'Director': 'Paul W.S. Anderson',\n",
+       "  'Cast': ['Milla Jovovich',\n",
+       "   'Sienna Guillory',\n",
+       "   'Michelle Rodriguez',\n",
+       "   'Aryana Engineer'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 5.4,\n",
+       "  'Revenue': 42350000.0},\n",
+       " {'Title': 'Dear Zindagi',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Gauri Shinde',\n",
+       "  'Cast': ['Alia Bhatt', 'Shah Rukh Khan', 'Kunal Kapoor', 'Priyanka Moodley'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 151,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 1400000.0},\n",
+       " {'Title': 'Genius',\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'Michael Grandage',\n",
+       "  'Cast': ['Colin Firth', 'Jude Law', 'Nicole Kidman', 'Laura Linney'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 1360000.0},\n",
+       " {'Title': 'Pompeii',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Paul W.S. Anderson',\n",
+       "  'Cast': ['Kit Harington',\n",
+       "   'Emily Browning',\n",
+       "   'Kiefer Sutherland',\n",
+       "   'Adewale Akinnuoye-Agbaje'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 23220000.0},\n",
+       " {'Title': 'Life of Pi',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Fantasy'],\n",
+       "  'Director': 'Ang Lee',\n",
+       "  'Cast': ['Suraj Sharma', 'Irrfan Khan', 'Adil Hussain', 'Tabu'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 127,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 124980000.0},\n",
+       " {'Title': \"Hachi: A Dog's Tale\",\n",
+       "  'Genre': ['Drama', 'Family'],\n",
+       "  'Director': 'Lasse Hallström',\n",
+       "  'Cast': ['Richard Gere',\n",
+       "   'Joan Allen',\n",
+       "   'Cary-Hiroyuki Tagawa',\n",
+       "   'Sarah Roemer'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 93,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': '10 Years',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Jamie Linden',\n",
+       "  'Cast': ['Channing Tatum',\n",
+       "   'Rosario Dawson',\n",
+       "   'Chris Pratt',\n",
+       "   'Jenna Dewan Tatum'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 200000.0},\n",
+       " {'Title': 'I Origins',\n",
+       "  'Genre': ['Drama', 'Romance', 'Sci-Fi'],\n",
+       "  'Director': 'Mike Cahill',\n",
+       "  'Cast': ['Michael Pitt',\n",
+       "   'Steven Yeun',\n",
+       "   'Astrid Bergès-Frisbey',\n",
+       "   'Brit Marling'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 330000.0},\n",
+       " {'Title': 'Live Free or Die Hard',\n",
+       "  'Genre': ['Action', 'Adventure', 'Thriller'],\n",
+       "  'Director': 'Len Wiseman',\n",
+       "  'Cast': ['Bruce Willis', 'Justin Long', 'Timothy Olyphant', 'Maggie Q'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 128,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 134520000.0},\n",
+       " {'Title': 'The Matchbreaker',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Caleb Vetter',\n",
+       "  'Cast': ['Wesley Elder', 'Christina Grimmie', 'Osric Chau', 'Olan Rogers'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Funny Games',\n",
+       "  'Genre': ['Crime', 'Drama', 'Horror'],\n",
+       "  'Director': 'Michael Haneke',\n",
+       "  'Cast': ['Naomi Watts', 'Tim Roth', 'Michael Pitt', 'Brady Corbet'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 1290000.0},\n",
+       " {'Title': 'Ted',\n",
+       "  'Genre': ['Comedy', 'Fantasy'],\n",
+       "  'Director': 'Seth MacFarlane',\n",
+       "  'Cast': ['Mark Wahlberg', 'Mila Kunis', 'Seth MacFarlane', 'Joel McHale'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 218630000.0},\n",
+       " {'Title': 'RED',\n",
+       "  'Genre': ['Action', 'Comedy', 'Crime'],\n",
+       "  'Director': 'Robert Schwentke',\n",
+       "  'Cast': ['Bruce Willis',\n",
+       "   'Helen Mirren',\n",
+       "   'Morgan Freeman',\n",
+       "   'Mary-Louise Parker'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 90360000.0},\n",
+       " {'Title': 'Australia',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Romance'],\n",
+       "  'Director': 'Baz Luhrmann',\n",
+       "  'Cast': ['Nicole Kidman', 'Hugh Jackman', 'Shea Adams', 'Eddie Baroo'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 165,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 49550000.0},\n",
+       " {'Title': 'Faster',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'George Tillman Jr.',\n",
+       "  'Cast': ['Dwayne Johnson',\n",
+       "   'Billy Bob Thornton',\n",
+       "   'Maggie Grace',\n",
+       "   'Mauricio Lopez'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 23230000.0},\n",
+       " {'Title': 'The Neighbor',\n",
+       "  'Genre': ['Crime', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Marcus Dunstan',\n",
+       "  'Cast': ['Josh Stewart',\n",
+       "   'Bill Engvall',\n",
+       "   'Alex Essoe',\n",
+       "   'Ronnie Gene Blevins'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 87,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Adjustment Bureau',\n",
+       "  'Genre': ['Romance', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'George Nolfi',\n",
+       "  'Cast': ['Matt Damon', 'Emily Blunt', 'Lisa Thoreson', 'Florence Kastriner'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 62450000.0},\n",
+       " {'Title': 'The Hollars',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'John Krasinski',\n",
+       "  'Cast': ['Sharlto Copley',\n",
+       "   'Charlie Day',\n",
+       "   'Richard Jenkins',\n",
+       "   'Anna Kendrick'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 1020000.0},\n",
+       " {'Title': 'The Judge',\n",
+       "  'Genre': ['Crime', 'Drama'],\n",
+       "  'Director': 'David Dobkin',\n",
+       "  'Cast': ['Robert Downey Jr.',\n",
+       "   'Robert Duvall',\n",
+       "   'Vera Farmiga',\n",
+       "   'Billy Bob Thornton'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 141,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 47110000.0},\n",
+       " {'Title': 'Closed Circuit',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'John Crowley',\n",
+       "  'Cast': ['Eric Bana', 'Rebecca Hall', 'Jim Broadbent', 'Ciarán Hinds'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 5730000.0},\n",
+       " {'Title': 'Transformers: Revenge of the Fallen',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Michael Bay',\n",
+       "  'Cast': ['Shia LaBeouf', 'Megan Fox', 'Josh Duhamel', 'Tyrese Gibson'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 150,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 402080000.0},\n",
+       " {'Title': 'La tortue rouge',\n",
+       "  'Genre': ['Animation', 'Fantasy'],\n",
+       "  'Director': 'Michael Dudok de Wit',\n",
+       "  'Cast': ['Emmanuel Garijo', 'Tom Hudson', 'Baptiste Goy', 'Axel Devillers'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 80,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 920000.0},\n",
+       " {'Title': 'The Book of Life',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Jorge R. Gutiérrez',\n",
+       "  'Cast': ['Diego Luna', 'Zoe Saldana', 'Channing Tatum', 'Ron Perlman'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 50150000.0},\n",
+       " {'Title': 'Incendies',\n",
+       "  'Genre': ['Drama', 'Mystery', 'War'],\n",
+       "  'Director': 'Denis Villeneuve',\n",
+       "  'Cast': ['Lubna Azabal',\n",
+       "   'Mélissa Désormeaux-Poulin',\n",
+       "   'Maxim Gaudette',\n",
+       "   'Mustafa Kamel'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 131,\n",
+       "  'Rating': 8.2,\n",
+       "  'Revenue': 6860000.0},\n",
+       " {'Title': 'The Heartbreak Kid',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Bobby Farrelly',\n",
+       "  'Cast': ['Ben Stiller',\n",
+       "   'Michelle Monaghan',\n",
+       "   'Malin Akerman',\n",
+       "   'Jerry Stiller'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 36770000.0},\n",
+       " {'Title': 'Happy Feet',\n",
+       "  'Genre': ['Animation', 'Comedy', 'Family'],\n",
+       "  'Director': 'George Miller',\n",
+       "  'Cast': ['Elijah Wood', 'Brittany Murphy', 'Hugh Jackman', 'Robin Williams'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 197990000.0},\n",
+       " {'Title': 'Entourage',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Doug Ellin',\n",
+       "  'Cast': ['Adrian Grenier',\n",
+       "   'Kevin Connolly',\n",
+       "   'Jerry Ferrara',\n",
+       "   'Kevin Dillon'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 32360000.0},\n",
+       " {'Title': 'The Strangers',\n",
+       "  'Genre': ['Horror', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Bryan Bertino',\n",
+       "  'Cast': ['Scott Speedman', 'Liv Tyler', 'Gemma Ward', 'Alex Fisher'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 86,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 52530000.0},\n",
+       " {'Title': 'Noah',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Darren Aronofsky',\n",
+       "  'Cast': ['Russell Crowe',\n",
+       "   'Jennifer Connelly',\n",
+       "   'Anthony Hopkins',\n",
+       "   'Emma Watson'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 138,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 101160000.0},\n",
+       " {'Title': 'Neighbors',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Nicholas Stoller',\n",
+       "  'Cast': ['Seth Rogen', 'Rose Byrne', 'Zac Efron', 'Lisa Kudrow'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 150060000.0},\n",
+       " {'Title': 'Nymphomaniac: Vol. II',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Lars von Trier',\n",
+       "  'Cast': ['Charlotte Gainsbourg',\n",
+       "   'Stellan Skarsgård',\n",
+       "   'Willem Dafoe',\n",
+       "   'Jamie Bell'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 330000.0},\n",
+       " {'Title': 'Wild',\n",
+       "  'Genre': ['Adventure', 'Biography', 'Drama'],\n",
+       "  'Director': 'Jean-Marc Vallée',\n",
+       "  'Cast': ['Reese Witherspoon',\n",
+       "   'Laura Dern',\n",
+       "   'Gaby Hoffmann',\n",
+       "   'Michiel Huisman'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 37880000.0},\n",
+       " {'Title': 'Grown Ups',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Dennis Dugan',\n",
+       "  'Cast': ['Adam Sandler', 'Salma Hayek', 'Kevin James', 'Chris Rock'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 162000000.0},\n",
+       " {'Title': 'Blair Witch',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'Adam Wingard',\n",
+       "  'Cast': ['James Allen McCune',\n",
+       "   'Callie Hernandez',\n",
+       "   'Corbin Reid',\n",
+       "   'Brandon Scott'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 89,\n",
+       "  'Rating': 5.1,\n",
+       "  'Revenue': 20750000.0},\n",
+       " {'Title': 'The Karate Kid',\n",
+       "  'Genre': ['Action', 'Drama', 'Family'],\n",
+       "  'Director': 'Harald Zwart',\n",
+       "  'Cast': ['Jackie Chan', 'Jaden Smith', 'Taraji P. Henson', 'Wenwen Han'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 140,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 176590000.0},\n",
+       " {'Title': 'Dark Shadows',\n",
+       "  'Genre': ['Comedy', 'Fantasy', 'Horror'],\n",
+       "  'Director': 'Tim Burton',\n",
+       "  'Cast': ['Johnny Depp',\n",
+       "   'Michelle Pfeiffer',\n",
+       "   'Eva Green',\n",
+       "   'Helena Bonham Carter'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 79710000.0},\n",
+       " {'Title': 'Friends with Benefits',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Will Gluck',\n",
+       "  'Cast': ['Mila Kunis',\n",
+       "   'Justin Timberlake',\n",
+       "   'Patricia Clarkson',\n",
+       "   'Jenna Elfman'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 55800000.0},\n",
+       " {'Title': 'The Illusionist',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Romance'],\n",
+       "  'Director': 'Neil Burger',\n",
+       "  'Cast': ['Edward Norton', 'Jessica Biel', 'Paul Giamatti', 'Rufus Sewell'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 39830000.0},\n",
+       " {'Title': 'The A-Team',\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Joe Carnahan',\n",
+       "  'Cast': ['Liam Neeson', 'Bradley Cooper', 'Sharlto Copley', 'Jessica Biel'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 77210000.0},\n",
+       " {'Title': 'The Guest',\n",
+       "  'Genre': ['Thriller'],\n",
+       "  'Director': 'Adam Wingard',\n",
+       "  'Cast': ['Dan Stevens', 'Sheila Kelley', 'Maika Monroe', 'Joel David Moore'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 320000.0},\n",
+       " {'Title': 'The Internship',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Shawn Levy',\n",
+       "  'Cast': ['Vince Vaughn', 'Owen Wilson', 'Rose Byrne', 'Aasif Mandvi'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 44670000.0},\n",
+       " {'Title': 'Paul',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Sci-Fi'],\n",
+       "  'Director': 'Greg Mottola',\n",
+       "  'Cast': ['Simon Pegg', 'Nick Frost', 'Seth Rogen', 'Mia Stallard'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 37370000.0},\n",
+       " {'Title': 'This Beautiful Fantastic',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Fantasy'],\n",
+       "  'Director': 'Simon Aboud',\n",
+       "  'Cast': ['Jessica Brown Findlay',\n",
+       "   'Andrew Scott',\n",
+       "   'Jeremy Irvine',\n",
+       "   'Tom Wilkinson'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Da Vinci Code',\n",
+       "  'Genre': ['Mystery', 'Thriller'],\n",
+       "  'Director': 'Ron Howard',\n",
+       "  'Cast': ['Tom Hanks', 'Audrey Tautou', 'Jean Reno', 'Ian McKellen'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 149,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 217540000.0},\n",
+       " {'Title': 'Mr. Church',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Bruce Beresford',\n",
+       "  'Cast': ['Eddie Murphy',\n",
+       "   'Britt Robertson',\n",
+       "   'Natascha McElhone',\n",
+       "   'Xavier Samuel'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 690000.0},\n",
+       " {'Title': 'Hugo',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Family'],\n",
+       "  'Director': 'Martin Scorsese',\n",
+       "  'Cast': ['Asa Butterfield',\n",
+       "   'Chloë Grace Moretz',\n",
+       "   'Christopher Lee',\n",
+       "   'Ben Kingsley'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 126,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 73820000.0},\n",
+       " {'Title': \"The Blackcoat's Daughter\",\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'Oz Perkins',\n",
+       "  'Cast': ['Emma Roberts', 'Kiernan Shipka', 'Lauren Holly', 'Lucy Boynton'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 93,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 20000.0},\n",
+       " {'Title': 'Body of Lies',\n",
+       "  'Genre': ['Action', 'Drama', 'Romance'],\n",
+       "  'Director': 'Ridley Scott',\n",
+       "  'Cast': ['Leonardo DiCaprio',\n",
+       "   'Russell Crowe',\n",
+       "   'Mark Strong',\n",
+       "   'Golshifteh Farahani'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 128,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 39380000.0},\n",
+       " {'Title': 'Knight of Cups',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Terrence Malick',\n",
+       "  'Cast': ['Christian Bale',\n",
+       "   'Cate Blanchett',\n",
+       "   'Natalie Portman',\n",
+       "   'Brian Dennehy'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 560000.0},\n",
+       " {'Title': 'The Mummy: Tomb of the Dragon Emperor',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Rob Cohen',\n",
+       "  'Cast': ['Brendan Fraser', 'Jet Li', 'Maria Bello', 'Michelle Yeoh'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 5.2,\n",
+       "  'Revenue': 102180000.0},\n",
+       " {'Title': 'The Boss',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Ben Falcone',\n",
+       "  'Cast': ['Melissa McCarthy',\n",
+       "   'Kristen Bell',\n",
+       "   'Peter Dinklage',\n",
+       "   'Ella Anderson'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 5.4,\n",
+       "  'Revenue': 63030000.0},\n",
+       " {'Title': 'Hands of Stone',\n",
+       "  'Genre': ['Action', 'Biography', 'Drama'],\n",
+       "  'Director': 'Jonathan Jakubowicz',\n",
+       "  'Cast': ['Edgar Ramírez', 'Usher Raymond', 'Robert De Niro', 'Rubén Blades'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 4710000.0},\n",
+       " {'Title': 'El secreto de sus ojos',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Romance'],\n",
+       "  'Director': 'Juan José Campanella',\n",
+       "  'Cast': ['Ricardo Darín', 'Soledad Villamil', 'Pablo Rago', 'Carla Quevedo'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 129,\n",
+       "  'Rating': 8.2,\n",
+       "  'Revenue': 20170000.0},\n",
+       " {'Title': 'True Grit',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Western'],\n",
+       "  'Director': 'Ethan Coen',\n",
+       "  'Cast': ['Jeff Bridges', 'Matt Damon', 'Hailee Steinfeld', 'Josh Brolin'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 171030000.0},\n",
+       " {'Title': 'We Are Your Friends',\n",
+       "  'Genre': ['Drama', 'Music', 'Romance'],\n",
+       "  'Director': 'Max Joseph',\n",
+       "  'Cast': ['Zac Efron', 'Wes Bentley', 'Emily Ratajkowski', 'Jonny Weston'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 3590000.0},\n",
+       " {'Title': 'A Million Ways to Die in the West',\n",
+       "  'Genre': ['Comedy', 'Romance', 'Western'],\n",
+       "  'Director': 'Seth MacFarlane',\n",
+       "  'Cast': ['Seth MacFarlane',\n",
+       "   'Charlize Theron',\n",
+       "   'Liam Neeson',\n",
+       "   'Amanda Seyfried'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 42620000.0},\n",
+       " {'Title': 'Only for One Night',\n",
+       "  'Genre': ['Thriller'],\n",
+       "  'Director': 'Chris Stokes',\n",
+       "  'Cast': ['Brian White',\n",
+       "   'Karrueche Tran',\n",
+       "   'Angelique Pereira',\n",
+       "   'Jessica Vanessa DeLeon'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 86,\n",
+       "  'Rating': 4.6,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': \"Rules Don't Apply\",\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Warren Beatty',\n",
+       "  'Cast': ['Lily Collins', 'Haley Bennett', 'Taissa Farmiga', 'Steve Tom'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 127,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 3650000.0},\n",
+       " {'Title': 'Ouija: Origin of Evil',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'Mike Flanagan',\n",
+       "  'Cast': ['Elizabeth Reaser',\n",
+       "   'Lulu Wilson',\n",
+       "   'Annalise Basso',\n",
+       "   'Henry Thomas'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 34900000.0},\n",
+       " {'Title': 'Percy Jackson: Sea of Monsters',\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'Thor Freudenthal',\n",
+       "  'Cast': ['Logan Lerman',\n",
+       "   'Alexandra Daddario',\n",
+       "   'Brandon T. Jackson',\n",
+       "   'Nathan Fillion'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 68560000.0},\n",
+       " {'Title': 'Fracture',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Gregory Hoblit',\n",
+       "  'Cast': ['Anthony Hopkins',\n",
+       "   'Ryan Gosling',\n",
+       "   'David Strathairn',\n",
+       "   'Rosamund Pike'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 39000000.0},\n",
+       " {'Title': 'Oculus',\n",
+       "  'Genre': ['Horror', 'Mystery'],\n",
+       "  'Director': 'Mike Flanagan',\n",
+       "  'Cast': ['Karen Gillan',\n",
+       "   'Brenton Thwaites',\n",
+       "   'Katee Sackhoff',\n",
+       "   'Rory Cochrane'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 27690000.0},\n",
+       " {'Title': 'In Bruges',\n",
+       "  'Genre': ['Comedy', 'Crime', 'Drama'],\n",
+       "  'Director': 'Martin McDonagh',\n",
+       "  'Cast': ['Colin Farrell',\n",
+       "   'Brendan Gleeson',\n",
+       "   'Ciarán Hinds',\n",
+       "   'Elizabeth Berrington'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 7760000.0},\n",
+       " {'Title': 'This Means War',\n",
+       "  'Genre': ['Action', 'Comedy', 'Romance'],\n",
+       "  'Director': 'McG',\n",
+       "  'Cast': ['Reese Witherspoon', 'Chris Pine', 'Tom Hardy', 'Til Schweiger'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 54760000.0},\n",
+       " {'Title': 'Lída Baarová',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'Filip Renc',\n",
+       "  'Cast': ['Tatiana Pauhofová',\n",
+       "   'Karl Markovics',\n",
+       "   'Gedeon Burkhard',\n",
+       "   'Simona Stasová'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 5.0,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Road',\n",
+       "  'Genre': ['Adventure', 'Drama'],\n",
+       "  'Director': 'John Hillcoat',\n",
+       "  'Cast': ['Viggo Mortensen',\n",
+       "   'Charlize Theron',\n",
+       "   'Kodi Smit-McPhee',\n",
+       "   'Robert Duvall'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 60000.0},\n",
+       " {'Title': 'Lavender',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'Ed Gass-Donnelly',\n",
+       "  'Cast': ['Abbie Cornish',\n",
+       "   'Dermot Mulroney',\n",
+       "   'Justin Long',\n",
+       "   'Diego Klattenhoff'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 5.2,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Deuces',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Jamal Hill',\n",
+       "  'Cast': ['Larenz Tate', 'Meagan Good', 'Rotimi', 'Rick Gonzalez'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 87,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Conan the Barbarian',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Marcus Nispel',\n",
+       "  'Cast': ['Jason Momoa', 'Ron Perlman', 'Rose McGowan', 'Stephen Lang'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 5.2,\n",
+       "  'Revenue': 21270000.0},\n",
+       " {'Title': 'The Fighter',\n",
+       "  'Genre': ['Action', 'Biography', 'Drama'],\n",
+       "  'Director': 'David O. Russell',\n",
+       "  'Cast': ['Mark Wahlberg', 'Christian Bale', 'Amy Adams', 'Melissa Leo'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 93570000.0},\n",
+       " {'Title': 'August Rush',\n",
+       "  'Genre': ['Drama', 'Music'],\n",
+       "  'Director': 'Kirsten Sheridan',\n",
+       "  'Cast': ['Freddie Highmore',\n",
+       "   'Keri Russell',\n",
+       "   'Jonathan Rhys Meyers',\n",
+       "   'Terrence Howard'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 31660000.0},\n",
+       " {'Title': 'Chef',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Jon Favreau',\n",
+       "  'Cast': ['Jon Favreau',\n",
+       "   'Robert Downey Jr.',\n",
+       "   'Scarlett Johansson',\n",
+       "   'Dustin Hoffman'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 31240000.0},\n",
+       " {'Title': 'Eye in the Sky',\n",
+       "  'Genre': ['Drama', 'Thriller', 'War'],\n",
+       "  'Director': 'Gavin Hood',\n",
+       "  'Cast': ['Helen Mirren', 'Aaron Paul', 'Alan Rickman', 'Barkhad Abdi'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 18700000.0},\n",
+       " {'Title': 'Eagle Eye',\n",
+       "  'Genre': ['Action', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'D.J. Caruso',\n",
+       "  'Cast': ['Shia LaBeouf',\n",
+       "   'Michelle Monaghan',\n",
+       "   'Rosario Dawson',\n",
+       "   'Michael Chiklis'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 101110000.0},\n",
+       " {'Title': 'The Purge',\n",
+       "  'Genre': ['Horror', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'James DeMonaco',\n",
+       "  'Cast': ['Ethan Hawke', 'Lena Headey', 'Max Burkholder', 'Adelaide Kane'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 85,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 64420000.0},\n",
+       " {'Title': 'PK',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Rajkumar Hirani',\n",
+       "  'Cast': ['Aamir Khan', 'Anushka Sharma', 'Sanjay Dutt', 'Boman Irani'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 153,\n",
+       "  'Rating': 8.2,\n",
+       "  'Revenue': 10570000.0},\n",
+       " {'Title': \"Ender's Game\",\n",
+       "  'Genre': ['Action', 'Sci-Fi'],\n",
+       "  'Director': 'Gavin Hood',\n",
+       "  'Cast': ['Harrison Ford',\n",
+       "   'Asa Butterfield',\n",
+       "   'Hailee Steinfeld',\n",
+       "   'Abigail Breslin'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 61660000.0},\n",
+       " {'Title': 'Indiana Jones and the Kingdom of the Crystal Skull',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Steven Spielberg',\n",
+       "  'Cast': ['Harrison Ford', 'Cate Blanchett', 'Shia LaBeouf', 'Karen Allen'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 122,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 317010000.0},\n",
+       " {'Title': 'Paper Towns',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Romance'],\n",
+       "  'Director': 'Jake Schreier',\n",
+       "  'Cast': ['Nat Wolff', 'Cara Delevingne', 'Austin Abrams', 'Justice Smith'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 31990000.0},\n",
+       " {'Title': 'High-Rise',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Ben Wheatley',\n",
+       "  'Cast': ['Tom Hiddleston', 'Jeremy Irons', 'Sienna Miller', 'Luke Evans'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 340000.0},\n",
+       " {'Title': 'Quantum of Solace',\n",
+       "  'Genre': ['Action', 'Adventure', 'Thriller'],\n",
+       "  'Director': 'Marc Forster',\n",
+       "  'Cast': ['Daniel Craig', 'Olga Kurylenko', 'Mathieu Amalric', 'Judi Dench'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 168370000.0},\n",
+       " {'Title': 'The Assignment',\n",
+       "  'Genre': ['Action', 'Crime', 'Thriller'],\n",
+       "  'Director': 'Walter Hill',\n",
+       "  'Cast': ['Sigourney Weaver',\n",
+       "   'Michelle Rodriguez',\n",
+       "   'Tony Shalhoub',\n",
+       "   'Anthony LaPaglia'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 4.5,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'How to Train Your Dragon',\n",
+       "  'Genre': ['Animation', 'Action', 'Adventure'],\n",
+       "  'Director': 'Dean DeBlois',\n",
+       "  'Cast': ['Jay Baruchel',\n",
+       "   'Gerard Butler',\n",
+       "   'Christopher Mintz-Plasse',\n",
+       "   'Craig Ferguson'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 8.1,\n",
+       "  'Revenue': 217390000.0},\n",
+       " {'Title': 'Lady in the Water',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Mystery'],\n",
+       "  'Director': 'M. Night Shyamalan',\n",
+       "  'Cast': ['Paul Giamatti',\n",
+       "   'Bryce Dallas Howard',\n",
+       "   'Jeffrey Wright',\n",
+       "   'Bob Balaban'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 42270000.0},\n",
+       " {'Title': 'The Fountain',\n",
+       "  'Genre': ['Drama', 'Sci-Fi'],\n",
+       "  'Director': 'Darren Aronofsky',\n",
+       "  'Cast': ['Hugh Jackman',\n",
+       "   'Rachel Weisz',\n",
+       "   'Sean Patrick Thomas',\n",
+       "   'Ellen Burstyn'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 10140000.0},\n",
+       " {'Title': 'Cars 2',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'John Lasseter',\n",
+       "  'Cast': ['Owen Wilson',\n",
+       "   'Larry the Cable Guy',\n",
+       "   'Michael Caine',\n",
+       "   'Emily Mortimer'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 191450000.0},\n",
+       " {'Title': '31',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'Rob Zombie',\n",
+       "  'Cast': ['Malcolm McDowell',\n",
+       "   'Richard Brake',\n",
+       "   'Jeff Daniel Phillips',\n",
+       "   'Sheri Moon Zombie'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 5.1,\n",
+       "  'Revenue': 780000.0},\n",
+       " {'Title': 'Final Girl',\n",
+       "  'Genre': ['Action', 'Thriller'],\n",
+       "  'Director': 'Tyler Shields',\n",
+       "  'Cast': ['Abigail Breslin',\n",
+       "   'Wes Bentley',\n",
+       "   'Logan Huffman',\n",
+       "   'Alexander Ludwig'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 90,\n",
+       "  'Rating': 4.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Chalk It Up',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Hisonni Johnson',\n",
+       "  'Cast': ['Maddy Curley', 'John DeLuca', 'Nikki SooHoo', 'Drew Seeley'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 90,\n",
+       "  'Rating': 4.8,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Man Who Knew Infinity',\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'Matt Brown',\n",
+       "  'Cast': ['Dev Patel', 'Jeremy Irons', 'Malcolm Sinclair', 'Raghuvir Joshi'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 3860000.0},\n",
+       " {'Title': 'Unknown',\n",
+       "  'Genre': ['Action', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Jaume Collet-Serra',\n",
+       "  'Cast': ['Liam Neeson', 'Diane Kruger', 'January Jones', 'Aidan Quinn'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 61090000.0},\n",
+       " {'Title': 'Self/less',\n",
+       "  'Genre': ['Action', 'Mystery', 'Sci-Fi'],\n",
+       "  'Director': 'Tarsem Singh',\n",
+       "  'Cast': ['Ryan Reynolds',\n",
+       "   'Natalie Martinez',\n",
+       "   'Matthew Goode',\n",
+       "   'Ben Kingsley'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 12280000.0},\n",
+       " {'Title': 'Mr. Brooks',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Bruce A. Evans',\n",
+       "  'Cast': ['Kevin Costner', 'Demi Moore', 'William Hurt', 'Dane Cook'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 28480000.0},\n",
+       " {'Title': 'Tramps',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Adam Leon',\n",
+       "  'Cast': ['Callum Turner',\n",
+       "   'Grace Van Patten',\n",
+       "   'Michal Vondel',\n",
+       "   'Mike Birbiglia'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 82,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Before We Go',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Chris Evans',\n",
+       "  'Cast': ['Chris Evans', 'Alice Eve', 'Emma Fitzpatrick', 'John Cullum'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 40000.0},\n",
+       " {'Title': 'Captain Phillips',\n",
+       "  'Genre': ['Biography', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Paul Greengrass',\n",
+       "  'Cast': ['Tom Hanks',\n",
+       "   'Barkhad Abdi',\n",
+       "   'Barkhad Abdirahman',\n",
+       "   'Catherine Keener'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 134,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 107100000.0},\n",
+       " {'Title': 'The Secret Scripture',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Jim Sheridan',\n",
+       "  'Cast': ['Rooney Mara', 'Eric Bana', 'Theo James', 'Aidan Turner'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Max Steel',\n",
+       "  'Genre': ['Action', 'Adventure', 'Family'],\n",
+       "  'Director': 'Stewart Hendler',\n",
+       "  'Cast': ['Ben Winchell', 'Josh Brener', 'Maria Bello', 'Andy Garcia'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 4.6,\n",
+       "  'Revenue': 3770000.0},\n",
+       " {'Title': 'Hotel Transylvania 2',\n",
+       "  'Genre': ['Animation', 'Comedy', 'Family'],\n",
+       "  'Director': 'Genndy Tartakovsky',\n",
+       "  'Cast': ['Adam Sandler', 'Andy Samberg', 'Selena Gomez', 'Kevin James'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 89,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 169690000.0},\n",
+       " {'Title': 'Hancock',\n",
+       "  'Genre': ['Action', 'Crime', 'Drama'],\n",
+       "  'Director': 'Peter Berg',\n",
+       "  'Cast': ['Will Smith', 'Charlize Theron', 'Jason Bateman', 'Jae Head'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 227950000.0},\n",
+       " {'Title': 'Sisters',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Jason Moore',\n",
+       "  'Cast': ['Amy Poehler', 'Tina Fey', 'Maya Rudolph', 'Ike Barinholtz'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 87030000.0},\n",
+       " {'Title': 'The Family',\n",
+       "  'Genre': ['Comedy', 'Crime', 'Thriller'],\n",
+       "  'Director': 'Luc Besson',\n",
+       "  'Cast': ['Robert De Niro',\n",
+       "   'Michelle Pfeiffer',\n",
+       "   'Dianna Agron',\n",
+       "   \"John D'Leo\"],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 36920000.0},\n",
+       " {'Title': 'Zack and Miri Make a Porno',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Kevin Smith',\n",
+       "  'Cast': ['Seth Rogen', 'Elizabeth Banks', 'Craig Robinson', 'Gerry Bednob'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 31450000.0},\n",
+       " {'Title': 'Ma vie de Courgette',\n",
+       "  'Genre': ['Animation', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Claude Barras',\n",
+       "  'Cast': ['Gaspard Schlatter',\n",
+       "   'Sixtine Murat',\n",
+       "   'Paulin Jaccoud',\n",
+       "   'Michel Vuillermoz'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 66,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 290000.0},\n",
+       " {'Title': 'Man on a Ledge',\n",
+       "  'Genre': ['Action', 'Crime', 'Thriller'],\n",
+       "  'Director': 'Asger Leth',\n",
+       "  'Cast': ['Sam Worthington',\n",
+       "   'Elizabeth Banks',\n",
+       "   'Jamie Bell',\n",
+       "   'Mandy Gonzalez'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 18600000.0},\n",
+       " {'Title': 'No Strings Attached',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Ivan Reitman',\n",
+       "  'Cast': ['Natalie Portman', 'Ashton Kutcher', 'Kevin Kline', 'Cary Elwes'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 70630000.0},\n",
+       " {'Title': 'Rescue Dawn',\n",
+       "  'Genre': ['Adventure', 'Biography', 'Drama'],\n",
+       "  'Director': 'Werner Herzog',\n",
+       "  'Cast': ['Christian Bale', 'Steve Zahn', 'Jeremy Davies', 'Zach Grenier'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 5480000.0},\n",
+       " {'Title': 'Despicable Me 2',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Pierre Coffin',\n",
+       "  'Cast': ['Steve Carell',\n",
+       "   'Kristen Wiig',\n",
+       "   'Benjamin Bratt',\n",
+       "   'Miranda Cosgrove'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 368050000.0},\n",
+       " {'Title': 'A Walk Among the Tombstones',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Scott Frank',\n",
+       "  'Cast': ['Liam Neeson', 'Dan Stevens', 'David Harbour', 'Boyd Holbrook'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 25980000.0},\n",
+       " {'Title': \"The World's End\",\n",
+       "  'Genre': ['Action', 'Comedy', 'Sci-Fi'],\n",
+       "  'Director': 'Edgar Wright',\n",
+       "  'Cast': ['Simon Pegg', 'Nick Frost', 'Martin Freeman', 'Rosamund Pike'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 26000000.0},\n",
+       " {'Title': 'Yoga Hosers',\n",
+       "  'Genre': ['Comedy', 'Fantasy', 'Horror'],\n",
+       "  'Director': 'Kevin Smith',\n",
+       "  'Cast': ['Lily-Rose Depp',\n",
+       "   'Harley Quinn Smith',\n",
+       "   'Johnny Depp',\n",
+       "   'Adam Brody'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 4.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Seven Psychopaths',\n",
+       "  'Genre': ['Comedy', 'Crime'],\n",
+       "  'Director': 'Martin McDonagh',\n",
+       "  'Cast': ['Colin Farrell',\n",
+       "   'Woody Harrelson',\n",
+       "   'Sam Rockwell',\n",
+       "   'Christopher Walken'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 14990000.0},\n",
+       " {'Title': 'Beowulf',\n",
+       "  'Genre': ['Animation', 'Action', 'Adventure'],\n",
+       "  'Director': 'Robert Zemeckis',\n",
+       "  'Cast': ['Ray Winstone', 'Crispin Glover', 'Angelina Jolie', 'Robin Wright'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 82160000.0},\n",
+       " {'Title': 'Jack Ryan: Shadow Recruit',\n",
+       "  'Genre': ['Action', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Kenneth Branagh',\n",
+       "  'Cast': ['Chris Pine',\n",
+       "   'Kevin Costner',\n",
+       "   'Keira Knightley',\n",
+       "   'Kenneth Branagh'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 50550000.0},\n",
+       " {'Title': '1408',\n",
+       "  'Genre': ['Fantasy', 'Horror'],\n",
+       "  'Director': 'Mikael Håfström',\n",
+       "  'Cast': ['John Cusack',\n",
+       "   'Samuel L. Jackson',\n",
+       "   'Mary McCormack',\n",
+       "   'Paul Birchard'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 71980000.0},\n",
+       " {'Title': 'The Gambler',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Rupert Wyatt',\n",
+       "  'Cast': ['Mark Wahlberg', 'Jessica Lange', 'John Goodman', 'Brie Larson'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 33630000.0},\n",
+       " {'Title': 'Prince of Persia: The Sands of Time',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Mike Newell',\n",
+       "  'Cast': ['Jake Gyllenhaal',\n",
+       "   'Gemma Arterton',\n",
+       "   'Ben Kingsley',\n",
+       "   'Alfred Molina'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 90760000.0},\n",
+       " {'Title': 'The Spectacular Now',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'James Ponsoldt',\n",
+       "  'Cast': ['Miles Teller',\n",
+       "   'Shailene Woodley',\n",
+       "   'Kyle Chandler',\n",
+       "   'Jennifer Jason Leigh'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 6850000.0},\n",
+       " {'Title': 'A United Kingdom',\n",
+       "  'Genre': ['Biography', 'Drama', 'Romance'],\n",
+       "  'Director': 'Amma Asante',\n",
+       "  'Cast': ['David Oyelowo', 'Rosamund Pike', 'Tom Felton', 'Jack Davenport'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 3900000.0},\n",
+       " {'Title': 'USS Indianapolis: Men of Courage',\n",
+       "  'Genre': ['Action', 'Drama', 'History'],\n",
+       "  'Director': 'Mario Van Peebles',\n",
+       "  'Cast': ['Nicolas Cage', 'Tom Sizemore', 'Thomas Jane', 'Matt Lanter'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 128,\n",
+       "  'Rating': 5.2,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Turbo Kid',\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'François Simard',\n",
+       "  'Cast': ['Munro Chambers',\n",
+       "   'Laurence Leboeuf',\n",
+       "   'Michael Ironside',\n",
+       "   'Edwin Wright'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 93,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 50000.0},\n",
+       " {'Title': 'Mama',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'Andrés Muschietti',\n",
+       "  'Cast': ['Jessica Chastain',\n",
+       "   'Nikolaj Coster-Waldau',\n",
+       "   'Megan Charpentier',\n",
+       "   'Isabelle Nélisse'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 71590000.0},\n",
+       " {'Title': 'Orphan',\n",
+       "  'Genre': ['Horror', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Jaume Collet-Serra',\n",
+       "  'Cast': ['Vera Farmiga',\n",
+       "   'Peter Sarsgaard',\n",
+       "   'Isabelle Fuhrman',\n",
+       "   'CCH Pounder'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 41570000.0},\n",
+       " {'Title': 'To Rome with Love',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Woody Allen',\n",
+       "  'Cast': ['Woody Allen', 'Penélope Cruz', 'Jesse Eisenberg', 'Ellen Page'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 16680000.0},\n",
+       " {'Title': 'Fantastic Mr. Fox',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Wes Anderson',\n",
+       "  'Cast': ['George Clooney',\n",
+       "   'Meryl Streep',\n",
+       "   'Bill Murray',\n",
+       "   'Jason Schwartzman'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 87,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 21000000.0},\n",
+       " {'Title': 'Inside Man',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Spike Lee',\n",
+       "  'Cast': ['Denzel Washington',\n",
+       "   'Clive Owen',\n",
+       "   'Jodie Foster',\n",
+       "   'Christopher Plummer'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 129,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 88500000.0},\n",
+       " {'Title': 'I.T.',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'John Moore',\n",
+       "  'Cast': ['Pierce Brosnan', 'Jason Barry', 'Karen Moskow', 'Kai Ryssdal'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 5.4,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': '127 Hours',\n",
+       "  'Genre': ['Adventure', 'Biography', 'Drama'],\n",
+       "  'Director': 'Danny Boyle',\n",
+       "  'Cast': ['James Franco', 'Amber Tamblyn', 'Kate Mara', 'Sean Bott'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 18330000.0},\n",
+       " {'Title': 'Annabelle',\n",
+       "  'Genre': ['Horror', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'John R. Leonetti',\n",
+       "  'Cast': ['Ward Horton',\n",
+       "   'Annabelle Wallis',\n",
+       "   'Alfre Woodard',\n",
+       "   'Tony Amendola'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 5.4,\n",
+       "  'Revenue': 84260000.0},\n",
+       " {'Title': 'Wolves at the Door',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'John R. Leonetti',\n",
+       "  'Cast': ['Katie Cassidy',\n",
+       "   'Elizabeth Henstridge',\n",
+       "   'Adam Campbell',\n",
+       "   'Miles Fisher'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 73,\n",
+       "  'Rating': 4.6,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Suite Française',\n",
+       "  'Genre': ['Drama', 'Romance', 'War'],\n",
+       "  'Director': 'Saul Dibb',\n",
+       "  'Cast': ['Michelle Williams',\n",
+       "   'Kristin Scott Thomas',\n",
+       "   'Margot Robbie',\n",
+       "   'Eric Godon'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Imaginarium of Doctor Parnassus',\n",
+       "  'Genre': ['Adventure', 'Fantasy', 'Mystery'],\n",
+       "  'Director': 'Terry Gilliam',\n",
+       "  'Cast': ['Christopher Plummer',\n",
+       "   'Lily Cole',\n",
+       "   'Heath Ledger',\n",
+       "   'Andrew Garfield'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 7690000.0},\n",
+       " {'Title': 'G.I. Joe: The Rise of Cobra',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Stephen Sommers',\n",
+       "  'Cast': ['Dennis Quaid',\n",
+       "   'Channing Tatum',\n",
+       "   'Marlon Wayans',\n",
+       "   'Adewale Akinnuoye-Agbaje'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 150170000.0},\n",
+       " {'Title': 'Christine',\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'Antonio Campos',\n",
+       "  'Cast': ['Rebecca Hall', 'Michael C. Hall', 'Tracy Letts', 'Maria Dizzia'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 300000.0},\n",
+       " {'Title': 'Man Down',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'Dito Montiel',\n",
+       "  'Cast': ['Shia LaBeouf', 'Jai Courtney', 'Gary Oldman', 'Kate Mara'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 90,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Crawlspace',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'Phil Claydon',\n",
+       "  'Cast': ['Michael Vartan',\n",
+       "   'Erin Moriarty',\n",
+       "   'Nadine Velazquez',\n",
+       "   'Ronnie Gene Blevins'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 5.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Shut In',\n",
+       "  'Genre': ['Drama', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Farren Blackburn',\n",
+       "  'Cast': ['Naomi Watts', 'Charlie Heaton', 'Jacob Tremblay', 'Oliver Platt'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 91,\n",
+       "  'Rating': 4.6,\n",
+       "  'Revenue': 6880000.0},\n",
+       " {'Title': 'The Warriors Gate',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Matthias Hoene',\n",
+       "  'Cast': ['Mark Chao', 'Ni Ni', 'Dave Bautista', 'Sienna Guillory'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 5.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Grindhouse',\n",
+       "  'Genre': ['Action', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Robert Rodriguez',\n",
+       "  'Cast': ['Kurt Russell', 'Rose McGowan', 'Danny Trejo', 'Zoë Bell'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 191,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 25030000.0},\n",
+       " {'Title': 'Disaster Movie',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Jason Friedberg',\n",
+       "  'Cast': ['Carmen Electra', 'Vanessa Lachey', 'Nicole Parker', 'Matt Lanter'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 87,\n",
+       "  'Rating': 1.9,\n",
+       "  'Revenue': 14170000.0},\n",
+       " {'Title': 'Rocky Balboa',\n",
+       "  'Genre': ['Drama', 'Sport'],\n",
+       "  'Director': 'Sylvester Stallone',\n",
+       "  'Cast': ['Sylvester Stallone',\n",
+       "   'Antonio Tarver',\n",
+       "   'Milo Ventimiglia',\n",
+       "   'Burt Young'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 70270000.0},\n",
+       " {'Title': 'Diary of a Wimpy Kid: Dog Days',\n",
+       "  'Genre': ['Comedy', 'Family'],\n",
+       "  'Director': 'David Bowers',\n",
+       "  'Cast': ['Zachary Gordon', 'Robert Capron', 'Devon Bostick', 'Steve Zahn'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 49000000.0},\n",
+       " {'Title': 'Jane Eyre',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Cary Joji Fukunaga',\n",
+       "  'Cast': ['Mia Wasikowska', 'Michael Fassbender', 'Jamie Bell', 'Su Elliot'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 11230000.0},\n",
+       " {'Title': \"Fool's Gold\",\n",
+       "  'Genre': ['Action', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Andy Tennant',\n",
+       "  'Cast': ['Matthew McConaughey',\n",
+       "   'Kate Hudson',\n",
+       "   'Donald Sutherland',\n",
+       "   'Alexis Dziena'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 112,\n",
+       "  'Rating': 5.7,\n",
+       "  'Revenue': 70220000.0},\n",
+       " {'Title': 'The Dictator',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Larry Charles',\n",
+       "  'Cast': ['Sacha Baron Cohen',\n",
+       "   'Anna Faris',\n",
+       "   'John C. Reilly',\n",
+       "   'Ben Kingsley'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 83,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 59620000.0},\n",
+       " {'Title': 'The Loft',\n",
+       "  'Genre': ['Mystery', 'Romance', 'Thriller'],\n",
+       "  'Director': 'Erik Van Looy',\n",
+       "  'Cast': ['Karl Urban',\n",
+       "   'James Marsden',\n",
+       "   'Wentworth Miller',\n",
+       "   'Eric Stonestreet'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 5980000.0},\n",
+       " {'Title': 'Bacalaureat',\n",
+       "  'Genre': ['Crime', 'Drama'],\n",
+       "  'Director': 'Cristian Mungiu',\n",
+       "  'Cast': ['Adrian Titieni',\n",
+       "   'Maria-Victoria Dragus',\n",
+       "   'Lia Bugnar',\n",
+       "   'Malina Manovici'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 128,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 130000.0},\n",
+       " {'Title': \"You Don't Mess with the Zohan\",\n",
+       "  'Genre': ['Action', 'Comedy'],\n",
+       "  'Director': 'Dennis Dugan',\n",
+       "  'Cast': ['Adam Sandler',\n",
+       "   'John Turturro',\n",
+       "   'Emmanuelle Chriqui',\n",
+       "   'Nick Swardson'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 100020000.0},\n",
+       " {'Title': 'Exposed',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Gee Malik Linton',\n",
+       "  'Cast': ['Ana de Armas',\n",
+       "   'Keanu Reeves',\n",
+       "   'Christopher McDonald',\n",
+       "   'Mira Sorvino'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 4.2,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Maudie',\n",
+       "  'Genre': ['Biography', 'Drama', 'Romance'],\n",
+       "  'Director': 'Aisling Walsh',\n",
+       "  'Cast': ['Ethan Hawke', 'Sally Hawkins', 'Kari Matchett', 'Zachary Bennett'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Horrible Bosses 2',\n",
+       "  'Genre': ['Comedy', 'Crime'],\n",
+       "  'Director': 'Sean Anders',\n",
+       "  'Cast': ['Jason Bateman',\n",
+       "   'Jason Sudeikis',\n",
+       "   'Charlie Day',\n",
+       "   'Jennifer Aniston'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 54410000.0},\n",
+       " {'Title': 'A Bigger Splash',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'Luca Guadagnino',\n",
+       "  'Cast': ['Tilda Swinton',\n",
+       "   'Matthias Schoenaerts',\n",
+       "   'Ralph Fiennes',\n",
+       "   'Dakota Johnson'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 125,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 1980000.0},\n",
+       " {'Title': 'Melancholia',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Lars von Trier',\n",
+       "  'Cast': ['Kirsten Dunst',\n",
+       "   'Charlotte Gainsbourg',\n",
+       "   'Kiefer Sutherland',\n",
+       "   'Alexander Skarsgård'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 135,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 3030000.0},\n",
+       " {'Title': 'The Princess and the Frog',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Ron Clements',\n",
+       "  'Cast': ['Anika Noni Rose', 'Keith David', 'Oprah Winfrey', 'Bruno Campos'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 104370000.0},\n",
+       " {'Title': 'Unstoppable',\n",
+       "  'Genre': ['Action', 'Thriller'],\n",
+       "  'Director': 'Tony Scott',\n",
+       "  'Cast': ['Denzel Washington',\n",
+       "   'Chris Pine',\n",
+       "   'Rosario Dawson',\n",
+       "   'Ethan Suplee'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 81560000.0},\n",
+       " {'Title': 'Flight',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'Robert Zemeckis',\n",
+       "  'Cast': ['Denzel           Washington',\n",
+       "   'Nadine Velazquez',\n",
+       "   'Don Cheadle',\n",
+       "   'John Goodman'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 138,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 93750000.0},\n",
+       " {'Title': 'Home',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Tim Johnson',\n",
+       "  'Cast': ['Jim Parsons', 'Rihanna', 'Steve Martin', 'Jennifer Lopez'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 177340000.0},\n",
+       " {'Title': 'La migliore offerta',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Giuseppe Tornatore',\n",
+       "  'Cast': ['Geoffrey Rush',\n",
+       "   'Jim Sturgess',\n",
+       "   'Sylvia Hoeks',\n",
+       "   'Donald Sutherland'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 131,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 90000.0},\n",
+       " {'Title': 'Mean Dreams',\n",
+       "  'Genre': ['Thriller'],\n",
+       "  'Director': 'Nathan Morlando',\n",
+       "  'Cast': ['Sophie Nélisse', 'Josh Wiggins', 'Joe Cobden', 'Bill Paxton'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': '42',\n",
+       "  'Genre': ['Biography', 'Drama', 'Sport'],\n",
+       "  'Director': 'Brian Helgeland',\n",
+       "  'Cast': ['Chadwick Boseman',\n",
+       "   'T.R. Knight',\n",
+       "   'Harrison Ford',\n",
+       "   'Nicole Beharie'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 128,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 95000000.0},\n",
+       " {'Title': '21',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Robert Luketic',\n",
+       "  'Cast': ['Jim Sturgess', 'Kate Bosworth', 'Kevin Spacey', 'Aaron Yoo'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 81160000.0},\n",
+       " {'Title': 'Begin Again',\n",
+       "  'Genre': ['Drama', 'Music'],\n",
+       "  'Director': 'John Carney',\n",
+       "  'Cast': ['Keira Knightley',\n",
+       "   'Mark Ruffalo',\n",
+       "   'Adam Levine',\n",
+       "   'Hailee Steinfeld'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 16170000.000000002},\n",
+       " {'Title': 'Out of the Furnace',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Scott Cooper',\n",
+       "  'Cast': ['Christian Bale',\n",
+       "   'Casey Affleck',\n",
+       "   'Zoe Saldana',\n",
+       "   'Woody Harrelson'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 11330000.0},\n",
+       " {'Title': 'Vicky Cristina Barcelona',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Woody Allen',\n",
+       "  'Cast': ['Rebecca Hall',\n",
+       "   'Scarlett Johansson',\n",
+       "   'Javier Bardem',\n",
+       "   'Christopher Evan Welch'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 23210000.0},\n",
+       " {'Title': 'Kung Fu Panda',\n",
+       "  'Genre': ['Animation', 'Action', 'Adventure'],\n",
+       "  'Director': 'Mark Osborne',\n",
+       "  'Cast': ['Jack Black', 'Ian McShane', 'Angelina Jolie', 'Dustin Hoffman'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 215400000.0},\n",
+       " {'Title': 'Barbershop: The Next Cut',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Malcolm D. Lee',\n",
+       "  'Cast': ['Ice Cube', 'Regina Hall', 'Anthony Anderson', 'Eve'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 54010000.0},\n",
+       " {'Title': 'Terminator Salvation',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'McG',\n",
+       "  'Cast': ['Christian Bale',\n",
+       "   'Sam Worthington',\n",
+       "   'Anton Yelchin',\n",
+       "   'Moon Bloodgood'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 125320000.0},\n",
+       " {'Title': 'Freedom Writers',\n",
+       "  'Genre': ['Biography', 'Crime', 'Drama'],\n",
+       "  'Director': 'Richard LaGravenese',\n",
+       "  'Cast': ['Hilary Swank',\n",
+       "   'Imelda Staunton',\n",
+       "   'Patrick Dempsey',\n",
+       "   'Scott Glenn'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 36580000.0},\n",
+       " {'Title': 'The Hills Have Eyes',\n",
+       "  'Genre': ['Horror'],\n",
+       "  'Director': 'Alexandre Aja',\n",
+       "  'Cast': ['Ted Levine', 'Kathleen Quinlan', 'Dan Byrd', 'Emilie de Ravin'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 41780000.0},\n",
+       " {'Title': 'Changeling',\n",
+       "  'Genre': ['Biography', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Clint Eastwood',\n",
+       "  'Cast': ['Angelina Jolie', 'Colm Feore', 'Amy Ryan', 'Gattlin Griffith'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 141,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 35710000.0},\n",
+       " {'Title': 'Remember Me',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Allen Coulter',\n",
+       "  'Cast': ['Robert Pattinson',\n",
+       "   'Emilie de Ravin',\n",
+       "   'Caitlyn Rund',\n",
+       "   'Moisés Acevedo'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 19060000.0},\n",
+       " {'Title': 'Koe no katachi',\n",
+       "  'Genre': ['Animation', 'Drama', 'Romance'],\n",
+       "  'Director': 'Naoko Yamada',\n",
+       "  'Cast': ['Miyu Irino', 'Saori Hayami', 'Aoi Yuki', 'Kenshô Ono'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 129,\n",
+       "  'Rating': 8.4,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Alexander and the Terrible, Horrible, No Good, Very Bad Day',\n",
+       "  'Genre': ['Comedy', 'Family'],\n",
+       "  'Director': 'Miguel Arteta',\n",
+       "  'Cast': ['Steve Carell',\n",
+       "   'Jennifer Garner',\n",
+       "   'Ed Oxenbould',\n",
+       "   'Dylan Minnette'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 81,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 66950000.0},\n",
+       " {'Title': 'Locke',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Steven Knight',\n",
+       "  'Cast': ['Tom Hardy', 'Olivia Colman', 'Ruth Wilson', 'Andrew Scott'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 85,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 1360000.0},\n",
+       " {'Title': 'The 9th Life of Louis Drax',\n",
+       "  'Genre': ['Mystery', 'Thriller'],\n",
+       "  'Director': 'Alexandre Aja',\n",
+       "  'Cast': ['Jamie Dornan', 'Aiden Longworth', 'Sarah Gadon', 'Aaron Paul'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Horns',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Horror'],\n",
+       "  'Director': 'Alexandre Aja',\n",
+       "  'Cast': ['Daniel Radcliffe', 'Juno Temple', 'Max Minghella', 'Joe Anderson'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 160000.0},\n",
+       " {'Title': 'Indignation',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'James Schamus',\n",
+       "  'Cast': ['Logan Lerman', 'Sarah Gadon', 'Tijuana Ricks', 'Sue Dahlman'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 3400000.0},\n",
+       " {'Title': 'The Stanford Prison Experiment',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'Kyle Patrick Alvarez',\n",
+       "  'Cast': ['Ezra Miller', 'Tye Sheridan', 'Billy Crudup', 'Olivia Thirlby'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 122,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 640000.0},\n",
+       " {'Title': 'Diary of a Wimpy Kid: Rodrick Rules',\n",
+       "  'Genre': ['Comedy', 'Family'],\n",
+       "  'Director': 'David Bowers',\n",
+       "  'Cast': ['Zachary Gordon',\n",
+       "   'Devon Bostick',\n",
+       "   'Robert Capron',\n",
+       "   'Rachael Harris'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 52690000.0},\n",
+       " {'Title': 'Mission: Impossible III',\n",
+       "  'Genre': ['Action', 'Adventure', 'Thriller'],\n",
+       "  'Director': 'J.J. Abrams',\n",
+       "  'Cast': ['Tom Cruise',\n",
+       "   'Michelle Monaghan',\n",
+       "   'Ving Rhames',\n",
+       "   'Philip Seymour Hoffman'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 126,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 133380000.0},\n",
+       " {'Title': 'En man som heter Ove',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Hannes Holm',\n",
+       "  'Cast': ['Rolf Lassgård', 'Bahar Pars', 'Filip Berg', 'Ida Engvoll'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 116,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 3360000.0},\n",
+       " {'Title': 'Dragonball Evolution',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'James Wong',\n",
+       "  'Cast': ['Justin Chatwin', 'James Marsters', 'Yun-Fat Chow', 'Emmy Rossum'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 85,\n",
+       "  'Rating': 2.7,\n",
+       "  'Revenue': 9350000.0},\n",
+       " {'Title': 'Red Dawn',\n",
+       "  'Genre': ['Action', 'Thriller'],\n",
+       "  'Director': 'Dan Bradley',\n",
+       "  'Cast': ['Chris Hemsworth', 'Isabel Lucas', 'Josh Hutcherson', 'Josh Peck'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 93,\n",
+       "  'Rating': 5.4,\n",
+       "  'Revenue': 44800000.0},\n",
+       " {'Title': 'One Day',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Lone Scherfig',\n",
+       "  'Cast': ['Anne Hathaway', 'Jim Sturgess', 'Patricia Clarkson', 'Tom Mison'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 13770000.0},\n",
+       " {'Title': 'Life as We Know It',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Greg Berlanti',\n",
+       "  'Cast': ['Katherine Heigl', 'Josh Duhamel', 'Josh Lucas', 'Alexis Clagett'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 114,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 53360000.0},\n",
+       " {'Title': '28 Weeks Later',\n",
+       "  'Genre': ['Drama', 'Horror', 'Sci-Fi'],\n",
+       "  'Director': 'Juan Carlos Fresnadillo',\n",
+       "  'Cast': ['Jeremy Renner',\n",
+       "   'Rose Byrne',\n",
+       "   'Robert Carlyle',\n",
+       "   'Harold Perrineau'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 28640000.0},\n",
+       " {'Title': 'Warm Bodies',\n",
+       "  'Genre': ['Comedy', 'Horror', 'Romance'],\n",
+       "  'Director': 'Jonathan Levine',\n",
+       "  'Cast': ['Nicholas Hoult',\n",
+       "   'Teresa Palmer',\n",
+       "   'John Malkovich',\n",
+       "   'Analeigh Tipton'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 66360000.0},\n",
+       " {'Title': 'Blue Jasmine',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Woody Allen',\n",
+       "  'Cast': ['Cate Blanchett',\n",
+       "   'Alec Baldwin',\n",
+       "   'Peter Sarsgaard',\n",
+       "   'Sally Hawkins'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 33400000.0},\n",
+       " {'Title': 'Wrath of the Titans',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Jonathan Liebesman',\n",
+       "  'Cast': ['Sam Worthington', 'Liam Neeson', 'Rosamund Pike', 'Ralph Fiennes'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 83640000.0},\n",
+       " {'Title': 'Shin Gojira',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Hideaki Anno',\n",
+       "  'Cast': ['Hiroki Hasegawa',\n",
+       "   'Yutaka Takenouchi',\n",
+       "   'Satomi Ishihara',\n",
+       "   'Ren Ôsugi'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 1910000.0},\n",
+       " {'Title': 'Saving Mr. Banks',\n",
+       "  'Genre': ['Biography', 'Comedy', 'Drama'],\n",
+       "  'Director': 'John Lee Hancock',\n",
+       "  'Cast': ['Emma Thompson',\n",
+       "   'Tom Hanks',\n",
+       "   'Annie Rose Buckley',\n",
+       "   'Colin Farrell'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 125,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 83300000.0},\n",
+       " {'Title': 'Transcendence',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Romance'],\n",
+       "  'Director': 'Wally Pfister',\n",
+       "  'Cast': ['Johnny Depp', 'Rebecca Hall', 'Morgan Freeman', 'Cillian Murphy'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 23010000.0},\n",
+       " {'Title': 'Rio',\n",
+       "  'Genre': ['Animation', 'Adventure', 'Comedy'],\n",
+       "  'Director': 'Carlos Saldanha',\n",
+       "  'Cast': ['Jesse Eisenberg', 'Anne Hathaway', 'George Lopez', 'Karen Disher'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 143620000.0},\n",
+       " {'Title': 'Equals',\n",
+       "  'Genre': ['Drama', 'Romance', 'Sci-Fi'],\n",
+       "  'Director': 'Drake Doremus',\n",
+       "  'Cast': ['Nicholas Hoult',\n",
+       "   'Kristen Stewart',\n",
+       "   'Vernetta Lopez',\n",
+       "   'Scott Lawrence'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 30000.0},\n",
+       " {'Title': 'Babel',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Alejandro González Iñárritu',\n",
+       "  'Cast': ['Brad Pitt',\n",
+       "   'Cate Blanchett',\n",
+       "   'Gael García Bernal',\n",
+       "   'Mohamed Akhzam'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 143,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 34300000.0},\n",
+       " {'Title': 'The Tree of Life',\n",
+       "  'Genre': ['Drama', 'Fantasy'],\n",
+       "  'Director': 'Terrence Malick',\n",
+       "  'Cast': ['Brad Pitt', 'Sean Penn', 'Jessica Chastain', 'Hunter McCracken'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 139,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 13300000.0},\n",
+       " {'Title': 'The Lucky One',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Scott Hicks',\n",
+       "  'Cast': ['Zac Efron',\n",
+       "   'Taylor Schilling',\n",
+       "   'Blythe Danner',\n",
+       "   'Riley Thomas Stewart'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 60440000.0},\n",
+       " {'Title': 'Piranha 3D',\n",
+       "  'Genre': ['Comedy', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Alexandre Aja',\n",
+       "  'Cast': ['Elisabeth Shue',\n",
+       "   \"Jerry O'Connell\",\n",
+       "   'Richard Dreyfuss',\n",
+       "   'Ving Rhames'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 25000000.0},\n",
+       " {'Title': '50/50',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Jonathan Levine',\n",
+       "  'Cast': ['Joseph Gordon-Levitt',\n",
+       "   'Seth Rogen',\n",
+       "   'Anna Kendrick',\n",
+       "   'Bryce Dallas Howard'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 34960000.0},\n",
+       " {'Title': 'The Intent',\n",
+       "  'Genre': ['Crime', 'Drama'],\n",
+       "  'Director': 'Femi Oyeniran',\n",
+       "  'Cast': ['Dylan Duffus', 'Scorcher', 'Shone Romulus', 'Jade Asha'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 3.5,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'This Is 40',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Judd Apatow',\n",
+       "  'Cast': ['Paul Rudd', 'Leslie Mann', 'Maude Apatow', 'Iris Apatow'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 134,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 67520000.0},\n",
+       " {'Title': 'Real Steel',\n",
+       "  'Genre': ['Action', 'Drama', 'Family'],\n",
+       "  'Director': 'Shawn Levy',\n",
+       "  'Cast': ['Hugh Jackman',\n",
+       "   'Evangeline Lilly',\n",
+       "   'Dakota Goyo',\n",
+       "   'Anthony Mackie'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 127,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 85460000.0},\n",
+       " {'Title': 'Sex and the City',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Michael Patrick King',\n",
+       "  'Cast': ['Sarah Jessica Parker',\n",
+       "   'Kim Cattrall',\n",
+       "   'Cynthia Nixon',\n",
+       "   'Kristin Davis'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 145,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 152640000.0},\n",
+       " {'Title': 'Rambo',\n",
+       "  'Genre': ['Action', 'Thriller', 'War'],\n",
+       "  'Director': 'Sylvester Stallone',\n",
+       "  'Cast': ['Sylvester Stallone',\n",
+       "   'Julie Benz',\n",
+       "   'Matthew Marsden',\n",
+       "   'Graham McTavish'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 42720000.0},\n",
