From 59cb9c4780e0f192036f520b383994e92474e3e1 Mon Sep 17 00:00:00 2001
From: ashwinmaran <amaran@wisc.edu>
Date: Tue, 11 Apr 2023 18:31:56 -0500
Subject: [PATCH] add p11 and lab-p11

---
 lab-p11/README.md                   |    74 +
 lab-p11/images/README.md            |     3 +
 lab-p11/images/color-example.png    |   Bin 0 -> 10307 bytes
 lab-p11/images/multiple-example.png |   Bin 0 -> 10472 bytes
 lab-p11/images/q1-1.png             |   Bin 0 -> 10366 bytes
 lab-p11/images/q1-2.png             |   Bin 0 -> 10368 bytes
 lab-p11/images/q10.png              |   Bin 0 -> 56420 bytes
 lab-p11/images/q11.png              |   Bin 0 -> 44071 bytes
 lab-p11/images/q12.png              |   Bin 0 -> 41463 bytes
 lab-p11/images/q2-1.png             |   Bin 0 -> 10352 bytes
 lab-p11/images/q2-2.png             |   Bin 0 -> 11022 bytes
 lab-p11/images/q5.png               |   Bin 0 -> 17180 bytes
 lab-p11/images/q6.png               |   Bin 0 -> 24919 bytes
 lab-p11/images/q7-1.png             |   Bin 0 -> 17672 bytes
 lab-p11/images/q7-2.png             |   Bin 0 -> 25235 bytes
 lab-p11/images/q8.png               |   Bin 0 -> 24415 bytes
 lab-p11/images/q9.png               |   Bin 0 -> 50690 bytes
 lab-p11/images/size-example.png     |   Bin 0 -> 10684 bytes
 lab-p11/images/squares.PNG          |   Bin 0 -> 10619 bytes
 lab-p11/images/squares_labelled.PNG |   Bin 0 -> 11524 bytes
 lab-p11/planets_small.json          | 65018 ++++++++++++++++++++++++++
 lab-p11/practice.ipynb              |  2486 +
 lab-p11/practice_plots.json         |    21 +
 lab-p11/practice_test.py            |   387 +
 lab-p11/sample_data.zip             |   Bin 0 -> 1714 bytes
 p11/README.md                       |   109 +
 p11/broken_data.zip                 |   Bin 0 -> 7244 bytes
 p11/data.zip                        |   Bin 0 -> 212592 bytes
 p11/images/README.md                |     3 +
 p11/images/add_group_member.png     |   Bin 0 -> 160694 bytes
 p11/images/gradescope.png           |   Bin 0 -> 153964 bytes
 p11/images/q4.png                   |   Bin 0 -> 17292 bytes
 p11/images/q5.png                   |   Bin 0 -> 22867 bytes
 p11/images/q7.png                   |   Bin 0 -> 18438 bytes
 p11/images/q8.png                   |   Bin 0 -> 26364 bytes
 p11/images/q9.png                   |   Bin 0 -> 25696 bytes
 p11/p11.ipynb                       |  2635 ++
 p11/p11_plots.json                  |    12 +
 p11/p11_test.py                     |   479 +
 p11/rubric.md                       |   153 +
 40 files changed, 71380 insertions(+)
 create mode 100644 lab-p11/README.md
 create mode 100644 lab-p11/images/README.md
 create mode 100644 lab-p11/images/color-example.png
 create mode 100644 lab-p11/images/multiple-example.png
 create mode 100644 lab-p11/images/q1-1.png
 create mode 100644 lab-p11/images/q1-2.png
 create mode 100644 lab-p11/images/q10.png
 create mode 100644 lab-p11/images/q11.png
 create mode 100644 lab-p11/images/q12.png
 create mode 100644 lab-p11/images/q2-1.png
 create mode 100644 lab-p11/images/q2-2.png
 create mode 100644 lab-p11/images/q5.png
 create mode 100644 lab-p11/images/q6.png
 create mode 100644 lab-p11/images/q7-1.png
 create mode 100644 lab-p11/images/q7-2.png
 create mode 100644 lab-p11/images/q8.png
 create mode 100644 lab-p11/images/q9.png
 create mode 100644 lab-p11/images/size-example.png
 create mode 100644 lab-p11/images/squares.PNG
 create mode 100644 lab-p11/images/squares_labelled.PNG
 create mode 100644 lab-p11/planets_small.json
 create mode 100644 lab-p11/practice.ipynb
 create mode 100644 lab-p11/practice_plots.json
 create mode 100644 lab-p11/practice_test.py
 create mode 100644 lab-p11/sample_data.zip
 create mode 100644 p11/README.md
 create mode 100644 p11/broken_data.zip
 create mode 100644 p11/data.zip
 create mode 100644 p11/images/README.md
 create mode 100644 p11/images/add_group_member.png
 create mode 100644 p11/images/gradescope.png
 create mode 100644 p11/images/q4.png
 create mode 100644 p11/images/q5.png
 create mode 100644 p11/images/q7.png
 create mode 100644 p11/images/q8.png
 create mode 100644 p11/images/q9.png
 create mode 100644 p11/p11.ipynb
 create mode 100644 p11/p11_plots.json
 create mode 100644 p11/p11_test.py
 create mode 100644 p11/rubric.md

diff --git a/lab-p11/README.md b/lab-p11/README.md
new file mode 100644
index 0000000..9f071f9
--- /dev/null
+++ b/lab-p11/README.md
@@ -0,0 +1,74 @@
+# Lab-P11: Scatter Plots and Recursion
+
+In this lab, you'll get practice with creating scatter plots and defining recursive functions, in preparation for P11.
+
+-----------------------------
+## Corrections/Clarifications
+
+
+**Find any issues?** Please report to us:
+
+- Kincannon Wilson <kgwilson2@wisc.edu>
+- Chaitanya Kabra <ckabra@wisc.edu>
+
+------------------------------
+## Learning Objectives
+
+In this lab, you will practice...
+* creating scatter plots,
+* defining recursive functions.
+
+------------------------------
+
+## Note on Academic Misconduct
+
+You may do these lab exercises with only your project partner; you are not allowed to start
+working on Lab-P11 with one person, then do the project with a different partner. Now may be a
+good time to review [our course policies](https://cs220.cs.wisc.edu/s23/syllabus.html).
+
+**Important:** P10 and P11 are two parts of the same data analysis.
+You **cannot** switch project partners between these two projects.
+If you partnered up with someone for P10, you have to sustain that partnership until the end of P11.
+
+------------------------------
+
+## Segment 1: Setup
+
+Create a `lab-p11` directory and download the following files into the `lab-p11` directory.
+
+* `sample_data.zip`
+* `planets_small.json`
+* `practice.ipynb`
+* `practice_test.py`
+* `practice_plots.json`
+
+After downloading `sample_data.zip`, make sure to extract it (using [Mac directions](http://osxdaily.com/2017/11/05/how-open-zip-file-mac/) or [Windows directions](https://support.microsoft.com/en-us/help/4028088/windows-zip-and-unzip-files)). After extracting, you should see a folder called `sample_data`. You may delete `sample_data.zip` after extracting the files inside it.
+
+**Important**: You **must** make sure that the `sample_data` directory is in the same directory as `practice.ipynb`. Your file structure **must** look like this:
+
+```
++-- practice.ipynb
++-- planets_small.json
++-- practice_test.py
++-- practice_plots.json
++-- sample_data
+|   +-- .DS_Store
+|   +-- file_1.json
+|   +-- sample_1
+|   |   +-- .ipynb_checkpoints
+|   |   +-- file_2.json
+|   |   +-- file_3.json
+|   +-- sample_2
+|   |   +-- file_4.json
+|   |   +-- sample_3
+|   |   |   +-- .DS_Store
+|   |   |   +-- file_5.json
+```
+
+
+## Segment 2:
+For the remaining segments, detailed instructions are provided in `practice.ipynb`. From the terminal, open a `jupyter notebook` session, open your `practice.ipynb`, and follow the instructions in `practice.ipynb`.
+
+## Project 11
+
+You can now get started with [P11](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-f22-projects/-/tree/main/p11). **You may copy/paste any code created here in project P11**. Remember to work on P11 with only your partner from this point on. Have fun!
diff --git a/lab-p11/images/README.md b/lab-p11/images/README.md
new file mode 100644
index 0000000..6d2e03f
--- /dev/null
+++ b/lab-p11/images/README.md
@@ -0,0 +1,3 @@
+# Images
+
+Images from lab-p11 are stored here.
diff --git a/lab-p11/images/color-example.png b/lab-p11/images/color-example.png
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diff --git a/lab-p11/planets_small.json b/lab-p11/planets_small.json
new file mode 100644
index 0000000..f01964a
--- /dev/null
+++ b/lab-p11/planets_small.json
@@ -0,0 +1,65018 @@
+[
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+    "host_name": "11 Com",
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+  },
+  {
+    "planet_name": "11 UMi b",
+    "host_name": "11 UMi",
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+  },
+  {
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+  },
+  {
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+  {
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+    "orbital_period": 12.352446,
+    "planet_radius": 1.129,
+    "planet_mass": 1.321,
+    "semi_major_radius": 0.04683,
+    "eccentricity": 0.00208,
+    "equilibrium_temperature": 197.0,
+    "insolation_flux": 0.25
+  },
+  {
+    "planet_name": "TRAPPIST-1 h",
+    "host_name": "TRAPPIST-1",
+    "discovery_method": "Transit",
+    "discovery_year": 2017,
+    "controversial_flag": false,
+    "orbital_period": 18.772866,
+    "planet_radius": 0.755,
+    "planet_mass": 0.326,
+    "semi_major_radius": 0.06189,
+    "eccentricity": 0.00567,
+    "equilibrium_temperature": 172.0,
+    "insolation_flux": 0.14
+  },
+  {
+    "planet_name": "V1298 Tau b",
+    "host_name": "V1298 Tau",
+    "discovery_method": "Transit",
+    "discovery_year": 2019,
+    "controversial_flag": false,
+    "orbital_period": 24.1396,
+    "planet_radius": 10.27,
+    "planet_mass": 74.9,
+    "semi_major_radius": 0.1688,
+    "eccentricity": 0.29,
+    "equilibrium_temperature": 677.0,
+    "insolation_flux": 35.0
+  },
+  {
+    "planet_name": "V1298 Tau c",
+    "host_name": "V1298 Tau",
+    "discovery_method": "Transit",
+    "discovery_year": 2019,
+    "controversial_flag": false,
+    "orbital_period": 8.24958,
+    "planet_radius": 5.59,
+    "planet_mass": 26.7,
+    "semi_major_radius": 0.0825,
+    "eccentricity": 0.43,
+    "equilibrium_temperature": 968.0,
+    "insolation_flux": 146.0
+  },
+  {
+    "planet_name": "V1298 Tau d",
+    "host_name": "V1298 Tau",
+    "discovery_method": "Transit",
+    "discovery_year": 2019,
+    "controversial_flag": false,
+    "orbital_period": 12.4032,
+    "planet_radius": 6.41,
+    "planet_mass": 33.6,
+    "semi_major_radius": 0.1083,
+    "eccentricity": 0.21,
+    "equilibrium_temperature": 845.0,
+    "insolation_flux": 85.0
+  },
+  {
+    "planet_name": "V1298 Tau e",
+    "host_name": "V1298 Tau",
+    "discovery_method": "Transit",
+    "discovery_year": 2019,
+    "controversial_flag": false,
+    "orbital_period": 60.0,
+    "planet_radius": 8.74,
+    "planet_mass": 57.0,
+    "semi_major_radius": 0.308,
+    "eccentricity": 0.57,
+    "equilibrium_temperature": 492.0,
+    "insolation_flux": 10.0
+  },
+  {
+    "planet_name": "WASP-47 b",
+    "host_name": "WASP-47",
+    "discovery_method": "Transit",
+    "discovery_year": 2012,
+    "controversial_flag": false,
+    "orbital_period": 4.1591492,
+    "planet_radius": 12.64,
+    "planet_mass": 363.6,
+    "semi_major_radius": 0.052,
+    "eccentricity": 0.0028,
+    "equilibrium_temperature": 1275.0,
+    "insolation_flux": 534.0
+  },
+  {
+    "planet_name": "WASP-47 c",
+    "host_name": "WASP-47",
+    "discovery_method": "Radial Velocity",
+    "discovery_year": 2015,
+    "controversial_flag": false,
+    "orbital_period": 588.8,
+    "planet_radius": 13.5,
+    "planet_mass": 500.0,
+    "semi_major_radius": 1.393,
+    "eccentricity": 0.295,
+    "equilibrium_temperature": 247.0,
+    "insolation_flux": null
+  },
+  {
+    "planet_name": "WASP-47 d",
+    "host_name": "WASP-47",
+    "discovery_method": "Transit",
+    "discovery_year": 2015,
+    "controversial_flag": false,
+    "orbital_period": 9.03055,
+    "planet_radius": 3.567,
+    "planet_mass": 14.2,
+    "semi_major_radius": 0.085,
+    "eccentricity": 0.01,
+    "equilibrium_temperature": null,
+    "insolation_flux": 190.0
+  },
+  {
+    "planet_name": "WASP-47 e",
+    "host_name": "WASP-47",
+    "discovery_method": "Transit",
+    "discovery_year": 2015,
+    "controversial_flag": false,
+    "orbital_period": 0.7895933,
+    "planet_radius": 1.808,
+    "planet_mass": 6.77,
+    "semi_major_radius": 0.01673,
+    "eccentricity": 0.03,
+    "equilibrium_temperature": null,
+    "insolation_flux": 4895.0
+  },
+  {
+    "planet_name": "tau Cet e",
+    "host_name": "tau Cet",
+    "discovery_method": "Radial Velocity",
+    "discovery_year": 2017,
+    "controversial_flag": false,
+    "orbital_period": 162.87,
+    "planet_radius": 1.81,
+    "planet_mass": 3.93,
+    "semi_major_radius": 0.538,
+    "eccentricity": 0.18,
+    "equilibrium_temperature": null,
+    "insolation_flux": null
+  },
+  {
+    "planet_name": "tau Cet f",
+    "host_name": "tau Cet",
+    "discovery_method": "Radial Velocity",
+    "discovery_year": 2017,
+    "controversial_flag": false,
+    "orbital_period": 636.13,
+    "planet_radius": 1.81,
+    "planet_mass": 3.93,
+    "semi_major_radius": 1.334,
+    "eccentricity": 0.16,
+    "equilibrium_temperature": null,
+    "insolation_flux": null
+  },
+  {
+    "planet_name": "tau Cet g",
+    "host_name": "tau Cet",
+    "discovery_method": "Radial Velocity",
+    "discovery_year": 2017,
+    "controversial_flag": false,
+    "orbital_period": 20.0,
+    "planet_radius": 1.18,
+    "planet_mass": 1.75,
+    "semi_major_radius": 0.133,
+    "eccentricity": 0.06,
+    "equilibrium_temperature": null,
+    "insolation_flux": null
+  },
+  {
+    "planet_name": "tau Cet h",
+    "host_name": "tau Cet",
+    "discovery_method": "Radial Velocity",
+    "discovery_year": 2017,
+    "controversial_flag": false,
+    "orbital_period": 49.41,
+    "planet_radius": 1.19,
+    "planet_mass": 1.83,
+    "semi_major_radius": 0.243,
+    "eccentricity": 0.23,
+    "equilibrium_temperature": null,
+    "insolation_flux": null
+  }
+]
\ No newline at end of file
diff --git a/lab-p11/practice.ipynb b/lab-p11/practice.ipynb
new file mode 100644
index 0000000..09cde55
--- /dev/null
+++ b/lab-p11/practice.ipynb
@@ -0,0 +1,2486 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "704cb078",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "# Initialize Otter\n",
+    "import otter\n",
+    "grader = otter.Notebook(\"practice.ipynb\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0f868c7d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import practice_test"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9aa8de0e",
+   "metadata": {},
+   "source": [
+    "# Lab-P11:  Scatter Plots and Recursion\n",
+    "\n",
+    "In this lab, you will practice...\n",
+    "* creating scatter plots,\n",
+    "* defining recursive functions."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3be8c03d",
+   "metadata": {},
+   "source": [
+    "## Note on Academic Misconduct:\n",
+    "\n",
+    "**Important:** P10 and P11 are two parts of the same data analysis.\n",
+    "You **cannot** switch project partners between these two projects.\n",
+    "If you partnered up with someone for P10, you have to sustain that partnership until the end of P11.\n",
+    "\n",
+    "You may do these lab exercises with only your project partner; you are not allowed to start\n",
+    "working on Lab-P11 with one person, then do the project with a different partner. Now may be a\n",
+    "good time to review [our course policies](https://cs220.cs.wisc.edu/s23/syllabus.html)."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0aad4e22",
+   "metadata": {},
+   "source": [
+    "## Setup:\n",
+    "\n",
+    "Before proceeding much further, download `practice_test.py`, `practice_plots.json`, and `planets_small.json` and store them in the same directory as `p11.ipynb`. You should also download `sample_data.zip` and  extract the contents of the directory `sample_data` into the same directory which contains the files `practice.ipynb`, `practice_test.py`, `planets_small.json` and `practice_plots.json`.\n",
