From bbd79d840475935b5c0f4b31e0c83dd6267bff79 Mon Sep 17 00:00:00 2001
From: Louis Oliphant <ltoliphant@wisc.edu>
Date: Sat, 13 Apr 2024 14:20:54 -0500
Subject: [PATCH] Louis Lecture 31 Web 3

---
 .../31_Web3/Lec31_Web3_Solution_Nelson.ipynb  |  1421 ++
 .../31_Web3/Lec31_Web3_Template_Nelson.ipynb  |   905 ++
 .../31_Web3/full_movies.html                  | 10696 ++++++++++++++++
 .../31_Web3/small_movies.html                 |   116 +
 4 files changed, 13138 insertions(+)
 create mode 100644 s24/Louis_Lecture_Notes/31_Web3/Lec31_Web3_Solution_Nelson.ipynb
 create mode 100644 s24/Louis_Lecture_Notes/31_Web3/Lec31_Web3_Template_Nelson.ipynb
 create mode 100644 s24/Louis_Lecture_Notes/31_Web3/full_movies.html
 create mode 100644 s24/Louis_Lecture_Notes/31_Web3/small_movies.html

diff --git a/s24/Louis_Lecture_Notes/31_Web3/Lec31_Web3_Solution_Nelson.ipynb b/s24/Louis_Lecture_Notes/31_Web3/Lec31_Web3_Solution_Nelson.ipynb
new file mode 100644
index 0000000..f60f67f
--- /dev/null
+++ b/s24/Louis_Lecture_Notes/31_Web3/Lec31_Web3_Solution_Nelson.ipynb
@@ -0,0 +1,1421 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Web3: Scraping Web Data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 55,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 0\n",
+    "import requests\n",
+    "import pandas as pd\n",
+    "from pandas import DataFrame, Series\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": "code",
+   "execution_count": 58,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 1b: Does indentation matter? No!"
+   ]
+  },
+  {
+   "attachments": {
+    "image.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![image.png](attachment:image.png)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 1c: Consider the following HTML...\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": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "454"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Warmup 2: GET Syllabus Information\n",
+    "# Get this page using requests.  \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": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['    <title>CS220</title>']"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "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": 9,
+   "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": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "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": {
+    "778ce1dd-bb6d-4588-8e1d-e699cac2d8a5.png": {
+     "image/png": 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"
+    },
+    "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>\n",
+    "\n",
+    "Tree-representation of the \\<table\\> tag:\n",
+    "<div>\n",
+    "    <img src=\"attachment:778ce1dd-bb6d-4588-8e1d-e699cac2d8a5.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>Sleep <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": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "bs4.BeautifulSoup"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "html_string = \"<b>To Do List</b><ul><li>Eat Healthy</li><li>Sleep <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": 11,
+   "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",
+      "  Sleep\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": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<b>To Do List</b>"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "element = bs_obj.find(\"b\")\n",
+    "element"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "What is the type of find's return value?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'bs4.element.Tag'>\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(type(element))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "How do we extract the text of the \"b\" element and what is its type?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "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": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# assert that this html string has a <ul> tag\n",
+    "assert bs_obj.find(\"ul\") != None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# assert that this does not have an <a> tag\n",
+    "assert bs_obj.find(\"a\") == None"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "`find_all` returns an iterable of all matching elements (HTML 'tags')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<b>To Do List</b>, <b>More</b>]"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Find all bold elements\n",
+    "element_list = bs_obj.find_all(\"b\")\n",
+    "element_list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "bs4.element.ResultSet"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# What is the type of return value of find_all?\n",
+    "type(element_list)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "bs4.element.Tag"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# What about a single element?\n",
+    "type(element_list[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "To Do List\n",
+      "More\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Use a for loop to print the text of each \"b\" element.\n",
+    "for element in element_list:\n",
+    "    print(element.get_text())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Unlike `find`, `find_all` returns an empty iterable, when there are no matching elements."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[]\n"
+     ]
+    }
+   ],
+   "source": [
+    "# only searches for elements, not text\n",
+    "print(bs_obj.find_all(\"Sleep\"))    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "None\n"
+     ]
+    }
+   ],
+   "source": [
+    "# if not present returns None\n",
+    "print(bs_obj.find(\"Sleep\"))    "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "You can invoke `find` or `find_all` on other BeautifulSoup object instances."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<li>Eat Healthy</li>, <li>Sleep <b>More</b></li>, <li>Exercise</li>]"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Find all list elements\n",