+       " {'Title': 'Planet Terror',\n",
+       "  'Genre': ['Action', 'Comedy', 'Horror'],\n",
+       "  'Director': 'Robert Rodriguez',\n",
+       "  'Cast': ['Rose McGowan',\n",
+       "   'Freddy Rodríguez',\n",
+       "   'Josh Brolin',\n",
+       "   'Marley Shelton'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Concussion',\n",
+       "  'Genre': ['Biography', 'Drama', 'Sport'],\n",
+       "  'Director': 'Peter Landesman',\n",
+       "  'Cast': ['Will Smith', 'Alec Baldwin', 'Albert Brooks', 'David Morse'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 34530000.0},\n",
+       " {'Title': 'The Fall',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Tarsem Singh',\n",
+       "  'Cast': ['Lee Pace', 'Catinca Untaru', 'Justine Waddell', 'Kim Uylenbroek'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 2280000.0},\n",
+       " {'Title': 'The Ugly Truth',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Robert Luketic',\n",
+       "  'Cast': ['Katherine Heigl', 'Gerard Butler', 'Bree Turner', 'Eric Winter'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 88920000.0},\n",
+       " {'Title': 'Bride Wars',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Gary Winick',\n",
+       "  'Cast': ['Kate Hudson',\n",
+       "   'Anne Hathaway',\n",
+       "   'Candice Bergen',\n",
+       "   'Bryan Greenberg'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 89,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 58720000.0},\n",
+       " {'Title': 'Sleeping with Other People',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Leslye Headland',\n",
+       "  'Cast': ['Jason Sudeikis',\n",
+       "   'Alison Brie',\n",
+       "   'Jordan Carlos',\n",
+       "   'Margarita Levieva'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 810000.0},\n",
+       " {'Title': 'Snakes on a Plane',\n",
+       "  'Genre': ['Action', 'Adventure', 'Crime'],\n",
+       "  'Director': 'David R. Ellis',\n",
+       "  'Cast': ['Samuel L. Jackson',\n",
+       "   'Julianna Margulies',\n",
+       "   'Nathan Phillips',\n",
+       "   'Rachel Blanchard'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 34010000.0},\n",
+       " {'Title': 'What If',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Michael Dowse',\n",
+       "  'Cast': ['Daniel Radcliffe', 'Zoe Kazan', 'Megan Park', 'Adam Driver'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 3450000.0},\n",
+       " {'Title': 'How to Train Your Dragon 2',\n",
+       "  'Genre': ['Animation', 'Action', 'Adventure'],\n",
+       "  'Director': 'Dean DeBlois',\n",
+       "  'Cast': ['Jay Baruchel',\n",
+       "   'Cate Blanchett',\n",
+       "   'Gerard Butler',\n",
+       "   'Craig Ferguson'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 7.9,\n",
+       "  'Revenue': 177000000.0},\n",
+       " {'Title': 'RoboCop',\n",
+       "  'Genre': ['Action', 'Crime', 'Sci-Fi'],\n",
+       "  'Director': 'José Padilha',\n",
+       "  'Cast': ['Joel Kinnaman', 'Gary Oldman', 'Michael Keaton', 'Abbie Cornish'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 58610000.0},\n",
+       " {'Title': 'In Dubious Battle',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'James Franco',\n",
+       "  'Cast': ['Nat Wolff', 'James Franco', \"Vincent D'Onofrio\", 'Selena Gomez'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Hello, My Name Is Doris',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Michael Showalter',\n",
+       "  'Cast': ['Sally Field',\n",
+       "   'Max Greenfield',\n",
+       "   'Tyne Daly',\n",
+       "   'Wendi McLendon-Covey'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 14440000.0},\n",
+       " {'Title': \"Ocean's Thirteen\",\n",
+       "  'Genre': ['Crime', 'Thriller'],\n",
+       "  'Director': 'Steven Soderbergh',\n",
+       "  'Cast': ['George Clooney', 'Brad Pitt', 'Matt Damon', 'Michael Mantell'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 122,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 117140000.0},\n",
+       " {'Title': 'Slither',\n",
+       "  'Genre': ['Comedy', 'Horror', 'Sci-Fi'],\n",
+       "  'Director': 'James Gunn',\n",
+       "  'Cast': ['Nathan Fillion',\n",
+       "   'Elizabeth Banks',\n",
+       "   'Michael Rooker',\n",
+       "   'Don Thompson'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 7770000.0},\n",
+       " {'Title': 'Contagion',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'Steven Soderbergh',\n",
+       "  'Cast': ['Matt Damon', 'Kate Winslet', 'Jude Law', 'Gwyneth Paltrow'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 75640000.0},\n",
+       " {'Title': 'Il racconto dei racconti - Tale of Tales',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Horror'],\n",
+       "  'Director': 'Matteo Garrone',\n",
+       "  'Cast': ['Salma Hayek', 'Vincent Cassel', 'Toby Jones', 'John C. Reilly'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 133,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 80000.0},\n",
+       " {'Title': 'I Am the Pretty Thing That Lives in the House',\n",
+       "  'Genre': ['Thriller'],\n",
+       "  'Director': 'Oz Perkins',\n",
+       "  'Cast': ['Ruth Wilson', 'Paula Prentiss', 'Lucy Boynton', 'Bob Balaban'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 87,\n",
+       "  'Rating': 4.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Bridge to Terabithia',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Family'],\n",
+       "  'Director': 'Gabor Csupo',\n",
+       "  'Cast': ['Josh Hutcherson',\n",
+       "   'AnnaSophia Robb',\n",
+       "   'Zooey Deschanel',\n",
+       "   'Robert Patrick'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 82230000.0},\n",
+       " {'Title': 'Coherence',\n",
+       "  'Genre': ['Mystery', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'James Ward Byrkit',\n",
+       "  'Cast': ['Emily Baldoni',\n",
+       "   'Maury Sterling',\n",
+       "   'Nicholas Brendon',\n",
+       "   'Elizabeth Gracen'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 89,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 70000.0},\n",
+       " {'Title': 'Notorious',\n",
+       "  'Genre': ['Biography', 'Crime', 'Drama'],\n",
+       "  'Director': 'George Tillman Jr.',\n",
+       "  'Cast': ['Jamal Woolard', 'Anthony Mackie', 'Derek Luke', 'Momo Dione'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 122,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 36840000.0},\n",
+       " {'Title': 'Goksung',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Horror'],\n",
+       "  'Director': 'Hong-jin Na',\n",
+       "  'Cast': ['Jun Kunimura', 'Jung-min Hwang', 'Do-won Kwak', 'Woo-hee Chun'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 156,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 790000.0},\n",
+       " {'Title': 'The Expendables 2',\n",
+       "  'Genre': ['Action', 'Adventure', 'Thriller'],\n",
+       "  'Director': 'Simon West',\n",
+       "  'Cast': ['Sylvester Stallone',\n",
+       "   'Liam Hemsworth',\n",
+       "   'Randy Couture',\n",
+       "   'Jean-Claude Van Damme'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 85020000.0},\n",
+       " {'Title': 'The Girl Next Door',\n",
+       "  'Genre': ['Crime', 'Drama', 'Horror'],\n",
+       "  'Director': 'Gregory Wilson',\n",
+       "  'Cast': ['William Atherton',\n",
+       "   'Blythe Auffarth',\n",
+       "   'Blanche Baker',\n",
+       "   'Kevin Chamberlin'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 91,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Perfume: The Story of a Murderer',\n",
+       "  'Genre': ['Crime', 'Drama', 'Fantasy'],\n",
+       "  'Director': 'Tom Tykwer',\n",
+       "  'Cast': ['Ben Whishaw', 'Dustin Hoffman', 'Alan Rickman', 'Francesc Albiol'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 147,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 2210000.0},\n",
+       " {'Title': 'The Golden Compass',\n",
+       "  'Genre': ['Adventure', 'Family', 'Fantasy'],\n",
+       "  'Director': 'Chris Weitz',\n",
+       "  'Cast': ['Nicole Kidman',\n",
+       "   'Daniel Craig',\n",
+       "   'Dakota Blue Richards',\n",
+       "   'Ben Walker'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 70080000.0},\n",
+       " {'Title': 'Centurion',\n",
+       "  'Genre': ['Action', 'Adventure', 'Drama'],\n",
+       "  'Director': 'Neil Marshall',\n",
+       "  'Cast': ['Michael      fassbender',\n",
+       "   'Dominic West',\n",
+       "   'Olga Kurylenko',\n",
+       "   'Andreas Wisniewski'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 120000.0},\n",
+       " {'Title': 'Scouts Guide to the Zombie Apocalypse',\n",
+       "  'Genre': ['Action', 'Comedy', 'Horror'],\n",
+       "  'Director': 'Christopher Landon',\n",
+       "  'Cast': ['Tye Sheridan', 'Logan Miller', 'Joey Morgan', 'Sarah Dumont'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 93,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 3640000.0},\n",
+       " {'Title': '17 Again',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Family'],\n",
+       "  'Director': 'Burr Steers',\n",
+       "  'Cast': ['Zac Efron', 'Matthew Perry', 'Leslie Mann', 'Thomas Lennon'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 64150000.00000001},\n",
+       " {'Title': 'No Escape',\n",
+       "  'Genre': ['Action', 'Thriller'],\n",
+       "  'Director': 'John Erick Dowdle',\n",
+       "  'Cast': ['Lake Bell',\n",
+       "   'Pierce Brosnan',\n",
+       "   'Owen Wilson',\n",
+       "   'Chatchawai Kamonsakpitak'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 103,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 27290000.0},\n",
+       " {'Title': 'Superman Returns',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'Bryan Singer',\n",
+       "  'Cast': ['Brandon Routh', 'Kevin Spacey', 'Kate Bosworth', 'James Marsden'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 154,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 200070000.0},\n",
+       " {'Title': 'The Twilight Saga: Breaking Dawn - Part 1',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Fantasy'],\n",
+       "  'Director': 'Bill Condon',\n",
+       "  'Cast': ['Kristen Stewart',\n",
+       "   'Robert Pattinson',\n",
+       "   'Taylor Lautner',\n",
+       "   'Gil Birmingham'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 4.9,\n",
+       "  'Revenue': 281280000.0},\n",
+       " {'Title': 'Precious',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Lee Daniels',\n",
+       "  'Cast': ['Gabourey Sidibe', \"Mo'Nique\", 'Paula Patton', 'Mariah Carey'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 47540000.0},\n",
+       " {'Title': 'The Sea of Trees',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Gus Van Sant',\n",
+       "  'Cast': ['Matthew McConaughey', 'Naomi Watts', 'Ken Watanabe', 'Ryoko Seta'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 20000.0},\n",
+       " {'Title': 'Good Kids',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Chris McCoy',\n",
+       "  'Cast': ['Zoey Deutch', 'Nicholas Braun', 'Mateo Arias', 'Israel Broussard'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 86,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Master',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Paul Thomas Anderson',\n",
+       "  'Cast': ['Philip Seymour Hoffman',\n",
+       "   'Joaquin Phoenix',\n",
+       "   'Amy Adams',\n",
+       "   'Jesse Plemons'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 144,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 16379999.999999998},\n",
+       " {'Title': 'Footloose',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Music'],\n",
+       "  'Director': 'Craig Brewer',\n",
+       "  'Cast': ['Kenny Wormald',\n",
+       "   'Julianne Hough',\n",
+       "   'Dennis Quaid',\n",
+       "   'Andie MacDowell'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 51780000.0},\n",
+       " {'Title': 'If I Stay',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Music'],\n",
+       "  'Director': 'R.J. Cutler',\n",
+       "  'Cast': ['Chloë Grace Moretz',\n",
+       "   'Mireille Enos',\n",
+       "   'Jamie Blackley',\n",
+       "   'Joshua Leonard'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 107,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 50460000.0},\n",
+       " {'Title': 'The Ticket',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Ido Fluk',\n",
+       "  'Cast': ['Dan Stevens', 'Malin Akerman', 'Oliver Platt', 'Kerry Bishé'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 5.4,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Detour',\n",
+       "  'Genre': ['Thriller'],\n",
+       "  'Director': 'Christopher Smith',\n",
+       "  'Cast': ['Tye Sheridan', 'Emory Cohen', 'Bel Powley', 'Stephen Moyer'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Love Witch',\n",
+       "  'Genre': ['Comedy', 'Horror'],\n",
+       "  'Director': 'Anna Biller',\n",
+       "  'Cast': ['Samantha Robinson',\n",
+       "   'Jeffrey Vincent Parise',\n",
+       "   'Laura Waddell',\n",
+       "   'Gian Keys'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 220000.0},\n",
+       " {'Title': 'Talladega Nights: The Ballad of Ricky Bobby',\n",
+       "  'Genre': ['Action', 'Comedy', 'Sport'],\n",
+       "  'Director': 'Adam McKay',\n",
+       "  'Cast': ['Will Ferrell', 'John C. Reilly', 'Sacha Baron Cohen', 'Gary Cole'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 148210000.0},\n",
+       " {'Title': 'The Human Centipede (First Sequence)',\n",
+       "  'Genre': ['Horror'],\n",
+       "  'Director': 'Tom Six',\n",
+       "  'Cast': ['Dieter Laser',\n",
+       "   'Ashley C. Williams',\n",
+       "   'Ashlynn Yennie',\n",
+       "   'Akihiro Kitamura'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 4.4,\n",
+       "  'Revenue': 180000.0},\n",
+       " {'Title': 'Super',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'James Gunn',\n",
+       "  'Cast': ['Rainn Wilson', 'Ellen Page', 'Liv Tyler', 'Kevin Bacon'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 96,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 320000.0},\n",
+       " {'Title': 'The Siege of Jadotville',\n",
+       "  'Genre': ['Action', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Richie Smyth',\n",
+       "  'Cast': ['Jamie Dornan',\n",
+       "   'Mark Strong',\n",
+       "   \"Jason O'Mara\",\n",
+       "   'Michael McElhatton'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Up in the Air',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Jason Reitman',\n",
+       "  'Cast': ['George Clooney', 'Vera Farmiga', 'Anna Kendrick', 'Jason Bateman'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 83810000.0},\n",
+       " {'Title': 'The Midnight Meat Train',\n",
+       "  'Genre': ['Horror', 'Mystery'],\n",
+       "  'Director': 'Ryûhei Kitamura',\n",
+       "  'Cast': ['Vinnie Jones', 'Bradley Cooper', 'Leslie Bibb', 'Brooke Shields'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 70000.0},\n",
+       " {'Title': 'The Twilight Saga: Eclipse',\n",
+       "  'Genre': ['Adventure', 'Drama', 'Fantasy'],\n",
+       "  'Director': 'David Slade',\n",
+       "  'Cast': ['Kristen Stewart',\n",
+       "   'Robert Pattinson',\n",
+       "   'Taylor Lautner',\n",
+       "   'Xavier Samuel'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 4.9,\n",
+       "  'Revenue': 300520000.0},\n",
+       " {'Title': 'Transpecos',\n",
+       "  'Genre': ['Thriller'],\n",
+       "  'Director': 'Greg Kwedar',\n",
+       "  'Cast': ['Johnny Simmons',\n",
+       "   'Gabriel Luna',\n",
+       "   'Clifton Collins Jr.',\n",
+       "   'David Acord'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 86,\n",
+       "  'Rating': 5.8,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': \"What's Your Number?\",\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Mark Mylod',\n",
+       "  'Cast': ['Anna Faris', 'Chris Evans', 'Ari Graynor', 'Blythe Danner'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 106,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 13990000.0},\n",
+       " {'Title': 'Riddick',\n",
+       "  'Genre': ['Action', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'David Twohy',\n",
+       "  'Cast': ['Vin Diesel', 'Karl Urban', 'Katee Sackhoff', 'Jordi Mollà'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 119,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 42000000.0},\n",
+       " {'Title': 'Triangle',\n",
+       "  'Genre': ['Fantasy', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Christopher Smith',\n",
+       "  'Cast': ['Melissa George', 'Joshua McIvor', 'Jack Taylor', 'Michael Dorman'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Butler',\n",
+       "  'Genre': ['Biography', 'Drama'],\n",
+       "  'Director': 'Lee Daniels',\n",
+       "  'Cast': ['Forest Whitaker', 'Oprah Winfrey', 'John Cusack', 'Jane Fonda'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 132,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 116630000.0},\n",
+       " {'Title': 'King Cobra',\n",
+       "  'Genre': ['Crime', 'Drama'],\n",
+       "  'Director': 'Justin Kelly',\n",
+       "  'Cast': ['Garrett Clayton',\n",
+       "   'Christian Slater',\n",
+       "   'Molly Ringwald',\n",
+       "   'James Kelley'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 91,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 30000.0},\n",
+       " {'Title': 'After Earth',\n",
+       "  'Genre': ['Action', 'Adventure', 'Sci-Fi'],\n",
+       "  'Director': 'M. Night Shyamalan',\n",
+       "  'Cast': ['Jaden Smith', 'David Denman', 'Will Smith', 'Sophie Okonedo'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 4.9,\n",
+       "  'Revenue': 60520000.0},\n",
+       " {'Title': 'Kicks',\n",
+       "  'Genre': ['Adventure'],\n",
+       "  'Director': 'Justin Tipping',\n",
+       "  'Cast': ['Jahking Guillory',\n",
+       "   'Christopher Jordan Wallace',\n",
+       "   'Christopher Meyer',\n",
+       "   'Kofi Siriboe'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 80,\n",
+       "  'Rating': 6.1,\n",
+       "  'Revenue': 150000.0},\n",
+       " {'Title': 'Me and Earl and the Dying Girl',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Alfonso Gomez-Rejon',\n",
+       "  'Cast': ['Thomas Mann', 'RJ Cyler', 'Olivia Cooke', 'Nick Offerman'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 6740000.0},\n",
+       " {'Title': 'The Descendants',\n",
+       "  'Genre': ['Comedy', 'Drama'],\n",
+       "  'Director': 'Alexander Payne',\n",
+       "  'Cast': ['George Clooney',\n",
+       "   'Shailene Woodley',\n",
+       "   'Amara Miller',\n",
+       "   'Nick Krause'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 82620000.0},\n",
+       " {'Title': 'Sex and the City 2',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Michael Patrick King',\n",
+       "  'Cast': ['Sarah Jessica Parker',\n",
+       "   'Kim Cattrall',\n",
+       "   'Kristin Davis',\n",
+       "   'Cynthia Nixon'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 146,\n",
+       "  'Rating': 4.3,\n",
+       "  'Revenue': 95330000.0},\n",
+       " {'Title': 'The Kings of Summer',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Drama'],\n",
+       "  'Director': 'Jordan Vogt-Roberts',\n",
+       "  'Cast': ['Nick Robinson', 'Gabriel Basso', 'Moises Arias', 'Nick Offerman'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 95,\n",
+       "  'Rating': 7.2,\n",
+       "  'Revenue': 1290000.0},\n",
+       " {'Title': 'Death Race',\n",
+       "  'Genre': ['Action', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Paul W.S. Anderson',\n",
+       "  'Cast': ['Jason Statham', 'Joan Allen', 'Tyrese Gibson', 'Ian McShane'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 6.4,\n",
+       "  'Revenue': 36060000.0},\n",
+       " {'Title': 'That Awkward Moment',\n",
+       "  'Genre': ['Comedy', 'Romance'],\n",
+       "  'Director': 'Tom Gormican',\n",
+       "  'Cast': ['Zac Efron', 'Michael B. Jordan', 'Miles Teller', 'Imogen Poots'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 26050000.0},\n",
+       " {'Title': 'Legion',\n",
+       "  'Genre': ['Action', 'Fantasy', 'Horror'],\n",
+       "  'Director': 'Scott Stewart',\n",
+       "  'Cast': ['Paul Bettany', 'Dennis Quaid', 'Charles S. Dutton', 'Lucas Black'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 100,\n",
+       "  'Rating': 5.2,\n",
+       "  'Revenue': 40170000.0},\n",
+       " {'Title': 'End of Watch',\n",
+       "  'Genre': ['Crime', 'Drama', 'Thriller'],\n",
+       "  'Director': 'David Ayer',\n",
+       "  'Cast': ['Jake Gyllenhaal',\n",
+       "   'Michael Peña',\n",
+       "   'Anna Kendrick',\n",
+       "   'America Ferrera'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 7.7,\n",
+       "  'Revenue': 40980000.0},\n",
+       " {'Title': '3 Days to Kill',\n",
+       "  'Genre': ['Action', 'Drama', 'Thriller'],\n",
+       "  'Director': 'McG',\n",
+       "  'Cast': ['Kevin Costner',\n",
+       "   'Hailee Steinfeld',\n",
+       "   'Connie Nielsen',\n",
+       "   'Amber Heard'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 117,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 30690000.0},\n",
+       " {'Title': 'Lucky Number Slevin',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Paul McGuigan',\n",
+       "  'Cast': ['Josh Hartnett', 'Ben Kingsley', 'Morgan Freeman', 'Lucy Liu'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 110,\n",
+       "  'Rating': 7.8,\n",
+       "  'Revenue': 22490000.0},\n",
+       " {'Title': 'Trance',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Danny Boyle',\n",
+       "  'Cast': ['James McAvoy', 'Rosario Dawson', 'Vincent Cassel', 'Danny Sapani'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 2320000.0},\n",
+       " {'Title': 'Into the Forest',\n",
+       "  'Genre': ['Drama', 'Sci-Fi', 'Thriller'],\n",
+       "  'Director': 'Patricia Rozema',\n",
+       "  'Cast': ['Ellen Page',\n",
+       "   'Evan Rachel Wood',\n",
+       "   'Max Minghella',\n",
+       "   'Callum Keith Rennie'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 101,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 10000.0},\n",
+       " {'Title': 'The Other Boleyn Girl',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'Justin Chadwick',\n",
+       "  'Cast': ['Natalie Portman',\n",
+       "   'Scarlett Johansson',\n",
+       "   'Eric Bana',\n",
+       "   'Jim Sturgess'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 115,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 26810000.0},\n",
+       " {'Title': 'I Spit on Your Grave',\n",
+       "  'Genre': ['Crime', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Steven R. Monroe',\n",
+       "  'Cast': ['Sarah Butler', 'Jeff Branson', 'Andrew Howard', 'Daniel Franzese'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 108,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 90000.0},\n",
+       " {'Title': 'Custody',\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'James Lapine',\n",
+       "  'Cast': ['Viola Davis',\n",
+       "   'Hayden Panettiere',\n",
+       "   'Catalina Sandino Moreno',\n",
+       "   'Ellen Burstyn'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Inland Empire',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'David Lynch',\n",
+       "  'Cast': ['Laura Dern', 'Jeremy Irons', 'Justin Theroux', 'Karolina Gruszka'],\n",
+       "  'Year': 2006,\n",
+       "  'Runtime': 180,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': \"L'odyssée\",\n",
+       "  'Genre': ['Adventure', 'Biography'],\n",
+       "  'Director': 'Jérôme Salle',\n",
+       "  'Cast': ['Lambert Wilson', 'Pierre Niney', 'Audrey Tautou', 'Laurent Lucas'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 122,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Walk',\n",
+       "  'Genre': ['Adventure', 'Biography', 'Crime'],\n",
+       "  'Director': 'Robert Zemeckis',\n",
+       "  'Cast': ['Joseph Gordon-Levitt',\n",
+       "   'Charlotte Le Bon',\n",
+       "   'Guillaume Baillargeon',\n",
+       "   'Émilie Leclerc'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 7.3,\n",
+       "  'Revenue': 10140000.0},\n",
+       " {'Title': 'Wrecker',\n",
+       "  'Genre': ['Action', 'Horror', 'Thriller'],\n",
+       "  'Director': 'Micheal Bafaro',\n",
+       "  'Cast': ['Anna Hutchison',\n",
+       "   'Andrea Whitburn',\n",
+       "   'Jennifer Koenig',\n",
+       "   'Michael Dickson'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 83,\n",
+       "  'Rating': 3.5,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Lone Ranger',\n",
+       "  'Genre': ['Action', 'Adventure', 'Western'],\n",
+       "  'Director': 'Gore Verbinski',\n",
+       "  'Cast': ['Johnny Depp', 'Armie Hammer', 'William Fichtner', 'Tom Wilkinson'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 150,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 89290000.0},\n",
+       " {'Title': 'Texas Chainsaw 3D',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'John Luessenhop',\n",
+       "  'Cast': ['Alexandra Daddario',\n",
+       "   'Tania Raymonde',\n",
+       "   'Scott Eastwood',\n",
+       "   'Trey Songz'],\n",
+       "  'Year': 2013,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 4.8,\n",
+       "  'Revenue': 34330000.0},\n",
+       " {'Title': 'Disturbia',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'D.J. Caruso',\n",
+       "  'Cast': ['Shia LaBeouf', 'David Morse', 'Carrie-Anne Moss', 'Sarah Roemer'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 105,\n",
+       "  'Rating': 6.9,\n",
+       "  'Revenue': 80050000.0},\n",
+       " {'Title': 'Rock of Ages',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Musical'],\n",
+       "  'Director': 'Adam Shankman',\n",
+       "  'Cast': ['Julianne Hough', 'Diego Boneta', 'Tom Cruise', 'Alec Baldwin'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 123,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 38510000.0},\n",
+       " {'Title': 'Scream 4',\n",
+       "  'Genre': ['Horror', 'Mystery'],\n",
+       "  'Director': 'Wes Craven',\n",
+       "  'Cast': ['Neve Campbell', 'Courteney Cox', 'David Arquette', 'Lucy Hale'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 38180000.0},\n",
+       " {'Title': 'Queen of Katwe',\n",
+       "  'Genre': ['Biography', 'Drama', 'Sport'],\n",
+       "  'Director': 'Mira Nair',\n",
+       "  'Cast': ['Madina Nalwanga',\n",
+       "   'David Oyelowo',\n",
+       "   \"Lupita Nyong'o\",\n",
+       "   'Martin Kabanza'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 124,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 8810000.0},\n",
+       " {'Title': 'My Big Fat Greek Wedding 2',\n",
+       "  'Genre': ['Comedy', 'Family', 'Romance'],\n",
+       "  'Director': 'Kirk Jones',\n",
+       "  'Cast': ['Nia Vardalos',\n",
+       "   'John Corbett',\n",
+       "   'Michael Constantine',\n",
+       "   'Lainie Kazan'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 6.0,\n",
+       "  'Revenue': 59570000.0},\n",
+       " {'Title': 'Dark Places',\n",
+       "  'Genre': ['Drama', 'Mystery', 'Thriller'],\n",
+       "  'Director': 'Gilles Paquet-Brenner',\n",
+       "  'Cast': ['Charlize Theron',\n",
+       "   'Nicholas Hoult',\n",
+       "   'Christina Hendricks',\n",
+       "   'Chloë Grace Moretz'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 113,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Amateur Night',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Lisa Addario',\n",
+       "  'Cast': ['Jason Biggs',\n",
+       "   'Janet Montgomery',\n",
+       "   'Ashley Tisdale',\n",
+       "   'Bria L. Murphy'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 5.0,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': \"It's Only the End of the World\",\n",
+       "  'Genre': ['Drama'],\n",
+       "  'Director': 'Xavier Dolan',\n",
+       "  'Cast': ['Nathalie Baye',\n",
+       "   'Vincent Cassel',\n",
+       "   'Marion Cotillard',\n",
+       "   'Léa Seydoux'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'The Skin I Live In',\n",
+       "  'Genre': ['Drama', 'Thriller'],\n",
+       "  'Director': 'Pedro Almodóvar',\n",
+       "  'Cast': ['Antonio Banderas', 'Elena Anaya', 'Jan Cornet', 'Marisa Paredes'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 120,\n",
+       "  'Rating': 7.6,\n",
+       "  'Revenue': 3190000.0},\n",
+       " {'Title': 'Miracles from Heaven',\n",
+       "  'Genre': ['Biography', 'Drama', 'Family'],\n",
+       "  'Director': 'Patricia Riggen',\n",
+       "  'Cast': ['Jennifer Garner',\n",
+       "   'Kylie Rogers',\n",
+       "   'Martin Henderson',\n",
+       "   'Brighton Sharbino'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 109,\n",
+       "  'Rating': 7.0,\n",
+       "  'Revenue': 61690000.0},\n",
+       " {'Title': 'Annie',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Family'],\n",
+       "  'Director': 'Will Gluck',\n",
+       "  'Cast': ['Quvenzhané Wallis', 'Cameron Diaz', 'Jamie Foxx', 'Rose Byrne'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 118,\n",
+       "  'Rating': 5.3,\n",
+       "  'Revenue': 85910000.0},\n",
+       " {'Title': 'Across the Universe',\n",
+       "  'Genre': ['Drama', 'Fantasy', 'Musical'],\n",
+       "  'Director': 'Julie Taymor',\n",
+       "  'Cast': ['Evan Rachel Wood', 'Jim Sturgess', 'Joe Anderson', 'Dana Fuchs'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 133,\n",
+       "  'Rating': 7.4,\n",
+       "  'Revenue': 24340000.0},\n",
+       " {'Title': \"Let's Be Cops\",\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Luke Greenfield',\n",
+       "  'Cast': ['Jake Johnson', 'Damon Wayans Jr.', 'Rob Riggle', 'Nina Dobrev'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 6.5,\n",
+       "  'Revenue': 82390000.0},\n",
+       " {'Title': 'Max',\n",
+       "  'Genre': ['Adventure', 'Family'],\n",
+       "  'Director': 'Boaz Yakin',\n",
+       "  'Cast': ['Thomas Haden Church',\n",
+       "   'Josh Wiggins',\n",
+       "   'Luke Kleintank',\n",
+       "   'Lauren Graham'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.8,\n",
+       "  'Revenue': 42650000.0},\n",
+       " {'Title': 'Your Highness',\n",
+       "  'Genre': ['Adventure', 'Comedy', 'Fantasy'],\n",
+       "  'Director': 'David Gordon Green',\n",
+       "  'Cast': ['Danny McBride',\n",
+       "   'Natalie Portman',\n",
+       "   'James Franco',\n",
+       "   'Rasmus Hardiker'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 102,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 21560000.0},\n",
+       " {'Title': 'Final Destination 5',\n",
+       "  'Genre': ['Horror', 'Thriller'],\n",
+       "  'Director': 'Steven Quale',\n",
+       "  'Cast': [\"Nicholas D'Agosto\",\n",
+       "   'Emma Bell',\n",
+       "   'Arlen Escarpeta',\n",
+       "   'Miles Fisher'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 42580000.0},\n",
+       " {'Title': 'Endless Love',\n",
+       "  'Genre': ['Drama', 'Romance'],\n",
+       "  'Director': 'Shana Feste',\n",
+       "  'Cast': ['Gabriella Wilde',\n",
+       "   'Alex Pettyfer',\n",
+       "   'Bruce Greenwood',\n",
+       "   'Robert Patrick'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 104,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 23390000.0},\n",
+       " {'Title': 'Martyrs',\n",
+       "  'Genre': ['Horror'],\n",
+       "  'Director': 'Pascal Laugier',\n",
+       "  'Cast': ['Morjana Alaoui',\n",
+       "   'Mylène Jampanoï',\n",
+       "   'Catherine Bégin',\n",
+       "   'Robert Toupin'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 99,\n",
+       "  'Rating': 7.1,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Selma',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'Ava DuVernay',\n",
+       "  'Cast': ['David Oyelowo', 'Carmen Ejogo', 'Tim Roth', 'Lorraine Toussaint'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 128,\n",
+       "  'Rating': 7.5,\n",
+       "  'Revenue': 52070000.0},\n",
+       " {'Title': 'Underworld: Rise of the Lycans',\n",
+       "  'Genre': ['Action', 'Adventure', 'Fantasy'],\n",
+       "  'Director': 'Patrick Tatopoulos',\n",
+       "  'Cast': ['Rhona Mitra', 'Michael Sheen', 'Bill Nighy', 'Steven Mackintosh'],\n",
+       "  'Year': 2009,\n",
+       "  'Runtime': 92,\n",
+       "  'Rating': 6.6,\n",
+       "  'Revenue': 45800000.0},\n",
+       " {'Title': 'Taare Zameen Par',\n",
+       "  'Genre': ['Drama', 'Family', 'Music'],\n",
+       "  'Director': 'Aamir Khan',\n",
+       "  'Cast': ['Darsheel Safary', 'Aamir Khan', 'Tanay Chheda', 'Sachet Engineer'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 165,\n",
+       "  'Rating': 8.5,\n",
+       "  'Revenue': 1200000.0},\n",
+       " {'Title': 'Take Me Home Tonight',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Romance'],\n",
+       "  'Director': 'Michael Dowse',\n",
+       "  'Cast': ['Topher Grace', 'Anna Faris', 'Dan Fogler', 'Teresa Palmer'],\n",
+       "  'Year': 2011,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 6.3,\n",
+       "  'Revenue': 6920000.0},\n",
+       " {'Title': 'Resident Evil: Afterlife',\n",
+       "  'Genre': ['Action', 'Adventure', 'Horror'],\n",
+       "  'Director': 'Paul W.S. Anderson',\n",
+       "  'Cast': ['Milla Jovovich', 'Ali Larter', 'Wentworth Miller', 'Kim Coates'],\n",
+       "  'Year': 2010,\n",
+       "  'Runtime': 97,\n",
+       "  'Rating': 5.9,\n",
+       "  'Revenue': 60130000.0},\n",
+       " {'Title': 'Project X',\n",
+       "  'Genre': ['Comedy'],\n",
+       "  'Director': 'Nima Nourizadeh',\n",
+       "  'Cast': ['Thomas Mann',\n",
+       "   'Oliver Cooper',\n",
+       "   'Jonathan Daniel Brown',\n",
+       "   'Dax Flame'],\n",
+       "  'Year': 2012,\n",
+       "  'Runtime': 88,\n",
+       "  'Rating': 6.7,\n",
+       "  'Revenue': 54720000.0},\n",
+       " {'Title': 'Secret in Their Eyes',\n",
+       "  'Genre': ['Crime', 'Drama', 'Mystery'],\n",
+       "  'Director': 'Billy Ray',\n",
+       "  'Cast': ['Chiwetel Ejiofor',\n",
+       "   'Nicole Kidman',\n",
+       "   'Julia Roberts',\n",
+       "   'Dean Norris'],\n",
+       "  'Year': 2015,\n",
+       "  'Runtime': 111,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Hostel: Part II',\n",
+       "  'Genre': ['Horror'],\n",
+       "  'Director': 'Eli Roth',\n",
+       "  'Cast': ['Lauren German',\n",
+       "   'Heather Matarazzo',\n",
+       "   'Bijou Phillips',\n",
+       "   'Roger Bart'],\n",
+       "  'Year': 2007,\n",
+       "  'Runtime': 94,\n",
+       "  'Rating': 5.5,\n",
+       "  'Revenue': 17540000.0},\n",
+       " {'Title': 'Step Up 2: The Streets',\n",
+       "  'Genre': ['Drama', 'Music', 'Romance'],\n",
+       "  'Director': 'Jon M. Chu',\n",
+       "  'Cast': ['Robert Hoffman',\n",
+       "   'Briana Evigan',\n",
+       "   'Cassie Ventura',\n",
+       "   'Adam G. Sevani'],\n",
+       "  'Year': 2008,\n",
+       "  'Runtime': 98,\n",
+       "  'Rating': 6.2,\n",
+       "  'Revenue': 58010000.0},\n",
+       " {'Title': 'Search Party',\n",
+       "  'Genre': ['Adventure', 'Comedy'],\n",
+       "  'Director': 'Scot Armstrong',\n",
+       "  'Cast': ['Adam Pally',\n",
+       "   'T.J. Miller',\n",
+       "   'Thomas Middleditch',\n",
+       "   'Shannon Woodward'],\n",
+       "  'Year': 2014,\n",
+       "  'Runtime': 93,\n",
+       "  'Rating': 5.6,\n",
+       "  'Revenue': 0.0},\n",
+       " {'Title': 'Nine Lives',\n",
+       "  'Genre': ['Comedy', 'Family', 'Fantasy'],\n",
+       "  'Director': 'Barry Sonnenfeld',\n",
+       "  'Cast': ['Kevin Spacey', 'Jennifer Garner', 'Robbie Amell', 'Cheryl Hines'],\n",
+       "  'Year': 2016,\n",
+       "  'Runtime': 87,\n",
+       "  'Rating': 5.3,\n",
+       "  'Revenue': 19640000.0},\n",
+       " {'Title': 'Hamilton',\n",
+       "  'Genre': ['Biography', 'Drama', 'History'],\n",
+       "  'Director': 'Thomas Kail',\n",
+       "  'Cast': ['Lin-Manuel Miranda',\n",
+       "   'Phillipa Soo',\n",
+       "   'Leslie Odom Jr.',\n",
+       "   'Renée Elise Goldsberry'],\n",
+       "  'Year': 2020,\n",
+       "  'Runtime': 160,\n",
+       "  'Rating': 8.6,\n",
+       "  'Revenue': 612820000.0},\n",
+       " {'Title': 'Gisaengchung',\n",
+       "  'Genre': ['Comedy', 'Drama', 'Thriller'],\n",
+       "  'Director': 'Bong Joon Ho',\n",
+       "  'Cast': ['Kang-ho Song', 'Lee Sun-kyun', 'Cho Yeo-jeong', 'Choi Woo-sik'],\n",
+       "  'Year': 2019,\n",
+       "  'Runtime': 132,\n",
+       "  'Rating': 8.6,\n",
+       "  'Revenue': 53370000.0},\n",
+       " ...]"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "full_movies_data = parse_html(\"full_movies.html\")\n",
+    "full_movies_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 8: use `parse_html` to parse `\"full_movies.html\"` and write the contents into `\"full_movies.json\"`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "\n",
+    "f = open(\"full_movies.json\", 'w', encoding='utf-8')\n",
+    "json.dump(full_movies_data, f)\n",
+    "f.close()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/AmFam_Ashwin/31_Web3/Lecture Code/Lec31_Web3_Template.ipynb b/s24/AmFam_Ashwin/31_Web3/Lecture Code/Lec31_Web3_Template.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..2c45c28fb30680934bd9c687f67edfc12f55f22d
--- /dev/null
+++ b/s24/AmFam_Ashwin/31_Web3/Lecture Code/Lec31_Web3_Template.ipynb	
@@ -0,0 +1,910 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Web3: Scraping Web Data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 0"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "\n",
+    "# The documentation is only 1 page!\n",
+    "# https://beautiful-soup-4.readthedocs.io/en/latest/\n",
+    "from bs4 import BeautifulSoup"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1: HTML table and hyperlinks\n",
+    "In order to scrape web pages, you need to know the HTML syntax for tables and hyperlinks.\n",
+    "\n",
+    "#### Warmup 1a: Add another row."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<table>\n",
+    "  <tr>\n",
+    "    <th>University</th>\n",
+    "    <th>Department</th>\n",
+    "  </tr>\n",
+    "  <tr>\n",
+    "    <td>UW-Madison</td>\n",
+    "    <td><a href = \"https://www.cs.wisc.edu/\">Computer Sciences</a></td>\n",
+    "  </tr>\n",
+    "  <tr>\n",
+    "    <td>UC Berkeley</td>\n",
+    "    <td><a href = \"https://eecs.berkeley.edu/\">Electrical Engineering and Computer Sciences</a></td>\n",
+    "    </tr>\n",
+    "</table>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1b: Does indentation matter?"
+   ]
+  },
+  {
+   "attachments": {
+    "image.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![image.png](attachment:image.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1c: Consider the following HTML...\n",
+    "\n",
+    "`<a href=\"https://www.google.com/\"><b>Google</b> It</a>`\n",
+    "\n",
+    "* **DOM** stands for *DOCUMENT OBJECT MODEL*\n",
+    "* An HTML page looks like a *TREE*\n",
+    "* `<b>Google</b>` is an *ELEMENT NODE*\n",
+    "* `href` is an *ATTRIBUTE*\n",
+    "* `\"It\"` is *TEXT* (also a *child*)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<a href=\"https://www.google.com/\"><b>Google</b> It</a>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2: GET Syllabus Information\n",
+    "\n",
+    "Read the contents of the page: `https://cs220.cs.wisc.edu/s24/syllabus.html`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2a: Find all sentences that contain \"title\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2b: Extract title tag's value"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Learning Objectives:\n",
+    "\n",
+    "- Using the Document Object Model of web pages\n",
+    "    - describe the 3 things a DOM element may contain, and give examples of each\n",
+    "    - given an html string, identify the correct DOM tree of elements\n",
+    "- Create BeautifulSoup objects from an html string and use prettify to display\n",
+    "- Use the BeautifulSoup methods `find` and `find_all` to find particular elements by their tag\n",
+    "- Inspect a BeautufulSoup element to determine the contents of a web page using `get_text()`, children, and attrs\n",
+    "- Use BeautifulSoup to scrape a live web site. "
+   ]
+  },
+  {
+   "attachments": {
+    "image.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Document Object Model\n",
+    "\n",
+    "In order to render a HTML page, most web browsers use a tree structure called Document Object Model (DOM) to represent the HTML page as a hierarchy of elements.\n",
+    "\n",
+    "<div>\n",
+    "<img src=\"attachment:image.png\" width=\"600\"/>\n",
+    "</div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Take a look at the HTML in the below cell."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<b>To Do List</b>\n",
+    "<ul>\n",
+    "    <li>Eat Healthy</li>\n",
+    "    <li><a href=\"https://docs.python.org/3/library/time.html#time.sleep\">Sleep</a> <b>More</b></li>\n",
+    "    <li>Exercise</li>\n",
+    "</ul>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### BeautifulSoup constructor\n",
+    "- takes html and parses it\n",
+    "- Syntax: `BeautifulSoup(<html_string>, \"html.parser\")`\n",
+    "- Second argument specifies what kind of parsing we want done"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "html_string = \"<b>To Do List</b><ul><li>Eat Healthy</li><li><a href=\\\"https://docs.python.org/3/library/time.html#time.sleep\\\">Sleep</a> <b>More</b></li><li>Exercise</li></ul>\"\n",
+    "bs_obj = BeautifulSoup(html_string, \"html.parser\") \n",
+    "\n",
+    "type(bs_obj)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## BeautifulSoup operations\n",
+    "- `prettify()`        returns a formatted representation of the raw HTML\n",
+    "\n",
+    "### A  BeautifulSoup object can be searched for elements using:\n",
+    "- `find(\"\")`         returns the first element matching the tag string, None otherwise\n",
+    "- `find_all(\"\")`     returns an iterable of all matching elements (HTML 'tags'), empty iterable otherwise\n",
+    "\n",
+    "### Beautiful Soup Elements can be inspected by using:\n",
+    "- `get_text()`     returns the text associated with this element, if applicable; does not return the child elements associated with that element\n",
+    "- `.children`      all children of this element (can be converted into a list)\n",
+    "- `.attrs`          the atribute associated with that element / tag."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `prettify` returns a formatted representation of the raw HTML"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(bs_obj.prettify())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `find` returns the first HTML 'tag' matching the string `\"b\"`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "element = bs_obj.find(\"b\")\n",
+    "print(type(element))\n",
+    "element"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `get_text` extracts the text within an element"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "text = element.get_text()\n",
+    "print(text, type(text))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `find` returns `None` if it cannot find that element"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "assert bs_obj.find(\"ul\") != None # assert that this html string has a <ul> tag"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "assert bs_obj.find(\"a\") == None # assert that this does not have an <a> tag"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `find_all` returns an iterable of all matching elements (HTML 'tags')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "element_list = bs_obj.find_all(\"b\")\n",
+    "element_list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(type(element_list), element_list[0])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### We can use a `for` loop to loop through this 'list'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for element in element_list:\n",
+    "    print(element.get_text())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Unlike `find`, `find_all` returns an empty 'list', when there are no matching elements."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(bs_obj.find_all(\"Sleep\")) # only searches for elements, not text"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(bs_obj.find(\"Sleep\")) # if not present returns None "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 1: Find all list elements in `bs_obj`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 2: Find all bold list items in the 2nd list element"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### DOM trees are hierarchical. You can use `.children` on any element to gets its children."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "element = bs_obj.find(\"ul\")\n",
+    "print(element.prettify())\n",
+    "children_list = list(element.children)\n",
+    "children_list"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### You can also loop through this list of children"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for child in children_list:\n",
+    "    print(child.get_text())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Notice that `get_text()` only returns the actual text and not the HTML formatting."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for li_item in bs_obj.find(\"ul\").children:\n",
+    "    bold_item = li_item.find(\"b\")\n",
+    "    if bold_item != None:\n",
+    "        print(bold_item.get_text())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 3: Get the title of the Syllabus Page using Beautiful Soup\n",
+    "\n",
+    "Recall that the url is: `https://cs220.cs.wisc.edu/s24/syllabus.html`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 4: Use Beautiful Soup to get all the headings (h1 and h2 elements) from the Beautiful Soup documentation\n",
+    "\n",
+    "The url is: `https://beautiful-soup-4.readthedocs.io/en/latest/`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### New syntax: You can use `\"\"\"some really long string\"\"\"` to split a string across multiple lines."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "html_string = \"\"\"\n",
+    "<table>\n",
+    "  <tr>\n",
+    "    <th>University</th>\n",
+    "    <th>Department</th>\n",
+    "  </tr>\n",
+    "  <tr>\n",
+    "    <td>UW-Madison</td>\n",
+    "    <td><a href = \"https://www.cs.wisc.edu/\">Computer Sciences</a></td>\n",
+    "  </tr>\n",
+    "  <tr>\n",
+    "    <td>UW-Madison</td>\n",
+    "    <td><a href = \"https://stat.wisc.edu/\">Statistics</a></td>\n",
+    "  </tr>\n",
+    "   <tr>\n",
+    "    <td>UW-Madison</td>\n",
+    "    <td><a href = \"https://cdis.wisc.edu/\">CDIS</a></td>\n",
+    "  </tr>\n",
+    "  <tr>\n",
+    "    <td>UC Berkeley</td>\n",
+    "    <td><a href = \"https://eecs.berkeley.edu/\">Electrical Engineering and Computer Sciences</a></td>\n",
+    "    </tr>\n",
+    "</table>\n",
+    "\"\"\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 1: Get all the table headers"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "bs_obj = BeautifulSoup(html_string, \"html.parser\")\n",
+    "th_elements = bs_obj.find_all(\"th\") # works only if there is one table in that whole HTML\n",
+    "\n",
+    "for th in th_elements:\n",
+    "    print(th.get_text())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 2: Get the first anchor element"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "first_anchor = bs_obj.find(\"a\")\n",
+    "first_anchor.get_text()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### You can get the attributes associated with an element using `.attrs` on that element object. Return value will be a `dict` mapping each attribute to its value."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "first_anchor_attributes = first_anchor.attrs\n",
+    "first_anchor_attributes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(type(first_anchor_attributes))\n",
+    "first_anchor_attributes[\"href\"]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 5: Extract hyperlinks for each department and populat edepartment name and link into a dict where the key is the department name, and the value is the URL"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 3: Parsing `small_movies` html table to create `small_movies.json`"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 1: Read `small_movies.html` content into a variable"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f = open(\"small_movies.html\", encoding='utf-8')\n",
+    "small_movies_str = f.read()\n",
+    "f.close()\n",
+    "small_movies_str"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 2: Initialize BeautifulSoup object instance"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "bs_obj = BeautifulSoup(small_movies_str, \"html.parser\")\n",
+    "bs_obj"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 3: Find table element"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "table = bs_obj.find(\"table\") # works only when you have exactly 1 table\n",
+    "table"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 4: Find all `th` tags, to parse the table header"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "header = [th.get_text() for th in table.find_all('th')]\n",
+    "header"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 5: Scrape second row, convert data to appropriate types, and populate data into a row dictionary\n",
+    "- **Year**, **Runtime**: `int` conversion\n",
+    "- **Revenue**: `format_revenue` conversion\n",
+    "- **Rating**: `float` conversion\n",
+    "- **Cast**, **Genre**: `list` conversion"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def format_revenue(revenue):\n",
+    "    if type(revenue) == float: # need this in here if we run code multiple times\n",
+    "        return revenue\n",
+    "    elif revenue[-1] == 'M': # some have an \"M\" at the end\n",
+    "        return float(revenue[:-1]) * 1e6\n",
+    "    else:                    # otherwise, assume millions.\n",
+    "        return float(revenue) * 1e6"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "movie = {}\n",
+    "\n",
+    "tr_elements = table.find_all('tr')\n",
+    "tr = tr_elements[1]\n",
+    "td_elements = tr.find_all('td')\n",
+    "for idx in range(len(td_elements)):\n",
+    "    td = td_elements[idx]\n",
+    "    val = td.get_text()\n",
+    "    if header[idx] in [\"Year\", \"Runtime\"]:\n",
+    "        movie[header[idx]] = int(val)\n",
+    "    elif header[idx] == \"Revenue\":\n",
+    "        revenue = format_revenue(val)\n",
+    "        movie[header[idx]] = revenue\n",
+    "    elif header[idx] == \"Rating\":\n",
+    "        movie[header[idx]] = float(val)\n",
+    "    elif header[idx] in [\"Cast\", \"Genre\"]:\n",
+    "        movie[header[idx]] = [elmt.strip() for elmt in val.split(\",\")]\n",
+    "    else:\n",
+    "        movie[header[idx]] = val\n",
+    "    \n",
+    "movie"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 6: Scrape all rows, convert data to appropriate types, and populate data into a row dictionary and append row dictionaries into a list\n",
+    "- **Year**, **Runtime**: `int` conversion\n",
+    "- **Revenue**: `format_revenue` conversion\n",
+    "- **Rating**: `float` conversion\n",
+    "- **Cast**, **Genre**: `list` conversion"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "movies_data = []\n",
+    "\n",
+    "tr_elements = table.find_all('tr')\n",
+    "for tr in tr_elements[1:]: # Skip first row (header row)\n",
+    "    td_elements = tr.find_all('td')\n",
+    "    movie = {}\n",
+    "    for idx in range(len(td_elements)):\n",
+    "        td = td_elements[idx]\n",
+    "        val = td.get_text()\n",
+    "        if header[idx] in [\"Year\", \"Runtime\"]:\n",
+    "            movie[header[idx]] = int(val)\n",
+    "        elif header[idx] == \"Revenue\":\n",
+    "            revenue = format_revenue(val)\n",
+    "            movie[header[idx]] = revenue\n",
+    "        elif header[idx] == \"Rating\":\n",
+    "            movie[header[idx]] = float(val)\n",
+    "        elif header[idx] in [\"Cast\", \"Genre\"]:\n",
+    "            movie[header[idx]] = [elmt.strip() for elmt in val.split(\",\")]\n",
+    "        else:\n",
+    "            movie[header[idx]] = val\n",
+    "    movies_data.append(movie)\n",
+    "\n",
+    "movies_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 7: convert steps 1 through 6 into a function and use that function to parse `full_movies.html` file."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def parse_html(html_file):\n",
+    "    f = open(html_file, encoding='utf-8')\n",
+    "    movies_str = f.read()\n",
+    "    f.close()\n",
+    "\n",
+    "    bs_obj = BeautifulSoup(movies_str, \"html.parser\")\n",
+    "    \n",
+    "    table = bs_obj.find(\"table\") # works only when you have exactly 1 table\n",
+    "    header = [th.get_text() for th in table.find_all('th')]\n",
+    "\n",
+    "    movies_data = []\n",
+    "\n",
+    "    tr_elements = table.find_all('tr')\n",
+    "    for tr in tr_elements[1:]: # Skip first row (header row)\n",
+    "        td_elements = tr.find_all('td')\n",
+    "        movie = {}\n",
+    "        for idx in range(len(td_elements)):\n",
+    "            td = td_elements[idx]\n",
+    "            val = td.get_text()\n",
+    "            if header[idx] in [\"Year\", \"Runtime\"]:\n",
+    "                movie[header[idx]] = int(val)\n",
+    "            elif header[idx] == \"Revenue\":\n",
+    "                revenue = format_revenue(val)\n",
+    "                movie[header[idx]] = revenue\n",
+    "            elif header[idx] == \"Rating\":\n",
+    "                movie[header[idx]] = float(val)\n",
+    "            elif header[idx] in [\"Cast\", \"Genre\"]:\n",
+    "                movie[header[idx]] = [elmt.strip() for elmt in val.split(\",\")]\n",
+    "            else:\n",
+    "                movie[header[idx]] = val\n",
+    "        movies_data.append(movie)\n",
+    "    \n",
+    "    return movies_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "full_movies_data = parse_html(\"full_movies.html\")\n",
+    "full_movies_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 8: use `parse_html` to parse `\"full_movies.html\"` and write the contents into `\"full_movies.json\"`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "\n",
+    "f = open(\"full_movies.json\", 'w', encoding='utf-8')\n",
+    "json.dump(full_movies_data, f)\n",
+    "f.close()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/AmFam_Ashwin/31_Web3/Lecture Code/full_movies.html b/s24/AmFam_Ashwin/31_Web3/Lecture Code/full_movies.html
new file mode 100644
index 0000000000000000000000000000000000000000..af04414e40c1c1e60bdc532492d0f40ff3df85dd
--- /dev/null
+++ b/s24/AmFam_Ashwin/31_Web3/Lecture Code/full_movies.html	
@@ -0,0 +1,10696 @@
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>Title</th>
+      <th>Genre</th>
+      <th>Director</th>
+      <th>Cast</th>
+      <th>Year</th>
+      <th>Runtime</th>
+      <th>Rating</th>
+      <th>Revenue</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td>Guardians of the Galaxy</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>James Gunn</td>
+      <td>Chris Pratt, Vin Diesel, Bradley Cooper, Zoe Saldana</td>
+      <td>2014</td>
+      <td>121</td>
+      <td>8.1</td>
+      <td>333.13</td>
+    </tr>
+    <tr>
+      <td>Prometheus</td>
+      <td>Adventure,Mystery,Sci-Fi</td>
+      <td>Ridley Scott</td>
+      <td>Noomi Rapace, Logan Marshall-Green, Michael Fassbender, Charlize Theron</td>
+      <td>2012</td>
+      <td>124</td>
+      <td>7</td>
+      <td>126.46M</td>
+    </tr>
+    <tr>
+      <td>Split</td>
+      <td>Horror,Thriller</td>
+      <td>M. Night Shyamalan</td>
+      <td>James McAvoy, Anya Taylor-Joy, Haley Lu Richardson, Jessica Sula</td>
+      <td>2016</td>
+      <td>117</td>
+      <td>7.3</td>
+      <td>138.12M</td>
+    </tr>
+    <tr>
+      <td>Sing</td>
+      <td>Animation,Comedy,Family</td>
+      <td>Christophe Lourdelet</td>
+      <td>Matthew McConaughey,Reese Witherspoon, Seth MacFarlane, Scarlett Johansson</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>7.2</td>
+      <td>270.32</td>
+    </tr>
+    <tr>
+      <td>Suicide Squad</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>David Ayer</td>
+      <td>Will Smith, Jared Leto, Margot Robbie, Viola Davis</td>
+      <td>2016</td>
+      <td>123</td>
+      <td>6.2</td>
+      <td>325.02</td>
+    </tr>
+    <tr>
+      <td>The Great Wall</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Yimou Zhang</td>
+      <td>Matt Damon, Tian Jing, Willem Dafoe, Andy Lau</td>
+      <td>2016</td>
+      <td>103</td>
+      <td>6.1</td>
+      <td>45.13</td>
+    </tr>
+    <tr>
+      <td>La La Land</td>
+      <td>Comedy,Drama,Music</td>
+      <td>Damien Chazelle</td>
+      <td>Ryan Gosling, Emma Stone, Rosemarie DeWitt, J.K. Simmons</td>
+      <td>2016</td>
+      <td>128</td>
+      <td>8.3</td>
+      <td>151.06M</td>
+    </tr>
+    <tr>
+      <td>Mindhorn</td>
+      <td>Comedy</td>
+      <td>Sean Foley</td>
+      <td>Essie Davis, Andrea Riseborough, Julian Barratt,Kenneth Branagh</td>
+      <td>2016</td>
+      <td>89</td>
+      <td>6.4</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Lost City of Z</td>
+      <td>Action,Adventure,Biography</td>
+      <td>James Gray</td>
+      <td>Charlie Hunnam, Robert Pattinson, Sienna Miller, Tom Holland</td>
+      <td>2016</td>
+      <td>141</td>
+      <td>7.1</td>
+      <td>8.01</td>
+    </tr>
+    <tr>
+      <td>Passengers</td>
+      <td>Adventure,Drama,Romance</td>
+      <td>Morten Tyldum</td>
+      <td>Jennifer Lawrence, Chris Pratt, Michael Sheen,Laurence Fishburne</td>
+      <td>2016</td>
+      <td>116</td>
+      <td>7</td>
+      <td>100.01M</td>
+    </tr>
+    <tr>
+      <td>Fantastic Beasts and Where to Find Them</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>David Yates</td>
+      <td>Eddie Redmayne, Katherine Waterston, Alison Sudol,Dan Fogler</td>
+      <td>2016</td>
+      <td>133</td>
+      <td>7.5</td>
+      <td>234.02</td>
+    </tr>
+    <tr>
+      <td>Hidden Figures</td>
+      <td>Biography,Drama,History</td>
+      <td>Theodore Melfi</td>
+      <td>Taraji P. Henson, Octavia Spencer, Janelle Monáe,Kevin Costner</td>
+      <td>2016</td>
+      <td>127</td>
+      <td>7.8</td>
+      <td>169.27M</td>
+    </tr>
+    <tr>
+      <td>Rogue One</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Gareth Edwards</td>
+      <td>Felicity Jones, Diego Luna, Alan Tudyk, Donnie Yen</td>
+      <td>2016</td>
+      <td>133</td>
+      <td>7.9</td>
+      <td>532.17</td>
+    </tr>
+    <tr>
+      <td>Moana</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Ron Clements</td>
+      <td>Auli'i Cravalho, Dwayne Johnson, Rachel House, Temuera Morrison</td>
+      <td>2016</td>
+      <td>107</td>
+      <td>7.7</td>
+      <td>248.75</td>
+    </tr>
+    <tr>
+      <td>Colossal</td>
+      <td>Action,Comedy,Drama</td>
+      <td>Nacho Vigalondo</td>
+      <td>Anne Hathaway, Jason Sudeikis, Austin Stowell,Tim Blake Nelson</td>
+      <td>2016</td>
+      <td>109</td>
+      <td>6.4</td>
+      <td>2.87</td>
+    </tr>
+    <tr>
+      <td>The Secret Life of Pets</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Chris Renaud</td>
+      <td>Louis C.K., Eric Stonestreet, Kevin Hart, Lake Bell</td>
+      <td>2016</td>
+      <td>87</td>
+      <td>6.6</td>
+      <td>368.31</td>
+    </tr>
+    <tr>
+      <td>Hacksaw Ridge</td>
+      <td>Biography,Drama,History</td>
+      <td>Mel Gibson</td>
+      <td>Andrew Garfield, Sam Worthington, Luke Bracey,Teresa Palmer</td>
+      <td>2016</td>
+      <td>139</td>
+      <td>8.2</td>
+      <td>67.12</td>
+    </tr>
+    <tr>
+      <td>Jason Bourne</td>
+      <td>Action,Thriller</td>
+      <td>Paul Greengrass</td>
+      <td>Matt Damon, Tommy Lee Jones, Alicia Vikander,Vincent Cassel</td>
+      <td>2016</td>
+      <td>123</td>
+      <td>6.7</td>
+      <td>162.16M</td>
+    </tr>
+    <tr>
+      <td>Lion</td>
+      <td>Biography,Drama</td>
+      <td>Garth Davis</td>
+      <td>Dev Patel, Nicole Kidman, Rooney Mara, Sunny Pawar</td>
+      <td>2016</td>
+      <td>118</td>
+      <td>8.1</td>
+      <td>51.69</td>
+    </tr>
+    <tr>
+      <td>Arrival</td>
+      <td>Drama,Mystery,Sci-Fi</td>
+      <td>Denis Villeneuve</td>
+      <td>Amy Adams, Jeremy Renner, Forest Whitaker,Michael Stuhlbarg</td>
+      <td>2016</td>
+      <td>116</td>
+      <td>8</td>
+      <td>100.5M</td>
+    </tr>
+    <tr>
+      <td>Gold</td>
+      <td>Adventure,Drama,Thriller</td>
+      <td>Stephen Gaghan</td>
+      <td>Matthew McConaughey, Edgar Ramírez, Bryce Dallas Howard, Corey Stoll</td>
+      <td>2016</td>
+      <td>120</td>
+      <td>6.7</td>
+      <td>7.22</td>
+    </tr>
+    <tr>
+      <td>Manchester by the Sea</td>
+      <td>Drama</td>
+      <td>Kenneth Lonergan</td>
+      <td>Casey Affleck, Michelle Williams, Kyle Chandler,Lucas Hedges</td>
+      <td>2016</td>
+      <td>137</td>
+      <td>7.9</td>
+      <td>47.7</td>
+    </tr>
+    <tr>
+      <td>Hounds of Love</td>
+      <td>Crime,Drama,Horror</td>
+      <td>Ben Young</td>
+      <td>Emma Booth, Ashleigh Cummings, Stephen Curry,Susie Porter</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>6.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Trolls</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Walt Dohrn</td>
+      <td>Anna Kendrick, Justin Timberlake,Zooey Deschanel, Christopher Mintz-Plasse</td>
+      <td>2016</td>
+      <td>92</td>
+      <td>6.5</td>
+      <td>153.69M</td>
+    </tr>
+    <tr>
+      <td>Independence Day: Resurgence</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Roland Emmerich</td>
+      <td>Liam Hemsworth, Jeff Goldblum, Bill Pullman,Maika Monroe</td>
+      <td>2016</td>
+      <td>120</td>
+      <td>5.3</td>
+      <td>103.14M</td>
+    </tr>
+    <tr>
+      <td>Paris pieds nus</td>
+      <td>Comedy</td>
+      <td>Dominique Abel</td>
+      <td>Fiona Gordon, Dominique Abel,Emmanuelle Riva, Pierre Richard</td>
+      <td>2016</td>
+      <td>83</td>
+      <td>6.8</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Bahubali: The Beginning</td>
+      <td>Action,Adventure,Drama</td>
+      <td>S.S. Rajamouli</td>
+      <td>Prabhas, Rana Daggubati, Anushka Shetty,Tamannaah Bhatia</td>
+      <td>2015</td>
+      <td>159</td>
+      <td>8.3</td>
+      <td>6.5</td>
+    </tr>
+    <tr>
+      <td>Dead Awake</td>
+      <td>Horror,Thriller</td>
+      <td>Phillip Guzman</td>
+      <td>Jocelin Donahue, Jesse Bradford, Jesse Borrego,Lori Petty</td>
+      <td>2016</td>
+      <td>99</td>
+      <td>4.7</td>
+      <td>0.01</td>
+    </tr>
+    <tr>
+      <td>Bad Moms</td>
+      <td>Comedy</td>
+      <td>Jon Lucas</td>
+      <td>Mila Kunis, Kathryn Hahn, Kristen Bell,Christina Applegate</td>
+      <td>2016</td>
+      <td>100</td>
+      <td>6.2</td>
+      <td>113.08M</td>
+    </tr>
+    <tr>
+      <td>Assassin's Creed</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Justin Kurzel</td>
+      <td>Michael      Fassbender, Marion Cotillard, Jeremy Irons,Brendan Gleeson</td>
+      <td>2016</td>
+      <td>115</td>
+      <td>5.9</td>
+      <td>54.65</td>
+    </tr>
+    <tr>
+      <td>Why Him?</td>
+      <td>Comedy</td>
+      <td>John Hamburg</td>
+      <td>Zoey Deutch, James Franco, Tangie Ambrose,Cedric the Entertainer</td>
+      <td>2016</td>
+      <td>111</td>
+      <td>6.3</td>
+      <td>60.31</td>
+    </tr>
+    <tr>
+      <td>Nocturnal Animals</td>
+      <td>Drama,Thriller</td>
+      <td>Tom Ford</td>
+      <td>Amy Adams, Jake Gyllenhaal, Michael Shannon, Aaron Taylor-Johnson</td>
+      <td>2016</td>
+      <td>116</td>
+      <td>7.5</td>
+      <td>10.64</td>
+    </tr>
+    <tr>
+      <td>X-Men: Apocalypse</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Bryan Singer</td>
+      <td>James McAvoy, Michael Fassbender, Jennifer Lawrence, Nicholas Hoult</td>
+      <td>2016</td>
+      <td>144</td>
+      <td>7.1</td>
+      <td>155.33M</td>
+    </tr>
+    <tr>
+      <td>Deadpool</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>Tim Miller</td>
+      <td>Ryan Reynolds, Morena Baccarin, T.J. Miller, Ed Skrein</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>8</td>
+      <td>363.02</td>
+    </tr>
+    <tr>
+      <td>Resident Evil: The Final Chapter</td>
+      <td>Action,Horror,Sci-Fi</td>
+      <td>Paul W.S. Anderson</td>
+      <td>Milla Jovovich, Iain Glen, Ali Larter, Shawn Roberts</td>
+      <td>2016</td>
+      <td>107</td>
+      <td>5.6</td>
+      <td>26.84</td>
+    </tr>
+    <tr>
+      <td>Captain America: Civil War</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Anthony Russo</td>
+      <td>Chris Evans, Robert Downey Jr.,Scarlett Johansson, Sebastian Stan</td>
+      <td>2016</td>
+      <td>147</td>
+      <td>7.9</td>
+      <td>408.08</td>
+    </tr>
+    <tr>
+      <td>Interstellar</td>
+      <td>Adventure,Drama,Sci-Fi</td>
+      <td>Christopher Nolan</td>
+      <td>Matthew McConaughey, Anne Hathaway, Jessica Chastain, Mackenzie Foy</td>
+      <td>2014</td>
+      <td>169</td>
+      <td>8.6</td>
+      <td>187.99M</td>
+    </tr>
+    <tr>
+      <td>Doctor Strange</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Scott Derrickson</td>
+      <td>Benedict Cumberbatch, Chiwetel Ejiofor, Rachel McAdams, Benedict Wong</td>
+      <td>2016</td>
+      <td>115</td>
+      <td>7.6</td>
+      <td>232.6</td>
+    </tr>
+    <tr>
+      <td>The Magnificent Seven</td>
+      <td>Action,Adventure,Western</td>
+      <td>Antoine Fuqua</td>
+      <td>Denzel      washington, Chris Pratt, Ethan Hawke,Vincent D'Onofrio</td>
+      <td>2016</td>
+      <td>132</td>
+      <td>6.9</td>