+    "\n",
+    "You need to make sure that the project files are stored in the following structure:\n",
+    "\n",
+    "```\n",
+    "+-- practice.ipynb\n",
+    "+-- practice_test.py\n",
+    "+-- practice_plots.json\n",
+    "+-- sample_data\n",
+    "|   +-- .DS_Store\n",
+    "|   +-- file_1.json\n",
+    "|   +-- sample_1\n",
+    "|   |   +-- .ipynb_checkpoints\n",
+    "|   |   +-- file_2.json\n",
+    "|   |   +-- file_3.json\n",
+    "|   +-- sample_2\n",
+    "|   |   +-- file_4.json\n",
+    "|   |   +-- sample_3\n",
+    "|   |   |   +-- .DS_Store\n",
+    "|   |   |   +-- file_5.json\n",
+    "```\n",
+    "\n",
+    "Make sure that **all** files are stored in this **exact** file structure."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b170a3b6",
+   "metadata": {},
+   "source": [
+    "## Introduction:\n",
+    "\n",
+    "In P10, you parsed the data in the `data` directory and created some useful data structures. In P11, you will be creating scatter plots, and using recursion to gather even more data.\n",
+    "\n",
+    "In Lab-P11, you will practice creating scatter plots on a smaller dataset, and also practice writing some recursive functions."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "67fa1127",
+   "metadata": {},
+   "source": [
+    "## Questions and Functions:\n",
+    "\n",
+    "Let us start by importing all the modules we will need for this project."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7295eeb6",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# it is considered a good coding practice to place all import statements at the top of the notebook\n",
+    "# please place all your import statements in this cell if you need to import any more modules for this lab\n",
+    "\n",
+    "# we have imported these modules for you\n",
+    "import os\n",
+    "import json\n",
+    "from collections import namedtuple\n",
+    "import matplotlib.pyplot as plt"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fb7b57e0",
+   "metadata": {},
+   "source": [
+    "### Loading in data:\n",
+    "\n",
+    "Before proceeding further, we will need to load in some data. Recall that in P10, we created a **list** of `Planet` objects called `planets_list`. In P11, you will be analyzing this **list** and using the data in there to create scatter plots. If you have not finished P10, do not worry about it. For Lab-P11, you will instead be working with a sample dataset. The data we will be analyzing in Lab-P11 is stored in `planets_small.json`.\n",
+    "\n",
+    "**Warning:** Note that the data in `planets_small.json` is **not** stored in the same format as the files in the `data` directory that you parsed in P10. This file has been created solely for Lab-P11, so it is easier to load in the data without having to create the functions that you need to create in P10 to read the actual dataset."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "97e0f178",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# we have defined the namedtuple 'Planet' for you\n",
+    "\n",
+    "planets_attributes = ['planet_name',\n",
+    "                     'host_name', \n",
+    "                     'discovery_method',\n",
+    "                     'discovery_year',\n",
+    "                     'controversial_flag',\n",
+    "                     'orbital_period',\n",
+    "                     'planet_radius',\n",
+    "                     'planet_mass',\n",
+    "                     'semi_major_radius',\n",
+    "                     'eccentricity',\n",
+    "                     'equilibrium_temperature',\n",
+    "                     'insolation_flux']\n",
+    "\n",
+    "Planet = namedtuple(\"Planet\", planets_attributes)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "70f96f6f",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# we have parsed the data in 'planets_small.json' and created a list of Planet objects for you\n",
+    "\n",
+    "def read_json(path):\n",
+    "    with open(path, encoding=\"utf-8\") as f:\n",
+    "        return json.load(f)\n",
+    "\n",
+    "# add the planets in 'planets_small.json' as Planet objects to 'small_planets_list'\n",
+    "small_planets_list = []\n",
+    "for planet in read_json('planets_small.json'):\n",
+    "    small_planets_list.append(Planet(**planet))\n",
+    "\n",
+    "# display the first three Planet objects in 'small_planets_list'\n",
+    "small_planets_list[:3]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6a2cf5e8",
+   "metadata": {},
+   "source": [
+    "## Segment 1: Scatter Plots\n",
+    "\n",
+    "We will first learn to create simple scatter plots."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "26d5460f",
+   "metadata": {},
+   "source": [
+    "### Function 1: `plot_scatter(x_data, y_data, x_label, y_label, c, s)`\n",
+    "\n",
+    "You have been provided with a function `plot_scatter` which can create scatter plots. You do not need to worry about how it works just yet. The function will be explained to you over the course of the lab."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d2befcaa",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "def plot_scatter(x_data, y_data, x_label='x axis', y_label='y axis', c=None, s=7):\n",
+    "    plt.scatter(x_data, y_data, c=c, s=s)\n",
+    "    plt.xlabel(x_label)\n",
+    "    plt.ylabel(y_label)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "dc0f1bf8",
+   "metadata": {},
+   "source": [
+    "### Task 1.1: Simple plots with `scatter_plot`"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f55b37fd",
+   "metadata": {},
+   "source": [
+    "**Question 1.1:** Create a **scatter plot** with the points *(1, 1)*, *(2, 2)*, *(3, 3)*, and *(4, 4)*.\n",
+    "\n",
+    "You **must** first compute **two lists** which contain the *x*-coordinates and *y*-coordinates of the above points respectively. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "db6ff7b8",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the lists 'x' and 'y', but do NOT display them\n",
+    "# do NOT create the plot just yet\n",
+    "\n",
+    "# we have done this one for you\n",
+    "x = [1, 2, 3, 4]\n",
+    "y = [1, 2, 3, 4]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "60926a75",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q1-1\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d06c1499",
+   "metadata": {},
+   "source": [
+    "Now, **plot** `x` and `y` as **scatter plot**. Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q1-1.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "c3220bc0",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q1-1.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "52c1fcad",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# plot 'x' and 'y'\n",
+    "\n",
+    "plot_scatter(..., ...)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ccb7f100",
+   "metadata": {},
+   "source": [
+    "As you can see, in order to create the **scatter plot**, we had to create **two** lists `x` and `y`. The **list** `x` contains the data in the **x axis** and the **list** `y` contains the data in the **y axis**. For example, the element at index *0* of `x` is *1*, and the element at index *0* of `y` is *1*. Therefore, a point is added to the **scatter plot** at the position *(1, 1)*. Similarly, the other points are also added to the **scatter plot** using the `x` and `y` lists."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a5f89b6e",
+   "metadata": {},
+   "source": [
+    "**Question 1.2:** Create a **scatter plot** with the points *(1, 4)*, *(2, 1)*, *(3, 2)*, and *(4, 3)*.\n",
+    "\n",
+    "You **must** create **two lists** and store the **x** and **y** values in these lists. In order to pass `grader.check` for scatter plots, you **must** define **both** **lists** properly."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "05741c6f",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the lists 'x' and 'y', but do NOT display them\n",
+    "# do NOT create the plot just yet\n",
+    "\n",
+    "# replace the ... with your code\n",
+    "\n",
+    "x = [1, 2, 3, 4]\n",
+    "y = ..."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "96a32319",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q1-2\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1d7721a2",
+   "metadata": {},
+   "source": [
+    "Now, **plot** `x` and `y` as **scatter plot**. Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q1-2.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "3c1ed597",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q1-2.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "671a35a8",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# plot 'x' and 'y'\n",
+    "\n",
+    "plot_scatter(..., ...)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f8e39afb",
+   "metadata": {},
+   "source": [
+    "**Question 2.1:** Create a **scatter plot** having the numbers *(1, 2, 3, ... 10)* on the **x axis** and their **squares** on the **y axis**.\n",
+    "\n",
+    "You **must** create **two lists** and store the **x** and **y** values in these lists. In order to pass `grader.check` for scatter plots, you **must** define **both** **lists** properly."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "14ed1634",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the lists 'x' and 'y', but do NOT display them\n",
+    "# do NOT create the plot just yet\n",
+    "\n",
+    "# replace the ... with your code\n",
+    "\n",
+    "x = [i for i in range(1, 11)]\n",
+    "y = [... for j in x]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b9d12f76",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q2-1\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c1f2d324",
+   "metadata": {},
+   "source": [
+    "Now, **plot** `x` and `y` as **scatter plot**. Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q2-1.png": {
+     "image/png": 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3u1mnsaqqqgJv8mXzcigLAADASZpVdnr27KmzZ88qJiZGPXr0kMvluuIYy7Lkcrnk9/tbPSQAAMBX1ayys3PnTvXq1Svw76uVHQAAACdizo6YswMAQEfU3N/vFl+NtWzZsqueqvL5fJoyZUpL3w4AAKBNtbjsvPDCCxo1apROnDgR2Pb2229r8ODB+p//+Z/WzAYAAHDdWlx2Dh8+rBtvvFFDhgzRxo0btWDBAqWlpenhhx9u9IBQAAAAJ2jxHZSjoqK0ZcsWLV26VBkZGQoJCdH27ds1duzYtsgHAABwXVo8siNJ69ev19q1azVlyhQNGDBAjz/+uD744IPWzgYAAHDdWlx2xo8frxUrVuiFF17QSy+9pIMHD+r222/Xt7/9ba1evbotMgIAAHxlLS47ly5d0uHDh/WDH/xAkhQaGqq8vDy9/PLLWrt2basHBAAAuB6tep+dv/71r7rhhhta6+3aDffZAQCg42mz++xcS0csOgAAwGwtvhrL7/dr7dq1+s///E+dPn1adXV1jfb/7W9/a7VwAID25a+3FBzEI4FglhaP7KxYsUJr1qzR/fffL5/Pp6ysLH3/+99XUFCQli9f3gYRAQBt7URFtcatKdbAH72hcWuKdaKi2u5IQKtpcdl56aWXtHHjRj3xxBMKCQnRlClT9POf/1w//vGPtXfv3rbICABoYxkFXpVU1EiSSipqlFHgtTkR0HpaXHbKyso0ePBgSVJ4eLh8Pp8kaeLEiXr99ddbNx0AoM356y0dL6+Wv+F6Fb/VsF7f6Z8TDUO0uOz07dtXZ8+elSQlJiaqsLBQkrR//3653e7WTQcAaHPBQS4lxoQr2HV5rk6wq2GduTswRIvLzj/+4z/qrbfekiTNnTtXy5YtU1JSkn74wx/qkUceafWAAIC2l5+eooToMElSQnSY8tNTbE4EtJ7rvs/O+++/r3fffVeJiYm65557WitXu+I+OwBwGVdjoSNp7u93iy89/3sjR47UyJEjr/dtAAAOQNGBiVr1poIAAABOQ9kBAABGo+wAAACjUXYAAIDRWlx2Hn74Ye3atastsgAAALS6Fpedc+fOKS0tTUlJScrOztYnn3zSFrkAAABaRYvLziuvvKJPPvlEc+bM0a9//WvdeOONGj9+vF5++WVdvHixLTICAAB8ZV9pzk7v3r01d+5cHTx4UPv27VNiYqLS09MVFxenefPm6c9//nNr5wQAAPhKrmuC8tmzZ1VYWKjCwkIFBwdrwoQJOnr0qG6++WatXbu2tTICAAB8ZS0uOxcvXtQrr7yiiRMnqn///vr1r3+tefPm6ezZs9q0aZMKCwtVUFCglStXtkVeAACAFmnx4yL69Omj+vp6TZkyRfv27dOQIUOuOOa73/2uevTo0QrxAAAArk+Ly87atWt13333qVu3bk0e07NnT5WUlFxXMAAAgNbQ4rKTnp7eFjkAAADaBHdQBgAARqPsAAAAo1F2AACA0Sg7AADAaJQdAABgNMoOAAAwGmUHAAAYjbIDAACMRtkBAABG61BlJycnRy6XS5mZmYFttbW1euyxx3TDDTcoLCxM99xzj/7yl7/YFxIAADhKhyk7+/fv14YNG3Trrbc22p6Zmalt27Zpy5Yt2r17t6qrqzVx4kT5/X6bkgIAACfpEGWnurpa06ZN08aNG9WzZ8/Adp/Pp1/84hd65plnNG7cOA0dOlQvvviijhw5oh07dtiYGAAAOEWHKDuzZ8/W3XffrXHjxjXa7vV6dfHiRaWlpQW2xcXFKTk5WXv27Gny/Wpra1VVVdVoAQAAZmrxU8/b25YtW+T1enXgwIEr9pWVlalr166NRnskyePxqKysrMn3zMnJ0YoVK1o9KwAAcB5Hj+yUlpZq7ty5eumll9StW7dmv86yLLlcrib3L1myRD6fL7CUlpa2RlwAAOBAji47Xq9X5eXlSklJUUhIiEJCQlRcXKxnn31WISEh8ng8qqurU2VlZaPXlZeXy+PxNPm+brdbkZGRjRYAAGAmR5edsWPH6siRIzp06FBgGT58uKZNmxb4d5cuXVRUVBR4zdmzZ/WnP/1JqampNiYHAABO4eg5OxEREUpOTm60LSwsTL179w5snzFjhubPn6/evXurV69eeuKJJzR48OArJjMDAIDOydFlpznWrl2rkJAQ3X///bpw4YLGjh2r559/XsHBwXZHAwAADuCyLMuyO4TdqqqqFBUVJZ/Px/wdAAA6iOb+fjt6zg4AAMD1ouwAAACjUXYAAIDRKDsA0Ar89Z1++iPgWB3+aiwAsNOJimplFHh1vLxaiTHhyk9P0cDocLtjAfgCRnYA4DpkFHhVUlEjSSqpqFFGgdfmRAD+HmUHAL4if72l4+XV8jfcwcNvNaxzSgtwFMoOAHxFwUEuJcaEK7jhwcPBrob1oKYfRAyg/VF2AOA65KenKCE6TJKUEB2m/PQUmxMB+HtMUAaA6zAwOlw7ssbIX28xogM4FCM7ANAKKDqAc1F2AACA0Sg7AADAaJQdAABgNMoOAAAwGmUHAAAYjbIDAACMRtkBAABGo+wAAACjUXYAAIDRKDsAAMBolB0AAGA0yg4AADAaZQcAABiNsgMAAIxG2QEAAEaj7AAAAKNRdgAAgNEoOwAAwGiUHQAAYDTKDgAAMBplBwAAGI2yAwAAjEbZAQAARqPsAAAAo1F2AACA0Sg7AADAaJQdAABgNMoOAAAwGmUHAAAYjbIDwFb+esvuCAAMF2J3AACd04mKamUUeHW8vFqJMeHKT0/RwOhwu2MBMBAjOwBskVHgVUlFjSSppKJGGQVemxMBMBVlB0C789dbOl5eLb91+RSW32pY55QWgDZA2QHQ7oKDXEqMCVewy3V53dWwHuSyORkAE1F2ANgiPz1FCdFhkqSE6DDlp6fYnAiAqZigDMAWA6PDtSNrjPz1FiM6ANoUIzsAbEXRAdDWKDsAAMBolB0AAGA0yg4AADAaZQcAABiNsgMAAIxG2QEAAEaj7AAAAKNRdgAAgNEoOwAAwGiOLjs5OTkaMWKEIiIiFBMTo8mTJ+vjjz9udExtba0ee+wx3XDDDQoLC9M999yjv/zlLzYlBgAATuPoslNcXKzZs2dr7969Kioq0qVLl5SWlqaamprAMZmZmdq2bZu2bNmi3bt3q7q6WhMnTpTf77cxOQAAcAqXZVmW3SGaq6KiQjExMSouLtbtt98un8+n6OhoFRQU6IEHHpAknTlzRvHx8XrjjTf03e9+96rvU1tbq9ra2sB6VVWV4uPj5fP5FBkZ2S6fBQAAXJ+qqipFRUV96e+3o0d2/p7P55Mk9erVS5Lk9Xp18eJFpaWlBY6Ji4tTcnKy9uzZ0+T75OTkKCoqKrDEx8e3bXAAAGCbDlN2LMtSVlaWRo8ereTkZElSWVmZunbtqp49ezY61uPxqKysrMn3WrJkiXw+X2ApLS1t0+wAAMA+IXYHaK45c+bo8OHD2r1795cea1mWXC5Xk/vdbrfcbndrxgMAAA7VIUZ2HnvsMb322mv6wx/+oL59+wa2x8bGqq6uTpWVlY2OLy8vl8fjae+YAADAgRxddizL0pw5c/Tqq69q586dSkhIaLQ/JSVFXbp0UVFRUWDb2bNn9ac//UmpqantHRcAADiQo09jzZ49W5s3b9Zvf/tbRUREBObhREVFKTQ0VFFRUZoxY4bmz5+v3r17q1evXnriiSc0ePBgjRs3zub0AADACRx96XlT825+9atf6eGHH5Yk/d///Z8WLFigzZs368KFCxo7dqyee+65Fl1h1dxL1wAAgHM09/fb0WWnvVB2AADoeIy8zw4AAEBLUXYAAIDRKDsAAMBolB2gg/LXd/rpdgDQLI6+9BzAlU5UVCujwKvj5dVKjAlXfnqKBkaH2x0LAByLkR2gg8ko8KqkokaSVFJRo4wCr82JAMDZKDtAB+Kvt3S8vFr+hjtG+K2GdU5pAUCTKDtABxIc5FJiTLiCG264GexqWA9q+sG3ANDZUXaADiY/PUUJ0WGSpIToMOWnp9icCACcjQnKQAczMDpcO7LGyF9vMaIDAM3AyA7QQVF0AKB5KDsAAMBolB0AAGA0yg4AADAaZQcAABiNsgMAAIxG2QEAAEaj7AAAAKNRdgAAgNEoOwAAwGiUHQAAYDTKDgAAMBplBwAAGI2yAwAAjEbZAQAARqPsAAAAo1F2AACA0Sg76FT89ZbdEQAA7SzE7gBAezhRUa2MAq+Ol1crMSZc+ekpGhgdbncsAEA7YGQHnUJGgVclFTWSpJKKGmUUeG1OBABoL5QdGM9fb+l4ebX81uVTWH6rYZ1TWgDQKVB2YLzgIJcSY8IV7HJdXnc1rAe5bE4GAGgPlB10CvnpKUqIDpMkJUSHKT89xeZEAID2wgRldAoDo8O1I2uM/PUWIzoA0MkwsoNOhaIDAJ0PZQcAABiNsgMAAIxG2QEAAEaj7AAAAKNRdgAAgNEoOwAAwGiUHQAAYDTKDgAAMBplBwAAGI2yg2bhCeEAgI6KZ2Phmk5UVCujwKvj5dVKjAlXfnqKBkaH2x0LAIBmY2QH15RR4FVJRY0kqaSiRhkFXpsTAQDQMpQdNMlfb+l4ebX81uVTWH6rYZ1TWgCADoSygyYFB7mUGBOuYNflJ4UHuxrWeXI4AKADoezgmvLTU5QQHSZJSogOU356is2JAABoGSYo45oGRodrR9YY+estRnQAAB0SIztoFooOAKCjouwAAACjUXYAAIDRKDttjMu0AQCwFxOU2wh3HgYAwBkY2Wkj3HkYAABnMKbsPPfcc0pISFC3bt2UkpKid955x7Ys3HkYAADnMKLsbN26VZmZmVq6dKkOHjyof/iHf9D48eN1+vRpW/Jw52EAAJzDZVlWhx9uGDlypIYNG6a8vLzAtkGDBmny5MnKycm54vja2lrV1tYG1quqqhQfHy+fz6fIyMhWycScHQAA2lZVVZWioqK+9Pe7w09Qrqurk9fr1eLFixttT0tL0549e676mpycHK1YsaJNc3HnYQAAnKHDn8b661//Kr/fL4/H02i7x+NRWVnZVV+zZMkS+Xy+wFJaWtpm+Sg6AADYq8OP7HzO5WpcKizLumLb59xut9xud3vEAgAANuvwIzs33HCDgoODrxjFKS8vv2K0BwAAdD4dvux07dpVKSkpKioqarS9qKhIqampNqUCAABOYcRprKysLKWnp2v48OG67bbbtGHDBp0+fVozZ860OxoAALCZEWXngQce0P/+7/9q5cqVOnv2rJKTk/XGG2+of//+dkcDAAA2M+I+O9erudfpAwAA52ju73eHn7MDAABwLZQdAABgNMoOAAAwGmUHAAAYjbIDAACMZsSl59fr8wvSqqqqbE4CAACa6/Pf7S+7sJyyI+ncuXOSpPj4eJuTAACAljp37pyioqKa3M99diTV19frzJkzioiIaPLhoZ1ZVVWV4uPjVVpayn2IHILvxFn4PpyF78NZ2vL7sCxL586dU1xcnIKCmp6Zw8iOpKCgIPXt29fuGI4XGRnJ/3A4DN+Js/B9OAvfh7O01fdxrRGdzzFBGQAAGI2yAwAAjEbZwZdyu9166qmn5Ha77Y6CBnwnzsL34Sx8H87ihO+DCcoAAMBojOwAAACjUXYAAIDRKDsAAMBolB0AAGA0yg6alJOToxEjRigiIkIxMTGaPHmyPv74Y7tjoUFOTo5cLpcyMzPtjtJpffLJJ3rooYfUu3dvde/eXUOGDJHX67U7Vqd06dIlPfnkk0pISFBoaKgGDBiglStXqr6+3u5oncauXbs0adIkxcXFyeVy6Te/+U2j/ZZlafny5YqLi1NoaKjuuOMOHT16tF2yUXbQpOLiYs2ePVt79+5VUVGRLl26pLS0NNXU1NgdrdPbv3+/NmzYoFtvvdXuKJ1WZWWlRo0apS5dumj79u368MMP9cwzz6hHjx52R+uUVq1apZ/97GfKzc3VRx99pNWrV+unP/2p1q9fb3e0TqOmpkbf/OY3lZube9X9q1ev1po1a5Sbm6v9+/crNjZWd955Z+D5lG2JS8/RbBUVFYqJiVFxcbFuv/12u+N0WtXV1Ro2bJiee+45/eQnP9GQIUO0bt06u2N1OosXL9a7776rd955x+4okDRx4kR5PB794he/CGy799571b17dxUUFNiYrHNyuVzatm2bJk+eLOnyqE5cXJwyMzO1aNEiSVJtba08Ho9WrVqljIyMNs3DyA6azefzSZJ69eplc5LObfbs2br77rs1btw4u6N0aq+99pqGDx+u++67TzExMRo6dKg2btxod6xOa/To0Xrrrbd07NgxSdIHH3yg3bt3a8KECTYngySVlJSorKxMaWlpgW1ut1tjxozRnj172vzv8yBQNItlWcrKytLo0aOVnJxsd5xOa8uWLfJ6vTpw4IDdUTq9kydPKi8vT1lZWfrRj36kffv26fHHH5fb7dYPf/hDu+N1OosWLZLP59NNN92k4OBg+f1+Pf3005oyZYrd0SCprKxMkuTxeBpt93g8OnXqVJv/fcoOmmXOnDk6fPiwdu/ebXeUTqu0tFRz585VYWGhunXrZnecTq++vl7Dhw9Xdna2JGno0KE6evSo8vLyKDs22Lp1q1588UVt3rxZt9xyiw4dOqTMzEzFxcVp+vTpdsdDA5fL1WjdsqwrtrUFyg6+1GOPPabXXntNu3btUt++fe2O02l5vV6Vl5crJSUlsM3v92vXrl3Kzc1VbW2tgoODbUzYufTp00c333xzo22DBg3SK6+8YlOizm3BggVavHixHnzwQUnS4MGDderUKeXk5FB2HCA2NlbS5RGePn36BLaXl5dfMdrTFpizgyZZlqU5c+bo1Vdf1c6dO5WQkGB3pE5t7NixOnLkiA4dOhRYhg8frmnTpunQoUMUnXY2atSoK27FcOzYMfXv39+mRJ3b+fPnFRTU+CctODiYS88dIiEhQbGxsSoqKgpsq6urU3FxsVJTU9v87zOygybNnj1bmzdv1m9/+1tFREQEzrlGRUUpNDTU5nSdT0RExBXzpcLCwtS7d2/mUdlg3rx5Sk1NVXZ2tu6//37t27dPGzZs0IYNG+yO1ilNmjRJTz/9tPr166dbbrlFBw8e1Jo1a/TII4/YHa3TqK6u1vHjxwPrJSUlOnTokHr16qV+/fopMzNT2dnZSkpKUlJSkrKzs9W9e3dNnTq17cNZQBMkXXX51a9+ZXc0NBgzZow1d+5cu2N0Wr/73e+s5ORky+12WzfddJO1YcMGuyN1WlVVVdbcuXOtfv36Wd26dbMGDBhgLV261KqtrbU7Wqfxhz/84aq/GdOnT7csy7Lq6+utp556yoqNjbXcbrd1++23W0eOHGmXbNxnBwAAGI05OwAAwGiUHQAAYDTKDgAAMBplBwAAGI2yAwAAjEbZAQAARqPsAAAAo1F2AACA0Sg7ACDp7bfflsvl0meffWZ3FACtjDsoA4AuP5Twb3/7mzwej1wul91xALQiyg4AADAap7EAOEpFRYViY2OVnZ0d2Pb++++ra9euKiwsbPJ1ixYt0te//nV1795dAwYM0LJly3Tx4kVJkmVZGjdunO666y59/v/vPvvsM/Xr109Lly6VdOVprFOnTmnSpEnq2bOnwsLCdMstt+iNN95oo08NoC2F2B0AAL4oOjpav/zlLzV58mSlpaXppptu0kMPPaRZs2YpLS2tyddFRETo+eefV1xcnI4cOaJHH31UERERWrhwoVwulzZt2qTBgwfr2Wef1dy5czVz5kx5PB4tX778qu83e/Zs1dXVadeuXQoLC9OHH36o8PDwNvrUANoSZQeA40yYMEGPPvqopk2bphEjRqhbt27613/912u+5sknnwz8+8Ybb9T8+fO1detWLVy4UJL0ta99Tfn5+UpPT9enn36q3/3udzp48KC6dOly1fc7ffq07r33Xg0ePFiSNGDAgFb6dADaG3N2ADjShQsXlJycrNLSUh04cEC33nrrNY9/+eWXtW7dOh0/flzV1dW6dOmSIiMjVV5e3ui4qVOn6j/+4z+Ul5enmTNnBra//fbb+s53vqPKykr16NFDP//5z/Uv//Iv+ta3vqVx48bp3nvv/dIMAJyJOTsAHOnkyZM6c+aM6uvrderUqWseu3fvXj344IMaP368fv/73+vgwYNaunSp6urqGh13/vx5eb1eBQcH689//vM13/Of/umfdPLkSaWnp+vIkSMaPny41q9ff92fC0D7o+wAcJy6ujpNmzZNDzzwgH7yk59oxowZ+vTTT5s8/t1331X//v21dOlSDR8+XElJSVctSPPnz1dQUJC2b9+uZ599Vjt37rxmjvj4eM2cOVOvvvqq5s+fr40bN173ZwPQ/pizA8Bxli5dKp/Pp2effVbh4eHavn27ZsyYod///vdXPT4xMVGnT5/Wli1bNGLECL3++uvatm1bo2Nef/11/fKXv9R7772nYcOGafHixZo+fboOHz6snj17XvGemZmZGj9+vL7+9a+rsrJSO3fu1KBBg9rk8wJoW4zsAHCUt99+W+vWrVNBQYEiIyMVFBSkgoIC7d69W3l5eVd9zfe+9z3NmzdPc+bM0ZAhQ7Rnzx4tW7YssL+iokIzZszQ8uXLNWzYMEnSU089pbi4uEbzdr7I7/dr9uzZGjRokO666y594xvf0HPPPdf6HxhAm2OCMgAAMBojOwAAwGiUHQAAYDTKDgAAMBplBwAAGI2yAwAAjEbZAQAARqPsAAAAo1F2AACA0Sg7AADAaJQdAABgNMoOAAAw2v8DRDwK/PMWXVkAAAAASUVORK5CYII="
+    }
+   },
+   "cell_type": "markdown",
+   "id": "c55390df",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q2-1.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e9e4e482",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# plot 'x' and 'y'\n",
+    "\n",
+    "plot_scatter(..., ...)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "39c397aa",
+   "metadata": {},
+   "source": [
+    "Note that the labels on the **x axis** and the **y axis** are not very descriptive. We can add in our own labels using the `plot_scatter` function by passing two optional arguments to the parameters `x_label` and `y_label` respectively."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "459b46a6",
+   "metadata": {},
+   "source": [
+    "**Question 2.2:** Create a **scatter plot** having the numbers *(1, 2, 3, .... 10)* on the **x axis** and their **squares** on the **y axis**. Moreover, add the label `\"Numbers\"` on the **x axis** and the `\"Squares\"` on the **y axis**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ab839270",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# since you have already computed the lists 'x' and 'y' you do not have to redefine them\n",
+    "# just run the next cell to confirm that the lists are still correct\n",
+    "# do NOT create the plot just yet"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8a801a18",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q2-2\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b29ddb24",
+   "metadata": {},
+   "source": [
+    "Now, **plot** `x` and `y` as **scatter plot** with the **x-axis** labelled *Numbers*, and the **y-axis** labelled *Squares*. Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q2-2.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "30dff6f6",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q2-2.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "40100a24",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# we have already added in the label for the x axis\n",
+    "# complete the rest of the code and add the label for the y axis\n",
+    "\n",
+    "plot_scatter(..., ..., x_label=\"Numbers\", y_label=...)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "29474902",
+   "metadata": {},
+   "source": [
+    "### Task 1.2: Plotting planets with `scatter_plot`\n",
+    "\n",
+    "We will now create more interesting plots using the data in the variable `small_planets_list`. However, let us first get acquainted with the dataset."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "adf76b5e",
+   "metadata": {},
+   "source": [
+    "**Question 3:** What is the **number** of `Planet` objects in `small_planets_list` that were discovered in the time period *2000* to *2010* (both, inclusive)?\n",
+    "\n",
+    "**Hint:** You can find the year of discovery of each `Planet` using the `discovery_year` attribute of the `Planet` objects."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ad4e9e80",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'planet_count_2000_2010', then display it\n",
+    "\n",
+    "# TODO: initialize the variable 'planet_count_2000_2010'\n",
+    "# TODO: loop through the planets in 'small_planets_list'\n",
+    "    # TODO: update 'planet_count_2000_2010' if the 'discovery_year'\n",
+    "    #       of the planet is between 2000 and 2010 \n",
+    "        \n",
+    "# TODO: display 'planet_count_2000_2010'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b24c7664",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q3\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f9576672",
+   "metadata": {},
+   "source": [
+    "**Question 4:** What is the **percentage** of planets (in the range *0* to *100*) that have `insolation_flux` **greater** than *1000*?\n",
+    "\n",
+    "You **must** ignore the `Planet` objects with **missing** `insolation_flux` data."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c48e8b92",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'flux_1000_percentage', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0c81ba51",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q4\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1d0c1529",
+   "metadata": {},
+   "source": [
+    "**Question 5:** Create a **scatter plot** representing the `orbital_period` (on the **x-axis**) against the `semi_major_radius` (on the **y-axis**) of each `Planet` object in `small_planets_list`.\n",
+    "\n",
+    "You **must** ignore any `Planet` objects for which **either** the `orbital_period` or the `semi_major_radius` data is **missing**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "69886e57",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# we have computed the lists 'orbital_period' and 'semi_major_radii' for you\n",
+    "\n",
+    "orbital_periods = []\n",
+    "semi_major_radii = []\n",
+    "for planet in small_planets_list:\n",
+    "    orbital_period = planet.orbital_period\n",
+    "    semi_major_radius = planet.semi_major_radius\n",
+    "    if orbital_period == None or semi_major_radius == None:\n",
+    "        continue\n",
+    "    orbital_periods.append(orbital_period)\n",
+    "    semi_major_radii.append(semi_major_radius)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9390fd09",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q5\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "06ca4e28",
+   "metadata": {},
+   "source": [
+    "Now, we will **plot** `orbital_periods` and `semi_major_radii` as **scatter plot** with the **x-axis** labelled *Orbital Period*, and the **y-axis** labelled *Semi Major Radius*."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7bc2d98a",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# we have done this for you\n",
+    "\n",
+    "plot_scatter(orbital_periods, semi_major_radii, 'Orbital Period','Semi Major Radius')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6110189d",
+   "metadata": {},
+   "source": [
+    "Note that almost all the points in the plot are clustered near the **y axis**. This is because there are a few outliers with **extremely high** `orbital_period`. To get a better idea of what the data looks like, it would be useful to create a **scatter plot** without the **outliers**."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d5b955d9",
+   "metadata": {},
+   "source": [
+    "**Question 6:** Create the same **scatter plot** as above, but **exclude** planets with `orbital_period` **more than** *1000*.\n",
+    "\n",
+    "You **must** ignore any `Planet` objects for which **either** the `orbital_period` or the `semi_major_radius` data is **missing**. You **must** also ignore any `Planet` object with `orbital_period` **greater than** *1000*."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fad68df6",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the lists 'orbital_periods_no_outliers' and 'semi_major_radii_no_outliers', \n",
+    "# but do NOT display them\n",
+    "# do NOT create the plot just yet\n",
+    "\n",
+    "# replace the ... with your own code\n",
+    "\n",
+    "orbital_periods_no_outliers = []\n",
+    "semi_major_radii_no_outliers = []\n",
+    "# TODO: loop through each planet in small_planets_list\n",
+    "# TODO: skip the planets with missing 'orbital_period' or 'semi_major_radius' data\n",
+    "# TODO: skip the planets with 'orbital_period' greater than 1000\n",
+    "# TODO: add 'orbital_period' and 'semi_major_radius' data to the appropriate lists"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bdfc506d",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q6\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bbf4f119",
+   "metadata": {},
+   "source": [
+    "Now, **plot** `orbital_periods_no_outliers` and `semi_major_radii_no_outliers` as **scatter plot** with the **x-axis** labelled *Orbital Period*, and the **y-axis** labelled *Semi Major Radius*. Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q6.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "3c822f67",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q6.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1a65ecba",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# plot 'orbital_periods_no_outliers' and 'semi_major_radii_no_outliers'\n",
+    "\n",
+    "plot_scatter(..., ..., ..., ...)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "64b39f3b",
+   "metadata": {},
+   "source": [
+    "**Question 7.1:** Create a **scatter plot** representing the `planet_mass` (on the **x-axis**) against the `planet_radius` (on the **y-axis**) of each `Planet` object in `small_planets_list` whose `discovery_method` is *Transit*.\n",
+    "\n",
+    "You **must** ignore any `Planet` objects for which **either** the `planet_mass`, `planet_radius` or `discovery_method` data is **missing**. You **must** also ignore any `Planet` objects whose `discovery_method` is **not** *Transit*."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9eb8fb2b",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the lists 'transit_planet_masses', and 'transit_planet_radii'\n",
+    "# do NOT create the plot just yet\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1c885159",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q7-1\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6d106deb",
+   "metadata": {},
+   "source": [
+    "Now, **plot** `transit_planet_masses` and `transit_planet_radii` as **scatter plot** with the **x-axis** labelled *Planet Mass*, and the **y-axis** labelled *Planet Radius*. Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q7-1.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "ca63159a",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q7-1.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "270c0006",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# plot 'transit_planet_masses' and 'transit_planet_radii'\n",
+    "\n",
+    "plot_scatter(..., ..., ..., ...)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f36ca470",
+   "metadata": {},
+   "source": [
+    "**Question 7.2:** Create the same **scatter plot** as above, but **exclude** planets with `planet_mass` **more than** *250*.\n",
+    "\n",
+    "You **must** ignore any `Planet` objects for which **either** the `planet_mass`, `planet_radius` or `discovery_method` data is **missing**. You **must** also ignore any `Planet` objects whose `discovery_method` is **not** *Transit* or have a `planet_mass` greater than *250*."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6a90d091",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the lists 'transit_planet_masses_no_outliers', and 'transit_planet_radii_no_outliers'\n",
+    "# do NOT create the plot just yet\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9a40d838",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q7-2\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ef1841c6",
+   "metadata": {},
+   "source": [
+    "Now, **plot** `transit_planet_masses` and `transit_planet_radii` as **scatter plot** with the **x-axis** labelled *Planet Mass*, and the **y-axis** labelled *Planet Radius*. Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q7-2.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "f6f75122",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q7-2.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9974ab4a",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# plot 'transit_planet_masses' and 'transit_planet_radii'\n",
+    "\n",
+    "plot_scatter(..., ..., ..., ...)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d0dcb803",
+   "metadata": {},
+   "source": [
+    "### Task 1.3: Changing the color and the size of points with `plot_scatter`\n",
+    "\n",
+    "So far, we have not used two of the **optional arguments** of the `plot_scatter` function: `c` and `s`. The parameter `c` can be used to change the **color** to the points on the **scatter plot**, while `s` can be used to change the **sizes** of the points on the **scatter plot**. These arguments can help in visualizing the data better, as in the examples below."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d4a7c26c",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# run this cell\n",