+    "li_elements = bs_obj.find_all(\"li\")\n",
+    "li_elements"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<b>More</b>]"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Find all bold list items in the 2nd list element\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": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<li>Eat Healthy</li>, <li>Sleep <b>More</b></li>, <li>Exercise</li>]"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Find all children of the unordered list.\n",
+    "element = bs_obj.find(\"ul\")\n",
+    "children_list = list(element.children)\n",
+    "children_list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Eat Healthy\n",
+      "Sleep More\n",
+      "Exercise\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Find text of every child element.\n",
+    "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": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "More\n"
+     ]
+    }
+   ],
+   "source": [
+    "# You Try! Print all bolded list items.\n",
+    "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": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'CS220'"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# You Try! Get the title of the Syllabus Page using Beautiful Soup\n",
+    "\n",
+    "# Get this page using requests.  \n",
+    "url = \"https://cs220.cs.wisc.edu/f23/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": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Course Schedule \n",
+      "Mon:  (Jan 22)\n",
+      "Wed: Introduction (Jan 24)\n",
+      "Fri: Pseudocode (Jan 26)\n",
+      "Mon: Operators (Jan 29)\n",
+      "Wed: Vars and Exprs (Jan 31)\n",
+      "Fri: Using Functions (Feb 02)\n",
+      "Mon: Creating Functions (Feb 05)\n",
+      "Wed: Function Scope (Feb 07)\n",
+      "Fri: Conditionals 1 (Feb 09)\n",
+      "Mon: Conditionals 2 (Feb 12)\n",
+      "Wed: Iteration 1 (Feb 14)\n",
+      "Fri: Iteration 2 (Feb 16)\n",
+      "Mon: Iteration Practice (Feb 19)\n",
+      "Wed: Exam 1 review in lecture (Feb 21)\n",
+      "Fri: Strings (Feb 23)\n",
+      "Mon: Lists (Feb 26)\n",
+      "Wed: CSV Files (Feb 28)\n",
+      "Fri: List Practice (Mar 01)\n",
+      "Mon: Dictionaries 1 (Mar 04)\n",
+      "Wed: Dictionaries 2 (Mar 06)\n",
+      "Fri: JSON (Mar 08)\n",
+      "Mon: Objects & Tuples (Mar 11)\n",
+      "Wed: Copying (Mar 13)\n",
+      "Fri: Recursive Functions (Mar 15)\n",
+      "Mon: Function References (Mar 18)\n",
+      "Wed: Comprehensions (Mar 20)\n",
+      "Fri: Error Handling (Mar 22)\n",
+      "Mon: No Class (Mar 25)\n",
+      "Wed: No Class (Mar 27)\n",
+      "Fri: No Class (Mar 29)\n",
+      "Mon: Files and Directories (Apr 01)\n",
+      "Wed: Exam 2 review in lecture (Apr 03)\n",
+      "Fri: Pandas 1 (Apr 05)\n",
+      "Mon: Pandas 2 (Apr 08)\n",
+      "Wed: Web 1 (Apr 10)\n",
+      "Fri: Web 2 (Apr 12)\n",
+      "Mon: Web 3 (Apr 15)\n",
+      "Wed: Database 1 (Apr 17)\n",
+      "Fri: Database 2 (Apr 19)\n",
+      "Mon: Plotting 1 (Apr 22)\n",
+      "Wed: Plotting 2 (Apr 24)\n",
+      "Fri: Database 3 (Apr 26)\n",
+      "Mon: Advanced Pandas Topics (Apr 29)\n",
+      "Wed: Plotting 3 (May 01)\n",
+      "Fri: Review/Catchup (May 03)\n",
+      "Thursday: Final Exam (May 9)\n"
+     ]
+    }
+   ],
+   "source": [
+    "# You Try! Use Beautiful Soup to get all the main\n",
+    "# ideas (h1 and h5's) from our course schedule page.\n",
+    "# https://cs220.cs.wisc.edu/s24/schedule.html\n",
+    "# Get this page using requests.  \n",
+    "\n",
+    "url = \"https://cs220.cs.wisc.edu/s24/schedule.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",
+    "bs_docs = BeautifulSoup(contents, \"html.parser\")\n",
+    "main_ideas = list(bs_docs.find_all(\"h1\")) + list(bs_docs.find_all(\"h2\"))\n",
+    "# ... or even better ...\n",
+    "main_ideas = bs_docs.find_all([\"h1\",\"h5\"])\n",
+    "\n",
+    "for idea in main_ideas:\n",
+    "    print(idea.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": 37,
+   "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": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "University\n",
+      "Department\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Get all the table headers\n",
+    "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": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Computer Sciences'"
+      ]
+     },
+     "execution_count": 40,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Get the first anchor element\n",
+    "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": 41,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'href': 'https://www.cs.wisc.edu/'}"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Get the attributes of the first anchor object\n",
+    "first_anchor_attributes = first_anchor.attrs\n",
+    "first_anchor_attributes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "dict"
+      ]
+     },
+     "execution_count": 42,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# What is the type of .attrs?\n",
+    "type(first_anchor_attributes)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'https://www.cs.wisc.edu/'"
+      ]
+     },
+     "execution_count": 43,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Extract the hyperlink\n",
+    "first_anchor_attributes[\"href\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "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": 44,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Extract hyperlinks for each department and populate\n",
+    "# department name and link into a dict where the key\n",
+    "# is the department name, and the value is the URL.\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": [