+      <td>93.38</td>
+    </tr>
+    <tr>
+      <td>5/25/1977</td>
+      <td>Comedy,Drama</td>
+      <td>Patrick Read Johnson</td>
+      <td>John Francis Daley, Austin Pendleton, Colleen Camp, Neil Flynn</td>
+      <td>2007</td>
+      <td>113</td>
+      <td>7.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Sausage Party</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Greg Tiernan</td>
+      <td>Seth Rogen, Kristen Wiig, Jonah Hill, Alistair Abell</td>
+      <td>2016</td>
+      <td>89</td>
+      <td>6.3</td>
+      <td>97.66</td>
+    </tr>
+    <tr>
+      <td>Moonlight</td>
+      <td>Drama</td>
+      <td>Barry Jenkins</td>
+      <td>Mahershala Ali, Shariff Earp, Duan Sanderson, Alex R. Hibbert</td>
+      <td>2016</td>
+      <td>111</td>
+      <td>7.5</td>
+      <td>27.85</td>
+    </tr>
+    <tr>
+      <td>Don't Fuck in the Woods</td>
+      <td>Horror</td>
+      <td>Shawn Burkett</td>
+      <td>Brittany Blanton, Ayse Howard, Roman Jossart,Nadia White</td>
+      <td>2016</td>
+      <td>73</td>
+      <td>2.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Founder</td>
+      <td>Biography,Drama,History</td>
+      <td>John Lee Hancock</td>
+      <td>Michael Keaton, Nick Offerman, John Carroll Lynch, Linda Cardellini</td>
+      <td>2016</td>
+      <td>115</td>
+      <td>7.2</td>
+      <td>12.79</td>
+    </tr>
+    <tr>
+      <td>Lowriders</td>
+      <td>Drama</td>
+      <td>Ricardo de Montreuil</td>
+      <td>Gabriel Chavarria, Demián Bichir, Theo Rossi,Tony Revolori</td>
+      <td>2016</td>
+      <td>99</td>
+      <td>6.3</td>
+      <td>4.21</td>
+    </tr>
+    <tr>
+      <td>Pirates of the Caribbean: On Stranger Tides</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Rob Marshall</td>
+      <td>Johnny Depp, Penélope Cruz, Ian McShane, Geoffrey Rush</td>
+      <td>2011</td>
+      <td>136</td>
+      <td>6.7</td>
+      <td>241.06</td>
+    </tr>
+    <tr>
+      <td>Miss Sloane</td>
+      <td>Drama,Thriller</td>
+      <td>John Madden</td>
+      <td>Jessica Chastain, Mark Strong, Gugu Mbatha-Raw,Michael Stuhlbarg</td>
+      <td>2016</td>
+      <td>132</td>
+      <td>7.3</td>
+      <td>3.44</td>
+    </tr>
+    <tr>
+      <td>Fallen</td>
+      <td>Adventure,Drama,Fantasy</td>
+      <td>Scott Hicks</td>
+      <td>Hermione Corfield, Addison Timlin, Joely Richardson,Jeremy Irvine</td>
+      <td>2016</td>
+      <td>91</td>
+      <td>5.6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Star Trek Beyond</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Justin Lin</td>
+      <td>Chris Pine, Zachary Quinto, Karl Urban, Zoe Saldana</td>
+      <td>2016</td>
+      <td>122</td>
+      <td>7.1</td>
+      <td>158.8M</td>
+    </tr>
+    <tr>
+      <td>The Last Face</td>
+      <td>Drama</td>
+      <td>Sean Penn</td>
+      <td>Charlize Theron, Javier Bardem, Adèle Exarchopoulos,Jared Harris</td>
+      <td>2016</td>
+      <td>130</td>
+      <td>3.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Star Wars: Episode VII - The Force Awakens</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>J.J. Abrams</td>
+      <td>Daisy Ridley, John Boyega, Oscar Isaac, Domhnall Gleeson</td>
+      <td>2015</td>
+      <td>136</td>
+      <td>8.1</td>
+      <td>936.63</td>
+    </tr>
+    <tr>
+      <td>Underworld: Blood Wars</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Anna Foerster</td>
+      <td>Kate Beckinsale, Theo James, Tobias Menzies, Lara Pulver</td>
+      <td>2016</td>
+      <td>91</td>
+      <td>5.8</td>
+      <td>30.35</td>
+    </tr>
+    <tr>
+      <td>Mother's Day</td>
+      <td>Comedy,Drama</td>
+      <td>Garry Marshall</td>
+      <td>Jennifer Aniston, Kate Hudson, Julia Roberts, Jason Sudeikis</td>
+      <td>2016</td>
+      <td>118</td>
+      <td>5.6</td>
+      <td>32.46</td>
+    </tr>
+    <tr>
+      <td>John Wick</td>
+      <td>Action,Crime,Thriller</td>
+      <td>Chad Stahelski</td>
+      <td>Keanu Reeves, Michael Nyqvist, Alfie Allen, Willem Dafoe</td>
+      <td>2014</td>
+      <td>101</td>
+      <td>7.2</td>
+      <td>43</td>
+    </tr>
+    <tr>
+      <td>The Dark Knight</td>
+      <td>Action,Crime,Drama</td>
+      <td>Christopher Nolan</td>
+      <td>Christian Bale, Heath Ledger, Aaron Eckhart,Michael Caine</td>
+      <td>2008</td>
+      <td>152</td>
+      <td>9</td>
+      <td>533.32</td>
+    </tr>
+    <tr>
+      <td>Silence</td>
+      <td>Adventure,Drama,History</td>
+      <td>Martin Scorsese</td>
+      <td>Andrew Garfield, Adam Driver, Liam Neeson,Tadanobu Asano</td>
+      <td>2016</td>
+      <td>161</td>
+      <td>7.3</td>
+      <td>7.08</td>
+    </tr>
+    <tr>
+      <td>Don't Breathe</td>
+      <td>Crime,Horror,Thriller</td>
+      <td>Fede Alvarez</td>
+      <td>Stephen Lang, Jane Levy, Dylan Minnette, Daniel Zovatto</td>
+      <td>2016</td>
+      <td>88</td>
+      <td>7.2</td>
+      <td>89.21</td>
+    </tr>
+    <tr>
+      <td>Me Before You</td>
+      <td>Drama,Romance</td>
+      <td>Thea Sharrock</td>
+      <td>Emilia Clarke, Sam Claflin, Janet McTeer, Charles Dance</td>
+      <td>2016</td>
+      <td>106</td>
+      <td>7.4</td>
+      <td>56.23</td>
+    </tr>
+    <tr>
+      <td>Their Finest</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Lone Scherfig</td>
+      <td>Gemma Arterton, Sam Claflin, Bill Nighy, Jack Huston</td>
+      <td>2016</td>
+      <td>117</td>
+      <td>7</td>
+      <td>3.18</td>
+    </tr>
+    <tr>
+      <td>Sully</td>
+      <td>Biography,Drama</td>
+      <td>Clint Eastwood</td>
+      <td>Tom Hanks, Aaron Eckhart, Laura Linney, Valerie Mahaffey</td>
+      <td>2016</td>
+      <td>96</td>
+      <td>7.5</td>
+      <td>125.07M</td>
+    </tr>
+    <tr>
+      <td>Batman v Superman: Dawn of Justice</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Zack Snyder</td>
+      <td>Ben Affleck, Henry Cavill, Amy Adams, Jesse Eisenberg</td>
+      <td>2016</td>
+      <td>151</td>
+      <td>6.7</td>
+      <td>330.25</td>
+    </tr>
+    <tr>
+      <td>The Autopsy of Jane Doe</td>
+      <td>Horror,Mystery,Thriller</td>
+      <td>André Øvredal</td>
+      <td>Brian Cox, Emile Hirsch, Ophelia Lovibond, Michael McElhatton</td>
+      <td>2016</td>
+      <td>86</td>
+      <td>6.8</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Girl on the Train</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Tate Taylor</td>
+      <td>Emily Blunt, Haley Bennett, Rebecca Ferguson, Justin Theroux</td>
+      <td>2016</td>
+      <td>112</td>
+      <td>6.5</td>
+      <td>75.31</td>
+    </tr>
+    <tr>
+      <td>Fifty Shades of Grey</td>
+      <td>Drama,Romance,Thriller</td>
+      <td>Sam Taylor-Johnson</td>
+      <td>Dakota Johnson, Jamie Dornan, Jennifer Ehle,Eloise Mumford</td>
+      <td>2015</td>
+      <td>125</td>
+      <td>4.1</td>
+      <td>166.15M</td>
+    </tr>
+    <tr>
+      <td>The Prestige</td>
+      <td>Drama,Mystery,Sci-Fi</td>
+      <td>Christopher Nolan</td>
+      <td>Christian Bale, Hugh Jackman, Scarlett Johansson, Michael Caine</td>
+      <td>2006</td>
+      <td>130</td>
+      <td>8.5</td>
+      <td>53.08</td>
+    </tr>
+    <tr>
+      <td>Kingsman: The Secret Service</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>Matthew Vaughn</td>
+      <td>Colin Firth, Taron Egerton, Samuel L. Jackson,Michael Caine</td>
+      <td>2014</td>
+      <td>129</td>
+      <td>7.7</td>
+      <td>128.25M</td>
+    </tr>
+    <tr>
+      <td>Patriots Day</td>
+      <td>Drama,History,Thriller</td>
+      <td>Peter Berg</td>
+      <td>Mark Wahlberg, Michelle Monaghan, J.K. Simmons, John Goodman</td>
+      <td>2016</td>
+      <td>133</td>
+      <td>7.4</td>
+      <td>31.86</td>
+    </tr>
+    <tr>
+      <td>Mad Max: Fury Road</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>George Miller</td>
+      <td>Tom Hardy, Charlize Theron, Nicholas Hoult, Zoë Kravitz</td>
+      <td>2015</td>
+      <td>120</td>
+      <td>8.1</td>
+      <td>153.63M</td>
+    </tr>
+    <tr>
+      <td>Wakefield</td>
+      <td>Drama</td>
+      <td>Robin Swicord</td>
+      <td>Bryan Cranston, Jennifer Garner, Beverly D'Angelo,Jason O'Mara</td>
+      <td>2016</td>
+      <td>106</td>
+      <td>7.5</td>
+      <td>0.01</td>
+    </tr>
+    <tr>
+      <td>Deepwater Horizon</td>
+      <td>Action,Drama,Thriller</td>
+      <td>Peter Berg</td>
+      <td>Mark Wahlberg, Kurt Russell, Douglas M. Griffin, James DuMont</td>
+      <td>2016</td>
+      <td>107</td>
+      <td>7.2</td>
+      <td>61.28</td>
+    </tr>
+    <tr>
+      <td>The Promise</td>
+      <td>Drama,History</td>
+      <td>Terry George</td>
+      <td>Oscar Isaac, Charlotte Le Bon, Christian Bale, Daniel Giménez Cacho</td>
+      <td>2016</td>
+      <td>133</td>
+      <td>5.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Allied</td>
+      <td>Action,Drama,Romance</td>
+      <td>Robert Zemeckis</td>
+      <td>Brad Pitt, Marion Cotillard, Jared Harris, Vincent Ebrahim</td>
+      <td>2016</td>
+      <td>124</td>
+      <td>7.1</td>
+      <td>40.07</td>
+    </tr>
+    <tr>
+      <td>A Monster Calls</td>
+      <td>Drama,Fantasy</td>
+      <td>J.A. Bayona</td>
+      <td>Lewis MacDougall, Sigourney Weaver, Felicity Jones,Toby Kebbell</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>7.5</td>
+      <td>3.73</td>
+    </tr>
+    <tr>
+      <td>Collateral Beauty</td>
+      <td>Drama,Romance</td>
+      <td>David Frankel</td>
+      <td>Will Smith, Edward Norton, Kate Winslet, Michael Peña</td>
+      <td>2016</td>
+      <td>97</td>
+      <td>6.8</td>
+      <td>30.98</td>
+    </tr>
+    <tr>
+      <td>Zootopia</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Byron Howard</td>
+      <td>Ginnifer Goodwin, Jason Bateman, Idris Elba, Jenny Slate</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>8.1</td>
+      <td>341.26</td>
+    </tr>
+    <tr>
+      <td>Pirates of the Caribbean: At World's End</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Gore Verbinski</td>
+      <td>Johnny Depp, Orlando Bloom, Keira Knightley,Geoffrey Rush</td>
+      <td>2007</td>
+      <td>169</td>
+      <td>7.1</td>
+      <td>309.4</td>
+    </tr>
+    <tr>
+      <td>The Avengers</td>
+      <td>Action,Sci-Fi</td>
+      <td>Joss Whedon</td>
+      <td>Robert Downey Jr., Chris Evans, Scarlett Johansson,Jeremy Renner</td>
+      <td>2012</td>
+      <td>143</td>
+      <td>8.1</td>
+      <td>623.28</td>
+    </tr>
+    <tr>
+      <td>Inglourious Basterds</td>
+      <td>Adventure,Drama,War</td>
+      <td>Quentin Tarantino</td>
+      <td>Brad Pitt, Diane Kruger, Eli Roth,Mélanie Laurent</td>
+      <td>2009</td>
+      <td>153</td>
+      <td>8.3</td>
+      <td>120.52M</td>
+    </tr>
+    <tr>
+      <td>Pirates of the Caribbean: Dead Man's Chest</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Gore Verbinski</td>
+      <td>Johnny Depp, Orlando Bloom, Keira Knightley, Jack Davenport</td>
+      <td>2006</td>
+      <td>151</td>
+      <td>7.3</td>
+      <td>423.03</td>
+    </tr>
+    <tr>
+      <td>Ghostbusters</td>
+      <td>Action,Comedy,Fantasy</td>
+      <td>Paul Feig</td>
+      <td>Melissa McCarthy, Kristen Wiig, Kate McKinnon, Leslie Jones</td>
+      <td>2016</td>
+      <td>116</td>
+      <td>5.3</td>
+      <td>128.34M</td>
+    </tr>
+    <tr>
+      <td>Inception</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Christopher Nolan</td>
+      <td>Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen Page, Ken Watanabe</td>
+      <td>2010</td>
+      <td>148</td>
+      <td>8.8</td>
+      <td>292.57</td>
+    </tr>
+    <tr>
+      <td>Captain Fantastic</td>
+      <td>Comedy,Drama</td>
+      <td>Matt Ross</td>
+      <td>Viggo Mortensen, George MacKay, Samantha Isler,Annalise Basso</td>
+      <td>2016</td>
+      <td>118</td>
+      <td>7.9</td>
+      <td>5.88</td>
+    </tr>
+    <tr>
+      <td>The Wolf of Wall Street</td>
+      <td>Biography,Comedy,Crime</td>
+      <td>Martin Scorsese</td>
+      <td>Leonardo DiCaprio, Jonah Hill, Margot Robbie,Matthew McConaughey</td>
+      <td>2013</td>
+      <td>180</td>
+      <td>8.2</td>
+      <td>116.87M</td>
+    </tr>
+    <tr>
+      <td>Gone Girl</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>David Fincher</td>
+      <td>Ben Affleck, Rosamund Pike, Neil Patrick Harris,Tyler Perry</td>
+      <td>2014</td>
+      <td>149</td>
+      <td>8.1</td>
+      <td>167.74M</td>
+    </tr>
+    <tr>
+      <td>Furious Seven</td>
+      <td>Action,Crime,Thriller</td>
+      <td>James Wan</td>
+      <td>Vin Diesel, Paul Walker, Dwayne Johnson, Jason Statham</td>
+      <td>2015</td>
+      <td>137</td>
+      <td>7.2</td>
+      <td>350.03</td>
+    </tr>
+    <tr>
+      <td>Jurassic World</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Colin Trevorrow</td>
+      <td>Chris Pratt, Bryce Dallas Howard, Ty Simpkins,Judy Greer</td>
+      <td>2015</td>
+      <td>124</td>
+      <td>7</td>
+      <td>652.18</td>
+    </tr>
+    <tr>
+      <td>Live by Night</td>
+      <td>Crime,Drama</td>
+      <td>Ben Affleck</td>
+      <td>Ben Affleck, Elle Fanning, Brendan Gleeson, Chris Messina</td>
+      <td>2016</td>
+      <td>129</td>
+      <td>6.4</td>
+      <td>10.38</td>
+    </tr>
+    <tr>
+      <td>Avatar</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>James Cameron</td>
+      <td>Sam Worthington, Zoe Saldana, Sigourney Weaver, Michelle Rodriguez</td>
+      <td>2009</td>
+      <td>162</td>
+      <td>7.8</td>
+      <td>760.51</td>
+    </tr>
+    <tr>
+      <td>The Hateful Eight</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Quentin Tarantino</td>
+      <td>Samuel L. Jackson, Kurt Russell, Jennifer Jason Leigh, Walton Goggins</td>
+      <td>2015</td>
+      <td>187</td>
+      <td>7.8</td>
+      <td>54.12</td>
+    </tr>
+    <tr>
+      <td>The Accountant</td>
+      <td>Action,Crime,Drama</td>
+      <td>Gavin O'Connor</td>
+      <td>Ben Affleck, Anna Kendrick, J.K. Simmons, Jon Bernthal</td>
+      <td>2016</td>
+      <td>128</td>
+      <td>7.4</td>
+      <td>86.2</td>
+    </tr>
+    <tr>
+      <td>Prisoners</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Denis Villeneuve</td>
+      <td>Hugh Jackman, Jake Gyllenhaal, Viola Davis,Melissa Leo</td>
+      <td>2013</td>
+      <td>153</td>
+      <td>8.1</td>
+      <td>60.96</td>
+    </tr>
+    <tr>
+      <td>Warcraft</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Duncan Jones</td>
+      <td>Travis Fimmel, Paula Patton, Ben Foster, Dominic Cooper</td>
+      <td>2016</td>
+      <td>123</td>
+      <td>7</td>
+      <td>47.17</td>
+    </tr>
+    <tr>
+      <td>The Help</td>
+      <td>Drama</td>
+      <td>Tate Taylor</td>
+      <td>Emma Stone, Viola Davis, Octavia Spencer, Bryce Dallas Howard</td>
+      <td>2011</td>
+      <td>146</td>
+      <td>8.1</td>
+      <td>169.71M</td>
+    </tr>
+    <tr>
+      <td>War Dogs</td>
+      <td>Comedy,Crime,Drama</td>
+      <td>Todd Phillips</td>
+      <td>Jonah Hill, Miles Teller, Steve Lantz, Gregg Weiner</td>
+      <td>2016</td>
+      <td>114</td>
+      <td>7.1</td>
+      <td>43.02</td>
+    </tr>
+    <tr>
+      <td>Avengers: Age of Ultron</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Joss Whedon</td>
+      <td>Robert Downey Jr., Chris Evans, Mark Ruffalo, Chris Hemsworth</td>
+      <td>2015</td>
+      <td>141</td>
+      <td>7.4</td>
+      <td>458.99</td>
+    </tr>
+    <tr>
+      <td>The Nice Guys</td>
+      <td>Action,Comedy,Crime</td>
+      <td>Shane Black</td>
+      <td>Russell Crowe, Ryan Gosling, Angourie Rice, Matt Bomer</td>
+      <td>2016</td>
+      <td>116</td>
+      <td>7.4</td>
+      <td>36.25</td>
+    </tr>
+    <tr>
+      <td>Kimi no na wa</td>
+      <td>Animation,Drama,Fantasy</td>
+      <td>Makoto Shinkai</td>
+      <td>Ryûnosuke Kamiki, Mone Kamishiraishi, Ryô Narita, Aoi Yuki</td>
+      <td>2016</td>
+      <td>106</td>
+      <td>8.6</td>
+      <td>4.68</td>
+    </tr>
+    <tr>
+      <td>The Void</td>
+      <td>Horror,Mystery,Sci-Fi</td>
+      <td>Jeremy Gillespie</td>
+      <td>Aaron Poole, Kenneth Welsh,Daniel Fathers, Kathleen Munroe</td>
+      <td>2016</td>
+      <td>90</td>
+      <td>5.8</td>
+      <td>0.15</td>
+    </tr>
+    <tr>
+      <td>Personal Shopper</td>
+      <td>Drama,Mystery,Thriller</td>
+      <td>Olivier Assayas</td>
+      <td>Kristen Stewart, Lars Eidinger, Sigrid Bouaziz,Anders Danielsen Lie</td>
+      <td>2016</td>
+      <td>105</td>
+      <td>6.3</td>
+      <td>1.29</td>
+    </tr>
+    <tr>
+      <td>The Departed</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Martin Scorsese</td>
+      <td>Leonardo DiCaprio, Matt Damon, Jack Nicholson, Mark Wahlberg</td>
+      <td>2006</td>
+      <td>151</td>
+      <td>8.5</td>
+      <td>132.37M</td>
+    </tr>
+    <tr>
+      <td>Legend</td>
+      <td>Biography,Crime,Drama</td>
+      <td>Brian Helgeland</td>
+      <td>Tom Hardy, Emily Browning, Taron Egerton, Paul Anderson</td>
+      <td>2015</td>
+      <td>132</td>
+      <td>7</td>
+      <td>1.87</td>
+    </tr>
+    <tr>
+      <td>Thor</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Kenneth Branagh</td>
+      <td>Chris Hemsworth, Anthony Hopkins, Natalie Portman, Tom Hiddleston</td>
+      <td>2011</td>
+      <td>115</td>
+      <td>7</td>
+      <td>181.02M</td>
+    </tr>
+    <tr>
+      <td>The Martian</td>
+      <td>Adventure,Drama,Sci-Fi</td>
+      <td>Ridley Scott</td>
+      <td>Matt Damon, Jessica Chastain, Kristen Wiig, Kate Mara</td>
+      <td>2015</td>
+      <td>144</td>
+      <td>8</td>
+      <td>228.43</td>
+    </tr>
+    <tr>
+      <td>Contratiempo</td>
+      <td>Crime,Mystery,Thriller</td>
+      <td>Oriol Paulo</td>
+      <td>Mario Casas, Ana Wagener, José Coronado, Bárbara Lennie</td>
+      <td>2016</td>
+      <td>106</td>
+      <td>7.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Man from U.N.C.L.E.</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>Guy Ritchie</td>
+      <td>Henry Cavill, Armie Hammer, Alicia Vikander, Elizabeth Debicki</td>
+      <td>2015</td>
+      <td>116</td>
+      <td>7.3</td>
+      <td>45.43</td>
+    </tr>
+    <tr>
+      <td>Hell or High Water</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>David Mackenzie</td>
+      <td>Chris Pine, Ben Foster, Jeff Bridges, Gil Birmingham</td>
+      <td>2016</td>
+      <td>102</td>
+      <td>7.7</td>
+      <td>26.86</td>
+    </tr>
+    <tr>
+      <td>The Comedian</td>
+      <td>Comedy</td>
+      <td>Taylor Hackford</td>
+      <td>Robert De Niro, Leslie Mann, Danny DeVito, Edie Falco</td>
+      <td>2016</td>
+      <td>120</td>
+      <td>5.4</td>
+      <td>1.66</td>
+    </tr>
+    <tr>
+      <td>The Legend of Tarzan</td>
+      <td>Action,Adventure,Drama</td>
+      <td>David Yates</td>
+      <td>Alexander Skarsgård, Rory J. Saper, Christian Stevens, Christoph Waltz</td>
+      <td>2016</td>
+      <td>110</td>
+      <td>6.3</td>
+      <td>126.59M</td>
+    </tr>
+    <tr>
+      <td>All We Had</td>
+      <td>Drama</td>
+      <td>Katie Holmes</td>
+      <td>Eve Lindley, Richard Kind, Mark Consuelos, Katherine Reis</td>
+      <td>2016</td>
+      <td>105</td>
+      <td>5.8</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Ex Machina</td>
+      <td>Drama,Mystery,Sci-Fi</td>
+      <td>Alex Garland</td>
+      <td>Alicia Vikander, Domhnall Gleeson, Oscar Isaac,Sonoya Mizuno</td>
+      <td>2014</td>
+      <td>108</td>
+      <td>7.7</td>
+      <td>25.44</td>
+    </tr>
+    <tr>
+      <td>The Belko Experiment</td>
+      <td>Action,Horror,Thriller</td>
+      <td>Greg McLean</td>
+      <td>John Gallagher Jr., Tony Goldwyn, Adria Arjona, John C. McGinley</td>
+      <td>2016</td>
+      <td>89</td>
+      <td>6.3</td>
+      <td>10.16</td>
+    </tr>
+    <tr>
+      <td>12 Years a Slave</td>
+      <td>Biography,Drama,History</td>
+      <td>Steve McQueen</td>
+      <td>Chiwetel Ejiofor, Michael Kenneth Williams, Michael Fassbender, Brad Pitt</td>
+      <td>2013</td>
+      <td>134</td>
+      <td>8.1</td>
+      <td>56.67</td>
+    </tr>
+    <tr>
+      <td>The Bad Batch</td>
+      <td>Romance,Sci-Fi</td>
+      <td>Ana Lily Amirpour</td>
+      <td>Keanu Reeves, Jason Momoa, Jim Carrey, Diego Luna</td>
+      <td>2016</td>
+      <td>118</td>
+      <td>6.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>300</td>
+      <td>Action,Fantasy,War</td>
+      <td>Zack Snyder</td>
+      <td>Gerard Butler, Lena Headey, David Wenham, Dominic West</td>
+      <td>2006</td>
+      <td>117</td>
+      <td>7.7</td>
+      <td>210.59</td>
+    </tr>
+    <tr>
+      <td>Harry Potter and the Deathly Hallows: Part 2</td>
+      <td>Adventure,Drama,Fantasy</td>
+      <td>David Yates</td>
+      <td>Daniel Radcliffe, Emma Watson, Rupert Grint, Michael Gambon</td>
+      <td>2011</td>
+      <td>130</td>
+      <td>8.1</td>
+      <td>380.96</td>
+    </tr>
+    <tr>
+      <td>Office Christmas Party</td>
+      <td>Comedy</td>
+      <td>Josh Gordon</td>
+      <td>Jason Bateman, Olivia Munn, T.J. Miller,Jennifer Aniston</td>
+      <td>2016</td>
+      <td>105</td>
+      <td>5.8</td>
+      <td>54.73</td>
+    </tr>
+    <tr>
+      <td>The Neon Demon</td>
+      <td>Horror,Thriller</td>
+      <td>Nicolas Winding Refn</td>
+      <td>Elle Fanning, Christina Hendricks, Keanu Reeves, Karl Glusman</td>
+      <td>2016</td>
+      <td>118</td>
+      <td>6.2</td>
+      <td>1.33</td>
+    </tr>
+    <tr>
+      <td>Dangal</td>
+      <td>Action,Biography,Drama</td>
+      <td>Nitesh Tiwari</td>
+      <td>Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh,Sanya Malhotra</td>
+      <td>2016</td>
+      <td>161</td>
+      <td>8.8</td>
+      <td>11.15</td>
+    </tr>
+    <tr>
+      <td>10 Cloverfield Lane</td>
+      <td>Drama,Horror,Mystery</td>
+      <td>Dan Trachtenberg</td>
+      <td>John Goodman, Mary Elizabeth Winstead, John Gallagher Jr., Douglas M. Griffin</td>
+      <td>2016</td>
+      <td>104</td>
+      <td>7.2</td>
+      <td>71.9</td>
+    </tr>
+    <tr>
+      <td>Finding Dory</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Andrew Stanton</td>
+      <td>Ellen DeGeneres, Albert Brooks,Ed O'Neill, Kaitlin Olson</td>
+      <td>2016</td>
+      <td>97</td>
+      <td>7.4</td>
+      <td>486.29</td>
+    </tr>
+    <tr>
+      <td>Miss Peregrine's Home for Peculiar Children</td>
+      <td>Adventure,Drama,Family</td>
+      <td>Tim Burton</td>
+      <td>Eva Green, Asa Butterfield, Samuel L. Jackson, Judi Dench</td>
+      <td>2016</td>
+      <td>127</td>
+      <td>6.7</td>
+      <td>87.24</td>
+    </tr>
+    <tr>
+      <td>Divergent</td>
+      <td>Adventure,Mystery,Sci-Fi</td>
+      <td>Neil Burger</td>
+      <td>Shailene Woodley, Theo James, Kate Winslet, Jai Courtney</td>
+      <td>2014</td>
+      <td>139</td>
+      <td>6.7</td>
+      <td>150.83M</td>
+    </tr>
+    <tr>
+      <td>Mike and Dave Need Wedding Dates</td>
+      <td>Adventure,Comedy,Romance</td>
+      <td>Jake Szymanski</td>
+      <td>Zac Efron, Adam Devine, Anna Kendrick, Aubrey Plaza</td>
+      <td>2016</td>
+      <td>98</td>
+      <td>6</td>
+      <td>46.01</td>
+    </tr>
+    <tr>
+      <td>Boyka: Undisputed IV</td>
+      <td>Action</td>
+      <td>Todor Chapkanov</td>
+      <td>Scott Adkins, Teodora Duhovnikova, Alon Aboutboul, Julian Vergov</td>
+      <td>2016</td>
+      <td>86</td>
+      <td>7.4</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Dark Knight Rises</td>
+      <td>Action,Thriller</td>
+      <td>Christopher Nolan</td>
+      <td>Christian Bale, Tom Hardy, Anne Hathaway,Gary Oldman</td>
+      <td>2012</td>
+      <td>164</td>
+      <td>8.5</td>
+      <td>448.13</td>
+    </tr>
+    <tr>
+      <td>The Jungle Book</td>
+      <td>Adventure,Drama,Family</td>
+      <td>Jon Favreau</td>
+      <td>Neel Sethi, Bill Murray, Ben Kingsley, Idris Elba</td>
+      <td>2016</td>
+      <td>106</td>
+      <td>7.5</td>
+      <td>364</td>
+    </tr>
+    <tr>
+      <td>Transformers: Age of Extinction</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Michael Bay</td>
+      <td>Mark Wahlberg, Nicola Peltz, Jack Reynor, Stanley Tucci</td>
+      <td>2014</td>
+      <td>165</td>
+      <td>5.7</td>
+      <td>245.43</td>
+    </tr>
+    <tr>
+      <td>Nerve</td>
+      <td>Adventure,Crime,Mystery</td>
+      <td>Henry Joost</td>
+      <td>Emma Roberts, Dave Franco, Emily Meade, Miles Heizer</td>
+      <td>2016</td>
+      <td>96</td>
+      <td>6.6</td>
+      <td>38.56</td>
+    </tr>
+    <tr>
+      <td>Mamma Mia!</td>
+      <td>Comedy,Family,Musical</td>
+      <td>Phyllida Lloyd</td>
+      <td>Meryl Streep, Pierce Brosnan, Amanda Seyfried,Stellan Skarsgård</td>
+      <td>2008</td>
+      <td>108</td>
+      <td>6.4</td>
+      <td>143.7M</td>
+    </tr>
+    <tr>
+      <td>The Revenant</td>
+      <td>Adventure,Drama,Thriller</td>
+      <td>Alejandro González Iñárritu</td>
+      <td>Leonardo DiCaprio, Tom Hardy, Will Poulter, Domhnall Gleeson</td>
+      <td>2015</td>
+      <td>156</td>
+      <td>8</td>
+      <td>183.64M</td>
+    </tr>
+    <tr>
+      <td>Fences</td>
+      <td>Drama</td>
+      <td>Denzel Washington</td>
+      <td>Denzel  Washington, Viola Davis, Stephen Henderson, Jovan Adepo</td>
+      <td>2016</td>
+      <td>139</td>
+      <td>7.3</td>
+      <td>57.64</td>
+    </tr>
+    <tr>
+      <td>Into the Woods</td>
+      <td>Adventure,Comedy,Drama</td>
+      <td>Rob Marshall</td>
+      <td>Anna Kendrick, Meryl Streep, Chris Pine, Emily Blunt</td>
+      <td>2014</td>
+      <td>125</td>
+      <td>6</td>
+      <td>128M</td>
+    </tr>
+    <tr>
+      <td>The Shallows</td>
+      <td>Drama,Horror,Thriller</td>
+      <td>Jaume Collet-Serra</td>
+      <td>Blake Lively, Óscar Jaenada, Angelo Josue Lozano Corzo, Brett Cullen</td>
+      <td>2016</td>
+      <td>86</td>
+      <td>6.4</td>
+      <td>55.12</td>
+    </tr>
+    <tr>
+      <td>Whiplash</td>
+      <td>Drama,Music</td>
+      <td>Damien Chazelle</td>
+      <td>Miles Teller, J.K. Simmons, Melissa Benoist, Paul Reiser</td>
+      <td>2014</td>
+      <td>107</td>
+      <td>8.5</td>
+      <td>13.09</td>
+    </tr>
+    <tr>
+      <td>Furious 6</td>
+      <td>Action,Crime,Thriller</td>
+      <td>Justin Lin</td>
+      <td>Vin Diesel, Paul Walker, Dwayne Johnson, Michelle Rodriguez</td>
+      <td>2013</td>
+      <td>130</td>
+      <td>7.1</td>
+      <td>238.67</td>
+    </tr>
+    <tr>
+      <td>The Place Beyond the Pines</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Derek Cianfrance</td>
+      <td>Ryan Gosling, Bradley Cooper, Eva Mendes,Craig Van Hook</td>
+      <td>2012</td>
+      <td>140</td>
+      <td>7.3</td>
+      <td>21.38</td>
+    </tr>
+    <tr>
+      <td>No Country for Old Men</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Ethan Coen</td>
+      <td>Tommy Lee Jones, Javier Bardem, Josh Brolin, Woody Harrelson</td>
+      <td>2007</td>
+      <td>122</td>
+      <td>8.1</td>
+      <td>74.27</td>
+    </tr>
+    <tr>
+      <td>The Great Gatsby</td>
+      <td>Drama,Romance</td>
+      <td>Baz Luhrmann</td>
+      <td>Leonardo DiCaprio, Carey Mulligan, Joel Edgerton,Tobey Maguire</td>
+      <td>2013</td>
+      <td>143</td>
+      <td>7.3</td>
+      <td>144.81M</td>
+    </tr>
+    <tr>
+      <td>Shutter Island</td>
+      <td>Mystery,Thriller</td>
+      <td>Martin Scorsese</td>
+      <td>Leonardo DiCaprio, Emily Mortimer, Mark Ruffalo,Ben Kingsley</td>
+      <td>2010</td>
+      <td>138</td>
+      <td>8.1</td>
+      <td>127.97M</td>
+    </tr>
+    <tr>
+      <td>Brimstone</td>
+      <td>Mystery,Thriller,Western</td>
+      <td>Martin Koolhoven</td>
+      <td>Dakota Fanning, Guy Pearce, Kit Harington,Carice van Houten</td>
+      <td>2016</td>
+      <td>148</td>
+      <td>7.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Star Trek</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>J.J. Abrams</td>
+      <td>Chris Pine, Zachary Quinto, Simon Pegg, Leonard Nimoy</td>
+      <td>2009</td>
+      <td>127</td>
+      <td>8</td>
+      <td>257.7</td>
+    </tr>
+    <tr>
+      <td>Diary of a Wimpy Kid</td>
+      <td>Comedy,Family</td>
+      <td>Thor Freudenthal</td>
+      <td>Zachary Gordon, Robert Capron, Rachael Harris,Steve Zahn</td>
+      <td>2010</td>
+      <td>94</td>
+      <td>6.2</td>
+      <td>64</td>
+    </tr>
+    <tr>
+      <td>The Big Short</td>
+      <td>Biography,Comedy,Drama</td>
+      <td>Adam McKay</td>
+      <td>Christian Bale, Steve Carell, Ryan Gosling, Brad Pitt</td>
+      <td>2015</td>
+      <td>130</td>
+      <td>7.8</td>
+      <td>70.24</td>
+    </tr>
+    <tr>
+      <td>Room</td>
+      <td>Drama</td>
+      <td>Lenny Abrahamson</td>
+      <td>Brie Larson, Jacob Tremblay, Sean Bridgers,Wendy Crewson</td>
+      <td>2015</td>
+      <td>118</td>
+      <td>8.2</td>
+      <td>14.68</td>
+    </tr>
+    <tr>
+      <td>Django Unchained</td>
+      <td>Drama,Western</td>
+      <td>Quentin Tarantino</td>
+      <td>Jamie Foxx, Christoph Waltz, Leonardo DiCaprio,Kerry Washington</td>
+      <td>2012</td>
+      <td>165</td>
+      <td>8.4</td>
+      <td>162.8M</td>
+    </tr>
+    <tr>
+      <td>Ah-ga-ssi</td>
+      <td>Drama,Mystery,Romance</td>
+      <td>Chan-wook Park</td>
+      <td>Min-hee Kim, Jung-woo Ha, Jin-woong Jo, So-ri Moon</td>
+      <td>2016</td>
+      <td>144</td>
+      <td>8.1</td>
+      <td>2.01</td>
+    </tr>
+    <tr>
+      <td>The Edge of Seventeen</td>
+      <td>Comedy,Drama</td>
+      <td>Kelly Fremon Craig</td>
+      <td>Hailee Steinfeld, Haley Lu Richardson, Blake Jenner, Kyra Sedgwick</td>
+      <td>2016</td>
+      <td>104</td>
+      <td>7.4</td>
+      <td>14.26</td>
+    </tr>
+    <tr>
+      <td>Watchmen</td>
+      <td>Action,Drama,Mystery</td>
+      <td>Zack Snyder</td>
+      <td>Jackie Earle Haley, Patrick Wilson, Carla Gugino,Malin Akerman</td>
+      <td>2009</td>
+      <td>162</td>
+      <td>7.6</td>
+      <td>107.5M</td>
+    </tr>
+    <tr>
+      <td>Superbad</td>
+      <td>Comedy</td>
+      <td>Greg Mottola</td>
+      <td>Michael Cera, Jonah Hill, Christopher Mintz-Plasse, Bill Hader</td>
+      <td>2007</td>
+      <td>113</td>
+      <td>7.6</td>
+      <td>121.46M</td>
+    </tr>
+    <tr>
+      <td>Inferno</td>
+      <td>Action,Adventure,Crime</td>
+      <td>Ron Howard</td>
+      <td>Tom Hanks, Felicity Jones, Irrfan Khan, Ben Foster</td>
+      <td>2016</td>
+      <td>121</td>
+      <td>6.2</td>
+      <td>34.26</td>
+    </tr>
+    <tr>
+      <td>The BFG</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>Steven Spielberg</td>
+      <td>Mark Rylance, Ruby Barnhill, Penelope Wilton,Jemaine Clement</td>
+      <td>2016</td>
+      <td>117</td>
+      <td>6.4</td>
+      <td>55.47</td>
+    </tr>
+    <tr>
+      <td>The Hunger Games</td>
+      <td>Adventure,Sci-Fi,Thriller</td>
+      <td>Gary Ross</td>
+      <td>Jennifer Lawrence, Josh Hutcherson, Liam Hemsworth,Stanley Tucci</td>
+      <td>2012</td>
+      <td>142</td>
+      <td>7.2</td>
+      <td>408</td>
+    </tr>
+    <tr>
+      <td>White Girl</td>
+      <td>Drama</td>
+      <td>Elizabeth Wood</td>
+      <td>Morgan Saylor, Brian Marc, Justin Bartha, Adrian Martinez</td>
+      <td>2016</td>
+      <td>88</td>
+      <td>5.8</td>
+      <td>0.2</td>
+    </tr>
+    <tr>
+      <td>Sicario</td>
+      <td>Action,Crime,Drama</td>
+      <td>Denis Villeneuve</td>
+      <td>Emily Blunt, Josh Brolin, Benicio Del Toro, Jon Bernthal</td>
+      <td>2015</td>
+      <td>121</td>
+      <td>7.6</td>
+      <td>46.88</td>
+    </tr>
+    <tr>
+      <td>Twin Peaks: The Missing Pieces</td>
+      <td>Drama,Horror,Mystery</td>
+      <td>David Lynch</td>
+      <td>Chris Isaak, Kiefer Sutherland, C.H. Evans, Sandra Kinder</td>
+      <td>2014</td>
+      <td>91</td>
+      <td>8.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Aliens vs Predator - Requiem</td>
+      <td>Action,Horror,Sci-Fi</td>
+      <td>Colin Strause</td>
+      <td>Reiko Aylesworth, Steven Pasquale,Shareeka Epps, John Ortiz</td>
+      <td>2007</td>
+      <td>94</td>
+      <td>4.7</td>
+      <td>41.8</td>
+    </tr>
+    <tr>
+      <td>Pacific Rim</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Guillermo del Toro</td>
+      <td>Idris Elba, Charlie Hunnam, Rinko Kikuchi,Charlie Day</td>
+      <td>2013</td>
+      <td>131</td>
+      <td>7</td>
+      <td>101.79M</td>
+    </tr>
+    <tr>
+      <td>Crazy, Stupid, Love.</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Glenn Ficarra</td>
+      <td>Steve Carell, Ryan Gosling, Julianne Moore, Emma Stone</td>
+      <td>2011</td>
+      <td>118</td>
+      <td>7.4</td>
+      <td>84.24</td>
+    </tr>
+    <tr>
+      <td>Scott Pilgrim vs. the World</td>
+      <td>Action,Comedy,Fantasy</td>
+      <td>Edgar Wright</td>
+      <td>Michael Cera, Mary Elizabeth Winstead, Kieran Culkin, Alison Pill</td>
+      <td>2010</td>
+      <td>112</td>
+      <td>7.5</td>
+      <td>31.49</td>
+    </tr>
+    <tr>
+      <td>Hot Fuzz</td>
+      <td>Action,Comedy,Mystery</td>
+      <td>Edgar Wright</td>
+      <td>Simon Pegg, Nick Frost, Martin Freeman, Bill Nighy</td>
+      <td>2007</td>
+      <td>121</td>
+      <td>7.9</td>
+      <td>23.62</td>
+    </tr>
+    <tr>
+      <td>Mine</td>
+      <td>Thriller,War</td>
+      <td>Fabio Guaglione</td>
+      <td>Armie Hammer, Annabelle Wallis,Tom Cullen, Clint Dyer</td>
+      <td>2016</td>
+      <td>106</td>
+      <td>6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Free Fire</td>
+      <td>Action,Comedy,Crime</td>
+      <td>Ben Wheatley</td>
+      <td>Sharlto Copley, Brie Larson, Armie Hammer, Cillian Murphy</td>
+      <td>2016</td>
+      <td>90</td>
+      <td>7</td>
+      <td>1.8</td>
+    </tr>
+    <tr>
+      <td>X-Men: Days of Future Past</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Bryan Singer</td>
+      <td>Patrick Stewart, Ian McKellen, Hugh Jackman, James McAvoy</td>
+      <td>2014</td>
+      <td>132</td>
+      <td>8</td>
+      <td>233.91</td>
+    </tr>
+    <tr>
+      <td>Jack Reacher: Never Go Back</td>
+      <td>Action,Adventure,Crime</td>
+      <td>Edward Zwick</td>
+      <td>Tom Cruise, Cobie Smulders, Aldis Hodge, Robert Knepper</td>
+      <td>2016</td>
+      <td>118</td>
+      <td>6.1</td>
+      <td>58.4</td>
+    </tr>
+    <tr>
+      <td>Casino Royale</td>
+      <td>Action,Adventure,Thriller</td>
+      <td>Martin Campbell</td>
+      <td>Daniel Craig, Eva Green, Judi Dench, Jeffrey Wright</td>
+      <td>2006</td>
+      <td>144</td>
+      <td>8</td>
+      <td>167.01M</td>
+    </tr>
+    <tr>
+      <td>Twilight</td>
+      <td>Drama,Fantasy,Romance</td>
+      <td>Catherine Hardwicke</td>
+      <td>Kristen Stewart, Robert Pattinson, Billy Burke,Sarah Clarke</td>
+      <td>2008</td>
+      <td>122</td>
+      <td>5.2</td>
+      <td>191.45M</td>
+    </tr>
+    <tr>
+      <td>Now You See Me 2</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>Jon M. Chu</td>
+      <td>Jesse Eisenberg, Mark Ruffalo, Woody Harrelson, Dave Franco</td>
+      <td>2016</td>
+      <td>129</td>
+      <td>6.5</td>
+      <td>65.03</td>
+    </tr>
+    <tr>
+      <td>Woman in Gold</td>
+      <td>Biography,Drama,History</td>
+      <td>Simon Curtis</td>
+      <td>Helen Mirren, Ryan Reynolds, Daniel Brühl, Katie Holmes</td>
+      <td>2015</td>
+      <td>109</td>
+      <td>7.3</td>
+      <td>33.31</td>
+    </tr>
+    <tr>
+      <td>13 Hours</td>
+      <td>Action,Drama,History</td>
+      <td>Michael Bay</td>
+      <td>John Krasinski, Pablo Schreiber, James Badge Dale,David Denman</td>
+      <td>2016</td>
+      <td>144</td>
+      <td>7.3</td>
+      <td>52.82</td>
+    </tr>
+    <tr>
+      <td>Spectre</td>
+      <td>Action,Adventure,Thriller</td>
+      <td>Sam Mendes</td>
+      <td>Daniel Craig, Christoph Waltz, Léa Seydoux, Ralph Fiennes</td>
+      <td>2015</td>
+      <td>148</td>
+      <td>6.8</td>
+      <td>200.07</td>
+    </tr>
+    <tr>
+      <td>Nightcrawler</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Dan Gilroy</td>
+      <td>Jake Gyllenhaal, Rene Russo, Bill Paxton, Riz Ahmed</td>
+      <td>2014</td>
+      <td>118</td>
+      <td>7.9</td>
+      <td>32.28</td>
+    </tr>
+    <tr>
+      <td>Kubo and the Two Strings</td>
+      <td>Animation,Adventure,Family</td>
+      <td>Travis Knight</td>
+      <td>Charlize Theron, Art Parkinson, Matthew McConaughey, Ralph Fiennes</td>
+      <td>2016</td>
+      <td>101</td>
+      <td>7.9</td>
+      <td>48.02</td>
+    </tr>
+    <tr>
+      <td>Beyond the Gates</td>
+      <td>Adventure,Horror</td>
+      <td>Jackson Stewart</td>
+      <td>Graham Skipper, Chase Williamson, Brea Grant,Barbara Crampton</td>
+      <td>2016</td>
+      <td>84</td>
+      <td>5.2</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Her</td>
+      <td>Drama,Romance,Sci-Fi</td>
+      <td>Spike Jonze</td>
+      <td>Joaquin Phoenix, Amy Adams, Scarlett Johansson,Rooney Mara</td>
+      <td>2013</td>
+      <td>126</td>
+      <td>8</td>
+      <td>25.56</td>
+    </tr>
+    <tr>
+      <td>Frozen</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Chris Buck</td>
+      <td>Kristen Bell, Idina Menzel, Jonathan Groff, Josh Gad</td>
+      <td>2013</td>
+      <td>102</td>
+      <td>7.5</td>
+      <td>400.74</td>
+    </tr>
+    <tr>
+      <td>Tomorrowland</td>
+      <td>Action,Adventure,Family</td>
+      <td>Brad Bird</td>
+      <td>George Clooney, Britt Robertson, Hugh Laurie, Raffey Cassidy</td>
+      <td>2015</td>
+      <td>130</td>
+      <td>6.5</td>
+      <td>93.42</td>
+    </tr>
+    <tr>
+      <td>Dawn of the Planet of the Apes</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Matt Reeves</td>
+      <td>Gary Oldman, Keri Russell, Andy Serkis, Kodi Smit-McPhee</td>
+      <td>2014</td>
+      <td>130</td>
+      <td>7.6</td>
+      <td>208.54</td>
+    </tr>
+    <tr>
+      <td>Tropic Thunder</td>
+      <td>Action,Comedy</td>
+      <td>Ben Stiller</td>
+      <td>Ben Stiller, Jack Black, Robert Downey Jr., Jeff Kahn</td>
+      <td>2008</td>
+      <td>107</td>
+      <td>7</td>
+      <td>110.42M</td>
+    </tr>
+    <tr>
+      <td>The Conjuring 2</td>
+      <td>Horror,Mystery,Thriller</td>
+      <td>James Wan</td>
+      <td>Vera Farmiga, Patrick Wilson, Madison Wolfe, Frances O'Connor</td>
+      <td>2016</td>
+      <td>134</td>
+      <td>7.4</td>
+      <td>102.46M</td>
+    </tr>
+    <tr>
+      <td>Ant-Man</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>Peyton Reed</td>
+      <td>Paul Rudd, Michael Douglas, Corey Stoll, Evangeline Lilly</td>
+      <td>2015</td>
+      <td>117</td>
+      <td>7.3</td>
+      <td>180.19M</td>
+    </tr>
+    <tr>
+      <td>Bridget Jones's Baby</td>
+      <td>Comedy,Romance</td>
+      <td>Sharon Maguire</td>
+      <td>Renée Zellweger, Gemma Jones, Jim Broadbent,Sally Phillips</td>
+      <td>2016</td>
+      <td>118</td>
+      <td>6.7</td>
+      <td>24.09</td>
+    </tr>
+    <tr>
+      <td>The VVitch: A New-England Folktale</td>
+      <td>Horror,Mystery</td>
+      <td>Robert Eggers</td>
+      <td>Anya Taylor-Joy, Ralph Ineson, Kate Dickie, Julian Richings</td>
+      <td>2015</td>
+      <td>92</td>
+      <td>6.8</td>
+      <td>25.14</td>
+    </tr>
+    <tr>
+      <td>Cinderella</td>
+      <td>Drama,Family,Fantasy</td>
+      <td>Kenneth Branagh</td>
+      <td>Lily James, Cate Blanchett, Richard Madden,Helena Bonham Carter</td>
+      <td>2015</td>
+      <td>105</td>
+      <td>7</td>
+      <td>201.15</td>
+    </tr>
+    <tr>
+      <td>Realive</td>
+      <td>Sci-Fi</td>
+      <td>Mateo Gil</td>
+      <td>Tom Hughes, Charlotte Le Bon, Oona Chaplin, Barry Ward</td>
+      <td>2016</td>
+      <td>112</td>
+      <td>5.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Forushande</td>
+      <td>Drama,Thriller</td>
+      <td>Asghar Farhadi</td>
+      <td>Taraneh Alidoosti, Shahab Hosseini, Babak Karimi,Farid Sajjadi Hosseini</td>
+      <td>2016</td>
+      <td>124</td>
+      <td>8</td>
+      <td>3.4</td>
+    </tr>
+    <tr>
+      <td>Love</td>
+      <td>Drama,Romance</td>
+      <td>Gaspar Noé</td>
+      <td>Aomi Muyock, Karl Glusman, Klara Kristin, Juan Saavedra</td>
+      <td>2015</td>
+      <td>135</td>
+      <td>6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Billy Lynn's Long Halftime Walk</td>
+      <td>Drama,War</td>
+      <td>Ang Lee</td>
+      <td>Joe Alwyn, Garrett Hedlund, Arturo Castro, Mason Lee</td>
+      <td>2016</td>
+      <td>113</td>
+      <td>6.3</td>
+      <td>1.72</td>
+    </tr>
+    <tr>
+      <td>Crimson Peak</td>
+      <td>Drama,Fantasy,Horror</td>
+      <td>Guillermo del Toro</td>
+      <td>Mia Wasikowska, Jessica Chastain, Tom Hiddleston, Charlie Hunnam</td>
+      <td>2015</td>
+      <td>119</td>
+      <td>6.6</td>
+      <td>31.06</td>
+    </tr>
+    <tr>
+      <td>Drive</td>
+      <td>Crime,Drama</td>
+      <td>Nicolas Winding Refn</td>
+      <td>Ryan Gosling, Carey Mulligan, Bryan Cranston, Albert Brooks</td>
+      <td>2011</td>
+      <td>100</td>
+      <td>7.8</td>
+      <td>35.05</td>
+    </tr>
+    <tr>
+      <td>Trainwreck</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Judd Apatow</td>
+      <td>Amy Schumer, Bill Hader, Brie Larson, Colin Quinn</td>
+      <td>2015</td>
+      <td>125</td>
+      <td>6.3</td>
+      <td>110.01M</td>
+    </tr>
+    <tr>
+      <td>The Light Between Oceans</td>
+      <td>Drama,Romance</td>
+      <td>Derek Cianfrance</td>
+      <td>Michael       Fassbender, Alicia Vikander, Rachel Weisz, Florence Clery</td>
+      <td>2016</td>
+      <td>133</td>
+      <td>7.2</td>
+      <td>12.53</td>
+    </tr>
+    <tr>
+      <td>Below Her Mouth</td>
+      <td>Drama</td>
+      <td>April Mullen</td>
+      <td>Erika Linder, Natalie Krill, Sebastian Pigott, Mayko Nguyen</td>
+      <td>2016</td>
+      <td>94</td>
+      <td>5.6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Spotlight</td>
+      <td>Crime,Drama,History</td>
+      <td>Tom McCarthy</td>
+      <td>Mark Ruffalo, Michael Keaton, Rachel McAdams, Liev Schreiber</td>
+      <td>2015</td>
+      <td>128</td>
+      <td>8.1</td>
+      <td>44.99</td>
+    </tr>
+    <tr>
+      <td>Morgan</td>
+      <td>Horror,Sci-Fi,Thriller</td>
+      <td>Luke Scott</td>
+      <td>Kate Mara, Anya Taylor-Joy, Rose Leslie, Michael Yare</td>
+      <td>2016</td>
+      <td>92</td>
+      <td>5.8</td>
+      <td>3.91</td>
+    </tr>
+    <tr>
+      <td>Warrior</td>
+      <td>Action,Drama,Sport</td>
+      <td>Gavin O'Connor</td>
+      <td>Tom Hardy, Nick Nolte, Joel Edgerton, Jennifer Morrison</td>
+      <td>2011</td>
+      <td>140</td>
+      <td>8.2</td>
+      <td>13.65</td>
+    </tr>
+    <tr>
+      <td>Captain America: The First Avenger</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Joe Johnston</td>
+      <td>Chris Evans, Hugo Weaving, Samuel L. Jackson,Hayley Atwell</td>
+      <td>2011</td>
+      <td>124</td>
+      <td>6.9</td>
+      <td>176.64M</td>
+    </tr>
+    <tr>
+      <td>Hacker</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Akan Satayev</td>
+      <td>Callan McAuliffe, Lorraine Nicholson, Daniel Eric Gold, Clifton Collins Jr.</td>
+      <td>2016</td>
+      <td>95</td>
+      <td>6.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Into the Wild</td>
+      <td>Adventure,Biography,Drama</td>
+      <td>Sean Penn</td>
+      <td>Emile Hirsch, Vince Vaughn, Catherine Keener, Marcia Gay Harden</td>
+      <td>2007</td>
+      <td>148</td>
+      <td>8.1</td>
+      <td>18.35</td>
+    </tr>
+    <tr>
+      <td>The Imitation Game</td>
+      <td>Biography,Drama,Thriller</td>
+      <td>Morten Tyldum</td>
+      <td>Benedict Cumberbatch, Keira Knightley, Matthew Goode, Allen Leech</td>
+      <td>2014</td>
+      <td>114</td>
+      <td>8.1</td>
+      <td>91.12</td>
+    </tr>
+    <tr>
+      <td>Central Intelligence</td>
+      <td>Action,Comedy,Crime</td>
+      <td>Rawson Marshall Thurber</td>
+      <td>Dwayne Johnson, Kevin Hart, Danielle Nicolet, Amy Ryan</td>
+      <td>2016</td>
+      <td>107</td>
+      <td>6.3</td>
+      <td>127.38M</td>
+    </tr>
+    <tr>
+      <td>Edge of Tomorrow</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Doug Liman</td>
+      <td>Tom Cruise, Emily Blunt, Bill Paxton, Brendan Gleeson</td>
+      <td>2014</td>
+      <td>113</td>
+      <td>7.9</td>
+      <td>100.19M</td>
+    </tr>
+    <tr>
+      <td>A Cure for Wellness</td>
+      <td>Drama,Fantasy,Horror</td>
+      <td>Gore Verbinski</td>
+      <td>Dane DeHaan, Jason Isaacs, Mia Goth, Ivo Nandi</td>
+      <td>2016</td>
+      <td>146</td>
+      <td>6.5</td>
+      <td>8.1</td>
+    </tr>
+    <tr>
+      <td>Snowden</td>
+      <td>Biography,Drama,Thriller</td>
+      <td>Oliver Stone</td>
+      <td>Joseph Gordon-Levitt, Shailene Woodley, Melissa Leo,Zachary Quinto</td>
+      <td>2016</td>
+      <td>134</td>
+      <td>7.3</td>
+      <td>21.48</td>
+    </tr>
+    <tr>
+      <td>Iron Man</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Jon Favreau</td>
+      <td>Robert Downey Jr., Gwyneth Paltrow, Terrence Howard, Jeff Bridges</td>
+      <td>2008</td>
+      <td>126</td>
+      <td>7.9</td>
+      <td>318.3</td>
+    </tr>
+    <tr>
+      <td>Allegiant</td>
+      <td>Action,Adventure,Mystery</td>
+      <td>Robert Schwentke</td>
+      <td>Shailene Woodley, Theo James, Jeff Daniels,Naomi Watts</td>
+      <td>2016</td>
+      <td>120</td>
+      <td>5.7</td>
+      <td>66</td>
+    </tr>
+    <tr>
+      <td>X: First Class</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Matthew Vaughn</td>
+      <td>James McAvoy, Michael          Fassbender, Jennifer Lawrence, Kevin Bacon</td>
+      <td>2011</td>
+      <td>132</td>
+      <td>7.8</td>
+      <td>146.41M</td>
+    </tr>
+    <tr>
+      <td>Raw (II)</td>
+      <td>Drama,Horror</td>
+      <td>Julia Ducournau</td>
+      <td>Garance Marillier, Ella Rumpf, Rabah Nait Oufella,Laurent Lucas</td>
+      <td>2016</td>
+      <td>99</td>
+      <td>7.5</td>
+      <td>0.51</td>
+    </tr>
+    <tr>
+      <td>Paterson</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Jim Jarmusch</td>
+      <td>Adam Driver, Golshifteh Farahani, Nellie, Rizwan Manji</td>
+      <td>2016</td>
+      <td>118</td>
+      <td>7.5</td>
+      <td>2.14</td>
+    </tr>
+    <tr>
+      <td>Bridesmaids</td>
+      <td>Comedy,Romance</td>
+      <td>Paul Feig</td>
+      <td>Kristen Wiig, Maya Rudolph, Rose Byrne, Terry Crews</td>
+      <td>2011</td>
+      <td>125</td>
+      <td>6.8</td>
+      <td>169.08M</td>
+    </tr>
+    <tr>
+      <td>The Girl with All the Gifts</td>
+      <td>Drama,Horror,Thriller</td>
+      <td>Colm McCarthy</td>
+      <td>Gemma Arterton, Glenn Close, Dominique Tipper,Paddy Considine</td>
+      <td>2016</td>
+      <td>111</td>
+      <td>6.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>San Andreas</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Brad Peyton</td>
+      <td>Dwayne Johnson, Carla Gugino, Alexandra Daddario,Colton Haynes</td>
+      <td>2015</td>
+      <td>114</td>
+      <td>6.1</td>
+      <td>155.18M</td>
+    </tr>
+    <tr>
+      <td>Spring Breakers</td>
+      <td>Drama</td>
+      <td>Harmony Korine</td>
+      <td>Vanessa Hudgens, Selena Gomez, Ashley Benson,Rachel Korine</td>
+      <td>2012</td>
+      <td>94</td>
+      <td>5.3</td>
+      <td>14.12</td>
+    </tr>
+    <tr>
+      <td>Transformers</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Michael Bay</td>
+      <td>Shia LaBeouf, Megan Fox, Josh Duhamel, Tyrese Gibson</td>
+      <td>2007</td>
+      <td>144</td>
+      <td>7.1</td>
+      <td>318.76</td>
+    </tr>
+    <tr>
+      <td>Old Boy</td>
+      <td>Action,Drama,Mystery</td>
+      <td>Spike Lee</td>
+      <td>Josh Brolin, Elizabeth Olsen, Samuel L. Jackson, Sharlto Copley</td>
+      <td>2013</td>
+      <td>104</td>
+      <td>5.8</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Thor: The Dark World</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Alan Taylor</td>
+      <td>Chris Hemsworth, Natalie Portman, Tom Hiddleston,Stellan Skarsgård</td>
+      <td>2013</td>
+      <td>112</td>
+      <td>7</td>
+      <td>206.36</td>
+    </tr>
+    <tr>
+      <td>Gods of Egypt</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Alex Proyas</td>
+      <td>Brenton Thwaites, Nikolaj Coster-Waldau, Gerard Butler, Chadwick Boseman</td>
+      <td>2016</td>
+      <td>126</td>
+      <td>5.5</td>
+      <td>31.14</td>
+    </tr>
+    <tr>
+      <td>Captain America: The Winter Soldier</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Anthony Russo</td>
+      <td>Chris Evans, Samuel L. Jackson,Scarlett Johansson, Robert Redford</td>
+      <td>2014</td>
+      <td>136</td>
+      <td>7.8</td>
+      <td>259.75</td>
+    </tr>
+    <tr>
+      <td>Monster Trucks</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>Chris Wedge</td>
+      <td>Lucas Till, Jane Levy, Thomas Lennon, Barry Pepper</td>
+      <td>2016</td>
+      <td>104</td>
+      <td>5.7</td>
+      <td>33.04</td>
+    </tr>
+    <tr>
+      <td>A Dark Song</td>
+      <td>Drama,Horror</td>
+      <td>Liam Gavin</td>
+      <td>Mark Huberman, Susan Loughnane, Steve Oram,Catherine Walker</td>
+      <td>2016</td>
+      <td>100</td>
+      <td>6.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Kick-Ass</td>
+      <td>Action,Comedy</td>
+      <td>Matthew Vaughn</td>
+      <td>Aaron Taylor-Johnson, Nicolas Cage, Chloë Grace Moretz, Garrett M. Brown</td>
+      <td>2010</td>
+      <td>117</td>
+      <td>7.7</td>
+      <td>48.04</td>
+    </tr>
+    <tr>
+      <td>Hardcore Henry</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Ilya Naishuller</td>
+      <td>Sharlto Copley, Tim Roth, Haley Bennett, Danila Kozlovsky</td>
+      <td>2015</td>
+      <td>96</td>
+      <td>6.7</td>
+      <td>9.24</td>
+    </tr>
+    <tr>
+      <td>Cars</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>John Lasseter</td>
+      <td>Owen Wilson, Bonnie Hunt, Paul Newman, Larry the Cable Guy</td>
+      <td>2006</td>
+      <td>117</td>
+      <td>7.1</td>
+      <td>244.05</td>
+    </tr>
+    <tr>
+      <td>It Follows</td>
+      <td>Horror,Mystery</td>
+      <td>David Robert Mitchell</td>
+      <td>Maika Monroe, Keir Gilchrist, Olivia Luccardi,Lili Sepe</td>
+      <td>2014</td>
+      <td>100</td>
+      <td>6.9</td>
+      <td>14.67</td>
+    </tr>
+    <tr>
+      <td>The Girl with the Dragon Tattoo</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>David Fincher</td>
+      <td>Daniel Craig, Rooney Mara, Christopher Plummer,Stellan Skarsgård</td>
+      <td>2011</td>
+      <td>158</td>
+      <td>7.8</td>
+      <td>102.52M</td>
+    </tr>
+    <tr>
+      <td>We're the Millers</td>
+      <td>Comedy,Crime</td>
+      <td>Rawson Marshall Thurber</td>
+      <td>Jason Sudeikis, Jennifer Aniston, Emma Roberts, Ed Helms</td>
+      <td>2013</td>
+      <td>110</td>
+      <td>7</td>
+      <td>150.37M</td>
+    </tr>
+    <tr>
+      <td>American Honey</td>
+      <td>Drama</td>
+      <td>Andrea Arnold</td>
+      <td>Sasha Lane, Shia LaBeouf, Riley Keough, McCaul Lombardi</td>
+      <td>2016</td>
+      <td>163</td>
+      <td>7</td>
+      <td>0.66</td>
+    </tr>
+    <tr>
+      <td>The Lobster</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Yorgos Lanthimos</td>
+      <td>Colin Farrell, Rachel Weisz, Jessica Barden,Olivia Colman</td>
+      <td>2015</td>
+      <td>119</td>
+      <td>7.1</td>
+      <td>8.7</td>
+    </tr>
+    <tr>
+      <td>Predators</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Nimród Antal</td>
+      <td>Adrien Brody, Laurence Fishburne, Topher Grace,Alice Braga</td>
+      <td>2010</td>
+      <td>107</td>
+      <td>6.4</td>
+      <td>52</td>
+    </tr>
+    <tr>
+      <td>Maleficent</td>
+      <td>Action,Adventure,Family</td>
+      <td>Robert Stromberg</td>
+      <td>Angelina Jolie, Elle Fanning, Sharlto Copley,Lesley Manville</td>
+      <td>2014</td>
+      <td>97</td>
+      <td>7</td>
+      <td>241.41</td>
+    </tr>
+    <tr>
+      <td>Rupture</td>
+      <td>Horror,Sci-Fi,Thriller</td>
+      <td>Steven Shainberg</td>
+      <td>Noomi Rapace, Michael Chiklis, Kerry Bishé,Peter Stormare</td>
+      <td>2016</td>
+      <td>102</td>
+      <td>4.8</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Pan's Labyrinth</td>
+      <td>Drama,Fantasy,War</td>
+      <td>Guillermo del Toro</td>
+      <td>Ivana Baquero, Ariadna Gil, Sergi López,Maribel Verdú</td>
+      <td>2006</td>
+      <td>118</td>
+      <td>8.2</td>
+      <td>37.62</td>
+    </tr>
+    <tr>
+      <td>A Kind of Murder</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Andy Goddard</td>
+      <td>Patrick Wilson, Jessica Biel, Haley Bennett, Vincent Kartheiser</td>
+      <td>2016</td>
+      <td>95</td>
+      <td>5.2</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Apocalypto</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Mel Gibson</td>
+      <td>Gerardo Taracena, Raoul Max Trujillo, Dalia Hernández,Rudy Youngblood</td>
+      <td>2006</td>
+      <td>139</td>
+      <td>7.8</td>
+      <td>50.86</td>
+    </tr>
+    <tr>
+      <td>Mission: Impossible - Rogue Nation</td>
+      <td>Action,Adventure,Thriller</td>
+      <td>Christopher McQuarrie</td>
+      <td>Tom Cruise, Rebecca Ferguson, Jeremy Renner, Simon Pegg</td>
+      <td>2015</td>
+      <td>131</td>
+      <td>7.4</td>
+      <td>195M</td>
+    </tr>
+    <tr>
+      <td>The Huntsman: Winter's War</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Cedric Nicolas-Troyan</td>
+      <td>Chris Hemsworth, Jessica Chastain, Charlize Theron, Emily Blunt</td>
+      <td>2016</td>
+      <td>114</td>
+      <td>6.1</td>
+      <td>47.95</td>
+    </tr>
+    <tr>
+      <td>The Perks of Being a Wallflower</td>
+      <td>Drama,Romance</td>
+      <td>Stephen Chbosky</td>
+      <td>Logan Lerman, Emma Watson, Ezra Miller, Paul Rudd</td>
+      <td>2012</td>
+      <td>102</td>
+      <td>8</td>
+      <td>17.74</td>
+    </tr>
+    <tr>
+      <td>Jackie</td>
+      <td>Biography,Drama,History</td>
+      <td>Pablo Larraín</td>
+      <td>Natalie Portman, Peter Sarsgaard, Greta Gerwig,Billy Crudup</td>
+      <td>2016</td>
+      <td>100</td>
+      <td>6.8</td>
+      <td>13.96</td>
+    </tr>
+    <tr>
+      <td>The Disappointments Room</td>
+      <td>Drama,Horror,Thriller</td>
+      <td>D.J. Caruso</td>
+      <td>Kate Beckinsale, Mel Raido, Duncan Joiner, Lucas Till</td>
+      <td>2016</td>
+      <td>85</td>
+      <td>3.9</td>
+      <td>2.41</td>
+    </tr>
+    <tr>
+      <td>The Grand Budapest Hotel</td>
+      <td>Adventure,Comedy,Drama</td>
+      <td>Wes Anderson</td>
+      <td>Ralph Fiennes, F. Murray Abraham, Mathieu Amalric,Adrien Brody</td>
+      <td>2014</td>
+      <td>99</td>
+      <td>8.1</td>
+      <td>59.07</td>
+    </tr>
+    <tr>
+      <td>The Host</td>
+      <td>Action,Adventure,Romance</td>
+      <td>Andrew Niccol</td>
+      <td>Saoirse Ronan, Max Irons, Jake Abel, Diane Kruger</td>
+      <td>2013</td>
+      <td>125</td>
+      <td>5.9</td>
+      <td>26.62</td>
+    </tr>
+    <tr>
+      <td>Fury</td>
+      <td>Action,Drama,War</td>
+      <td>David Ayer</td>
+      <td>Brad Pitt, Shia LaBeouf, Logan Lerman, Michael Peña</td>
+      <td>2014</td>
+      <td>134</td>
+      <td>7.6</td>
+      <td>85.71</td>
+    </tr>
+    <tr>
+      <td>Inside Out</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Pete Docter</td>
+      <td>Amy Poehler, Bill Hader, Lewis Black, Mindy Kaling</td>
+      <td>2015</td>
+      <td>95</td>
+      <td>8.2</td>
+      <td>356.45</td>
+    </tr>
+    <tr>
+      <td>Rock Dog</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Ash Brannon</td>
+      <td>Luke Wilson, Eddie Izzard, J.K. Simmons, Lewis Black</td>
+      <td>2016</td>
+      <td>90</td>
+      <td>5.8</td>
+      <td>9.4</td>
+    </tr>
+    <tr>
+      <td>Terminator Genisys</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Alan Taylor</td>
+      <td>Arnold Schwarzenegger, Jason Clarke, Emilia Clarke,Jai Courtney</td>
+      <td>2015</td>
+      <td>126</td>
+      <td>6.5</td>
+      <td>89.73</td>
+    </tr>
+    <tr>
+      <td>Percy Jackson &amp; the Olympians: The Lightning Thief</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>Chris Columbus</td>
+      <td>Logan Lerman, Kevin McKidd, Steve Coogan,Brandon T. Jackson</td>
+      <td>2010</td>
+      <td>118</td>
+      <td>5.9</td>
+      <td>88.76</td>
+    </tr>
+    <tr>
+      <td>Les Misérables</td>
+      <td>Drama,Musical,Romance</td>
+      <td>Tom Hooper</td>
+      <td>Hugh Jackman, Russell Crowe, Anne Hathaway,Amanda Seyfried</td>
+      <td>2012</td>
+      <td>158</td>
+      <td>7.6</td>
+      <td>148.78M</td>
+    </tr>
+    <tr>
+      <td>Children of Men</td>
+      <td>Drama,Sci-Fi,Thriller</td>
+      <td>Alfonso Cuarón</td>
+      <td>Julianne Moore, Clive Owen, Chiwetel Ejiofor,Michael Caine</td>
+      <td>2006</td>
+      <td>109</td>
+      <td>7.9</td>
+      <td>35.29</td>
+    </tr>
+    <tr>
+      <td>20th Century Women</td>
+      <td>Comedy,Drama</td>
+      <td>Mike Mills</td>
+      <td>Annette Bening, Elle Fanning, Greta Gerwig, Billy Crudup</td>
+      <td>2016</td>
+      <td>119</td>
+      <td>7.4</td>
+      <td>5.66</td>
+    </tr>
+    <tr>
+      <td>Spy</td>
+      <td>Action,Comedy,Crime</td>
+      <td>Paul Feig</td>
+      <td>Melissa McCarthy, Rose Byrne, Jude Law, Jason Statham</td>
+      <td>2015</td>
+      <td>119</td>
+      <td>7.1</td>
+      <td>110.82M</td>
+    </tr>
+    <tr>
+      <td>The Intouchables</td>
+      <td>Biography,Comedy,Drama</td>
+      <td>Olivier Nakache</td>
+      <td>François Cluzet, Omar Sy, Anne Le Ny, Audrey Fleurot</td>
+      <td>2011</td>
+      <td>112</td>
+      <td>8.6</td>
+      <td>13.18</td>
+    </tr>
+    <tr>
+      <td>Bonjour Anne</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Eleanor Coppola</td>
+      <td>Diane Lane, Alec Baldwin, Arnaud Viard, Linda Gegusch</td>
+      <td>2016</td>
+      <td>92</td>
+      <td>4.9</td>
+      <td>0.32</td>
+    </tr>
+    <tr>
+      <td>Kynodontas</td>
+      <td>Drama,Thriller</td>
+      <td>Yorgos Lanthimos</td>
+      <td>Christos Stergioglou, Michele Valley, Angeliki Papoulia, Hristos Passalis</td>
+      <td>2009</td>
+      <td>94</td>
+      <td>7.3</td>
+      <td>0.11</td>
+    </tr>
+    <tr>
+      <td>Straight Outta Compton</td>
+      <td>Biography,Drama,History</td>
+      <td>F. Gary Gray</td>
+      <td>O'Shea Jackson Jr., Corey Hawkins, Jason Mitchell,Neil Brown Jr.</td>
+      <td>2015</td>
+      <td>147</td>
+      <td>7.9</td>
+      <td>161.03M</td>
+    </tr>
+    <tr>
+      <td>The Amazing Spider-Man 2</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Marc Webb</td>
+      <td>Andrew Garfield, Emma Stone, Jamie Foxx, Paul Giamatti</td>
+      <td>2014</td>
+      <td>142</td>
+      <td>6.7</td>
+      <td>202.85</td>
+    </tr>
+    <tr>
+      <td>The Conjuring</td>
+      <td>Horror,Mystery,Thriller</td>
+      <td>James Wan</td>
+      <td>Patrick Wilson, Vera Farmiga, Ron Livingston, Lili Taylor</td>
+      <td>2013</td>
+      <td>112</td>
+      <td>7.5</td>
+      <td>137.39M</td>
+    </tr>
+    <tr>
+      <td>The Hangover</td>
+      <td>Comedy</td>
+      <td>Todd Phillips</td>
+      <td>Zach Galifianakis, Bradley Cooper, Justin Bartha, Ed Helms</td>
+      <td>2009</td>
+      <td>100</td>
+      <td>7.8</td>
+      <td>277.31</td>
+    </tr>
+    <tr>
+      <td>Battleship</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Peter Berg</td>
+      <td>Alexander Skarsgård, Brooklyn Decker, Liam Neeson,Rihanna</td>
+      <td>2012</td>
+      <td>131</td>
+      <td>5.8</td>
+      <td>65.17</td>
+    </tr>
+    <tr>
+      <td>Rise of the Planet of the Apes</td>
+      <td>Action,Drama,Sci-Fi</td>
+      <td>Rupert Wyatt</td>
+      <td>James Franco, Andy Serkis, Freida Pinto, Karin Konoval</td>
+      <td>2011</td>
+      <td>105</td>
+      <td>7.6</td>
+      <td>176.74M</td>
+    </tr>
+    <tr>
+      <td>Lights Out</td>
+      <td>Horror</td>
+      <td>David F. Sandberg</td>
+      <td>Teresa Palmer, Gabriel Bateman, Maria Bello,Billy Burke</td>
+      <td>2016</td>
+      <td>81</td>
+      <td>6.4</td>
+      <td>67.24</td>
+    </tr>
+    <tr>
+      <td>Norman: The Moderate Rise and Tragic Fall of a New York Fixer</td>
+      <td>Drama,Thriller</td>
+      <td>Joseph Cedar</td>
+      <td>Richard Gere, Lior Ashkenazi, Michael Sheen,Charlotte Gainsbourg</td>
+      <td>2016</td>
+      <td>118</td>
+      <td>7.1</td>
+      <td>2.27</td>
+    </tr>
+    <tr>
+      <td>Birdman or (The Unexpected Virtue of Ignorance)</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Alejandro González Iñárritu</td>
+      <td>Michael Keaton, Zach Galifianakis,Edward Norton, Andrea Riseborough</td>
+      <td>2014</td>
+      <td>119</td>
+      <td>7.8</td>
+      <td>42.34</td>
+    </tr>
+    <tr>
+      <td>Black Swan</td>
+      <td>Drama,Thriller</td>
+      <td>Darren Aronofsky</td>
+      <td>Natalie Portman, Mila Kunis, Vincent Cassel,Winona Ryder</td>
+      <td>2010</td>
+      <td>108</td>
+      <td>8</td>
+      <td>106.95M</td>
+    </tr>
+    <tr>
+      <td>Dear White People</td>
+      <td>Comedy,Drama</td>
+      <td>Justin Simien</td>
+      <td>Tyler James Williams, Tessa Thompson, Kyle Gallner,Teyonah Parris</td>
+      <td>2014</td>
+      <td>108</td>
+      <td>6.2</td>
+      <td>4.4</td>
+    </tr>
+    <tr>
+      <td>Nymphomaniac: Vol. I</td>
+      <td>Drama</td>
+      <td>Lars von Trier</td>
+      <td>Charlotte Gainsbourg, Stellan Skarsgård, Stacy Martin, Shia LaBeouf</td>
+      <td>2013</td>
+      <td>117</td>
+      <td>7</td>
+      <td>0.79</td>
+    </tr>
+    <tr>
+      <td>Teenage Mutant Ninja Turtles: Out of the Shadows</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>Dave Green</td>
+      <td>Megan Fox, Will Arnett, Tyler Perry, Laura Linney</td>
+      <td>2016</td>
+      <td>112</td>
+      <td>6</td>
+      <td>0.54</td>
+    </tr>
+    <tr>
+      <td>Knock Knock</td>
+      <td>Drama,Horror,Thriller</td>
+      <td>Eli Roth</td>
+      <td>Keanu Reeves, Lorenza Izzo, Ana de Armas, Aaron Burns</td>
+      <td>2015</td>
+      <td>99</td>
+      <td>4.9</td>
+      <td>0.03</td>
+    </tr>
+    <tr>
+      <td>Dirty Grandpa</td>
+      <td>Comedy</td>
+      <td>Dan Mazer</td>
+      <td>Robert De Niro, Zac Efron, Zoey Deutch, Aubrey Plaza</td>
+      <td>2016</td>
+      <td>102</td>
+      <td>6</td>
+      <td>35.54</td>
+    </tr>
+    <tr>
+      <td>Cloud Atlas</td>
+      <td>Drama,Sci-Fi</td>
+      <td>Tom Tykwer</td>
+      <td>Tom Hanks, Halle Berry, Hugh Grant, Hugo Weaving</td>
+      <td>2012</td>
+      <td>172</td>
+      <td>7.5</td>
+      <td>27.1</td>
+    </tr>
+    <tr>
+      <td>X-Men Origins: Wolverine</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Gavin Hood</td>
+      <td>Hugh Jackman, Liev Schreiber, Ryan Reynolds, Danny Huston</td>
+      <td>2009</td>
+      <td>107</td>
+      <td>6.7</td>
+      <td>179.88M</td>
+    </tr>
+    <tr>
+      <td>Satanic</td>
+      <td>Horror</td>
+      <td>Jeffrey G. Hunt</td>
+      <td>Sarah Hyland, Steven Krueger, Justin Chon, Clara Mamet</td>
+      <td>2016</td>
+      <td>85</td>
+      <td>3.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Skyfall</td>
+      <td>Action,Adventure,Thriller</td>
+      <td>Sam Mendes</td>
+      <td>Daniel Craig, Javier Bardem, Naomie Harris, Judi Dench</td>
+      <td>2012</td>
+      <td>143</td>
+      <td>7.8</td>
+      <td>304.36</td>
+    </tr>
+    <tr>
+      <td>The Hobbit: An Unexpected Journey</td>
+      <td>Adventure,Fantasy</td>
+      <td>Peter Jackson</td>
+      <td>Martin Freeman, Ian McKellen, Richard Armitage,Andy Serkis</td>
+      <td>2012</td>
+      <td>169</td>
+      <td>7.9</td>
+      <td>303</td>
+    </tr>
+    <tr>
+      <td>21 Jump Street</td>
+      <td>Action,Comedy,Crime</td>
+      <td>Phil Lord</td>
+      <td>Jonah Hill, Channing Tatum, Ice Cube,Brie Larson</td>
+      <td>2012</td>
+      <td>110</td>
+      <td>7.2</td>
+      <td>138.45M</td>
+    </tr>
+    <tr>
+      <td>Sing Street</td>
+      <td>Comedy,Drama,Music</td>
+      <td>John Carney</td>
+      <td>Ferdia Walsh-Peelo, Aidan Gillen, Maria Doyle Kennedy, Jack Reynor</td>
+      <td>2016</td>
+      <td>106</td>
+      <td>8</td>
+      <td>3.23</td>
+    </tr>
+    <tr>
+      <td>Ballerina</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Eric Summer</td>
+      <td>Elle Fanning, Dane DeHaan, Carly Rae Jepsen, Maddie Ziegler</td>
+      <td>2016</td>
+      <td>89</td>
+      <td>6.8</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Oblivion</td>
+      <td>Action,Adventure,Mystery</td>
+      <td>Joseph Kosinski</td>
+      <td>Tom Cruise, Morgan Freeman, Andrea Riseborough, Olga Kurylenko</td>
+      <td>2013</td>
+      <td>124</td>
+      <td>7</td>
+      <td>89.02</td>
+    </tr>
+    <tr>
+      <td>22 Jump Street</td>
+      <td>Action,Comedy,Crime</td>
+      <td>Phil Lord</td>
+      <td>Channing Tatum, Jonah Hill, Ice Cube,Nick Offerman</td>
+      <td>2014</td>
+      <td>112</td>
+      <td>7.1</td>
+      <td>191.62M</td>
+    </tr>
+    <tr>
+      <td>Zodiac</td>
+      <td>Crime,Drama,History</td>
+      <td>David Fincher</td>
+      <td>Jake Gyllenhaal, Robert Downey Jr., Mark Ruffalo,Anthony Edwards</td>
+      <td>2007</td>
+      <td>157</td>
+      <td>7.7</td>
+      <td>33.05</td>
+    </tr>
+    <tr>
+      <td>Everybody Wants Some!!</td>
+      <td>Comedy</td>
+      <td>Richard Linklater</td>
+      <td>Blake Jenner, Tyler Hoechlin, Ryan Guzman,Zoey Deutch</td>
+      <td>2016</td>
+      <td>117</td>
+      <td>7</td>
+      <td>3.37</td>
+    </tr>
+    <tr>
+      <td>Iron Man Three</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Shane Black</td>
+      <td>Robert Downey Jr., Guy Pearce, Gwyneth Paltrow,Don Cheadle</td>
+      <td>2013</td>
+      <td>130</td>
+      <td>7.2</td>
+      <td>408.99</td>
+    </tr>
+    <tr>