+    "\n",
+    "x = [10, 20, 30, 40]\n",
+    "y = [10, 20, 30, 40]\n",
+    "c = [10, 20, 30, 40]\n",
+    "\n",
+    "plot_scatter(x, y, c=c)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fd1f7bdd",
+   "metadata": {},
+   "source": [
+    "#### Understanding the `c` argument:\n",
+    "\n",
+    "In the example above, the argument passed to the `c` parameter was a **list** of numbers. The `plot_scatter` function used the values in this **list** to color each point in the plot. For example, the element at index *0* of `x` is *10*, the element at index *0* of `y` is *10*, and the element at index *0* of `c` is *10*. Therefore, the point at the position *(10, 10)* is colored using the number *10*. Similarly, the point at position *(20, 20)* is colored using the number *20*.\n",
+    "\n",
+    "A **high** color value means that the color will be **lighter** while a **low** color value means that the color will be **darker**."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bf32e396",
+   "metadata": {},
+   "source": [
+    "#### Understanding the `s` argument:\n",
+    "\n",
+    "In comparison to the `c` argument, the `s` argument is relatively simpler to understand. Run the cell below, and try to figure out what happened."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6feff567",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# run this cell\n",
+    "\n",
+    "x = [10, 20, 30, 40]\n",
+    "y = [10, 20, 30, 40]\n",
+    "s = [10, 20, 30, 40]\n",
+    "\n",
+    "plot_scatter(x, y, s=s)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5c49cbbe",
+   "metadata": {},
+   "source": [
+    "**Question 8**: Create a **scatter plot** representing the `planet_mass` (on the **x-axis**) against the `planet_radius` (on the **y-axis**) of each `Planet` object in `small_planets_list` whose `discovery_method` is *Radial Velocity*. Additionally, **color** the points on the **scatter plot** depending on the `discovery_year`.\n",
+    "\n",
+    "You **must** ignore all `Planet` objects with **missing** `planet_mass`, `planet_radius`, or `discovery_year` data."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "77dc3128",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# we have computed the lists 'orbital_period' and 'semi_major_radii' for you\n",
+    "\n",
+    "rad_vel_planet_masses = []\n",
+    "rad_vel_planet_radii = []\n",
+    "rad_vel_discovery_years = []\n",
+    "for planet in small_planets_list:\n",
+    "    mass = planet.planet_mass\n",
+    "    radius = planet.planet_radius\n",
+    "    year = planet.discovery_year\n",
+    "    if mass == None or radius == None or year == None:\n",
+    "        continue\n",
+    "    if planet.discovery_method == 'Radial Velocity':\n",
+    "        rad_vel_planet_masses.append(mass)\n",
+    "        rad_vel_planet_radii.append(radius)\n",
+    "        rad_vel_discovery_years.append(year)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2e125c31",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q8\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9d4c7255",
+   "metadata": {},
+   "source": [
+    "Now, we will **plot** `rad_vel_planet_masses` and `rad_vel_planet_radii` as **scatter plot** with the **x-axis** labelled *Planet Mass*, and the **y-axis** labelled *Planet Radius*, and **colored** using `rad_vel_discovery_years`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cbfdc4af",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# we have done this for you\n",
+    "\n",
+    "plot_scatter(rad_vel_planet_masses, rad_vel_planet_radii, 'Planet Mass','Planet Radius', c=rad_vel_discovery_years)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ed5590b2",
+   "metadata": {},
+   "source": [
+    "**Food for thought:** What do you think this plot signifies? Recall that a **lighter** color implies a **larger** value in the list `rad_vel_discovery_years`. Where are the lighter colors present in this plot? Can you guess why the colors are spread out the way they are?"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1440265f",
+   "metadata": {},
+   "source": [
+    "**Question 9:** Excluding planets with `orbital_period` **more than** *1000*, create a **scatter plot** representing the `orbital_period` (on the **x-axis**) against the `semi_major_radius` (on the **y-axis**) of each `Planet` object in `small_planets_list`. Additionally, **color** the points on the **scatter plot** depending on the `discovery_year`.\n",
+    "\n",
+    "You **must** ignore any `Planet` objects for which **either** the `orbital_period`, `semi_major_radius` or `discovery_year` data is **missing**. You **must** also ignore any `Planet` objects whose `orbital_period` is greater than *1000*. You **must** use the `discovery_year` to **color** the points in the **scatter plot**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f525b180",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the lists 'orbital_periods', 'semi_major_radii', and 'discovery_years'\n",
+    "# do NOT create the plot just yet\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3677d2a2",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q9\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "46ca09ad",
+   "metadata": {},
+   "source": [
+    "Now, **plot** `orbital_periods` and `semi_major_radii` as **scatter plot** with the **x-axis** labelled *Orbital Period*, and the **y-axis** labelled *Semi Major Radius*, and **colored** using `discovery_years`. Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q9.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "5937cf27",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q9.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5edafc50",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# plot 'orbital_periods' and 'semi_major_radii' with 'discovery_years' as colors\n",
+    "\n",
+    "plot_scatter(..., ..., x_label=..., y_label=..., c=...)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fbb806d3",
+   "metadata": {},
+   "source": [
+    "**Question 10:** Create the same plot as above, but additionally change the **size** of the points depending on the `planet_mass`.\n",
+    "\n",
+    "You **must** ignore any `Planet` objects for which **either** the `orbital_period`, `semi_major_radius`, `discovery_year` or `planet_mass` data is **missing**. You **must** also ignore any `Planet` objects whose `orbital_period` is greater than *1000*. You **must** use the `discovery_year` to **color** the points in the **scatter plot** and you **must** use the `planet_mass` to change the **size** of the points."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b879185d",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the lists 'orbital_periods', 'semi_major_radii', 'discovery_years', and 'planet_masses'\n",
+    "# do NOT create the plot just yet\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "36630fae",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q10\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5b24a9bc",
+   "metadata": {},
+   "source": [
+    "Now, **plot** `orbital_periods` and `semi_major_radii` as **scatter plot** with the **x-axis** labelled *Orbital Period*, and the **y-axis** labelled *Semi Major Radius*, **colored** using `discovery_years`, and **sized** using `planet_masses`. Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q10.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "fbb79824",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q10.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "dcd958f2",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# plot 'orbital_periods' and 'semi_major_radii' with 'discovery_years' as colors and 'planet_masses' as sizes\n",
+    "\n",
+    "plot_scatter(..., ..., x_label=..., y_label=..., c=..., s=...)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bb834775",
+   "metadata": {},
+   "source": [
+    "### Task 1.4: Plotting multiple scatter plots with `plot_scatter_multiple`"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7c683076",
+   "metadata": {},
+   "source": [
+    "### Function 2: `plot_scatter_multiple(x_data_dict, y_data_dict, x_label, y_label)`\n",
+    "\n",
+    "So far, we have used `plot_scatter` to create **scatter plots** using two **lists**, and we have seen how to use the `c` argument to color the **scatter plots** based on another **list** containing *numeric* data. It would be good if we could also **color** the points using *non-numeric* data. For example, we might want to create a **scatter plot** of the `planet_mass` against the `planet_radius`, and **color** the points differently depending on the `discovery_method`. However, since the `discovery_method` is **non-numeric**, the `plot_scatter` function will not be of help (you can try!)\n",
+    "\n",
+    "You have been provided with another function `plot_scatter_multiple` which can create **multiple** scatter plots on the same plot."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bb21edcb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def plot_scatter_multiple(x_data_dict, y_data_dict, x_label='x axis', y_label='y axis'):\n",
+    "    legend_values = list(x_data_dict.keys())\n",
+    "    for key in x_data_dict:\n",
+    "        plt.scatter(x_data_dict[key], y_data_dict[key], s=7)\n",
+    "    plt.xlabel(x_label)\n",
+    "    plt.ylabel(y_label)\n",
+    "    plt.legend(legend_values)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "92725b6e",
+   "metadata": {},
+   "source": [
+    "Here is a quick example to see how this function works:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b80c4229",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# run this cell\n",
+    "\n",
+    "x_dict = {'A': [1, 2, 3, 4], 'B': [5, 6, 7, 8]}\n",
+    "y_dict = {'A': [1, 2, 3, 4], 'B': [5, 6, 7, 8]}\n",
+    "plot_scatter_multiple(x_dict, y_dict)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4e1d5299",
+   "metadata": {},
+   "source": [
+    "As you can see, in order to create the **scatter plot**, we had to create **two** dictionaries `x_dict` and `y_dict`. Both **dictionaries** contain the same **keys** (which correspond to the **different colors** on the plot). Corresponding to each **key**, the value in the **dictionary** `x_dict` contains the data in the **x axis** and the value in the **dictionary** `y_dict` contains the data in the **y axis**. For example, the element at index *0* of `x_dict['A']` is *1*, and the element at index *0* of `y_dict['A']` is *1*. Therefore, a point is added to the **scatter plot** at the position *(1, 1)* in the **color** corresponding to the **key** `A`. On the other hand, the element at index *0* of `x_dict['B']` is *5*, and the element at index *0* of `y_dict['B']` is *5*. Therefore, a point is added to the **scatter plot** at the position *(5, 5)* in the **color** corresponding to the **key** `B`."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6372f0ab",
+   "metadata": {},
+   "source": [
+    "**Question 11:** Excluding planets with `planet_mass` **more than** *250*, create a **scatter plot** representing the `planet_mass` (on the **x-axis**) against the `planet_radius` (on the **y-axis**) of each `Planet` object of **each** `discovery_method`.\n",
+    "\n",
+    "You **must** ignore any `Planet` objects for which **either** the `planet_mass`, `planet_radius` or `discovery_method` data is **missing**. You **must** also ignore any `Planet` objects whose `planet_mass` is more than *250*. You **must** color the points depending on the `discovery_method`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6e8e89bc",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# we have computed the dictionaries 'planet_masses' and 'planet_radii' for you\n",
+    "\n",
+    "planet_masses = {}\n",
+    "planet_radii = {}\n",
+    "for planet in small_planets_list:\n",
+    "    method = planet.discovery_method\n",
+    "    mass = planet.planet_mass\n",
+    "    radius = planet.planet_radius\n",
+    "    if method == None or mass == None or radius == None:\n",
+    "        continue\n",
+    "    if mass > 250:\n",
+    "        continue\n",
+    "    if method not in planet_masses:\n",
+    "        planet_masses[method] = []\n",
+    "        planet_radii[method] = []\n",
+    "    planet_masses[method].append(mass)\n",
+    "    planet_radii[method].append(radius)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "faba42eb",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q11\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "50c34171",
+   "metadata": {},
+   "source": [
+    "Now, **plot** `planet_masses` and `planet_radii` as **scatter plot** with the **x-axis** labelled *Planet Mass*, and the **y-axis** labelled *Planet Radius*. Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q11.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "d5f51ddb",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q11.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cd6b88d4",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# we have done this for you\n",
+    "\n",
+    "plot_scatter_multiple(planet_masses, planet_radii, 'Planet Mass','Planet Radius')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ac8f63d4",
+   "metadata": {},
+   "source": [
+    "**Question 12:** Excluding planets with `planet_mass` **more than** *250*, create a **scatter plot** representing the `planet_mass` (on the **x-axis**) against the `planet_radius` (on the **y-axis**) of each `Planet` object discovered in **each decade**.\n",
+    "\n",
+    "You **must** ignore any `Planet` objects for which **either** the `planet_mass`, `planet_radius` or `discovery_year` data is **missing**. You **must** also ignore any `Planet` object which has `planet_mass` more than *250*. You **must** color the points depending on the **decade** of the `discovery_year`.\n",
+    "\n",
+    "**Hint:** You can use the `year_to_decade` function defined in the next cell to determine the **decade** that a given year belongs to."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "42c45a1c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# we have defined this function for you\n",
+    "\n",
+    "def year_to_decade(year):\n",
+    "    if year % 10 == 0:\n",
+    "        decade = str(year - 9) + ' to ' + str(year)\n",
+    "    else:\n",
+    "        decade_start = year - (year % 10) + 1\n",
+    "        decade = str(decade_start) + ' to ' + str(decade_start + 9)\n",
+    "    return decade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bb6394a8",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the dictionaries 'planet_masses', and 'planet_radii'\n",
+    "# do NOT create the plot just yet\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f7e39384",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q12\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c8a460a7",
+   "metadata": {},
+   "source": [
+    "Now, **plot** `planet_masses` and `planet_radii` as **scatter plot** with the **x-axis** labelled *Planet Mass*, and the **y-axis** labelled *Planet Radius*. Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q12.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "c7d3c080",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q12.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d5f2c82a",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# plot 'planet_masses' and 'planet_radii'\n",