+    "## Parsing small_movies html table to extract `small_movies.json`"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Step 1: Read `small_movies.html` content into a variable"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f = open(\"small_movies.html\")\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": 46,
+   "metadata": {},
+   "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": 47,
+   "metadata": {},
+   "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": 48,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['Title', 'Genre', 'Director', 'Cast', 'Year', 'Runtime', 'Rating', 'Revenue']"
+      ]
+     },
+     "execution_count": 48,
+     "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"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "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": 50,
+   "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": 50,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Why second row? Because first row has the header information.\n",
+    "\n",
+    "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",
+    "    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",
+    "\n",
+    "You can compare your parsing output to `small_movies.json` file contents, to confirm your result."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "metadata": {},
+   "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",
+    "        else:\n",
+    "            movie[header[idx]] = val\n",
+    "    movies_data.append(movie)\n",
+    "# movies_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Final step: convert steps 1 through 6 into a function and use that function to parse `full_movies.html` file."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def parse_html(html_file):\n",
+    "    f = open(html_file)\n",
+    "    small_movies_str = f.read()\n",
+    "    f.close()\n",
+    "\n",
+    "    bs_obj = BeautifulSoup(small_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",
+    "            else:\n",
+    "                movie[header[idx]] = val\n",
+    "        movies_data.append(movie)\n",
+    "    \n",
+    "    return movies_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "full_movies_data = parse_html(\"full_movies.html\")\n",
+    "# full_movies_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "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>333130000.0</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>126460000.0</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>138120000.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                     Title                     Genre            Director  \\\n",
+       "0  Guardians of the Galaxy   Action,Adventure,Sci-Fi          James Gunn   \n",
+       "1               Prometheus  Adventure,Mystery,Sci-Fi        Ridley Scott   \n",
+       "2                    Split           Horror,Thriller  M. Night Shyamalan   \n",
+       "\n",
+       "                                                Cast  Year  Runtime  Rating  \\\n",
+       "0  Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...  2014      121     8.1   \n",
+       "1  Noomi Rapace, Logan Marshall-Green, Michael   ...  2012      124     7.0   \n",
+       "2  James McAvoy, Anya Taylor-Joy, Haley Lu Richar...  2016      117     7.3   \n",
+       "\n",
+       "       Revenue  \n",
+       "0  333130000.0  \n",
+       "1  126460000.0  \n",
+       "2  138120000.0  "
+      ]
+     },
+     "execution_count": 57,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Now make a dataframe of the data\n",
+    "movies_df = DataFrame(full_movies_data)\n",
+    "movies_df.head(3)"
+   ]
+  }
+ ],
+ "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": "3.11.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/Louis_Lecture_Notes/31_Web3/Lec31_Web3_Template_Nelson.ipynb b/s24/Louis_Lecture_Notes/31_Web3/Lec31_Web3_Template_Nelson.ipynb
new file mode 100644
index 0000000..121f086
--- /dev/null
+++ b/s24/Louis_Lecture_Notes/31_Web3/Lec31_Web3_Template_Nelson.ipynb
@@ -0,0 +1,905 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Web3: Scraping Web Data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 0\n",
+    "import requests\n",
+    "import pandas as pd\n",
+    "from pandas import DataFrame, Series\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 to the table below."
+   ]
+  },
+  {
+   "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": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 1b: Does indentation matter? -- No, the HTML document is converted into a a DOM tree (Document Object Model).\n",
+    "# The web page is created from this tree.  Indentation in the HTML text document does not matter."
+   ]
+  },
+  {
+   "attachments": {
+    "image.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![image.png](attachment:image.png)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 1c: Consider the following HTML...\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 IN THE TREE\n",
+    "# href is an ATTRIBUTE OF THE A (ANCHOR) TAG\n",
+    "# \"It\" is THE TEXT (OR A PORTION OF IT) OF THE ANCHOR TAG"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<a href=\"https://www.google.com/\"><b>Google</b> It</a>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 2: GET Syllabus Information\n",
+    "# Get this page using requests.  \n",
+    "url = \"https://cs220.cs.wisc.edu/s24/syllabus.html\"\n",
+    "\n",
+    "# make sure there is no error\n",
+    "\n",
+    "\n",
+    "# read the entire contents of the page into a single string variable\n",
+    "\n",
+    "\n",
+    "# split the contents into list of strings using newline separator\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Warmup 2a: Find all sentences that contain \"title\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "title_sentences = ???\n",
+    "title_sentences"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Warmup 2b: Extract title tag's value"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "title_tag_val = ???"