+      <td>Now You See Me</td>
+      <td>Crime,Mystery,Thriller</td>
+      <td>Louis Leterrier</td>
+      <td>Jesse Eisenberg, Common, Mark Ruffalo, Woody Harrelson</td>
+      <td>2013</td>
+      <td>115</td>
+      <td>7.3</td>
+      <td>117.7M</td>
+    </tr>
+    <tr>
+      <td>Sherlock Holmes</td>
+      <td>Action,Adventure,Crime</td>
+      <td>Guy Ritchie</td>
+      <td>Robert Downey Jr., Jude Law, Rachel McAdams, Mark Strong</td>
+      <td>2009</td>
+      <td>128</td>
+      <td>7.6</td>
+      <td>209.02</td>
+    </tr>
+    <tr>
+      <td>Death Proof</td>
+      <td>Thriller</td>
+      <td>Quentin Tarantino</td>
+      <td>Kurt Russell, Zoë Bell, Rosario Dawson, Vanessa Ferlito</td>
+      <td>2007</td>
+      <td>113</td>
+      <td>7.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Danish Girl</td>
+      <td>Biography,Drama,Romance</td>
+      <td>Tom Hooper</td>
+      <td>Eddie Redmayne, Alicia Vikander, Amber Heard, Ben Whishaw</td>
+      <td>2015</td>
+      <td>119</td>
+      <td>7</td>
+      <td>12.71</td>
+    </tr>
+    <tr>
+      <td>Hercules</td>
+      <td>Action,Adventure</td>
+      <td>Brett Ratner</td>
+      <td>Dwayne Johnson, John Hurt, Ian McShane, Joseph Fiennes</td>
+      <td>2014</td>
+      <td>98</td>
+      <td>6</td>
+      <td>72.66</td>
+    </tr>
+    <tr>
+      <td>Sucker Punch</td>
+      <td>Action,Fantasy</td>
+      <td>Zack Snyder</td>
+      <td>Emily Browning, Vanessa Hudgens, Abbie Cornish,Jena Malone</td>
+      <td>2011</td>
+      <td>110</td>
+      <td>6.1</td>
+      <td>36.38</td>
+    </tr>
+    <tr>
+      <td>Keeping Up with the Joneses</td>
+      <td>Action,Comedy</td>
+      <td>Greg Mottola</td>
+      <td>Zach Galifianakis, Isla Fisher, Jon Hamm, Gal Gadot</td>
+      <td>2016</td>
+      <td>105</td>
+      <td>5.8</td>
+      <td>14.9</td>
+    </tr>
+    <tr>
+      <td>Jupiter Ascending</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Lana Wachowski</td>
+      <td>Channing Tatum, Mila Kunis,Eddie Redmayne, Sean Bean</td>
+      <td>2015</td>
+      <td>127</td>
+      <td>5.3</td>
+      <td>47.38</td>
+    </tr>
+    <tr>
+      <td>Masterminds</td>
+      <td>Action,Comedy,Crime</td>
+      <td>Jared Hess</td>
+      <td>Zach Galifianakis, Kristen Wiig, Owen Wilson, Ross Kimball</td>
+      <td>2016</td>
+      <td>95</td>
+      <td>5.8</td>
+      <td>17.36</td>
+    </tr>
+    <tr>
+      <td>Iris</td>
+      <td>Thriller</td>
+      <td>Jalil Lespert</td>
+      <td>Romain Duris, Charlotte Le Bon, Jalil Lespert, Camille Cottin</td>
+      <td>2016</td>
+      <td>99</td>
+      <td>6.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Busanhaeng</td>
+      <td>Action,Drama,Horror</td>
+      <td>Sang-ho Yeon</td>
+      <td>Yoo Gong, Soo-an Kim, Yu-mi Jung, Dong-seok Ma</td>
+      <td>2016</td>
+      <td>118</td>
+      <td>7.5</td>
+      <td>2.13</td>
+    </tr>
+    <tr>
+      <td>Pitch Perfect</td>
+      <td>Comedy,Music,Romance</td>
+      <td>Jason Moore</td>
+      <td>Anna Kendrick, Brittany Snow, Rebel Wilson, Anna Camp</td>
+      <td>2012</td>
+      <td>112</td>
+      <td>7.2</td>
+      <td>65</td>
+    </tr>
+    <tr>
+      <td>Neighbors 2: Sorority Rising</td>
+      <td>Comedy</td>
+      <td>Nicholas Stoller</td>
+      <td>Seth Rogen, Rose Byrne, Zac Efron, Chloë Grace Moretz</td>
+      <td>2016</td>
+      <td>92</td>
+      <td>5.7</td>
+      <td>55.29</td>
+    </tr>
+    <tr>
+      <td>The Exception</td>
+      <td>Drama</td>
+      <td>David Leveaux</td>
+      <td>Lily James, Jai Courtney, Christopher Plummer, Loïs van Wijk</td>
+      <td>2016</td>
+      <td>107</td>
+      <td>7.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Man of Steel</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Zack Snyder</td>
+      <td>Henry Cavill, Amy Adams, Michael Shannon, Diane Lane</td>
+      <td>2013</td>
+      <td>143</td>
+      <td>7.1</td>
+      <td>291.02</td>
+    </tr>
+    <tr>
+      <td>The Choice</td>
+      <td>Drama,Romance</td>
+      <td>Ross Katz</td>
+      <td>Benjamin Walker, Teresa Palmer, Alexandra Daddario,Maggie Grace</td>
+      <td>2016</td>
+      <td>111</td>
+      <td>6.6</td>
+      <td>18.71</td>
+    </tr>
+    <tr>
+      <td>Ice Age: Collision Course</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Mike Thurmeier</td>
+      <td>Ray Romano, Denis Leary, John Leguizamo, Chris Wedge</td>
+      <td>2016</td>
+      <td>94</td>
+      <td>5.7</td>
+      <td>64.06</td>
+    </tr>
+    <tr>
+      <td>The Devil Wears Prada</td>
+      <td>Comedy,Drama</td>
+      <td>David Frankel</td>
+      <td>Anne Hathaway, Meryl Streep, Adrian Grenier, Emily Blunt</td>
+      <td>2006</td>
+      <td>109</td>
+      <td>6.8</td>
+      <td>124.73M</td>
+    </tr>
+    <tr>
+      <td>The Infiltrator</td>
+      <td>Biography,Crime,Drama</td>
+      <td>Brad Furman</td>
+      <td>Bryan Cranston, John Leguizamo, Diane Kruger, Amy Ryan</td>
+      <td>2016</td>
+      <td>127</td>
+      <td>7.1</td>
+      <td>15.43</td>
+    </tr>
+    <tr>
+      <td>There Will Be Blood</td>
+      <td>Drama,History</td>
+      <td>Paul Thomas Anderson</td>
+      <td>Daniel Day-Lewis, Paul Dano, Ciarán Hinds,Martin Stringer</td>
+      <td>2007</td>
+      <td>158</td>
+      <td>8.1</td>
+      <td>40.22</td>
+    </tr>
+    <tr>
+      <td>The Equalizer</td>
+      <td>Action,Crime,Thriller</td>
+      <td>Antoine Fuqua</td>
+      <td>Denzel                      Washington, Marton Csokas, Chloë Grace Moretz, David Harbour</td>
+      <td>2014</td>
+      <td>132</td>
+      <td>7.2</td>
+      <td>101.53M</td>
+    </tr>
+    <tr>
+      <td>Lone Survivor</td>
+      <td>Action,Biography,Drama</td>
+      <td>Peter Berg</td>
+      <td>Mark Wahlberg, Taylor Kitsch, Emile Hirsch, Ben Foster</td>
+      <td>2013</td>
+      <td>121</td>
+      <td>7.5</td>
+      <td>125.07M</td>
+    </tr>
+    <tr>
+      <td>The Cabin in the Woods</td>
+      <td>Horror</td>
+      <td>Drew Goddard</td>
+      <td>Kristen Connolly, Chris Hemsworth, Anna Hutchison,Fran Kranz</td>
+      <td>2012</td>
+      <td>95</td>
+      <td>7</td>
+      <td>42.04</td>
+    </tr>
+    <tr>
+      <td>The House Bunny</td>
+      <td>Comedy,Romance</td>
+      <td>Fred Wolf</td>
+      <td>Anna Faris, Colin Hanks, Emma Stone, Kat Dennings</td>
+      <td>2008</td>
+      <td>97</td>
+      <td>5.5</td>
+      <td>48.24</td>
+    </tr>
+    <tr>
+      <td>She's Out of My League</td>
+      <td>Comedy,Romance</td>
+      <td>Jim Field Smith</td>
+      <td>Jay Baruchel, Alice Eve, T.J. Miller, Mike Vogel</td>
+      <td>2010</td>
+      <td>104</td>
+      <td>6.4</td>
+      <td>31.58</td>
+    </tr>
+    <tr>
+      <td>Inherent Vice</td>
+      <td>Comedy,Crime,Drama</td>
+      <td>Paul Thomas Anderson</td>
+      <td>Joaquin Phoenix, Josh Brolin, Owen Wilson,Katherine Waterston</td>
+      <td>2014</td>
+      <td>148</td>
+      <td>6.7</td>
+      <td>8.09</td>
+    </tr>
+    <tr>
+      <td>Alice Through the Looking Glass</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>James Bobin</td>
+      <td>Mia Wasikowska, Johnny Depp, Helena Bonham Carter, Anne Hathaway</td>
+      <td>2016</td>
+      <td>113</td>
+      <td>6.2</td>
+      <td>77.04</td>
+    </tr>
+    <tr>
+      <td>Vincent N Roxxy</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Gary Michael Schultz</td>
+      <td>Emile Hirsch, Zoë Kravitz, Zoey Deutch,Emory Cohen</td>
+      <td>2016</td>
+      <td>110</td>
+      <td>5.5</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Fast and the Furious: Tokyo Drift</td>
+      <td>Action,Crime,Thriller</td>
+      <td>Justin Lin</td>
+      <td>Lucas Black, Zachery Ty Bryan, Shad Moss, Damien Marzette</td>
+      <td>2006</td>
+      <td>104</td>
+      <td>6</td>
+      <td>62.49</td>
+    </tr>
+    <tr>
+      <td>How to Be Single</td>
+      <td>Comedy,Romance</td>
+      <td>Christian Ditter</td>
+      <td>Dakota Johnson, Rebel Wilson, Leslie Mann, Alison Brie</td>
+      <td>2016</td>
+      <td>110</td>
+      <td>6.1</td>
+      <td>46.81</td>
+    </tr>
+    <tr>
+      <td>The Blind Side</td>
+      <td>Biography,Drama,Sport</td>
+      <td>John Lee Hancock</td>
+      <td>Quinton Aaron, Sandra Bullock, Tim McGraw,Jae Head</td>
+      <td>2009</td>
+      <td>129</td>
+      <td>7.7</td>
+      <td>255.95</td>
+    </tr>
+    <tr>
+      <td>La vie d'Adèle</td>
+      <td>Drama,Romance</td>
+      <td>Abdellatif Kechiche</td>
+      <td>Léa Seydoux, Adèle Exarchopoulos, Salim Kechiouche, Aurélien Recoing</td>
+      <td>2013</td>
+      <td>180</td>
+      <td>7.8</td>
+      <td>2.2</td>
+    </tr>
+    <tr>
+      <td>The Babadook</td>
+      <td>Drama,Horror</td>
+      <td>Jennifer Kent</td>
+      <td>Essie Davis, Noah Wiseman, Daniel Henshall, Hayley McElhinney</td>
+      <td>2014</td>
+      <td>93</td>
+      <td>6.8</td>
+      <td>0.92</td>
+    </tr>
+    <tr>
+      <td>The Hobbit: The Battle of the Five Armies</td>
+      <td>Adventure,Fantasy</td>
+      <td>Peter Jackson</td>
+      <td>Ian McKellen, Martin Freeman, Richard Armitage,Cate Blanchett</td>
+      <td>2014</td>
+      <td>144</td>
+      <td>7.4</td>
+      <td>255.11</td>
+    </tr>
+    <tr>
+      <td>Harry Potter and the Order of the Phoenix</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>David Yates</td>
+      <td>Daniel Radcliffe, Emma Watson, Rupert Grint, Brendan Gleeson</td>
+      <td>2007</td>
+      <td>138</td>
+      <td>7.5</td>
+      <td>292</td>
+    </tr>
+    <tr>
+      <td>Snowpiercer</td>
+      <td>Action,Drama,Sci-Fi</td>
+      <td>Bong Joon Ho</td>
+      <td>Chris Evans, Jamie Bell, Tilda Swinton, Ed Harris</td>
+      <td>2013</td>
+      <td>126</td>
+      <td>7</td>
+      <td>4.56</td>
+    </tr>
+    <tr>
+      <td>The 5th Wave</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>J Blakeson</td>
+      <td>Chloë Grace Moretz, Matthew Zuk, Gabriela Lopez,Bailey Anne Borders</td>
+      <td>2016</td>
+      <td>112</td>
+      <td>5.2</td>
+      <td>34.91</td>
+    </tr>
+    <tr>
+      <td>The Stakelander</td>
+      <td>Action,Horror</td>
+      <td>Dan Berk</td>
+      <td>Connor Paolo, Nick Damici, Laura Abramsen, A.C. Peterson</td>
+      <td>2016</td>
+      <td>81</td>
+      <td>5.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Visit</td>
+      <td>Comedy,Horror,Thriller</td>
+      <td>M. Night Shyamalan</td>
+      <td>Olivia DeJonge, Ed Oxenbould, Deanna Dunagan, Peter McRobbie</td>
+      <td>2015</td>
+      <td>94</td>
+      <td>6.2</td>
+      <td>65.07</td>
+    </tr>
+    <tr>
+      <td>Fast Five</td>
+      <td>Action,Crime,Thriller</td>
+      <td>Justin Lin</td>
+      <td>Vin Diesel, Paul Walker, Dwayne Johnson, Jordana Brewster</td>
+      <td>2011</td>
+      <td>131</td>
+      <td>7.3</td>
+      <td>209.81</td>
+    </tr>
+    <tr>
+      <td>Step Up</td>
+      <td>Crime,Drama,Music</td>
+      <td>Anne Fletcher</td>
+      <td>Channing Tatum, Jenna Dewan Tatum, Damaine Radcliff, De'Shawn Washington</td>
+      <td>2006</td>
+      <td>104</td>
+      <td>6.5</td>
+      <td>65.27</td>
+    </tr>
+    <tr>
+      <td>Lovesong</td>
+      <td>Drama</td>
+      <td>So Yong Kim</td>
+      <td>Riley Keough, Jena Malone, Jessie Ok Gray, Cary Joji Fukunaga</td>
+      <td>2016</td>
+      <td>84</td>
+      <td>6.4</td>
+      <td>0.01</td>
+    </tr>
+    <tr>
+      <td>RocknRolla</td>
+      <td>Action,Crime,Thriller</td>
+      <td>Guy Ritchie</td>
+      <td>Gerard Butler, Tom Wilkinson, Idris Elba, Thandie Newton</td>
+      <td>2008</td>
+      <td>114</td>
+      <td>7.3</td>
+      <td>5.69</td>
+    </tr>
+    <tr>
+      <td>In Time</td>
+      <td>Action,Sci-Fi,Thriller</td>
+      <td>Andrew Niccol</td>
+      <td>Justin Timberlake, Amanda Seyfried, Cillian Murphy,Olivia Wilde</td>
+      <td>2011</td>
+      <td>109</td>
+      <td>6.7</td>
+      <td>37.55</td>
+    </tr>
+    <tr>
+      <td>The Social Network</td>
+      <td>Biography,Drama</td>
+      <td>David Fincher</td>
+      <td>Jesse Eisenberg, Andrew Garfield, Justin Timberlake,Rooney Mara</td>
+      <td>2010</td>
+      <td>120</td>
+      <td>7.7</td>
+      <td>96.92</td>
+    </tr>
+    <tr>
+      <td>The Last Witch Hunter</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Breck Eisner</td>
+      <td>Vin Diesel, Rose Leslie, Elijah Wood, Ólafur Darri Ólafsson</td>
+      <td>2015</td>
+      <td>106</td>
+      <td>6</td>
+      <td>27.36</td>
+    </tr>
+    <tr>
+      <td>Victor Frankenstein</td>
+      <td>Drama,Horror,Sci-Fi</td>
+      <td>Paul McGuigan</td>
+      <td>Daniel Radcliffe, James McAvoy, Jessica Brown Findlay, Andrew Scott</td>
+      <td>2015</td>
+      <td>110</td>
+      <td>6</td>
+      <td>5.77</td>
+    </tr>
+    <tr>
+      <td>A Street Cat Named Bob</td>
+      <td>Biography,Comedy,Drama</td>
+      <td>Roger Spottiswoode</td>
+      <td>Luke Treadaway, Bob the Cat, Ruta Gedmintas, Joanne Froggatt</td>
+      <td>2016</td>
+      <td>103</td>
+      <td>7.4</td>
+      <td>0.04</td>
+    </tr>
+    <tr>
+      <td>Green Room</td>
+      <td>Crime,Horror,Thriller</td>
+      <td>Jeremy Saulnier</td>
+      <td>Anton Yelchin, Imogen Poots, Alia Shawkat,Patrick Stewart</td>
+      <td>2015</td>
+      <td>95</td>
+      <td>7</td>
+      <td>3.22</td>
+    </tr>
+    <tr>
+      <td>Blackhat</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Michael Mann</td>
+      <td>Chris Hemsworth, Viola Davis, Wei Tang, Leehom Wang</td>
+      <td>2015</td>
+      <td>133</td>
+      <td>5.4</td>
+      <td>7.1</td>
+    </tr>
+    <tr>
+      <td>Storks</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Nicholas Stoller</td>
+      <td>Andy Samberg, Katie Crown,Kelsey Grammer, Jennifer Aniston</td>
+      <td>2016</td>
+      <td>87</td>
+      <td>6.9</td>
+      <td>72.66</td>
+    </tr>
+    <tr>
+      <td>American Sniper</td>
+      <td>Action,Biography,Drama</td>
+      <td>Clint Eastwood</td>
+      <td>Bradley Cooper, Sienna Miller, Kyle Gallner, Cole Konis</td>
+      <td>2014</td>
+      <td>133</td>
+      <td>7.3</td>
+      <td>350.12</td>
+    </tr>
+    <tr>
+      <td>Dallas Buyers Club</td>
+      <td>Biography,Drama</td>
+      <td>Jean-Marc Vallée</td>
+      <td>Matthew McConaughey, Jennifer Garner, Jared Leto, Steve Zahn</td>
+      <td>2013</td>
+      <td>117</td>
+      <td>8</td>
+      <td>27.3</td>
+    </tr>
+    <tr>
+      <td>Lincoln</td>
+      <td>Biography,Drama,History</td>
+      <td>Steven Spielberg</td>
+      <td>Daniel Day-Lewis, Sally Field, David Strathairn,Joseph Gordon-Levitt</td>
+      <td>2012</td>
+      <td>150</td>
+      <td>7.4</td>
+      <td>182.2M</td>
+    </tr>
+    <tr>
+      <td>Rush</td>
+      <td>Action,Biography,Drama</td>
+      <td>Ron Howard</td>
+      <td>Daniel Brühl, Chris Hemsworth, Olivia Wilde,Alexandra Maria Lara</td>
+      <td>2013</td>
+      <td>123</td>
+      <td>8.1</td>
+      <td>26.9</td>
+    </tr>
+    <tr>
+      <td>Before I Wake</td>
+      <td>Drama,Fantasy,Horror</td>
+      <td>Mike Flanagan</td>
+      <td>Kate Bosworth, Thomas Jane, Jacob Tremblay,Annabeth Gish</td>
+      <td>2016</td>
+      <td>97</td>
+      <td>6.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Silver Linings Playbook</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>David O. Russell</td>
+      <td>Bradley Cooper, Jennifer Lawrence, Robert De Niro, Jacki Weaver</td>
+      <td>2012</td>
+      <td>122</td>
+      <td>7.8</td>
+      <td>132.09M</td>
+    </tr>
+    <tr>
+      <td>Tracktown</td>
+      <td>Drama,Sport</td>
+      <td>Alexi Pappas</td>
+      <td>Alexi Pappas, Chase Offerle, Rachel Dratch, Andy Buckley</td>
+      <td>2016</td>
+      <td>88</td>
+      <td>5.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Fault in Our Stars</td>
+      <td>Drama,Romance</td>
+      <td>Josh Boone</td>
+      <td>Shailene Woodley, Ansel Elgort, Nat Wolff, Laura Dern</td>
+      <td>2014</td>
+      <td>126</td>
+      <td>7.8</td>
+      <td>124.87M</td>
+    </tr>
+    <tr>
+      <td>Blended</td>
+      <td>Comedy,Romance</td>
+      <td>Frank Coraci</td>
+      <td>Adam Sandler, Drew Barrymore, Wendi McLendon-Covey, Kevin Nealon</td>
+      <td>2014</td>
+      <td>117</td>
+      <td>6.5</td>
+      <td>46.28</td>
+    </tr>
+    <tr>
+      <td>Fast &amp; Furious</td>
+      <td>Action,Crime,Thriller</td>
+      <td>Justin Lin</td>
+      <td>Vin Diesel, Paul Walker, Michelle Rodriguez, Jordana Brewster</td>
+      <td>2009</td>
+      <td>107</td>
+      <td>6.6</td>
+      <td>155.02M</td>
+    </tr>
+    <tr>
+      <td>Looper</td>
+      <td>Action,Crime,Drama</td>
+      <td>Rian Johnson</td>
+      <td>Joseph Gordon-Levitt, Bruce Willis, Emily Blunt, Paul Dano</td>
+      <td>2012</td>
+      <td>119</td>
+      <td>7.4</td>
+      <td>66.47</td>
+    </tr>
+    <tr>
+      <td>White House Down</td>
+      <td>Action,Drama,Thriller</td>
+      <td>Roland Emmerich</td>
+      <td>Channing Tatum, Jamie Foxx, Maggie Gyllenhaal,Jason Clarke</td>
+      <td>2013</td>
+      <td>131</td>
+      <td>6.4</td>
+      <td>73.1</td>
+    </tr>
+    <tr>
+      <td>Pete's Dragon</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>David Lowery</td>
+      <td>Bryce Dallas Howard, Robert Redford, Oakes Fegley,Oona Laurence</td>
+      <td>2016</td>
+      <td>102</td>
+      <td>6.8</td>
+      <td>76.2</td>
+    </tr>
+    <tr>
+      <td>Spider-Man 3</td>
+      <td>Action,Adventure</td>
+      <td>Sam Raimi</td>
+      <td>Tobey Maguire, Kirsten Dunst, Topher Grace, Thomas Haden Church</td>
+      <td>2007</td>
+      <td>139</td>
+      <td>6.2</td>
+      <td>336.53</td>
+    </tr>
+    <tr>
+      <td>The Three Musketeers</td>
+      <td>Action,Adventure,Romance</td>
+      <td>Paul W.S. Anderson</td>
+      <td>Logan Lerman, Matthew Macfadyen, Ray Stevenson, Milla Jovovich</td>
+      <td>2011</td>
+      <td>110</td>
+      <td>5.8</td>
+      <td>20.32</td>
+    </tr>
+    <tr>
+      <td>Stardust</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>Matthew Vaughn</td>
+      <td>Charlie Cox, Claire Danes, Sienna Miller, Ian McKellen</td>
+      <td>2007</td>
+      <td>127</td>
+      <td>7.7</td>
+      <td>38.35</td>
+    </tr>
+    <tr>
+      <td>American Hustle</td>
+      <td>Crime,Drama</td>
+      <td>David O. Russell</td>
+      <td>Christian Bale, Amy Adams, Bradley Cooper,Jennifer Lawrence</td>
+      <td>2013</td>
+      <td>138</td>
+      <td>7.3</td>
+      <td>150.12M</td>
+    </tr>
+    <tr>
+      <td>Jennifer's Body</td>
+      <td>Comedy,Horror</td>
+      <td>Karyn Kusama</td>
+      <td>Megan Fox, Amanda Seyfried, Adam Brody, Johnny Simmons</td>
+      <td>2009</td>
+      <td>102</td>
+      <td>5.1</td>
+      <td>16.2</td>
+    </tr>
+    <tr>
+      <td>Midnight in Paris</td>
+      <td>Comedy,Fantasy,Romance</td>
+      <td>Woody Allen</td>
+      <td>Owen Wilson, Rachel McAdams, Kathy Bates, Kurt Fuller</td>
+      <td>2011</td>
+      <td>94</td>
+      <td>7.7</td>
+      <td>56.82</td>
+    </tr>
+    <tr>
+      <td>Lady Macbeth</td>
+      <td>Drama</td>
+      <td>William Oldroyd</td>
+      <td>Florence Pugh, Christopher Fairbank, Cosmo Jarvis, Naomi Ackie</td>
+      <td>2016</td>
+      <td>89</td>
+      <td>7.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Joy</td>
+      <td>Drama</td>
+      <td>David O. Russell</td>
+      <td>Jennifer Lawrence, Robert De Niro, Bradley Cooper, Edgar Ramírez</td>
+      <td>2015</td>
+      <td>124</td>
+      <td>6.6</td>
+      <td>56.44</td>
+    </tr>
+    <tr>
+      <td>The Dressmaker</td>
+      <td>Comedy,Drama</td>
+      <td>Jocelyn Moorhouse</td>
+      <td>Kate Winslet, Judy Davis, Liam Hemsworth,Hugo Weaving</td>
+      <td>2015</td>
+      <td>119</td>
+      <td>7.1</td>
+      <td>2.02</td>
+    </tr>
+    <tr>
+      <td>Café Society</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Woody Allen</td>
+      <td>Jesse Eisenberg, Kristen Stewart, Steve Carell, Blake Lively</td>
+      <td>2016</td>
+      <td>96</td>
+      <td>6.7</td>
+      <td>11.08</td>
+    </tr>
+    <tr>
+      <td>Insurgent</td>
+      <td>Adventure,Sci-Fi,Thriller</td>
+      <td>Robert Schwentke</td>
+      <td>Shailene Woodley, Ansel Elgort, Theo James,Kate Winslet</td>
+      <td>2015</td>
+      <td>119</td>
+      <td>6.3</td>
+      <td>130M</td>
+    </tr>
+    <tr>
+      <td>Seventh Son</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Sergei Bodrov</td>
+      <td>Ben Barnes, Julianne Moore, Jeff Bridges, Alicia Vikander</td>
+      <td>2014</td>
+      <td>102</td>
+      <td>5.5</td>
+      <td>17.18</td>
+    </tr>
+    <tr>
+      <td>The Theory of Everything</td>
+      <td>Biography,Drama,Romance</td>
+      <td>James Marsh</td>
+      <td>Eddie Redmayne, Felicity Jones, Tom Prior, Sophie Perry</td>
+      <td>2014</td>
+      <td>123</td>
+      <td>7.7</td>
+      <td>35.89</td>
+    </tr>
+    <tr>
+      <td>This Is the End</td>
+      <td>Comedy,Fantasy</td>
+      <td>Evan Goldberg</td>
+      <td>James Franco, Jonah Hill, Seth Rogen,Jay Baruchel</td>
+      <td>2013</td>
+      <td>107</td>
+      <td>6.6</td>
+      <td>101.47M</td>
+    </tr>
+    <tr>
+      <td>About Time</td>
+      <td>Comedy,Drama,Fantasy</td>
+      <td>Richard Curtis</td>
+      <td>Domhnall Gleeson, Rachel McAdams, Bill Nighy,Lydia Wilson</td>
+      <td>2013</td>
+      <td>123</td>
+      <td>7.8</td>
+      <td>15.29</td>
+    </tr>
+    <tr>
+      <td>Step Brothers</td>
+      <td>Comedy</td>
+      <td>Adam McKay</td>
+      <td>Will Ferrell, John C. Reilly, Mary Steenburgen,Richard Jenkins</td>
+      <td>2008</td>
+      <td>98</td>
+      <td>6.9</td>
+      <td>100.47M</td>
+    </tr>
+    <tr>
+      <td>Clown</td>
+      <td>Horror,Thriller</td>
+      <td>Jon Watts</td>
+      <td>Andy Powers, Laura Allen, Peter Stormare, Christian Distefano</td>
+      <td>2014</td>
+      <td>100</td>
+      <td>5.7</td>
+      <td>0.05</td>
+    </tr>
+    <tr>
+      <td>Star Trek Into Darkness</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>J.J. Abrams</td>
+      <td>Chris Pine, Zachary Quinto, Zoe Saldana, Benedict Cumberbatch</td>
+      <td>2013</td>
+      <td>132</td>
+      <td>7.8</td>
+      <td>228.76</td>
+    </tr>
+    <tr>
+      <td>Zombieland</td>
+      <td>Adventure,Comedy,Horror</td>
+      <td>Ruben Fleischer</td>
+      <td>Jesse Eisenberg, Emma Stone, Woody Harrelson,Abigail Breslin</td>
+      <td>2009</td>
+      <td>88</td>
+      <td>7.7</td>
+      <td>75.59</td>
+    </tr>
+    <tr>
+      <td>Hail, Caesar!</td>
+      <td>Comedy,Mystery</td>
+      <td>Ethan Coen</td>
+      <td>Josh Brolin, George Clooney, Alden Ehrenreich, Ralph Fiennes</td>
+      <td>2016</td>
+      <td>106</td>
+      <td>6.3</td>
+      <td>30</td>
+    </tr>
+    <tr>
+      <td>Slumdog Millionaire</td>
+      <td>Drama</td>
+      <td>Danny Boyle</td>
+      <td>Dev Patel, Freida Pinto, Saurabh Shukla, Anil Kapoor</td>
+      <td>2008</td>
+      <td>120</td>
+      <td>8</td>
+      <td>141.32M</td>
+    </tr>
+    <tr>
+      <td>The Twilight Saga: Breaking Dawn - Part 2</td>
+      <td>Adventure,Drama,Fantasy</td>
+      <td>Bill Condon</td>
+      <td>Kristen Stewart, Robert Pattinson, Taylor Lautner, Peter Facinelli</td>
+      <td>2012</td>
+      <td>115</td>
+      <td>5.5</td>
+      <td>292.3</td>
+    </tr>
+    <tr>
+      <td>American Wrestler: The Wizard</td>
+      <td>Drama,Sport</td>
+      <td>Alex Ranarivelo</td>
+      <td>William Fichtner, Jon Voight, Lia Marie Johnson,Gabriel Basso</td>
+      <td>2016</td>
+      <td>117</td>
+      <td>6.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Amazing Spider-Man</td>
+      <td>Action,Adventure</td>
+      <td>Marc Webb</td>
+      <td>Andrew Garfield, Emma Stone, Rhys Ifans, Irrfan Khan</td>
+      <td>2012</td>
+      <td>136</td>
+      <td>7</td>
+      <td>262.03</td>
+    </tr>
+    <tr>
+      <td>Ben-Hur</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Timur Bekmambetov</td>
+      <td>Jack Huston, Toby Kebbell, Rodrigo Santoro,Nazanin Boniadi</td>
+      <td>2016</td>
+      <td>123</td>
+      <td>5.7</td>
+      <td>26.38</td>
+    </tr>
+    <tr>
+      <td>Sleight</td>
+      <td>Action,Drama,Sci-Fi</td>
+      <td>J.D. Dillard</td>
+      <td>Jacob Latimore, Seychelle Gabriel, Dulé Hill, Storm Reid</td>
+      <td>2016</td>
+      <td>89</td>
+      <td>6</td>
+      <td>3.85</td>
+    </tr>
+    <tr>
+      <td>The Maze Runner</td>
+      <td>Action,Mystery,Sci-Fi</td>
+      <td>Wes Ball</td>
+      <td>Dylan O'Brien, Kaya Scodelario, Will Poulter, Thomas Brodie-Sangster</td>
+      <td>2014</td>
+      <td>113</td>
+      <td>6.8</td>
+      <td>102.41M</td>
+    </tr>
+    <tr>
+      <td>Criminal</td>
+      <td>Action,Crime,Drama</td>
+      <td>Ariel Vromen</td>
+      <td>Kevin Costner, Ryan Reynolds, Gal Gadot, Gary Oldman</td>
+      <td>2016</td>
+      <td>113</td>
+      <td>6.3</td>
+      <td>14.27</td>
+    </tr>
+    <tr>
+      <td>Wanted</td>
+      <td>Action,Crime,Fantasy</td>
+      <td>Timur Bekmambetov</td>
+      <td>Angelina Jolie, James McAvoy, Morgan Freeman, Terence Stamp</td>
+      <td>2008</td>
+      <td>110</td>
+      <td>6.7</td>
+      <td>134.57M</td>
+    </tr>
+    <tr>
+      <td>Florence Foster Jenkins</td>
+      <td>Biography,Comedy,Drama</td>
+      <td>Stephen Frears</td>
+      <td>Meryl Streep, Hugh Grant, Simon Helberg, Rebecca Ferguson</td>
+      <td>2016</td>
+      <td>111</td>
+      <td>6.9</td>
+      <td>27.37</td>
+    </tr>
+    <tr>
+      <td>Collide</td>
+      <td>Action,Crime,Thriller</td>
+      <td>Eran Creevy</td>
+      <td>Nicholas Hoult, Felicity Jones, Anthony Hopkins, Ben Kingsley</td>
+      <td>2016</td>
+      <td>99</td>
+      <td>5.7</td>
+      <td>2.2</td>
+    </tr>
+    <tr>
+      <td>Black Mass</td>
+      <td>Biography,Crime,Drama</td>
+      <td>Scott Cooper</td>
+      <td>Johnny Depp, Benedict Cumberbatch, Dakota Johnson, Joel Edgerton</td>
+      <td>2015</td>
+      <td>123</td>
+      <td>6.9</td>
+      <td>62.56</td>
+    </tr>
+    <tr>
+      <td>Creed</td>
+      <td>Drama,Sport</td>
+      <td>Ryan Coogler</td>
+      <td>Michael B. Jordan, Sylvester Stallone, Tessa Thompson, Phylicia Rashad</td>
+      <td>2015</td>
+      <td>133</td>
+      <td>7.6</td>
+      <td>109.71M</td>
+    </tr>
+    <tr>
+      <td>Swiss Army Man</td>
+      <td>Adventure,Comedy,Drama</td>
+      <td>Dan Kwan</td>
+      <td>Paul Dano, Daniel Radcliffe, Mary Elizabeth Winstead, Antonia Ribero</td>
+      <td>2016</td>
+      <td>97</td>
+      <td>7.1</td>
+      <td>4.21</td>
+    </tr>
+    <tr>
+      <td>The Expendables 3</td>
+      <td>Action,Adventure,Thriller</td>
+      <td>Patrick Hughes</td>
+      <td>Sylvester Stallone, Jason Statham, Jet Li, Antonio Banderas</td>
+      <td>2014</td>
+      <td>126</td>
+      <td>6.1</td>
+      <td>39.29</td>
+    </tr>
+    <tr>
+      <td>What We Do in the Shadows</td>
+      <td>Comedy,Fantasy,Horror</td>
+      <td>Jemaine Clement</td>
+      <td>Jemaine Clement, Taika Waititi,Cori Gonzalez-Macuer, Jonny Brugh</td>
+      <td>2014</td>
+      <td>86</td>
+      <td>7.6</td>
+      <td>3.33</td>
+    </tr>
+    <tr>
+      <td>Southpaw</td>
+      <td>Drama,Sport</td>
+      <td>Antoine Fuqua</td>
+      <td>Jake Gyllenhaal, Rachel McAdams, Oona Laurence,Forest Whitaker</td>
+      <td>2015</td>
+      <td>124</td>
+      <td>7.4</td>
+      <td>52.42</td>
+    </tr>
+    <tr>
+      <td>Hush</td>
+      <td>Horror,Thriller</td>
+      <td>Mike Flanagan</td>
+      <td>John Gallagher Jr., Kate Siegel, Michael Trucco,Samantha Sloyan</td>
+      <td>2016</td>
+      <td>81</td>
+      <td>6.6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Bridge of Spies</td>
+      <td>Drama,History,Thriller</td>
+      <td>Steven Spielberg</td>
+      <td>Tom Hanks, Mark Rylance, Alan Alda, Amy Ryan</td>
+      <td>2015</td>
+      <td>142</td>
+      <td>7.6</td>
+      <td>72.31</td>
+    </tr>
+    <tr>
+      <td>The Lego Movie</td>
+      <td>Animation,Action,Adventure</td>
+      <td>Phil Lord</td>
+      <td>Chris Pratt, Will Ferrell, Elizabeth Banks, Will Arnett</td>
+      <td>2014</td>
+      <td>100</td>
+      <td>7.8</td>
+      <td>257.76</td>
+    </tr>
+    <tr>
+      <td>Everest</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Baltasar Kormákur</td>
+      <td>Jason Clarke, Ang Phula Sherpa, Thomas M. Wright, Martin Henderson</td>
+      <td>2015</td>
+      <td>121</td>
+      <td>7.1</td>
+      <td>43.25</td>
+    </tr>
+    <tr>
+      <td>Pixels</td>
+      <td>Action,Comedy,Family</td>
+      <td>Chris Columbus</td>
+      <td>Adam Sandler, Kevin James, Michelle Monaghan,Peter Dinklage</td>
+      <td>2015</td>
+      <td>105</td>
+      <td>5.6</td>
+      <td>78.75</td>
+    </tr>
+    <tr>
+      <td>Robin Hood</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Ridley Scott</td>
+      <td>Russell Crowe, Cate Blanchett, Matthew Macfadyen,Max von Sydow</td>
+      <td>2010</td>
+      <td>140</td>
+      <td>6.7</td>
+      <td>105.22M</td>
+    </tr>
+    <tr>
+      <td>The Wolverine</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>James Mangold</td>
+      <td>Hugh Jackman, Will Yun Lee, Tao Okamoto, Rila Fukushima</td>
+      <td>2013</td>
+      <td>126</td>
+      <td>6.7</td>
+      <td>132.55M</td>
+    </tr>
+    <tr>
+      <td>John Carter</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Andrew Stanton</td>
+      <td>Taylor Kitsch, Lynn Collins, Willem Dafoe,Samantha Morton</td>
+      <td>2012</td>
+      <td>132</td>
+      <td>6.6</td>
+      <td>73.06</td>
+    </tr>
+    <tr>
+      <td>Keanu</td>
+      <td>Action,Comedy</td>
+      <td>Peter Atencio</td>
+      <td>Keegan-Michael Key, Jordan Peele, Tiffany Haddish,Method Man</td>
+      <td>2016</td>
+      <td>100</td>
+      <td>6.3</td>
+      <td>20.57</td>
+    </tr>
+    <tr>
+      <td>The Gunman</td>
+      <td>Action,Crime,Drama</td>
+      <td>Pierre Morel</td>
+      <td>Sean Penn, Idris Elba, Jasmine Trinca, Javier Bardem</td>
+      <td>2015</td>
+      <td>115</td>
+      <td>5.8</td>
+      <td>10.64</td>
+    </tr>
+    <tr>
+      <td>Steve Jobs</td>
+      <td>Biography,Drama</td>
+      <td>Danny Boyle</td>
+      <td>Michael   Fassbender, Kate Winslet, Seth Rogen, Jeff Daniels</td>
+      <td>2015</td>
+      <td>122</td>
+      <td>7.2</td>
+      <td>17.75</td>
+    </tr>
+    <tr>
+      <td>Whisky Galore</td>
+      <td>Comedy,Romance</td>
+      <td>Gillies MacKinnon</td>
+      <td>Tim Pigott-Smith, Naomi Battrick, Ellie Kendrick,James Cosmo</td>
+      <td>2016</td>
+      <td>98</td>
+      <td>5</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Grown Ups 2</td>
+      <td>Comedy</td>
+      <td>Dennis Dugan</td>
+      <td>Adam Sandler, Kevin James, Chris Rock, David Spade</td>
+      <td>2013</td>
+      <td>101</td>
+      <td>5.4</td>
+      <td>133.67M</td>
+    </tr>
+    <tr>
+      <td>The Age of Adaline</td>
+      <td>Drama,Fantasy,Romance</td>
+      <td>Lee Toland Krieger</td>
+      <td>Blake Lively, Michiel Huisman, Harrison Ford,Kathy Baker</td>
+      <td>2015</td>
+      <td>112</td>
+      <td>7.2</td>
+      <td>42.48</td>
+    </tr>
+    <tr>
+      <td>The Incredible Hulk</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Louis Leterrier</td>
+      <td>Edward Norton, Liv Tyler, Tim Roth, William Hurt</td>
+      <td>2008</td>
+      <td>112</td>
+      <td>6.8</td>
+      <td>134.52M</td>
+    </tr>
+    <tr>
+      <td>Couples Retreat</td>
+      <td>Comedy</td>
+      <td>Peter Billingsley</td>
+      <td>Vince Vaughn, Malin Akerman, Jon Favreau, Jason Bateman</td>
+      <td>2009</td>
+      <td>113</td>
+      <td>5.5</td>
+      <td>109.18M</td>
+    </tr>
+    <tr>
+      <td>Absolutely Anything</td>
+      <td>Comedy,Sci-Fi</td>
+      <td>Terry Jones</td>
+      <td>Simon Pegg, Kate Beckinsale, Sanjeev Bhaskar, Rob Riggle</td>
+      <td>2015</td>
+      <td>85</td>
+      <td>6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Magic Mike</td>
+      <td>Comedy,Drama</td>
+      <td>Steven Soderbergh</td>
+      <td>Channing Tatum, Alex Pettyfer, Olivia Munn,Matthew McConaughey</td>
+      <td>2012</td>
+      <td>110</td>
+      <td>6.1</td>
+      <td>113.71M</td>
+    </tr>
+    <tr>
+      <td>Minions</td>
+      <td>Animation,Action,Adventure</td>
+      <td>Kyle Balda</td>
+      <td>Sandra Bullock, Jon Hamm, Michael Keaton, Pierre Coffin</td>
+      <td>2015</td>
+      <td>91</td>
+      <td>6.4</td>
+      <td>336.03</td>
+    </tr>
+    <tr>
+      <td>The Black Room</td>
+      <td>Horror</td>
+      <td>Rolfe Kanefsky</td>
+      <td>Natasha Henstridge, Lukas Hassel, Lin Shaye,Dominique Swain</td>
+      <td>2016</td>
+      <td>91</td>
+      <td>3.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Bronson</td>
+      <td>Action,Biography,Crime</td>
+      <td>Nicolas Winding Refn</td>
+      <td>Tom Hardy, Kelly Adams, Luing Andrews,Katy Barker</td>
+      <td>2008</td>
+      <td>92</td>
+      <td>7.1</td>
+      <td>0.1</td>
+    </tr>
+    <tr>
+      <td>Despicable Me</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Pierre Coffin</td>
+      <td>Steve Carell, Jason Segel, Russell Brand, Julie Andrews</td>
+      <td>2010</td>
+      <td>95</td>
+      <td>7.7</td>
+      <td>251.5</td>
+    </tr>
+    <tr>
+      <td>The Best of Me</td>
+      <td>Drama,Romance</td>
+      <td>Michael Hoffman</td>
+      <td>James Marsden, Michelle Monaghan, Luke Bracey,Liana Liberato</td>
+      <td>2014</td>
+      <td>118</td>
+      <td>6.7</td>
+      <td>26.76</td>
+    </tr>
+    <tr>
+      <td>The Invitation</td>
+      <td>Drama,Mystery,Thriller</td>
+      <td>Karyn Kusama</td>
+      <td>Logan Marshall-Green, Emayatzy Corinealdi, Michiel Huisman, Tammy Blanchard</td>
+      <td>2015</td>
+      <td>100</td>
+      <td>6.7</td>
+      <td>0.23</td>
+    </tr>
+    <tr>
+      <td>Zero Dark Thirty</td>
+      <td>Drama,History,Thriller</td>
+      <td>Kathryn Bigelow</td>
+      <td>Jessica Chastain, Joel Edgerton, Chris Pratt, Mark Strong</td>
+      <td>2012</td>
+      <td>157</td>
+      <td>7.4</td>
+      <td>95.72</td>
+    </tr>
+    <tr>
+      <td>Tangled</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Nathan Greno</td>
+      <td>Mandy Moore, Zachary Levi, Donna Murphy, Ron Perlman</td>
+      <td>2010</td>
+      <td>100</td>
+      <td>7.8</td>
+      <td>200.81</td>
+    </tr>
+    <tr>
+      <td>The Hunger Games: Mockingjay - Part 2</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Francis Lawrence</td>
+      <td>Jennifer Lawrence, Josh Hutcherson, Liam Hemsworth, Woody Harrelson</td>
+      <td>2015</td>
+      <td>137</td>
+      <td>6.6</td>
+      <td>281.67</td>
+    </tr>
+    <tr>
+      <td>Vacation</td>
+      <td>Adventure,Comedy</td>
+      <td>John Francis Daley</td>
+      <td>Ed Helms, Christina Applegate, Skyler Gisondo, Steele Stebbins</td>
+      <td>2015</td>
+      <td>99</td>
+      <td>6.1</td>
+      <td>58.88</td>
+    </tr>
+    <tr>
+      <td>Taken</td>
+      <td>Action,Thriller</td>
+      <td>Pierre Morel</td>
+      <td>Liam Neeson, Maggie Grace, Famke Janssen, Leland Orser</td>
+      <td>2008</td>
+      <td>93</td>
+      <td>7.8</td>
+      <td>145M</td>
+    </tr>
+    <tr>
+      <td>Pitch Perfect 2</td>
+      <td>Comedy,Music</td>
+      <td>Elizabeth Banks</td>
+      <td>Anna Kendrick, Rebel Wilson, Hailee Steinfeld,Brittany Snow</td>
+      <td>2015</td>
+      <td>115</td>
+      <td>6.5</td>
+      <td>183.44M</td>
+    </tr>
+    <tr>
+      <td>Monsters University</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Dan Scanlon</td>
+      <td>Billy Crystal, John Goodman, Steve Buscemi, Helen Mirren</td>
+      <td>2013</td>
+      <td>104</td>
+      <td>7.3</td>
+      <td>268.49</td>
+    </tr>
+    <tr>
+      <td>Elle</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Paul Verhoeven</td>
+      <td>Isabelle Huppert, Laurent Lafitte, Anne Consigny,Charles Berling</td>
+      <td>2016</td>
+      <td>130</td>
+      <td>7.2</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Mechanic: Resurrection</td>
+      <td>Action,Adventure,Crime</td>
+      <td>Dennis Gansel</td>
+      <td>Jason Statham, Jessica Alba, Tommy Lee Jones,Michelle Yeoh</td>
+      <td>2016</td>
+      <td>98</td>
+      <td>5.6</td>
+      <td>21.2</td>
+    </tr>
+    <tr>
+      <td>Tusk</td>
+      <td>Comedy,Drama,Horror</td>
+      <td>Kevin Smith</td>
+      <td>Justin Long, Michael Parks, Haley Joel Osment,Genesis Rodriguez</td>
+      <td>2014</td>
+      <td>102</td>
+      <td>5.4</td>
+      <td>1.82</td>
+    </tr>
+    <tr>
+      <td>The Headhunter's Calling</td>
+      <td>Drama</td>
+      <td>Mark Williams</td>
+      <td>Alison Brie, Gerard Butler, Willem Dafoe, Gretchen Mol</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>6.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Atonement</td>
+      <td>Drama,Mystery,Romance</td>
+      <td>Joe Wright</td>
+      <td>Keira Knightley, James McAvoy, Brenda Blethyn,Saoirse Ronan</td>
+      <td>2007</td>
+      <td>123</td>
+      <td>7.8</td>
+      <td>50.92</td>
+    </tr>
+    <tr>
+      <td>Harry Potter and the Deathly Hallows: Part 1</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>David Yates</td>
+      <td>Daniel Radcliffe, Emma Watson, Rupert Grint, Bill Nighy</td>
+      <td>2010</td>
+      <td>146</td>
+      <td>7.7</td>
+      <td>294.98</td>
+    </tr>
+    <tr>
+      <td>Shame</td>
+      <td>Drama</td>
+      <td>Steve McQueen</td>
+      <td>Michael        Fassbender, Carey Mulligan, James Badge Dale, Lucy Walters</td>
+      <td>2011</td>
+      <td>101</td>
+      <td>7.2</td>
+      <td>4</td>
+    </tr>
+    <tr>
+      <td>Hanna</td>
+      <td>Action,Drama,Thriller</td>
+      <td>Joe Wright</td>
+      <td>Saoirse Ronan, Cate Blanchett, Eric Bana, Vicky Krieps</td>
+      <td>2011</td>
+      <td>111</td>
+      <td>6.8</td>
+      <td>40.25</td>
+    </tr>
+    <tr>
+      <td>The Babysitters</td>
+      <td>Drama</td>
+      <td>David Ross</td>
+      <td>Lauren Birkell, Paul Borghese, Chira Cassel, Anthony Cirillo</td>
+      <td>2007</td>
+      <td>88</td>
+      <td>5.7</td>
+      <td>0.04</td>
+    </tr>
+    <tr>
+      <td>Pride and Prejudice and Zombies</td>
+      <td>Action,Horror,Romance</td>
+      <td>Burr Steers</td>
+      <td>Lily James, Sam Riley, Jack Huston, Bella Heathcote</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>5.8</td>
+      <td>10.91</td>
+    </tr>
+    <tr>
+      <td>300: Rise of an Empire</td>
+      <td>Action,Drama,Fantasy</td>
+      <td>Noam Murro</td>
+      <td>Sullivan Stapleton, Eva Green, Lena Headey, Hans Matheson</td>
+      <td>2014</td>
+      <td>102</td>
+      <td>6.2</td>
+      <td>106.37M</td>
+    </tr>
+    <tr>
+      <td>London Has Fallen</td>
+      <td>Action,Crime,Drama</td>
+      <td>Babak Najafi</td>
+      <td>Gerard Butler, Aaron Eckhart, Morgan Freeman,Angela Bassett</td>
+      <td>2016</td>
+      <td>99</td>
+      <td>5.9</td>
+      <td>62.4</td>
+    </tr>
+    <tr>
+      <td>The Curious Case of Benjamin Button</td>
+      <td>Drama,Fantasy,Romance</td>
+      <td>David Fincher</td>
+      <td>Brad Pitt, Cate Blanchett, Tilda Swinton, Julia Ormond</td>
+      <td>2008</td>
+      <td>166</td>
+      <td>7.8</td>
+      <td>127.49M</td>
+    </tr>
+    <tr>
+      <td>Sin City: A Dame to Kill For</td>
+      <td>Action,Crime,Thriller</td>
+      <td>Frank Miller</td>
+      <td>Mickey Rourke, Jessica Alba, Josh Brolin, Joseph Gordon-Levitt</td>
+      <td>2014</td>
+      <td>102</td>
+      <td>6.5</td>
+      <td>13.75</td>
+    </tr>
+    <tr>
+      <td>The Bourne Ultimatum</td>
+      <td>Action,Mystery,Thriller</td>
+      <td>Paul Greengrass</td>
+      <td>Matt Damon, Edgar Ramírez, Joan Allen, Julia Stiles</td>
+      <td>2007</td>
+      <td>115</td>
+      <td>8.1</td>
+      <td>227.14</td>
+    </tr>
+    <tr>
+      <td>Srpski film</td>
+      <td>Horror,Mystery,Thriller</td>
+      <td>Srdjan Spasojevic</td>
+      <td>Srdjan 'Zika' Todorovic, Sergej Trifunovic,Jelena Gavrilovic, Slobodan Bestic</td>
+      <td>2010</td>
+      <td>104</td>
+      <td>5.2</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Purge: Election Year</td>
+      <td>Action,Horror,Sci-Fi</td>
+      <td>James DeMonaco</td>
+      <td>Frank Grillo, Elizabeth Mitchell, Mykelti Williamson, Joseph Julian Soria</td>
+      <td>2016</td>
+      <td>109</td>
+      <td>6</td>
+      <td>79</td>
+    </tr>
+    <tr>
+      <td>3 Idiots</td>
+      <td>Comedy,Drama</td>
+      <td>Rajkumar Hirani</td>
+      <td>Aamir Khan, Madhavan, Mona Singh, Sharman Joshi</td>
+      <td>2009</td>
+      <td>170</td>
+      <td>8.4</td>
+      <td>6.52</td>
+    </tr>
+    <tr>
+      <td>Zoolander 2</td>
+      <td>Comedy</td>
+      <td>Ben Stiller</td>
+      <td>Ben Stiller, Owen Wilson, Penélope Cruz, Will Ferrell</td>
+      <td>2016</td>
+      <td>102</td>
+      <td>4.7</td>
+      <td>28.84</td>
+    </tr>
+    <tr>
+      <td>World War Z</td>
+      <td>Action,Adventure,Horror</td>
+      <td>Marc Forster</td>
+      <td>Brad Pitt, Mireille Enos, Daniella Kertesz, James Badge Dale</td>
+      <td>2013</td>
+      <td>116</td>
+      <td>7</td>
+      <td>202.35</td>
+    </tr>
+    <tr>
+      <td>Mission: Impossible - Ghost Protocol</td>
+      <td>Action,Adventure,Thriller</td>
+      <td>Brad Bird</td>
+      <td>Tom Cruise, Jeremy Renner, Simon Pegg, Paula Patton</td>
+      <td>2011</td>
+      <td>132</td>
+      <td>7.4</td>
+      <td>209.36</td>
+    </tr>
+    <tr>
+      <td>Let Me Make You a Martyr</td>
+      <td>Action,Crime,Drama</td>
+      <td>Corey Asraf</td>
+      <td>Marilyn Manson, Mark Boone Junior, Sam Quartin, Niko Nicotera</td>
+      <td>2016</td>
+      <td>102</td>
+      <td>6.4</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Filth</td>
+      <td>Comedy,Crime,Drama</td>
+      <td>Jon S. Baird</td>
+      <td>James McAvoy, Jamie Bell, Eddie Marsan, Imogen Poots</td>
+      <td>2013</td>
+      <td>97</td>
+      <td>7.1</td>
+      <td>0.03</td>
+    </tr>
+    <tr>
+      <td>The Longest Ride</td>
+      <td>Drama,Romance</td>
+      <td>George Tillman Jr.</td>
+      <td>Scott Eastwood, Britt Robertson, Alan Alda, Jack Huston</td>
+      <td>2015</td>
+      <td>123</td>
+      <td>7.1</td>
+      <td>37.43</td>
+    </tr>
+    <tr>
+      <td>The imposible</td>
+      <td>Drama,Thriller</td>
+      <td>J.A. Bayona</td>
+      <td>Naomi Watts, Ewan McGregor, Tom Holland, Oaklee Pendergast</td>
+      <td>2012</td>
+      <td>114</td>
+      <td>7.6</td>
+      <td>19</td>
+    </tr>
+    <tr>
+      <td>Kick-Ass 2</td>
+      <td>Action,Comedy,Crime</td>
+      <td>Jeff Wadlow</td>
+      <td>Aaron Taylor-Johnson, Chloë Grace Moretz,Christopher Mintz-Plasse, Jim Carrey</td>
+      <td>2013</td>
+      <td>103</td>
+      <td>6.6</td>
+      <td>28.75</td>
+    </tr>
+    <tr>
+      <td>Folk Hero &amp; Funny Guy</td>
+      <td>Comedy</td>
+      <td>Jeff Grace</td>
+      <td>Alex Karpovsky, Wyatt Russell, Meredith Hagner,Melanie Lynskey</td>
+      <td>2016</td>
+      <td>88</td>
+      <td>5.6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Oz the Great and Powerful</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>Sam Raimi</td>
+      <td>James Franco, Michelle Williams, Rachel Weisz, Mila Kunis</td>
+      <td>2013</td>
+      <td>130</td>
+      <td>6.3</td>
+      <td>234.9</td>
+    </tr>
+    <tr>
+      <td>Brooklyn</td>
+      <td>Drama,Romance</td>
+      <td>John Crowley</td>
+      <td>Saoirse Ronan, Emory Cohen, Domhnall Gleeson,Jim Broadbent</td>
+      <td>2015</td>
+      <td>117</td>
+      <td>7.5</td>
+      <td>38.32</td>
+    </tr>
+    <tr>
+      <td>Coraline</td>
+      <td>Animation,Family,Fantasy</td>
+      <td>Henry Selick</td>
+      <td>Dakota Fanning, Teri Hatcher, John Hodgman, Jennifer Saunders</td>
+      <td>2009</td>
+      <td>100</td>
+      <td>7.7</td>
+      <td>75.28</td>
+    </tr>
+    <tr>
+      <td>Blue Valentine</td>
+      <td>Drama,Romance</td>
+      <td>Derek Cianfrance</td>
+      <td>Ryan Gosling, Michelle Williams, John Doman,Faith Wladyka</td>
+      <td>2010</td>
+      <td>112</td>
+      <td>7.4</td>
+      <td>9.7</td>
+    </tr>
+    <tr>
+      <td>The Thinning</td>
+      <td>Thriller</td>
+      <td>Michael J. Gallagher</td>
+      <td>Logan Paul, Peyton List, Lia Marie Johnson,Calum Worthy</td>
+      <td>2016</td>
+      <td>81</td>
+      <td>6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Silent Hill</td>
+      <td>Adventure,Horror,Mystery</td>
+      <td>Christophe Gans</td>
+      <td>Radha Mitchell, Laurie Holden, Sean Bean,Deborah Kara Unger</td>
+      <td>2006</td>
+      <td>125</td>
+      <td>6.6</td>
+      <td>46.98</td>
+    </tr>
+    <tr>
+      <td>Dredd</td>
+      <td>Action,Sci-Fi</td>
+      <td>Pete Travis</td>
+      <td>Karl Urban, Olivia Thirlby, Lena Headey, Rachel Wood</td>
+      <td>2012</td>
+      <td>95</td>
+      <td>7.1</td>
+      <td>13.4</td>
+    </tr>
+    <tr>
+      <td>Hunt for the Wilderpeople</td>
+      <td>Adventure,Comedy,Drama</td>
+      <td>Taika Waititi</td>
+      <td>Sam Neill, Julian Dennison, Rima Te Wiata, Rachel House</td>
+      <td>2016</td>
+      <td>101</td>
+      <td>7.9</td>
+      <td>5.2</td>
+    </tr>
+    <tr>
+      <td>Big Hero 6</td>
+      <td>Animation,Action,Adventure</td>
+      <td>Don Hall</td>
+      <td>Ryan Potter, Scott Adsit, Jamie Chung,T.J. Miller</td>
+      <td>2014</td>
+      <td>102</td>
+      <td>7.8</td>
+      <td>222.49</td>
+    </tr>
+    <tr>
+      <td>Carrie</td>
+      <td>Drama,Horror</td>
+      <td>Kimberly Peirce</td>
+      <td>Chloë Grace Moretz, Julianne Moore, Gabriella Wilde, Portia Doubleday</td>
+      <td>2013</td>
+      <td>100</td>
+      <td>5.9</td>
+      <td>35.27</td>
+    </tr>
+    <tr>
+      <td>Iron Man 2</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Jon Favreau</td>
+      <td>Robert Downey Jr., Mickey Rourke, Gwyneth Paltrow,Don Cheadle</td>
+      <td>2010</td>
+      <td>124</td>
+      <td>7</td>
+      <td>312.06</td>
+    </tr>
+    <tr>
+      <td>Demolition</td>
+      <td>Comedy,Drama</td>
+      <td>Jean-Marc Vallée</td>
+      <td>Jake Gyllenhaal, Naomi Watts, Chris Cooper,Judah Lewis</td>
+      <td>2015</td>
+      <td>101</td>
+      <td>7</td>
+      <td>1.82</td>
+    </tr>
+    <tr>
+      <td>Pandorum</td>
+      <td>Action,Horror,Mystery</td>
+      <td>Christian Alvart</td>
+      <td>Dennis Quaid, Ben Foster, Cam Gigandet, Antje Traue</td>
+      <td>2009</td>
+      <td>108</td>
+      <td>6.8</td>
+      <td>10.33</td>
+    </tr>
+    <tr>
+      <td>Olympus Has Fallen</td>
+      <td>Action,Thriller</td>
+      <td>Antoine Fuqua</td>
+      <td>Gerard Butler, Aaron Eckhart, Morgan Freeman,Angela Bassett</td>
+      <td>2013</td>
+      <td>119</td>
+      <td>6.5</td>
+      <td>98.9</td>
+    </tr>
+    <tr>
+      <td>I Am Number Four</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>D.J. Caruso</td>
+      <td>Alex Pettyfer, Timothy Olyphant, Dianna Agron, Teresa Palmer</td>
+      <td>2011</td>
+      <td>109</td>
+      <td>6.1</td>
+      <td>55.09</td>
+    </tr>
+    <tr>
+      <td>Jagten</td>
+      <td>Drama</td>
+      <td>Thomas Vinterberg</td>
+      <td>Mads Mikkelsen, Thomas Bo Larsen, Annika Wedderkopp, Lasse Fogelstrøm</td>
+      <td>2012</td>
+      <td>115</td>
+      <td>8.3</td>
+      <td>0.61</td>
+    </tr>
+    <tr>
+      <td>The Proposal</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Anne Fletcher</td>
+      <td>Sandra Bullock, Ryan Reynolds, Mary Steenburgen,Craig T. Nelson</td>
+      <td>2009</td>
+      <td>108</td>
+      <td>6.7</td>
+      <td>163.95M</td>
+    </tr>
+    <tr>
+      <td>Get Hard</td>
+      <td>Comedy,Crime</td>
+      <td>Etan Cohen</td>
+      <td>Will Ferrell, Kevin Hart, Alison Brie, T.I.</td>
+      <td>2015</td>
+      <td>100</td>
+      <td>6</td>
+      <td>90.35</td>
+    </tr>
+    <tr>
+      <td>Just Go with It</td>
+      <td>Comedy,Romance</td>
+      <td>Dennis Dugan</td>
+      <td>Adam Sandler, Jennifer Aniston, Brooklyn Decker,Nicole Kidman</td>
+      <td>2011</td>
+      <td>117</td>
+      <td>6.4</td>
+      <td>103.03M</td>
+    </tr>
+    <tr>
+      <td>Revolutionary Road</td>
+      <td>Drama,Romance</td>
+      <td>Sam Mendes</td>
+      <td>Leonardo DiCaprio, Kate Winslet, Christopher Fitzgerald, Jonathan Roumie</td>
+      <td>2008</td>
+      <td>119</td>
+      <td>7.3</td>
+      <td>22.88</td>
+    </tr>
+    <tr>
+      <td>The Town</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Ben Affleck</td>
+      <td>Ben Affleck, Rebecca Hall, Jon Hamm, Jeremy Renner</td>
+      <td>2010</td>
+      <td>125</td>
+      <td>7.6</td>
+      <td>92.17</td>
+    </tr>
+    <tr>
+      <td>The Boy</td>
+      <td>Horror,Mystery,Thriller</td>
+      <td>William Brent Bell</td>
+      <td>Lauren Cohan, Rupert Evans, James Russell, Jim Norton</td>
+      <td>2016</td>
+      <td>97</td>
+      <td>6</td>
+      <td>35.79</td>
+    </tr>
+    <tr>
+      <td>Denial</td>
+      <td>Biography,Drama</td>
+      <td>Mick Jackson</td>
+      <td>Rachel Weisz, Tom Wilkinson, Timothy Spall, Andrew Scott</td>
+      <td>2016</td>
+      <td>109</td>
+      <td>6.6</td>
+      <td>4.07</td>
+    </tr>
+    <tr>
+      <td>Predestination</td>
+      <td>Drama,Mystery,Sci-Fi</td>
+      <td>Michael Spierig</td>
+      <td>Ethan Hawke, Sarah Snook, Noah Taylor, Madeleine West</td>
+      <td>2014</td>
+      <td>97</td>
+      <td>7.5</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Goosebumps</td>
+      <td>Adventure,Comedy,Family</td>
+      <td>Rob Letterman</td>
+      <td>Jack Black, Dylan Minnette, Odeya Rush, Ryan Lee</td>
+      <td>2015</td>
+      <td>103</td>
+      <td>6.3</td>
+      <td>80.02</td>
+    </tr>
+    <tr>
+      <td>Sherlock Holmes: A Game of Shadows</td>
+      <td>Action,Adventure,Crime</td>
+      <td>Guy Ritchie</td>
+      <td>Robert Downey Jr., Jude Law, Jared Harris, Rachel McAdams</td>
+      <td>2011</td>
+      <td>129</td>
+      <td>7.5</td>
+      <td>186.83M</td>
+    </tr>
+    <tr>
+      <td>Salt</td>
+      <td>Action,Crime,Mystery</td>
+      <td>Phillip Noyce</td>
+      <td>Angelina Jolie, Liev Schreiber, Chiwetel Ejiofor, Daniel Olbrychski</td>
+      <td>2010</td>
+      <td>100</td>
+      <td>6.4</td>
+      <td>118.31M</td>
+    </tr>
+    <tr>
+      <td>Enemy</td>
+      <td>Mystery,Thriller</td>
+      <td>Denis Villeneuve</td>
+      <td>Jake Gyllenhaal, Mélanie Laurent, Sarah Gadon,Isabella Rossellini</td>
+      <td>2013</td>
+      <td>91</td>
+      <td>6.9</td>
+      <td>1.01</td>
+    </tr>
+    <tr>
+      <td>District 9</td>
+      <td>Action,Sci-Fi,Thriller</td>
+      <td>Neill Blomkamp</td>
+      <td>Sharlto Copley, David James, Jason Cope, Nathalie Boltt</td>
+      <td>2009</td>
+      <td>112</td>
+      <td>8</td>
+      <td>115.65M</td>
+    </tr>
+    <tr>
+      <td>The Other Guys</td>
+      <td>Action,Comedy,Crime</td>
+      <td>Adam McKay</td>
+      <td>Will Ferrell, Mark Wahlberg, Derek Jeter, Eva Mendes</td>
+      <td>2010</td>
+      <td>107</td>
+      <td>6.7</td>
+      <td>119.22M</td>
+    </tr>
+    <tr>
+      <td>American Gangster</td>
+      <td>Biography,Crime,Drama</td>
+      <td>Ridley Scott</td>
+      <td>denzel Washington, Russell Crowe, Chiwetel Ejiofor,Josh Brolin</td>
+      <td>2007</td>
+      <td>157</td>
+      <td>7.8</td>
+      <td>130.13M</td>
+    </tr>
+    <tr>
+      <td>Marie Antoinette</td>
+      <td>Biography,Drama,History</td>
+      <td>Sofia Coppola</td>
+      <td>Kirsten Dunst, Jason Schwartzman, Rip Torn, Judy Davis</td>
+      <td>2006</td>
+      <td>123</td>
+      <td>6.4</td>
+      <td>15.96</td>
+    </tr>
+    <tr>
+      <td>2012</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Roland Emmerich</td>
+      <td>John Cusack, Thandie Newton, Chiwetel Ejiofor,Amanda Peet</td>
+      <td>2009</td>
+      <td>158</td>
+      <td>5.8</td>
+      <td>166.11M</td>
+    </tr>
+    <tr>
+      <td>Harry Potter and the Half-Blood Prince</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>David Yates</td>
+      <td>Daniel Radcliffe, Emma Watson, Rupert Grint, Michael Gambon</td>
+      <td>2009</td>
+      <td>153</td>
+      <td>7.5</td>
+      <td>301.96</td>
+    </tr>
+    <tr>
+      <td>Argo</td>
+      <td>Biography,Drama,History</td>
+      <td>Ben Affleck</td>
+      <td>Ben Affleck, Bryan Cranston, John Goodman, Alan Arkin</td>
+      <td>2012</td>
+      <td>120</td>
+      <td>7.7</td>
+      <td>136.02M</td>
+    </tr>
+    <tr>
+      <td>Eddie the Eagle</td>
+      <td>Biography,Comedy,Drama</td>
+      <td>Dexter Fletcher</td>
+      <td>Taron Egerton, Hugh Jackman, Tom Costello, Jo Hartley</td>
+      <td>2016</td>
+      <td>106</td>
+      <td>7.4</td>
+      <td>15.79</td>
+    </tr>
+    <tr>
+      <td>The Lives of Others</td>
+      <td>Drama,Thriller</td>
+      <td>Florian Henckel von Donnersmarck</td>
+      <td>Ulrich Mühe, Martina Gedeck,Sebastian Koch, Ulrich Tukur</td>
+      <td>2006</td>
+      <td>137</td>
+      <td>8.5</td>
+      <td>11.28</td>
+    </tr>
+    <tr>
+      <td>Pet</td>
+      <td>Horror,Thriller</td>
+      <td>Carles Torrens</td>
+      <td>Dominic Monaghan, Ksenia Solo, Jennette McCurdy,Da'Vone McDonald</td>
+      <td>2016</td>
+      <td>94</td>
+      <td>5.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Paint It Black</td>
+      <td>Drama</td>
+      <td>Amber Tamblyn</td>
+      <td>Alia Shawkat, Nancy Kwan, Annabelle Attanasio,Alfred Molina</td>
+      <td>2016</td>
+      <td>96</td>
+      <td>8.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Macbeth</td>
+      <td>Drama,War</td>
+      <td>Justin Kurzel</td>
+      <td>Michael        Fassbender, Marion Cotillard, Jack Madigan,Frank Madigan</td>
+      <td>2015</td>
+      <td>113</td>
+      <td>6.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Forgetting Sarah Marshall</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Nicholas Stoller</td>
+      <td>Kristen Bell, Jason Segel, Paul Rudd, Mila Kunis</td>
+      <td>2008</td>
+      <td>111</td>
+      <td>7.2</td>
+      <td>62.88</td>
+    </tr>
+    <tr>
+      <td>The Giver</td>
+      <td>Drama,Romance,Sci-Fi</td>
+      <td>Phillip Noyce</td>
+      <td>Brenton Thwaites, Jeff Bridges, Meryl Streep, Taylor Swift</td>
+      <td>2014</td>
+      <td>97</td>
+      <td>6.5</td>
+      <td>45.09</td>
+    </tr>
+    <tr>
+      <td>Triple 9</td>
+      <td>Action,Crime,Drama</td>
+      <td>John Hillcoat</td>
+      <td>Casey Affleck, Chiwetel Ejiofor, Anthony Mackie,Aaron Paul</td>
+      <td>2016</td>
+      <td>115</td>
+      <td>6.3</td>
+      <td>12.63</td>
+    </tr>
+    <tr>
+      <td>Perfetti sconosciuti</td>
+      <td>Comedy,Drama</td>
+      <td>Paolo Genovese</td>
+      <td>Giuseppe Battiston, Anna Foglietta, Marco Giallini,Edoardo Leo</td>
+      <td>2016</td>
+      <td>97</td>
+      <td>7.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Angry Birds</td>
+      <td>Animation,Action,Adventure</td>
+      <td>Clay Kaytis</td>
+      <td>Jason Sudeikis, Josh Gad, Danny McBride, Maya Rudolph</td>
+      <td>2016</td>
+      <td>97</td>
+      <td>6.3</td>
+      <td>107.51M</td>
+    </tr>
+    <tr>
+      <td>Moonrise Kingdom</td>
+      <td>Adventure,Comedy,Drama</td>
+      <td>Wes Anderson</td>
+      <td>Jared Gilman, Kara Hayward, Bruce Willis, Bill Murray</td>
+      <td>2012</td>
+      <td>94</td>
+      <td>7.8</td>
+      <td>45.51</td>
+    </tr>
+    <tr>
+      <td>Hairspray</td>
+      <td>Comedy,Drama,Family</td>
+      <td>Adam Shankman</td>
+      <td>John Travolta, Queen Latifah, Nikki Blonsky,Michelle Pfeiffer</td>
+      <td>2007</td>
+      <td>117</td>
+      <td>6.7</td>
+      <td>118.82M</td>
+    </tr>
+    <tr>
+      <td>Safe Haven</td>
+      <td>Drama,Romance,Thriller</td>
+      <td>Lasse Hallström</td>
+      <td>Julianne Hough, Josh Duhamel, Cobie Smulders,David Lyons</td>
+      <td>2013</td>
+      <td>115</td>
+      <td>6.7</td>
+      <td>71.35</td>
+    </tr>
+    <tr>
+      <td>Focus</td>
+      <td>Comedy,Crime,Drama</td>
+      <td>Glenn Ficarra</td>
+      <td>Will Smith, Margot Robbie, Rodrigo Santoro, Adrian Martinez</td>
+      <td>2015</td>
+      <td>105</td>
+      <td>6.6</td>
+      <td>53.85</td>
+    </tr>
+    <tr>
+      <td>Ratatouille</td>
+      <td>Animation,Comedy,Family</td>
+      <td>Brad Bird</td>
+      <td>Brad Garrett, Lou Romano, Patton Oswalt,Ian Holm</td>
+      <td>2007</td>
+      <td>111</td>
+      <td>8</td>
+      <td>206.44</td>
+    </tr>
+    <tr>
+      <td>Stake Land</td>
+      <td>Drama,Horror,Sci-Fi</td>
+      <td>Jim Mickle</td>
+      <td>Connor Paolo, Nick Damici, Kelly McGillis, Gregory Jones</td>
+      <td>2010</td>
+      <td>98</td>
+      <td>6.5</td>
+      <td>0.02</td>
+    </tr>
+    <tr>
+      <td>The Book of Eli</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Albert Hughes</td>
+      <td>Denzel       Washington, Mila Kunis, Ray Stevenson, Gary Oldman</td>
+      <td>2010</td>
+      <td>118</td>
+      <td>6.9</td>
+      <td>94.82</td>
+    </tr>
+    <tr>
+      <td>Cloverfield</td>
+      <td>Action,Horror,Sci-Fi</td>
+      <td>Matt Reeves</td>
+      <td>Mike Vogel, Jessica Lucas, Lizzy Caplan, T.J. Miller</td>
+      <td>2008</td>
+      <td>85</td>
+      <td>7</td>
+      <td>80.03</td>
+    </tr>
+    <tr>
+      <td>Point Break</td>
+      <td>Action,Crime,Sport</td>
+      <td>Ericson Core</td>
+      <td>Edgar Ramírez, Luke Bracey, Ray Winstone, Teresa Palmer</td>
+      <td>2015</td>
+      <td>114</td>
+      <td>5.3</td>
+      <td>28.77</td>
+    </tr>
+    <tr>
+      <td>Under the Skin</td>
+      <td>Drama,Horror,Sci-Fi</td>
+      <td>Jonathan Glazer</td>
+      <td>Scarlett Johansson, Jeremy McWilliams, Lynsey Taylor Mackay, Dougie McConnell</td>
+      <td>2013</td>
+      <td>108</td>
+      <td>6.3</td>
+      <td>2.61</td>
+    </tr>
+    <tr>
+      <td>I Am Legend</td>
+      <td>Drama,Horror,Sci-Fi</td>
+      <td>Francis Lawrence</td>
+      <td>Will Smith, Alice Braga, Charlie Tahan, Salli Richardson-Whitfield</td>
+      <td>2007</td>
+      <td>101</td>
+      <td>7.2</td>
+      <td>256.39</td>
+    </tr>
+    <tr>
+      <td>Men in Black 3</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>Barry Sonnenfeld</td>
+      <td>Will Smith, Tommy Lee Jones, Josh Brolin,Jemaine Clement</td>
+      <td>2012</td>
+      <td>106</td>
+      <td>6.8</td>
+      <td>179.02M</td>
+    </tr>
+    <tr>
+      <td>Super 8</td>
+      <td>Mystery,Sci-Fi,Thriller</td>
+      <td>J.J. Abrams</td>
+      <td>Elle Fanning, AJ Michalka, Kyle Chandler, Joel Courtney</td>
+      <td>2011</td>
+      <td>112</td>
+      <td>7.1</td>
+      <td>126.98M</td>
+    </tr>
+    <tr>
+      <td>Law Abiding Citizen</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>F. Gary Gray</td>
+      <td>Gerard Butler, Jamie Foxx, Leslie Bibb, Colm Meaney</td>
+      <td>2009</td>
+      <td>109</td>
+      <td>7.4</td>
+      <td>73.34</td>
+    </tr>
+    <tr>
+      <td>Up</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Pete Docter</td>
+      <td>Edward Asner, Jordan Nagai, John Ratzenberger, Christopher Plummer</td>
+      <td>2009</td>
+      <td>96</td>
+      <td>8.3</td>
+      <td>292.98</td>
+    </tr>
+    <tr>
+      <td>Maze Runner: The Scorch Trials</td>
+      <td>Action,Sci-Fi,Thriller</td>
+      <td>Wes Ball</td>
+      <td>Dylan O'Brien, Kaya Scodelario, Thomas Brodie-Sangster,Giancarlo Esposito</td>
+      <td>2015</td>
+      <td>131</td>
+      <td>6.3</td>
+      <td>81.69</td>
+    </tr>
+    <tr>
+      <td>Carol</td>
+      <td>Drama,Romance</td>
+      <td>Todd Haynes</td>
+      <td>Cate Blanchett, Rooney Mara, Sarah Paulson, Kyle Chandler</td>
+      <td>2015</td>
+      <td>118</td>
+      <td>7.2</td>
+      <td>0.25</td>
+    </tr>
+    <tr>
+      <td>Imperium</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Daniel Ragussis</td>
+      <td>Daniel Radcliffe, Toni Collette, Tracy Letts, Sam Trammell</td>
+      <td>2016</td>
+      <td>109</td>
+      <td>6.5</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Youth</td>
+      <td>Comedy,Drama,Music</td>
+      <td>Paolo Sorrentino</td>
+      <td>Michael Caine, Harvey Keitel, Rachel Weisz, Jane Fonda</td>
+      <td>2015</td>
+      <td>124</td>
+      <td>7.3</td>
+      <td>2.7</td>
+    </tr>
+    <tr>
+      <td>Mr. Nobody</td>
+      <td>Drama,Fantasy,Romance</td>
+      <td>Jaco Van Dormael</td>
+      <td>Jared Leto, Sarah Polley, Diane Kruger, Linh Dan Pham</td>
+      <td>2009</td>
+      <td>141</td>
+      <td>7.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>City of Tiny Lights</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Pete Travis</td>
+      <td>Riz Ahmed, Billie Piper, James Floyd, Cush Jumbo</td>
+      <td>2016</td>
+      <td>110</td>
+      <td>5.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Savages</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Oliver Stone</td>
+      <td>Aaron Taylor-Johnson, Taylor Kitsch, Blake Lively,Benicio Del Toro</td>
+      <td>2012</td>
+      <td>131</td>
+      <td>6.5</td>
+      <td>47.31</td>
+    </tr>
+    <tr>
+      <td>(500) Days of Summer</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Marc Webb</td>
+      <td>Zooey Deschanel, Joseph Gordon-Levitt, Geoffrey Arend, Chloë Grace Moretz</td>
+      <td>2009</td>
+      <td>95</td>
+      <td>7.7</td>
+      <td>32.39</td>
+    </tr>
+    <tr>
+      <td>Movie 43</td>
+      <td>Comedy,Romance</td>
+      <td>Elizabeth Banks</td>
+      <td>Emma Stone, Stephen Merchant, Richard Gere, Liev Schreiber</td>
+      <td>2013</td>
+      <td>94</td>
+      <td>4.3</td>
+      <td>8.83</td>
+    </tr>
+    <tr>
+      <td>Gravity</td>
+      <td>Drama,Sci-Fi,Thriller</td>
+      <td>Alfonso Cuarón</td>
+      <td>Sandra Bullock, George Clooney, Ed Harris, Orto Ignatiussen</td>
+      <td>2013</td>
+      <td>91</td>
+      <td>7.8</td>
+      <td>274.08</td>
+    </tr>
+    <tr>
+      <td>The Boy in the Striped Pyjamas</td>
+      <td>Drama,War</td>
+      <td>Mark Herman</td>
+      <td>Asa Butterfield, David Thewlis, Rupert Friend, Zac Mattoon O'Brien</td>
+      <td>2008</td>
+      <td>94</td>
+      <td>7.8</td>
+      <td>9.03</td>
+    </tr>
+    <tr>
+      <td>Shooter</td>
+      <td>Action,Crime,Drama</td>
+      <td>Antoine Fuqua</td>
+      <td>Mark Wahlberg, Michael Peña, Rhona Mitra, Danny Glover</td>
+      <td>2007</td>
+      <td>124</td>
+      <td>7.2</td>
+      <td>46.98</td>
+    </tr>
+    <tr>
+      <td>The Happening</td>
+      <td>Sci-Fi,Thriller</td>
+      <td>M. Night Shyamalan</td>
+      <td>Mark Wahlberg, Zooey Deschanel, John Leguizamo, Ashlyn Sanchez</td>
+      <td>2008</td>
+      <td>91</td>
+      <td>5</td>
+      <td>64.51</td>
+    </tr>
+    <tr>
+      <td>Bone Tomahawk</td>
+      <td>Adventure,Drama,Horror</td>
+      <td>S. Craig Zahler</td>
+      <td>Kurt Russell, Patrick Wilson, Matthew Fox, Richard Jenkins</td>
+      <td>2015</td>
+      <td>132</td>
+      <td>7.1</td>
+      <td>66.01</td>
+    </tr>
+    <tr>
+      <td>Magic Mike XXL</td>
+      <td>Comedy,Drama,Music</td>
+      <td>Gregory Jacobs</td>
+      <td>Channing Tatum, Joe Manganiello, Matt Bomer,Adam Rodriguez</td>
+      <td>2015</td>
+      <td>115</td>
+      <td>5.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Easy A</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Will Gluck</td>
+      <td>Emma Stone, Amanda Bynes, Penn Badgley, Dan Byrd</td>
+      <td>2010</td>
+      <td>92</td>
+      <td>7.1</td>
+      <td>58.4</td>
+    </tr>
+    <tr>
+      <td>Exodus: Gods and Kings</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Ridley Scott</td>
+      <td>Christian Bale, Joel Edgerton, Ben Kingsley, Sigourney Weaver</td>
+      <td>2014</td>
+      <td>150</td>
+      <td>6</td>
+      <td>65.01</td>
+    </tr>
+    <tr>
+      <td>Chappie</td>
+      <td>Action,Crime,Drama</td>
+      <td>Neill Blomkamp</td>
+      <td>Sharlto Copley, Dev Patel, Hugh Jackman,Sigourney Weaver</td>
+      <td>2015</td>
+      <td>120</td>
+      <td>6.9</td>
+      <td>31.57</td>
+    </tr>
+    <tr>
+      <td>The Hobbit: The Desolation of Smaug</td>
+      <td>Adventure,Fantasy</td>
+      <td>Peter Jackson</td>
+      <td>Ian McKellen, Martin Freeman, Richard Armitage,Ken Stott</td>
+      <td>2013</td>
+      <td>161</td>
+      <td>7.9</td>
+      <td>258.36</td>
+    </tr>
+    <tr>
+      <td>Half of a Yellow Sun</td>
+      <td>Drama,Romance</td>
+      <td>Biyi Bandele</td>
+      <td>Chiwetel Ejiofor, Thandie Newton, Anika Noni Rose,Joseph Mawle</td>
+      <td>2013</td>
+      <td>111</td>
+      <td>6.2</td>
+      <td>0.05</td>
+    </tr>
+    <tr>
+      <td>Anthropoid</td>
+      <td>Biography,History,Thriller</td>
+      <td>Sean Ellis</td>
+      <td>Jamie Dornan, Cillian Murphy, Brian Caspe, Karel Hermánek Jr.</td>
+      <td>2016</td>
+      <td>120</td>
+      <td>7.2</td>
+      <td>2.96</td>
+    </tr>
+    <tr>
+      <td>The Counselor</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Ridley Scott</td>
+      <td>Michael   fassbender, Penélope Cruz, Cameron Diaz,Javier Bardem</td>
+      <td>2013</td>
+      <td>117</td>
+      <td>5.3</td>
+      <td>16.97</td>
+    </tr>
+    <tr>
+      <td>Viking</td>
+      <td>Action,Drama,History</td>
+      <td>Andrey Kravchuk</td>
+      <td>Anton Adasinsky, Aleksandr Armer, Vilen Babichev, Rostislav Bershauer</td>
+      <td>2016</td>
+      <td>133</td>
+      <td>4.7</td>
+      <td>23.05</td>
+    </tr>
+    <tr>
+      <td>Whiskey Tango Foxtrot</td>
+      <td>Biography,Comedy,Drama</td>
+      <td>Glenn Ficarra</td>
+      <td>Tina Fey, Margot Robbie, Martin Freeman, Alfred Molina</td>
+      <td>2016</td>
+      <td>112</td>