+    "\n",
+    "plot_scatter_multiple(..., ..., x_label = ..., y_label = ...)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "230003c6",
+   "metadata": {},
+   "source": [
+    "## Segment 2: Recursion\n",
+    "\n",
+    "In addition to **scatter plots**, you will also have to write some **recursive** functions in P11. You can now practice creating some **recursive** functions here."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6ad5ae57",
+   "metadata": {},
+   "source": [
+    "### Task 2.1: Flattening a Nested List\n",
+    "\n",
+    "A **nested list** is a **list** which contains **lists** as its elements, and these **lists** can themselves contain other **lists** (and so on). **Flattening** a **nested list** involves extracting all the elements in a **nested list**. For example, if a **nested list** is as follows:\n",
+    "\n",
+    "```python\n",
+    "[[1, 2], 3, [4, [5, 6], [[7], 8, [9, 10]]]]\n",
+    "```\n",
+    "\n",
+    "then the **flattened** version of this list would be:\n",
+    "\n",
+    "```python\n",
+    "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c4ae0c54",
+   "metadata": {},
+   "source": [
+    "### Function 3: `flatten(some_list)`\n",
+    "\n",
+    "We are now going to write a **recursive** function to **flatten** a **nested list** and print out all the elements in list.\n",
+    "\n",
+    "Let's first consider a **simple case**: when there are no **nested lists** inside the input **list** (i.e., there could be **lists** inside the input **list** but these **lists** have no additional **lists** inside them)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1e20a407",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# we have done this for you\n",
+    "\n",
+    "def flatten(some_list):\n",
+    "    # initialize an empty list into a variable called 'flattened_list'   \n",
+    "    flattened_list = []\n",
+    "    # iterate over every item inside some_list\n",
+    "    for item in some_list:\n",
+    "        # if item is a list, extend new list by item\n",
+    "        if type(item) == list:\n",
+    "            flattened_list.extend(item)\n",
+    "        # otherwise, append item to the new list\n",
+    "        else:\n",
+    "            flattened_list.append(item)\n",
+    "    return flattened_list"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "51d97d8c",
+   "metadata": {},
+   "source": [
+    "**Question 13:** What is the output of `flatten(['rabbit', ['cat'], ['lion', 'chimpanzee']])`?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6fa91e65",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# we have done this one for you\n",
+    "\n",
+    "animals = flatten(['rabbit', ['cat'], ['lion', 'chimpanzee']])\n",
+    "\n",
+    "animals"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1f30d545",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q13\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d050594c",
+   "metadata": {},
+   "source": [
+    "The function `flatten` works when the input is a **list** which does not have any **nested lists** inside it. While this is a good start, we are not finished yet, as this next example shows:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "eb7db485",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# run this cell\n",
+    "\n",
+    "nested_animals = [\"turtle\", [\"skunk\", [\"raccoon\"], \"crocodile\"]]\n",
+    "\n",
+    "print(\"flatten does this: \", flatten(nested_animals))\n",
+    "print(\"flatten should do this: \", ['turtle', 'skunk', 'raccoon', 'crocodile'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3ce98728",
+   "metadata": {},
+   "source": [
+    "Go back and **update** the function so that it works even if the **lists** in the input `some_list` have additional **nested lists** inside them.\n",
+    "\n",
+    "Here is some hints for how your function **must** look:\n",
+    "\n",
+    "```python\n",
+    "def flatten(some_list):\n",
+    "    # TODO: initialize an empty list into a variable called 'flattened_list'\n",
+    "    # TODO: iterate over every 'item' inside 'some_list'\n",
+    "        # TODO: check if type of 'item' is list\n",
+    "            # TODO: call 'flatten' function on 'item'\n",
+    "            # TODO: add the elements of the returned list to 'flattened_list'\n",
+    "        # TODO: if item is not a list, just add to 'flattened_list'\n",
+    "    # TODO: return 'flattened_list'\n",
+    "```\n",
+    "\n",
+    "**Hint:** Now would be a good time for you to review `append` vs `extend` list methods. Run the following cell to see what these list methods do:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8953f892",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# run this cell\n",
+    "\n",
+    "list1 = [1, 2, 3, 4]\n",
+    "list1.append([4, 5, 6])\n",
+    "print(\"'append' does this:\", list1)\n",
+    "\n",
+    "list2 = [1, 2, 3, 4]\n",
+    "list2.extend([4, 5, 6])\n",
+    "print(\"'extend' does this:\", list2)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "eeb2a65c",
+   "metadata": {},
+   "source": [
+    "**Warning:** `flatten` is quite a complicated function, so do **not** try to implement it in one sitting. Practice incremental coding here. First, try to **print** the outcome the recursive call to `flatten(item)` before you figure out how to add it to your list `flattened_list`."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6f15c611",
+   "metadata": {},
+   "source": [
+    "**Question 14:** What is the output of the `flatten` function when run against the below **nested list** `nested_names`?\n",
+    "\n",
+    "```python\n",
+    "nested_names = [\"Adam\", [\"Bob\", [\"Chet\"]], \"Bea\", [\"Treasure\", \"Andy\", [\"Ann\"]]]\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fd0e4c57",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'flattened_names', then display it\n",
+    "\n",
+    "nested_names = [\"Adam\", [\"Bob\", [\"Chet\"]], \"Bea\", [\"Treasure\", \"Andy\", [\"Ann\"]]]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f2831123",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q14\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "cf53db95",
+   "metadata": {},
+   "source": [
+    "**Question 15:** What is the output of the `flatten` function when run against the below **nested list** `more_nested_names`?\n",
+    "\n",
+    "```python\n",
+    "more_nested_names = [\"Adam\", [\"Bob\", [\"Chet\", \"Cat\"], \"Barb\", \"Bert\"], \"Alex\", [\"Bea\", [\"Gold\", \\\n",
+    "                     [\"Andy\"]], \"Ann\"]]\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b42bd97a",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'more_flattened_names', then display it\n",
+    "\n",
+    "more_nested_names = [\"Adam\", [\"Bob\", [\"Chet\", \"Cat\"], \"Barb\", \"Bert\"], \"Alex\", [\"Bea\", [\"Gold\", \\\n",
+    "                     [\"Andy\"]], \"Ann\"]]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "089379fb",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q15\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0f6740cd",
+   "metadata": {},
+   "source": [
+    "### Task 2.2: Explore a directory recursively\n",
+    "\n",
+    "In Task 2.1, we practiced how to **recursively** collect elements in a **nested list**. In Task 2.2, we are going to **recursively** collect all the **paths** of files in a **given directory**. After collecting them, your function `get_all_paths_in` will return a **sorted list of paths** to files inside this directory. We will practice our function on the `sample_data` directory inside the `sample_data.zip`."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "53843029",
+   "metadata": {},
+   "source": [
+    "**Question 16:** What are the **files** and **sub-directories** that are inside the `sample_data` directory?\n",
+    "\n",
+    "Your output **must** be a **list** containing the **names** of the **files** and **sub-directories**. You **must** ignore all files and sub-directories whose names begin `\".\"`. You **must** **explicitly** sort the **list** in **ascending order**.\n",
+    "\n",
+    "**Hint:** Use `os.listdir` to get the **files** and **sub-directories** in a **directory**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "01d13bf9",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# we have done this one for you\n",
+    "\n",
+    "directory = \"sample_data\"\n",
+    "sample_data_contents = sorted([content for content in os.listdir(directory) if not content.startswith(\".\")])\n",
+    "\n",
+    "sample_data_contents"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "313ae0d4",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q16\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "529a34fa",
+   "metadata": {},
+   "source": [
+    "**Question 17:** How **many** **files** (i.e., **not** **sub-directories**) are in the `sample_data` directory?\n",
+    "\n",
+    "Your output **must** be an **int**. You **must** ignore all files whose names begin `\".\"`.\n",
+    "\n",
+    "**Hints:**\n",
+    "\n",
+    "1. Use the `os.path.isfile` function to recognize **files** from **directories**.\n",
+    "2. You **must** pass the **relative path** of the **file** to determine if it is a file. For example, if you want to determine if the file `file_1.json` inside the directory `sample_data` is a **file**, you must use\n",
+    "\n",
+    "```python\n",
+    "os.path.isfile(os.path.join(\"sample_data\", \"file_1.json\"))\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d71ef362",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'num_sample_data_files', then display it\n",
+    "\n",
+    "directory = \"sample_data\"\n",
+    "# TODO: find the number of files in 'directory'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9d35a1ed",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q17\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1107130d",
+   "metadata": {},
+   "source": [
+    "**Question 18:** What are the **relative paths** of the **sub-directories** (i.e., **not files**) that are inside the `sample_data` directory?\n",
+    "\n",
+    "Your output **must** be a **list** containing the **relative paths** of the **sub-directories**. You **must** ignore all sub-directories whose names begin `\".\"`. You **must** **explicitly** sort the **list** in **ascending order**.\n",
+    "\n",
+    "**Hint:** Use the `os.path.isdir` function to recognize **files** from **directories**.\n",
+    "\n",
+    "**Warning:** Use `os.path.join` to get the **relative paths** of the **sub-directories**. Remember you **must not** hardcode `'\\\\'` or `'/'` in your paths."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d4322562",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'sample_data_directories', then display it\n",
+    "\n",
+    "directory = \"sample_data\"\n",
+    "# TODO: list the sub-directories in 'directory'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6c03595c",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q18\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9b0c86d8",
+   "metadata": {},
+   "source": [
+    "We are now ready to define our recursive function."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4311d7b1",
+   "metadata": {},
+   "source": [
+    "### Function 4:  `get_all_paths_in(directory)`\n",
+    "\n",
+    "You **must** write this function that takes in the **relative path** of a `directory` as its input, and returns a **list** of **relative paths** of all the **files** inside `directory` and its subdirectories.\n",
+    "\n",
+    "You **must** **ignore** all files that start with `\".\"`, and your output **must** be **explicitly** sorted in **alphabetical** order.\n",
+    "\n",
+    "In other words, if a directory `small_data` looks like this:\n",
+    "```\n",
+    "+-- sample_data\n",
+    "|   +-- .DS_Store\n",
+    "|   +-- file_1.json\n",
+    "|   +-- sample_1\n",
+    "|   |   +-- .ipynb_checkpoints\n",
+    "|   |   +-- file_2.json\n",
+    "|   |   +-- file_3.json\n",
+    "|   +-- sample_2\n",
+    "|   |   +-- file_4.json\n",
+    "|   |   +-- sample_3\n",
+    "|   |   |   +-- .DS_Store\n",
+    "|   |   |   +-- file_5.json\n",
+    "```\n",
+    "\n",
+    "then the output of the function call `get_all_paths_in(\"sample_data\")` (depending on whether the code is run on a Windows computer or a Mac) **must** either be the **list**\n",
+    "```python\n",
+    "['sample_data\\\\file_1.json',\n",
+    " 'sample_data\\\\sample_1\\\\file_2.json',\n",
+    " 'sample_data\\\\sample_1\\\\file_3.json',\n",
+    " 'sample_data\\\\sample_2\\\\file_4.json',\n",
+    " 'sample_data\\\\sample_2\\\\sample_3\\\\file_5.json']\n",
+    "```\n",
+    "\n",
+    "or the **list**\n",
+    "```python\n",
+    "['sample_data/file_1.json',\n",
+    " 'sample_data/sample_1/file_2.json',\n",
+    " 'sample_data/sample_1/file_3.json',\n",
+    " 'sample_data/sample_2/file_4.json',\n",
+    " 'sample_data/sample_2/sample_3/file_5.json']\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4f8581d3",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# define the 'get_all_paths_in' function here\n",
+    "\n",
+    "def get_all_paths_in(directory):\n",
+    "    pass # replace with your code\n",
+    "    # TODO: initialize an empty list\n",
+    "    # TODO: loop through all files and directories in 'directory' that do not start with \".\"\n",
+    "        # TODO: check if it is a directory\n",
+    "            # TODO: call 'get_all_paths_in' and add returned paths to your list\n",
+    "        # TODO: if it is a file, directly add to your list\n",
+    "    # TODO: sort the list of paths and then return the list"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "48353dce",
+   "metadata": {},
+   "source": [
+    "**Question 19:** How **many** files are there in total, in the `sample_2` directory of the `sample_data` directory?\n",
+    "\n",
+    "You **must** use the `get_all_paths_in` function to answer this question."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "dbd253f6",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# we have done this one for you\n",
+    "\n",
+    "num_files_sample_2 = len(get_all_paths_in(os.path.join(\"sample_data\", \"sample_2\")))\n",
+    "\n",
+    "num_files_sample_2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "43964ee0",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q19\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "56ae8420",
+   "metadata": {},
+   "source": [
+    "**Question 20:** What are the **relative paths** of all the **files** that are inside the `sample_data` directory?\n",
+    "\n",
+    "Your output **must** be a **list** containing the **relative paths** of **files**. You **must** use the `get_all_paths_in` function to answer this question."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5ccc45c3",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'sample_data_all_files', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4b38dcb9",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q20\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d45438a0",
+   "metadata": {},
+   "source": [
+    "## Great work! You are now ready to start P11!"