+   ]
+  },
+  {
+   "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>Sleep <b>More</b></li>\n",
+    "    <li>Exercise</li>\n",
+    "</ul>"
+   ]
+  },
+  {
+   "attachments": {
+    "3f1dae6f-33fd-42fc-8766-58a42d5e1b1d.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![image.png](attachment:3f1dae6f-33fd-42fc-8766-58a42d5e1b1d.png)"
+   ]
+  },
+  {
+   "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>Sleep <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",
+    "element"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "What is the type of find's return value?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(type(element))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "How do we extract the text of the \"b\" element and what is its type?"
+   ]
+  },
+  {
+   "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 that this html string has a <ul> tag\n",
+    "assert bs_obj.find(\"ul\") != None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# assert that this does not have an <a> tag\n",
+    "assert bs_obj.find(\"a\") == None"
+   ]
+  },
+  {
+   "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": [
+    "# Find all bold elements\n",
+    "element_list = ???"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# What is the type of return value of find_all?\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# What about a single element?\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Use a for loop to print the text of each \"b\" element.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Unlike `find`, `find_all` returns an empty iterable, when there are no matching elements."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# only searches for elements, not text\n",
+    "print(bs_obj.find_all(\"Sleep\"))    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# if not present returns None\n",
+    "print(bs_obj.find(\"Sleep\"))    "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "You can invoke `find` or `find_all` on other BeautifulSoup object instances."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Find all list elements\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Find all bold list items in the 2nd list element\n"
+   ]
+  },
+  {
+   "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": [
+    "# Find all children of the unordered list.\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Find text of every child element.\n"
+   ]
+  },
+  {
+   "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": [
+    "# You Try! Print all bolded list items.\n",
+    "for li_item in bs_obj.find(\"ul\").children:\n",
+    "    pass"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# You Try! Get the title of the Syllabus Page using Beautiful Soup\n",
+    "\n",
+    "# Get this page using requests.  \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 = ???"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# You Try! Use Beautiful Soup to get all the main\n",
+    "# ideas (h1 and h5's) from the course schedule.\n",
+    "# https://cs220.cs.wisc.edu/s24/schedule.html\n",
+    "# Get this page using requests.  \n",
+    "url = \"https://cs220.cs.wisc.edu/s24/schedule.html\"\n"
+   ]
+  },
+  {
+   "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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get all the table headers\n",
+    "bs_obj = BeautifulSoup(html_string, \"html.parser\")\n",
+    "th_elements = ???"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get the first anchor element\n",
+    "first_anchor = ???"
+   ]
+  },
+  {
+   "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": [
+    "# Get the attributes of the first anchor object\n",
+    "first_anchor_attributes = ???"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# What is the type of .attrs?\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Extract the hyperlink\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Extract hyperlinks for each department and populate\n",
+    "# department name and link into a dict where the key\n",
+    "# is the department name, and the value is the URL.\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",
+    "        pass\n",
+    "        \n",
+    "department_urls"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Parsing small_movies html table to extract `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\")\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": {},
+   "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": {},
+   "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"
+   ]
+  },
+  {
+   "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": [
+    "# Why second row? Because first row has the header information.\n",
+    "\n",
+    "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",
+    "    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",
+    "\n",
+    "You can compare your parsing output to `small_movies.json` file contents, to confirm your result."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "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",
+    "        else:\n",
+    "            movie[header[idx]] = val\n",
+    "    movies_data.append(movie)\n",
+    "# movies_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Final step: 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)\n",
+    "    small_movies_str = f.read()\n",
+    "    f.close()\n",
+    "\n",
+    "    bs_obj = BeautifulSoup(small_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",
+    "            else:\n",
+    "                movie[header[idx]] = val\n",
+    "        movies_data.append(movie)\n",
+    "    \n",
+    "    return movies_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "full_movies_data = parse_html(\"full_movies.html\")\n",
+    "# full_movies_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Now make a dataframe of the data\n",
+    "movies_df = DataFrame(full_movies_data)\n",
+    "movies_df.head(3)"
+   ]
+  }
+ ],
+ "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": "3.11.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/Louis_Lecture_Notes/31_Web3/full_movies.html b/s24/Louis_Lecture_Notes/31_Web3/full_movies.html
new file mode 100644
index 0000000..6d83dc0
--- /dev/null
+++ b/s24/Louis_Lecture_Notes/31_Web3/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>Måns Mårlind</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>
\ No newline at end of file
diff --git a/s24/Louis_Lecture_Notes/31_Web3/small_movies.html b/s24/Louis_Lecture_Notes/31_Web3/small_movies.html
new file mode 100644
index 0000000..c704423
--- /dev/null
+++ b/s24/Louis_Lecture_Notes/31_Web3/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>
\ No newline at end of file
-- 
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