+      <td>6.6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Trust</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>David Schwimmer</td>
+      <td>Clive Owen, Catherine Keener, Liana Liberato,Jason Clarke</td>
+      <td>2010</td>
+      <td>106</td>
+      <td>7</td>
+      <td>0.06</td>
+    </tr>
+    <tr>
+      <td>Birth of the Dragon</td>
+      <td>Action,Biography,Drama</td>
+      <td>George Nolfi</td>
+      <td>Billy Magnussen, Terry Chen, Teresa Navarro,Vanessa Ross</td>
+      <td>2016</td>
+      <td>103</td>
+      <td>3.9</td>
+      <td>93.05</td>
+    </tr>
+    <tr>
+      <td>Elysium</td>
+      <td>Action,Drama,Sci-Fi</td>
+      <td>Neill Blomkamp</td>
+      <td>Matt Damon, Jodie Foster, Sharlto Copley, Alice Braga</td>
+      <td>2013</td>
+      <td>109</td>
+      <td>6.6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Green Inferno</td>
+      <td>Adventure,Horror</td>
+      <td>Eli Roth</td>
+      <td>Lorenza Izzo, Ariel Levy, Aaron Burns, Kirby Bliss Blanton</td>
+      <td>2013</td>
+      <td>100</td>
+      <td>5.4</td>
+      <td>7.19</td>
+    </tr>
+    <tr>
+      <td>Godzilla</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Gareth Edwards</td>
+      <td>Aaron Taylor-Johnson, Elizabeth Olsen, Bryan Cranston, Ken Watanabe</td>
+      <td>2014</td>
+      <td>123</td>
+      <td>6.4</td>
+      <td>200.66</td>
+    </tr>
+    <tr>
+      <td>The Bourne Legacy</td>
+      <td>Action,Adventure,Mystery</td>
+      <td>Tony Gilroy</td>
+      <td>Jeremy Renner, Rachel Weisz, Edward Norton, Scott Glenn</td>
+      <td>2012</td>
+      <td>135</td>
+      <td>6.7</td>
+      <td>113.17M</td>
+    </tr>
+    <tr>
+      <td>A Good Year</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Ridley Scott</td>
+      <td>Russell Crowe, Abbie Cornish, Albert Finney, Marion Cotillard</td>
+      <td>2006</td>
+      <td>117</td>
+      <td>6.9</td>
+      <td>7.46</td>
+    </tr>
+    <tr>
+      <td>Friend Request</td>
+      <td>Horror,Thriller</td>
+      <td>Simon Verhoeven</td>
+      <td>Alycia Debnam-Carey, William Moseley, Connor Paolo, Brit Morgan</td>
+      <td>2016</td>
+      <td>92</td>
+      <td>5.4</td>
+      <td>64.03</td>
+    </tr>
+    <tr>
+      <td>Deja Vu</td>
+      <td>Action,Sci-Fi,Thriller</td>
+      <td>Tony Scott</td>
+      <td>Denzel Washington, Paula Patton, Jim Caviezel, Val Kilmer</td>
+      <td>2006</td>
+      <td>126</td>
+      <td>7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Lucy</td>
+      <td>Action,Sci-Fi,Thriller</td>
+      <td>Luc Besson</td>
+      <td>Scarlett Johansson, Morgan Freeman, Min-sik Choi,Amr Waked</td>
+      <td>2014</td>
+      <td>89</td>
+      <td>6.4</td>
+      <td>126.55M</td>
+    </tr>
+    <tr>
+      <td>A Quiet Passion</td>
+      <td>Biography,Drama</td>
+      <td>Terence Davies</td>
+      <td>Cynthia Nixon, Jennifer Ehle, Duncan Duff, Keith Carradine</td>
+      <td>2016</td>
+      <td>125</td>
+      <td>7.2</td>
+      <td>1.08</td>
+    </tr>
+    <tr>
+      <td>Need for Speed</td>
+      <td>Action,Crime,Drama</td>
+      <td>Scott Waugh</td>
+      <td>Aaron Paul, Dominic Cooper, Imogen Poots, Scott Mescudi</td>
+      <td>2014</td>
+      <td>132</td>
+      <td>6.5</td>
+      <td>43.57</td>
+    </tr>
+    <tr>
+      <td>Jack Reacher</td>
+      <td>Action,Crime,Mystery</td>
+      <td>Christopher McQuarrie</td>
+      <td>Tom Cruise, Rosamund Pike, Richard Jenkins, Werner Herzog</td>
+      <td>2012</td>
+      <td>130</td>
+      <td>7</td>
+      <td>58.68</td>
+    </tr>
+    <tr>
+      <td>The Do-Over</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>Steven Brill</td>
+      <td>Adam Sandler, David Spade, Paula Patton, Kathryn Hahn</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>5.7</td>
+      <td>0.54</td>
+    </tr>
+    <tr>
+      <td>True Crimes</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Alexandros Avranas</td>
+      <td>Jim Carrey, Charlotte Gainsbourg, Marton Csokas, Kati Outinen</td>
+      <td>2016</td>
+      <td>92</td>
+      <td>7.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>American Pastoral</td>
+      <td>Crime,Drama</td>
+      <td>Ewan McGregor</td>
+      <td>Ewan McGregor, Jennifer Connelly, Dakota Fanning, Peter Riegert</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>6.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Ghost Writer</td>
+      <td>Mystery,Thriller</td>
+      <td>Roman Polanski</td>
+      <td>Ewan McGregor, Pierce Brosnan, Olivia Williams,Jon Bernthal</td>
+      <td>2010</td>
+      <td>128</td>
+      <td>7.2</td>
+      <td>15.52</td>
+    </tr>
+    <tr>
+      <td>Limitless</td>
+      <td>Mystery,Sci-Fi,Thriller</td>
+      <td>Neil Burger</td>
+      <td>Bradley Cooper, Anna Friel, Abbie Cornish, Robert De Niro</td>
+      <td>2011</td>
+      <td>105</td>
+      <td>7.4</td>
+      <td>79.24</td>
+    </tr>
+    <tr>
+      <td>Spectral</td>
+      <td>Action,Mystery,Sci-Fi</td>
+      <td>Nic Mathieu</td>
+      <td>James Badge Dale, Emily Mortimer, Bruce Greenwood,Max Martini</td>
+      <td>2016</td>
+      <td>107</td>
+      <td>6.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>P.S. I Love You</td>
+      <td>Drama,Romance</td>
+      <td>Richard LaGravenese</td>
+      <td>Hilary Swank, Gerard Butler, Harry Connick Jr., Lisa Kudrow</td>
+      <td>2007</td>
+      <td>126</td>
+      <td>7.1</td>
+      <td>53.68</td>
+    </tr>
+    <tr>
+      <td>Zipper</td>
+      <td>Drama,Thriller</td>
+      <td>Mora Stephens</td>
+      <td>Patrick Wilson, Lena Headey, Ray Winstone,Richard Dreyfuss</td>
+      <td>2015</td>
+      <td>103</td>
+      <td>5.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Midnight Special</td>
+      <td>Drama,Mystery,Sci-Fi</td>
+      <td>Jeff Nichols</td>
+      <td>Michael Shannon, Joel Edgerton, Kirsten Dunst, Adam Driver</td>
+      <td>2016</td>
+      <td>112</td>
+      <td>6.7</td>
+      <td>3.71</td>
+    </tr>
+    <tr>
+      <td>Don't Think Twice</td>
+      <td>Comedy,Drama</td>
+      <td>Mike Birbiglia</td>
+      <td>Keegan-Michael Key, Gillian Jacobs, Mike Birbiglia,Chris Gethard</td>
+      <td>2016</td>
+      <td>92</td>
+      <td>6.8</td>
+      <td>4.42</td>
+    </tr>
+    <tr>
+      <td>Alice in Wonderland</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>Tim Burton</td>
+      <td>Mia Wasikowska, Johnny Depp, Helena Bonham Carter,Anne Hathaway</td>
+      <td>2010</td>
+      <td>108</td>
+      <td>6.5</td>
+      <td>334.19</td>
+    </tr>
+    <tr>
+      <td>Chuck</td>
+      <td>Biography,Drama,Sport</td>
+      <td>Philippe Falardeau</td>
+      <td>Elisabeth Moss, Naomi Watts, Ron Perlman, Liev Schreiber</td>
+      <td>2016</td>
+      <td>98</td>
+      <td>6.8</td>
+      <td>0.11</td>
+    </tr>
+    <tr>
+      <td>I, Daniel Blake</td>
+      <td>Drama</td>
+      <td>Ken Loach</td>
+      <td>Dave Johns, Hayley Squires, Sharon Percy, Briana Shann</td>
+      <td>2016</td>
+      <td>100</td>
+      <td>7.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Break-Up</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Peyton Reed</td>
+      <td>Jennifer Aniston, Vince Vaughn, Jon Favreau, Joey Lauren Adams</td>
+      <td>2006</td>
+      <td>106</td>
+      <td>5.8</td>
+      <td>118.68M</td>
+    </tr>
+    <tr>
+      <td>Loving</td>
+      <td>Biography,Drama,Romance</td>
+      <td>Jeff Nichols</td>
+      <td>Ruth Negga, Joel Edgerton, Will Dalton, Dean Mumford</td>
+      <td>2016</td>
+      <td>123</td>
+      <td>7.1</td>
+      <td>7.7</td>
+    </tr>
+    <tr>
+      <td>Fantastic Four</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Josh Trank</td>
+      <td>Miles Teller, Kate Mara, Michael B. Jordan, Jamie Bell</td>
+      <td>2015</td>
+      <td>100</td>
+      <td>4.3</td>
+      <td>56.11</td>
+    </tr>
+    <tr>
+      <td>The Survivalist</td>
+      <td>Drama,Sci-Fi,Thriller</td>
+      <td>Stephen Fingleton</td>
+      <td>Mia Goth, Martin McCann, Barry Ward, Andrew Simpson</td>
+      <td>2015</td>
+      <td>104</td>
+      <td>6.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Colonia</td>
+      <td>Drama,Romance,Thriller</td>
+      <td>Florian Gallenberger</td>
+      <td>Emma Watson, Daniel Brühl, Michael Nyqvist,Richenda Carey</td>
+      <td>2015</td>
+      <td>106</td>
+      <td>7.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Boy Next Door</td>
+      <td>Mystery,Thriller</td>
+      <td>Rob Cohen</td>
+      <td>Jennifer Lopez, Ryan Guzman, Kristin Chenoweth, John Corbett</td>
+      <td>2015</td>
+      <td>91</td>
+      <td>4.6</td>
+      <td>35.39</td>
+    </tr>
+    <tr>
+      <td>The Gift</td>
+      <td>Mystery,Thriller</td>
+      <td>Joel Edgerton</td>
+      <td>Jason Bateman, Rebecca Hall, Joel Edgerton, Allison Tolman</td>
+      <td>2015</td>
+      <td>108</td>
+      <td>7.1</td>
+      <td>43.77</td>
+    </tr>
+    <tr>
+      <td>Dracula Untold</td>
+      <td>Action,Drama,Fantasy</td>
+      <td>Gary Shore</td>
+      <td>Luke Evans, Dominic Cooper, Sarah Gadon, Art Parkinson</td>
+      <td>2014</td>
+      <td>92</td>
+      <td>6.3</td>
+      <td>55.94</td>
+    </tr>
+    <tr>
+      <td>In the Heart of the Sea</td>
+      <td>Action,Adventure,Biography</td>
+      <td>Ron Howard</td>
+      <td>Chris Hemsworth, Cillian Murphy, Brendan Gleeson,Ben Whishaw</td>
+      <td>2015</td>
+      <td>122</td>
+      <td>6.9</td>
+      <td>24.99</td>
+    </tr>
+    <tr>
+      <td>Idiocracy</td>
+      <td>Adventure,Comedy,Sci-Fi</td>
+      <td>Mike Judge</td>
+      <td>Luke Wilson, Maya Rudolph, Dax Shepard, Terry Crews</td>
+      <td>2006</td>
+      <td>84</td>
+      <td>6.6</td>
+      <td>0.44</td>
+    </tr>
+    <tr>
+      <td>The Expendables</td>
+      <td>Action,Adventure,Thriller</td>
+      <td>Sylvester Stallone</td>
+      <td>Sylvester Stallone, Jason Statham, Jet Li, Dolph Lundgren</td>
+      <td>2010</td>
+      <td>103</td>
+      <td>6.5</td>
+      <td>102.98M</td>
+    </tr>
+    <tr>
+      <td>Evil Dead</td>
+      <td>Fantasy,Horror</td>
+      <td>Fede Alvarez</td>
+      <td>Jane Levy, Shiloh Fernandez, Jessica Lucas, Lou Taylor Pucci</td>
+      <td>2013</td>
+      <td>91</td>
+      <td>6.5</td>
+      <td>54.24</td>
+    </tr>
+    <tr>
+      <td>Sinister</td>
+      <td>Horror,Mystery</td>
+      <td>Scott Derrickson</td>
+      <td>Ethan Hawke, Juliet Rylance, James Ransone,Fred Dalton Thompson</td>
+      <td>2012</td>
+      <td>110</td>
+      <td>6.8</td>
+      <td>48.06</td>
+    </tr>
+    <tr>
+      <td>Wreck-It Ralph</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Rich Moore</td>
+      <td>John C. Reilly, Jack McBrayer, Jane Lynch, Sarah Silverman</td>
+      <td>2012</td>
+      <td>101</td>
+      <td>7.8</td>
+      <td>189.41M</td>
+    </tr>
+    <tr>
+      <td>Snow White and the Huntsman</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Rupert Sanders</td>
+      <td>Kristen Stewart, Chris Hemsworth, Charlize Theron, Sam Claflin</td>
+      <td>2012</td>
+      <td>127</td>
+      <td>6.1</td>
+      <td>155.11M</td>
+    </tr>
+    <tr>
+      <td>Pan</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>Joe Wright</td>
+      <td>Levi Miller, Hugh Jackman, Garrett Hedlund, Rooney Mara</td>
+      <td>2015</td>
+      <td>111</td>
+      <td>5.8</td>
+      <td>34.96</td>
+    </tr>
+    <tr>
+      <td>Transformers: Dark of the Moon</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Michael Bay</td>
+      <td>Shia LaBeouf, Rosie Huntington-Whiteley, Tyrese Gibson, Josh Duhamel</td>
+      <td>2011</td>
+      <td>154</td>
+      <td>6.3</td>
+      <td>352.36</td>
+    </tr>
+    <tr>
+      <td>Juno</td>
+      <td>Comedy,Drama</td>
+      <td>Jason Reitman</td>
+      <td>Ellen Page, Michael Cera, Jennifer Garner, Jason Bateman</td>
+      <td>2007</td>
+      <td>96</td>
+      <td>7.5</td>
+      <td>143.49M</td>
+    </tr>
+    <tr>
+      <td>A Hologram for the King</td>
+      <td>Comedy,Drama</td>
+      <td>Tom Tykwer</td>
+      <td>Tom Hanks, Sarita Choudhury, Ben Whishaw,Alexander Black</td>
+      <td>2016</td>
+      <td>98</td>
+      <td>6.1</td>
+      <td>4.2</td>
+    </tr>
+    <tr>
+      <td>Money Monster</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Jodie Foster</td>
+      <td>George Clooney, Julia Roberts, Jack O'Connell,Dominic West</td>
+      <td>2016</td>
+      <td>98</td>
+      <td>6.5</td>
+      <td>41.01</td>
+    </tr>
+    <tr>
+      <td>The Other Woman</td>
+      <td>Comedy,Romance</td>
+      <td>Nick Cassavetes</td>
+      <td>Cameron Diaz, Leslie Mann, Kate Upton, Nikolaj Coster-Waldau</td>
+      <td>2014</td>
+      <td>109</td>
+      <td>6</td>
+      <td>83.91</td>
+    </tr>
+    <tr>
+      <td>Enchanted</td>
+      <td>Animation,Comedy,Family</td>
+      <td>Kevin Lima</td>
+      <td>Amy Adams, Susan Sarandon, James Marsden, Patrick Dempsey</td>
+      <td>2007</td>
+      <td>107</td>
+      <td>7.1</td>
+      <td>127.71M</td>
+    </tr>
+    <tr>
+      <td>The Intern</td>
+      <td>Comedy,Drama</td>
+      <td>Nancy Meyers</td>
+      <td>Robert De Niro, Anne Hathaway, Rene Russo,Anders Holm</td>
+      <td>2015</td>
+      <td>121</td>
+      <td>7.1</td>
+      <td>75.27</td>
+    </tr>
+    <tr>
+      <td>Little Miss Sunshine</td>
+      <td>Comedy,Drama</td>
+      <td>Jonathan Dayton</td>
+      <td>Steve Carell, Toni Collette, Greg Kinnear, Abigail Breslin</td>
+      <td>2006</td>
+      <td>101</td>
+      <td>7.8</td>
+      <td>59.89</td>
+    </tr>
+    <tr>
+      <td>Bleed for This</td>
+      <td>Biography,Drama,Sport</td>
+      <td>Ben Younger</td>
+      <td>Miles Teller, Aaron Eckhart, Katey Sagal, Ciarán Hinds</td>
+      <td>2016</td>
+      <td>117</td>
+      <td>6.8</td>
+      <td>4.85</td>
+    </tr>
+    <tr>
+      <td>Clash of the Titans</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Louis Leterrier</td>
+      <td>Sam Worthington, Liam Neeson, Ralph Fiennes,Jason Flemyng</td>
+      <td>2010</td>
+      <td>106</td>
+      <td>5.8</td>
+      <td>163.19M</td>
+    </tr>
+    <tr>
+      <td>The Finest Hours</td>
+      <td>Action,Drama,History</td>
+      <td>Craig Gillespie</td>
+      <td>Chris Pine, Casey Affleck, Ben Foster, Eric Bana</td>
+      <td>2016</td>
+      <td>117</td>
+      <td>6.8</td>
+      <td>27.55</td>
+    </tr>
+    <tr>
+      <td>Tron</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Joseph Kosinski</td>
+      <td>Jeff Bridges, Garrett Hedlund, Olivia Wilde, Bruce Boxleitner</td>
+      <td>2010</td>
+      <td>125</td>
+      <td>6.8</td>
+      <td>172.05M</td>
+    </tr>
+    <tr>
+      <td>The Hunger Games: Catching Fire</td>
+      <td>Action,Adventure,Mystery</td>
+      <td>Francis Lawrence</td>
+      <td>Jennifer Lawrence, Josh Hutcherson, Liam Hemsworth, Philip Seymour Hoffman</td>
+      <td>2013</td>
+      <td>146</td>
+      <td>7.6</td>
+      <td>424.65</td>
+    </tr>
+    <tr>
+      <td>All Good Things</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Andrew Jarecki</td>
+      <td>Ryan Gosling, Kirsten Dunst, Frank Langella, Lily Rabe</td>
+      <td>2010</td>
+      <td>101</td>
+      <td>6.3</td>
+      <td>0.58</td>
+    </tr>
+    <tr>
+      <td>Kickboxer: Vengeance</td>
+      <td>Action</td>
+      <td>John Stockwell</td>
+      <td>Dave Bautista, Alain Moussi, Gina Carano, Jean-Claude Van Damme</td>
+      <td>2016</td>
+      <td>90</td>
+      <td>4.9</td>
+      <td>131.56M</td>
+    </tr>
+    <tr>
+      <td>The Last Airbender</td>
+      <td>Action,Adventure,Family</td>
+      <td>M. Night Shyamalan</td>
+      <td>Noah Ringer, Nicola Peltz, Jackson Rathbone,Dev Patel</td>
+      <td>2010</td>
+      <td>103</td>
+      <td>4.2</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Sex Tape</td>
+      <td>Comedy,Romance</td>
+      <td>Jake Kasdan</td>
+      <td>Jason Segel, Cameron Diaz, Rob Corddry, Ellie Kemper</td>
+      <td>2014</td>
+      <td>94</td>
+      <td>5.1</td>
+      <td>38.54</td>
+    </tr>
+    <tr>
+      <td>What to Expect When You're Expecting</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Kirk Jones</td>
+      <td>Cameron Diaz, Matthew Morrison, J. Todd Smith, Dennis Quaid</td>
+      <td>2012</td>
+      <td>110</td>
+      <td>5.7</td>
+      <td>41.1</td>
+    </tr>
+    <tr>
+      <td>Moneyball</td>
+      <td>Biography,Drama,Sport</td>
+      <td>Bennett Miller</td>
+      <td>Brad Pitt, Robin Wright, Jonah Hill, Philip Seymour Hoffman</td>
+      <td>2011</td>
+      <td>133</td>
+      <td>7.6</td>
+      <td>75.61</td>
+    </tr>
+    <tr>
+      <td>Ghost Rider</td>
+      <td>Action,Fantasy,Thriller</td>
+      <td>Mark Steven Johnson</td>
+      <td>Nicolas Cage, Eva Mendes, Sam Elliott, Matt Long</td>
+      <td>2007</td>
+      <td>114</td>
+      <td>5.2</td>
+      <td>115.8M</td>
+    </tr>
+    <tr>
+      <td>Unbroken</td>
+      <td>Biography,Drama,Sport</td>
+      <td>Angelina Jolie</td>
+      <td>Jack O'Connell, Miyavi, Domhnall Gleeson, Garrett Hedlund</td>
+      <td>2014</td>
+      <td>137</td>
+      <td>7.2</td>
+      <td>115.6M</td>
+    </tr>
+    <tr>
+      <td>Immortals</td>
+      <td>Action,Drama,Fantasy</td>
+      <td>Tarsem Singh</td>
+      <td>Henry Cavill, Mickey Rourke, John Hurt, Stephen Dorff</td>
+      <td>2011</td>
+      <td>110</td>
+      <td>6</td>
+      <td>83.5</td>
+    </tr>
+    <tr>
+      <td>Sunshine</td>
+      <td>Adventure,Sci-Fi,Thriller</td>
+      <td>Danny Boyle</td>
+      <td>Cillian Murphy, Rose Byrne, Chris Evans, Michelle Yeoh</td>
+      <td>2007</td>
+      <td>107</td>
+      <td>7.3</td>
+      <td>3.68</td>
+    </tr>
+    <tr>
+      <td>Brave</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Mark Andrews</td>
+      <td>Kelly Macdonald,Billy Connolly, Emma Thompson, Julie Walters</td>
+      <td>2012</td>
+      <td>93</td>
+      <td>7.2</td>
+      <td>237.28</td>
+    </tr>
+    <tr>
+      <td>Män som hatar kvinnor</td>
+      <td>Drama,Mystery,Thriller</td>
+      <td>Niels Arden Oplev</td>
+      <td>Michael Nyqvist, Noomi Rapace, Ewa Fröling,Lena Endre</td>
+      <td>2009</td>
+      <td>152</td>
+      <td>7.8</td>
+      <td>10.1</td>
+    </tr>
+    <tr>
+      <td>Adoration</td>
+      <td>Drama,Romance</td>
+      <td>Anne Fontaine</td>
+      <td>Naomi Watts, Robin Wright, Xavier Samuel, James Frecheville</td>
+      <td>2013</td>
+      <td>112</td>
+      <td>6.2</td>
+      <td>0.32</td>
+    </tr>
+    <tr>
+      <td>The Drop</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Michaël R. Roskam</td>
+      <td>Tom Hardy, Noomi Rapace, James Gandolfini,Matthias Schoenaerts</td>
+      <td>2014</td>
+      <td>106</td>
+      <td>7.1</td>
+      <td>10.72</td>
+    </tr>
+    <tr>
+      <td>She's the Man</td>
+      <td>Comedy,Romance,Sport</td>
+      <td>Andy Fickman</td>
+      <td>Amanda Bynes, Laura Ramsey, Channing Tatum,Vinnie Jones</td>
+      <td>2006</td>
+      <td>105</td>
+      <td>6.4</td>
+      <td>2.34</td>
+    </tr>
+    <tr>
+      <td>Daddy's Home</td>
+      <td>Comedy,Family</td>
+      <td>Sean Anders</td>
+      <td>Will Ferrell, Mark Wahlberg, Linda Cardellini, Thomas Haden Church</td>
+      <td>2015</td>
+      <td>96</td>
+      <td>6.1</td>
+      <td>150.32M</td>
+    </tr>
+    <tr>
+      <td>Let Me In</td>
+      <td>Drama,Horror,Mystery</td>
+      <td>Matt Reeves</td>
+      <td>Kodi Smit-McPhee, Chloë Grace Moretz, Richard Jenkins, Cara Buono</td>
+      <td>2010</td>
+      <td>116</td>
+      <td>7.2</td>
+      <td>12.13</td>
+    </tr>
+    <tr>
+      <td>Never Back Down</td>
+      <td>Action,Drama,Sport</td>
+      <td>Jeff Wadlow</td>
+      <td>Sean Faris, Djimon Hounsou, Amber Heard, Cam Gigandet</td>
+      <td>2008</td>
+      <td>110</td>
+      <td>6.6</td>
+      <td>24.85</td>
+    </tr>
+    <tr>
+      <td>Grimsby</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>Louis Leterrier</td>
+      <td>Sacha Baron Cohen, Mark Strong, Rebel Wilson,Freddie Crowder</td>
+      <td>2016</td>
+      <td>83</td>
+      <td>6.2</td>
+      <td>6.86</td>
+    </tr>
+    <tr>
+      <td>Moon</td>
+      <td>Drama,Mystery,Sci-Fi</td>
+      <td>Duncan Jones</td>
+      <td>Sam Rockwell, Kevin Spacey, Dominique McElligott,Rosie Shaw</td>
+      <td>2009</td>
+      <td>97</td>
+      <td>7.9</td>
+      <td>5.01</td>
+    </tr>
+    <tr>
+      <td>Megamind</td>
+      <td>Animation,Action,Comedy</td>
+      <td>Tom McGrath</td>
+      <td>Will Ferrell, Jonah Hill, Brad Pitt, Tina Fey</td>
+      <td>2010</td>
+      <td>95</td>
+      <td>7.3</td>
+      <td>148.34M</td>
+    </tr>
+    <tr>
+      <td>Gangster Squad</td>
+      <td>Action,Crime,Drama</td>
+      <td>Ruben Fleischer</td>
+      <td>Sean Penn, Ryan Gosling, Emma Stone, Giovanni Ribisi</td>
+      <td>2013</td>
+      <td>113</td>
+      <td>6.7</td>
+      <td>46</td>
+    </tr>
+    <tr>
+      <td>Blood Father</td>
+      <td>Action,Crime,Drama</td>
+      <td>Jean-François Richet</td>
+      <td>Mel Gibson, Erin Moriarty, Diego Luna, Michael Parks</td>
+      <td>2016</td>
+      <td>88</td>
+      <td>6.4</td>
+      <td>93.95</td>
+    </tr>
+    <tr>
+      <td>He's Just Not That Into You</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Ken Kwapis</td>
+      <td>Jennifer Aniston, Jennifer Connelly, Morgan Lily,Trenton Rogers</td>
+      <td>2009</td>
+      <td>129</td>
+      <td>6.4</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Kung Fu Panda 3</td>
+      <td>Animation,Action,Adventure</td>
+      <td>Alessandro Carloni</td>
+      <td>Jack Black, Bryan Cranston, Dustin Hoffman, Angelina Jolie</td>
+      <td>2016</td>
+      <td>95</td>
+      <td>7.2</td>
+      <td>143.52M</td>
+    </tr>
+    <tr>
+      <td>The Rise of the Krays</td>
+      <td>Crime,Drama</td>
+      <td>Zackary Adler</td>
+      <td>Matt Vael, Simon Cotton, Kevin Leslie, Olivia Moyles</td>
+      <td>2015</td>
+      <td>110</td>
+      <td>5.1</td>
+      <td>6.53</td>
+    </tr>
+    <tr>
+      <td>Handsome Devil</td>
+      <td>Drama</td>
+      <td>John Butler</td>
+      <td>Fionn O'Shea, Nicholas Galitzine, Andrew Scott, Moe Dunford</td>
+      <td>2016</td>
+      <td>95</td>
+      <td>7.4</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Winter's Bone</td>
+      <td>Drama</td>
+      <td>Debra Granik</td>
+      <td>Jennifer Lawrence, John Hawkes, Garret Dillahunt,Isaiah Stone</td>
+      <td>2010</td>
+      <td>100</td>
+      <td>7.2</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Horrible Bosses</td>
+      <td>Comedy,Crime</td>
+      <td>Seth Gordon</td>
+      <td>Jason Bateman, Charlie Day, Jason Sudeikis, Steve Wiebe</td>
+      <td>2011</td>
+      <td>98</td>
+      <td>6.9</td>
+      <td>117.53M</td>
+    </tr>
+    <tr>
+      <td>Mommy</td>
+      <td>Drama</td>
+      <td>Xavier Dolan</td>
+      <td>Anne Dorval, Antoine-Olivier Pilon, Suzanne Clément,Patrick Huard</td>
+      <td>2014</td>
+      <td>139</td>
+      <td>8.1</td>
+      <td>3.49</td>
+    </tr>
+    <tr>
+      <td>Hellboy II: The Golden Army</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Guillermo del Toro</td>
+      <td>Ron Perlman, Selma Blair, Doug Jones, John Alexander</td>
+      <td>2008</td>
+      <td>120</td>
+      <td>7</td>
+      <td>75.75</td>
+    </tr>
+    <tr>
+      <td>Beautiful Creatures</td>
+      <td>Drama,Fantasy,Romance</td>
+      <td>Richard LaGravenese</td>
+      <td>Alice Englert, Viola Davis, Emma Thompson,Alden Ehrenreich</td>
+      <td>2013</td>
+      <td>124</td>
+      <td>6.2</td>
+      <td>19.45</td>
+    </tr>
+    <tr>
+      <td>Toni Erdmann</td>
+      <td>Comedy,Drama</td>
+      <td>Maren Ade</td>
+      <td>Sandra Hüller, Peter Simonischek, Michael Wittenborn,Thomas Loibl</td>
+      <td>2016</td>
+      <td>162</td>
+      <td>7.6</td>
+      <td>1.48</td>
+    </tr>
+    <tr>
+      <td>The Lovely Bones</td>
+      <td>Drama,Fantasy,Thriller</td>
+      <td>Peter Jackson</td>
+      <td>Rachel Weisz, Mark Wahlberg, Saoirse Ronan, Susan Sarandon</td>
+      <td>2009</td>
+      <td>135</td>
+      <td>6.7</td>
+      <td>43.98</td>
+    </tr>
+    <tr>
+      <td>The Assassination of Jesse James by the Coward Robert Ford</td>
+      <td>Biography,Crime,Drama</td>
+      <td>Andrew Dominik</td>
+      <td>Brad Pitt, Casey Affleck, Sam Shepard, Mary-Louise Parker</td>
+      <td>2007</td>
+      <td>160</td>
+      <td>7.5</td>
+      <td>3.9</td>
+    </tr>
+    <tr>
+      <td>Don Jon</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Joseph Gordon-Levitt</td>
+      <td>Joseph Gordon-Levitt, Scarlett Johansson,Julianne Moore, Tony Danza</td>
+      <td>2013</td>
+      <td>90</td>
+      <td>6.6</td>
+      <td>24.48</td>
+    </tr>
+    <tr>
+      <td>Bastille Day</td>
+      <td>Action,Crime,Drama</td>
+      <td>James Watkins</td>
+      <td>Idris Elba, Richard Madden, Charlotte Le Bon, Kelly Reilly</td>
+      <td>2016</td>
+      <td>92</td>
+      <td>6.3</td>
+      <td>0.04</td>
+    </tr>
+    <tr>
+      <td>2307: Winter's Dream</td>
+      <td>Sci-Fi</td>
+      <td>Joey Curtis</td>
+      <td>Paul Sidhu, Branden Coles, Arielle Holmes, Kelcey Watson</td>
+      <td>2016</td>
+      <td>101</td>
+      <td>4</td>
+      <td>20.76</td>
+    </tr>
+    <tr>
+      <td>Free State of Jones</td>
+      <td>Action,Biography,Drama</td>
+      <td>Gary Ross</td>
+      <td>Matthew McConaughey, Gugu Mbatha-Raw, Mahershala Ali, Keri Russell</td>
+      <td>2016</td>
+      <td>139</td>
+      <td>6.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Mr. Right</td>
+      <td>Action,Comedy,Romance</td>
+      <td>Paco Cabezas</td>
+      <td>Anna Kendrick, Sam Rockwell, Tim Roth, James Ransone</td>
+      <td>2015</td>
+      <td>95</td>
+      <td>6.3</td>
+      <td>0.03</td>
+    </tr>
+    <tr>
+      <td>The Secret Life of Walter Mitty</td>
+      <td>Adventure,Comedy,Drama</td>
+      <td>Ben Stiller</td>
+      <td>Ben Stiller, Kristen Wiig, Jon Daly, Kathryn Hahn</td>
+      <td>2013</td>
+      <td>114</td>
+      <td>7.3</td>
+      <td>58.23</td>
+    </tr>
+    <tr>
+      <td>Dope</td>
+      <td>Comedy,Crime,Drama</td>
+      <td>Rick Famuyiwa</td>
+      <td>Shameik Moore, Tony Revolori, Kiersey Clemons,Kimberly Elise</td>
+      <td>2015</td>
+      <td>103</td>
+      <td>7.3</td>
+      <td>17.47</td>
+    </tr>
+    <tr>
+      <td>Underworld Awakening</td>
+      <td>Action,Fantasy,Horror</td>
+      <td>MÃ¥ns MÃ¥rlind</td>
+      <td>Kate Beckinsale, Michael Ealy, India Eisley, Stephen Rea</td>
+      <td>2012</td>
+      <td>88</td>
+      <td>6.4</td>
+      <td>62.32</td>
+    </tr>
+    <tr>
+      <td>Antichrist</td>
+      <td>Drama,Horror</td>
+      <td>Lars von Trier</td>
+      <td>Willem Dafoe, Charlotte Gainsbourg, Storm Acheche Sahlstrøm</td>
+      <td>2009</td>
+      <td>108</td>
+      <td>6.6</td>
+      <td>0.4</td>
+    </tr>
+    <tr>
+      <td>Friday the 13th</td>
+      <td>Horror</td>
+      <td>Marcus Nispel</td>
+      <td>Jared Padalecki, Amanda Righetti, Derek Mears,Danielle Panabaker</td>
+      <td>2009</td>
+      <td>97</td>
+      <td>5.6</td>
+      <td>65</td>
+    </tr>
+    <tr>
+      <td>Taken 3</td>
+      <td>Action,Thriller</td>
+      <td>Olivier Megaton</td>
+      <td>Liam Neeson, Forest Whitaker, Maggie Grace,Famke Janssen</td>
+      <td>2014</td>
+      <td>109</td>
+      <td>6</td>
+      <td>89.25</td>
+    </tr>
+    <tr>
+      <td>Total Recall</td>
+      <td>Action,Adventure,Mystery</td>
+      <td>Len Wiseman</td>
+      <td>Colin Farrell, Bokeem Woodbine, Bryan Cranston,Kate Beckinsale</td>
+      <td>2012</td>
+      <td>118</td>
+      <td>6.3</td>
+      <td>58.88</td>
+    </tr>
+    <tr>
+      <td>X-Men: The Last Stand</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Brett Ratner</td>
+      <td>Patrick Stewart, Hugh Jackman, Halle Berry, Famke Janssen</td>
+      <td>2006</td>
+      <td>104</td>
+      <td>6.7</td>
+      <td>234.36</td>
+    </tr>
+    <tr>
+      <td>The Escort</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Will Slocombe</td>
+      <td>Lyndsy Fonseca, Michael Doneger, Tommy Dewey,Bruce Campbell</td>
+      <td>2016</td>
+      <td>88</td>
+      <td>6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Whole Truth</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Courtney Hunt</td>
+      <td>Keanu Reeves, Renée Zellweger, Gugu Mbatha-Raw, Gabriel Basso</td>
+      <td>2016</td>
+      <td>93</td>
+      <td>6.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Night at the Museum: Secret of the Tomb</td>
+      <td>Adventure,Comedy,Family</td>
+      <td>Shawn Levy</td>
+      <td>Ben Stiller, Robin Williams, Owen Wilson, Dick Van Dyke</td>
+      <td>2014</td>
+      <td>98</td>
+      <td>6.2</td>
+      <td>113.73M</td>
+    </tr>
+    <tr>
+      <td>Love &amp; Other Drugs</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Edward Zwick</td>
+      <td>Jake Gyllenhaal, Anne Hathaway, Judy Greer, Oliver Platt</td>
+      <td>2010</td>
+      <td>112</td>
+      <td>6.7</td>
+      <td>32.36</td>
+    </tr>
+    <tr>
+      <td>The Interview</td>
+      <td>Comedy</td>
+      <td>Evan Goldberg</td>
+      <td>James Franco, Seth Rogen, Randall Park, Lizzy Caplan</td>
+      <td>2014</td>
+      <td>112</td>
+      <td>6.6</td>
+      <td>6.11</td>
+    </tr>
+    <tr>
+      <td>The Host</td>
+      <td>Comedy,Drama,Horror</td>
+      <td>Bong Joon Ho</td>
+      <td>Kang-ho Song, Hee-Bong Byun, Hae-il Park, Doona Bae</td>
+      <td>2006</td>
+      <td>120</td>
+      <td>7</td>
+      <td>2.2</td>
+    </tr>
+    <tr>
+      <td>Megan Is Missing</td>
+      <td>Drama,Horror,Thriller</td>
+      <td>Michael Goi</td>
+      <td>Amber Perkins, Rachel Quinn, Dean Waite, Jael Elizabeth Steinmeyer</td>
+      <td>2011</td>
+      <td>85</td>
+      <td>4.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>WALL·E</td>
+      <td>Animation,Adventure,Family</td>
+      <td>Andrew Stanton</td>
+      <td>Ben Burtt, Elissa Knight, Jeff Garlin, Fred Willard</td>
+      <td>2008</td>
+      <td>98</td>
+      <td>8.4</td>
+      <td>223.81</td>
+    </tr>
+    <tr>
+      <td>Knocked Up</td>
+      <td>Comedy,Romance</td>
+      <td>Judd Apatow</td>
+      <td>Seth Rogen, Katherine Heigl, Paul Rudd, Leslie Mann</td>
+      <td>2007</td>
+      <td>129</td>
+      <td>7</td>
+      <td>148.73M</td>
+    </tr>
+    <tr>
+      <td>Source Code</td>
+      <td>Mystery,Romance,Sci-Fi</td>
+      <td>Duncan Jones</td>
+      <td>Jake Gyllenhaal, Michelle Monaghan, Vera Farmiga,Jeffrey Wright</td>
+      <td>2011</td>
+      <td>93</td>
+      <td>7.5</td>
+      <td>54.7</td>
+    </tr>
+    <tr>
+      <td>Lawless</td>
+      <td>Crime,Drama</td>
+      <td>John Hillcoat</td>
+      <td>Tom Hardy, Shia LaBeouf, Guy Pearce, Jason Clarke</td>
+      <td>2012</td>
+      <td>116</td>
+      <td>7.3</td>
+      <td>37.4</td>
+    </tr>
+    <tr>
+      <td>Unfriended</td>
+      <td>Drama,Horror,Mystery</td>
+      <td>Levan Gabriadze</td>
+      <td>Heather Sossaman, Matthew Bohrer, Courtney Halverson, Shelley Hennig</td>
+      <td>2014</td>
+      <td>83</td>
+      <td>5.6</td>
+      <td>31.54</td>
+    </tr>
+    <tr>
+      <td>American Reunion</td>
+      <td>Comedy</td>
+      <td>Jon Hurwitz</td>
+      <td>Jason Biggs, Alyson Hannigan,Seann William Scott, Chris Klein</td>
+      <td>2012</td>
+      <td>113</td>
+      <td>6.7</td>
+      <td>56.72</td>
+    </tr>
+    <tr>
+      <td>The Pursuit of Happyness</td>
+      <td>Biography,Drama</td>
+      <td>Gabriele Muccino</td>
+      <td>Will Smith, Thandie Newton, Jaden Smith, Brian Howe</td>
+      <td>2006</td>
+      <td>117</td>
+      <td>8</td>
+      <td>162.59M</td>
+    </tr>
+    <tr>
+      <td>Relatos salvajes</td>
+      <td>Comedy,Drama,Thriller</td>
+      <td>Damián Szifron</td>
+      <td>Darío Grandinetti, María Marull, Mónica Villa, Rita Cortese</td>
+      <td>2014</td>
+      <td>122</td>
+      <td>8.1</td>
+      <td>3.08</td>
+    </tr>
+    <tr>
+      <td>The Ridiculous 6</td>
+      <td>Comedy,Western</td>
+      <td>Frank Coraci</td>
+      <td>Adam Sandler, Terry Crews, Jorge Garcia, Taylor Lautner</td>
+      <td>2015</td>
+      <td>119</td>
+      <td>4.8</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Frantz</td>
+      <td>Drama,History,War</td>
+      <td>François Ozon</td>
+      <td>Pierre Niney, Paula Beer, Ernst Stötzner, Marie Gruber</td>
+      <td>2016</td>
+      <td>113</td>
+      <td>7.5</td>
+      <td>0.86</td>
+    </tr>
+    <tr>
+      <td>Viral</td>
+      <td>Drama,Horror,Sci-Fi</td>
+      <td>Henry Joost</td>
+      <td>Sofia Black-D'Elia, Analeigh Tipton,Travis Tope, Michael Kelly</td>
+      <td>2016</td>
+      <td>85</td>
+      <td>5.5</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Gran Torino</td>
+      <td>Drama</td>
+      <td>Clint Eastwood</td>
+      <td>Clint Eastwood, Bee Vang, Christopher Carley,Ahney Her</td>
+      <td>2008</td>
+      <td>116</td>
+      <td>8.2</td>
+      <td>148.09M</td>
+    </tr>
+    <tr>
+      <td>Burnt</td>
+      <td>Comedy,Drama</td>
+      <td>John Wells</td>
+      <td>Bradley Cooper, Sienna Miller, Daniel Brühl, Riccardo Scamarcio</td>
+      <td>2015</td>
+      <td>101</td>
+      <td>6.6</td>
+      <td>13.65</td>
+    </tr>
+    <tr>
+      <td>Tall Men</td>
+      <td>Fantasy,Horror,Thriller</td>
+      <td>Jonathan Holbrook</td>
+      <td>Dan Crisafulli, Kay Whitney, Richard Garcia, Pat Cashman</td>
+      <td>2016</td>
+      <td>133</td>
+      <td>3.2</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Sleeping Beauty</td>
+      <td>Drama,Romance</td>
+      <td>Julia Leigh</td>
+      <td>Emily Browning, Rachael Blake, Ewen Leslie, Bridgette Barrett</td>
+      <td>2011</td>
+      <td>101</td>
+      <td>5.3</td>
+      <td>0.03</td>
+    </tr>
+    <tr>
+      <td>Vampire Academy</td>
+      <td>Action,Comedy,Fantasy</td>
+      <td>Mark Waters</td>
+      <td>Zoey Deutch, Lucy Fry, Danila Kozlovsky, Gabriel Byrne</td>
+      <td>2014</td>
+      <td>104</td>
+      <td>5.6</td>
+      <td>7.79</td>
+    </tr>
+    <tr>
+      <td>Sweeney Todd: The Demon Barber of Fleet Street</td>
+      <td>Drama,Horror,Musical</td>
+      <td>Tim Burton</td>
+      <td>Johnny Depp, Helena Bonham Carter, Alan Rickman,Timothy Spall</td>
+      <td>2007</td>
+      <td>116</td>
+      <td>7.4</td>
+      <td>52.88</td>
+    </tr>
+    <tr>
+      <td>Solace</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Afonso Poyart</td>
+      <td>Anthony Hopkins, Jeffrey Dean Morgan, Abbie Cornish, Colin Farrell</td>
+      <td>2015</td>
+      <td>101</td>
+      <td>6.4</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Insidious</td>
+      <td>Horror,Mystery,Thriller</td>
+      <td>James Wan</td>
+      <td>Patrick Wilson, Rose Byrne, Ty Simpkins, Lin Shaye</td>
+      <td>2010</td>
+      <td>103</td>
+      <td>6.8</td>
+      <td>53.99</td>
+    </tr>
+    <tr>
+      <td>Popstar: Never Stop Never Stopping</td>
+      <td>Comedy,Music</td>
+      <td>Akiva Schaffer</td>
+      <td>Andy Samberg, Jorma Taccone,Akiva Schaffer, Sarah Silverman</td>
+      <td>2016</td>
+      <td>87</td>
+      <td>6.7</td>
+      <td>9.39</td>
+    </tr>
+    <tr>
+      <td>The Levelling</td>
+      <td>Drama</td>
+      <td>Hope Dickson Leach</td>
+      <td>Ellie Kendrick, David Troughton, Jack Holden,Joe Blakemore</td>
+      <td>2016</td>
+      <td>83</td>
+      <td>6.4</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Public Enemies</td>
+      <td>Biography,Crime,Drama</td>
+      <td>Michael Mann</td>
+      <td>Christian Bale, Johnny Depp, Christian Stolte, Jason Clarke</td>
+      <td>2009</td>
+      <td>140</td>
+      <td>7</td>
+      <td>97.03</td>
+    </tr>
+    <tr>
+      <td>Boyhood</td>
+      <td>Drama</td>
+      <td>Richard Linklater</td>
+      <td>Ellar Coltrane, Patricia Arquette, Ethan Hawke,Elijah Smith</td>
+      <td>2014</td>
+      <td>165</td>
+      <td>7.9</td>
+      <td>25.36</td>
+    </tr>
+    <tr>
+      <td>Teenage Mutant Ninja Turtles</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>Jonathan Liebesman</td>
+      <td>Megan Fox, Will Arnett, William Fichtner, Noel Fisher</td>
+      <td>2014</td>
+      <td>101</td>
+      <td>5.9</td>
+      <td>190.87M</td>
+    </tr>
+    <tr>
+      <td>Eastern Promises</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>David Cronenberg</td>
+      <td>Naomi Watts, Viggo Mortensen, Armin Mueller-Stahl, Josef Altin</td>
+      <td>2007</td>
+      <td>100</td>
+      <td>7.7</td>
+      <td>17.11</td>
+    </tr>
+    <tr>
+      <td>The Daughter</td>
+      <td>Drama</td>
+      <td>Simon Stone</td>
+      <td>Geoffrey Rush, Nicholas Hope, Sam Neill, Ewen Leslie</td>
+      <td>2015</td>
+      <td>96</td>
+      <td>6.7</td>
+      <td>0.03</td>
+    </tr>
+    <tr>
+      <td>Pineapple Express</td>
+      <td>Action,Comedy,Crime</td>
+      <td>David Gordon Green</td>
+      <td>Seth Rogen, James Franco, Gary Cole, Danny McBride</td>
+      <td>2008</td>
+      <td>111</td>
+      <td>7</td>
+      <td>87.34</td>
+    </tr>
+    <tr>
+      <td>The First Time</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Jon Kasdan</td>
+      <td>Dylan O'Brien, Britt Robertson, Victoria Justice, James Frecheville</td>
+      <td>2012</td>
+      <td>95</td>
+      <td>6.9</td>
+      <td>0.02</td>
+    </tr>
+    <tr>
+      <td>Gone Baby Gone</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Ben Affleck</td>
+      <td>Morgan Freeman, Ed Harris, Casey Affleck, Michelle Monaghan</td>
+      <td>2007</td>
+      <td>114</td>
+      <td>7.7</td>
+      <td>20.3</td>
+    </tr>
+    <tr>
+      <td>The Heat</td>
+      <td>Action,Comedy,Crime</td>
+      <td>Paul Feig</td>
+      <td>Sandra Bullock, Michael McDonald, Melissa McCarthy,Demián Bichir</td>
+      <td>2013</td>
+      <td>117</td>
+      <td>6.6</td>
+      <td>159.58M</td>
+    </tr>
+    <tr>
+      <td>L'avenir</td>
+      <td>Drama</td>
+      <td>Mia Hansen-Løve</td>
+      <td>Isabelle Huppert, André Marcon, Roman Kolinka,Edith Scob</td>
+      <td>2016</td>
+      <td>102</td>
+      <td>7.1</td>
+      <td>0.28</td>
+    </tr>
+    <tr>
+      <td>Anna Karenina</td>
+      <td>Drama,Romance</td>
+      <td>Joe Wright</td>
+      <td>Keira Knightley, Jude Law, Aaron Taylor-Johnson,Matthew Macfadyen</td>
+      <td>2012</td>
+      <td>129</td>
+      <td>6.6</td>
+      <td>12.8</td>
+    </tr>
+    <tr>
+      <td>Regression</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Alejandro Amenábar</td>
+      <td>Ethan Hawke, David Thewlis, Emma Watson,Dale Dickey</td>
+      <td>2015</td>
+      <td>106</td>
+      <td>5.7</td>
+      <td>0.05</td>
+    </tr>
+    <tr>
+      <td>Ted 2</td>
+      <td>Adventure,Comedy,Romance</td>
+      <td>Seth MacFarlane</td>
+      <td>Mark Wahlberg, Seth MacFarlane, Amanda Seyfried, Jessica Barth</td>
+      <td>2015</td>
+      <td>115</td>
+      <td>6.3</td>
+      <td>81.26</td>
+    </tr>
+    <tr>
+      <td>Pain &amp; Gain</td>
+      <td>Comedy,Crime,Drama</td>
+      <td>Michael Bay</td>
+      <td>Mark Wahlberg, Dwayne Johnson, Anthony Mackie,Tony Shalhoub</td>
+      <td>2013</td>
+      <td>129</td>
+      <td>6.5</td>
+      <td>49.87</td>
+    </tr>
+    <tr>
+      <td>Blood Diamond</td>
+      <td>Adventure,Drama,Thriller</td>
+      <td>Edward Zwick</td>
+      <td>Leonardo DiCaprio, Djimon Hounsou, Jennifer Connelly, Kagiso Kuypers</td>
+      <td>2006</td>
+      <td>143</td>
+      <td>8</td>
+      <td>57.37</td>
+    </tr>
+    <tr>
+      <td>Devil's Knot</td>
+      <td>Biography,Crime,Drama</td>
+      <td>Atom Egoyan</td>
+      <td>Colin Firth, Reese Witherspoon, Alessandro Nivola,James Hamrick</td>
+      <td>2013</td>
+      <td>114</td>
+      <td>6.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Child 44</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Daniel Espinosa</td>
+      <td>Tom Hardy, Gary Oldman, Noomi Rapace, Joel Kinnaman</td>
+      <td>2015</td>
+      <td>137</td>
+      <td>6.5</td>
+      <td>1.21</td>
+    </tr>
+    <tr>
+      <td>The Hurt Locker</td>
+      <td>Drama,History,Thriller</td>
+      <td>Kathryn Bigelow</td>
+      <td>Jeremy Renner, Anthony Mackie, Brian Geraghty,Guy Pearce</td>
+      <td>2008</td>
+      <td>131</td>
+      <td>7.6</td>
+      <td>15.7</td>
+    </tr>
+    <tr>
+      <td>Green Lantern</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Martin Campbell</td>
+      <td>Ryan Reynolds, Blake Lively, Peter Sarsgaard,Mark Strong</td>
+      <td>2011</td>
+      <td>114</td>
+      <td>5.6</td>
+      <td>116.59M</td>
+    </tr>
+    <tr>
+      <td>War on Everyone</td>
+      <td>Action,Comedy</td>
+      <td>John Michael McDonagh</td>
+      <td>Alexander Skarsgård, Michael Peña, Theo James, Tessa Thompson</td>
+      <td>2016</td>
+      <td>98</td>
+      <td>5.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Mist</td>
+      <td>Horror</td>
+      <td>Frank Darabont</td>
+      <td>Thomas Jane, Marcia Gay Harden, Laurie Holden,Andre Braugher</td>
+      <td>2007</td>
+      <td>126</td>
+      <td>7.2</td>
+      <td>25.59</td>
+    </tr>
+    <tr>
+      <td>Escape Plan</td>
+      <td>Action,Crime,Mystery</td>
+      <td>Mikael Håfström</td>
+      <td>Sylvester Stallone, Arnold Schwarzenegger, 50 Cent, Vincent D'Onofrio</td>
+      <td>2013</td>
+      <td>115</td>
+      <td>6.7</td>
+      <td>25.12</td>
+    </tr>
+    <tr>
+      <td>Love, Rosie</td>
+      <td>Comedy,Romance</td>
+      <td>Christian Ditter</td>
+      <td>Lily Collins, Sam Claflin, Christian Cooke, Jaime Winstone</td>
+      <td>2014</td>
+      <td>102</td>
+      <td>7.2</td>
+      <td>0.01</td>
+    </tr>
+    <tr>
+      <td>The DUFF</td>
+      <td>Comedy</td>
+      <td>Ari Sandel</td>
+      <td>Mae Whitman, Bella Thorne, Robbie Amell, Allison Janney</td>
+      <td>2015</td>
+      <td>101</td>
+      <td>6.5</td>
+      <td>34.02</td>
+    </tr>
+    <tr>
+      <td>The Age of Shadows</td>
+      <td>Action,Drama,Thriller</td>
+      <td>Jee-woon Kim</td>
+      <td>Byung-hun Lee, Yoo Gong, Kang-ho Song, Ji-min Han</td>
+      <td>2016</td>
+      <td>140</td>
+      <td>7.2</td>
+      <td>0.54</td>
+    </tr>
+    <tr>
+      <td>The Hunger Games: Mockingjay - Part 1</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Francis Lawrence</td>
+      <td>Jennifer Lawrence, Josh Hutcherson, Liam Hemsworth, Woody Harrelson</td>
+      <td>2014</td>
+      <td>123</td>
+      <td>6.7</td>
+      <td>337.1</td>
+    </tr>
+    <tr>
+      <td>We Need to Talk About Kevin</td>
+      <td>Drama,Mystery,Thriller</td>
+      <td>Lynne Ramsay</td>
+      <td>Tilda Swinton, John C. Reilly, Ezra Miller, Jasper Newell</td>
+      <td>2011</td>
+      <td>112</td>
+      <td>7.5</td>
+      <td>1.74</td>
+    </tr>
+    <tr>
+      <td>Love &amp; Friendship</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Whit Stillman</td>
+      <td>Kate Beckinsale, Chloë Sevigny, Xavier Samuel,Emma Greenwell</td>
+      <td>2016</td>
+      <td>90</td>
+      <td>6.5</td>
+      <td>14.01</td>
+    </tr>
+    <tr>
+      <td>The Mortal Instruments: City of Bones</td>
+      <td>Action,Fantasy,Horror</td>
+      <td>Harald Zwart</td>
+      <td>Lily Collins, Jamie Campbell Bower, Robert Sheehan,Jemima West</td>
+      <td>2013</td>
+      <td>130</td>
+      <td>5.9</td>
+      <td>31.17</td>
+    </tr>
+    <tr>
+      <td>Seven Pounds</td>
+      <td>Drama,Romance</td>
+      <td>Gabriele Muccino</td>
+      <td>Will Smith, Rosario Dawson, Woody Harrelson,Michael Ealy</td>
+      <td>2008</td>
+      <td>123</td>
+      <td>7.7</td>
+      <td>69.95</td>
+    </tr>
+    <tr>
+      <td>The King's Speech</td>
+      <td>Biography,Drama</td>
+      <td>Tom Hooper</td>
+      <td>Colin Firth, Geoffrey Rush, Helena Bonham Carter,Derek Jacobi</td>
+      <td>2010</td>
+      <td>118</td>
+      <td>8</td>
+      <td>138.8M</td>
+    </tr>
+    <tr>
+      <td>Hunger</td>
+      <td>Biography,Drama</td>
+      <td>Steve McQueen</td>
+      <td>Stuart Graham, Laine Megaw, Brian Milligan, Liam McMahon</td>
+      <td>2008</td>
+      <td>96</td>
+      <td>7.6</td>
+      <td>0.15</td>
+    </tr>
+    <tr>
+      <td>Jumper</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Doug Liman</td>
+      <td>Hayden Christensen, Samuel L. Jackson, Jamie Bell,Rachel Bilson</td>
+      <td>2008</td>
+      <td>88</td>
+      <td>6.1</td>
+      <td>80.17</td>
+    </tr>
+    <tr>
+      <td>Toy Story 3</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Lee Unkrich</td>
+      <td>Tom Hanks, Tim Allen, Joan Cusack, Ned Beatty</td>
+      <td>2010</td>
+      <td>103</td>
+      <td>8.3</td>
+      <td>414.98</td>
+    </tr>
+    <tr>
+      <td>Tinker Tailor Soldier Spy</td>
+      <td>Drama,Mystery,Thriller</td>
+      <td>Tomas Alfredson</td>
+      <td>Gary Oldman, Colin Firth, Tom Hardy, Mark Strong</td>
+      <td>2011</td>
+      <td>122</td>
+      <td>7.1</td>
+      <td>24.1</td>
+    </tr>
+    <tr>
+      <td>Resident Evil: Retribution</td>
+      <td>Action,Horror,Sci-Fi</td>
+      <td>Paul W.S. Anderson</td>
+      <td>Milla Jovovich, Sienna Guillory, Michelle Rodriguez, Aryana Engineer</td>
+      <td>2012</td>
+      <td>96</td>
+      <td>5.4</td>
+      <td>42.35</td>
+    </tr>
+    <tr>
+      <td>Dear Zindagi</td>
+      <td>Drama,Romance</td>
+      <td>Gauri Shinde</td>
+      <td>Alia Bhatt, Shah Rukh Khan, Kunal Kapoor, Priyanka Moodley</td>
+      <td>2016</td>
+      <td>151</td>
+      <td>7.8</td>
+      <td>1.4</td>
+    </tr>
+    <tr>
+      <td>Genius</td>
+      <td>Biography,Drama</td>
+      <td>Michael Grandage</td>
+      <td>Colin Firth, Jude Law, Nicole Kidman, Laura Linney</td>
+      <td>2016</td>
+      <td>104</td>
+      <td>6.5</td>
+      <td>1.36</td>
+    </tr>
+    <tr>
+      <td>Pompeii</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Paul W.S. Anderson</td>
+      <td>Kit Harington, Emily Browning, Kiefer Sutherland, Adewale Akinnuoye-Agbaje</td>
+      <td>2014</td>
+      <td>105</td>
+      <td>5.5</td>
+      <td>23.22</td>
+    </tr>
+    <tr>
+      <td>Life of Pi</td>
+      <td>Adventure,Drama,Fantasy</td>
+      <td>Ang Lee</td>
+      <td>Suraj Sharma, Irrfan Khan, Adil Hussain, Tabu</td>
+      <td>2012</td>
+      <td>127</td>
+      <td>7.9</td>
+      <td>124.98M</td>
+    </tr>
+    <tr>
+      <td>Hachi: A Dog's Tale</td>
+      <td>Drama,Family</td>
+      <td>Lasse Hallström</td>
+      <td>Richard Gere, Joan Allen, Cary-Hiroyuki Tagawa,Sarah Roemer</td>
+      <td>2009</td>
+      <td>93</td>
+      <td>8.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>10 Years</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Jamie Linden</td>
+      <td>Channing Tatum, Rosario Dawson, Chris Pratt, Jenna Dewan Tatum</td>
+      <td>2011</td>
+      <td>100</td>
+      <td>6.1</td>
+      <td>0.2</td>
+    </tr>
+    <tr>
+      <td>I Origins</td>
+      <td>Drama,Romance,Sci-Fi</td>
+      <td>Mike Cahill</td>
+      <td>Michael Pitt, Steven Yeun, Astrid Bergès-Frisbey, Brit Marling</td>
+      <td>2014</td>
+      <td>106</td>
+      <td>7.3</td>
+      <td>0.33</td>
+    </tr>
+    <tr>
+      <td>Live Free or Die Hard</td>
+      <td>Action,Adventure,Thriller</td>
+      <td>Len Wiseman</td>
+      <td>Bruce Willis, Justin Long, Timothy Olyphant, Maggie Q</td>
+      <td>2007</td>
+      <td>128</td>
+      <td>7.2</td>
+      <td>134.52M</td>
+    </tr>
+    <tr>
+      <td>The Matchbreaker</td>
+      <td>Comedy,Romance</td>
+      <td>Caleb Vetter</td>
+      <td>Wesley Elder, Christina Grimmie, Osric Chau, Olan Rogers</td>
+      <td>2016</td>
+      <td>94</td>
+      <td>5.5</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Funny Games</td>
+      <td>Crime,Drama,Horror</td>
+      <td>Michael Haneke</td>
+      <td>Naomi Watts, Tim Roth, Michael Pitt, Brady Corbet</td>
+      <td>2007</td>
+      <td>111</td>
+      <td>6.5</td>
+      <td>1.29</td>
+    </tr>
+    <tr>
+      <td>Ted</td>
+      <td>Comedy,Fantasy</td>
+      <td>Seth MacFarlane</td>
+      <td>Mark Wahlberg, Mila Kunis, Seth MacFarlane, Joel McHale</td>
+      <td>2012</td>
+      <td>106</td>
+      <td>7</td>
+      <td>218.63</td>
+    </tr>
+    <tr>
+      <td>RED</td>
+      <td>Action,Comedy,Crime</td>
+      <td>Robert Schwentke</td>
+      <td>Bruce Willis, Helen Mirren, Morgan Freeman,Mary-Louise Parker</td>
+      <td>2010</td>
+      <td>111</td>
+      <td>7.1</td>
+      <td>90.36</td>
+    </tr>
+    <tr>
+      <td>Australia</td>
+      <td>Adventure,Drama,Romance</td>
+      <td>Baz Luhrmann</td>
+      <td>Nicole Kidman, Hugh Jackman, Shea Adams, Eddie Baroo</td>
+      <td>2008</td>
+      <td>165</td>
+      <td>6.6</td>
+      <td>49.55</td>
+    </tr>
+    <tr>
+      <td>Faster</td>
+      <td>Action,Crime,Drama</td>
+      <td>George Tillman Jr.</td>
+      <td>Dwayne Johnson, Billy Bob Thornton, Maggie Grace, Mauricio Lopez</td>
+      <td>2010</td>
+      <td>98</td>
+      <td>6.5</td>
+      <td>23.23</td>
+    </tr>
+    <tr>
+      <td>The Neighbor</td>
+      <td>Crime,Horror,Thriller</td>
+      <td>Marcus Dunstan</td>
+      <td>Josh Stewart, Bill Engvall, Alex Essoe, Ronnie Gene Blevins</td>
+      <td>2016</td>
+      <td>87</td>
+      <td>5.8</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Adjustment Bureau</td>
+      <td>Romance,Sci-Fi,Thriller</td>
+      <td>George Nolfi</td>
+      <td>Matt Damon, Emily Blunt, Lisa Thoreson, Florence Kastriner</td>
+      <td>2011</td>
+      <td>106</td>
+      <td>7.1</td>
+      <td>62.45</td>
+    </tr>
+    <tr>
+      <td>The Hollars</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>John Krasinski</td>
+      <td>Sharlto Copley, Charlie Day, Richard Jenkins, Anna Kendrick</td>
+      <td>2016</td>
+      <td>88</td>
+      <td>6.5</td>
+      <td>1.02</td>
+    </tr>
+    <tr>
+      <td>The Judge</td>
+      <td>Crime,Drama</td>
+      <td>David Dobkin</td>
+      <td>Robert Downey Jr., Robert Duvall, Vera Farmiga, Billy Bob Thornton</td>
+      <td>2014</td>
+      <td>141</td>
+      <td>7.4</td>
+      <td>47.11</td>
+    </tr>
+    <tr>
+      <td>Closed Circuit</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>John Crowley</td>
+      <td>Eric Bana, Rebecca Hall, Jim Broadbent, Ciarán Hinds</td>
+      <td>2013</td>
+      <td>96</td>
+      <td>6.2</td>
+      <td>5.73</td>
+    </tr>
+    <tr>
+      <td>Transformers: Revenge of the Fallen</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Michael Bay</td>
+      <td>Shia LaBeouf, Megan Fox, Josh Duhamel, Tyrese Gibson</td>
+      <td>2009</td>
+      <td>150</td>
+      <td>6</td>
+      <td>402.08</td>
+    </tr>
+    <tr>
+      <td>La tortue rouge</td>
+      <td>Animation,Fantasy</td>
+      <td>Michael Dudok de Wit</td>
+      <td>Emmanuel Garijo, Tom Hudson, Baptiste Goy, Axel Devillers</td>
+      <td>2016</td>
+      <td>80</td>
+      <td>7.6</td>
+      <td>0.92</td>
+    </tr>
+    <tr>
+      <td>The Book of Life</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Jorge R. Gutiérrez</td>
+      <td>Diego Luna, Zoe Saldana, Channing Tatum, Ron Perlman</td>
+      <td>2014</td>
+      <td>95</td>
+      <td>7.3</td>
+      <td>50.15</td>
+    </tr>
+    <tr>
+      <td>Incendies</td>
+      <td>Drama,Mystery,War</td>
+      <td>Denis Villeneuve</td>
+      <td>Lubna Azabal, Mélissa Désormeaux-Poulin, Maxim Gaudette, Mustafa Kamel</td>
+      <td>2010</td>
+      <td>131</td>
+      <td>8.2</td>
+      <td>6.86</td>
+    </tr>
+    <tr>
+      <td>The Heartbreak Kid</td>
+      <td>Comedy,Romance</td>
+      <td>Bobby Farrelly</td>
+      <td>Ben Stiller, Michelle Monaghan,Malin Akerman, Jerry Stiller</td>
+      <td>2007</td>
+      <td>116</td>
+      <td>5.8</td>
+      <td>36.77</td>
+    </tr>
+    <tr>
+      <td>Happy Feet</td>
+      <td>Animation,Comedy,Family</td>
+      <td>George Miller</td>
+      <td>Elijah Wood, Brittany Murphy, Hugh Jackman, Robin Williams</td>
+      <td>2006</td>
+      <td>108</td>
+      <td>6.5</td>
+      <td>197.99M</td>
+    </tr>
+    <tr>
+      <td>Entourage</td>
+      <td>Comedy</td>
+      <td>Doug Ellin</td>
+      <td>Adrian Grenier, Kevin Connolly, Jerry Ferrara, Kevin Dillon</td>
+      <td>2015</td>
+      <td>104</td>
+      <td>6.6</td>
+      <td>32.36</td>
+    </tr>
+    <tr>
+      <td>The Strangers</td>
+      <td>Horror,Mystery,Thriller</td>
+      <td>Bryan Bertino</td>
+      <td>Scott Speedman, Liv Tyler, Gemma Ward, Alex Fisher</td>
+      <td>2008</td>
+      <td>86</td>
+      <td>6.2</td>
+      <td>52.53</td>
+    </tr>
+    <tr>
+      <td>Noah</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Darren Aronofsky</td>
+      <td>Russell Crowe, Jennifer Connelly, Anthony Hopkins, Emma Watson</td>
+      <td>2014</td>
+      <td>138</td>
+      <td>5.8</td>
+      <td>101.16M</td>
+    </tr>
+    <tr>
+      <td>Neighbors</td>
+      <td>Comedy</td>
+      <td>Nicholas Stoller</td>
+      <td>Seth Rogen, Rose Byrne, Zac Efron, Lisa Kudrow</td>
+      <td>2014</td>
+      <td>97</td>
+      <td>6.4</td>
+      <td>150.06M</td>
+    </tr>
+    <tr>
+      <td>Nymphomaniac: Vol. II</td>
+      <td>Drama</td>
+      <td>Lars von Trier</td>
+      <td>Charlotte Gainsbourg, Stellan Skarsgård, Willem Dafoe, Jamie Bell</td>
+      <td>2013</td>
+      <td>123</td>
+      <td>6.7</td>
+      <td>0.33</td>
+    </tr>
+    <tr>
+      <td>Wild</td>
+      <td>Adventure,Biography,Drama</td>
+      <td>Jean-Marc Vallée</td>
+      <td>Reese Witherspoon, Laura Dern, Gaby Hoffmann,Michiel Huisman</td>
+      <td>2014</td>
+      <td>115</td>
+      <td>7.1</td>
+      <td>37.88</td>
+    </tr>
+    <tr>
+      <td>Grown Ups</td>
+      <td>Comedy</td>
+      <td>Dennis Dugan</td>
+      <td>Adam Sandler, Salma Hayek, Kevin James, Chris Rock</td>
+      <td>2010</td>
+      <td>102</td>
+      <td>6</td>
+      <td>162M</td>
+    </tr>
+    <tr>
+      <td>Blair Witch</td>
+      <td>Horror,Thriller</td>
+      <td>Adam Wingard</td>
+      <td>James Allen McCune, Callie Hernandez, Corbin Reid, Brandon Scott</td>
+      <td>2016</td>
+      <td>89</td>
+      <td>5.1</td>
+      <td>20.75</td>
+    </tr>
+    <tr>
+      <td>The Karate Kid</td>
+      <td>Action,Drama,Family</td>
+      <td>Harald Zwart</td>
+      <td>Jackie Chan, Jaden Smith, Taraji P. Henson, Wenwen Han</td>
+      <td>2010</td>
+      <td>140</td>
+      <td>6.2</td>
+      <td>176.59M</td>
+    </tr>
+    <tr>
+      <td>Dark Shadows</td>
+      <td>Comedy,Fantasy,Horror</td>
+      <td>Tim Burton</td>
+      <td>Johnny Depp, Michelle Pfeiffer, Eva Green, Helena Bonham Carter</td>
+      <td>2012</td>
+      <td>113</td>
+      <td>6.2</td>
+      <td>79.71</td>
+    </tr>
+    <tr>
+      <td>Friends with Benefits</td>
+      <td>Comedy,Romance</td>
+      <td>Will Gluck</td>
+      <td>Mila Kunis, Justin Timberlake, Patricia Clarkson, Jenna Elfman</td>
+      <td>2011</td>
+      <td>109</td>
+      <td>6.6</td>
+      <td>55.8</td>
+    </tr>
+    <tr>
+      <td>The Illusionist</td>
+      <td>Drama,Mystery,Romance</td>
+      <td>Neil Burger</td>
+      <td>Edward Norton, Jessica Biel, Paul Giamatti, Rufus Sewell</td>
+      <td>2006</td>
+      <td>110</td>
+      <td>7.6</td>
+      <td>39.83</td>
+    </tr>
+    <tr>
+      <td>The A-Team</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>Joe Carnahan</td>
+      <td>Liam Neeson, Bradley Cooper, Sharlto Copley,Jessica Biel</td>
+      <td>2010</td>
+      <td>117</td>
+      <td>6.8</td>
+      <td>77.21</td>
+    </tr>
+    <tr>
+      <td>The Guest</td>
+      <td>Thriller</td>
+      <td>Adam Wingard</td>
+      <td>Dan Stevens, Sheila Kelley, Maika Monroe, Joel David Moore</td>
+      <td>2014</td>
+      <td>100</td>
+      <td>6.7</td>
+      <td>0.32</td>
+    </tr>
+    <tr>
+      <td>The Internship</td>
+      <td>Comedy</td>
+      <td>Shawn Levy</td>
+      <td>Vince Vaughn, Owen Wilson, Rose Byrne, Aasif Mandvi</td>
+      <td>2013</td>
+      <td>119</td>
+      <td>6.3</td>
+      <td>44.67</td>
+    </tr>
+    <tr>
+      <td>Paul</td>
+      <td>Adventure,Comedy,Sci-Fi</td>
+      <td>Greg Mottola</td>
+      <td>Simon Pegg, Nick Frost, Seth Rogen, Mia Stallard</td>
+      <td>2011</td>
+      <td>104</td>
+      <td>7</td>
+      <td>37.37</td>
+    </tr>
+    <tr>
+      <td>This Beautiful Fantastic</td>
+      <td>Comedy,Drama,Fantasy</td>
+      <td>Simon Aboud</td>
+      <td>Jessica Brown Findlay, Andrew Scott, Jeremy Irvine,Tom Wilkinson</td>
+      <td>2016</td>
+      <td>100</td>
+      <td>6.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Da Vinci Code</td>
+      <td>Mystery,Thriller</td>
+      <td>Ron Howard</td>
+      <td>Tom Hanks, Audrey Tautou, Jean Reno, Ian McKellen</td>
+      <td>2006</td>
+      <td>149</td>
+      <td>6.6</td>
+      <td>217.54</td>
+    </tr>
+    <tr>
+      <td>Mr. Church</td>
+      <td>Comedy,Drama</td>
+      <td>Bruce Beresford</td>
+      <td>Eddie Murphy, Britt Robertson, Natascha McElhone, Xavier Samuel</td>
+      <td>2016</td>
+      <td>104</td>
+      <td>7.7</td>
+      <td>0.69</td>
+    </tr>
+    <tr>
+      <td>Hugo</td>
+      <td>Adventure,Drama,Family</td>
+      <td>Martin Scorsese</td>
+      <td>Asa Butterfield, Chloë Grace Moretz, Christopher Lee, Ben Kingsley</td>
+      <td>2011</td>
+      <td>126</td>
+      <td>7.5</td>
+      <td>73.82</td>
+    </tr>
+    <tr>
+      <td>The Blackcoat's Daughter</td>
+      <td>Horror,Thriller</td>
+      <td>Oz Perkins</td>
+      <td>Emma Roberts, Kiernan Shipka, Lauren Holly, Lucy Boynton</td>
+      <td>2015</td>
+      <td>93</td>
+      <td>5.6</td>
+      <td>0.02</td>
+    </tr>
+    <tr>
+      <td>Body of Lies</td>
+      <td>Action,Drama,Romance</td>
+      <td>Ridley Scott</td>
+      <td>Leonardo DiCaprio, Russell Crowe, Mark Strong,Golshifteh Farahani</td>
+      <td>2008</td>
+      <td>128</td>
+      <td>7.1</td>
+      <td>39.38</td>
+    </tr>
+    <tr>
+      <td>Knight of Cups</td>
+      <td>Drama,Romance</td>
+      <td>Terrence Malick</td>
+      <td>Christian Bale, Cate Blanchett, Natalie Portman,Brian Dennehy</td>
+      <td>2015</td>
+      <td>118</td>
+      <td>5.7</td>
+      <td>0.56</td>
+    </tr>
+    <tr>
+      <td>The Mummy: Tomb of the Dragon Emperor</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Rob Cohen</td>
+      <td>Brendan Fraser, Jet Li, Maria Bello, Michelle Yeoh</td>
+      <td>2008</td>
+      <td>112</td>
+      <td>5.2</td>
+      <td>102.18M</td>
+    </tr>
+    <tr>
+      <td>The Boss</td>
+      <td>Comedy</td>
+      <td>Ben Falcone</td>
+      <td>Melissa McCarthy, Kristen Bell, Peter Dinklage, Ella Anderson</td>
+      <td>2016</td>
+      <td>99</td>
+      <td>5.4</td>
+      <td>63.03</td>
+    </tr>
+    <tr>
+      <td>Hands of Stone</td>
+      <td>Action,Biography,Drama</td>
+      <td>Jonathan Jakubowicz</td>
+      <td>Edgar Ramírez, Usher Raymond, Robert De Niro, Rubén Blades</td>
+      <td>2016</td>
+      <td>111</td>
+      <td>6.6</td>
+      <td>4.71</td>
+    </tr>
+    <tr>
+      <td>El secreto de sus ojos</td>
+      <td>Drama,Mystery,Romance</td>
+      <td>Juan José Campanella</td>
+      <td>Ricardo Darín, Soledad Villamil, Pablo Rago,Carla Quevedo</td>
+      <td>2009</td>
+      <td>129</td>
+      <td>8.2</td>
+      <td>20.17</td>
+    </tr>
+    <tr>
+      <td>True Grit</td>
+      <td>Adventure,Drama,Western</td>
+      <td>Ethan Coen</td>
+      <td>Jeff Bridges, Matt Damon, Hailee Steinfeld,Josh Brolin</td>
+      <td>2010</td>
+      <td>110</td>
+      <td>7.6</td>
+      <td>171.03M</td>
+    </tr>
+    <tr>
+      <td>We Are Your Friends</td>
+      <td>Drama,Music,Romance</td>
+      <td>Max Joseph</td>
+      <td>Zac Efron, Wes Bentley, Emily Ratajkowski, Jonny Weston</td>
+      <td>2015</td>
+      <td>96</td>
+      <td>6.2</td>
+      <td>3.59</td>
+    </tr>
+    <tr>
+      <td>A Million Ways to Die in the West</td>
+      <td>Comedy,Romance,Western</td>
+      <td>Seth MacFarlane</td>
+      <td>Seth MacFarlane, Charlize Theron, Liam Neeson,Amanda Seyfried</td>
+      <td>2014</td>
+      <td>116</td>
+      <td>6.1</td>
+      <td>42.62</td>
+    </tr>
+    <tr>
+      <td>Only for One Night</td>
+      <td>Thriller</td>
+      <td>Chris Stokes</td>
+      <td>Brian White, Karrueche Tran, Angelique Pereira,Jessica Vanessa DeLeon</td>
+      <td>2016</td>
+      <td>86</td>
+      <td>4.6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Rules Don't Apply</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Warren Beatty</td>
+      <td>Lily Collins, Haley Bennett, Taissa Farmiga, Steve Tom</td>
+      <td>2016</td>
+      <td>127</td>
+      <td>5.7</td>
+      <td>3.65</td>
+    </tr>
+    <tr>
+      <td>Ouija: Origin of Evil</td>
+      <td>Horror,Thriller</td>
+      <td>Mike Flanagan</td>
+      <td>Elizabeth Reaser, Lulu Wilson, Annalise Basso,Henry Thomas</td>
+      <td>2016</td>
+      <td>99</td>
+      <td>6.1</td>
+      <td>34.9</td>
+    </tr>
+    <tr>
+      <td>Percy Jackson: Sea of Monsters</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>Thor Freudenthal</td>
+      <td>Logan Lerman, Alexandra Daddario, Brandon T. Jackson, Nathan Fillion</td>
+      <td>2013</td>
+      <td>106</td>
+      <td>5.9</td>
+      <td>68.56</td>
+    </tr>
+    <tr>
+      <td>Fracture</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Gregory Hoblit</td>
+      <td>Anthony Hopkins, Ryan Gosling, David Strathairn,Rosamund Pike</td>
+      <td>2007</td>
+      <td>113</td>
+      <td>7.2</td>
+      <td>39</td>
+    </tr>
+    <tr>
+      <td>Oculus</td>
+      <td>Horror,Mystery</td>
+      <td>Mike Flanagan</td>
+      <td>Karen Gillan, Brenton Thwaites, Katee Sackhoff,Rory Cochrane</td>
+      <td>2013</td>
+      <td>104</td>
+      <td>6.5</td>
+      <td>27.69</td>
+    </tr>
+    <tr>
+      <td>In Bruges</td>
+      <td>Comedy,Crime,Drama</td>
+      <td>Martin McDonagh</td>
+      <td>Colin Farrell, Brendan Gleeson, Ciarán Hinds,Elizabeth Berrington</td>
+      <td>2008</td>
+      <td>107</td>
+      <td>7.9</td>
+      <td>7.76</td>
+    </tr>
+    <tr>
+      <td>This Means War</td>
+      <td>Action,Comedy,Romance</td>
+      <td>McG</td>
+      <td>Reese Witherspoon, Chris Pine, Tom Hardy, Til Schweiger</td>
+      <td>2012</td>
+      <td>103</td>
+      <td>6.3</td>
+      <td>54.76</td>
+    </tr>
+    <tr>
+      <td>Lída Baarová</td>
+      <td>Biography,Drama,History</td>
+      <td>Filip Renc</td>
+      <td>Tatiana Pauhofová, Karl Markovics, Gedeon Burkhard,Simona Stasová</td>
+      <td>2016</td>
+      <td>106</td>
+      <td>5</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Road</td>
+      <td>Adventure,Drama</td>
+      <td>John Hillcoat</td>
+      <td>Viggo Mortensen, Charlize Theron, Kodi Smit-McPhee,Robert Duvall</td>
+      <td>2009</td>
+      <td>111</td>
+      <td>7.3</td>
+      <td>0.06</td>
+    </tr>
+    <tr>
+      <td>Lavender</td>
+      <td>Drama,Thriller</td>
+      <td>Ed Gass-Donnelly</td>
+      <td>Abbie Cornish, Dermot Mulroney, Justin Long,Diego Klattenhoff</td>
+      <td>2016</td>
+      <td>92</td>
+      <td>5.2</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Deuces</td>
+      <td>Drama</td>
+      <td>Jamal Hill</td>
+      <td>Larenz Tate, Meagan Good, Rotimi, Rick Gonzalez</td>
+      <td>2016</td>
+      <td>87</td>
+      <td>6.6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Conan the Barbarian</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Marcus Nispel</td>
+      <td>Jason Momoa, Ron Perlman, Rose McGowan,Stephen Lang</td>
+      <td>2011</td>
+      <td>113</td>
+      <td>5.2</td>
+      <td>21.27</td>
+    </tr>
+    <tr>
+      <td>The Fighter</td>
+      <td>Action,Biography,Drama</td>
+      <td>David O. Russell</td>
+      <td>Mark Wahlberg, Christian Bale, Amy Adams,Melissa Leo</td>
+      <td>2010</td>
+      <td>116</td>
+      <td>7.8</td>
+      <td>93.57</td>
+    </tr>
+    <tr>
+      <td>August Rush</td>
+      <td>Drama,Music</td>
+      <td>Kirsten Sheridan</td>
+      <td>Freddie Highmore, Keri Russell, Jonathan Rhys Meyers, Terrence Howard</td>
+      <td>2007</td>
+      <td>114</td>
+      <td>7.5</td>
+      <td>31.66</td>
+    </tr>
+    <tr>
+      <td>Chef</td>
+      <td>Comedy,Drama</td>
+      <td>Jon Favreau</td>
+      <td>Jon Favreau, Robert Downey Jr., Scarlett Johansson,Dustin Hoffman</td>
+      <td>2014</td>
+      <td>114</td>
+      <td>7.3</td>
+      <td>31.24</td>
+    </tr>
+    <tr>
+      <td>Eye in the Sky</td>
+      <td>Drama,Thriller,War</td>
+      <td>Gavin Hood</td>
+      <td>Helen Mirren, Aaron Paul, Alan Rickman, Barkhad Abdi</td>
+      <td>2015</td>
+      <td>102</td>
+      <td>7.3</td>
+      <td>18.7</td>
+    </tr>
+    <tr>
+      <td>Eagle Eye</td>
+      <td>Action,Mystery,Thriller</td>
+      <td>D.J. Caruso</td>
+      <td>Shia LaBeouf, Michelle Monaghan, Rosario Dawson,Michael Chiklis</td>
+      <td>2008</td>
+      <td>118</td>
+      <td>6.6</td>
+      <td>101.11M</td>
+    </tr>
+    <tr>
+      <td>The Purge</td>
+      <td>Horror,Sci-Fi,Thriller</td>
+      <td>James DeMonaco</td>
+      <td>Ethan Hawke, Lena Headey, Max Burkholder,Adelaide Kane</td>
+      <td>2013</td>
+      <td>85</td>
+      <td>5.7</td>
+      <td>64.42</td>
+    </tr>
+    <tr>
+      <td>PK</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Rajkumar Hirani</td>
+      <td>Aamir Khan, Anushka Sharma, Sanjay Dutt,Boman Irani</td>
+      <td>2014</td>
+      <td>153</td>
+      <td>8.2</td>
+      <td>10.57</td>
+    </tr>
+    <tr>
+      <td>Ender's Game</td>
+      <td>Action,Sci-Fi</td>
+      <td>Gavin Hood</td>
+      <td>Harrison Ford, Asa Butterfield, Hailee Steinfeld, Abigail Breslin</td>
+      <td>2013</td>
+      <td>114</td>
+      <td>6.7</td>
+      <td>61.66</td>
+    </tr>
+    <tr>
+      <td>Indiana Jones and the Kingdom of the Crystal Skull</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Steven Spielberg</td>
+      <td>Harrison Ford, Cate Blanchett, Shia LaBeouf,Karen Allen</td>