+   ]
+  }
+ ],
+ "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": "3.9.13"
+  },
+  "otter": {
+   "OK_FORMAT": true,
+   "tests": {
+    "q1-1": {
+     "name": "q1-1",
+     "points": 2,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q1-1\", {'x': x, 'y': y})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q1-2": {
+     "name": "q1-2",
+     "points": 3,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q1-2\", {'x': x, 'y': y})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q10": {
+     "name": "q10",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q10\", {'orbital_periods': orbital_periods, 'semi_major_radii': semi_major_radii, 'discovery_years': discovery_years, 'planet_masses': planet_masses})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q11": {
+     "name": "q11",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q11\", {'planet_masses': planet_masses, 'planet_radii': planet_radii})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q12": {
+     "name": "q12",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q12\", {'planet_masses': planet_masses, 'planet_radii': planet_radii})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q13": {
+     "name": "q13",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q13\", animals)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q14": {
+     "name": "q14",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q14\", flattened_names)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q15": {
+     "name": "q15",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q15\", more_flattened_names)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q16": {
+     "name": "q16",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q16\", sample_data_contents)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q17": {
+     "name": "q17",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q17\", num_sample_data_files)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q18": {
+     "name": "q18",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q18\", sample_data_directories)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q19": {
+     "name": "q19",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q19\", num_files_sample_2)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q2-1": {
+     "name": "q2-1",
+     "points": 3,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q2-1\", {'x': x, 'y': y})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q2-2": {
+     "name": "q2-2",
+     "points": 2,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q2-2\", {'x': x, 'y': y})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q20": {
+     "name": "q20",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q20\", sample_data_all_files)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q3": {
+     "name": "q3",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q3\", planet_count_2000_2010)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q4": {
+     "name": "q4",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q4\", flux_1000_percentage)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q5": {
+     "name": "q5",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q5\", {'orbital_periods': orbital_periods, 'semi_major_radii': semi_major_radii})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q6": {
+     "name": "q6",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q6\", {'orbital_periods_no_outliers': orbital_periods_no_outliers, 'semi_major_radii_no_outliers': semi_major_radii_no_outliers})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q7-1": {
+     "name": "q7-1",
+     "points": 3,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q7-1\", {'transit_planet_masses': transit_planet_masses, 'transit_planet_radii': transit_planet_radii})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q7-2": {
+     "name": "q7-2",
+     "points": 2,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q7-2\", {'transit_planet_masses_no_outliers': transit_planet_masses_no_outliers, 'transit_planet_radii_no_outliers': transit_planet_radii_no_outliers})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q8": {
+     "name": "q8",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q8\", {'rad_vel_planet_masses': rad_vel_planet_masses, 'rad_vel_planet_radii': rad_vel_planet_radii, 'rad_vel_discovery_years': rad_vel_discovery_years})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q9": {
+     "name": "q9",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> practice_test.check(\"q9\", {'orbital_periods': orbital_periods, 'semi_major_radii': semi_major_radii, 'discovery_years': discovery_years})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    }
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/lab-p11/practice_plots.json b/lab-p11/practice_plots.json
new file mode 100644
index 0000000..afb3e0a
--- /dev/null
+++ b/lab-p11/practice_plots.json
@@ -0,0 +1,21 @@
+{"1-1": {"x": [1, 2, 3, 4], "y": [1, 2, 3, 4]},
+ "1-2": {"x": [1, 2, 3, 4], "y": [4, 1, 2, 3]},
+ "2-1": {"x": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10], "y": [1, 4, 9, 16, 25, 36, 49, 64, 81, 100]},
+ "2-2": {"x": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10], "y": [1, 4, 9, 16, 25, 36, 49, 64, 81, 100]},
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16.141, 1.258, 6.956, 11.657, 1.31, 11.299, 2.61, 1.3, 2.04, 2.19, 11.4, 3.51, 3.03, 11.153, 2.194, 1.62, 1.74, 8.608, 2.94, 1.68, 10.368, 1.8, 1.25, 2.75, 10.929, 7.163, 14.46, 12.072, 19.728, 2.77, 2.65, 17.262, 15.278, 12.845, 16.432, 11.4, 8.295, 11.321, 12.0, 6.0, 14.28, 12.274, 13.047, 13.305, 16.813, 2.82, 10.536, 5.351, 5.22, 9.303, 5.82, 2.03, 3.76, 5.25, 1.27, 12.5, 13.877, 1.08, 14.2, 3.24, 1.2, 2.094, 1.2, 2.3, 1.39, 1.76, 1.03, 1.1, 1.98, 1.09, 2.26, 2.63, 8.4, 5.4, 4.7, 2.888, 2.59, 2.05, 3.23, 6.0, 3.2, 1.31, 3.35, 3.13, 3.93, 6.81, 3.41, 5.83, 2.65, 4.31, 6.17, 3.23, 2.85, 2.54, 2.62, 9.35, 6.89, 1.24, 1.533, 2.45, 4.49, 2.99, 2.9, 2.79, 2.39, 1.7, 1.35, 3.228, 3.76, 4.8, 2.74, 3.12, 1.79, 1.54, 1.593, 2.213, 2.184, 2.04, 2.597, 3.395, 1.579, 3.124, 2.274, 5.098, 1.283, 1.36, 0.76, 1.233, 1.219, 1.929, 0.997, 9.86, 10.6, 1.19, 1.21, 4.3, 14.1, 1.416, 1.747, 3.293, 3.361, 1.68, 1.027, 1.844, 2.155, 1.652, 1.942, 14.0, 1.901, 0.977, 2.05, 1.671, 2.322, 0.87, 1.155, 5.221, 1.219, 1.681, 4.21, 1.227, 1.117, 2.76, 2.296, 2.781, 3.858, 0.696, 0.982, 1.32, 1.367, 1.147, 2.265, 3.1, 2.587, 2.651, 4.14, 5.59, 5.24, 11.0, 1.397, 3.46, 1.28, 2.064, 2.06, 11.063, 5.44, 13.4, 8.676, 10.133, 1.72, 2.74, 2.266, 2.415, 1.704, 2.587, 2.765, 1.85, 4.31, 1.4, 2.6, 10.8, 4.73, 4.33, 12.1, 11.8, 14.3, 2.199, 4.23, 3.25, 9.32, 1.83, 2.39, 1.83, 1.88, 2.56, 2.89, 2.93, 1.69, 3.61, 1.37, 1.332, 1.361, 1.948, 1.075, 2.0, 1.689, 2.58, 1.488, 0.792, 0.645, 9.658, 2.628, 3.332, 3.279, 2.661, 2.706, 5.937, 0.806, 1.067, 1.501, 2.985, 2.775, 2.795, 2.653, 2.41, 2.76, 3.12, 1.39, 2.12, 2.52, 2.518, 3.497, 3.232, 1.28, 1.49, 3.29, 2.049, 2.701, 2.474, 3.72, 2.017, 3.23, 13.0, 3.74, 0.75, 0.818, 1.137, 3.09, 3.013, 1.076, 1.191, 1.392, 1.345, 2.222, 1.13, 0.797, 2.039, 1.56, 1.9, 2.879, 4.627, 2.639, 3.88, 2.53, 3.01, 2.51, 3.51, 3.78, 1.152, 1.669, 2.572, 2.207, 2.287, 2.87, 1.166, 2.09, 6.35, 3.99, 0.953], "2001 to 2010": [13.34, 15.558, 6.39, 2.742, 2.83, 4.17, 12.5, 3.33, 14.0, 14.785, 10.749, 11.153, 12.689, 14.572, 12.722, 7.062, 10.536, 14.28, 15.614, 10.6, 8.47, 14.2, 4.14, 5.83, 8.18, 10.9, 11.1, 8.59, 2.4, 13.6, 8.295, 14.0, 5.0, 14.3, 11.1, 14.1, 14.1, 5.48, 14.0, 14.2, 14.2, 14.1, 9.32, 14.0, 14.3, 2.83, 14.1, 14.3, 12.5, 10.1, 14.0, 4.12, 14.1, 14.3, 6.2, 12.31, 14.2, 14.2, 9.6, 14.0, 6.16, 4.43, 13.4, 14.0, 2.12, 14.3, 5.02, 13.2, 4.002, 14.617, 18.181, 15.872, 1.63, 5.18, 9.64, 3.84, 2.21, 4.72, 14.011, 11.422, 18.046, 13.675, 15.805, 20.961, 11.99, 13.787, 11.994, 8.631, 17.363, 11.209, 11.545, 11.131, 3.61, 12.5, 11.9, 4.36, 11.769, 9.6, 13.2, 14.1, 5.38, 2.42, 1.87, 13.9, 7.87, 4.59, 2.4, 12.5, 4.57, 14.2, 9.03, 14.2, 5.02, 13.0, 14.1, 14.3, 14.0, 14.0, 11.1, 14.2, 2.11, 4.46, 5.11, 1.681, 2.83, 4.11, 2.21, 1.17, 13.3, 4.01, 2.4, 14.1, 14.2, 14.1, 14.0, 14.1, 14.0, 3.17, 3.46, 4.45, 2.4, 14.1, 8.29, 8.08, 1.64, 8.51, 1.875, 7.59, 2.51, 3.92, 3.68, 3.45, 5.39, 5.24, 4.91, 9.4, 3.17, 13.3, 1.83, 2.46, 3.04, 1.8, 2.87, 3.12, 4.19, 2.49, 3.33]}}}
diff --git a/lab-p11/practice_test.py b/lab-p11/practice_test.py
new file mode 100644
index 0000000..e9f3788
--- /dev/null
+++ b/lab-p11/practice_test.py
@@ -0,0 +1,387 @@
+#!/usr/bin/python
+import os, json, math
+from collections import namedtuple
+
+MAX_FILE_SIZE = 450 # units - KB
+REL_TOL = 6e-04  # relative tolerance for floats
+ABS_TOL = 15e-03  # absolute tolerance for floats
+
+PASS = "PASS"
+
+TEXT_FORMAT = "text"  # question type when expected answer is a str, int, float, or bool
+TEXT_FORMAT_NAMEDTUPLE = "text namedtuple"  # question type when expected answer is a namedtuple
+TEXT_FORMAT_UNORDERED_LIST = "text list_unordered"  # question type when the expected answer is a list where the order does *not* matter
+TEXT_FORMAT_ORDERED_LIST = "text list_ordered"  # question type when the expected answer is a list where the order does matter
+TEXT_FORMAT_SPECIAL_ORDERED_LIST = "text list_special_ordered"  # question type when the expected answer is a list where order does matter, but with possible ties. Elements are ordered according to values in special_ordered_json (with ties allowed)
+TEXT_FORMAT_DICT = "text dict"  # question type when the expected answer is a dictionary
+PNG_FORMAT_SCATTER = "png scatter" # question type when the expected answer is a scatter plot
+
+
+def return_expected_json():
+    f = open("practice_plots.json", encoding='utf-8')
+    plots_data = json.load(f)
+    f.close()
+    expected_json =    {"1-1": (PNG_FORMAT_SCATTER, plots_data["1-1"]),
+                        "1-2": (PNG_FORMAT_SCATTER, plots_data["1-2"]),
+                        "2-1": (PNG_FORMAT_SCATTER, plots_data["2-1"]),
+                        "2-2": (PNG_FORMAT_SCATTER, plots_data["2-2"]),
+                        "3": (TEXT_FORMAT, 480),
+                        "4": (TEXT_FORMAT, 9.482758620689655),
+                        "5": (PNG_FORMAT_SCATTER, plots_data["5"]),
+                        "6": (PNG_FORMAT_SCATTER, plots_data["6"]),
+                        "7-1": (PNG_FORMAT_SCATTER, plots_data["7-1"]),
+                        "7-2": (PNG_FORMAT_SCATTER, plots_data["7-2"]),
+                        "8": (PNG_FORMAT_SCATTER, plots_data["8"]),
+                        "9": (PNG_FORMAT_SCATTER, plots_data["9"]),
+                        "10": (PNG_FORMAT_SCATTER, plots_data["10"]),
+                        "11": (PNG_FORMAT_SCATTER, plots_data["11"]),
+                        "12": (PNG_FORMAT_SCATTER, plots_data["12"]),
+                        "13": (TEXT_FORMAT_ORDERED_LIST, ['rabbit', 'cat', 'lion', 'chimpanzee']),
+                        "14": (TEXT_FORMAT_ORDERED_LIST, ['Adam', 'Bob', 'Chet', 'Bea', 'Treasure', 'Andy', 'Ann']),
+                        "15": (TEXT_FORMAT_ORDERED_LIST, ['Adam',
+                                                             'Bob',
+                                                             'Chet',
+                                                             'Cat',
+                                                             'Barb',
+                                                             'Bert',
+                                                             'Alex',
+                                                             'Bea',
+                                                             'Gold',
+                                                             'Andy',
+                                                             'Ann']),
+                        "16": (TEXT_FORMAT_ORDERED_LIST, ['file_1.json', 'sample_1', 'sample_2']),
+                        "17": (TEXT_FORMAT, 1),
+                        "18": (TEXT_FORMAT_ORDERED_LIST, [os.path.join("sample_data", "sample_1"),
+                                                            os.path.join("sample_data", "sample_2")]),
+                        "19": (TEXT_FORMAT, 2),
+                        "20": (TEXT_FORMAT_ORDERED_LIST, [os.path.join("sample_data", "file_1.json"),
+                                                            os.path.join("sample_data", "sample_1", "file_2.json"),
+                                                            os.path.join("sample_data", "sample_1", "file_3.json"),
+                                                            os.path.join("sample_data", "sample_2", "file_4.json"),
+                                                            os.path.join("sample_data", "sample_2", "sample_3", "file_5.json")])}
+    return expected_json
+
+def check_cell(qnum, actual):
+    expected_json = return_expected_json()
+    format, expected = expected_json[qnum[1:]]
+    try:
+        if format == TEXT_FORMAT:
+            return simple_compare(expected, actual)
+        elif format == TEXT_FORMAT_UNORDERED_LIST:
+            return list_compare_unordered(expected, actual)
+        elif format == TEXT_FORMAT_ORDERED_LIST:
+            return list_compare_ordered(expected, actual)
+        elif format == TEXT_FORMAT_DICT:
+            return dict_compare(expected, actual)
+        elif format == TEXT_FORMAT_NAMEDTUPLE:
+            return namedtuple_compare(expected, actual)
+        elif format == PNG_FORMAT_SCATTER:
+            return check_png_scatter(expected, actual)
+        else:
+            if expected != actual:
+                return "expected %s but found %s " % (repr(expected), repr(actual))
+    except:
+        if expected != actual:
+            return "expected %s" % (repr(expected))
+    return PASS
+
+
+
+def simple_compare(expected, actual, complete_msg=True):
+    msg = PASS
+    if type(expected) == type:
+        if expected != actual:
+            if type(actual) == type:
+                msg = "expected %s but found %s" % (expected.__name__, actual.__name__)
+            else:
+                msg = "expected %s but found %s" % (expected.__name__, repr(actual))
+    elif type(expected) != type(actual) and not (type(expected) in [float, int] and type(actual) in [float, int]):
+        msg = "expected to find type %s but found type %s" % (type(expected).__name__, type(actual).__name__)
+    elif type(expected) == float:
+        if not math.isclose(actual, expected, rel_tol=REL_TOL, abs_tol=ABS_TOL):
+            msg = "expected %s" % (repr(expected))
+            if complete_msg:
+                msg = msg + " but found %s" % (repr(actual))
+    else:
+        if expected != actual:
+            msg = "expected %s" % (repr(expected))
+            if complete_msg:
+                msg = msg + " but found %s" % (repr(actual))
+    return msg
+
+namedtuples = ['Star', 'Planet']
+star_attributes = ['spectral_type',
+                  'stellar_effective_temperature',
+                  'stellar_radius',
+                  'stellar_mass',
+                  'stellar_luminosity',
+                  'stellar_surface_gravity',
+                  'stellar_age']
+# Create a namedtuple type, Star
+Star = namedtuple("Star", star_attributes)
+planets_attributes = ['planet_name',
+                     'host_name',
+                     'discovery_method',
+                     'discovery_year',
+                     'controversial_flag',
+                     'orbital_period',
+                     'planet_radius',
+                     'planet_mass',
+                     'semi_major_radius',
+                     'eccentricity',
+                     'equilibrium_temperature',
+                     'insolation_flux']
+# Create a namedtuple type, Planet
+Planet = namedtuple("Planet", planets_attributes)
+
+def namedtuple_compare(expected, actual):
+    msg = PASS
+    try:
+        actual_fields = actual._fields
+    except AttributeError:
+        msg = "expected namedtuple but found %s" % (type(actual).__name__)
+        return msg
+    if type(expected).__name__ != type(actual).__name__:
+        msg = "expected namedtuple %s but found namedtuple %s" % (type(expected).__name__, type(actual).__name__)
+        return msg
+    expected_fields = expected._fields
+    msg = list_compare_ordered(list(expected_fields), list(actual_fields), "namedtuple attributes")
+    if msg != PASS:
+        return msg
+    for field in expected_fields:
+        val = simple_compare(getattr(expected, field), getattr(actual, field))
+        if val != PASS:
+            msg = "at attribute %s of namedtuple %s, " % (field, type(expected).__name__) + val
+            return msg
+    return msg
+
+
+def list_compare_ordered(expected, actual, obj="list"):
+    msg = PASS
+    if type(expected) != type(actual):
+        msg = "expected to find type %s but found type %s" % (type(expected).__name__, type(actual).__name__)
+        return msg
+    for i in range(len(expected)):
+        if i >= len(actual):
+            msg = "expected missing %s in %s" % (repr(expected[i]), obj)
+            break
+        if type(expected[i]) in [int, float, bool, str]:
+            val = simple_compare(expected[i], actual[i])
+        elif type(expected[i]) in [list, tuple]:
+            val = list_compare_ordered(expected[i], actual[i], "sub" + obj)
+        elif type(expected[i]) in [dict]:
+            val = dict_compare(expected[i], actual[i])
+        elif type(expected[i]).__name__ in namedtuples:
+            val = namedtuple_compare(expected[i], actual[i])
+        if val != PASS:
+            msg = "at index %d of the %s, " % (i, obj) + val
+            break
+    if len(actual) > len(expected) and msg == PASS:
+        msg = "found unexpected %s in %s" % (repr(actual[len(expected)]), obj)
+    if len(expected) != len(actual):
+        msg = msg + " (found %d entries in %s, but expected %d)" % (len(actual), obj, len(expected))
+
+    if len(expected) > 0 and type(expected[0]) in [int, float, bool, str]:
+        if msg != PASS and list_compare_unordered(expected, actual, obj) == PASS:
+            try:
+                msg = msg + " (%s may not be ordered as required)" % (obj)
+            except:
+                pass
+    return msg
+
+
+def list_compare_helper(larger, smaller):
+    msg = PASS
+    j = 0
+    for i in range(len(larger)):
+        if i == len(smaller):
+            msg = "expected %s" % (repr(larger[i]))
+            break
+        found = False
+        while not found:
+            if j == len(smaller):
+                if type(larger[i]) in [list, tuple]:
+                    val = list_compare_ordered(larger[i], smaller[j - 1])
+                else:
+                    val = simple_compare(larger[i], smaller[j - 1], False)
+                break
+            if type(larger[i]) in [list, tuple]:
+                val = list_compare_ordered(larger[i], smaller[j])
+            else:
+                val = simple_compare(larger[i], smaller[j], False)
+            j += 1
+            if val == PASS:
+                found = True
+                break
+        if not found:
+            msg = val
+            break
+    return msg
+
+
+def list_compare_unordered(expected, actual, obj="list"):
+    msg = PASS
+    if type(expected) != type(actual):
+        msg = "expected to find type %s but found type %s" % (type(expected).__name__, type(actual).__name__)
+        return msg
+    try:
+        sort_expected = sorted(expected)
+        sort_actual = sorted(actual)
+    except:
+        msg = "unexpected datatype found in %s; expected entries of type %s" % (obj, obj, type(expected[0]).__name__)
+        return msg
+
+    if len(actual) == 0 and len(expected) > 0:
+        msg = "in the %s, missing" % (obj) + expected[0]
+    elif len(actual) > 0 and len(expected) > 0:
+        val = simple_compare(sort_expected[0], sort_actual[0])
+        if val.startswith("expected to find type"):
+            msg = "in the %s, " % (obj) + simple_compare(sort_expected[0], sort_actual[0])
+        else:
+            if len(expected) > len(actual):
+                msg = "in the %s, missing " % (obj) + list_compare_helper(sort_expected, sort_actual)
+            elif len(expected) < len(actual):
+                msg = "in the %s, found un" % (obj) + list_compare_helper(sort_actual, sort_expected)
+            if len(expected) != len(actual):
+                msg = msg + " (found %d entries in %s, but expected %d)" % (len(actual), obj, len(expected))
+                return msg
+            else:
+                val = list_compare_helper(sort_expected, sort_actual)
+                if val != PASS:
+                    msg = "in the %s, missing " % (obj) + val + ", but found un" + list_compare_helper(sort_actual,
+                                                                                               sort_expected)
+    return msg
+
+def list_compare_special_init(expected, special_order):
+    real_expected = []
+    for i in range(len(expected)):
+        if real_expected == [] or special_order[i-1] != special_order[i]:
+            real_expected.append([])
+        real_expected[-1].append(expected[i])
+    return real_expected
+
+
+def list_compare_special(expected, actual, special_order):
+    expected = list_compare_special_init(expected, special_order)
+    msg = PASS
+    expected_list = []
+    for expected_item in expected:
+        expected_list.extend(expected_item)
+    val = list_compare_unordered(expected_list, actual)
+    if val != PASS:
+        msg = val
+    else:
+        i = 0
+        for expected_item in expected:
+            j = len(expected_item)
+            actual_item = actual[i: i + j]
+            val = list_compare_unordered(expected_item, actual_item)
+            if val != PASS:
+                if j == 1:
+                    msg = "at index %d " % (i) + val
+                else:
+                    msg = "between indices %d and %d " % (i, i + j - 1) + val
+                msg = msg + " (list may not be ordered as required)"
+                break
+            i += j
+
+    return msg
+
+
+def dict_compare(expected, actual, obj="dict"):
+    msg = PASS
+    if type(expected) != type(actual):
+        msg = "expected to find type %s but found type %s" % (type(expected).__name__, type(actual).__name__)
+        return msg
+    try:
+        expected_keys = sorted(list(expected.keys()))
+        actual_keys = sorted(list(actual.keys()))
+    except:
+        msg = "unexpected datatype found in keys of dict; expect a dict with keys of type %s" % (
+            type(expected_keys[0]).__name__)
+        return msg
+    val = list_compare_unordered(expected_keys, actual_keys, "dict")
+    if val != PASS:
+        msg = "bad keys in %s: " % (obj) + val
+    if msg == PASS:
+        for key in expected:
+            if expected[key] == None or type(expected[key]) in [int, float, bool, str]:
+                val = simple_compare(expected[key], actual[key])
+            elif type(expected[key]) in [list]:
+                val = list_compare_ordered(expected[key], actual[key], "value")
+            elif type(expected[key]) in [dict]:
+                val = dict_compare(expected[key], actual[key], "sub" + obj)
+            elif type(expected[key]).__name__ in namedtuples:
+                val = namedtuple_compare(expected[key], actual[key])
+            if val != PASS:
+                msg = "incorrect val for key %s in %s: " % (repr(key), obj) + val
+    return msg
+
+def helper_png_scatter(expected, actual):
+    msg = PASS
+    expected_length = len(list(expected.values())[0])
+    for key in actual:
+        if len(actual[key]) != expected_length:
+            return "list '%s' has length %d but is expected to have length %d" % (key, len(actual[key]), expected_length)
+    expected_plot_points = []
+    actual_plot_points = []
+    for i in range(expected_length):
+        expected_point = []
+        actual_point = []
+        for key in expected:
+            expected_point.append(expected[key][i])
+            actual_point.append(actual[key][i])
+        expected_plot_points.append(tuple(expected_point))
+        actual_plot_points.append(tuple(actual_point))
+    sorted_expected_points = sorted(expected_plot_points)
+    sorted_actual_points = sorted(actual_plot_points)
+    val = list_compare_ordered(sorted_expected_points, sorted_actual_points, "plot")
+    if val != PASS:
+        val = list_compare_ordered(expected_plot_points, actual_plot_points, "plot")
+        bad_idx = int(val.split("index")[1].split()[0])
+        msg = "in the plot, at index %d, expected point %s but found %s" % (bad_idx, expected_plot_points[bad_idx], actual_plot_points[bad_idx])
+    return msg
+
+
+
+def check_png_scatter(expected, actual):
+    msg = PASS
+    if type(list(expected.values())[0]) == list:
+        msg = helper_png_scatter(expected, actual)
+    elif type(list(expected.values())[0]) == dict:
+        expected_keys = list(list(expected.values())[0].keys())
+        for key in actual:
+            val = list_compare_unordered(expected_keys, list(actual[key].keys()), "dictionary %s" % key)
+            if val != PASS:
+                return val
+        expected_flipped = {}
+        for key_1 in list(expected.values())[0]:
+            expected_flipped[key_1] = {}
+            for key_2 in expected:
+                expected_flipped[key_1][key_2] = expected[key_2][key_1]
+        actual_flipped = {}
+        for key_1 in list(actual.values())[0]:
+            actual_flipped[key_1] = {}
+            for key_2 in actual:
+                actual_flipped[key_1][key_2] = actual[key_2][key_1]
+        for key in expected_flipped:
+            val = helper_png_scatter(expected_flipped[key], actual_flipped[key])
+            if val != PASS:
+                if "length" in val:
+                    msg = val.replace("list", "category '%s' of dictionary" % (key))
+                else:
+                    msg = val.replace("in the plot,", "in the plot, for the category '%s'," % (key))
+                return msg
+    return msg
+
+
+def check(qnum, actual):
+    msg = check_cell(qnum, actual)
+    if msg == PASS:
+        return True
+    print("<b style='color: red;'>ERROR:</b> " + msg)
+
+
+def check_file_size(path):
+    size = os.path.getsize(path)
+    assert size < MAX_FILE_SIZE * 10**3, "Your file is too big to be processed by Gradescope; please delete unnecessary output cells so your file size is < %s KB" % MAX_FILE_SIZE
diff --git a/lab-p11/sample_data.zip b/lab-p11/sample_data.zip
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diff --git a/p11/README.md b/p11/README.md
new file mode 100644
index 0000000..a7000d0
--- /dev/null
+++ b/p11/README.md
@@ -0,0 +1,109 @@
+# Project 11 (P11): Analyzing Stars and Planets
+
+
+## Corrections and clarifications:
+
+* None yet.
+
+**Find any issues?** Report to us:
+
+- Kincannon Wilson <kgwilson2@wisc.edu>
+- Chaitanya Kabra <ckabra@wisc.edu>
+
+
+## Instructions:
+
+This project will focus on **data analysis**, **creating scatter plots**, and **recursion**. In this project, you will continue from where you left off in P10. You will analyze the data structures you created in P10 to answer some interesting questions about our dataset.
+
+To start, download [`p11.ipynb`](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-s23-projects/-/tree/main/p11/p11.ipynb), [`p11_test.py`](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-s23-projects/-/tree/main/p11/p11_test.py), [`p11_plots.json`](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-s23-projects/-/tree/main/p11/p11_plots.json), and [`broken_data.zip`](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-s23-projects/-/tree/main/p11/broken_data.zip).
+
+After downloading `broken_data.zip`, make sure to extract it (using [Mac directions](http://osxdaily.com/2017/11/05/how-open-zip-file-mac/) or [Windows directions](https://support.microsoft.com/en-us/help/4028088/windows-zip-and-unzip-files)). After extracting, you should see a folder called `broken_data`. You may delete `broken_data.zip` after extracting the files inside it.
+
+You may also download [`data.zip`](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-s23-projects/-/tree/main/p11/data.zip) and extract it. Alternatively, you could also copy/paste the `data` directory that you worked with in P10 into your P11 directory.
+
+**Important**: You **must** make sure that your file structure looks like this:
+
+```
++-- p11.ipynb
++-- p11_test.py
++-- p11_plots.json
++-- data
+|   +-- .DS_Store
+|   +-- .ipynb_checkpoints
+|   +-- mapping_1.json
+|   +-- mapping_2.json
+|   +-- mapping_3.json
+|   +-- mapping_4.json
+|   +-- mapping_5.json
+|   +-- planets_1.csv
+|   +-- planets_2.csv
+|   +-- planets_3.csv
+|   +-- planets_4.csv
+|   +-- planets_5.csv
+|   +-- stars_1.csv
+|   +-- stars_2.csv
+|   +-- stars_3.csv
+|   +-- stars_4.csv
+|   +-- stars_5.csv
++-- broken_data
+|   +-- .DS_Store
+|   +-- .ipynb_checkpoints
+|   +-- hds
+|   |   +-- .ipynb_checkpoints
+|   |   +-- hd_1000s
+|   |   |   +-- hd_10000s.json
+|   |   +-- others.json
+|   +-- k2s.json
+|   +-- keplers
+|   |   +-- kepler_100s
+|   |   |   +-- kepler_100s
+|   |   |   |   +-- kepler_100s
+|   |   |   |   |   +-- kepler_100s.json
+|   |   |   |   +-- others.json
+|   |   |   +-- kepler_200s
+|   |   |   |   +-- .ipynb_checkpoints
+|   |   |   |   +-- kepler_220s.json
+|   |   |   |   +-- kepler_290s.json
+|   |   |   |   +-- others
+|   |   |   |   |   +-- others.json
+|   |   |   +-- others.json
+|   |   +-- kepler_10s
+|   |   |   +-- kepler_80s
+|   |   |   |   +-- kepler_80s.json
+|   |   |   +-- others
+|   |   |   |   +-- kepler_20s.json
+|   |   |   |   +-- kepler_30s.json
+|   |   |   |   +-- others.json
+|   |   +-- others
+|   |   |   +-- .DS_Store
+|   |   |   +-- others.json
+|   +-- others
+|   |   +-- .DS_Store
+|   |   +-- gjs.json
+|   |   +-- others.json
+|   |   +-- tois
+|   |   |   +-- tois.json
+```
+
+Otherwise, your code may pass on **your computer**, but **fail** on the testing computer.
+
+You will work on `p11.ipynb` and hand it in. You should follow the provided directions for each question. Questions have **specific** directions on what **to do** and what **not to do**.
+
+------------------------------
+
+## IMPORTANT Submission instructions:
+- Review the [Grading Rubric](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-s23-projects/-/tree/main/p11/rubric.md), to ensure that you don't lose points during code review.
+- You must **save your notebook file** before you run the cell containing **export**.
+- Login to [Gradescope](https://www.gradescope.com/) and upload the zip file into the P11 assignment.
+- If you completed the project with a **partner**, make sure to **add their name** by clicking "Add Group Member"
+in Gradescope when uploading the p11 zip file.
+
+   <img src="images/add_group_member.png" width="400">
+
+   **Warning:** You will have to add your partner on Gradescope even if you have filled out this information in your `p11.ipynb` notebook.
+
+- It is **your responsibility** to make sure that your project clears auto-grader tests on the Gradescope test system. Otter test results should be available in a few minutes after your submission. You should be able to see both PASS / FAIL results for the 20 test cases and your total score, which is accessible via Gradescope Dashboard (as in the image below):
+
+    <img src="images/gradescope.png" width="400">
+- **Important:** After you submit, you **need to verify** that your code is visible on Gradescope. If you displayed the output of a large variable (such as `planets_list`) anywhere in your notebook, **we will not be able to view or grade your submission**. Make sure you don't have any large outputs in any of your cells, and verify after submission that your code can be viewed.
+- If you feel you have been incorrectly graded on a particular question by the Gradescope autograder, please file a regrade request.
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diff --git a/p11/images/README.md b/p11/images/README.md
new file mode 100644
index 0000000..86d526a
--- /dev/null
+++ b/p11/images/README.md
@@ -0,0 +1,3 @@
+# Images
+
+Images from p11 are stored here.