+      <td>2008</td>
+      <td>122</td>
+      <td>6.2</td>
+      <td>317.01</td>
+    </tr>
+    <tr>
+      <td>Paper Towns</td>
+      <td>Drama,Mystery,Romance</td>
+      <td>Jake Schreier</td>
+      <td>Nat Wolff, Cara Delevingne, Austin Abrams, Justice Smith</td>
+      <td>2015</td>
+      <td>109</td>
+      <td>6.3</td>
+      <td>31.99</td>
+    </tr>
+    <tr>
+      <td>High-Rise</td>
+      <td>Drama</td>
+      <td>Ben Wheatley</td>
+      <td>Tom Hiddleston, Jeremy Irons, Sienna Miller, Luke Evans</td>
+      <td>2015</td>
+      <td>119</td>
+      <td>5.7</td>
+      <td>0.34</td>
+    </tr>
+    <tr>
+      <td>Quantum of Solace</td>
+      <td>Action,Adventure,Thriller</td>
+      <td>Marc Forster</td>
+      <td>Daniel Craig, Olga Kurylenko, Mathieu Amalric, Judi Dench</td>
+      <td>2008</td>
+      <td>106</td>
+      <td>6.6</td>
+      <td>168.37M</td>
+    </tr>
+    <tr>
+      <td>The Assignment</td>
+      <td>Action,Crime,Thriller</td>
+      <td>Walter Hill</td>
+      <td>Sigourney Weaver, Michelle Rodriguez, Tony Shalhoub,Anthony LaPaglia</td>
+      <td>2016</td>
+      <td>95</td>
+      <td>4.5</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>How to Train Your Dragon</td>
+      <td>Animation,Action,Adventure</td>
+      <td>Dean DeBlois</td>
+      <td>Jay Baruchel, Gerard Butler,Christopher Mintz-Plasse, Craig Ferguson</td>
+      <td>2010</td>
+      <td>98</td>
+      <td>8.1</td>
+      <td>217.39</td>
+    </tr>
+    <tr>
+      <td>Lady in the Water</td>
+      <td>Drama,Fantasy,Mystery</td>
+      <td>M. Night Shyamalan</td>
+      <td>Paul Giamatti, Bryce Dallas Howard, Jeffrey Wright, Bob Balaban</td>
+      <td>2006</td>
+      <td>110</td>
+      <td>5.6</td>
+      <td>42.27</td>
+    </tr>
+    <tr>
+      <td>The Fountain</td>
+      <td>Drama,Sci-Fi</td>
+      <td>Darren Aronofsky</td>
+      <td>Hugh Jackman, Rachel Weisz, Sean Patrick Thomas, Ellen Burstyn</td>
+      <td>2006</td>
+      <td>96</td>
+      <td>7.3</td>
+      <td>10.14</td>
+    </tr>
+    <tr>
+      <td>Cars 2</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>John Lasseter</td>
+      <td>Owen Wilson, Larry the Cable Guy,Michael Caine, Emily Mortimer</td>
+      <td>2011</td>
+      <td>106</td>
+      <td>6.2</td>
+      <td>191.45M</td>
+    </tr>
+    <tr>
+      <td>31</td>
+      <td>Horror,Thriller</td>
+      <td>Rob Zombie</td>
+      <td>Malcolm McDowell, Richard Brake, Jeff Daniel Phillips,Sheri Moon Zombie</td>
+      <td>2016</td>
+      <td>102</td>
+      <td>5.1</td>
+      <td>0.78</td>
+    </tr>
+    <tr>
+      <td>Final Girl</td>
+      <td>Action,Thriller</td>
+      <td>Tyler Shields</td>
+      <td>Abigail Breslin, Wes Bentley, Logan Huffman,Alexander Ludwig</td>
+      <td>2015</td>
+      <td>90</td>
+      <td>4.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Chalk It Up</td>
+      <td>Comedy</td>
+      <td>Hisonni Johnson</td>
+      <td>Maddy Curley, John DeLuca, Nikki SooHoo, Drew Seeley</td>
+      <td>2016</td>
+      <td>90</td>
+      <td>4.8</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Man Who Knew Infinity</td>
+      <td>Biography,Drama</td>
+      <td>Matt Brown</td>
+      <td>Dev Patel, Jeremy Irons, Malcolm Sinclair, Raghuvir Joshi</td>
+      <td>2015</td>
+      <td>108</td>
+      <td>7.2</td>
+      <td>3.86</td>
+    </tr>
+    <tr>
+      <td>Unknown</td>
+      <td>Action,Mystery,Thriller</td>
+      <td>Jaume Collet-Serra</td>
+      <td>Liam Neeson, Diane Kruger, January Jones,Aidan Quinn</td>
+      <td>2011</td>
+      <td>113</td>
+      <td>6.9</td>
+      <td>61.09</td>
+    </tr>
+    <tr>
+      <td>Self/less</td>
+      <td>Action,Mystery,Sci-Fi</td>
+      <td>Tarsem Singh</td>
+      <td>Ryan Reynolds, Natalie Martinez, Matthew Goode,Ben Kingsley</td>
+      <td>2015</td>
+      <td>117</td>
+      <td>6.5</td>
+      <td>12.28</td>
+    </tr>
+    <tr>
+      <td>Mr. Brooks</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Bruce A. Evans</td>
+      <td>Kevin Costner, Demi Moore, William Hurt, Dane Cook</td>
+      <td>2007</td>
+      <td>120</td>
+      <td>7.3</td>
+      <td>28.48</td>
+    </tr>
+    <tr>
+      <td>Tramps</td>
+      <td>Comedy,Romance</td>
+      <td>Adam Leon</td>
+      <td>Callum Turner, Grace Van Patten, Michal Vondel, Mike Birbiglia</td>
+      <td>2016</td>
+      <td>82</td>
+      <td>6.5</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Before We Go</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Chris Evans</td>
+      <td>Chris Evans, Alice Eve, Emma Fitzpatrick, John Cullum</td>
+      <td>2014</td>
+      <td>95</td>
+      <td>6.9</td>
+      <td>0.04</td>
+    </tr>
+    <tr>
+      <td>Captain Phillips</td>
+      <td>Biography,Drama,Thriller</td>
+      <td>Paul Greengrass</td>
+      <td>Tom Hanks, Barkhad Abdi, Barkhad Abdirahman,Catherine Keener</td>
+      <td>2013</td>
+      <td>134</td>
+      <td>7.8</td>
+      <td>107.1M</td>
+    </tr>
+    <tr>
+      <td>The Secret Scripture</td>
+      <td>Drama</td>
+      <td>Jim Sheridan</td>
+      <td>Rooney Mara, Eric Bana, Theo James, Aidan Turner</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>6.8</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Max Steel</td>
+      <td>Action,Adventure,Family</td>
+      <td>Stewart Hendler</td>
+      <td>Ben Winchell, Josh Brener, Maria Bello, Andy Garcia</td>
+      <td>2016</td>
+      <td>92</td>
+      <td>4.6</td>
+      <td>3.77</td>
+    </tr>
+    <tr>
+      <td>Hotel Transylvania 2</td>
+      <td>Animation,Comedy,Family</td>
+      <td>Genndy Tartakovsky</td>
+      <td>Adam Sandler, Andy Samberg, Selena Gomez, Kevin James</td>
+      <td>2015</td>
+      <td>89</td>
+      <td>6.7</td>
+      <td>169.69M</td>
+    </tr>
+    <tr>
+      <td>Hancock</td>
+      <td>Action,Crime,Drama</td>
+      <td>Peter Berg</td>
+      <td>Will Smith, Charlize Theron, Jason Bateman, Jae Head</td>
+      <td>2008</td>
+      <td>92</td>
+      <td>6.4</td>
+      <td>227.95</td>
+    </tr>
+    <tr>
+      <td>Sisters</td>
+      <td>Comedy</td>
+      <td>Jason Moore</td>
+      <td>Amy Poehler, Tina Fey, Maya Rudolph, Ike Barinholtz</td>
+      <td>2015</td>
+      <td>118</td>
+      <td>6</td>
+      <td>87.03</td>
+    </tr>
+    <tr>
+      <td>The Family</td>
+      <td>Comedy,Crime,Thriller</td>
+      <td>Luc Besson</td>
+      <td>Robert De Niro, Michelle Pfeiffer, Dianna Agron, John D'Leo</td>
+      <td>2013</td>
+      <td>111</td>
+      <td>6.3</td>
+      <td>36.92</td>
+    </tr>
+    <tr>
+      <td>Zack and Miri Make a Porno</td>
+      <td>Comedy,Romance</td>
+      <td>Kevin Smith</td>
+      <td>Seth Rogen, Elizabeth Banks, Craig Robinson, Gerry Bednob</td>
+      <td>2008</td>
+      <td>101</td>
+      <td>6.6</td>
+      <td>31.45</td>
+    </tr>
+    <tr>
+      <td>Ma vie de Courgette</td>
+      <td>Animation,Comedy,Drama</td>
+      <td>Claude Barras</td>
+      <td>Gaspard Schlatter, Sixtine Murat, Paulin Jaccoud,Michel Vuillermoz</td>
+      <td>2016</td>
+      <td>66</td>
+      <td>7.8</td>
+      <td>0.29</td>
+    </tr>
+    <tr>
+      <td>Man on a Ledge</td>
+      <td>Action,Crime,Thriller</td>
+      <td>Asger Leth</td>
+      <td>Sam Worthington, Elizabeth Banks, Jamie Bell, Mandy Gonzalez</td>
+      <td>2012</td>
+      <td>102</td>
+      <td>6.6</td>
+      <td>18.6</td>
+    </tr>
+    <tr>
+      <td>No Strings Attached</td>
+      <td>Comedy,Romance</td>
+      <td>Ivan Reitman</td>
+      <td>Natalie Portman, Ashton Kutcher, Kevin Kline, Cary Elwes</td>
+      <td>2011</td>
+      <td>108</td>
+      <td>6.2</td>
+      <td>70.63</td>
+    </tr>
+    <tr>
+      <td>Rescue Dawn</td>
+      <td>Adventure,Biography,Drama</td>
+      <td>Werner Herzog</td>
+      <td>Christian Bale, Steve Zahn, Jeremy Davies, Zach Grenier</td>
+      <td>2006</td>
+      <td>120</td>
+      <td>7.3</td>
+      <td>5.48</td>
+    </tr>
+    <tr>
+      <td>Despicable Me 2</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Pierre Coffin</td>
+      <td>Steve Carell, Kristen Wiig, Benjamin Bratt, Miranda Cosgrove</td>
+      <td>2013</td>
+      <td>98</td>
+      <td>7.4</td>
+      <td>368.05</td>
+    </tr>
+    <tr>
+      <td>A Walk Among the Tombstones</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Scott Frank</td>
+      <td>Liam Neeson, Dan Stevens, David Harbour, Boyd Holbrook</td>
+      <td>2014</td>
+      <td>114</td>
+      <td>6.5</td>
+      <td>25.98</td>
+    </tr>
+    <tr>
+      <td>The World's End</td>
+      <td>Action,Comedy,Sci-Fi</td>
+      <td>Edgar Wright</td>
+      <td>Simon Pegg, Nick Frost, Martin Freeman, Rosamund Pike</td>
+      <td>2013</td>
+      <td>109</td>
+      <td>7</td>
+      <td>26</td>
+    </tr>
+    <tr>
+      <td>Yoga Hosers</td>
+      <td>Comedy,Fantasy,Horror</td>
+      <td>Kevin Smith</td>
+      <td>Lily-Rose Depp, Harley Quinn Smith, Johnny Depp,Adam Brody</td>
+      <td>2016</td>
+      <td>88</td>
+      <td>4.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Seven Psychopaths</td>
+      <td>Comedy,Crime</td>
+      <td>Martin McDonagh</td>
+      <td>Colin Farrell, Woody Harrelson, Sam Rockwell,Christopher Walken</td>
+      <td>2012</td>
+      <td>110</td>
+      <td>7.2</td>
+      <td>14.99</td>
+    </tr>
+    <tr>
+      <td>Beowulf</td>
+      <td>Animation,Action,Adventure</td>
+      <td>Robert Zemeckis</td>
+      <td>Ray Winstone, Crispin Glover, Angelina Jolie,Robin Wright</td>
+      <td>2007</td>
+      <td>115</td>
+      <td>6.2</td>
+      <td>82.16</td>
+    </tr>
+    <tr>
+      <td>Jack Ryan: Shadow Recruit</td>
+      <td>Action,Drama,Thriller</td>
+      <td>Kenneth Branagh</td>
+      <td>Chris Pine, Kevin Costner, Keira Knightley,Kenneth Branagh</td>
+      <td>2014</td>
+      <td>105</td>
+      <td>6.2</td>
+      <td>50.55</td>
+    </tr>
+    <tr>
+      <td>1408</td>
+      <td>Fantasy,Horror</td>
+      <td>Mikael Håfström</td>
+      <td>John Cusack, Samuel L. Jackson, Mary McCormack, Paul Birchard</td>
+      <td>2007</td>
+      <td>104</td>
+      <td>6.8</td>
+      <td>71.98</td>
+    </tr>
+    <tr>
+      <td>The Gambler</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Rupert Wyatt</td>
+      <td>Mark Wahlberg, Jessica Lange, John Goodman, Brie Larson</td>
+      <td>2014</td>
+      <td>111</td>
+      <td>6</td>
+      <td>33.63</td>
+    </tr>
+    <tr>
+      <td>Prince of Persia: The Sands of Time</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Mike Newell</td>
+      <td>Jake Gyllenhaal, Gemma Arterton, Ben Kingsley,Alfred Molina</td>
+      <td>2010</td>
+      <td>116</td>
+      <td>6.6</td>
+      <td>90.76</td>
+    </tr>
+    <tr>
+      <td>The Spectacular Now</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>James Ponsoldt</td>
+      <td>Miles Teller, Shailene Woodley, Kyle Chandler,Jennifer Jason Leigh</td>
+      <td>2013</td>
+      <td>95</td>
+      <td>7.1</td>
+      <td>6.85</td>
+    </tr>
+    <tr>
+      <td>A United Kingdom</td>
+      <td>Biography,Drama,Romance</td>
+      <td>Amma Asante</td>
+      <td>David Oyelowo, Rosamund Pike, Tom Felton, Jack Davenport</td>
+      <td>2016</td>
+      <td>111</td>
+      <td>6.8</td>
+      <td>3.9</td>
+    </tr>
+    <tr>
+      <td>USS Indianapolis: Men of Courage</td>
+      <td>Action,Drama,History</td>
+      <td>Mario Van Peebles</td>
+      <td>Nicolas Cage, Tom Sizemore, Thomas Jane,Matt Lanter</td>
+      <td>2016</td>
+      <td>128</td>
+      <td>5.2</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Turbo Kid</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>François Simard</td>
+      <td>Munro Chambers, Laurence Leboeuf, Michael Ironside, Edwin Wright</td>
+      <td>2015</td>
+      <td>93</td>
+      <td>6.7</td>
+      <td>0.05</td>
+    </tr>
+    <tr>
+      <td>Mama</td>
+      <td>Horror,Thriller</td>
+      <td>Andrés Muschietti</td>
+      <td>Jessica Chastain, Nikolaj Coster-Waldau, Megan Charpentier, Isabelle Nélisse</td>
+      <td>2013</td>
+      <td>100</td>
+      <td>6.2</td>
+      <td>71.59</td>
+    </tr>
+    <tr>
+      <td>Orphan</td>
+      <td>Horror,Mystery,Thriller</td>
+      <td>Jaume Collet-Serra</td>
+      <td>Vera Farmiga, Peter Sarsgaard, Isabelle Fuhrman, CCH Pounder</td>
+      <td>2009</td>
+      <td>123</td>
+      <td>7</td>
+      <td>41.57</td>
+    </tr>
+    <tr>
+      <td>To Rome with Love</td>
+      <td>Comedy,Romance</td>
+      <td>Woody Allen</td>
+      <td>Woody Allen, Penélope Cruz, Jesse Eisenberg, Ellen Page</td>
+      <td>2012</td>
+      <td>112</td>
+      <td>6.3</td>
+      <td>16.68</td>
+    </tr>
+    <tr>
+      <td>Fantastic Mr. Fox</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Wes Anderson</td>
+      <td>George Clooney, Meryl Streep, Bill Murray, Jason Schwartzman</td>
+      <td>2009</td>
+      <td>87</td>
+      <td>7.8</td>
+      <td>21</td>
+    </tr>
+    <tr>
+      <td>Inside Man</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Spike Lee</td>
+      <td>Denzel Washington, Clive Owen, Jodie Foster,Christopher Plummer</td>
+      <td>2006</td>
+      <td>129</td>
+      <td>7.6</td>
+      <td>88.5</td>
+    </tr>
+    <tr>
+      <td>I.T.</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>John Moore</td>
+      <td>Pierce Brosnan, Jason Barry, Karen Moskow, Kai Ryssdal</td>
+      <td>2016</td>
+      <td>95</td>
+      <td>5.4</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>127 Hours</td>
+      <td>Adventure,Biography,Drama</td>
+      <td>Danny Boyle</td>
+      <td>James Franco, Amber Tamblyn, Kate Mara, Sean Bott</td>
+      <td>2010</td>
+      <td>94</td>
+      <td>7.6</td>
+      <td>18.33</td>
+    </tr>
+    <tr>
+      <td>Annabelle</td>
+      <td>Horror,Mystery,Thriller</td>
+      <td>John R. Leonetti</td>
+      <td>Ward Horton, Annabelle Wallis, Alfre Woodard,Tony Amendola</td>
+      <td>2014</td>
+      <td>99</td>
+      <td>5.4</td>
+      <td>84.26</td>
+    </tr>
+    <tr>
+      <td>Wolves at the Door</td>
+      <td>Horror,Thriller</td>
+      <td>John R. Leonetti</td>
+      <td>Katie Cassidy, Elizabeth Henstridge, Adam Campbell, Miles Fisher</td>
+      <td>2016</td>
+      <td>73</td>
+      <td>4.6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Suite Française</td>
+      <td>Drama,Romance,War</td>
+      <td>Saul Dibb</td>
+      <td>Michelle Williams, Kristin Scott Thomas, Margot Robbie,Eric Godon</td>
+      <td>2014</td>
+      <td>107</td>
+      <td>6.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Imaginarium of Doctor Parnassus</td>
+      <td>Adventure,Fantasy,Mystery</td>
+      <td>Terry Gilliam</td>
+      <td>Christopher Plummer, Lily Cole, Heath Ledger,Andrew Garfield</td>
+      <td>2009</td>
+      <td>123</td>
+      <td>6.8</td>
+      <td>7.69</td>
+    </tr>
+    <tr>
+      <td>G.I. Joe: The Rise of Cobra</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Stephen Sommers</td>
+      <td>Dennis Quaid, Channing Tatum, Marlon Wayans,Adewale Akinnuoye-Agbaje</td>
+      <td>2009</td>
+      <td>118</td>
+      <td>5.8</td>
+      <td>150.17M</td>
+    </tr>
+    <tr>
+      <td>Christine</td>
+      <td>Biography,Drama</td>
+      <td>Antonio Campos</td>
+      <td>Rebecca Hall, Michael C. Hall, Tracy Letts, Maria Dizzia</td>
+      <td>2016</td>
+      <td>119</td>
+      <td>7</td>
+      <td>0.3</td>
+    </tr>
+    <tr>
+      <td>Man Down</td>
+      <td>Drama,Thriller</td>
+      <td>Dito Montiel</td>
+      <td>Shia LaBeouf, Jai Courtney, Gary Oldman, Kate Mara</td>
+      <td>2015</td>
+      <td>90</td>
+      <td>5.8</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Crawlspace</td>
+      <td>Horror,Thriller</td>
+      <td>Phil Claydon</td>
+      <td>Michael Vartan, Erin Moriarty, Nadine Velazquez,Ronnie Gene Blevins</td>
+      <td>2016</td>
+      <td>88</td>
+      <td>5.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Shut In</td>
+      <td>Drama,Horror,Thriller</td>
+      <td>Farren Blackburn</td>
+      <td>Naomi Watts, Charlie Heaton, Jacob Tremblay,Oliver Platt</td>
+      <td>2016</td>
+      <td>91</td>
+      <td>4.6</td>
+      <td>6.88</td>
+    </tr>
+    <tr>
+      <td>The Warriors Gate</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Matthias Hoene</td>
+      <td>Mark Chao, Ni Ni, Dave Bautista, Sienna Guillory</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>5.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Grindhouse</td>
+      <td>Action,Horror,Thriller</td>
+      <td>Robert Rodriguez</td>
+      <td>Kurt Russell, Rose McGowan, Danny Trejo, Zoë Bell</td>
+      <td>2007</td>
+      <td>191</td>
+      <td>7.6</td>
+      <td>25.03</td>
+    </tr>
+    <tr>
+      <td>Disaster Movie</td>
+      <td>Comedy</td>
+      <td>Jason Friedberg</td>
+      <td>Carmen Electra, Vanessa Lachey,Nicole Parker, Matt Lanter</td>
+      <td>2008</td>
+      <td>87</td>
+      <td>1.9</td>
+      <td>14.17</td>
+    </tr>
+    <tr>
+      <td>Rocky Balboa</td>
+      <td>Drama,Sport</td>
+      <td>Sylvester Stallone</td>
+      <td>Sylvester Stallone, Antonio Tarver, Milo Ventimiglia, Burt Young</td>
+      <td>2006</td>
+      <td>102</td>
+      <td>7.2</td>
+      <td>70.27</td>
+    </tr>
+    <tr>
+      <td>Diary of a Wimpy Kid: Dog Days</td>
+      <td>Comedy,Family</td>
+      <td>David Bowers</td>
+      <td>Zachary Gordon, Robert Capron, Devon Bostick,Steve Zahn</td>
+      <td>2012</td>
+      <td>94</td>
+      <td>6.4</td>
+      <td>49</td>
+    </tr>
+    <tr>
+      <td>Jane Eyre</td>
+      <td>Drama,Romance</td>
+      <td>Cary Joji Fukunaga</td>
+      <td>Mia Wasikowska, Michael Fassbender, Jamie Bell, Su Elliot</td>
+      <td>2011</td>
+      <td>120</td>
+      <td>7.4</td>
+      <td>11.23</td>
+    </tr>
+    <tr>
+      <td>Fool's Gold</td>
+      <td>Action,Adventure,Comedy</td>
+      <td>Andy Tennant</td>
+      <td>Matthew McConaughey, Kate Hudson, Donald Sutherland, Alexis Dziena</td>
+      <td>2008</td>
+      <td>112</td>
+      <td>5.7</td>
+      <td>70.22</td>
+    </tr>
+    <tr>
+      <td>The Dictator</td>
+      <td>Comedy</td>
+      <td>Larry Charles</td>
+      <td>Sacha Baron Cohen, Anna Faris, John C. Reilly, Ben Kingsley</td>
+      <td>2012</td>
+      <td>83</td>
+      <td>6.4</td>
+      <td>59.62</td>
+    </tr>
+    <tr>
+      <td>The Loft</td>
+      <td>Mystery,Romance,Thriller</td>
+      <td>Erik Van Looy</td>
+      <td>Karl Urban, James Marsden, Wentworth Miller, Eric Stonestreet</td>
+      <td>2014</td>
+      <td>108</td>
+      <td>6.3</td>
+      <td>5.98</td>
+    </tr>
+    <tr>
+      <td>Bacalaureat</td>
+      <td>Crime,Drama</td>
+      <td>Cristian Mungiu</td>
+      <td>Adrian Titieni, Maria-Victoria Dragus, Lia Bugnar,Malina Manovici</td>
+      <td>2016</td>
+      <td>128</td>
+      <td>7.5</td>
+      <td>0.13</td>
+    </tr>
+    <tr>
+      <td>You Don't Mess with the Zohan</td>
+      <td>Action,Comedy</td>
+      <td>Dennis Dugan</td>
+      <td>Adam Sandler, John Turturro, Emmanuelle Chriqui,Nick Swardson</td>
+      <td>2008</td>
+      <td>113</td>
+      <td>5.5</td>
+      <td>100.02M</td>
+    </tr>
+    <tr>
+      <td>Exposed</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Gee Malik Linton</td>
+      <td>Ana de Armas, Keanu Reeves, Christopher McDonald, Mira Sorvino</td>
+      <td>2016</td>
+      <td>102</td>
+      <td>4.2</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Maudie</td>
+      <td>Biography,Drama,Romance</td>
+      <td>Aisling Walsh</td>
+      <td>Ethan Hawke, Sally Hawkins, Kari Matchett, Zachary Bennett</td>
+      <td>2016</td>
+      <td>115</td>
+      <td>7.8</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Horrible Bosses 2</td>
+      <td>Comedy,Crime</td>
+      <td>Sean Anders</td>
+      <td>Jason Bateman, Jason Sudeikis, Charlie Day, Jennifer Aniston</td>
+      <td>2014</td>
+      <td>108</td>
+      <td>6.3</td>
+      <td>54.41</td>
+    </tr>
+    <tr>
+      <td>A Bigger Splash</td>
+      <td>Drama,Thriller</td>
+      <td>Luca Guadagnino</td>
+      <td>Tilda Swinton, Matthias Schoenaerts, Ralph Fiennes, Dakota Johnson</td>
+      <td>2015</td>
+      <td>125</td>
+      <td>6.4</td>
+      <td>1.98</td>
+    </tr>
+    <tr>
+      <td>Melancholia</td>
+      <td>Drama</td>
+      <td>Lars von Trier</td>
+      <td>Kirsten Dunst, Charlotte Gainsbourg, Kiefer Sutherland, Alexander Skarsgård</td>
+      <td>2011</td>
+      <td>135</td>
+      <td>7.1</td>
+      <td>3.03</td>
+    </tr>
+    <tr>
+      <td>The Princess and the Frog</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Ron Clements</td>
+      <td>Anika Noni Rose, Keith David, Oprah Winfrey, Bruno Campos</td>
+      <td>2009</td>
+      <td>97</td>
+      <td>7.1</td>
+      <td>104.37M</td>
+    </tr>
+    <tr>
+      <td>Unstoppable</td>
+      <td>Action,Thriller</td>
+      <td>Tony Scott</td>
+      <td>Denzel Washington, Chris Pine, Rosario Dawson, Ethan Suplee</td>
+      <td>2010</td>
+      <td>98</td>
+      <td>6.8</td>
+      <td>81.56</td>
+    </tr>
+    <tr>
+      <td>Flight</td>
+      <td>Drama,Thriller</td>
+      <td>Robert Zemeckis</td>
+      <td>Denzel           Washington, Nadine Velazquez, Don Cheadle, John Goodman</td>
+      <td>2012</td>
+      <td>138</td>
+      <td>7.3</td>
+      <td>93.75</td>
+    </tr>
+    <tr>
+      <td>Home</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Tim Johnson</td>
+      <td>Jim Parsons, Rihanna, Steve Martin, Jennifer Lopez</td>
+      <td>2015</td>
+      <td>94</td>
+      <td>6.7</td>
+      <td>177.34M</td>
+    </tr>
+    <tr>
+      <td>La migliore offerta</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Giuseppe Tornatore</td>
+      <td>Geoffrey Rush, Jim Sturgess, Sylvia Hoeks,Donald Sutherland</td>
+      <td>2013</td>
+      <td>131</td>
+      <td>7.8</td>
+      <td>0.09</td>
+    </tr>
+    <tr>
+      <td>Mean Dreams</td>
+      <td>Thriller</td>
+      <td>Nathan Morlando</td>
+      <td>Sophie Nélisse, Josh Wiggins, Joe Cobden, Bill Paxton</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>6.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>42</td>
+      <td>Biography,Drama,Sport</td>
+      <td>Brian Helgeland</td>
+      <td>Chadwick Boseman, T.R. Knight, Harrison Ford,Nicole Beharie</td>
+      <td>2013</td>
+      <td>128</td>
+      <td>7.5</td>
+      <td>95</td>
+    </tr>
+    <tr>
+      <td>21</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Robert Luketic</td>
+      <td>Jim Sturgess, Kate Bosworth, Kevin Spacey, Aaron Yoo</td>
+      <td>2008</td>
+      <td>123</td>
+      <td>6.8</td>
+      <td>81.16</td>
+    </tr>
+    <tr>
+      <td>Begin Again</td>
+      <td>Drama,Music</td>
+      <td>John Carney</td>
+      <td>Keira Knightley, Mark Ruffalo, Adam Levine, Hailee Steinfeld</td>
+      <td>2013</td>
+      <td>104</td>
+      <td>7.4</td>
+      <td>16.17</td>
+    </tr>
+    <tr>
+      <td>Out of the Furnace</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>Scott Cooper</td>
+      <td>Christian Bale, Casey Affleck, Zoe Saldana, Woody Harrelson</td>
+      <td>2013</td>
+      <td>116</td>
+      <td>6.8</td>
+      <td>11.33</td>
+    </tr>
+    <tr>
+      <td>Vicky Cristina Barcelona</td>
+      <td>Drama,Romance</td>
+      <td>Woody Allen</td>
+      <td>Rebecca Hall, Scarlett Johansson, Javier Bardem,Christopher Evan Welch</td>
+      <td>2008</td>
+      <td>96</td>
+      <td>7.1</td>
+      <td>23.21</td>
+    </tr>
+    <tr>
+      <td>Kung Fu Panda</td>
+      <td>Animation,Action,Adventure</td>
+      <td>Mark Osborne</td>
+      <td>Jack Black, Ian McShane,Angelina Jolie, Dustin Hoffman</td>
+      <td>2008</td>
+      <td>92</td>
+      <td>7.6</td>
+      <td>215.4</td>
+    </tr>
+    <tr>
+      <td>Barbershop: The Next Cut</td>
+      <td>Comedy,Drama</td>
+      <td>Malcolm D. Lee</td>
+      <td>Ice Cube, Regina Hall, Anthony Anderson, Eve</td>
+      <td>2016</td>
+      <td>111</td>
+      <td>5.9</td>
+      <td>54.01</td>
+    </tr>
+    <tr>
+      <td>Terminator Salvation</td>
+      <td>Action,Adventure,Drama</td>
+      <td>McG</td>
+      <td>Christian Bale, Sam Worthington, Anton Yelchin, Moon Bloodgood</td>
+      <td>2009</td>
+      <td>115</td>
+      <td>6.6</td>
+      <td>125.32M</td>
+    </tr>
+    <tr>
+      <td>Freedom Writers</td>
+      <td>Biography,Crime,Drama</td>
+      <td>Richard LaGravenese</td>
+      <td>Hilary Swank, Imelda Staunton, Patrick Dempsey, Scott Glenn</td>
+      <td>2007</td>
+      <td>123</td>
+      <td>7.5</td>
+      <td>36.58</td>
+    </tr>
+    <tr>
+      <td>The Hills Have Eyes</td>
+      <td>Horror</td>
+      <td>Alexandre Aja</td>
+      <td>Ted Levine, Kathleen Quinlan, Dan Byrd, Emilie de Ravin</td>
+      <td>2006</td>
+      <td>107</td>
+      <td>6.4</td>
+      <td>41.78</td>
+    </tr>
+    <tr>
+      <td>Changeling</td>
+      <td>Biography,Drama,Mystery</td>
+      <td>Clint Eastwood</td>
+      <td>Angelina Jolie, Colm Feore, Amy Ryan, Gattlin Griffith</td>
+      <td>2008</td>
+      <td>141</td>
+      <td>7.8</td>
+      <td>35.71</td>
+    </tr>
+    <tr>
+      <td>Remember Me</td>
+      <td>Drama,Romance</td>
+      <td>Allen Coulter</td>
+      <td>Robert Pattinson, Emilie de Ravin, Caitlyn Rund,Moisés Acevedo</td>
+      <td>2010</td>
+      <td>113</td>
+      <td>7.2</td>
+      <td>19.06</td>
+    </tr>
+    <tr>
+      <td>Koe no katachi</td>
+      <td>Animation,Drama,Romance</td>
+      <td>Naoko Yamada</td>
+      <td>Miyu Irino, Saori Hayami, Aoi Yuki, Kenshô Ono</td>
+      <td>2016</td>
+      <td>129</td>
+      <td>8.4</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Alexander and the Terrible, Horrible, No Good, Very Bad Day</td>
+      <td>Comedy,Family</td>
+      <td>Miguel Arteta</td>
+      <td>Steve Carell, Jennifer Garner, Ed Oxenbould, Dylan Minnette</td>
+      <td>2014</td>
+      <td>81</td>
+      <td>6.2</td>
+      <td>66.95</td>
+    </tr>
+    <tr>
+      <td>Locke</td>
+      <td>Drama</td>
+      <td>Steven Knight</td>
+      <td>Tom Hardy, Olivia Colman, Ruth Wilson, Andrew Scott</td>
+      <td>2013</td>
+      <td>85</td>
+      <td>7.1</td>
+      <td>1.36</td>
+    </tr>
+    <tr>
+      <td>The 9th Life of Louis Drax</td>
+      <td>Mystery,Thriller</td>
+      <td>Alexandre Aja</td>
+      <td>Jamie Dornan, Aiden Longworth, Sarah Gadon,Aaron Paul</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>6.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Horns</td>
+      <td>Drama,Fantasy,Horror</td>
+      <td>Alexandre Aja</td>
+      <td>Daniel Radcliffe, Juno Temple, Max Minghella, Joe Anderson</td>
+      <td>2013</td>
+      <td>120</td>
+      <td>6.5</td>
+      <td>0.16</td>
+    </tr>
+    <tr>
+      <td>Indignation</td>
+      <td>Drama,Romance</td>
+      <td>James Schamus</td>
+      <td>Logan Lerman, Sarah Gadon, Tijuana Ricks, Sue Dahlman</td>
+      <td>2016</td>
+      <td>110</td>
+      <td>6.9</td>
+      <td>3.4</td>
+    </tr>
+    <tr>
+      <td>The Stanford Prison Experiment</td>
+      <td>Biography,Drama,History</td>
+      <td>Kyle Patrick Alvarez</td>
+      <td>Ezra Miller, Tye Sheridan, Billy Crudup, Olivia Thirlby</td>
+      <td>2015</td>
+      <td>122</td>
+      <td>6.9</td>
+      <td>0.64</td>
+    </tr>
+    <tr>
+      <td>Diary of a Wimpy Kid: Rodrick Rules</td>
+      <td>Comedy,Family</td>
+      <td>David Bowers</td>
+      <td>Zachary Gordon, Devon Bostick, Robert Capron,Rachael Harris</td>
+      <td>2011</td>
+      <td>99</td>
+      <td>6.6</td>
+      <td>52.69</td>
+    </tr>
+    <tr>
+      <td>Mission: Impossible III</td>
+      <td>Action,Adventure,Thriller</td>
+      <td>J.J. Abrams</td>
+      <td>Tom Cruise, Michelle Monaghan, Ving Rhames, Philip Seymour Hoffman</td>
+      <td>2006</td>
+      <td>126</td>
+      <td>6.9</td>
+      <td>133.38M</td>
+    </tr>
+    <tr>
+      <td>En man som heter Ove</td>
+      <td>Comedy,Drama</td>
+      <td>Hannes Holm</td>
+      <td>Rolf Lassgård, Bahar Pars, Filip Berg, Ida Engvoll</td>
+      <td>2015</td>
+      <td>116</td>
+      <td>7.7</td>
+      <td>3.36</td>
+    </tr>
+    <tr>
+      <td>Dragonball Evolution</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>James Wong</td>
+      <td>Justin Chatwin, James Marsters, Yun-Fat Chow, Emmy Rossum</td>
+      <td>2009</td>
+      <td>85</td>
+      <td>2.7</td>
+      <td>9.35</td>
+    </tr>
+    <tr>
+      <td>Red Dawn</td>
+      <td>Action,Thriller</td>
+      <td>Dan Bradley</td>
+      <td>Chris Hemsworth, Isabel Lucas, Josh Hutcherson, Josh Peck</td>
+      <td>2012</td>
+      <td>93</td>
+      <td>5.4</td>
+      <td>44.8</td>
+    </tr>
+    <tr>
+      <td>One Day</td>
+      <td>Drama,Romance</td>
+      <td>Lone Scherfig</td>
+      <td>Anne Hathaway, Jim Sturgess, Patricia Clarkson,Tom Mison</td>
+      <td>2011</td>
+      <td>107</td>
+      <td>7</td>
+      <td>13.77</td>
+    </tr>
+    <tr>
+      <td>Life as We Know It</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Greg Berlanti</td>
+      <td>Katherine Heigl, Josh Duhamel, Josh Lucas, Alexis Clagett</td>
+      <td>2010</td>
+      <td>114</td>
+      <td>6.6</td>
+      <td>53.36</td>
+    </tr>
+    <tr>
+      <td>28 Weeks Later</td>
+      <td>Drama,Horror,Sci-Fi</td>
+      <td>Juan Carlos Fresnadillo</td>
+      <td>Jeremy Renner, Rose Byrne, Robert Carlyle, Harold Perrineau</td>
+      <td>2007</td>
+      <td>100</td>
+      <td>7</td>
+      <td>28.64</td>
+    </tr>
+    <tr>
+      <td>Warm Bodies</td>
+      <td>Comedy,Horror,Romance</td>
+      <td>Jonathan Levine</td>
+      <td>Nicholas Hoult, Teresa Palmer, John Malkovich,Analeigh Tipton</td>
+      <td>2013</td>
+      <td>98</td>
+      <td>6.9</td>
+      <td>66.36</td>
+    </tr>
+    <tr>
+      <td>Blue Jasmine</td>
+      <td>Drama</td>
+      <td>Woody Allen</td>
+      <td>Cate Blanchett, Alec Baldwin, Peter Sarsgaard, Sally Hawkins</td>
+      <td>2013</td>
+      <td>98</td>
+      <td>7.3</td>
+      <td>33.4</td>
+    </tr>
+    <tr>
+      <td>Wrath of the Titans</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Jonathan Liebesman</td>
+      <td>Sam Worthington, Liam Neeson, Rosamund Pike, Ralph Fiennes</td>
+      <td>2012</td>
+      <td>99</td>
+      <td>5.8</td>
+      <td>83.64</td>
+    </tr>
+    <tr>
+      <td>Shin Gojira</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Hideaki Anno</td>
+      <td>Hiroki Hasegawa, Yutaka Takenouchi,Satomi Ishihara, Ren Ôsugi</td>
+      <td>2016</td>
+      <td>120</td>
+      <td>6.9</td>
+      <td>1.91</td>
+    </tr>
+    <tr>
+      <td>Saving Mr. Banks</td>
+      <td>Biography,Comedy,Drama</td>
+      <td>John Lee Hancock</td>
+      <td>Emma Thompson, Tom Hanks, Annie Rose Buckley, Colin Farrell</td>
+      <td>2013</td>
+      <td>125</td>
+      <td>7.5</td>
+      <td>83.3</td>
+    </tr>
+    <tr>
+      <td>Transcendence</td>
+      <td>Drama,Mystery,Romance</td>
+      <td>Wally Pfister</td>
+      <td>Johnny Depp, Rebecca Hall, Morgan Freeman, Cillian Murphy</td>
+      <td>2014</td>
+      <td>119</td>
+      <td>6.3</td>
+      <td>23.01</td>
+    </tr>
+    <tr>
+      <td>Rio</td>
+      <td>Animation,Adventure,Comedy</td>
+      <td>Carlos Saldanha</td>
+      <td>Jesse Eisenberg, Anne Hathaway, George Lopez,Karen Disher</td>
+      <td>2011</td>
+      <td>96</td>
+      <td>6.9</td>
+      <td>143.62M</td>
+    </tr>
+    <tr>
+      <td>Equals</td>
+      <td>Drama,Romance,Sci-Fi</td>
+      <td>Drake Doremus</td>
+      <td>Nicholas Hoult, Kristen Stewart, Vernetta Lopez,Scott Lawrence</td>
+      <td>2015</td>
+      <td>101</td>
+      <td>6.1</td>
+      <td>0.03</td>
+    </tr>
+    <tr>
+      <td>Babel</td>
+      <td>Drama</td>
+      <td>Alejandro González Iñárritu</td>
+      <td>Brad Pitt, Cate Blanchett, Gael García Bernal, Mohamed Akhzam</td>
+      <td>2006</td>
+      <td>143</td>
+      <td>7.5</td>
+      <td>34.3</td>
+    </tr>
+    <tr>
+      <td>The Tree of Life</td>
+      <td>Drama,Fantasy</td>
+      <td>Terrence Malick</td>
+      <td>Brad Pitt, Sean Penn, Jessica Chastain, Hunter McCracken</td>
+      <td>2011</td>
+      <td>139</td>
+      <td>6.8</td>
+      <td>13.3</td>
+    </tr>
+    <tr>
+      <td>The Lucky One</td>
+      <td>Drama,Romance</td>
+      <td>Scott Hicks</td>
+      <td>Zac Efron, Taylor Schilling, Blythe Danner, Riley Thomas Stewart</td>
+      <td>2012</td>
+      <td>101</td>
+      <td>6.5</td>
+      <td>60.44</td>
+    </tr>
+    <tr>
+      <td>Piranha 3D</td>
+      <td>Comedy,Horror,Thriller</td>
+      <td>Alexandre Aja</td>
+      <td>Elisabeth Shue, Jerry O'Connell, Richard Dreyfuss,Ving Rhames</td>
+      <td>2010</td>
+      <td>88</td>
+      <td>5.5</td>
+      <td>25</td>
+    </tr>
+    <tr>
+      <td>50/50</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Jonathan Levine</td>
+      <td>Joseph Gordon-Levitt, Seth Rogen, Anna Kendrick, Bryce Dallas Howard</td>
+      <td>2011</td>
+      <td>100</td>
+      <td>7.7</td>
+      <td>34.96</td>
+    </tr>
+    <tr>
+      <td>The Intent</td>
+      <td>Crime,Drama</td>
+      <td>Femi Oyeniran</td>
+      <td>Dylan Duffus, Scorcher,Shone Romulus, Jade Asha</td>
+      <td>2016</td>
+      <td>104</td>
+      <td>3.5</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>This Is 40</td>
+      <td>Comedy,Romance</td>
+      <td>Judd Apatow</td>
+      <td>Paul Rudd, Leslie Mann, Maude Apatow, Iris Apatow</td>
+      <td>2012</td>
+      <td>134</td>
+      <td>6.2</td>
+      <td>67.52</td>
+    </tr>
+    <tr>
+      <td>Real Steel</td>
+      <td>Action,Drama,Family</td>
+      <td>Shawn Levy</td>
+      <td>Hugh Jackman, Evangeline Lilly, Dakota Goyo,Anthony Mackie</td>
+      <td>2011</td>
+      <td>127</td>
+      <td>7.1</td>
+      <td>85.46</td>
+    </tr>
+    <tr>
+      <td>Sex and the City</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Michael Patrick King</td>
+      <td>Sarah Jessica Parker, Kim Cattrall, Cynthia Nixon, Kristin Davis</td>
+      <td>2008</td>
+      <td>145</td>
+      <td>5.5</td>
+      <td>152.64M</td>
+    </tr>
+    <tr>
+      <td>Rambo</td>
+      <td>Action,Thriller,War</td>
+      <td>Sylvester Stallone</td>
+      <td>Sylvester Stallone, Julie Benz, Matthew Marsden, Graham McTavish</td>
+      <td>2008</td>
+      <td>92</td>
+      <td>7.1</td>
+      <td>42.72</td>
+    </tr>
+    <tr>
+      <td>Planet Terror</td>
+      <td>Action,Comedy,Horror</td>
+      <td>Robert Rodriguez</td>
+      <td>Rose McGowan, Freddy Rodríguez, Josh Brolin,Marley Shelton</td>
+      <td>2007</td>
+      <td>105</td>
+      <td>7.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Concussion</td>
+      <td>Biography,Drama,Sport</td>
+      <td>Peter Landesman</td>
+      <td>Will Smith, Alec Baldwin, Albert Brooks, David Morse</td>
+      <td>2015</td>
+      <td>123</td>
+      <td>7.1</td>
+      <td>34.53</td>
+    </tr>
+    <tr>
+      <td>The Fall</td>
+      <td>Adventure,Comedy,Drama</td>
+      <td>Tarsem Singh</td>
+      <td>Lee Pace, Catinca Untaru, Justine Waddell, Kim Uylenbroek</td>
+      <td>2006</td>
+      <td>117</td>
+      <td>7.9</td>
+      <td>2.28</td>
+    </tr>
+    <tr>
+      <td>The Ugly Truth</td>
+      <td>Comedy,Romance</td>
+      <td>Robert Luketic</td>
+      <td>Katherine Heigl, Gerard Butler, Bree Turner, Eric Winter</td>
+      <td>2009</td>
+      <td>96</td>
+      <td>6.5</td>
+      <td>88.92</td>
+    </tr>
+    <tr>
+      <td>Bride Wars</td>
+      <td>Comedy,Romance</td>
+      <td>Gary Winick</td>
+      <td>Kate Hudson, Anne Hathaway, Candice Bergen, Bryan Greenberg</td>
+      <td>2009</td>
+      <td>89</td>
+      <td>5.5</td>
+      <td>58.72</td>
+    </tr>
+    <tr>
+      <td>Sleeping with Other People</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Leslye Headland</td>
+      <td>Jason Sudeikis, Alison Brie, Jordan Carlos,Margarita Levieva</td>
+      <td>2015</td>
+      <td>101</td>
+      <td>6.5</td>
+      <td>0.81</td>
+    </tr>
+    <tr>
+      <td>Snakes on a Plane</td>
+      <td>Action,Adventure,Crime</td>
+      <td>David R. Ellis</td>
+      <td>Samuel L. Jackson, Julianna Margulies, Nathan Phillips, Rachel Blanchard</td>
+      <td>2006</td>
+      <td>105</td>
+      <td>5.6</td>
+      <td>34.01</td>
+    </tr>
+    <tr>
+      <td>What If</td>
+      <td>Comedy,Romance</td>
+      <td>Michael Dowse</td>
+      <td>Daniel Radcliffe, Zoe Kazan, Megan Park, Adam Driver</td>
+      <td>2013</td>
+      <td>98</td>
+      <td>6.8</td>
+      <td>3.45</td>
+    </tr>
+    <tr>
+      <td>How to Train Your Dragon 2</td>
+      <td>Animation,Action,Adventure</td>
+      <td>Dean DeBlois</td>
+      <td>Jay Baruchel, Cate Blanchett, Gerard Butler, Craig Ferguson</td>
+      <td>2014</td>
+      <td>102</td>
+      <td>7.9</td>
+      <td>177M</td>
+    </tr>
+    <tr>
+      <td>RoboCop</td>
+      <td>Action,Crime,Sci-Fi</td>
+      <td>José Padilha</td>
+      <td>Joel Kinnaman, Gary Oldman, Michael Keaton, Abbie Cornish</td>
+      <td>2014</td>
+      <td>117</td>
+      <td>6.2</td>
+      <td>58.61</td>
+    </tr>
+    <tr>
+      <td>In Dubious Battle</td>
+      <td>Drama</td>
+      <td>James Franco</td>
+      <td>Nat Wolff, James Franco, Vincent D'Onofrio, Selena Gomez</td>
+      <td>2016</td>
+      <td>110</td>
+      <td>6.2</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Hello, My Name Is Doris</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Michael Showalter</td>
+      <td>Sally Field, Max Greenfield, Tyne Daly, Wendi McLendon-Covey</td>
+      <td>2015</td>
+      <td>95</td>
+      <td>6.7</td>
+      <td>14.44</td>
+    </tr>
+    <tr>
+      <td>Ocean's Thirteen</td>
+      <td>Crime,Thriller</td>
+      <td>Steven Soderbergh</td>
+      <td>George Clooney, Brad Pitt, Matt Damon,Michael Mantell</td>
+      <td>2007</td>
+      <td>122</td>
+      <td>6.9</td>
+      <td>117.14M</td>
+    </tr>
+    <tr>
+      <td>Slither</td>
+      <td>Comedy,Horror,Sci-Fi</td>
+      <td>James Gunn</td>
+      <td>Nathan Fillion, Elizabeth Banks, Michael Rooker, Don Thompson</td>
+      <td>2006</td>
+      <td>95</td>
+      <td>6.5</td>
+      <td>7.77</td>
+    </tr>
+    <tr>
+      <td>Contagion</td>
+      <td>Drama,Thriller</td>
+      <td>Steven Soderbergh</td>
+      <td>Matt Damon, Kate Winslet, Jude Law, Gwyneth Paltrow</td>
+      <td>2011</td>
+      <td>106</td>
+      <td>6.6</td>
+      <td>75.64</td>
+    </tr>
+    <tr>
+      <td>Il racconto dei racconti - Tale of Tales</td>
+      <td>Drama,Fantasy,Horror</td>
+      <td>Matteo Garrone</td>
+      <td>Salma Hayek, Vincent Cassel, Toby Jones, John C. Reilly</td>
+      <td>2015</td>
+      <td>133</td>
+      <td>6.4</td>
+      <td>0.08</td>
+    </tr>
+    <tr>
+      <td>I Am the Pretty Thing That Lives in the House</td>
+      <td>Thriller</td>
+      <td>Oz Perkins</td>
+      <td>Ruth Wilson, Paula Prentiss, Lucy Boynton, Bob Balaban</td>
+      <td>2016</td>
+      <td>87</td>
+      <td>4.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Bridge to Terabithia</td>
+      <td>Adventure,Drama,Family</td>
+      <td>Gabor Csupo</td>
+      <td>Josh Hutcherson, AnnaSophia Robb, Zooey Deschanel, Robert Patrick</td>
+      <td>2007</td>
+      <td>96</td>
+      <td>7.2</td>
+      <td>82.23</td>
+    </tr>
+    <tr>
+      <td>Coherence</td>
+      <td>Mystery,Sci-Fi,Thriller</td>
+      <td>James Ward Byrkit</td>
+      <td>Emily Baldoni, Maury Sterling, Nicholas Brendon, Elizabeth Gracen</td>
+      <td>2013</td>
+      <td>89</td>
+      <td>7.2</td>
+      <td>0.07</td>
+    </tr>
+    <tr>
+      <td>Notorious</td>
+      <td>Biography,Crime,Drama</td>
+      <td>George Tillman Jr.</td>
+      <td>Jamal Woolard, Anthony Mackie, Derek Luke,Momo Dione</td>
+      <td>2009</td>
+      <td>122</td>
+      <td>6.7</td>
+      <td>36.84</td>
+    </tr>
+    <tr>
+      <td>Goksung</td>
+      <td>Drama,Fantasy,Horror</td>
+      <td>Hong-jin Na</td>
+      <td>Jun Kunimura, Jung-min Hwang, Do-won Kwak, Woo-hee Chun</td>
+      <td>2016</td>
+      <td>156</td>
+      <td>7.5</td>
+      <td>0.79</td>
+    </tr>
+    <tr>
+      <td>The Expendables 2</td>
+      <td>Action,Adventure,Thriller</td>
+      <td>Simon West</td>
+      <td>Sylvester Stallone, Liam Hemsworth, Randy Couture,Jean-Claude Van Damme</td>
+      <td>2012</td>
+      <td>103</td>
+      <td>6.6</td>
+      <td>85.02</td>
+    </tr>
+    <tr>
+      <td>The Girl Next Door</td>
+      <td>Crime,Drama,Horror</td>
+      <td>Gregory Wilson</td>
+      <td>William Atherton, Blythe Auffarth, Blanche Baker,Kevin Chamberlin</td>
+      <td>2007</td>
+      <td>91</td>
+      <td>6.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Perfume: The Story of a Murderer</td>
+      <td>Crime,Drama,Fantasy</td>
+      <td>Tom Tykwer</td>
+      <td>Ben Whishaw, Dustin Hoffman, Alan Rickman,Francesc Albiol</td>
+      <td>2006</td>
+      <td>147</td>
+      <td>7.5</td>
+      <td>2.21</td>
+    </tr>
+    <tr>
+      <td>The Golden Compass</td>
+      <td>Adventure,Family,Fantasy</td>
+      <td>Chris Weitz</td>
+      <td>Nicole Kidman, Daniel Craig, Dakota Blue Richards, Ben Walker</td>
+      <td>2007</td>
+      <td>113</td>
+      <td>6.1</td>
+      <td>70.08</td>
+    </tr>
+    <tr>
+      <td>Centurion</td>
+      <td>Action,Adventure,Drama</td>
+      <td>Neil Marshall</td>
+      <td>Michael      fassbender, Dominic West, Olga Kurylenko,Andreas Wisniewski</td>
+      <td>2010</td>
+      <td>97</td>
+      <td>6.4</td>
+      <td>0.12</td>
+    </tr>
+    <tr>
+      <td>Scouts Guide to the Zombie Apocalypse</td>
+      <td>Action,Comedy,Horror</td>
+      <td>Christopher Landon</td>
+      <td>Tye Sheridan, Logan Miller, Joey Morgan,Sarah Dumont</td>
+      <td>2015</td>
+      <td>93</td>
+      <td>6.3</td>
+      <td>3.64</td>
+    </tr>
+    <tr>
+      <td>17 Again</td>
+      <td>Comedy,Drama,Family</td>
+      <td>Burr Steers</td>
+      <td>Zac Efron, Matthew Perry, Leslie Mann, Thomas Lennon</td>
+      <td>2009</td>
+      <td>102</td>
+      <td>6.4</td>
+      <td>64.15</td>
+    </tr>
+    <tr>
+      <td>No Escape</td>
+      <td>Action,Thriller</td>
+      <td>John Erick Dowdle</td>
+      <td>Lake Bell, Pierce Brosnan, Owen Wilson,Chatchawai Kamonsakpitak</td>
+      <td>2015</td>
+      <td>103</td>
+      <td>6.8</td>
+      <td>27.29</td>
+    </tr>
+    <tr>
+      <td>Superman Returns</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>Bryan Singer</td>
+      <td>Brandon Routh, Kevin Spacey, Kate Bosworth, James Marsden</td>
+      <td>2006</td>
+      <td>154</td>
+      <td>6.1</td>
+      <td>200.07</td>
+    </tr>
+    <tr>
+      <td>The Twilight Saga: Breaking Dawn - Part 1</td>
+      <td>Adventure,Drama,Fantasy</td>
+      <td>Bill Condon</td>
+      <td>Kristen Stewart, Robert Pattinson, Taylor Lautner, Gil Birmingham</td>
+      <td>2011</td>
+      <td>117</td>
+      <td>4.9</td>
+      <td>281.28</td>
+    </tr>
+    <tr>
+      <td>Precious</td>
+      <td>Drama</td>
+      <td>Lee Daniels</td>
+      <td>Gabourey Sidibe, Mo'Nique, Paula Patton, Mariah Carey</td>
+      <td>2009</td>
+      <td>110</td>
+      <td>7.3</td>
+      <td>47.54</td>
+    </tr>
+    <tr>
+      <td>The Sea of Trees</td>
+      <td>Drama</td>
+      <td>Gus Van Sant</td>
+      <td>Matthew McConaughey, Naomi Watts, Ken Watanabe,Ryoko Seta</td>
+      <td>2015</td>
+      <td>110</td>
+      <td>5.9</td>
+      <td>0.02</td>
+    </tr>
+    <tr>
+      <td>Good Kids</td>
+      <td>Comedy</td>
+      <td>Chris McCoy</td>
+      <td>Zoey Deutch, Nicholas Braun, Mateo Arias, Israel Broussard</td>
+      <td>2016</td>
+      <td>86</td>
+      <td>6.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Master</td>
+      <td>Drama</td>
+      <td>Paul Thomas Anderson</td>
+      <td>Philip Seymour Hoffman, Joaquin Phoenix,Amy Adams, Jesse Plemons</td>
+      <td>2012</td>
+      <td>144</td>
+      <td>7.1</td>
+      <td>16.38</td>
+    </tr>
+    <tr>
+      <td>Footloose</td>
+      <td>Comedy,Drama,Music</td>
+      <td>Craig Brewer</td>
+      <td>Kenny Wormald, Julianne Hough, Dennis Quaid,Andie MacDowell</td>
+      <td>2011</td>
+      <td>113</td>
+      <td>5.9</td>
+      <td>51.78</td>
+    </tr>
+    <tr>
+      <td>If I Stay</td>
+      <td>Drama,Fantasy,Music</td>
+      <td>R.J. Cutler</td>
+      <td>Chloë Grace Moretz, Mireille Enos, Jamie Blackley,Joshua Leonard</td>
+      <td>2014</td>
+      <td>107</td>
+      <td>6.8</td>
+      <td>50.46</td>
+    </tr>
+    <tr>
+      <td>The Ticket</td>
+      <td>Drama</td>
+      <td>Ido Fluk</td>
+      <td>Dan Stevens, Malin Akerman, Oliver Platt, Kerry Bishé</td>
+      <td>2016</td>
+      <td>97</td>
+      <td>5.4</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Detour</td>
+      <td>Thriller</td>
+      <td>Christopher Smith</td>
+      <td>Tye Sheridan, Emory Cohen, Bel Powley,Stephen Moyer</td>
+      <td>2016</td>
+      <td>97</td>
+      <td>6.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Love Witch</td>
+      <td>Comedy,Horror</td>
+      <td>Anna Biller</td>
+      <td>Samantha Robinson, Jeffrey Vincent Parise, Laura Waddell, Gian Keys</td>
+      <td>2016</td>
+      <td>120</td>
+      <td>6.2</td>
+      <td>0.22</td>
+    </tr>
+    <tr>
+      <td>Talladega Nights: The Ballad of Ricky Bobby</td>
+      <td>Action,Comedy,Sport</td>
+      <td>Adam McKay</td>
+      <td>Will Ferrell, John C. Reilly, Sacha Baron Cohen, Gary Cole</td>
+      <td>2006</td>
+      <td>108</td>
+      <td>6.6</td>
+      <td>148.21M</td>
+    </tr>
+    <tr>
+      <td>The Human Centipede (First Sequence)</td>
+      <td>Horror</td>
+      <td>Tom Six</td>
+      <td>Dieter Laser, Ashley C. Williams, Ashlynn Yennie, Akihiro Kitamura</td>
+      <td>2009</td>
+      <td>92</td>
+      <td>4.4</td>
+      <td>0.18</td>
+    </tr>
+    <tr>
+      <td>Super</td>
+      <td>Comedy,Drama</td>
+      <td>James Gunn</td>
+      <td>Rainn Wilson, Ellen Page, Liv Tyler, Kevin Bacon</td>
+      <td>2010</td>
+      <td>96</td>
+      <td>6.8</td>
+      <td>0.32</td>
+    </tr>
+    <tr>
+      <td>The Siege of Jadotville</td>
+      <td>Action,Drama,Thriller</td>
+      <td>Richie Smyth</td>
+      <td>Jamie Dornan, Mark Strong, Jason O'Mara, Michael McElhatton</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>7.3</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Up in the Air</td>
+      <td>Drama,Romance</td>
+      <td>Jason Reitman</td>
+      <td>George Clooney, Vera Farmiga, Anna Kendrick,Jason Bateman</td>
+      <td>2009</td>
+      <td>109</td>
+      <td>7.4</td>
+      <td>83.81</td>
+    </tr>
+    <tr>
+      <td>The Midnight Meat Train</td>
+      <td>Horror,Mystery</td>
+      <td>Ryûhei Kitamura</td>
+      <td>Vinnie Jones, Bradley Cooper, Leslie Bibb, Brooke Shields</td>
+      <td>2008</td>
+      <td>98</td>
+      <td>6.1</td>
+      <td>0.07</td>
+    </tr>
+    <tr>
+      <td>The Twilight Saga: Eclipse</td>
+      <td>Adventure,Drama,Fantasy</td>
+      <td>David Slade</td>
+      <td>Kristen Stewart, Robert Pattinson, Taylor Lautner,Xavier Samuel</td>
+      <td>2010</td>
+      <td>124</td>
+      <td>4.9</td>
+      <td>300.52</td>
+    </tr>
+    <tr>
+      <td>Transpecos</td>
+      <td>Thriller</td>
+      <td>Greg Kwedar</td>
+      <td>Johnny Simmons, Gabriel Luna, Clifton Collins Jr.,David Acord</td>
+      <td>2016</td>
+      <td>86</td>
+      <td>5.8</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>What's Your Number?</td>
+      <td>Comedy,Romance</td>
+      <td>Mark Mylod</td>
+      <td>Anna Faris, Chris Evans, Ari Graynor, Blythe Danner</td>
+      <td>2011</td>
+      <td>106</td>
+      <td>6.1</td>
+      <td>13.99</td>
+    </tr>
+    <tr>
+      <td>Riddick</td>
+      <td>Action,Sci-Fi,Thriller</td>
+      <td>David Twohy</td>
+      <td>Vin Diesel, Karl Urban, Katee Sackhoff, Jordi Mollà</td>
+      <td>2013</td>
+      <td>119</td>
+      <td>6.4</td>
+      <td>42</td>
+    </tr>
+    <tr>
+      <td>Triangle</td>
+      <td>Fantasy,Mystery,Thriller</td>
+      <td>Christopher Smith</td>
+      <td>Melissa George, Joshua McIvor, Jack Taylor,Michael Dorman</td>
+      <td>2009</td>
+      <td>99</td>
+      <td>6.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Butler</td>
+      <td>Biography,Drama</td>
+      <td>Lee Daniels</td>
+      <td>Forest Whitaker, Oprah Winfrey, John Cusack, Jane Fonda</td>
+      <td>2013</td>
+      <td>132</td>
+      <td>7.2</td>
+      <td>116.63M</td>
+    </tr>
+    <tr>
+      <td>King Cobra</td>
+      <td>Crime,Drama</td>
+      <td>Justin Kelly</td>
+      <td>Garrett Clayton, Christian Slater, Molly Ringwald,James Kelley</td>
+      <td>2016</td>
+      <td>91</td>
+      <td>5.6</td>
+      <td>0.03</td>
+    </tr>
+    <tr>
+      <td>After Earth</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>M. Night Shyamalan</td>
+      <td>Jaden Smith, David Denman, Will Smith,Sophie Okonedo</td>
+      <td>2013</td>
+      <td>100</td>
+      <td>4.9</td>
+      <td>60.52</td>
+    </tr>
+    <tr>
+      <td>Kicks</td>
+      <td>Adventure</td>
+      <td>Justin Tipping</td>
+      <td>Jahking Guillory, Christopher Jordan Wallace,Christopher Meyer, Kofi Siriboe</td>
+      <td>2016</td>
+      <td>80</td>
+      <td>6.1</td>
+      <td>0.15</td>
+    </tr>
+    <tr>
+      <td>Me and Earl and the Dying Girl</td>
+      <td>Comedy,Drama</td>
+      <td>Alfonso Gomez-Rejon</td>
+      <td>Thomas Mann, RJ Cyler, Olivia Cooke, Nick Offerman</td>
+      <td>2015</td>
+      <td>105</td>
+      <td>7.8</td>
+      <td>6.74</td>
+    </tr>
+    <tr>
+      <td>The Descendants</td>
+      <td>Comedy,Drama</td>
+      <td>Alexander Payne</td>
+      <td>George Clooney, Shailene Woodley, Amara Miller, Nick Krause</td>
+      <td>2011</td>
+      <td>115</td>
+      <td>7.3</td>
+      <td>82.62</td>
+    </tr>
+    <tr>
+      <td>Sex and the City 2</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Michael Patrick King</td>
+      <td>Sarah Jessica Parker, Kim Cattrall, Kristin Davis, Cynthia Nixon</td>
+      <td>2010</td>
+      <td>146</td>
+      <td>4.3</td>
+      <td>95.33</td>
+    </tr>
+    <tr>
+      <td>The Kings of Summer</td>
+      <td>Adventure,Comedy,Drama</td>
+      <td>Jordan Vogt-Roberts</td>
+      <td>Nick Robinson, Gabriel Basso, Moises Arias,Nick Offerman</td>
+      <td>2013</td>
+      <td>95</td>
+      <td>7.2</td>
+      <td>1.29</td>
+    </tr>
+    <tr>
+      <td>Death Race</td>
+      <td>Action,Sci-Fi,Thriller</td>
+      <td>Paul W.S. Anderson</td>
+      <td>Jason Statham, Joan Allen, Tyrese Gibson, Ian McShane</td>
+      <td>2008</td>
+      <td>105</td>
+      <td>6.4</td>
+      <td>36.06</td>
+    </tr>
+    <tr>
+      <td>That Awkward Moment</td>
+      <td>Comedy,Romance</td>
+      <td>Tom Gormican</td>
+      <td>Zac Efron, Michael B. Jordan, Miles Teller, Imogen Poots</td>
+      <td>2014</td>
+      <td>94</td>
+      <td>6.2</td>
+      <td>26.05</td>
+    </tr>
+    <tr>
+      <td>Legion</td>
+      <td>Action,Fantasy,Horror</td>
+      <td>Scott Stewart</td>
+      <td>Paul Bettany, Dennis Quaid, Charles S. Dutton, Lucas Black</td>
+      <td>2010</td>
+      <td>100</td>
+      <td>5.2</td>
+      <td>40.17</td>
+    </tr>
+    <tr>
+      <td>End of Watch</td>
+      <td>Crime,Drama,Thriller</td>
+      <td>David Ayer</td>
+      <td>Jake Gyllenhaal, Michael Peña, Anna Kendrick, America Ferrera</td>
+      <td>2012</td>
+      <td>109</td>
+      <td>7.7</td>
+      <td>40.98</td>
+    </tr>
+    <tr>
+      <td>3 Days to Kill</td>
+      <td>Action,Drama,Thriller</td>
+      <td>McG</td>
+      <td>Kevin Costner, Hailee Steinfeld, Connie Nielsen, Amber Heard</td>
+      <td>2014</td>
+      <td>117</td>
+      <td>6.2</td>
+      <td>30.69</td>
+    </tr>
+    <tr>
+      <td>Lucky Number Slevin</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Paul McGuigan</td>
+      <td>Josh Hartnett, Ben Kingsley, Morgan Freeman, Lucy Liu</td>
+      <td>2006</td>
+      <td>110</td>
+      <td>7.8</td>
+      <td>22.49</td>
+    </tr>
+    <tr>
+      <td>Trance</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Danny Boyle</td>
+      <td>James McAvoy, Rosario Dawson, Vincent Cassel,Danny Sapani</td>
+      <td>2013</td>
+      <td>101</td>
+      <td>7</td>
+      <td>2.32</td>
+    </tr>
+    <tr>
+      <td>Into the Forest</td>
+      <td>Drama,Sci-Fi,Thriller</td>
+      <td>Patricia Rozema</td>
+      <td>Ellen Page, Evan Rachel Wood, Max Minghella,Callum Keith Rennie</td>
+      <td>2015</td>
+      <td>101</td>
+      <td>5.9</td>
+      <td>0.01</td>
+    </tr>
+    <tr>
+      <td>The Other Boleyn Girl</td>
+      <td>Biography,Drama,History</td>
+      <td>Justin Chadwick</td>
+      <td>Natalie Portman, Scarlett Johansson, Eric Bana,Jim Sturgess</td>
+      <td>2008</td>
+      <td>115</td>
+      <td>6.7</td>
+      <td>26.81</td>
+    </tr>
+    <tr>
+      <td>I Spit on Your Grave</td>
+      <td>Crime,Horror,Thriller</td>
+      <td>Steven R. Monroe</td>
+      <td>Sarah Butler, Jeff Branson, Andrew Howard,Daniel Franzese</td>
+      <td>2010</td>
+      <td>108</td>
+      <td>6.3</td>
+      <td>0.09</td>
+    </tr>
+    <tr>
+      <td>Custody</td>
+      <td>Drama</td>
+      <td>James Lapine</td>
+      <td>Viola Davis, Hayden Panettiere, Catalina Sandino Moreno, Ellen Burstyn</td>
+      <td>2016</td>
+      <td>104</td>
+      <td>6.9</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Inland Empire</td>
+      <td>Drama,Mystery,Thriller</td>
+      <td>David Lynch</td>
+      <td>Laura Dern, Jeremy Irons, Justin Theroux, Karolina Gruszka</td>
+      <td>2006</td>
+      <td>180</td>
+      <td>7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>L'odyssée</td>
+      <td>Adventure,Biography</td>
+      <td>Jérôme Salle</td>
+      <td>Lambert Wilson, Pierre Niney, Audrey Tautou,Laurent Lucas</td>
+      <td>2016</td>
+      <td>122</td>
+      <td>6.7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Walk</td>
+      <td>Adventure,Biography,Crime</td>
+      <td>Robert Zemeckis</td>
+      <td>Joseph Gordon-Levitt, Charlotte Le Bon,Guillaume Baillargeon, Émilie Leclerc</td>
+      <td>2015</td>
+      <td>123</td>
+      <td>7.3</td>
+      <td>10.14</td>
+    </tr>
+    <tr>
+      <td>Wrecker</td>
+      <td>Action,Horror,Thriller</td>
+      <td>Micheal Bafaro</td>
+      <td>Anna Hutchison, Andrea Whitburn, Jennifer Koenig,Michael Dickson</td>
+      <td>2015</td>
+      <td>83</td>
+      <td>3.5</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Lone Ranger</td>
+      <td>Action,Adventure,Western</td>
+      <td>Gore Verbinski</td>
+      <td>Johnny Depp, Armie Hammer, William Fichtner,Tom Wilkinson</td>
+      <td>2013</td>
+      <td>150</td>
+      <td>6.5</td>
+      <td>89.29</td>
+    </tr>
+    <tr>
+      <td>Texas Chainsaw 3D</td>
+      <td>Horror,Thriller</td>
+      <td>John Luessenhop</td>
+      <td>Alexandra Daddario, Tania Raymonde, Scott Eastwood, Trey Songz</td>
+      <td>2013</td>
+      <td>92</td>
+      <td>4.8</td>
+      <td>34.33M</td>
+    </tr>
+    <tr>
+      <td>Disturbia</td>
+      <td>Drama,Mystery,Thriller</td>
+      <td>D.J. Caruso</td>
+      <td>Shia LaBeouf, David Morse, Carrie-Anne Moss, Sarah Roemer</td>
+      <td>2007</td>
+      <td>105</td>
+      <td>6.9</td>
+      <td>80.05</td>
+    </tr>
+    <tr>
+      <td>Rock of Ages</td>
+      <td>Comedy,Drama,Musical</td>
+      <td>Adam Shankman</td>
+      <td>Julianne Hough, Diego Boneta, Tom Cruise, Alec Baldwin</td>
+      <td>2012</td>
+      <td>123</td>
+      <td>5.9</td>
+      <td>38.51</td>
+    </tr>
+    <tr>
+      <td>Scream 4</td>
+      <td>Horror,Mystery</td>
+      <td>Wes Craven</td>
+      <td>Neve Campbell, Courteney Cox, David Arquette, Lucy Hale</td>
+      <td>2011</td>
+      <td>111</td>
+      <td>6.2</td>
+      <td>38.18</td>
+    </tr>
+    <tr>
+      <td>Queen of Katwe</td>
+      <td>Biography,Drama,Sport</td>
+      <td>Mira Nair</td>
+      <td>Madina Nalwanga, David Oyelowo, Lupita Nyong'o, Martin Kabanza</td>
+      <td>2016</td>
+      <td>124</td>
+      <td>7.4</td>
+      <td>8.81</td>
+    </tr>
+    <tr>
+      <td>My Big Fat Greek Wedding 2</td>
+      <td>Comedy,Family,Romance</td>
+      <td>Kirk Jones</td>
+      <td>Nia Vardalos, John Corbett, Michael Constantine, Lainie Kazan</td>
+      <td>2016</td>
+      <td>94</td>
+      <td>6</td>
+      <td>59.57</td>
+    </tr>
+    <tr>
+      <td>Dark Places</td>
+      <td>Drama,Mystery,Thriller</td>
+      <td>Gilles Paquet-Brenner</td>
+      <td>Charlize Theron, Nicholas Hoult, Christina Hendricks, Chloë Grace Moretz</td>
+      <td>2015</td>
+      <td>113</td>
+      <td>6.2</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Amateur Night</td>
+      <td>Comedy</td>
+      <td>Lisa Addario</td>
+      <td>Jason Biggs, Janet Montgomery,Ashley Tisdale, Bria L. Murphy</td>
+      <td>2016</td>
+      <td>92</td>
+      <td>5</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>It's Only the End of the World</td>
+      <td>Drama</td>
+      <td>Xavier Dolan</td>
+      <td>Nathalie Baye, Vincent Cassel, Marion Cotillard, Léa Seydoux</td>
+      <td>2016</td>
+      <td>97</td>
+      <td>7</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Skin I Live In</td>
+      <td>Drama,Thriller</td>
+      <td>Pedro Almodóvar</td>
+      <td>Antonio Banderas, Elena Anaya, Jan Cornet,Marisa Paredes</td>
+      <td>2011</td>
+      <td>120</td>
+      <td>7.6</td>
+      <td>3.19</td>
+    </tr>
+    <tr>
+      <td>Miracles from Heaven</td>
+      <td>Biography,Drama,Family</td>
+      <td>Patricia Riggen</td>
+      <td>Jennifer Garner, Kylie Rogers, Martin Henderson,Brighton Sharbino</td>
+      <td>2016</td>
+      <td>109</td>
+      <td>7</td>
+      <td>61.69</td>
+    </tr>
+    <tr>
+      <td>Annie</td>
+      <td>Comedy,Drama,Family</td>
+      <td>Will Gluck</td>
+      <td>Quvenzhané Wallis, Cameron Diaz, Jamie Foxx, Rose Byrne</td>
+      <td>2014</td>
+      <td>118</td>
+      <td>5.3</td>
+      <td>85.91</td>
+    </tr>
+    <tr>
+      <td>Across the Universe</td>
+      <td>Drama,Fantasy,Musical</td>
+      <td>Julie Taymor</td>
+      <td>Evan Rachel Wood, Jim Sturgess, Joe Anderson, Dana Fuchs</td>
+      <td>2007</td>
+      <td>133</td>
+      <td>7.4</td>
+      <td>24.34</td>
+    </tr>
+    <tr>
+      <td>Let's Be Cops</td>
+      <td>Comedy</td>
+      <td>Luke Greenfield</td>
+      <td>Jake Johnson, Damon Wayans Jr., Rob Riggle, Nina Dobrev</td>
+      <td>2014</td>
+      <td>104</td>
+      <td>6.5</td>
+      <td>82.39</td>
+    </tr>
+    <tr>
+      <td>Max</td>
+      <td>Adventure,Family</td>
+      <td>Boaz Yakin</td>
+      <td>Thomas Haden Church, Josh Wiggins, Luke Kleintank,Lauren Graham</td>
+      <td>2015</td>
+      <td>111</td>
+      <td>6.8</td>
+      <td>42.65</td>
+    </tr>
+    <tr>
+      <td>Your Highness</td>
+      <td>Adventure,Comedy,Fantasy</td>
+      <td>David Gordon Green</td>
+      <td>Danny McBride, Natalie Portman, James Franco, Rasmus Hardiker</td>
+      <td>2011</td>
+      <td>102</td>
+      <td>5.6</td>
+      <td>21.56</td>
+    </tr>
+    <tr>
+      <td>Final Destination 5</td>
+      <td>Horror,Thriller</td>
+      <td>Steven Quale</td>
+      <td>Nicholas D'Agosto, Emma Bell, Arlen Escarpeta, Miles Fisher</td>
+      <td>2011</td>
+      <td>92</td>
+      <td>5.9</td>
+      <td>42.58</td>
+    </tr>
+    <tr>
+      <td>Endless Love</td>
+      <td>Drama,Romance</td>
+      <td>Shana Feste</td>
+      <td>Gabriella Wilde, Alex Pettyfer, Bruce Greenwood,Robert Patrick</td>
+      <td>2014</td>
+      <td>104</td>
+      <td>6.3</td>
+      <td>23.39</td>
+    </tr>
+    <tr>
+      <td>Martyrs</td>
+      <td>Horror</td>
+      <td>Pascal Laugier</td>
+      <td>Morjana Alaoui, Mylène Jampanoï, Catherine Bégin,Robert Toupin</td>
+      <td>2008</td>
+      <td>99</td>
+      <td>7.1</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Selma</td>
+      <td>Biography,Drama,History</td>
+      <td>Ava DuVernay</td>
+      <td>David Oyelowo, Carmen Ejogo, Tim Roth, Lorraine Toussaint</td>
+      <td>2014</td>
+      <td>128</td>
+      <td>7.5</td>
+      <td>52.07</td>
+    </tr>
+    <tr>
+      <td>Underworld: Rise of the Lycans</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Patrick Tatopoulos</td>
+      <td>Rhona Mitra, Michael Sheen, Bill Nighy, Steven Mackintosh</td>
+      <td>2009</td>
+      <td>92</td>
+      <td>6.6</td>
+      <td>45.8</td>
+    </tr>
+    <tr>
+      <td>Taare Zameen Par</td>
+      <td>Drama,Family,Music</td>
+      <td>Aamir Khan</td>
+      <td>Darsheel Safary, Aamir Khan, Tanay Chheda, Sachet Engineer</td>
+      <td>2007</td>
+      <td>165</td>
+      <td>8.5</td>
+      <td>1.2</td>
+    </tr>
+    <tr>
+      <td>Take Me Home Tonight</td>
+      <td>Comedy,Drama,Romance</td>
+      <td>Michael Dowse</td>
+      <td>Topher Grace, Anna Faris, Dan Fogler, Teresa Palmer</td>
+      <td>2011</td>
+      <td>97</td>
+      <td>6.3</td>
+      <td>6.92</td>
+    </tr>
+    <tr>
+      <td>Resident Evil: Afterlife</td>
+      <td>Action,Adventure,Horror</td>
+      <td>Paul W.S. Anderson</td>
+      <td>Milla Jovovich, Ali Larter, Wentworth Miller,Kim Coates</td>
+      <td>2010</td>
+      <td>97</td>
+      <td>5.9</td>
+      <td>60.13</td>
+    </tr>
+    <tr>
+      <td>Project X</td>
+      <td>Comedy</td>
+      <td>Nima Nourizadeh</td>
+      <td>Thomas Mann, Oliver Cooper, Jonathan Daniel Brown, Dax Flame</td>
+      <td>2012</td>
+      <td>88</td>
+      <td>6.7</td>
+      <td>54.72</td>
+    </tr>
+    <tr>
+      <td>Secret in Their Eyes</td>
+      <td>Crime,Drama,Mystery</td>
+      <td>Billy Ray</td>
+      <td>Chiwetel Ejiofor, Nicole Kidman, Julia Roberts, Dean Norris</td>
+      <td>2015</td>
+      <td>111</td>
+      <td>6.2</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Hostel: Part II</td>
+      <td>Horror</td>
+      <td>Eli Roth</td>
+      <td>Lauren German, Heather Matarazzo, Bijou Phillips, Roger Bart</td>
+      <td>2007</td>
+      <td>94</td>
+      <td>5.5</td>
+      <td>17.54</td>
+    </tr>
+    <tr>
+      <td>Step Up 2: The Streets</td>
+      <td>Drama,Music,Romance</td>
+      <td>Jon M. Chu</td>
+      <td>Robert Hoffman, Briana Evigan, Cassie Ventura, Adam G. Sevani</td>
+      <td>2008</td>
+      <td>98</td>
+      <td>6.2</td>
+      <td>58.01</td>
+    </tr>
+    <tr>
+      <td>Search Party</td>
+      <td>Adventure,Comedy</td>
+      <td>Scot Armstrong</td>
+      <td>Adam Pally, T.J. Miller, Thomas Middleditch,Shannon Woodward</td>
+      <td>2014</td>
+      <td>93</td>
+      <td>5.6</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>Nine Lives</td>
+      <td>Comedy,Family,Fantasy</td>
+      <td>Barry Sonnenfeld</td>
+      <td>Kevin Spacey, Jennifer Garner, Robbie Amell,Cheryl Hines</td>
+      <td>2016</td>
+      <td>87</td>
+      <td>5.3</td>
+      <td>19.64</td>
+    </tr>
+    <tr>
+      <td>Hamilton</td>
+      <td>Biography, Drama, History</td>
+      <td>Thomas Kail</td>
+      <td>Lin-Manuel Miranda, Phillipa Soo, Leslie Odom Jr., Renée Elise Goldsberry</td>
+      <td>2020</td>
+      <td>160</td>
+      <td>8.6</td>
+      <td>612.82</td>
+    </tr>
+    <tr>
+      <td>Gisaengchung</td>
+      <td>Comedy, Drama, Thriller</td>
+      <td>Bong Joon Ho</td>
+      <td>Kang-ho Song, Lee Sun-kyun, Cho Yeo-jeong, Choi Woo-sik</td>
+      <td>2019</td>
+      <td>132</td>
+      <td>8.6</td>
+      <td>53.37</td>
+    </tr>
+    <tr>
+      <td>Soorarai Pottru</td>
+      <td>Drama</td>
+      <td>Sudha Kongara</td>
+      <td>Suriya, Madhavan, Paresh Rawal, Aparna Balamurali</td>
+      <td>2020</td>
+      <td>153</td>
+      <td>8.6</td>
+      <td>5.93</td>
+    </tr>
+    <tr>
+      <td>Joker</td>
+      <td>Crime, Drama, Thriller</td>
+      <td>Todd Phillips</td>
+      <td>Joaquin Phoenix, Robert De Niro, Zazie Beetz, Frances Conroy</td>
+      <td>2019</td>
+      <td>122</td>
+      <td>8.5</td>
+      <td>335.45</td>
+    </tr>
+    <tr>
+      <td>Capharnaüm</td>
+      <td>Drama</td>
+      <td>Nadine Labaki</td>
+      <td>Zain Al Rafeea, Yordanos Shiferaw, Boluwatife Treasure Bankole, Kawsar Al Haddad</td>
+      <td>2018</td>
+      <td>126</td>
+      <td>8.4</td>
+      <td>1.66</td>
+    </tr>
+    <tr>
+      <td>Ayla: The Daughter of War</td>
+      <td>Biography, Drama, History</td>
+      <td>Can Ulkay</td>
+      <td>Erdem Can, Çetin Tekindor, Ismail Hacioglu, Kyung-jin Lee</td>
+      <td>2017</td>
+      <td>125</td>
+      <td>8.4</td>
+      <td>16.2</td>
+    </tr>
+    <tr>
+      <td>Vikram Vedha</td>
+      <td>Action, Crime, Drama</td>
+      <td>Gayatri</td>
+      <td>Pushkar, Madhavan, Vijay Sethupathi, Shraddha Srinath</td>
+      <td>2017</td>
+      <td>147</td>
+      <td>8.4</td>
+      <td>9.06</td>
+    </tr>
+    <tr>
+      <td>Spider-Man: Into the Spider-Verse</td>
+      <td>Animation, Action, Adventure</td>
+      <td>Bob Persichetti</td>
+      <td>Peter Ramsey, Rodney Rothman, Shameik Moore, Jake Johnson</td>
+      <td>2018</td>
+      <td>117</td>
+      <td>8.4</td>
+      <td>190.24</td>
+    </tr>
+    <tr>
+      <td>Avengers: Endgame</td>
+      <td>Action, Adventure, Drama</td>
+      <td>Anthony Russo</td>
+      <td>Joe Russo, Robert Downey Jr., Chris Evans, Mark Ruffalo</td>
+      <td>2019</td>
+      <td>181</td>
+      <td>8.4</td>
+      <td>858.37</td>
+    </tr>
+    <tr>
+      <td>Avengers: Infinity War</td>
+      <td>Action, Adventure, Sci-Fi</td>
+      <td>Anthony Russo</td>
+      <td>Joe Russo, Robert Downey Jr., Chris Hemsworth, Mark Ruffalo</td>
+      <td>2018</td>
+      <td>149</td>
+      <td>8.4</td>
+      <td>678.82</td>
+    </tr>
+    <tr>
+      <td>Coco</td>
+      <td>Animation, Adventure, Family</td>
+      <td>Lee Unkrich</td>
+      <td>Adrian Molina, Anthony Gonzalez, Gael García Bernal, Benjamin Bratt</td>
+      <td>2017</td>
+      <td>105</td>
+      <td>8.4</td>
+      <td>209.73</td>
+    </tr>
+    <tr>
+      <td>1917</td>
+      <td>Drama, Thriller, War</td>
+      <td>Sam Mendes</td>
+      <td>Dean-Charles Chapman, George MacKay, Daniel Mays, Colin Firth</td>
+      <td>2019</td>
+      <td>119</td>
+      <td>8.3</td>
+      <td>159.23</td>
+    </tr>
+    <tr>
+      <td>Tumbbad</td>
+      <td>Drama, Fantasy, Horror</td>
+      <td>Rahi Anil Barve</td>
+      <td>Anand Gandhi, Adesh Prasad, Sohum Shah, Jyoti Malshe</td>
+      <td>2018</td>
+      <td>104</td>
+      <td>8.3</td>
+      <td>0.66</td>
+    </tr>
+    <tr>
+      <td>Andhadhun</td>
+      <td>Crime, Drama, Music</td>
+      <td>Sriram Raghavan</td>
+      <td>Ayushmann Khurrana, Tabu, Radhika Apte, Anil Dhawan</td>
+      <td>2018</td>
+      <td>139</td>
+      <td>8.3</td>
+      <td>1.37</td>
+    </tr>
+    <tr>
+      <td>Miracle in cell NO.7</td>
+      <td>Drama</td>
+      <td>Mehmet Ada Öztekin</td>
+      <td>Aras Bulut Iynemli, Nisa Sofiya Aksongur, Deniz Baysal, Celile Toyon Uysal</td>
+      <td>2019</td>
+      <td>132</td>
+      <td>8.3</td>
+      <td>80.3</td>
+    </tr>
+    <tr>
+      <td>Chhichhore</td>
+      <td>Comedy, Drama</td>
+      <td>Nitesh Tiwari</td>
+      <td>Sushant Singh Rajput, Shraddha Kapoor, Varun Sharma, Prateik</td>
+      <td>2019</td>
+      <td>143</td>
+      <td>8.2</td>
+      <td>0.9</td>
+    </tr>
+    <tr>
+      <td>Uri: The Surgical Strike</td>
+      <td>Action, Drama, War</td>
+      <td>Aditya Dhar</td>
+      <td>Vicky Kaushal, Paresh Rawal, Mohit Raina, Yami Gautam</td>
+      <td>2018</td>
+      <td>138</td>
+      <td>8.2</td>
+      <td>4.19</td>
+    </tr>
+    <tr>
+      <td>K.G.F: Chapter 1</td>
+      <td>Action, Drama</td>
+      <td>Prashanth Neel</td>
+      <td>Yash, Srinidhi Shetty, Ramachandra Raju, Archana Jois</td>
+      <td>2018</td>
+      <td>156</td>
+      <td>8.2</td>
+      <td>32.95</td>
+    </tr>
+    <tr>
+      <td>Green Book</td>
+      <td>Biography, Comedy, Drama</td>
+      <td>Peter Farrelly</td>
+      <td>Viggo Mortensen, Mahershala Ali, Linda Cardellini, Sebastian Maniscalco</td>
+      <td>2018</td>
+      <td>130</td>
+      <td>8.2</td>
+      <td>85.08</td>
+    </tr>
+    <tr>
+      <td>Three Billboards Outside Ebbing, Missouri</td>
+      <td>Comedy, Crime, Drama</td>
+      <td>Martin McDonagh</td>
+      <td>Frances McDormand, Woody Harrelson, Sam Rockwell, Caleb Landry Jones</td>
+      <td>2017</td>
+      <td>115</td>
+      <td>8.2</td>
+      <td>54.51</td>
+    </tr>
+    <tr>
+      <td>Baahubali 2: The Conclusion</td>
+      <td>Action, Drama</td>
+      <td>S.S. Rajamouli</td>
+      <td>Prabhas, Rana Daggubati, Anushka Shetty, Tamannaah Bhatia</td>
+      <td>2017</td>
+      <td>167</td>
+      <td>8.2</td>
+      <td>20.19</td>
+    </tr>
+    <tr>
+      <td>Klaus</td>
+      <td>Animation, Adventure, Comedy</td>
+      <td>Sergio Pablos</td>
+      <td>Carlos Martínez López, Jason Schwartzman, J.K. Simmons, Rashida Jones</td>
+      <td>2019</td>
+      <td>96</td>
+      <td>8.2</td>
+      <td>1.14</td>
+    </tr>
+    <tr>
+      <td>Portrait de la jeune fille en feu</td>
+      <td>Drama, Romance</td>
+      <td>Céline Sciamma</td>
+      <td>Noémie Merlant, Adèle Haenel, Luàna Bajrami, Valeria Golino</td>
+      <td>2019</td>
+      <td>122</td>
+      <td>8.1</td>
+      <td>3.76</td>
+    </tr>
+    <tr>
+      <td>Logan</td>
+      <td>Action, Drama, Sci-Fi</td>
+      <td>James Mangold</td>
+      <td>Hugh Jackman, Patrick Stewart, Dafne Keen, Boyd Holbrook</td>
+      <td>2017</td>
+      <td>137</td>
+      <td>8.1</td>
+      <td>226.28</td>
+    </tr>
+    <tr>
+      <td>Soul</td>
+      <td>Animation, Adventure, Comedy</td>
+      <td>Pete Docter</td>
+      <td>Kemp Powers, Jamie Foxx, Tina Fey, Graham Norton</td>
+      <td>2020</td>
+      <td>100</td>
+      <td>8.1</td>
+      <td>121</td>
+    </tr>
+    <tr>
+      <td>Ford v Ferrari</td>
+      <td>Action, Biography, Drama</td>
+      <td>James Mangold</td>
+      <td>Matt Damon, Christian Bale, Jon Bernthal, Caitriona Balfe</td>
+      <td>2019</td>
+      <td>152</td>
+      <td>8.1</td>
+      <td>117.62</td>
+    </tr>
+    <tr>
+      <td>Badhaai ho</td>
+      <td>Comedy, Drama</td>
+      <td>Amit Ravindernath Sharma</td>
+      <td>Ayushmann Khurrana, Neena Gupta, Gajraj Rao, Sanya Malhotra</td>
+      <td>2018</td>
+      <td>124</td>
+      <td>8</td>
+      <td>1.65</td>
+    </tr>
+    <tr>
+      <td>Togo</td>
+      <td>Adventure, Biography, Drama</td>
+      <td>Ericson Core</td>
+      <td>Willem Dafoe, Julianne Nicholson, Christopher Heyerdahl, Richard Dormer</td>
+      <td>2019</td>
+      <td>113</td>
+      <td>8</td>
+      <td>0.49</td>
+    </tr>
+    <tr>
+      <td>Wonder</td>
+      <td>Drama, Family</td>
+      <td>Stephen Chbosky</td>
+      <td>Jacob Tremblay, Owen Wilson, Izabela Vidovic, Julia Roberts</td>
+      <td>2017</td>
+      <td>113</td>
+      <td>8</td>
+      <td>132.42</td>
+    </tr>
+    <tr>
+      <td>Gully Boy</td>
+      <td>Drama, Music, Romance</td>
+      <td>Zoya Akhtar</td>
+      <td>Vijay Varma, Nakul Roshan Sahdev, Ranveer Singh, Vijay Raaz</td>
+      <td>2019</td>
+      <td>154</td>
+      <td>8</td>
+      <td>5.57</td>
+    </tr>
+    <tr>
+      <td>Blade Runner 2049</td>
+      <td>Action, Drama, Mystery</td>
+      <td>Denis Villeneuve</td>
+      <td>Harrison Ford, Ryan Gosling, Ana de Armas, Dave Bautista</td>
+      <td>2017</td>
+      <td>164</td>
+      <td>8</td>
+      <td>92.05</td>
+    </tr>
+    <tr>
+      <td>Bohemian Rhapsody</td>
+      <td>Biography, Drama, Music</td>
+      <td>Bryan Singer</td>
+      <td>Rami Malek, Lucy Boynton, Gwilym Lee, Ben Hardy</td>
+      <td>2018</td>
+      <td>134</td>
+      <td>8</td>
+      <td>216.43</td>
+    </tr>
+    <tr>
+      <td>Knives Out</td>
+      <td>Comedy, Crime, Drama</td>
+      <td>Rian Johnson</td>
+      <td>Daniel Craig, Chris Evans, Ana de Armas, Jamie Lee Curtis</td>
+      <td>2019</td>
+      <td>130</td>
+      <td>7.9</td>
+      <td>165.36</td>
+    </tr>
+    <tr>
+      <td>Dil Bechara</td>
+      <td>Comedy, Drama, Romance</td>
+      <td>Mukesh Chhabra</td>
+      <td>Sushant Singh Rajput, Sanjana Sanghi, Sahil Vaid, Saswata Chatterjee</td>
+      <td>2020</td>
+      <td>101</td>
+      <td>7.9</td>
+      <td>263.61</td>
+    </tr>
+    <tr>
+      <td>Manbiki kazoku</td>
+      <td>Crime, Drama</td>
+      <td>Hirokazu Koreeda</td>
+      <td>Lily Franky, Sakura Andô, Kirin Kiki, Mayu Matsuoka</td>
+      <td>2018</td>
+      <td>121</td>
+      <td>7.9</td>
+      <td>3.31</td>
+    </tr>
+    <tr>
+      <td>Marriage Story</td>
+      <td>Comedy, Drama, Romance</td>
+      <td>Noah Baumbach</td>
+      <td>Adam Driver, Scarlett Johansson, Julia Greer, Azhy Robertson</td>
+      <td>2019</td>
+      <td>137</td>
+      <td>7.9</td>
+      <td>2</td>
+    </tr>
+    <tr>
+      <td>Call Me by Your Name</td>
+      <td>Drama, Romance</td>
+      <td>Luca Guadagnino</td>
+      <td>Armie Hammer, Timothée Chalamet, Michael Stuhlbarg, Amira Casar</td>
+      <td>2017</td>
+      <td>132</td>
+      <td>7.9</td>
+      <td>18.1</td>
+    </tr>
+    <tr>
+      <td>Isle of Dogs</td>
+      <td>Animation, Adventure, Comedy</td>
+      <td>Wes Anderson</td>
+      <td>Bryan Cranston, Koyu Rankin, Edward Norton, Bob Balaban</td>
+      <td>2018</td>
+      <td>101</td>
+      <td>7.9</td>
+      <td>32.02</td>
+    </tr>
+    <tr>
+      <td>Thor: Ragnarok</td>
+      <td>Action, Adventure, Comedy</td>
+      <td>Taika Waititi</td>
+      <td>Chris Hemsworth, Tom Hiddleston, Cate Blanchett, Mark Ruffalo</td>
+      <td>2017</td>
+      <td>130</td>
+      <td>7.9</td>
+      <td>315.06</td>
+    </tr>
+    <tr>
+      <td>Jojo Rabbit</td>
+      <td>Comedy, Drama, War</td>
+      <td>Taika Waititi</td>
+      <td>Roman Griffin Davis, Thomasin McKenzie, Scarlett Johansson, Taika Waititi</td>
+      <td>2019</td>
+      <td>108</td>
+      <td>7.9</td>
+      <td>0.35</td>
+    </tr>
+    <tr>
+      <td>The Irishman</td>
+      <td>Biography, Crime, Drama</td>
+      <td>Martin Scorsese</td>
+      <td>Robert De Niro, Al Pacino, Joe Pesci, Harvey Keitel</td>
+      <td>2019</td>
+      <td>209</td>
+      <td>7.9</td>
+      <td>7</td>
+    </tr>
+    <tr>
+      <td>The Gentlemen</td>
+      <td>Action, Comedy, Crime</td>
+      <td>Guy Ritchie</td>
+      <td>Matthew McConaughey, Charlie Hunnam, Michelle Dockery, Jeremy Strong</td>
+      <td>2019</td>
+      <td>113</td>
+      <td>7.8</td>
+      <td>115.2</td>
+    </tr>
+    <tr>
+      <td>Raazi</td>
+      <td>Action, Drama, Thriller</td>
+      <td>Meghna Gulzar</td>
+      <td>Alia Bhatt, Vicky Kaushal, Rajit Kapoor, Shishir Sharma</td>
+      <td>2018</td>
+      <td>138</td>
+      <td>7.8</td>
+      <td>27</td>
+    </tr>
+    <tr>
+      <td>Sound of Metal</td>
+      <td>Drama, Music</td>
+      <td>Darius Marder</td>
+      <td>Riz Ahmed, Olivia Cooke, Paul Raci, Lauren Ridloff</td>
+      <td>2019</td>
+      <td>120</td>
+      <td>7.8</td>
+      <td>0.52</td>
+    </tr>
+    <tr>
+      <td>Dunkirk</td>
+      <td>Action, Drama, History</td>
+      <td>Christopher Nolan</td>
+      <td>Fionn Whitehead, Barry Keoghan, Mark Rylance, Tom Hardy</td>
+      <td>2017</td>
+      <td>106</td>
+      <td>7.8</td>
+      <td>188.37</td>
+    </tr>
+    <tr>
+      <td>Paddington 2</td>
+      <td>Adventure, Comedy, Family</td>
+      <td>Paul King</td>
+      <td>Ben Whishaw, Hugh Grant, Hugh Bonneville, Sally Hawkins</td>
+      <td>2017</td>
+      <td>103</td>
+      <td>7.8</td>
+      <td>40.44</td>
+    </tr>
+    <tr>
+      <td>Little Women</td>
+      <td>Drama, Romance</td>
+      <td>Greta Gerwig</td>
+      <td>Saoirse Ronan, Emma Watson, Florence Pugh, Eliza Scanlen</td>
+      <td>2019</td>
+      <td>135</td>
+      <td>7.8</td>
+      <td>108.1</td>
+    </tr>
+    <tr>
+      <td>Loving Vincent</td>
+      <td>Animation, Biography, Crime</td>
+      <td>Dorota Kobiela</td>
+      <td>Hugh Welchman, Douglas Booth, Jerome Flynn, Robert Gulaczyk</td>
+      <td>2017</td>
+      <td>94</td>
+      <td>7.8</td>
+      <td>6.74</td>
+    </tr>
+    <tr>
+      <td>Toy Story 4</td>
+      <td>Animation, Adventure, Comedy</td>
+      <td>Josh Cooley</td>
+      <td>Tom Hanks, Tim Allen, Annie Potts, Tony Hale</td>
+      <td>2019</td>
+      <td>100</td>
+      <td>7.8</td>
+      <td>434.04</td>
+    </tr>
+    <tr>
+      <td>The Trial of the Chicago 7</td>
+      <td>Drama, History, Thriller</td>
+      <td>Aaron Sorkin</td>
+      <td>Eddie Redmayne, Alex Sharp, Sacha Baron Cohen, Jeremy Strong</td>
+      <td>2020</td>
+      <td>129</td>
+      <td>7.8</td>
+      <td>0.12</td>
+    </tr>
+    <tr>
+      <td>Druk</td>
+      <td>Comedy, Drama</td>
+      <td>Thomas Vinterberg</td>
+      <td>Mads Mikkelsen, Thomas Bo Larsen, Magnus Millang, Lars Ranthe</td>
+      <td>2020</td>
+      <td>117</td>
+      <td>7.8</td>
+      <td>21.71</td>
+    </tr>
+    <tr>
+      <td>Roma</td>
+      <td>Drama</td>
+      <td>Alfonso Cuarón</td>
+      <td>Yalitza Aparicio, Marina de Tavira, Diego Cortina Autrey, Carlos Peralta</td>
+      <td>2018</td>
+      <td>135</td>
+      <td>7.7</td>
+      <td>5.1</td>
+    </tr>
+    <tr>
+      <td>God's Own Country</td>
+      <td>Drama, Romance</td>
+      <td>Francis Lee</td>
+      <td>Josh O'Connor, Alec Secareanu, Gemma Jones, Ian Hart</td>
+      <td>2017</td>
+      <td>104</td>
+      <td>7.7</td>
+      <td>0.34</td>
+    </tr>
+    <tr>
+      <td>Deadpool 2</td>
+      <td>Action, Adventure, Comedy</td>
+      <td>David Leitch</td>
+      <td>Ryan Reynolds, Josh Brolin, Morena Baccarin, Julian Dennison</td>
+      <td>2018</td>
+      <td>119</td>
+      <td>7.7</td>
+      <td>324.59</td>
+    </tr>
+    <tr>
+      <td>Wind River</td>
+      <td>Crime, Drama, Mystery</td>
+      <td>Taylor Sheridan</td>
+      <td>Kelsey Asbille, Jeremy Renner, Julia Jones, Teo Briones</td>
+      <td>2017</td>
+      <td>107</td>
+      <td>7.7</td>
+      <td>33.8</td>
+    </tr>
+    <tr>
+      <td>Get Out</td>
+      <td>Horror, Mystery, Thriller</td>
+      <td>Jordan Peele</td>
+      <td>Daniel Kaluuya, Allison Williams, Bradley Whitford, Catherine Keener</td>
+      <td>2017</td>
+      <td>104</td>
+      <td>7.7</td>
+      <td>176.04</td>
+    </tr>
+    <tr>
+      <td>Mission: Impossible - Fallout</td>
+      <td>Action, Adventure, Thriller</td>
+      <td>Christopher McQuarrie</td>
+      <td>Tom Cruise, Henry Cavill, Ving Rhames, Simon Pegg</td>
+      <td>2018</td>
+      <td>147</td>
+      <td>7.7</td>
+      <td>220.16</td>
+    </tr>
+    <tr>
+      <td>Dark Waters</td>
+      <td>Biography, Drama, History</td>
+      <td>Todd Haynes</td>
+      <td>Mark Ruffalo, Anne Hathaway, Tim Robbins, Bill Pullman</td>
+      <td>2019</td>
+      <td>126</td>
+      <td>7.6</td>
+      <td>11.14</td>
+    </tr>
+    <tr>
+      <td>Searching</td>
+      <td>Drama, Mystery, Thriller</td>
+      <td>Aneesh Chaganty</td>
+      <td>John Cho, Debra Messing, Joseph Lee, Michelle La</td>
+      <td>2018</td>
+      <td>102</td>
+      <td>7.6</td>
+      <td>26.02</td>
+    </tr>
+    <tr>
+      <td>Once Upon a Time... in Hollywood</td>
+      <td>Comedy, Drama</td>
+      <td>Quentin Tarantino</td>
+      <td>Leonardo DiCaprio, Brad Pitt, Margot Robbie, Emile Hirsch</td>
+      <td>2019</td>
+      <td>161</td>
+      <td>7.6</td>
+      <td>142.5</td>
+    </tr>
+    <tr>
+      <td>Nelyubov</td>
+      <td>Drama</td>
+      <td>Andrey Zvyagintsev</td>
+      <td>Maryana Spivak, Aleksey Rozin, Matvey Novikov, Marina Vasileva</td>
+      <td>2017</td>
+      <td>127</td>
+      <td>7.6</td>
+      <td>0.57</td>
+    </tr>
+    <tr>
+      <td>The Florida Project</td>
+      <td>Drama</td>
+      <td>Sean Baker</td>
+      <td>Brooklynn Prince, Bria Vinaite, Willem Dafoe, Christopher Rivera</td>
+      <td>2017</td>
+      <td>111</td>
+      <td>7.6</td>
+      <td>5.9</td>
+    </tr>
+    <tr>
+      <td>Just Mercy</td>
+      <td>Biography, Crime, Drama</td>
+      <td>Destin Daniel Cretton</td>
+      <td>Michael B. Jordan, Jamie Foxx, Brie Larson, Charlie Pye Jr.</td>
+      <td>2019</td>
+      <td>137</td>
+      <td>7.6</td>
+      <td>50.4</td>
+    </tr>
+    <tr>
+      <td>Gifted</td>
+      <td>Drama</td>
+      <td>Marc Webb</td>
+      <td>Chris Evans, Mckenna Grace, Lindsay Duncan, Octavia Spencer</td>
+      <td>2017</td>
+      <td>101</td>
+      <td>7.6</td>
+      <td>24.8</td>
+    </tr>
+    <tr>
+      <td>The Peanut Butter Falcon</td>
+      <td>Adventure, Comedy, Drama</td>
+      <td>Tyler Nilson</td>
+      <td>Michael Schwartz, Zack Gottsagen, Ann Owens, Dakota Johnson</td>
+      <td>2019</td>
+      <td>97</td>
+      <td>7.6</td>
+      <td>13.12</td>
+    </tr>
+    <tr>
+      <td>Guardians of the Galaxy Vol. 2</td>
+      <td>Action, Adventure, Comedy</td>
+      <td>James Gunn</td>
+      <td>Chris Pratt, Zoe Saldana, Dave Bautista, Vin Diesel</td>
+      <td>2017</td>
+      <td>136</td>
+      <td>7.6</td>
+      <td>389.81</td>
+    </tr>
+    <tr>
+      <td>Baby Driver</td>
+      <td>Action, Crime, Drama</td>
+      <td>Edgar Wright</td>
+      <td>Ansel Elgort, Jon Bernthal, Jon Hamm, Eiza González</td>
+      <td>2017</td>
+      <td>113</td>
+      <td>7.6</td>
+      <td>107.83</td>
+    </tr>
+    <tr>
+      <td>Only the Brave</td>
+      <td>Action, Biography, Drama</td>
+      <td>Joseph Kosinski</td>
+      <td>Josh Brolin, Miles Teller, Jeff Bridges, Jennifer Connelly</td>
+      <td>2017</td>
+      <td>134</td>
+      <td>7.6</td>
+      <td>18.34</td>
+    </tr>
+    <tr>
+      <td>Incredibles 2</td>
+      <td>Animation, Action, Adventure</td>
+      <td>Brad Bird</td>
+      <td>Craig T. Nelson, Holly Hunter, Sarah Vowell, Huck Milner</td>
+      <td>2018</td>
+      <td>118</td>
+      <td>7.6</td>
+      <td>608.58</td>
+    </tr>
+    <tr>
+      <td>A Star Is Born</td>
+      <td>Drama, Music, Romance</td>
+      <td>Bradley Cooper</td>
+      <td>Lady Gaga, Bradley Cooper, Sam Elliott, Greg Grunberg</td>
+      <td>2018</td>
+      <td>136</td>
+      <td>7.6</td>
+      <td>215.29</td>
+    </tr>
+  </tbody>
+</table>
diff --git a/s24/AmFam_Ashwin/31_Web3/Lecture Code/small_movies.html b/s24/AmFam_Ashwin/31_Web3/Lecture Code/small_movies.html
new file mode 100644
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+++ b/s24/AmFam_Ashwin/31_Web3/Lecture Code/small_movies.html	
@@ -0,0 +1,116 @@
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>Title</th>
+      <th>Genre</th>
+      <th>Director</th>
+      <th>Cast</th>
+      <th>Year</th>
+      <th>Runtime</th>
+      <th>Rating</th>
+      <th>Revenue</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td>Guardians of the Galaxy</td>
+      <td>Action,Adventure,Sci-Fi</td>
+      <td>James Gunn</td>
+      <td>Chris Pratt, Vin Diesel, Bradley Cooper, Zoe Saldana</td>
+      <td>2014</td>
+      <td>121</td>
+      <td>8.1</td>
+      <td>333.13</td>
+    </tr>
+    <tr>
+      <td>Prometheus</td>
+      <td>Adventure,Mystery,Sci-Fi</td>
+      <td>Ridley Scott</td>
+      <td>Noomi Rapace, Logan Marshall-Green, Michael Fassbender, Charlize Theron</td>
+      <td>2012</td>
+      <td>124</td>
+      <td>7</td>
+      <td>126.46M</td>
+    </tr>
+    <tr>
+      <td>Split</td>
+      <td>Horror,Thriller</td>
+      <td>M. Night Shyamalan</td>
+      <td>James McAvoy, Anya Taylor-Joy, Haley Lu Richardson, Jessica Sula</td>
+      <td>2016</td>
+      <td>117</td>
+      <td>7.3</td>
+      <td>138.12M</td>
+    </tr>
+    <tr>
+      <td>Sing</td>
+      <td>Animation,Comedy,Family</td>
+      <td>Christophe Lourdelet</td>
+      <td>Matthew McConaughey,Reese Witherspoon, Seth MacFarlane, Scarlett Johansson</td>
+      <td>2016</td>
+      <td>108</td>
+      <td>7.2</td>
+      <td>270.32</td>
+    </tr>
+    <tr>
+      <td>Suicide Squad</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>David Ayer</td>
+      <td>Will Smith, Jared Leto, Margot Robbie, Viola Davis</td>
+      <td>2016</td>
+      <td>123</td>
+      <td>6.2</td>
+      <td>325.02</td>
+    </tr>
+    <tr>
+      <td>The Great Wall</td>
+      <td>Action,Adventure,Fantasy</td>
+      <td>Yimou Zhang</td>
+      <td>Matt Damon, Tian Jing, Willem Dafoe, Andy Lau</td>
+      <td>2016</td>
+      <td>103</td>
+      <td>6.1</td>
+      <td>45.13</td>
+    </tr>
+    <tr>
+      <td>La La Land</td>
+      <td>Comedy,Drama,Music</td>
+      <td>Damien Chazelle</td>
+      <td>Ryan Gosling, Emma Stone, Rosemarie DeWitt, J.K. Simmons</td>
+      <td>2016</td>
+      <td>128</td>
+      <td>8.3</td>
+      <td>151.06M</td>
+    </tr>
+    <tr>
+      <td>Mindhorn</td>
+      <td>Comedy</td>
+      <td>Sean Foley</td>
+      <td>Essie Davis, Andrea Riseborough, Julian Barratt,Kenneth Branagh</td>
+      <td>2016</td>
+      <td>89</td>
+      <td>6.4</td>
+      <td>0</td>
+    </tr>
+    <tr>
+      <td>The Lost City of Z</td>
+      <td>Action,Adventure,Biography</td>
+      <td>James Gray</td>
+      <td>Charlie Hunnam, Robert Pattinson, Sienna Miller, Tom Holland</td>
+      <td>2016</td>
+      <td>141</td>
+      <td>7.1</td>
+      <td>8.01</td>
+    </tr>
+    <tr>
+      <td>Passengers</td>
+      <td>Adventure,Drama,Romance</td>
+      <td>Morten Tyldum</td>
+      <td>Jennifer Lawrence, Chris Pratt, Michael Sheen,Laurence Fishburne</td>
+      <td>2016</td>
+      <td>116</td>
+      <td>7</td>
+      <td>100.01M</td>
+    </tr>
+  </tbody>
+</table>
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diff --git a/s24/AmFam_Ashwin/32_Database-1/Lecture Code/Lec32_Database1_Solution.ipynb b/s24/AmFam_Ashwin/32_Database-1/Lecture Code/Lec32_Database1_Solution.ipynb
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+++ b/s24/AmFam_Ashwin/32_Database-1/Lecture Code/Lec32_Database1_Solution.ipynb	
@@ -0,0 +1,1690 @@
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+ "cells": [
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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![image.png](attachment:image.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 0"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import requests\n",
+    "import pandas as pd\n",
+    "from bs4 import BeautifulSoup\n",
+    "\n",
+    "# New!\n",
+    "import sqlite3"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Take a look at this HTML Table of Volunteer Hours"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<table>\n",
+    "    <tr> <th>Name</th><th>Week 1</th><th>Week 2</th><th>Week 3</th> </tr>\n",
+    "    <tr> <td>Therese</td><td>13</td><td>4</td><td>5</td> </tr>\n",
+    "    <tr> <td>Carl</td><td>5</td><td>7</td><td>8</td> </tr>\n",
+    "    <tr> <td>Marie</td><td>2</td><td>9</td><td>11</td> </tr>\n",
+    "</table>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1 : Parse this using Beautiful Soup, and first extract the header as a list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['Name', 'Week 1', 'Week 2', 'Week 3']"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "html = '''<table>\n",
+    "    <tr> <th>Name</th><th>Week 1</th><th>Week 2</th><th>Week 3</th> </tr>\n",
+    "    <tr> <td>Therese</td><td>13</td><td>4</td><td>5</td> </tr>\n",
+    "    <tr> <td>Carl</td><td>5</td><td>7</td><td>8</td> </tr>\n",
+    "    <tr> <td>Marie</td><td>2</td><td>9</td><td>11</td> </tr>\n",
+    "</table>'''\n",
+    "\n",
+    "# set up a BeautifulSoup object\n",
+    "bs_obj = BeautifulSoup(html, 'html.parser')\n",
+    "\n",
+    "# get the column names by finding all header elements\n",
+    "header_elements = bs_obj.find_all(\"th\")\n",
+    "header = [e.get_text() for e in header_elements]\n",
+    "header"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2: Make a dictionary mapping name to total hours"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'Therese': 22, 'Carl': 20, 'Marie': 22}"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "# Get all row elements, but not the first one\n",
+    "row_elements = bs_obj.find_all(\"tr\") [1:]\n",
+    "\n",
+    "# make an empty dict\n",
+    "hours_dict = {}\n",
+    "\n",
+    "# iterate through the row_elements\n",
+    "for row in row_elements:\n",
+    "    # find all \"td\" elements in this row\n",
+    "    td_elements = row.find_all(\"td\")\n",
+    "    \n",
+    "    # get the name and the 3 ints\n",
+    "    name = td_elements[header.index(\"Name\")].get_text()\n",
+    "    week1 = td_elements[header.index(\"Week 1\")].get_text()\n",
+    "    week2 = td_elements[header.index(\"Week 2\")].get_text()\n",
+    "    week3 = td_elements[header.index(\"Week 3\")].get_text()\n",
+    "    total = int(week1) + int(week2) + int(week3)\n",
+    "    \n",
+    "    # add the dict entry\n",
+    "    hours_dict[name] = total\n",
+    "hours_dict"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Database 1\n",
+    "\n",
+    "### Learning Objectives:\n",
+    "\n",
+    "- Explain how a database is different from a CSV file or a JSON file\n",
+    "- Use SQLite to connect to a database and pandas to query the database\n",
+    "- Write basic queries on a database using SELECT, FROM, WHERE, ORDER BY, and LIMIT\n",
+    "\n",
+    "\n",
+    "\n",
+    "To start, we will go over the slides to explain what Databases and SQL are\n"
+   ]
+  },
+  {
+   "attachments": {
+    "Screen%20Shot%202021-11-23%20at%201.47.20%20PM.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![Screen%20Shot%202021-11-23%20at%201.47.20%20PM.png](attachment:Screen%20Shot%202021-11-23%20at%201.47.20%20PM.png)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "sqlite3.Connection"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "db_name = \"bus.db\"\n",
+    "assert os.path.exists(db_name)\n",
+    "\n",
+    "# open a connection object to our database file\n",
+    "conn = sqlite3.connect(db_name)\n",
+    "# note: we need to close 'conn' when we are done, at the end of the notebook file\n",
+    "type(conn)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Pandas has a function  `pd.read_sql(query, connection)`\n",
+    "- Allows us to process an SQL `query` on `connection`\n",
+    "- stores the result in a Pandas DataFrame"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>type</th>\n",
+       "      <th>name</th>\n",
+       "      <th>tbl_name</th>\n",
+       "      <th>rootpage</th>\n",
+       "      <th>sql</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>table</td>\n",
+       "      <td>routes</td>\n",
+       "      <td>routes</td>\n",
+       "      <td>2</td>\n",
+       "      <td>CREATE TABLE routes (\\n\\troute_short_name TEXT...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>table</td>\n",
+       "      <td>trips</td>\n",
+       "      <td>trips</td>\n",
+       "      <td>5</td>\n",
+       "      <td>CREATE TABLE trips (\\n\\troute_short_name TEXT,...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>table</td>\n",
+       "      <td>stops</td>\n",
+       "      <td>stops</td>\n",
+       "      <td>152</td>\n",
+       "      <td>CREATE TABLE stops (\\n\\tstop_id BIGINT, \\n\\tst...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>table</td>\n",
+       "      <td>stop_times</td>\n",
+       "      <td>stop_times</td>\n",
+       "      <td>226</td>\n",
+       "      <td>CREATE TABLE stop_times (\\n\\ttrip_id BIGINT, \\...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    type        name    tbl_name  rootpage  \\\n",
+       "0  table      routes      routes         2   \n",
+       "1  table       trips       trips         5   \n",
+       "2  table       stops       stops       152   \n",
+       "3  table  stop_times  stop_times       226   \n",
+       "\n",
+       "                                                 sql  \n",
+       "0  CREATE TABLE routes (\\n\\troute_short_name TEXT...  \n",
+       "1  CREATE TABLE trips (\\n\\troute_short_name TEXT,...  \n",
+       "2  CREATE TABLE stops (\\n\\tstop_id BIGINT, \\n\\tst...  \n",
+       "3  CREATE TABLE stop_times (\\n\\ttrip_id BIGINT, \\...  "
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# This command helps us know the table names \n",
+    "df = pd.read_sql(\"\"\"\n",
+    "    SELECT *\n",
+    "    FROM sqlite_master\n",
+    "\"\"\", conn)\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Databases are more structured than CSV and JSON files:\n",
+    "- all data contained inside one or more tables\n",
+    "- all tables must be named, all columns must be named \n",
+    "- all values in a column must be the same type"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "CREATE TABLE routes (\n",
+      "\troute_short_name TEXT, \n",
+      "\troute_service_name TEXT, \n",
+      "\troute_desc TEXT, \n",
+      "\troute_url TEXT, \n",
+      "\troute_color TEXT\n",
+      ")\n",
+      "CREATE TABLE trips (\n",
+      "\troute_short_name TEXT, \n",
+      "\ttrip_id BIGINT, \n",
+      "\ttrip_headsign TEXT, \n",
+      "\tdirection_id BIGINT, \n",
+      "\ttrip_direction_name TEXT, \n",
+      "\tblock_id BIGINT, \n",
+      "\tshape_id BIGINT, \n",
+      "\tshape_code TEXT, \n",
+      "\twheelchair BOOLEAN\n",
+      ")\n",
+      "CREATE TABLE stops (\n",
+      "\tstop_id BIGINT, \n",
+      "\tstop_name TEXT, \n",
+      "\tstop_desc TEXT, \n",
+      "\tstop_lat FLOAT, \n",
+      "\tstop_lon FLOAT, \n",
+      "\tjurisdiction_id TEXT, \n",
+      "\trelative_position BIGINT, \n",
+      "\tcardinal_direction FLOAT, \n",
+      "\tprimary_street TEXT, \n",
+      "\taddress_range BIGINT, \n",
+      "\tcross_location TEXT, \n",
+      "\twheelchair BOOLEAN\n",
+      ")\n",
+      "CREATE TABLE stop_times (\n",
+      "\ttrip_id BIGINT, \n",
+      "\tstop_sequence BIGINT, \n",
+      "\tstop_id BIGINT, \n",
+      "\tarrival_time TEXT, \n",
+      "\tdeparture_time TEXT, \n",
+      "\tstop_headsign TEXT, \n",
+      "\tshape_dist_traveled FLOAT, \n",
+      "\twill_wait BOOLEAN\n",
+      ")\n"
+     ]
+    }
+   ],
+   "source": [
+    "# This command shows how our database was set up\n",
+    "# Note the table names, we will use them later. Also note the column names\n",
+    "# Finally, note that types are more formal, different than Python, and strictly enforced\n",
+    "\n",
+    "for command in df[\"sql\"]:\n",
+    "    print(command)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Most basic SQL query\n",
+    "\n",
+    "#### `Select` Column(s) from Table\n",
+    "\n",
+    "##### Can use `*` to mean \"all columns\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>route_short_name</th>\n",
+       "      <th>route_service_name</th>\n",
+       "      <th>route_desc</th>\n",
+       "      <th>route_url</th>\n",
+       "      <th>route_color</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>A</td>\n",
+       "      <td>1-SUN PRAIRIE/2-AMERICAN CENTER:JUNCTION</td>\n",
+       "      <td>Monday thru Saturday daytime schedule trips op...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>EE3325</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>B</td>\n",
+       "      <td>NORTHPORT:FITCHBURG</td>\n",
+       "      <td>Monday thru Saturday daytime schedule trips op...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>80BC00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>C</td>\n",
+       "      <td>1-SPRECHER/2-BUCKEYE:U.W. HOSPITAL</td>\n",
+       "      <td>Weekday daytime schedule trips operate at leas...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>333366</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>D</td>\n",
+       "      <td>1-SPRECHER/2-AIRPORT:1-JUNCTION/2-MCKEE</td>\n",
+       "      <td>Weekday daytime schedule trips operate at leas...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>333366</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>E</td>\n",
+       "      <td>SQUARE:MCKEE</td>\n",
+       "      <td>Daily schedule trips operate at least every 60...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>2272B5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>F</td>\n",
+       "      <td>SHEBOYGAN/SQUARE:JUNCTION</td>\n",
+       "      <td>Daily schedule trips operate at least every 30...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>333366</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>G</td>\n",
+       "      <td>EAST TOWNE:SOUTH TRANSFER</td>\n",
+       "      <td>Daily schedule trips operate at least every 30...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>333366</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>H</td>\n",
+       "      <td>SOUTH TRANSFER:WEST TOWNE</td>\n",
+       "      <td>Daily schedule trips operate at least every 30...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>333366</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>J</td>\n",
+       "      <td>PARK:WEST TOWNE</td>\n",
+       "      <td>Weekday daytime schedule trips operate at leas...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>2272B5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>L</td>\n",
+       "      <td>CHEROKEE:OWL CREEK</td>\n",
+       "      <td>Daily schedule trips operate at least every 75...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>46AAD1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>O</td>\n",
+       "      <td>PARK:SOUTH TRANSFER</td>\n",
+       "      <td>Daily schedule trips operate at least every 60...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>2272B5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>P</td>\n",
+       "      <td>HAYES:EAST TOWNE</td>\n",
+       "      <td>Daily schedule trips operate at least every 30...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>333366</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>R</td>\n",
+       "      <td>SHEBOYGAN/SQUARE:1-JUNCTION/2-SOUTH RIDGE</td>\n",
+       "      <td>Daily schedule trips operate at least every 30...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>333366</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>S</td>\n",
+       "      <td>DOWNTOWN:SUN PRAIRIE</td>\n",
+       "      <td>Daily schedule trips operate at least every 60...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>2272B5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>W</td>\n",
+       "      <td>WEST MAIN:SUN PRAIRIE</td>\n",
+       "      <td>Weekday daytime schedule trips operate at leas...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>46AAD1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>28</td>\n",
+       "      <td>SHERMAN:U.W. HOSPITAL</td>\n",
+       "      <td>Weekday schedule trips operate at least every ...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>46AAD1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>38</td>\n",
+       "      <td>JENIFER:SHEBOYGAN</td>\n",
+       "      <td>Weekday schedule trips operate at least every ...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>46AAD1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>55</td>\n",
+       "      <td>JUNCTION:EPIC CAMPUS</td>\n",
+       "      <td>Weekday peak hour schedule trips operate at le...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>46AAD1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>65</td>\n",
+       "      <td>FITCHBURG:U.W. HOPSITAL</td>\n",
+       "      <td>Weekday peak hour schedule trips operate at le...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>46AAD1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>75</td>\n",
+       "      <td>SQUARE:EPIC CAMPUS</td>\n",
+       "      <td>Weekday peak hour schedule trips operate at le...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>46AAD1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>80</td>\n",
+       "      <td>U.W. CAMPUS:MEMORIAL UNION</td>\n",
+       "      <td>Daily schedule trips operate at least every 50...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>2272B5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>81</td>\n",
+       "      <td>EAST JOHNSON:MEMORIAL UNION</td>\n",
+       "      <td>Daily schedule trips operate regularly every 3...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>46AAD1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>82</td>\n",
+       "      <td>OBSERVATORY:MEMORIAL UNION</td>\n",
+       "      <td>Daily schedule trips operate regularly every 3...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>46AAD1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>84</td>\n",
+       "      <td>EAGLE HEIGHTS:U.W. CAMPUS</td>\n",
+       "      <td>Weekday schedule trips operate at least every ...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>46AAD1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>60</td>\n",
+       "      <td>EAST HIGH:NORTH MADISON</td>\n",
+       "      <td>Weekday schedule trips operate limited service...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>520298</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>61</td>\n",
+       "      <td>LAFOLLETTE HIGH:EAST MADISON</td>\n",
+       "      <td>Weekday schedule trips operate limited service...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>951F20</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>62</td>\n",
+       "      <td>MEMORIAL HIGH:WEST MADISON</td>\n",
+       "      <td>Weekday schedule trips operate limited service...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>025806</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>63</td>\n",
+       "      <td>WEST HIGH:SOUTH MADISON</td>\n",
+       "      <td>Weekday schedule trips operate limited service...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>2E3192</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>64</td>\n",
+       "      <td>CAPITAL HIGH:EAST/WEST MADISON</td>\n",
+       "      <td>Weekday schedule trips operate limited service...</td>\n",
+       "      <td>http://www.cityofmadison.com/metro/routes-sche...</td>\n",
+       "      <td>8F9092</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   route_short_name                         route_service_name  \\\n",
+       "0                 A   1-SUN PRAIRIE/2-AMERICAN CENTER:JUNCTION   \n",
+       "1                 B                        NORTHPORT:FITCHBURG   \n",
+       "2                 C         1-SPRECHER/2-BUCKEYE:U.W. HOSPITAL   \n",
+       "3                 D    1-SPRECHER/2-AIRPORT:1-JUNCTION/2-MCKEE   \n",
+       "4                 E                               SQUARE:MCKEE   \n",
+       "5                 F                  SHEBOYGAN/SQUARE:JUNCTION   \n",
+       "6                 G                  EAST TOWNE:SOUTH TRANSFER   \n",
+       "7                 H                  SOUTH TRANSFER:WEST TOWNE   \n",
+       "8                 J                            PARK:WEST TOWNE   \n",
+       "9                 L                         CHEROKEE:OWL CREEK   \n",
+       "10                O                        PARK:SOUTH TRANSFER   \n",
+       "11                P                           HAYES:EAST TOWNE   \n",
+       "12                R  SHEBOYGAN/SQUARE:1-JUNCTION/2-SOUTH RIDGE   \n",
+       "13                S                       DOWNTOWN:SUN PRAIRIE   \n",
+       "14                W                      WEST MAIN:SUN PRAIRIE   \n",
+       "15               28                      SHERMAN:U.W. HOSPITAL   \n",
+       "16               38                          JENIFER:SHEBOYGAN   \n",
+       "17               55                       JUNCTION:EPIC CAMPUS   \n",
+       "18               65                    FITCHBURG:U.W. HOPSITAL   \n",
+       "19               75                         SQUARE:EPIC CAMPUS   \n",
+       "20               80                 U.W. CAMPUS:MEMORIAL UNION   \n",
+       "21               81                EAST JOHNSON:MEMORIAL UNION   \n",
+       "22               82                 OBSERVATORY:MEMORIAL UNION   \n",
+       "23               84                  EAGLE HEIGHTS:U.W. CAMPUS   \n",
+       "24               60                    EAST HIGH:NORTH MADISON   \n",
+       "25               61               LAFOLLETTE HIGH:EAST MADISON   \n",
+       "26               62                 MEMORIAL HIGH:WEST MADISON   \n",
+       "27               63                    WEST HIGH:SOUTH MADISON   \n",
+       "28               64             CAPITAL HIGH:EAST/WEST MADISON   \n",
+       "\n",
+       "                                           route_desc  \\\n",
+       "0   Monday thru Saturday daytime schedule trips op...   \n",
+       "1   Monday thru Saturday daytime schedule trips op...   \n",
+       "2   Weekday daytime schedule trips operate at leas...   \n",
+       "3   Weekday daytime schedule trips operate at leas...   \n",
+       "4   Daily schedule trips operate at least every 60...   \n",
+       "5   Daily schedule trips operate at least every 30...   \n",
+       "6   Daily schedule trips operate at least every 30...   \n",
+       "7   Daily schedule trips operate at least every 30...   \n",
+       "8   Weekday daytime schedule trips operate at leas...   \n",
+       "9   Daily schedule trips operate at least every 75...   \n",
+       "10  Daily schedule trips operate at least every 60...   \n",
+       "11  Daily schedule trips operate at least every 30...   \n",
+       "12  Daily schedule trips operate at least every 30...   \n",
+       "13  Daily schedule trips operate at least every 60...   \n",
+       "14  Weekday daytime schedule trips operate at leas...   \n",
+       "15  Weekday schedule trips operate at least every ...   \n",
+       "16  Weekday schedule trips operate at least every ...   \n",
+       "17  Weekday peak hour schedule trips operate at le...   \n",
+       "18  Weekday peak hour schedule trips operate at le...   \n",
+       "19  Weekday peak hour schedule trips operate at le...   \n",
+       "20  Daily schedule trips operate at least every 50...   \n",
+       "21  Daily schedule trips operate regularly every 3...   \n",
+       "22  Daily schedule trips operate regularly every 3...   \n",
+       "23  Weekday schedule trips operate at least every ...   \n",
+       "24  Weekday schedule trips operate limited service...   \n",
+       "25  Weekday schedule trips operate limited service...   \n",
+       "26  Weekday schedule trips operate limited service...   \n",
+       "27  Weekday schedule trips operate limited service...   \n",
+       "28  Weekday schedule trips operate limited service...   \n",
+       "\n",
+       "                                            route_url route_color  \n",
+       "0   http://www.cityofmadison.com/metro/routes-sche...      EE3325  \n",
+       "1   http://www.cityofmadison.com/metro/routes-sche...      80BC00  \n",
+       "2   http://www.cityofmadison.com/metro/routes-sche...      333366  \n",
+       "3   http://www.cityofmadison.com/metro/routes-sche...      333366  \n",
+       "4   http://www.cityofmadison.com/metro/routes-sche...      2272B5  \n",
+       "5   http://www.cityofmadison.com/metro/routes-sche...      333366  \n",
+       "6   http://www.cityofmadison.com/metro/routes-sche...      333366  \n",
+       "7   http://www.cityofmadison.com/metro/routes-sche...      333366  \n",
+       "8   http://www.cityofmadison.com/metro/routes-sche...      2272B5  \n",
+       "9   http://www.cityofmadison.com/metro/routes-sche...      46AAD1  \n",
+       "10  http://www.cityofmadison.com/metro/routes-sche...      2272B5  \n",
+       "11  http://www.cityofmadison.com/metro/routes-sche...      333366  \n",
+       "12  http://www.cityofmadison.com/metro/routes-sche...      333366  \n",
+       "13  http://www.cityofmadison.com/metro/routes-sche...      2272B5  \n",
+       "14  http://www.cityofmadison.com/metro/routes-sche...      46AAD1  \n",
+       "15  http://www.cityofmadison.com/metro/routes-sche...      46AAD1  \n",
+       "16  http://www.cityofmadison.com/metro/routes-sche...      46AAD1  \n",
+       "17  http://www.cityofmadison.com/metro/routes-sche...      46AAD1  \n",
+       "18  http://www.cityofmadison.com/metro/routes-sche...      46AAD1  \n",
+       "19  http://www.cityofmadison.com/metro/routes-sche...      46AAD1  \n",
+       "20  http://www.cityofmadison.com/metro/routes-sche...      2272B5  \n",
+       "21  http://www.cityofmadison.com/metro/routes-sche...      46AAD1  \n",
+       "22  http://www.cityofmadison.com/metro/routes-sche...      46AAD1  \n",
+       "23  http://www.cityofmadison.com/metro/routes-sche...      46AAD1  \n",
+       "24  http://www.cityofmadison.com/metro/routes-sche...      520298  \n",
+       "25  http://www.cityofmadison.com/metro/routes-sche...      951F20  \n",
+       "26  http://www.cityofmadison.com/metro/routes-sche...      025806  \n",
+       "27  http://www.cityofmadison.com/metro/routes-sche...      2E3192  \n",
+       "28  http://www.cityofmadison.com/metro/routes-sche...      8F9092  "
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pd.read_sql(\"select * from routes\", conn)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 1: Extract all data from the `stops` table"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>stop_id</th>\n",
+       "      <th>stop_name</th>\n",
+       "      <th>stop_desc</th>\n",
+       "      <th>stop_lat</th>\n",
+       "      <th>stop_lon</th>\n",
+       "      <th>jurisdiction_id</th>\n",
+       "      <th>relative_position</th>\n",
+       "      <th>cardinal_direction</th>\n",
+       "      <th>primary_street</th>\n",
+       "      <th>address_range</th>\n",
+       "      <th>cross_location</th>\n",
+       "      <th>wheelchair</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>435</td>\n",
+       "      <td>W Johnson at N Lake</td>\n",
+       "      <td>This stop (#0435) is eastbound on the 699 bloc...</td>\n",
+       "      <td>43.071921</td>\n",
+       "      <td>-89.397094</td>\n",
+       "      <td>CMAD</td>\n",
+       "      <td>1</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>W Johnson</td>\n",
+       "      <td>699</td>\n",
+       "      <td>N Lake</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>670</td>\n",
+       "      <td>University at N Lake</td>\n",
+       "      <td>This stop (#0670) is westbound on the 700 bloc...</td>\n",
+       "      <td>43.073336</td>\n",
+       "      <td>-89.397994</td>\n",
+       "      <td>CMAD</td>\n",
+       "      <td>1</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>University</td>\n",
+       "      <td>700</td>\n",
+       "      <td>N Lake</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>1107</td>\n",
+       "      <td>E Washington at S Second</td>\n",
+       "      <td>This stop (#1107) is eastbound on the 1999 blo...</td>\n",
+       "      <td>43.093690</td>\n",
+       "      <td>-89.356990</td>\n",
+       "      <td>CMAD</td>\n",
+       "      <td>3</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>E Washington</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>S Second</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>1164</td>\n",
+       "      <td>E Washington at Aberg</td>\n",
+       "      <td>This stop (#1164) is westbound on the 3098 blo...</td>\n",
+       "      <td>43.106465</td>\n",
+       "      <td>-89.340021</td>\n",
+       "      <td>CMAD</td>\n",
+       "      <td>1</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>E Washington</td>\n",
+       "      <td>3098</td>\n",
+       "      <td>Aberg</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>1233</td>\n",
+       "      <td>E Washington at S Sixth</td>\n",
+       "      <td>This stop (#1233) is eastbound on the 2401 blo...</td>\n",
+       "      <td>43.098458</td>\n",
+       "      <td>-89.350651</td>\n",
+       "      <td>CMAD</td>\n",
+       "      <td>1</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>E Washington</td>\n",
+       "      <td>2401</td>\n",
+       "      <td>S Sixth</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1813</th>\n",
+       "      <td>12407</td>\n",
+       "      <td>Grandview at Kingston</td>\n",
+       "      <td>This flag stop (#W407) is northbound on the 31...</td>\n",
+       "      <td>43.029623</td>\n",
+       "      <td>-89.431296</td>\n",
+       "      <td>CMAD</td>\n",
+       "      <td>4</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>Grandview</td>\n",
+       "      <td>3101</td>\n",
+       "      <td>Kingston</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1814</th>\n",
+       "      <td>12411</td>\n",
+       "      <td>Grandview at Brighton</td>\n",
+       "      <td>This flag stop (#W411) is northbound on the 29...</td>\n",
+       "      <td>43.032882</td>\n",
+       "      <td>-89.430691</td>\n",
+       "      <td>CMAD</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>Grandview</td>\n",
+       "      <td>2901</td>\n",
+       "      <td>Brighton</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1815</th>\n",
+       "      <td>12413</td>\n",
+       "      <td>Grandview at Thames</td>\n",
+       "      <td>This flag stop (#W413) is northbound on the 28...</td>\n",
+       "      <td>43.034520</td>\n",
+       "      <td>-89.433097</td>\n",
+       "      <td>CMAD</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>Grandview</td>\n",
+       "      <td>2801</td>\n",
+       "      <td>Thames</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1816</th>\n",
+       "      <td>12418</td>\n",
+       "      <td>Grandview at Sandwood</td>\n",
+       "      <td>This flag stop (#W418) is westbound on the 330...</td>\n",
+       "      <td>43.026955</td>\n",
+       "      <td>-89.430839</td>\n",
+       "      <td>CMAD</td>\n",
+       "      <td>3</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>Grandview</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>Sandwood</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1817</th>\n",
+       "      <td>12452</td>\n",
+       "      <td>Grandview at Brighton</td>\n",
+       "      <td>This flag stop (#W452) is southbound on the 28...</td>\n",
+       "      <td>43.032747</td>\n",
+       "      <td>-89.431321</td>\n",
+       "      <td>CMAD</td>\n",
+       "      <td>3</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>Grandview</td>\n",
+       "      <td>2898</td>\n",
+       "      <td>Brighton</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1818 rows × 12 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      stop_id                 stop_name  \\\n",
+       "0         435       W Johnson at N Lake   \n",
+       "1         670      University at N Lake   \n",
+       "2        1107  E Washington at S Second   \n",
+       "3        1164     E Washington at Aberg   \n",
+       "4        1233   E Washington at S Sixth   \n",
+       "...       ...                       ...   \n",
+       "1813    12407     Grandview at Kingston   \n",
+       "1814    12411     Grandview at Brighton   \n",
+       "1815    12413       Grandview at Thames   \n",
+       "1816    12418     Grandview at Sandwood   \n",
+       "1817    12452     Grandview at Brighton   \n",
+       "\n",
+       "                                              stop_desc   stop_lat   stop_lon  \\\n",
+       "0     This stop (#0435) is eastbound on the 699 bloc...  43.071921 -89.397094   \n",
+       "1     This stop (#0670) is westbound on the 700 bloc...  43.073336 -89.397994   \n",
+       "2     This stop (#1107) is eastbound on the 1999 blo...  43.093690 -89.356990   \n",
+       "3     This stop (#1164) is westbound on the 3098 blo...  43.106465 -89.340021   \n",
+       "4     This stop (#1233) is eastbound on the 2401 blo...  43.098458 -89.350651   \n",
+       "...                                                 ...        ...        ...   \n",
+       "1813  This flag stop (#W407) is northbound on the 31...  43.029623 -89.431296   \n",
+       "1814  This flag stop (#W411) is northbound on the 29...  43.032882 -89.430691   \n",
+       "1815  This flag stop (#W413) is northbound on the 28...  43.034520 -89.433097   \n",
+       "1816  This flag stop (#W418) is westbound on the 330...  43.026955 -89.430839   \n",
+       "1817  This flag stop (#W452) is southbound on the 28...  43.032747 -89.431321   \n",
+       "\n",
+       "     jurisdiction_id  relative_position  cardinal_direction primary_street  \\\n",
+       "0               CMAD                  1                90.0      W Johnson   \n",
+       "1               CMAD                  1               270.0     University   \n",
+       "2               CMAD                  3                90.0   E Washington   \n",
+       "3               CMAD                  1               270.0   E Washington   \n",
+       "4               CMAD                  1                90.0   E Washington   \n",
+       "...              ...                ...                 ...            ...   \n",
+       "1813            CMAD                  4                 0.0      Grandview   \n",
+       "1814            CMAD                  3                 0.0      Grandview   \n",
+       "1815            CMAD                  3                 0.0      Grandview   \n",
+       "1816            CMAD                  3               270.0      Grandview   \n",
+       "1817            CMAD                  3               180.0      Grandview   \n",
+       "\n",
+       "      address_range cross_location  wheelchair  \n",
+       "0               699         N Lake           1  \n",
+       "1               700         N Lake           1  \n",
+       "2              1999       S Second           1  \n",
+       "3              3098          Aberg           1  \n",
+       "4              2401        S Sixth           1  \n",
+       "...             ...            ...         ...  \n",
+       "1813           3101       Kingston           0  \n",
+       "1814           2901       Brighton           0  \n",
+       "1815           2801         Thames           0  \n",
+       "1816           3301       Sandwood           0  \n",
+       "1817           2898       Brighton           0  \n",
+       "\n",
+       "[1818 rows x 12 columns]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "pd.read_sql(\"select * from stops\", conn)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## More Complicated Queries:"
+   ]
+  },
+  {
+   "attachments": {
+    "Screen%20Shot%202021-11-23%20at%201.43.54%20PM.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![Screen%20Shot%202021-11-23%20at%201.43.54%20PM.png](attachment:Screen%20Shot%202021-11-23%20at%201.43.54%20PM.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 1: Of the stops that are eastbound, what are the top 10 southern stops?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>stop_id</th>\n",
+       "      <th>stop_name</th>\n",
+       "      <th>stop_desc</th>\n",
+       "      <th>stop_lat</th>\n",
+       "      <th>stop_lon</th>\n",
+       "      <th>jurisdiction_id</th>\n",
+       "      <th>relative_position</th>\n",
+       "      <th>cardinal_direction</th>\n",
+       "      <th>primary_street</th>\n",
+       "      <th>address_range</th>\n",
+       "      <th>cross_location</th>\n",
+       "      <th>wheelchair</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>4555</td>\n",
+       "      <td>W Verona at Westridge</td>\n",
+       "      <td>This stop (#4555) is eastbound on the 799 bloc...</td>\n",
+       "      <td>42.987718</td>\n",
+       "      <td>-89.552773</td>\n",
+       "      <td>CVER</td>\n",
+       "      <td>1</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>W Verona</td>\n",
+       "      <td>799</td>\n",
+       "      <td>Westridge</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>4519</td>\n",
+       "      <td>W Verona at Half Mile</td>\n",
+       "      <td>This stop (#4519) is eastbound on the 601 bloc...</td>\n",
+       "      <td>42.988306</td>\n",
+       "      <td>-89.545956</td>\n",
+       "      <td>CVER</td>\n",
+       "      <td>3</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>W Verona</td>\n",
+       "      <td>601</td>\n",
+       "      <td>Half Mile</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>4905</td>\n",
+       "      <td>W Verona at Legion</td>\n",
+       "      <td>This stop (#4905) is eastbound on the 507 bloc...</td>\n",
+       "      <td>42.989036</td>\n",
+       "      <td>-89.540667</td>\n",
+       "      <td>CVER</td>\n",
+       "      <td>1</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>W Verona</td>\n",
+       "      <td>507</td>\n",
+       "      <td>Legion</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4261</td>\n",
+       "      <td>E Verona at S Main</td>\n",
+       "      <td>This stop (#4261) is eastbound on the 101 bloc...</td>\n",
+       "      <td>42.990502</td>\n",
+       "      <td>-89.533087</td>\n",
+       "      <td>CVER</td>\n",
+       "      <td>1</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>E Verona</td>\n",
+       "      <td>101</td>\n",
+       "      <td>S Main</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>4623</td>\n",
+       "      <td>E Verona at Enterprise</td>\n",
+       "      <td>This stop (#4623) is eastbound on the 499 bloc...</td>\n",
+       "      <td>42.992557</td>\n",
+       "      <td>-89.526432</td>\n",
+       "      <td>CVER</td>\n",
+       "      <td>3</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>E Verona</td>\n",
+       "      <td>499</td>\n",
+       "      <td>Enterprise</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>4889</td>\n",
+       "      <td>E Verona at Hometown</td>\n",
+       "      <td>This stop (#4889) is eastbound on the 699 bloc...</td>\n",
+       "      <td>42.993736</td>\n",
+       "      <td>-89.519060</td>\n",
+       "      <td>CVER</td>\n",
+       "      <td>3</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>E Verona</td>\n",
+       "      <td>699</td>\n",
+       "      <td>Hometown</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>4457</td>\n",
+       "      <td>E Verona at Maple Grove</td>\n",
+       "      <td>This stop (#4457) is eastbound on the 999 bloc...</td>\n",
+       "      <td>42.994438</td>\n",
+       "      <td>-89.513007</td>\n",
+       "      <td>CVER</td>\n",
+       "      <td>3</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>E Verona</td>\n",
+       "      <td>999</td>\n",
+       "      <td>Maple Grove</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>4767</td>\n",
+       "      <td>Lacy at S Fish Hatchery</td>\n",
+       "      <td>This stop (#4767) is eastbound on the 5551 blo...</td>\n",
+       "      <td>43.001102</td>\n",
+       "      <td>-89.427420</td>\n",
+       "      <td>CFIT</td>\n",
+       "      <td>1</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>Lacy</td>\n",
+       "      <td>5551</td>\n",
+       "      <td>S Fish Hatchery</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>4385</td>\n",
+       "      <td>E Cheryl at Fahey</td>\n",
+       "      <td>This stop (#4385) is eastbound on the 5351 blo...</td>\n",
+       "      <td>43.004324</td>\n",
+       "      <td>-89.412621</td>\n",
+       "      <td>CFIT</td>\n",
+       "      <td>3</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>E Cheryl</td>\n",
+       "      <td>5351</td>\n",
+       "      <td>Fahey</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>4245</td>\n",
+       "      <td>E Cheryl at Woods Hollow</td>\n",
+       "      <td>This stop (#4245) is eastbound on the 5465 blo...</td>\n",
+       "      <td>43.004808</td>\n",
+       "      <td>-89.420637</td>\n",
+       "      <td>CFIT</td>\n",
+       "      <td>3</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>E Cheryl</td>\n",
+       "      <td>5465</td>\n",
+       "      <td>Woods Hollow</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   stop_id                 stop_name  \\\n",
+       "0     4555     W Verona at Westridge   \n",
+       "1     4519     W Verona at Half Mile   \n",
+       "2     4905        W Verona at Legion   \n",
+       "3     4261        E Verona at S Main   \n",
+       "4     4623    E Verona at Enterprise   \n",
+       "5     4889      E Verona at Hometown   \n",
+       "6     4457   E Verona at Maple Grove   \n",
+       "7     4767   Lacy at S Fish Hatchery   \n",
+       "8     4385         E Cheryl at Fahey   \n",
+       "9     4245  E Cheryl at Woods Hollow   \n",
+       "\n",
+       "                                           stop_desc   stop_lat   stop_lon  \\\n",
+       "0  This stop (#4555) is eastbound on the 799 bloc...  42.987718 -89.552773   \n",
+       "1  This stop (#4519) is eastbound on the 601 bloc...  42.988306 -89.545956   \n",
+       "2  This stop (#4905) is eastbound on the 507 bloc...  42.989036 -89.540667   \n",
+       "3  This stop (#4261) is eastbound on the 101 bloc...  42.990502 -89.533087   \n",
+       "4  This stop (#4623) is eastbound on the 499 bloc...  42.992557 -89.526432   \n",
+       "5  This stop (#4889) is eastbound on the 699 bloc...  42.993736 -89.519060   \n",
+       "6  This stop (#4457) is eastbound on the 999 bloc...  42.994438 -89.513007   \n",
+       "7  This stop (#4767) is eastbound on the 5551 blo...  43.001102 -89.427420   \n",
+       "8  This stop (#4385) is eastbound on the 5351 blo...  43.004324 -89.412621   \n",
+       "9  This stop (#4245) is eastbound on the 5465 blo...  43.004808 -89.420637   \n",
+       "\n",
+       "  jurisdiction_id  relative_position  cardinal_direction primary_street  \\\n",
+       "0            CVER                  1                90.0       W Verona   \n",
+       "1            CVER                  3                90.0       W Verona   \n",
+       "2            CVER                  1                90.0       W Verona   \n",
+       "3            CVER                  1                90.0       E Verona   \n",
+       "4            CVER                  3                90.0       E Verona   \n",
+       "5            CVER                  3                90.0       E Verona   \n",
+       "6            CVER                  3                90.0       E Verona   \n",
+       "7            CFIT                  1                90.0           Lacy   \n",
+       "8            CFIT                  3                90.0       E Cheryl   \n",
+       "9            CFIT                  3                90.0       E Cheryl   \n",
+       "\n",
+       "   address_range   cross_location  wheelchair  \n",
+       "0            799        Westridge           1  \n",
+       "1            601        Half Mile           0  \n",
+       "2            507           Legion           1  \n",
+       "3            101           S Main           1  \n",
+       "4            499       Enterprise           1  \n",
+       "5            699         Hometown           1  \n",
+       "6            999      Maple Grove           1  \n",
+       "7           5551  S Fish Hatchery           0  \n",
+       "8           5351            Fahey           1  \n",
+       "9           5465     Woods Hollow           1  "
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "query = \"\"\"\n",
+    "    SELECT *  \n",
+    "    FROM stops  \n",
+    "    WHERE cardinal_direction = 90\n",
+    "    ORDER BY stop_lat\n",
+    "    LIMIT 10\n",
+    "\"\"\"\n",
+    "pd.read_sql(query, conn)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 2: Find the route service name for the \"E\" route"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'SQUARE:MCKEE'"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "query = \"\"\"\n",
+    "    select *\n",
+    "    from routes\n",
+    "    where route_short_name = 'E'\n",
+    "\"\"\"\n",
+    "pd.read_sql(query, conn).iloc[0]['route_service_name']"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 3: Find the stop name of the west-most bus stop"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Northern Lights at Epic Staff C'"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "query = \"\"\"\n",
+    "    select stop_name\n",
+    "    from stops\n",
+    "    order by stop_lon ASC\n",
+    "\"\"\"\n",
+    "pd.read_sql(query, conn).iloc[0][\"stop_name\"]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 4: What are the names and descriptions of the westbound stops that are wheelchair-accessible and managed by the city of Sun Prarie (CSUN)?\n",
+    "\n",
+    "Order your answer by the name of the street"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>stop_name</th>\n",
+       "      <th>stop_desc</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>O'Keeffe at Brown Bear</td>\n",
+       "      <td>This stop (#9356) is westbound on the 1298 blo...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>O'Keeffe at Prairie</td>\n",
+       "      <td>This stop (#9528) is westbound on the 850 bloc...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>O'Keeffe at Summerfield</td>\n",
+       "      <td>This stop (#9782) is westbound on the 1098 blo...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Tower at N Bristol</td>\n",
+       "      <td>This stop (#9272) is westbound on the 2 block ...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Tower at Fitness</td>\n",
+       "      <td>This stop (#9536) is westbound on the 598 bloc...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>Tower at Grandview</td>\n",
+       "      <td>This stop (#9648) is westbound on the 100 bloc...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>W Main at N Bird</td>\n",
+       "      <td>This stop (#9178) is westbound on the 800 bloc...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>W Main at N Walker</td>\n",
+       "      <td>This stop (#9202) is westbound on the 1400 blo...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>W Main at Ruby</td>\n",
+       "      <td>This stop (#9650) is westbound on the 1200 blo...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>W Main at Clarmar</td>\n",
+       "      <td>This stop (#9946) is westbound on the 1700 blo...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>Windsor at Broadway</td>\n",
+       "      <td>This stop (#9188) is westbound on the 1700 blo...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>Windsor at N Bird</td>\n",
+       "      <td>This stop (#9236) is westbound on the 800 bloc...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>Windsor at Eddington</td>\n",
+       "      <td>This stop (#9360) is westbound on the 1900 blo...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>Windsor at Lois</td>\n",
+       "      <td>This stop (#9492) is westbound on the 1398 blo...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>Windsor at N Thompson</td>\n",
+       "      <td>This stop (#9506) is westbound on the 2300 blo...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                  stop_name                                          stop_desc\n",
+       "0    O'Keeffe at Brown Bear  This stop (#9356) is westbound on the 1298 blo...\n",
+       "1       O'Keeffe at Prairie  This stop (#9528) is westbound on the 850 bloc...\n",
+       "2   O'Keeffe at Summerfield  This stop (#9782) is westbound on the 1098 blo...\n",
+       "3        Tower at N Bristol  This stop (#9272) is westbound on the 2 block ...\n",
+       "4          Tower at Fitness  This stop (#9536) is westbound on the 598 bloc...\n",
+       "5        Tower at Grandview  This stop (#9648) is westbound on the 100 bloc...\n",
+       "6          W Main at N Bird  This stop (#9178) is westbound on the 800 bloc...\n",
+       "7        W Main at N Walker  This stop (#9202) is westbound on the 1400 blo...\n",
+       "8            W Main at Ruby  This stop (#9650) is westbound on the 1200 blo...\n",
+       "9         W Main at Clarmar  This stop (#9946) is westbound on the 1700 blo...\n",
+       "10      Windsor at Broadway  This stop (#9188) is westbound on the 1700 blo...\n",
+       "11        Windsor at N Bird  This stop (#9236) is westbound on the 800 bloc...\n",
+       "12     Windsor at Eddington  This stop (#9360) is westbound on the 1900 blo...\n",
+       "13          Windsor at Lois  This stop (#9492) is westbound on the 1398 blo...\n",
+       "14    Windsor at N Thompson  This stop (#9506) is westbound on the 2300 blo..."
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "query = \"\"\"\n",
+    "    select stop_name, stop_desc\n",
+    "    from stops\n",
+    "    where cardinal_direction = 270 and jurisdiction_id = 'CSUN' and wheelchair = 1\n",
+    "    order by primary_street ASC\n",
+    "\"\"\"\n",
+    "pd.read_sql(query, conn)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 2: What is the URL I can go to to learn more about Route J?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'http://www.cityofmadison.com/metro/routes-schedules/route-j'"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "query = \"\"\"\n",
+    "    SELECT *\n",
+    "    FROM routes\n",
+    "    WHERE route_short_name = 'J'\n",
+    "\"\"\"\n",
+    "url = pd.read_sql(query, conn).iloc[0][\"route_url\"]\n",
+    "url"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 3: How many stops does the City of Fitchburg (CFIT) have jurisdiction over?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "95"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "query = \"\"\"\n",
+    "    select *\n",
+    "    from stops\n",
+    "    where jurisdiction_id = 'CFIT'\n",
+    "\"\"\"\n",
+    "len(pd.read_sql(query, conn))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 5: How many stops does the City of Fitchburg (CFIT) have jurisdiction over?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "95"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "query = \"\"\"\n",
+    "    select COUNT(*) as TOTAL\n",
+    "    from stops\n",
+    "    where jurisdiction_id = 'CFIT'\n",
+    "\"\"\" # next time!\n",
+    "pd.read_sql(query, conn).iloc[0]['TOTAL']"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Don't forget to close your connection!"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "conn.close()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/AmFam_Ashwin/32_Database-1/Lecture Code/Lec32_Database1_Template.ipynb b/s24/AmFam_Ashwin/32_Database-1/Lecture Code/Lec32_Database1_Template.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..81fd4d828bed53fedac00a5d7b36fe3e51bea5b7
--- /dev/null
+++ b/s24/AmFam_Ashwin/32_Database-1/Lecture Code/Lec32_Database1_Template.ipynb	
@@ -0,0 +1,414 @@
+{
+ "cells": [
+  {
+   "attachments": {
+    "image.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![image.png](attachment:image.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 0"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import requests\n",
+    "import pandas as pd\n",
+    "from bs4 import BeautifulSoup\n",
+    "\n",
+    "# New!\n",
+    "import sqlite3"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Take a look at this HTML Table of Volunteer Hours"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<table>\n",
+    "    <tr> <th>Name</th><th>Week 1</th><th>Week 2</th><th>Week 3</th> </tr>\n",
+    "    <tr> <td>Therese</td><td>13</td><td>4</td><td>5</td> </tr>\n",
+    "    <tr> <td>Carl</td><td>5</td><td>7</td><td>8</td> </tr>\n",
+    "    <tr> <td>Marie</td><td>2</td><td>9</td><td>11</td> </tr>\n",
+    "</table>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1 : Parse this using Beautiful Soup, and first extract the header as a list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2: Make a dictionary mapping name to total hours"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Database 1\n",
+    "\n",
+    "### Learning Objectives:\n",
+    "\n",
+    "- Explain how a database is different from a CSV file or a JSON file\n",
+    "- Use SQLite to connect to a database and pandas to query the database\n",
+    "- Write basic queries on a database using SELECT, FROM, WHERE, ORDER BY, and LIMIT\n",
+    "\n",
+    "\n",
+    "\n",
+    "To start, we will go over the slides to explain what Databases and SQL are\n"
+   ]
+  },
+  {
+   "attachments": {
+    "Screen%20Shot%202021-11-23%20at%201.47.20%20PM.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![Screen%20Shot%202021-11-23%20at%201.47.20%20PM.png](attachment:Screen%20Shot%202021-11-23%20at%201.47.20%20PM.png)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db_name = \"bus.db\"\n",
+    "assert os.path.exists(db_name)\n",
+    "\n",
+    "# open a connection object to our database file\n",
+    "conn = sqlite3.connect(db_name)\n",
+    "# note: we need to close 'conn' when we are done, at the end of the notebook file\n",
+    "type(conn)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Pandas has a function  `pd.read_sql(query, connection)`\n",
+    "- Allows us to process an SQL `query` on `connection`\n",
+    "- stores the result in a Pandas DataFrame"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# This command helps us know the table names \n",
+    "df = pd.read_sql(\"\"\"\n",
+    "    SELECT *\n",
+    "    FROM sqlite_master\n",
+    "\"\"\", conn)\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Databases are more structured than CSV and JSON files:\n",
+    "- all data contained inside one or more tables\n",
+    "- all tables must be named, all columns must be named \n",
+    "- all values in a column must be the same type"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# This command shows how our database was set up\n",
+    "# Note the table names, we will use them later. Also note the column names\n",
+    "# Finally, note that types are more formal, different than Python, and strictly enforced\n",
+    "\n",
+    "for command in df[\"sql\"]:\n",
+    "    print(command)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Most basic SQL query\n",
+    "\n",
+    "#### `Select` Column(s) from Table\n",
+    "\n",
+    "##### Can use `*` to mean \"all columns\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pd.read_sql(\"select * from routes\", conn)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 1: Extract all data from the `stops` table"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## More Complicated Queries:"
+   ]
+  },
+  {
+   "attachments": {
+    "Screen%20Shot%202021-11-23%20at%201.43.54%20PM.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![Screen%20Shot%202021-11-23%20at%201.43.54%20PM.png](attachment:Screen%20Shot%202021-11-23%20at%201.43.54%20PM.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 1: Of the stops that are eastbound, what are the top 10 southern stops?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "query = \"\"\"\n",
+    "    SELECT *  \n",
+    "    FROM stops  \n",
+    "    WHERE cardinal_direction = 90\n",
+    "    ORDER BY stop_lat\n",
+    "    LIMIT 10\n",
+    "\"\"\"\n",
+    "pd.read_sql(query, conn)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 2: Find the route service name for the \"E\" route"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "query = \"\"\"\n",
+    "    select *\n",
+    "    from routes\n",
+    "    where route_short_name = 'E'\n",
+    "\"\"\"\n",
+    "pd.read_sql(query, conn).iloc[0]['route_service_name']"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 3: Find the stop name of the west-most bus stop"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "query = \"\"\"\n",
+    "    select stop_name\n",
+    "    from stops\n",
+    "    order by stop_lon ASC\n",
+    "\"\"\"\n",
+    "pd.read_sql(query, conn).iloc[0][\"stop_name\"]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 4: What are the names and descriptions of the westbound stops that are wheelchair-accessible and managed by the city of Sun Prarie (CSUN)?\n",
+    "\n",
+    "Order your answer by the name of the street"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "query = \"\"\"\n",
+    "    select stop_name, stop_desc\n",
+    "    from stops\n",
+    "    where cardinal_direction = 270 and jurisdiction_id = 'CSUN' and wheelchair = 1\n",
+    "    order by primary_street ASC\n",
+    "\"\"\"\n",
+    "pd.read_sql(query, conn)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 2: What is the URL I can go to to learn more about Route J?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 3: How many stops does the City of Fitchburg (CFIT) have jurisdiction over?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 5: How many stops does the City of Fitchburg (CFIT) have jurisdiction over?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "query = \"\"\"\n",
+    "    select COUNT(*) as TOTAL\n",
+    "    from stops\n",
+    "    where jurisdiction_id = 'CFIT'\n",
+    "\"\"\" # next time!\n",
+    "pd.read_sql(query, conn).iloc[0]['TOTAL']"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Don't forget to close your connection!"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "conn.close()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/AmFam_Ashwin/32_Database-1/Lecture Code/bus.db b/s24/AmFam_Ashwin/32_Database-1/Lecture Code/bus.db
new file mode 100644
index 0000000000000000000000000000000000000000..edec47b227f7f4b1ee95fda00059891a5ae1fabe
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diff --git a/s24/AmFam_Ashwin/33_Database2/Lecture Code/Lec33_Database2_Solution.ipynb b/s24/AmFam_Ashwin/33_Database2/Lecture Code/Lec33_Database2_Solution.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..2b4308cbda124df45e909eff636247780c9ffb6d
--- /dev/null
+++ b/s24/AmFam_Ashwin/33_Database2/Lecture Code/Lec33_Database2_Solution.ipynb	
@@ -0,0 +1,3531 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import sqlite3\n",
+    "import pandas as pd\n",
+    "import os"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup: SQL query clauses\n",
+    "- **SELECT**: column, column, ...  or *\n",
+    "- **FROM**: table\n",
+    "- **WHERE**:  boolean expression (if row has ....)\n",
+    " - can use **AND**, **OR**, **NOT**\n",
+    "- **ORDER BY**  column (**ASC**, **DESC**)\n",
+    "- **LIMIT**: num rows"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 0: Open a connection to the movies database `movies.db`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here\n",
+    "movies_path = \"movies.db\"\n",
+    "assert os.path.exists(movies_path)\n",
+    "c = sqlite3.connect(movies_path)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1: What are the table names?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>type</th>\n",
+       "      <th>name</th>\n",
+       "      <th>tbl_name</th>\n",
+       "      <th>rootpage</th>\n",
+       "      <th>sql</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>table</td>\n",
+       "      <td>movies</td>\n",
+       "      <td>movies</td>\n",
+       "      <td>2</td>\n",
+       "      <td>CREATE TABLE \"movies\" (\\n\"Title\" TEXT,\\n  \"Gen...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    type    name tbl_name  rootpage  \\\n",
+       "0  table  movies   movies         2   \n",
+       "\n",
+       "                                                 sql  \n",
+       "0  CREATE TABLE \"movies\" (\\n\"Title\" TEXT,\\n  \"Gen...  "
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "pd.read_sql(\"select * from sqlite_master\", c)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2: What are the data types?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "CREATE TABLE \"movies\" (\n",
+      "\"Title\" TEXT,\n",
+      "  \"Genre\" TEXT,\n",
+      "  \"Director\" TEXT,\n",
+      "  \"Cast\" TEXT,\n",
+      "  \"Year\" INTEGER,\n",
+      "  \"Runtime\" INTEGER,\n",
+      "  \"Rating\" REAL,\n",
+      "  \"Revenue\" REAL\n",
+      ")\n"
+     ]
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "print(pd.read_sql(\"select * from sqlite_master\", c).iloc[0][\"sql\"])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 3: What is the data in the `movies` table?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Title</th>\n",
+       "      <th>Genre</th>\n",
+       "      <th>Director</th>\n",
+       "      <th>Cast</th>\n",
+       "      <th>Year</th>\n",
+       "      <th>Runtime</th>\n",
+       "      <th>Rating</th>\n",
+       "      <th>Revenue</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Guardians of the Galaxy</td>\n",
+       "      <td>Action,Adventure,Sci-Fi</td>\n",
+       "      <td>James Gunn</td>\n",
+       "      <td>Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...</td>\n",
+       "      <td>2014</td>\n",
+       "      <td>121</td>\n",
+       "      <td>8.1</td>\n",
+       "      <td>333.13</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Prometheus</td>\n",
+       "      <td>Adventure,Mystery,Sci-Fi</td>\n",
+       "      <td>Ridley Scott</td>\n",
+       "      <td>Noomi Rapace, Logan Marshall-Green, Michael   ...</td>\n",
+       "      <td>2012</td>\n",
+       "      <td>124</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>126.46</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Split</td>\n",
+       "      <td>Horror,Thriller</td>\n",
+       "      <td>M. Night Shyamalan</td>\n",
+       "      <td>James McAvoy, Anya Taylor-Joy, Haley Lu Richar...</td>\n",
+       "      <td>2016</td>\n",
+       "      <td>117</td>\n",
+       "      <td>7.3</td>\n",
+       "      <td>138.12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Sing</td>\n",
+       "      <td>Animation,Comedy,Family</td>\n",
+       "      <td>Christophe Lourdelet</td>\n",
+       "      <td>Matthew McConaughey,Reese Witherspoon, Seth Ma...</td>\n",
+       "      <td>2016</td>\n",
+       "      <td>108</td>\n",
+       "      <td>7.2</td>\n",
+       "      <td>270.32</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Suicide Squad</td>\n",
+       "      <td>Action,Adventure,Fantasy</td>\n",
+       "      <td>David Ayer</td>\n",
+       "      <td>Will Smith, Jared Leto, Margot Robbie, Viola D...</td>\n",
+       "      <td>2016</td>\n",
+       "      <td>123</td>\n",
+       "      <td>6.2</td>\n",
+       "      <td>325.02</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1063</th>\n",
+       "      <td>Guardians of the Galaxy Vol. 2</td>\n",
+       "      <td>Action, Adventure, Comedy</td>\n",
+       "      <td>James Gunn</td>\n",
+       "      <td>Chris Pratt, Zoe Saldana, Dave Bautista, Vin D...</td>\n",
+       "      <td>2017</td>\n",
+       "      <td>136</td>\n",
+       "      <td>7.6</td>\n",
+       "      <td>389.81</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1064</th>\n",
+       "      <td>Baby Driver</td>\n",
+       "      <td>Action, Crime, Drama</td>\n",
+       "      <td>Edgar Wright</td>\n",
+       "      <td>Ansel Elgort, Jon Bernthal, Jon Hamm, Eiza Gon...</td>\n",
+       "      <td>2017</td>\n",
+       "      <td>113</td>\n",
+       "      <td>7.6</td>\n",
+       "      <td>107.83</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1065</th>\n",
+       "      <td>Only the Brave</td>\n",
+       "      <td>Action, Biography, Drama</td>\n",
+       "      <td>Joseph Kosinski</td>\n",
+       "      <td>Josh Brolin, Miles Teller, Jeff Bridges, Jenni...</td>\n",
+       "      <td>2017</td>\n",
+       "      <td>134</td>\n",
+       "      <td>7.6</td>\n",
+       "      <td>18.34</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1066</th>\n",
+       "      <td>Incredibles 2</td>\n",
+       "      <td>Animation, Action, Adventure</td>\n",
+       "      <td>Brad Bird</td>\n",
+       "      <td>Craig T. Nelson, Holly Hunter, Sarah Vowell, H...</td>\n",
+       "      <td>2018</td>\n",
+       "      <td>118</td>\n",
+       "      <td>7.6</td>\n",
+       "      <td>608.58</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1067</th>\n",
+       "      <td>A Star Is Born</td>\n",
+       "      <td>Drama, Music, Romance</td>\n",
+       "      <td>Bradley Cooper</td>\n",
+       "      <td>Lady Gaga, Bradley Cooper, Sam Elliott, Greg G...</td>\n",
+       "      <td>2018</td>\n",
+       "      <td>136</td>\n",
+       "      <td>7.6</td>\n",
+       "      <td>215.29</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1068 rows × 8 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                               Title                         Genre  \\\n",
+       "0            Guardians of the Galaxy       Action,Adventure,Sci-Fi   \n",
+       "1                         Prometheus      Adventure,Mystery,Sci-Fi   \n",
+       "2                              Split               Horror,Thriller   \n",
+       "3                               Sing       Animation,Comedy,Family   \n",
+       "4                      Suicide Squad      Action,Adventure,Fantasy   \n",
+       "...                              ...                           ...   \n",
+       "1063  Guardians of the Galaxy Vol. 2     Action, Adventure, Comedy   \n",
+       "1064                     Baby Driver          Action, Crime, Drama   \n",
+       "1065                  Only the Brave      Action, Biography, Drama   \n",
+       "1066                   Incredibles 2  Animation, Action, Adventure   \n",
+       "1067                  A Star Is Born         Drama, Music, Romance   \n",
+       "\n",
+       "                  Director                                               Cast  \\\n",
+       "0               James Gunn  Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...   \n",
+       "1             Ridley Scott  Noomi Rapace, Logan Marshall-Green, Michael   ...   \n",
+       "2       M. Night Shyamalan  James McAvoy, Anya Taylor-Joy, Haley Lu Richar...   \n",
+       "3     Christophe Lourdelet  Matthew McConaughey,Reese Witherspoon, Seth Ma...   \n",
+       "4               David Ayer  Will Smith, Jared Leto, Margot Robbie, Viola D...   \n",
+       "...                    ...                                                ...   \n",
+       "1063            James Gunn  Chris Pratt, Zoe Saldana, Dave Bautista, Vin D...   \n",
+       "1064          Edgar Wright  Ansel Elgort, Jon Bernthal, Jon Hamm, Eiza Gon...   \n",
+       "1065       Joseph Kosinski  Josh Brolin, Miles Teller, Jeff Bridges, Jenni...   \n",
+       "1066             Brad Bird  Craig T. Nelson, Holly Hunter, Sarah Vowell, H...   \n",
+       "1067        Bradley Cooper  Lady Gaga, Bradley Cooper, Sam Elliott, Greg G...   \n",
+       "\n",
+       "      Year  Runtime  Rating  Revenue  \n",
+       "0     2014      121     8.1   333.13  \n",
+       "1     2012      124     7.0   126.46  \n",
+       "2     2016      117     7.3   138.12  \n",
+       "3     2016      108     7.2   270.32  \n",
+       "4     2016      123     6.2   325.02  \n",
+       "...    ...      ...     ...      ...  \n",
+       "1063  2017      136     7.6   389.81  \n",
+       "1064  2017      113     7.6   107.83  \n",
+       "1065  2017      134     7.6    18.34  \n",
+       "1066  2018      118     7.6   608.58  \n",
+       "1067  2018      136     7.6   215.29  \n",
+       "\n",
+       "[1068 rows x 8 columns]"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "pd.read_sql(\"select * from movies\", c)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### This function allows to type less for each query"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Title</th>\n",
+       "      <th>Genre</th>\n",
+       "      <th>Director</th>\n",
+       "      <th>Cast</th>\n",
+       "      <th>Year</th>\n",
+       "      <th>Runtime</th>\n",
+       "      <th>Rating</th>\n",
+       "      <th>Revenue</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Guardians of the Galaxy</td>\n",
+       "      <td>Action,Adventure,Sci-Fi</td>\n",
+       "      <td>James Gunn</td>\n",
+       "      <td>Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...</td>\n",
+       "      <td>2014</td>\n",
+       "      <td>121</td>\n",
+       "      <td>8.1</td>\n",
+       "      <td>333.13</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Prometheus</td>\n",
+       "      <td>Adventure,Mystery,Sci-Fi</td>\n",
+       "      <td>Ridley Scott</td>\n",
+       "      <td>Noomi Rapace, Logan Marshall-Green, Michael   ...</td>\n",
+       "      <td>2012</td>\n",
+       "      <td>124</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>126.46</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Split</td>\n",
+       "      <td>Horror,Thriller</td>\n",
+       "      <td>M. Night Shyamalan</td>\n",
+       "      <td>James McAvoy, Anya Taylor-Joy, Haley Lu Richar...</td>\n",
+       "      <td>2016</td>\n",
+       "      <td>117</td>\n",
+       "      <td>7.3</td>\n",
+       "      <td>138.12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Sing</td>\n",
+       "      <td>Animation,Comedy,Family</td>\n",
+       "      <td>Christophe Lourdelet</td>\n",
+       "      <td>Matthew McConaughey,Reese Witherspoon, Seth Ma...</td>\n",
+       "      <td>2016</td>\n",
+       "      <td>108</td>\n",
+       "      <td>7.2</td>\n",
+       "      <td>270.32</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Suicide Squad</td>\n",
+       "      <td>Action,Adventure,Fantasy</td>\n",
+       "      <td>David Ayer</td>\n",
+       "      <td>Will Smith, Jared Leto, Margot Robbie, Viola D...</td>\n",
+       "      <td>2016</td>\n",
+       "      <td>123</td>\n",
+       "      <td>6.2</td>\n",
+       "      <td>325.02</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1063</th>\n",
+       "      <td>Guardians of the Galaxy Vol. 2</td>\n",
+       "      <td>Action, Adventure, Comedy</td>\n",
+       "      <td>James Gunn</td>\n",
+       "      <td>Chris Pratt, Zoe Saldana, Dave Bautista, Vin D...</td>\n",
+       "      <td>2017</td>\n",
+       "      <td>136</td>\n",
+       "      <td>7.6</td>\n",
+       "      <td>389.81</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1064</th>\n",
+       "      <td>Baby Driver</td>\n",
+       "      <td>Action, Crime, Drama</td>\n",
+       "      <td>Edgar Wright</td>\n",
+       "      <td>Ansel Elgort, Jon Bernthal, Jon Hamm, Eiza Gon...</td>\n",
+       "      <td>2017</td>\n",
+       "      <td>113</td>\n",
+       "      <td>7.6</td>\n",
+       "      <td>107.83</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1065</th>\n",
+       "      <td>Only the Brave</td>\n",
+       "      <td>Action, Biography, Drama</td>\n",
+       "      <td>Joseph Kosinski</td>\n",
+       "      <td>Josh Brolin, Miles Teller, Jeff Bridges, Jenni...</td>\n",
+       "      <td>2017</td>\n",
+       "      <td>134</td>\n",
+       "      <td>7.6</td>\n",
+       "      <td>18.34</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1066</th>\n",
+       "      <td>Incredibles 2</td>\n",
+       "      <td>Animation, Action, Adventure</td>\n",
+       "      <td>Brad Bird</td>\n",
+       "      <td>Craig T. Nelson, Holly Hunter, Sarah Vowell, H...</td>\n",
+       "      <td>2018</td>\n",
+       "      <td>118</td>\n",
+       "      <td>7.6</td>\n",
+       "      <td>608.58</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1067</th>\n",
+       "      <td>A Star Is Born</td>\n",
+       "      <td>Drama, Music, Romance</td>\n",
+       "      <td>Bradley Cooper</td>\n",
+       "      <td>Lady Gaga, Bradley Cooper, Sam Elliott, Greg G...</td>\n",
+       "      <td>2018</td>\n",
+       "      <td>136</td>\n",
+       "      <td>7.6</td>\n",
+       "      <td>215.29</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1068 rows × 8 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                               Title                         Genre  \\\n",
+       "0            Guardians of the Galaxy       Action,Adventure,Sci-Fi   \n",
+       "1                         Prometheus      Adventure,Mystery,Sci-Fi   \n",
+       "2                              Split               Horror,Thriller   \n",
+       "3                               Sing       Animation,Comedy,Family   \n",
+       "4                      Suicide Squad      Action,Adventure,Fantasy   \n",
+       "...                              ...                           ...   \n",
+       "1063  Guardians of the Galaxy Vol. 2     Action, Adventure, Comedy   \n",
+       "1064                     Baby Driver          Action, Crime, Drama   \n",
+       "1065                  Only the Brave      Action, Biography, Drama   \n",
+       "1066                   Incredibles 2  Animation, Action, Adventure   \n",
+       "1067                  A Star Is Born         Drama, Music, Romance   \n",
+       "\n",
+       "                  Director                                               Cast  \\\n",
+       "0               James Gunn  Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...   \n",
+       "1             Ridley Scott  Noomi Rapace, Logan Marshall-Green, Michael   ...   \n",
+       "2       M. Night Shyamalan  James McAvoy, Anya Taylor-Joy, Haley Lu Richar...   \n",
+       "3     Christophe Lourdelet  Matthew McConaughey,Reese Witherspoon, Seth Ma...   \n",
+       "4               David Ayer  Will Smith, Jared Leto, Margot Robbie, Viola D...   \n",
+       "...                    ...                                                ...   \n",
+       "1063            James Gunn  Chris Pratt, Zoe Saldana, Dave Bautista, Vin D...   \n",
+       "1064          Edgar Wright  Ansel Elgort, Jon Bernthal, Jon Hamm, Eiza Gon...   \n",
+       "1065       Joseph Kosinski  Josh Brolin, Miles Teller, Jeff Bridges, Jenni...   \n",
+       "1066             Brad Bird  Craig T. Nelson, Holly Hunter, Sarah Vowell, H...   \n",
+       "1067        Bradley Cooper  Lady Gaga, Bradley Cooper, Sam Elliott, Greg G...   \n",
+       "\n",
+       "      Year  Runtime  Rating  Revenue  \n",
+       "0     2014      121     8.1   333.13  \n",
+       "1     2012      124     7.0   126.46  \n",
+       "2     2016      117     7.3   138.12  \n",
+       "3     2016      108     7.2   270.32  \n",
+       "4     2016      123     6.2   325.02  \n",
+       "...    ...      ...     ...      ...  \n",
+       "1063  2017      136     7.6   389.81  \n",
+       "1064  2017      113     7.6   107.83  \n",
+       "1065  2017      134     7.6    18.34  \n",
+       "1066  2018      118     7.6   608.58  \n",
+       "1067  2018      136     7.6   215.29  \n",
+       "\n",
+       "[1068 rows x 8 columns]"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "def qry(sql, conn=c):\n",
+    "    return pd.read_sql(sql, conn)\n",
+    "\n",
+    "qry(\"\"\"\n",
+    "SELECT *\n",
+    "FROM movies\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 4: What's the *Title* of the movie with the highest *Rating*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'The Dark Knight'"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "df = qry(\"\"\"\n",
+    "SELECT Title, Rating\n",
+    "FROM movies\n",
+    "ORDER BY Rating DESC\n",
+    "LIMIT 1\n",
+    "\"\"\")\n",
+    "df.iloc[0][\"Title\"]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 5: Which *Director* made the movie with the shortest *Runtime*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Claude Barras'"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "df = qry(\"\"\"\n",
+    "SELECT Director, Runtime\n",
+    "FROM movies\n",
+    "ORDER BY Runtime\n",
+    "LIMIT 1\n",
+    "\"\"\")\n",
+    "df.iloc[0][\"Director\"]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 6: What was the *Director*  and *Title* of the movie with the largest *Revenue*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'J.J. Abrams'"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "df = qry(\"\"\"\n",
+    "SELECT director, revenue, title\n",
+    "FROM movies\n",
+    "ORDER BY revenue DESC\n",
+    "LIMIT 1\n",
+    "\"\"\")\n",
+    "df.iloc[0][\"Director\"]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 7: What is the *Title* of the movie with the highest *Revenue* in *Year* 2016?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Rogue One'"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "df = qry(\"\"\"\n",
+    "SELECT title, revenue, year\n",
+    "FROM movies\n",
+    "WHERE year = 2016\n",
+    "ORDER BY revenue DESC\n",
+    "LIMIT 1\n",
+    "\"\"\")\n",
+    "df.iloc[0][\"Title\"]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 8: Which *3 movies*  had the highest *Revenue* in the *Year* 2016?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Title</th>\n",
+       "      <th>Revenue</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Rogue One</td>\n",
+       "      <td>532.17</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Finding Dory</td>\n",
+       "      <td>486.29</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Captain America: Civil War</td>\n",
+       "      <td>408.08</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                        Title  Revenue\n",
+       "0                   Rogue One   532.17\n",
+       "1                Finding Dory   486.29\n",
+       "2  Captain America: Civil War   408.08"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# write your code here\n",
+    "df = qry(\"\"\"\n",
+    "SELECT title, revenue\n",
+    "FROM movies\n",
+    "WHERE year = 2016\n",
+    "ORDER BY revenue DESC\n",
+    "LIMIT 3\n",
+    "\"\"\")\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Lecture 33: Database 2\n",
+    "Learning Objectives:\n",
+    "- Use the `AS` command to rename a column or a calculation\n",
+    "- Use SQL Aggregate functions to summarize database columns: \n",
+    " - `SUM`, `AVG`, `COUNT`, `MIN`, `MAX`, `DISTINCT`\n",
+    "- Use the `GROUP BY` command to place database rows into buckets.\n",
+    "- Use the `HAVING` command to apply conditions to groups."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 1: Which *3 movies* have the highest *revenue-per-minute*?\n",
+    "\n",
+    "The `AS` clause lets us rename a column or a calcuation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Title</th>\n",
+       "      <th>Revenue</th>\n",
+       "      <th>Runtime</th>\n",
+       "      <th>RPM</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Star Wars: Episode VII - The Force Awakens</td>\n",
+       "      <td>936.63</td>\n",
+       "      <td>136</td>\n",
+       "      <td>6.886985</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Jurassic World</td>\n",
+       "      <td>652.18</td>\n",
+       "      <td>124</td>\n",
+       "      <td>5.259516</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Incredibles 2</td>\n",
+       "      <td>608.58</td>\n",
+       "      <td>118</td>\n",
+       "      <td>5.157458</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                        Title  Revenue  Runtime       RPM\n",
+       "0  Star Wars: Episode VII - The Force Awakens   936.63      136  6.886985\n",
+       "1                              Jurassic World   652.18      124  5.259516\n",
+       "2                               Incredibles 2   608.58      118  5.157458"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT title, revenue, rUnTiME, revenue / runtime AS RPM\n",
+    "FROM movies\n",
+    "ORDER BY RPM DESC\n",
+    "LIMIT 3\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Aggregate Queries\n",
+    "\n",
+    "```\n",
+    "SUM, AVG, COUNT, MIN, MAX, DISTINCT\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 2: How many *rows of movies* are there?\n",
+    "Note: when we want to count the number of rows, we use COUNT(*)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>COUNT(*)</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1068</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   COUNT(*)\n",
+       "0      1068"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT COUNT(*)\n",
+    "FROM movies\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 3: How many *directors* are there?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>COUNT(director)</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1068</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   COUNT(director)\n",
+       "0             1068"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# This doesn't feel correct - it counts duplicates for director names!\n",
+    "qry(\"\"\"\n",
+    "SELECT COUNT(director)\n",
+    "FROM movies\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Use `COUNT(DISTINCT columname)`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>COUNT(DISTINCT director)</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>679</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   COUNT(DISTINCT director)\n",
+       "0                       679"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT COUNT(DISTINCT director)\n",
+    "FROM movies\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 4: What are the names of the *directors* (without duplicates)?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['James Gunn',\n",
+       " 'Ridley Scott',\n",
+       " 'M. Night Shyamalan',\n",
+       " 'Christophe Lourdelet',\n",
+       " 'David Ayer',\n",
+       " 'Yimou Zhang',\n",
+       " 'Damien Chazelle',\n",
+       " 'Sean Foley',\n",
+       " 'James Gray',\n",
+       " 'Morten Tyldum',\n",
+       " 'David Yates',\n",
+       " 'Theodore Melfi',\n",
+       " 'Gareth Edwards',\n",
+       " 'Ron Clements',\n",
+       " 'Nacho Vigalondo',\n",
+       " 'Chris Renaud',\n",
+       " 'Mel Gibson',\n",
+       " 'Paul Greengrass',\n",
+       " 'Garth Davis',\n",
+       " 'Denis Villeneuve',\n",
+       " 'Stephen Gaghan',\n",
+       " 'Kenneth Lonergan',\n",
+       " 'Ben Young',\n",
+       " 'Walt Dohrn',\n",
+       " 'Roland Emmerich',\n",
+       " 'Dominique Abel',\n",
+       " 'S.S. Rajamouli',\n",
+       " 'Phillip Guzman',\n",
+       " 'Jon Lucas',\n",
+       " 'Justin Kurzel',\n",
+       " 'John Hamburg',\n",
+       " 'Tom Ford',\n",
+       " 'Bryan Singer',\n",
+       " 'Tim Miller',\n",
+       " 'Paul W.S. Anderson',\n",
+       " 'Anthony Russo',\n",
+       " 'Christopher Nolan',\n",
+       " 'Scott Derrickson',\n",
+       " 'Antoine Fuqua',\n",
+       " 'Patrick Read Johnson',\n",
+       " 'Greg Tiernan',\n",
+       " 'Barry Jenkins',\n",
+       " 'Shawn Burkett',\n",
+       " 'John Lee Hancock',\n",
+       " 'Ricardo de Montreuil',\n",
+       " 'Rob Marshall',\n",
+       " 'John Madden',\n",
+       " 'Scott Hicks',\n",
+       " 'Justin Lin',\n",
+       " 'Sean Penn',\n",
+       " 'J.J. Abrams',\n",
+       " 'Anna Foerster',\n",
+       " 'Garry Marshall',\n",
+       " 'Chad Stahelski',\n",
+       " 'Martin Scorsese',\n",
+       " 'Fede Alvarez',\n",
+       " 'Thea Sharrock',\n",
+       " 'Lone Scherfig',\n",
+       " 'Clint Eastwood',\n",
+       " 'Zack Snyder',\n",
+       " 'André Øvredal',\n",
+       " 'Tate Taylor',\n",
+       " 'Sam Taylor-Johnson',\n",
+       " 'Matthew Vaughn',\n",
+       " 'Peter Berg',\n",
+       " 'George Miller',\n",
+       " 'Robin Swicord',\n",
+       " 'Terry George',\n",
+       " 'Robert Zemeckis',\n",
+       " 'J.A. Bayona',\n",
+       " 'David Frankel',\n",
+       " 'Byron Howard',\n",
+       " 'Gore Verbinski',\n",
+       " 'Joss Whedon',\n",
+       " 'Quentin Tarantino',\n",
+       " 'Paul Feig',\n",
+       " 'Matt Ross',\n",
+       " 'David Fincher',\n",
+       " 'James Wan',\n",
+       " 'Colin Trevorrow',\n",
+       " 'Ben Affleck',\n",
+       " 'James Cameron',\n",
+       " \"Gavin O'Connor\",\n",
+       " 'Duncan Jones',\n",
+       " 'Todd Phillips',\n",
+       " 'Shane Black',\n",
+       " 'Makoto Shinkai',\n",
+       " 'Jeremy Gillespie',\n",
+       " 'Olivier Assayas',\n",
+       " 'Brian Helgeland',\n",
+       " 'Kenneth Branagh',\n",
+       " 'Oriol Paulo',\n",
+       " 'Guy Ritchie',\n",
+       " 'David Mackenzie',\n",
+       " 'Taylor Hackford',\n",
+       " 'Katie Holmes',\n",
+       " 'Alex Garland',\n",
+       " 'Greg McLean',\n",
+       " 'Steve McQueen',\n",
+       " 'Ana Lily Amirpour',\n",
+       " 'Josh Gordon',\n",
+       " 'Nicolas Winding Refn',\n",
+       " 'Nitesh Tiwari',\n",
+       " 'Dan Trachtenberg',\n",
+       " 'Andrew Stanton',\n",
+       " 'Tim Burton',\n",
+       " 'Neil Burger',\n",
+       " 'Jake Szymanski',\n",
+       " 'Todor Chapkanov',\n",
+       " 'Jon Favreau',\n",
+       " 'Michael Bay',\n",
+       " 'Henry Joost',\n",
+       " 'Phyllida Lloyd',\n",
+       " 'Alejandro González Iñárritu',\n",
+       " 'Denzel Washington',\n",
+       " 'Jaume Collet-Serra',\n",
+       " 'Derek Cianfrance',\n",
+       " 'Ethan Coen',\n",
+       " 'Baz Luhrmann',\n",
+       " 'Martin Koolhoven',\n",
+       " 'Thor Freudenthal',\n",
+       " 'Adam McKay',\n",
+       " 'Lenny Abrahamson',\n",
+       " 'Chan-wook Park',\n",
+       " 'Kelly Fremon Craig',\n",
+       " 'Greg Mottola',\n",
+       " 'Ron Howard',\n",
+       " 'Steven Spielberg',\n",
+       " 'Gary Ross',\n",
+       " 'Elizabeth Wood',\n",
+       " 'David Lynch',\n",
+       " 'Colin Strause',\n",
+       " 'Guillermo del Toro',\n",
+       " 'Glenn Ficarra',\n",
+       " 'Edgar Wright',\n",
+       " 'Fabio Guaglione',\n",
+       " 'Ben Wheatley',\n",
+       " 'Edward Zwick',\n",
+       " 'Martin Campbell',\n",
+       " 'Catherine Hardwicke',\n",
+       " 'Jon M. Chu',\n",
+       " 'Simon Curtis',\n",
+       " 'Sam Mendes',\n",
+       " 'Dan Gilroy',\n",
+       " 'Travis Knight',\n",
+       " 'Jackson Stewart',\n",
+       " 'Spike Jonze',\n",
+       " 'Chris Buck',\n",
+       " 'Brad Bird',\n",
+       " 'Matt Reeves',\n",
+       " 'Ben Stiller',\n",
+       " 'Peyton Reed',\n",
+       " 'Sharon Maguire',\n",
+       " 'Robert Eggers',\n",
+       " 'Mateo Gil',\n",
+       " 'Asghar Farhadi',\n",
+       " 'Gaspar Noé',\n",
+       " 'Ang Lee',\n",
+       " 'Judd Apatow',\n",
+       " 'April Mullen',\n",
+       " 'Tom McCarthy',\n",
+       " 'Luke Scott',\n",
+       " 'Joe Johnston',\n",
+       " 'Akan Satayev',\n",
+       " 'Rawson Marshall Thurber',\n",
+       " 'Doug Liman',\n",
+       " 'Oliver Stone',\n",
+       " 'Robert Schwentke',\n",
+       " 'Julia Ducournau',\n",
+       " 'Jim Jarmusch',\n",
+       " 'Colm McCarthy',\n",
+       " 'Brad Peyton',\n",
+       " 'Harmony Korine',\n",
+       " 'Spike Lee',\n",
+       " 'Alan Taylor',\n",
+       " 'Alex Proyas',\n",
+       " 'Chris Wedge',\n",
+       " 'Liam Gavin',\n",
+       " 'Ilya Naishuller',\n",
+       " 'John Lasseter',\n",
+       " 'David Robert Mitchell',\n",
+       " 'Andrea Arnold',\n",
+       " 'Yorgos Lanthimos',\n",
+       " 'Nimród Antal',\n",
+       " 'Robert Stromberg',\n",
+       " 'Steven Shainberg',\n",
+       " 'Andy Goddard',\n",
+       " 'Christopher McQuarrie',\n",
+       " 'Cedric Nicolas-Troyan',\n",
+       " 'Stephen Chbosky',\n",
+       " 'Pablo Larraín',\n",
+       " 'D.J. Caruso',\n",
+       " 'Wes Anderson',\n",
+       " 'Andrew Niccol',\n",
+       " 'Pete Docter',\n",
+       " 'Ash Brannon',\n",
+       " 'Chris Columbus',\n",
+       " 'Tom Hooper',\n",
+       " 'Alfonso Cuarón',\n",
+       " 'Mike Mills',\n",
+       " 'Olivier Nakache',\n",
+       " 'Eleanor Coppola',\n",
+       " 'F. Gary Gray',\n",
+       " 'Marc Webb',\n",
+       " 'Rupert Wyatt',\n",
+       " 'David F. Sandberg',\n",
+       " 'Joseph Cedar',\n",
+       " 'Darren Aronofsky',\n",
+       " 'Justin Simien',\n",
+       " 'Lars von Trier',\n",
+       " 'Dave Green',\n",
+       " 'Eli Roth',\n",
+       " 'Dan Mazer',\n",
+       " 'Tom Tykwer',\n",
+       " 'Gavin Hood',\n",
+       " 'Jeffrey G. Hunt',\n",
+       " 'Peter Jackson',\n",
+       " 'Phil Lord',\n",
+       " 'John Carney',\n",
+       " 'Eric Summer',\n",
+       " 'Joseph Kosinski',\n",
+       " 'Richard Linklater',\n",
+       " 'Louis Leterrier',\n",
+       " 'Brett Ratner',\n",
+       " 'Lana Wachowski',\n",
+       " 'Jared Hess',\n",
+       " 'Jalil Lespert',\n",
+       " 'Sang-ho Yeon',\n",
+       " 'Jason Moore',\n",
+       " 'Nicholas Stoller',\n",
+       " 'David Leveaux',\n",
+       " 'Ross Katz',\n",
+       " 'Mike Thurmeier',\n",
+       " 'Brad Furman',\n",
+       " 'Paul Thomas Anderson',\n",
+       " 'Drew Goddard',\n",
+       " 'Fred Wolf',\n",
+       " 'Jim Field Smith',\n",
+       " 'James Bobin',\n",
+       " 'Gary Michael Schultz',\n",
+       " 'Christian Ditter',\n",
+       " 'Abdellatif Kechiche',\n",
+       " 'Jennifer Kent',\n",
+       " 'Bong Joon Ho',\n",
+       " 'J Blakeson',\n",
+       " 'Dan Berk',\n",
+       " 'Anne Fletcher',\n",
+       " 'So Yong Kim',\n",
+       " 'Breck Eisner',\n",
+       " 'Paul McGuigan',\n",
+       " 'Roger Spottiswoode',\n",
+       " 'Jeremy Saulnier',\n",
+       " 'Michael Mann',\n",
+       " 'Jean-Marc Vallée',\n",
+       " 'Mike Flanagan',\n",
+       " 'David O. Russell',\n",
+       " 'Alexi Pappas',\n",
+       " 'Josh Boone',\n",
+       " 'Frank Coraci',\n",
+       " 'Rian Johnson',\n",
+       " 'David Lowery',\n",
+       " 'Sam Raimi',\n",
+       " 'Karyn Kusama',\n",
+       " 'Woody Allen',\n",
+       " 'William Oldroyd',\n",
+       " 'Jocelyn Moorhouse',\n",
+       " 'Sergei Bodrov',\n",
+       " 'James Marsh',\n",
+       " 'Evan Goldberg',\n",
+       " 'Richard Curtis',\n",
+       " 'Jon Watts',\n",
+       " 'Ruben Fleischer',\n",
+       " 'Danny Boyle',\n",
+       " 'Bill Condon',\n",
+       " 'Alex Ranarivelo',\n",
+       " 'Timur Bekmambetov',\n",
+       " 'J.D. Dillard',\n",
+       " 'Wes Ball',\n",
+       " 'Ariel Vromen',\n",
+       " 'Stephen Frears',\n",
+       " 'Eran Creevy',\n",
+       " 'Scott Cooper',\n",
+       " 'Ryan Coogler',\n",
+       " 'Dan Kwan',\n",
+       " 'Patrick Hughes',\n",
+       " 'Jemaine Clement',\n",
+       " 'Baltasar Kormákur',\n",
+       " 'James Mangold',\n",
+       " 'Peter Atencio',\n",
+       " 'Pierre Morel',\n",
+       " 'Gillies MacKinnon',\n",
+       " 'Dennis Dugan',\n",
+       " 'Lee Toland Krieger',\n",
+       " 'Peter Billingsley',\n",
+       " 'Terry Jones',\n",
+       " 'Steven Soderbergh',\n",
+       " 'Kyle Balda',\n",
+       " 'Rolfe Kanefsky',\n",
+       " 'Pierre Coffin',\n",
+       " 'Michael Hoffman',\n",
+       " 'Kathryn Bigelow',\n",
+       " 'Nathan Greno',\n",
+       " 'Francis Lawrence',\n",
+       " 'John Francis Daley',\n",
+       " 'Elizabeth Banks',\n",
+       " 'Dan Scanlon',\n",
+       " 'Paul Verhoeven',\n",
+       " 'Dennis Gansel',\n",
+       " 'Kevin Smith',\n",
+       " 'Mark Williams',\n",
+       " 'Joe Wright',\n",
+       " 'David Ross',\n",
+       " 'Burr Steers',\n",
+       " 'Noam Murro',\n",
+       " 'Babak Najafi',\n",
+       " 'Frank Miller',\n",
+       " 'Srdjan Spasojevic',\n",
+       " 'James DeMonaco',\n",
+       " 'Rajkumar Hirani',\n",
+       " 'Marc Forster',\n",
+       " 'Corey Asraf',\n",
+       " 'Jon S. Baird',\n",
+       " 'George Tillman Jr.',\n",
+       " 'Jeff Wadlow',\n",
+       " 'Jeff Grace',\n",
+       " 'John Crowley',\n",
+       " 'Henry Selick',\n",
+       " 'Michael J. Gallagher',\n",
+       " 'Christophe Gans',\n",
+       " 'Pete Travis',\n",
+       " 'Taika Waititi',\n",
+       " 'Don Hall',\n",
+       " 'Kimberly Peirce',\n",
+       " 'Christian Alvart',\n",
+       " 'Thomas Vinterberg',\n",
+       " 'Etan Cohen',\n",
+       " 'William Brent Bell',\n",
+       " 'Mick Jackson',\n",
+       " 'Michael Spierig',\n",
+       " 'Rob Letterman',\n",
+       " 'Phillip Noyce',\n",
+       " 'Neill Blomkamp',\n",
+       " 'Sofia Coppola',\n",
+       " 'Dexter Fletcher',\n",
+       " 'Florian Henckel von Donnersmarck',\n",
+       " 'Carles Torrens',\n",
+       " 'Amber Tamblyn',\n",
+       " 'John Hillcoat',\n",
+       " 'Paolo Genovese',\n",
+       " 'Clay Kaytis',\n",
+       " 'Adam Shankman',\n",
+       " 'Lasse Hallström',\n",
+       " 'Jim Mickle',\n",
+       " 'Albert Hughes',\n",
+       " 'Ericson Core',\n",
+       " 'Jonathan Glazer',\n",
+       " 'Barry Sonnenfeld',\n",
+       " 'Todd Haynes',\n",
+       " 'Daniel Ragussis',\n",
+       " 'Paolo Sorrentino',\n",
+       " 'Jaco Van Dormael',\n",
+       " 'Mark Herman',\n",
+       " 'S. Craig Zahler',\n",
+       " 'Gregory Jacobs',\n",
+       " 'Will Gluck',\n",
+       " 'Biyi Bandele',\n",
+       " 'Sean Ellis',\n",
+       " 'Andrey Kravchuk',\n",
+       " 'David Schwimmer',\n",
+       " 'George Nolfi',\n",
+       " 'Tony Gilroy',\n",
+       " 'Simon Verhoeven',\n",
+       " 'Tony Scott',\n",
+       " 'Luc Besson',\n",
+       " 'Terence Davies',\n",
+       " 'Scott Waugh',\n",
+       " 'Steven Brill',\n",
+       " 'Alexandros Avranas',\n",
+       " 'Ewan McGregor',\n",
+       " 'Roman Polanski',\n",
+       " 'Nic Mathieu',\n",
+       " 'Richard LaGravenese',\n",
+       " 'Mora Stephens',\n",
+       " 'Jeff Nichols',\n",
+       " 'Mike Birbiglia',\n",
+       " 'Philippe Falardeau',\n",
+       " 'Ken Loach',\n",
+       " 'Josh Trank',\n",
+       " 'Stephen Fingleton',\n",
+       " 'Florian Gallenberger',\n",
+       " 'Rob Cohen',\n",
+       " 'Joel Edgerton',\n",
+       " 'Gary Shore',\n",
+       " 'Mike Judge',\n",
+       " 'Sylvester Stallone',\n",
+       " 'Rich Moore',\n",
+       " 'Rupert Sanders',\n",
+       " 'Jason Reitman',\n",
+       " 'Jodie Foster',\n",
+       " 'Nick Cassavetes',\n",
+       " 'Kevin Lima',\n",
+       " 'Nancy Meyers',\n",
+       " 'Jonathan Dayton',\n",
+       " 'Ben Younger',\n",
+       " 'Craig Gillespie',\n",
+       " 'Andrew Jarecki',\n",
+       " 'John Stockwell',\n",
+       " 'Jake Kasdan',\n",
+       " 'Kirk Jones',\n",
+       " 'Bennett Miller',\n",
+       " 'Mark Steven Johnson',\n",
+       " 'Angelina Jolie',\n",
+       " 'Tarsem Singh',\n",
+       " 'Mark Andrews',\n",
+       " 'Niels Arden Oplev',\n",
+       " 'Anne Fontaine',\n",
+       " 'Michaël R. Roskam',\n",
+       " 'Andy Fickman',\n",
+       " 'Sean Anders',\n",
+       " 'Tom McGrath',\n",
+       " 'Jean-François Richet',\n",
+       " 'Ken Kwapis',\n",
+       " 'Alessandro Carloni',\n",
+       " 'Zackary Adler',\n",
+       " 'John Butler',\n",
+       " 'Debra Granik',\n",
+       " 'Seth Gordon',\n",
+       " 'Xavier Dolan',\n",
+       " 'Maren Ade',\n",
+       " 'Andrew Dominik',\n",
+       " 'Joseph Gordon-Levitt',\n",
+       " 'James Watkins',\n",
+       " 'Joey Curtis',\n",
+       " 'Paco Cabezas',\n",
+       " 'Rick Famuyiwa',\n",
+       " 'MÃ¥ns MÃ¥rlind',\n",
+       " 'Marcus Nispel',\n",
+       " 'Olivier Megaton',\n",
+       " 'Len Wiseman',\n",
+       " 'Will Slocombe',\n",
+       " 'Courtney Hunt',\n",
+       " 'Shawn Levy',\n",
+       " 'Michael Goi',\n",
+       " 'Levan Gabriadze',\n",
+       " 'Jon Hurwitz',\n",
+       " 'Gabriele Muccino',\n",
+       " 'Damián Szifron',\n",
+       " 'François Ozon',\n",
+       " 'John Wells',\n",
+       " 'Jonathan Holbrook',\n",
+       " 'Julia Leigh',\n",
+       " 'Mark Waters',\n",
+       " 'Afonso Poyart',\n",
+       " 'Akiva Schaffer',\n",
+       " 'Hope Dickson Leach',\n",
+       " 'Jonathan Liebesman',\n",
+       " 'David Cronenberg',\n",
+       " 'Simon Stone',\n",
+       " 'David Gordon Green',\n",
+       " 'Jon Kasdan',\n",
+       " 'Mia Hansen-Løve',\n",
+       " 'Alejandro Amenábar',\n",
+       " 'Seth MacFarlane',\n",
+       " 'Atom Egoyan',\n",
+       " 'Daniel Espinosa',\n",
+       " 'John Michael McDonagh',\n",
+       " 'Frank Darabont',\n",
+       " 'Mikael Håfström',\n",
+       " 'Ari Sandel',\n",
+       " 'Jee-woon Kim',\n",
+       " 'Lynne Ramsay',\n",
+       " 'Whit Stillman',\n",
+       " 'Harald Zwart',\n",
+       " 'Lee Unkrich',\n",
+       " 'Tomas Alfredson',\n",
+       " 'Gauri Shinde',\n",
+       " 'Michael Grandage',\n",
+       " 'Jamie Linden',\n",
+       " 'Mike Cahill',\n",
+       " 'Caleb Vetter',\n",
+       " 'Michael Haneke',\n",
+       " 'Marcus Dunstan',\n",
+       " 'John Krasinski',\n",
+       " 'David Dobkin',\n",
+       " 'Michael Dudok de Wit',\n",
+       " 'Jorge R. Gutiérrez',\n",
+       " 'Bobby Farrelly',\n",
+       " 'Doug Ellin',\n",
+       " 'Bryan Bertino',\n",
+       " 'Adam Wingard',\n",
+       " 'Joe Carnahan',\n",
+       " 'Simon Aboud',\n",
+       " 'Bruce Beresford',\n",
+       " 'Oz Perkins',\n",
+       " 'Terrence Malick',\n",
+       " 'Ben Falcone',\n",
+       " 'Jonathan Jakubowicz',\n",
+       " 'Juan José Campanella',\n",
+       " 'Max Joseph',\n",
+       " 'Chris Stokes',\n",
+       " 'Warren Beatty',\n",
+       " 'Gregory Hoblit',\n",
+       " 'Martin McDonagh',\n",
+       " 'McG',\n",
+       " 'Filip Renc',\n",
+       " 'Ed Gass-Donnelly',\n",
+       " 'Jamal Hill',\n",
+       " 'Kirsten Sheridan',\n",
+       " 'Jake Schreier',\n",
+       " 'Walter Hill',\n",
+       " 'Dean DeBlois',\n",
+       " 'Rob Zombie',\n",
+       " 'Tyler Shields',\n",
+       " 'Hisonni Johnson',\n",
+       " 'Matt Brown',\n",
+       " 'Bruce A. Evans',\n",
+       " 'Adam Leon',\n",
+       " 'Chris Evans',\n",
+       " 'Jim Sheridan',\n",
+       " 'Stewart Hendler',\n",
+       " 'Genndy Tartakovsky',\n",
+       " 'Claude Barras',\n",
+       " 'Asger Leth',\n",
+       " 'Ivan Reitman',\n",
+       " 'Werner Herzog',\n",
+       " 'Scott Frank',\n",
+       " 'Mike Newell',\n",
+       " 'James Ponsoldt',\n",
+       " 'Amma Asante',\n",
+       " 'Mario Van Peebles',\n",
+       " 'François Simard',\n",
+       " 'Andrés Muschietti',\n",
+       " 'John Moore',\n",
+       " 'John R. Leonetti',\n",
+       " 'Saul Dibb',\n",
+       " 'Terry Gilliam',\n",
+       " 'Stephen Sommers',\n",
+       " 'Antonio Campos',\n",
+       " 'Dito Montiel',\n",
+       " 'Phil Claydon',\n",
+       " 'Farren Blackburn',\n",
+       " 'Matthias Hoene',\n",
+       " 'Robert Rodriguez',\n",
+       " 'Jason Friedberg',\n",
+       " 'David Bowers',\n",
+       " 'Cary Joji Fukunaga',\n",
+       " 'Andy Tennant',\n",
+       " 'Larry Charles',\n",
+       " 'Erik Van Looy',\n",
+       " 'Cristian Mungiu',\n",
+       " 'Gee Malik Linton',\n",
+       " 'Aisling Walsh',\n",
+       " 'Luca Guadagnino',\n",
+       " 'Tim Johnson',\n",
+       " 'Giuseppe Tornatore',\n",
+       " 'Nathan Morlando',\n",
+       " 'Robert Luketic',\n",
+       " 'Mark Osborne',\n",
+       " 'Malcolm D. Lee',\n",
+       " 'Alexandre Aja',\n",
+       " 'Allen Coulter',\n",
+       " 'Naoko Yamada',\n",
+       " 'Miguel Arteta',\n",
+       " 'Steven Knight',\n",
+       " 'James Schamus',\n",
+       " 'Kyle Patrick Alvarez',\n",
+       " 'Hannes Holm',\n",
+       " 'James Wong',\n",
+       " 'Dan Bradley',\n",
+       " 'Greg Berlanti',\n",
+       " 'Juan Carlos Fresnadillo',\n",
+       " 'Jonathan Levine',\n",
+       " 'Hideaki Anno',\n",
+       " 'Wally Pfister',\n",
+       " 'Carlos Saldanha',\n",
+       " 'Drake Doremus',\n",
+       " 'Femi Oyeniran',\n",
+       " 'Michael Patrick King',\n",
+       " 'Peter Landesman',\n",
+       " 'Gary Winick',\n",
+       " 'Leslye Headland',\n",
+       " 'David R. Ellis',\n",
+       " 'Michael Dowse',\n",
+       " 'José Padilha',\n",
+       " 'James Franco',\n",
+       " 'Michael Showalter',\n",
+       " 'Matteo Garrone',\n",
+       " 'Gabor Csupo',\n",
+       " 'James Ward Byrkit',\n",
+       " 'Hong-jin Na',\n",
+       " 'Simon West',\n",
+       " 'Gregory Wilson',\n",
+       " 'Chris Weitz',\n",
+       " 'Neil Marshall',\n",
+       " 'Christopher Landon',\n",
+       " 'John Erick Dowdle',\n",
+       " 'Lee Daniels',\n",
+       " 'Gus Van Sant',\n",
+       " 'Chris McCoy',\n",
+       " 'Craig Brewer',\n",
+       " 'R.J. Cutler',\n",
+       " 'Ido Fluk',\n",
+       " 'Christopher Smith',\n",
+       " 'Anna Biller',\n",
+       " 'Tom Six',\n",
+       " 'Richie Smyth',\n",
+       " 'Ryûhei Kitamura',\n",
+       " 'David Slade',\n",
+       " 'Greg Kwedar',\n",
+       " 'Mark Mylod',\n",
+       " 'David Twohy',\n",
+       " 'Justin Kelly',\n",
+       " 'Justin Tipping',\n",
+       " 'Alfonso Gomez-Rejon',\n",
+       " 'Alexander Payne',\n",
+       " 'Jordan Vogt-Roberts',\n",
+       " 'Tom Gormican',\n",
+       " 'Scott Stewart',\n",
+       " 'Patricia Rozema',\n",
+       " 'Justin Chadwick',\n",
+       " 'Steven R. Monroe',\n",
+       " 'James Lapine',\n",
+       " 'Jérôme Salle',\n",
+       " 'Micheal Bafaro',\n",
+       " 'John Luessenhop',\n",
+       " 'Wes Craven',\n",
+       " 'Mira Nair',\n",
+       " 'Gilles Paquet-Brenner',\n",
+       " 'Lisa Addario',\n",
+       " 'Pedro Almodóvar',\n",
+       " 'Patricia Riggen',\n",
+       " 'Julie Taymor',\n",
+       " 'Luke Greenfield',\n",
+       " 'Boaz Yakin',\n",
+       " 'Steven Quale',\n",
+       " 'Shana Feste',\n",
+       " 'Pascal Laugier',\n",
+       " 'Ava DuVernay',\n",
+       " 'Patrick Tatopoulos',\n",
+       " 'Aamir Khan',\n",
+       " 'Nima Nourizadeh',\n",
+       " 'Billy Ray',\n",
+       " 'Scot Armstrong',\n",
+       " 'Thomas Kail',\n",
+       " 'Sudha Kongara',\n",
+       " 'Nadine Labaki',\n",
+       " 'Can Ulkay',\n",
+       " 'Gayatri',\n",
+       " 'Bob Persichetti',\n",
+       " 'Rahi Anil Barve',\n",
+       " 'Sriram Raghavan',\n",
+       " 'Mehmet Ada Öztekin',\n",
+       " 'Aditya Dhar',\n",
+       " 'Prashanth Neel',\n",
+       " 'Peter Farrelly',\n",
+       " 'Sergio Pablos',\n",
+       " 'Céline Sciamma',\n",
+       " 'Amit Ravindernath Sharma',\n",
+       " 'Zoya Akhtar',\n",
+       " 'Mukesh Chhabra',\n",
+       " 'Hirokazu Koreeda',\n",
+       " 'Noah Baumbach',\n",
+       " 'Meghna Gulzar',\n",
+       " 'Darius Marder',\n",
+       " 'Paul King',\n",
+       " 'Greta Gerwig',\n",
+       " 'Dorota Kobiela',\n",
+       " 'Josh Cooley',\n",
+       " 'Aaron Sorkin',\n",
+       " 'Francis Lee',\n",
+       " 'David Leitch',\n",
+       " 'Taylor Sheridan',\n",
+       " 'Jordan Peele',\n",
+       " 'Aneesh Chaganty',\n",
+       " 'Andrey Zvyagintsev',\n",
+       " 'Sean Baker',\n",
+       " 'Destin Daniel Cretton',\n",
+       " 'Tyler Nilson',\n",
+       " 'Bradley Cooper']"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = qry(\"\"\"\n",
+    "SELECT DISTINCT director\n",
+    "FROM movies\n",
+    "\"\"\")\n",
+    "list(df[\"Director\"])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 5: What is the total *Revenue* of *all the movies*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "80668269999.99995"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT SUM(revenue) as \"Total Revenue\"\n",
+    "FROM movies\n",
+    "\"\"\").iloc[0][\"Total Revenue\"] * 1e6"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 6: What is the *average rating* across *all movies*?\n",
+    "\n",
+    "* version 1: with `SUM` and `COUNT`\n",
+    "* version 2: with `AVG`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>SUM(rating) / COUNT(*)</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>6.805431</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   SUM(rating) / COUNT(*)\n",
+       "0                6.805431"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT SUM(rating) / COUNT(*)\n",
+    "FROM movies\n",
+    "\"\"\")  #.iloc[0][0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>AVG(rating)</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>6.805431</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   AVG(rating)\n",
+       "0     6.805431"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT AVG(rating)\n",
+    "FROM movies\n",
+    "\"\"\")  #.iloc[0][0]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 7: What is the *average revenue* and *average runtime* of *all the movies*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>AVG(revenue)</th>\n",
+       "      <th>AVG(runtime)</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>75.532088</td>\n",
+       "      <td>114.093633</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   AVG(revenue)  AVG(runtime)\n",
+       "0     75.532088    114.093633"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT AVG(revenue), AVG(runtime)\n",
+    "FROM movies\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 8: What is the *average revenue* for a *Ridley Scott* movie?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>AVG(revenue)</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>89.8825</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   AVG(revenue)\n",
+       "0       89.8825"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT AVG(revenue)\n",
+    "FROM movies\n",
+    "WHERE director = \"Ridley Scott\"\n",
+    "\"\"\")  #.iloc[0][0]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 9: *How many movies* were there in *2016*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>COUNT(*)</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>296</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   COUNT(*)\n",
+       "0       296"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT COUNT(*)\n",
+    "FROM movies\n",
+    "WHERE year = 2016\n",
+    "\"\"\")  #.iloc[0][0]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 10: What was the revenue of *highest-revenue movie*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Revenue</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>936.63</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Revenue\n",
+       "0   936.63"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT revenue\n",
+    "FROM movies\n",
+    "ORDER BY revenue DESC\n",
+    "LIMIT 1\n",
+    "\"\"\") # .iloc[0][0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>MAX(revenue)</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>936.63</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   MAX(revenue)\n",
+       "0        936.63"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT MAX(revenue) \n",
+    "FROM movies\n",
+    "\"\"\") # .iloc[0][0]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# GROUP BY Queries\n",
+    "\n",
+    "```sql\n",
+    "SELECT ???, ??? FROM Movies\n",
+    "GROUP BY ???\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 11: What is the *total revenue* for each *year*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Year</th>\n",
+       "      <th>SUM(revenue)</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2006</td>\n",
+       "      <td>3624.46</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2007</td>\n",
+       "      <td>4306.23</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2008</td>\n",
+       "      <td>5053.22</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2009</td>\n",
+       "      <td>5292.26</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2010</td>\n",
+       "      <td>5989.65</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>2011</td>\n",
+       "      <td>5431.96</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>2012</td>\n",
+       "      <td>6910.29</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7544.21</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>2014</td>\n",
+       "      <td>7997.40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>2015</td>\n",
+       "      <td>8854.12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>2016</td>\n",
+       "      <td>11211.65</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>2017</td>\n",
+       "      <td>2086.58</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>2018</td>\n",
+       "      <td>2675.12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>2019</td>\n",
+       "      <td>2665.93</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>2020</td>\n",
+       "      <td>1025.19</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    Year  SUM(revenue)\n",
+       "0   2006       3624.46\n",
+       "1   2007       4306.23\n",
+       "2   2008       5053.22\n",
+       "3   2009       5292.26\n",
+       "4   2010       5989.65\n",
+       "5   2011       5431.96\n",
+       "6   2012       6910.29\n",
+       "7   2013       7544.21\n",
+       "8   2014       7997.40\n",
+       "9   2015       8854.12\n",
+       "10  2016      11211.65\n",
+       "11  2017       2086.58\n",
+       "12  2018       2675.12\n",
+       "13  2019       2665.93\n",
+       "14  2020       1025.19"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT year, SUM(revenue)\n",
+    "FROM movies\n",
+    "GROUP BY year\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 12: *How many movies* were by each *director*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Director</th>\n",
+       "      <th>mov_count</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Ridley Scott</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Paul W.S. Anderson</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Michael Bay</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Martin Scorsese</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>M. Night Shyamalan</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>Denis Villeneuve</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>David Yates</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>Christopher Nolan</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>Zack Snyder</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>Woody Allen</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "             Director  mov_count\n",
+       "0        Ridley Scott          8\n",
+       "1  Paul W.S. Anderson          6\n",
+       "2         Michael Bay          6\n",
+       "3     Martin Scorsese          6\n",
+       "4  M. Night Shyamalan          6\n",
+       "5    Denis Villeneuve          6\n",
+       "6         David Yates          6\n",
+       "7   Christopher Nolan          6\n",
+       "8         Zack Snyder          5\n",
+       "9         Woody Allen          5"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, COUNT(*) AS mov_count\n",
+    "FROM movies\n",
+    "GROUP BY director\n",
+    "ORDER BY mov_count DESC\n",
+    "limit 10\n",
+    "\"\"\") "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 13: What is the *average rating* for each *director*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Director</th>\n",
+       "      <th>AVG(rating)</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Aamir Khan</td>\n",
+       "      <td>8.50</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Aaron Sorkin</td>\n",
+       "      <td>7.80</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Abdellatif Kechiche</td>\n",
+       "      <td>7.80</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Adam Leon</td>\n",
+       "      <td>6.50</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Adam McKay</td>\n",
+       "      <td>7.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>674</th>\n",
+       "      <td>Yimou Zhang</td>\n",
+       "      <td>6.10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>675</th>\n",
+       "      <td>Yorgos Lanthimos</td>\n",
+       "      <td>7.20</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>676</th>\n",
+       "      <td>Zack Snyder</td>\n",
+       "      <td>7.04</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>677</th>\n",
+       "      <td>Zackary Adler</td>\n",
+       "      <td>5.10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>678</th>\n",
+       "      <td>Zoya Akhtar</td>\n",
+       "      <td>8.00</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>679 rows × 2 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                Director  AVG(rating)\n",
+       "0             Aamir Khan         8.50\n",
+       "1           Aaron Sorkin         7.80\n",
+       "2    Abdellatif Kechiche         7.80\n",
+       "3              Adam Leon         6.50\n",
+       "4             Adam McKay         7.00\n",
+       "..                   ...          ...\n",
+       "674          Yimou Zhang         6.10\n",
+       "675     Yorgos Lanthimos         7.20\n",
+       "676          Zack Snyder         7.04\n",
+       "677        Zackary Adler         5.10\n",
+       "678          Zoya Akhtar         8.00\n",
+       "\n",
+       "[679 rows x 2 columns]"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, AVG(rating)\n",
+    "FROM movies\n",
+    "GROUP BY director\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 14: How many *unique directors* created a movie in each *year*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Year</th>\n",
+       "      <th>director_count</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2006</td>\n",
+       "      <td>44</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2007</td>\n",
+       "      <td>51</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2008</td>\n",
+       "      <td>51</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2009</td>\n",
+       "      <td>51</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2010</td>\n",
+       "      <td>60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>2011</td>\n",
+       "      <td>63</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>2012</td>\n",
+       "      <td>64</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>88</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>2014</td>\n",
+       "      <td>97</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>2015</td>\n",
+       "      <td>127</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>2016</td>\n",
+       "      <td>289</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>2017</td>\n",
+       "      <td>22</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>2018</td>\n",
+       "      <td>19</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>2019</td>\n",
+       "      <td>23</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>2020</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    Year  director_count\n",
+       "0   2006              44\n",
+       "1   2007              51\n",
+       "2   2008              51\n",
+       "3   2009              51\n",
+       "4   2010              60\n",
+       "5   2011              63\n",
+       "6   2012              64\n",
+       "7   2013              88\n",
+       "8   2014              97\n",
+       "9   2015             127\n",
+       "10  2016             289\n",
+       "11  2017              22\n",
+       "12  2018              19\n",
+       "13  2019              23\n",
+       "14  2020               6"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT year, COUNT(DISTINCT director) AS director_count\n",
+    "FROM movies\n",
+    "GROUP BY year\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "attachments": {
+    "Screen%20Shot%202022-04-21%20at%2011.37.27%20AM.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Combining GROUP BY with other CLAUSES\n",
+    "\n",
+    "![Screen%20Shot%202022-04-21%20at%2011.37.27%20AM.png](attachment:Screen%20Shot%202022-04-21%20at%2011.37.27%20AM.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 15: What is the *total revenue* of per *year*, in *recent* years?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Year</th>\n",
+       "      <th>total_revenue</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2020</td>\n",
+       "      <td>1025.19</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2019</td>\n",
+       "      <td>2665.93</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2018</td>\n",
+       "      <td>2675.12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2017</td>\n",
+       "      <td>2086.58</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2016</td>\n",
+       "      <td>11211.65</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Year  total_revenue\n",
+       "0  2020        1025.19\n",
+       "1  2019        2665.93\n",
+       "2  2018        2675.12\n",
+       "3  2017        2086.58\n",
+       "4  2016       11211.65"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# recent means 5 years\n",
+    "qry(\"\"\"\n",
+    "SELECT year, SUM(revenue) AS total_revenue\n",
+    "FROM movies\n",
+    "GROUP BY Year\n",
+    "ORDER BY Year DESC\n",
+    "LIMIT 5\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 16: Which 5 *directors* have had the *most number of movies* earning *over 200M dollars*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Director</th>\n",
+       "      <th>count</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>David Yates</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Michael Bay</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Francis Lawrence</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Anthony Russo</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Zack Snyder</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "           Director  count\n",
+       "0       David Yates      5\n",
+       "1       Michael Bay      4\n",
+       "2  Francis Lawrence      4\n",
+       "3     Anthony Russo      4\n",
+       "4       Zack Snyder      3"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, COUNT(title) AS count\n",
+    "FROM movies\n",
+    "WHERE revenue > 200\n",
+    "GROUP BY director\n",
+    "ORDER BY count DESC\n",
+    "limit 5\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 17: Which *three* of the *directors* have the *greatest average rating*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Director</th>\n",
+       "      <th>avg_rating</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Thomas Kail</td>\n",
+       "      <td>8.6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Sudha Kongara</td>\n",
+       "      <td>8.6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Olivier Nakache</td>\n",
+       "      <td>8.6</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          Director  avg_rating\n",
+       "0      Thomas Kail         8.6\n",
+       "1    Sudha Kongara         8.6\n",
+       "2  Olivier Nakache         8.6"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, AVG(rating) AS avg_rating\n",
+    "FROM movies\n",
+    "GROUP BY director\n",
+    "ORDER BY avg_rating DESC\n",
+    "LIMIT 3\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Food for thought:** Why is the above question maybe not the best to ask?"
+   ]
+  },
+  {
+   "attachments": {
+    "Screen%20Shot%202022-04-21%20at%2011.34.25%20AM.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Need filtering **BEFORE** and **AFTER** the `GROUP` operations\n",
+    "![Screen%20Shot%202022-04-21%20at%2011.34.25%20AM.png](attachment:Screen%20Shot%202022-04-21%20at%2011.34.25%20AM.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# WHERE vs. HAVING\n",
+    "\n",
+    "* **WHERE**: filter rows in original table\n",
+    "* **HAVING**: filter groups"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 18: Which five directors *having* at least 3 movies score the *greatest average rating* ?"
+   ]
+  },
+  {
+   "attachments": {
+    "Screen%20Shot%202022-04-21%20at%2011.39.17%20AM.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![Screen%20Shot%202022-04-21%20at%2011.39.17%20AM.png](attachment:Screen%20Shot%202022-04-21%20at%2011.39.17%20AM.png)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Director</th>\n",
+       "      <th>avg_rating</th>\n",
+       "      <th>count</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Christopher Nolan</td>\n",
+       "      <td>8.533333</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Pete Docter</td>\n",
+       "      <td>8.200000</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Anthony Russo</td>\n",
+       "      <td>8.125000</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "            Director  avg_rating  count\n",
+       "0  Christopher Nolan    8.533333      6\n",
+       "1        Pete Docter    8.200000      3\n",
+       "2      Anthony Russo    8.125000      4"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, AVG(rating) AS avg_rating, COUNT(*) as count\n",
+    "FROM movies\n",
+    "GROUP BY director\n",
+    "HAVING count >= 3\n",
+    "ORDER BY avg_rating DESC\n",
+    "LIMIT 3\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 19: Which directors have more than 3 movies released since 2010?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Director</th>\n",
+       "      <th>count</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Anthony Russo</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Antoine Fuqua</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Christopher Nolan</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>David O. Russell</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>David Yates</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>Denis Villeneuve</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>James Wan</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>M. Night Shyamalan</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>Martin Scorsese</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>Michael Bay</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>Mike Flanagan</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>Paul Feig</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>Paul W.S. Anderson</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>Peter Berg</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>Ridley Scott</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>Woody Allen</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              Director  count\n",
+       "0        Anthony Russo      4\n",
+       "1        Antoine Fuqua      4\n",
+       "2    Christopher Nolan      4\n",
+       "3     David O. Russell      4\n",
+       "4          David Yates      4\n",
+       "5     Denis Villeneuve      6\n",
+       "6            James Wan      4\n",
+       "7   M. Night Shyamalan      4\n",
+       "8      Martin Scorsese      5\n",
+       "9          Michael Bay      4\n",
+       "10       Mike Flanagan      4\n",
+       "11           Paul Feig      4\n",
+       "12  Paul W.S. Anderson      5\n",
+       "13          Peter Berg      4\n",
+       "14        Ridley Scott      5\n",
+       "15         Woody Allen      4"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, COUNT(title) AS count\n",
+    "FROM movies\n",
+    "WHERE year >= 2010\n",
+    "GROUP BY director\n",
+    "HAVING count > 3\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 20: Which *directors* have more than *two* movies with runtimes under *100* minutes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Director</th>\n",
+       "      <th>count</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Mike Flanagan</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Nicholas Stoller</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Wes Anderson</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Woody Allen</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "           Director  count\n",
+       "0     Mike Flanagan      3\n",
+       "1  Nicholas Stoller      3\n",
+       "2      Wes Anderson      3\n",
+       "3       Woody Allen      4"
+      ]
+     },
+     "execution_count": 34,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, COUNT(title) AS count\n",
+    "FROM movies\n",
+    "WHERE runtime < 100\n",
+    "GROUP BY director\n",
+    "HAVING count > 2\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Don't forget to close the `movies.db` connection"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# close the connection here\n",
+    "c.close()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/AmFam_Ashwin/33_Database2/Lecture Code/Lec33_Database2_Template.ipynb b/s24/AmFam_Ashwin/33_Database2/Lecture Code/Lec33_Database2_Template.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..42e124c08f44f2da99064e996efecdba72db86bc
--- /dev/null
+++ b/s24/AmFam_Ashwin/33_Database2/Lecture Code/Lec33_Database2_Template.ipynb	
@@ -0,0 +1,789 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import sqlite3\n",
+    "import pandas as pd\n",
+    "import os"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup: SQL query clauses\n",
+    "- **SELECT**: column, column, ...  or *\n",
+    "- **FROM**: table\n",
+    "- **WHERE**:  boolean expression (if row has ....)\n",
+    " - can use **AND**, **OR**, **NOT**\n",
+    "- **ORDER BY**  column (**ASC**, **DESC**)\n",
+    "- **LIMIT**: num rows"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 0: Open a connection to the movies database `movies.db`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1: What are the table names?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2: What are the data types?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 3: What is the data in the `movies` table?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### This function allows to type less for each query"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def qry(sql, conn=...):\n",
+    "    return pd.read_sql(sql, conn)\n",
+    "\n",
+    "qry(\"\"\"\n",
+    "SELECT *\n",
+    "FROM movies\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 4: What's the *Title* of the movie with the highest *Rating*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 5: Which *Director* made the movie with the shortest *Runtime*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 6: What was the *Director*  and *Title* of the movie with the largest *Revenue*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 7: What is the *Title* of the movie with the highest *Revenue* in *Year* 2016?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 8: Which *3 movies*  had the highest *Revenue* in the *Year* 2016?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your code here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Lecture 33: Database 2\n",
+    "Learning Objectives:\n",
+    "- Use the `AS` command to rename a column or a calculation\n",
+    "- Use SQL Aggregate functions to summarize database columns: \n",
+    " - `SUM`, `AVG`, `COUNT`, `MIN`, `MAX`, `DISTINCT`\n",
+    "- Use the `GROUP BY` command to place database rows into buckets.\n",
+    "- Use the `HAVING` command to apply conditions to groups."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 1: Which *3 movies* have the highest *revenue-per-minute*?\n",
+    "\n",
+    "The `AS` clause lets us rename a column or a calcuation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT title, revenue, rUnTiME, revenue / runtime AS RPM\n",
+    "FROM movies\n",
+    "ORDER BY RPM DESC\n",
+    "LIMIT 3\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Aggregate Queries\n",
+    "\n",
+    "```\n",
+    "SUM, AVG, COUNT, MIN, MAX, DISTINCT\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 2: How many *rows of movies* are there?\n",
+    "Note: when we want to count the number of rows, we use COUNT(*)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT COUNT(*)\n",
+    "FROM movies\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 3: How many *directors* are there?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# This doesn't feel correct - it counts duplicates for director names!\n",
+    "qry(\"\"\"\n",
+    "SELECT COUNT(director)\n",
+    "FROM movies\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Use `COUNT(DISTINCT columname)`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT COUNT(DISTINCT director)\n",
+    "FROM movies\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 4: What are the names of the *directors* (without duplicates)?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "df = qry(\"\"\"\n",
+    "SELECT DISTINCT director\n",
+    "FROM movies\n",
+    "\"\"\")\n",
+    "list(df[\"Director\"])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 5: What is the total *Revenue* of *all the movies*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT SUM(revenue) as \"Total Revenue\"\n",
+    "FROM movies\n",
+    "\"\"\").iloc[0][\"Total Revenue\"] * 1e6"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 6: What is the *average rating* across *all movies*?\n",
+    "\n",
+    "* version 1: with `SUM` and `COUNT`\n",
+    "* version 2: with `AVG`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT SUM(rating) / COUNT(*)\n",
+    "FROM movies\n",
+    "\"\"\")  #.iloc[0][0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT AVG(rating)\n",
+    "FROM movies\n",
+    "\"\"\")  #.iloc[0][0]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 7: What is the *average revenue* and *average runtime* of *all the movies*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT AVG(revenue), AVG(runtime)\n",
+    "FROM movies\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 8: What is the *average revenue* for a *Ridley Scott* movie?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT AVG(revenue)\n",
+    "FROM movies\n",
+    "WHERE director = \"Ridley Scott\"\n",
+    "\"\"\")  #.iloc[0][0]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 9: *How many movies* were there in *2016*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT COUNT(*)\n",
+    "FROM movies\n",
+    "WHERE year = 2016\n",
+    "\"\"\")  #.iloc[0][0]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 10: What was the revenue of *highest-revenue movie*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT revenue\n",
+    "FROM movies\n",
+    "ORDER BY revenue DESC\n",
+    "LIMIT 1\n",
+    "\"\"\") # .iloc[0][0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT MAX(revenue) \n",
+    "FROM movies\n",
+    "\"\"\") # .iloc[0][0]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# GROUP BY Queries\n",
+    "\n",
+    "```sql\n",
+    "SELECT ???, ??? FROM Movies\n",
+    "GROUP BY ???\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 11: What is the *total revenue* for each *year*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT year, SUM(revenue)\n",
+    "FROM movies\n",
+    "GROUP BY year\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 12: *How many movies* were by each *director*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, COUNT(*) AS mov_count\n",
+    "FROM movies\n",
+    "GROUP BY director\n",
+    "ORDER BY mov_count DESC\n",
+    "limit 10\n",
+    "\"\"\") "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 13: What is the *average rating* for each *director*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, AVG(rating)\n",
+    "FROM movies\n",
+    "GROUP BY director\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 14: How many *unique directors* created a movie in each *year*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT year, COUNT(DISTINCT director) AS director_count\n",
+    "FROM movies\n",
+    "GROUP BY year\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "attachments": {
+    "Screen%20Shot%202022-04-21%20at%2011.37.27%20AM.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Combining GROUP BY with other CLAUSES\n",
+    "\n",
+    "![Screen%20Shot%202022-04-21%20at%2011.37.27%20AM.png](attachment:Screen%20Shot%202022-04-21%20at%2011.37.27%20AM.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 15: What is the *total revenue* of per *year*, in *recent* years?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# recent means 5 years\n",
+    "qry(\"\"\"\n",
+    "SELECT year, SUM(revenue) AS total_revenue\n",
+    "FROM movies\n",
+    "GROUP BY Year\n",
+    "ORDER BY Year DESC\n",
+    "LIMIT 5\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 16: Which 5 *directors* have had the *most number of movies* earning *over 200M dollars*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, COUNT(title) AS count\n",
+    "FROM movies\n",
+    "WHERE revenue > 200\n",
+    "GROUP BY director\n",
+    "ORDER BY count DESC\n",
+    "limit 5\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 17: Which *three* of the *directors* have the *greatest average rating*?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, AVG(rating) AS avg_rating\n",
+    "FROM movies\n",
+    "GROUP BY director\n",
+    "ORDER BY avg_rating DESC\n",
+    "LIMIT 3\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Food for thought:** Why is the above question maybe not the best to ask?"
+   ]
+  },
+  {
+   "attachments": {
+    "Screen%20Shot%202022-04-21%20at%2011.34.25%20AM.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Need filtering **BEFORE** and **AFTER** the `GROUP` operations\n",
+    "![Screen%20Shot%202022-04-21%20at%2011.34.25%20AM.png](attachment:Screen%20Shot%202022-04-21%20at%2011.34.25%20AM.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# WHERE vs. HAVING\n",
+    "\n",
+    "* **WHERE**: filter rows in original table\n",
+    "* **HAVING**: filter groups"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 18: Which five directors *having* at least 3 movies score the *greatest average rating* ?"
+   ]
+  },
+  {
+   "attachments": {
+    "Screen%20Shot%202022-04-21%20at%2011.39.17%20AM.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![Screen%20Shot%202022-04-21%20at%2011.39.17%20AM.png](attachment:Screen%20Shot%202022-04-21%20at%2011.39.17%20AM.png)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, AVG(rating) AS avg_rating, COUNT(*) as count\n",
+    "FROM movies\n",
+    "GROUP BY director\n",
+    "HAVING count >= 3\n",
+    "ORDER BY avg_rating DESC\n",
+    "LIMIT 3\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 19: Which directors have more than 3 movies released since 2010?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, COUNT(title) AS count\n",
+    "FROM movies\n",
+    "WHERE year >= 2010\n",
+    "GROUP BY director\n",
+    "HAVING count > 3\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 20: Which *directors* have more than *two* movies with runtimes under *100* minutes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "qry(\"\"\"\n",
+    "SELECT director, COUNT(title) AS count\n",
+    "FROM movies\n",
+    "WHERE runtime < 100\n",
+    "GROUP BY director\n",
+    "HAVING count > 2\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Don't forget to close the `movies.db` connection"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# close the connection here"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/AmFam_Ashwin/33_Database2/Lecture Code/movies.db b/s24/AmFam_Ashwin/33_Database2/Lecture Code/movies.db
new file mode 100644
index 0000000000000000000000000000000000000000..f5c27f4492ff76e2297f92a520d500027cf7c273
Binary files /dev/null and b/s24/AmFam_Ashwin/33_Database2/Lecture Code/movies.db differ