diff --git a/p11/images/add_group_member.png b/p11/images/add_group_member.png
new file mode 100644
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diff --git a/p11/p11.ipynb b/p11/p11.ipynb
new file mode 100644
index 0000000..8d7c031
--- /dev/null
+++ b/p11/p11.ipynb
@@ -0,0 +1,2635 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8baedc1b",
+   "metadata": {
+    "cell_type": "code",
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "import otter\n",
+    "# nb_name should be the name of your notebook without the .ipynb extension\n",
+    "nb_name = \"p11\"\n",
+    "py_filename = nb_name + \".py\"\n",
+    "grader = otter.Notebook(nb_name + \".ipynb\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ca5651f9",
+   "metadata": {
+    "deletable": false
+   },
+   "outputs": [],
+   "source": [
+    "import p11_test"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "85a61689",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "# Project 11: Analyzing Stars and Planets"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b1f98864",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "# Learning Objectives:\n",
+    "\n",
+    "In this project, you will demonstrate how to:\n",
+    "    \n",
+    "* analyze the data from P10,\n",
+    "* make scatter plots using `matplotlib`,\n",
+    "* remove outliers to make the plots more useful,\n",
+    "* use recursion to gather new data.\n",
+    "\n",
+    "**Please go through [Lab-P11](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-s23-projects/-/tree/main/lab-p11) before working on this project.** The lab introduces some important techniques related to this project."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "42327026",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "## Note on Academic Misconduct:\n",
+    "\n",
+    "**IMPORTANT**: P10 and P11 are two parts of the same data analysis. You **cannot** switch project partners between these two projects. That is if you partnered up with someone for P10, you have to sustain that partnership until end of P11. Now may be a good time to review [our course policies](https://cs220.cs.wisc.edu/s23/syllabus.html)."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e99e0fbd",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "## Testing your code:\n",
+    "\n",
+    "Along with this notebook, you must have downloaded the files `p11_test.py` and `p11_plots.json`. If you are curious about how we test your code, you can explore this file, and specifically the value of the variable `expected_json`, to understand the expected answers to the questions."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7a6f29e6",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "## Setup:\n",
+    "\n",
+    "In P11, you will be analyzing the same dataset that you parsed in P10. You can either copy/paste the `data` directory to your P11 directory, or download the `data.zip` file provided with this project, and extract it. In addition to the `data` directory, you will also need to download additional datasets for p11. You must download `broken_data.zip` and extract it. You must extract the contents of the directory `broken_data` into the same directory which contains the `data` directory, `p11.ipynb`, `p11_test.py`, and `p11_plots.json`.\n",
+    "\n",
+    "You need to make sure that the project files are stored in the following structure:\n",
+    "\n",
+    "```\n",
+    "+-- p11.ipynb\n",
+    "+-- p11_test.py\n",
+    "+-- p11_plots.json\n",
+    "+-- data\n",
+    "|   +-- .DS_Store\n",
+    "|   +-- .ipynb_checkpoints\n",
+    "|   +-- mapping_1.json\n",
+    "|   +-- mapping_2.json\n",
+    "|   +-- mapping_3.json\n",
+    "|   +-- mapping_4.json\n",
+    "|   +-- mapping_5.json\n",
+    "|   +-- planets_1.csv\n",
+    "|   +-- planets_2.csv\n",
+    "|   +-- planets_3.csv\n",
+    "|   +-- planets_4.csv\n",
+    "|   +-- planets_5.csv\n",
+    "|   +-- stars_1.csv\n",
+    "|   +-- stars_2.csv\n",
+    "|   +-- stars_3.csv\n",
+    "|   +-- stars_4.csv\n",
+    "|   +-- stars_5.csv\n",
+    "+-- broken_data\n",
+    "|   +-- .DS_Store\n",
+    "|   +-- .ipynb_checkpoints\n",
+    "|   +-- hds\n",
+    "|   |   +-- .ipynb_checkpoints\n",
+    "|   |   +-- hd_1000s\n",
+    "|   |   |   +-- hd_10000s.json\n",
+    "|   |   +-- others.json\n",
+    "|   +-- k2s.json\n",
+    "|   +-- keplers\n",
+    "|   |   +-- kepler_100s\n",
+    "|   |   |   +-- kepler_100s\n",
+    "|   |   |   |   +-- kepler_100s\n",
+    "|   |   |   |   |   +-- kepler_100s.json\n",
+    "|   |   |   |   +-- others.json\n",
+    "|   |   |   +-- kepler_200s\n",
+    "|   |   |   |   +-- .ipynb_checkpoints\n",
+    "|   |   |   |   +-- kepler_220s.json\n",
+    "|   |   |   |   +-- kepler_290s.json\n",
+    "|   |   |   |   +-- others\n",
+    "|   |   |   |   |   +-- others.json\n",
+    "|   |   |   +-- others.json\n",
+    "|   |   +-- kepler_10s\n",
+    "|   |   |   +-- kepler_80s\n",
+    "|   |   |   |   +-- kepler_80s.json\n",
+    "|   |   |   +-- others\n",
+    "|   |   |   |   +-- kepler_20s.json\n",
+    "|   |   |   |   +-- kepler_30s.json\n",
+    "|   |   |   |   +-- others.json\n",
+    "|   |   +-- others\n",
+    "|   |   |   +-- .DS_Store\n",
+    "|   |   |   +-- others.json\n",
+    "|   +-- others\n",
+    "|   |   +-- .DS_Store\n",
+    "|   |   +-- gjs.json\n",
+    "|   |   +-- others.json\n",
+    "|   |   +-- tois\n",
+    "|   |   |   +-- tois.json\n",
+    "```\n",
+    "\n",
+    "Make sure that **all** files are stored in this **exact** file structure. Otherwise, then there is a possibility that your code will **fail on Gradescope** even after passing local tests."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b50996a1",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "## Project Description:\n",
+    "\n",
+    "You have already parsed the data in the `data` directory in P10. You will now dive deeper by analyzing this data and arrive at some exciting conclusions about various planets and stars outside our Solar System. You will also use recursion to retrieve data from the broken JSON file in the `data` directory, and ask some interesting questions about the data."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b3120b0d",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "## Project Requirements:\n",
+    "\n",
+    "You **may not** hardcode indices in your code, unless the question explicitly says so. If you open your `.csv` files with Excel, manually count through the rows and use this number to loop through the dataset, this is also considered as hardcoding. We'll **manually deduct** points from your autograder score on Gradescope during code review.\n",
+    "\n",
+    "**Store** your final answer for each question in the **variable specified for each question**. This step is important because Otter grades your work by comparing the value of this variable against the correct answer.\n",
+    "\n",
+    "For some of the questions, we'll ask you to write (then use) a function to compute the answer. If you compute the answer **without** creating the function we ask you to write, the Gradescope autograder will **deduct** points from your public test score, even if the way you did it produced the correct answer.\n",
+    "\n",
+    "Required Functions:\n",
+    "- `get_all_paths_in`\n",
+    "- `get_surface_gravity`\n",
+    "- `get_distances_to_star`\n",
+    "- `get_liquid_water_distances`\n",
+    "- `get_surface_temperatures`\n",
+    "\n",
+    "In this project, you will also be required to define certain **data structures**. If you do not create these data structures exactly as specified, the Gradescope autograder will **deduct** points from your public test score, even if the way you did it produced the correct answer.\n",
+    "\n",
+    "Required Data Structures:\n",
+    "- `Star` (**namedtuple**)\n",
+    "- `stars_dict` (**dictionary** mapping **strings** to `Star` objects)\n",
+    "- `Planet` (**namedtuple**)\n",
+    "- `planets_list` (**list** of `Planet` objects)\n",
+    "- `star_classes` (**dictionary**)\n",
+    "- `all_planets_list` (**list** of `Planet` objects)\n",
+    "\n",
+    "In addition, you are also **required** to follow the requirements below:\n",
+    "\n",
+    "* You are **not** allowed to use **modules** like `pandas` to answer the questions in this project.\n",
+    "* You **must** properly **label** the axes of all your **plots**.\n",
+    "* Do **not** define multiple functions with the same name or define multiple versions of one function with different names. Just keep the best version.\n",
+    "* Do **not** leave in irrelevant output or test code that we didn't ask for.\n",
+    "\n",
+    "We will **manually deduct** points if you do **not** follow these guidelines.\n",
+    "\n",
+    "For more details on what will cause you to lose points during code review and specific requirements, please take a look at the [Grading rubric](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-s23-projects/-/blob/main/p11rubric.md)."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "143a6b70",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "## Questions and Functions:\n",
+    "\n",
+    "Let us start by importing all the modules we will need for this project."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "61064814",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# it is considered a good coding practice to place all import statements at the top of the notebook\n",
+    "# please place all your import statements in this cell if you need to import any more modules for this project\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "32fcf278",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "### Loading in the Stars and Planets:\n",
+    "\n",
+    "Before we can analyze the data in the `data` directory, you must first copy/paste all the functions and data strucutres you created in P10 to parse the data."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b15f5099",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# copy/paste the definition of the namedtuple 'Star' here\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4d0adafc",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# copy/paste the definition of the function 'process_csv' here\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d53b79eb",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# copy/paste the definition of the function 'star_cell' here\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e8fac4bc",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# copy/paste the definition of the function 'get_stars' here\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "edde0e8a",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# copy/paste the definition of the dictionary 'stars_dict' here\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "18fb402f",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# copy/paste the definition of the namedtuple 'Planet' here\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b1a8ab9d",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# copy/paste the definition of the function 'read_json' here\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2343f67d",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# copy/paste the definition of the function 'planet_cell' here\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ed0479a0",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# copy/paste the definition of the function 'get_planets' here\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2c92ab2f",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# copy/paste the definition of the list 'planets_list' here\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1f50a565",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "You used two functions `plot_scatter` and `plot_scatter_multiple` in Lab-P11 to create your **scatter plots**. These functions are again provided for you here to use in P11."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "90f71915",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# remember to import matplotlib.pyplot as plt at the top of the notebook to make these functions work\n",
+    "\n",
+    "def plot_scatter(x_data, y_data, x_label='x axis', y_label='y axis', c=None, s=7):\n",
+    "    plt.scatter(x_data, y_data, c=c, s=s)\n",
+    "    plt.xlabel(x_label)\n",
+    "    plt.ylabel(y_label)\n",
+    "    \n",
+    "def plot_scatter_multiple(x_data_dict, y_data_dict, x_label='x axis', y_label='y axis'):\n",
+    "    legend_values = list(x_data_dict.keys())\n",
+    "    for key in x_data_dict:\n",
+    "        plt.scatter(x_data_dict[key], y_data_dict[key], s=7)\n",
+    "    plt.xlabel(x_label)\n",
+    "    plt.ylabel(y_label)\n",
+    "    plt.legend(legend_values)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bbb64165",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "### Verifying Laws of Nature:\n",
+    "\n",
+    "We will now use our dataset to verify some well-known laws of nature. Unless specified otherwise, you **must** use `stars_dict` and `planets_list` to access all data."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "164feb5e",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "#### Kepler's Third Law:\n",
+    "\n",
+    "We will first verify [Kepler's Third Law](https://en.wikipedia.org/wiki/Kepler%27s_laws_of_planetary_motion#Third_law). This law states that the **square** of the `orbital_period` of each planet in a solar system is directly proportional to the **cube** of the `semi_major_radius` of its orbit around its host star.\n",
+    "\n",
+    "Since this law relates only to planets that orbit the same host star, we will verify this law using the several planets orbiting around a star named *GJ 9827*."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8ca51ad8",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 1:** Compute the **ratio** of the **square** of the `orbital_period` to the **cube** of the `semi_major_radius` of each planet orbiting the star *GJ 9827*.\n",
+    "\n",
+    "Your output **must** be a **list** of **floats**. You may **assume** that the planets orbiting this star do not have any missing `orbital_period` or `semi_major_radius` data."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "74127e03",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'ratios_gj9827', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cdf1647e",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q1\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "14a77337",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "The **ratios** of the three stars in this system appear to be very close to each other. It will be useful if we could quantify exactly how close these ratios are to each other. One way to do that would to be compute the [coefficient of variance](https://en.wikipedia.org/wiki/Coefficient_of_variation), which is defined as the **standard deviation** divided by the **mean** of a sequence of numbers. A low value would imply that the numbers are very **close** to each other."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5825a2ac",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 2:** Compute the **coefficient of variance** of the **list** `ratios_gj9827`.\n",
+    "\n",
+    "**Hint:** You can compute the **standard deviation** and the **mean** of a **list** of numbers using the `statistics.stdev` and `statistics.mean` functions inside the `statistics` module. To do this, you must first **import** the `statistics` module. You can read the documentation for the `statistics.stdev` and `statistics.mean` functions by creating a new cell and using `help(statistics.mean)` and `help(statistics.mean)`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8037ef9c",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'coeff_gj9827', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2dc0239e",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q2\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ccb43aa1",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "As we can see, the **coefficient of variance** is indeed very low. This lends credibility to Kepler's Third Law. However, there is yet more we can do with this data. After we adjust for the units used in our dataset, we find that Kepler's Third Law predicts the following:\n",
+    "\n",
+    "$$\\texttt{stellar mass} = \\frac{133408}{\\texttt{ratio}}$$\n",
+    "\n",
+    "where $\\texttt{ratio}$ is the **mean** of the ratios of the **square** of the `orbital_period` to the **cube** of the `semi_major_radius` computed above, and $\\texttt{stellar mass}$ is the mass of the planets' host star.\n",
+    "\n",
+    "We can therefore check how close this **predicted** `stellar_mass` is to the **actual** `stellar_mass` of the star."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "91313c5d",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 3:** Compute the percentage change of the **predicted** `stellar_mass` from the **actual** `stellar_mass` of the star *GJ 9827*.\n",
+    "\n",
+    "You **must** compute the **predicted** `stellar_mass` as the number *133408* divided by the **mean** of the ratios of the three planets computed in Question 1. You **must** find the **actual** `stellar_mass` by accessing the correct attribute of the `Star` object of *GJ 9827*. The percentage change can be computed as:\n",
+    "\n",
+    "$$\\texttt{percent change} = \\frac{\\texttt{predicted stellar mass} - \\texttt{actual stellar mass}}{\\texttt{actual stellar mass}} \\times 100$$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8e9b6be0",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'percentage_change', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "46a07845",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q3\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3f12f8eb",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "#### Stefan-Boltzmann Law:\n",
+    "\n",
+    "We will now verify the [Stefan-Boltzmann Law](https://en.wikipedia.org/wiki/Stefan%E2%80%93Boltzmann_law). This law states that the `insolation_flux` of a *black body* is directly proportional to the **fourth** power of the `equilibrium_temperature`. In our dataset, we have the `insolation_flux` and `equilibrium_temperature` data of the `Planet` objects. So, we can verify how well this law is obeyed by the planets in our dataset."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1c67360b",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 4:** Create a **scatter plot** representing the `insolation_flux` (on the **x-axis**) against the **fourth power** of the `equilibrium_temperature` (on the **y-axis**) of each `Planet` object in `planets_list`.\n",
+    "\n",
+    "You **must** ignore all `Planet` objects with **missing** `insolation_flux`, or `equilibrium_temperature` data.\n",
+    "\n",
+    "You **must** first compute two **lists** containing the **insolation_flux**, and the fourth power of the **equilibrium_temperature** of each `Planet` object (which has all the data available). Then, you **must** use `plot_scatter` to plot the **insolation_flux** against the fourth power of the **equilibrium_temperature**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e7e5cec2",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the lists 'flux_list', and 'temp_4th_power_list'\n",
+    "# do NOT plot just yet\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "48661904",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q4\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4ab3241f",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "Now, **plot** `flux_list` and `temp_4th_power_list` as **scatter plot** with the **x-axis** labelled *Insolation Flux*, and the **y-axis** labelled *(Equilibrium Temperature)\\*\\*4*.\n",
+    "\n",
+    "**Important Warning:** `p11_test.py` can check that the **lists** are correct, but it **cannot** check if your plot appears on the screen, or whether the axes are correctly labelled. If your plot is not visible, or if it is not properly labelled, the Gradescope autograder will **deduct points**.\n",
+    "\n",
+    "Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q4.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "eb0d8e8f",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q4.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "dbef98b5",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Hint:** If the `grader.export` cell fails to run because the file size is too large, you can delete the plot above to reduce the size of your notebook. Make sure your plot matches the plot above, before you do so."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "76e625da",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# create a scatter plot using 'flux_list' and 'temp_4th_power_list'\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "add6af97",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Food for thought:** Why does this graph look so strange with all the points bunched up near the bottom-left corner?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "260ffc11",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Food for thought is an entirely OPTIONAL exercise\n",
+    "# you may leave your thoughts here as a comment if you wish to\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bcf7f71f",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 5:** Create the same **scatter plot** as above, but **exclude** planets with `insolation_flux` **more than** *7000*.\n",
+    "\n",
+    "You **must** ignore all `Planet` objects with **missing** `insolation_flux`, or `equilibrium_temperature` data. You **must** also exclude all `Planet` objects with `insolation_flux` more than *7000*.\n",
+    "\n",
+    "You **must** first compute two **lists** containing the **insolation_flux**, and the fourth power of the **equilibrium_temperature** of each `Planet` object (which has all the data available). Then, you **must** use `plot_scatter` to plot the **insolation_flux** against the fourth power of the **equilibrium_temperature**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3582b566",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the lists 'flux_list_no_outliers', and 'temp_4th_power_list_no_outliers'\n",
+    "# do NOT plot just yet\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c24eeea1",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q5\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "835bc93d",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "Now, **plot** `flux_list_no_outliers` and `temp_4th_power_list_no_outliers` as **scatter plot** with the **x-axis** labelled *Insolation Flux*, and the **y-axis** labelled *(Equilibrium Temperature)\\*\\*4*.\n",
+    "\n",
+    "**Important Warning:** `p11_test.py` can check that the **lists** are correct, but it **cannot** check if your plot appears on the screen, or whether the axes are correctly labelled. If your plot is not visible, or if it is not properly labelled, the Gradescope autograder will **deduct points**.\n",
+    "\n",
+    "Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q5.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "1ef1c6ff",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q5.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a8dde350",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Hint:** If the `grader.export` cell fails to run because the file size is too large, you can delete the plot above to reduce the size of your notebook. Make sure your plot matches the plot above, before you do so."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1192a5bb",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# Create a scatter plot using 'flux_list_no_outliers' and 'temp_4th_power_list_no_outliers'\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c42e74dc",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Food for thought:** Does the relationship between **insolation flux** and the **fourth power of the equilibrium temperature** appear to be **linear** as predicted by the Stefan-Boltzmann Law? Can you explain why the graph isn't perfectly linear?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ce600e7a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Food for thought is an entirely OPTIONAL exercise\n",
+    "# you may leave your thoughts here as a comment if you wish to\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0c71b714",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "### Stellar Evolution:\n",
+    "\n",
+    "[Stellar Evolution](https://en.wikipedia.org/wiki/Stellar_evolution) is a description of the way that stars change with time. The primary factor determining how a star evolves is its `stellar_mass`. Depending on the `stellar_mass` of each `Star`, astronomers can predict how the `Star` will end up. A `Star` whose `stellar_mass` is $\\geq 0.3$ and $< 8$ times the mass of the Sun will become a [Red Giant](https://en.wikipedia.org/wiki/Red_giant), while a `Star` whose `stellar_mass` is $\\geq 8$ and $< 10.5$ times the mass of the Sun will become a [White Dwarf](https://en.wikipedia.org/wiki/White_dwarf). A `Star` that is even bigger will end up as a [Neutron Star](https://en.wikipedia.org/wiki/Neutron_star)."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d07a5329",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "### Data Structure 1: `star_classes`\n",
+    "\n",
+    "You **must** now classify the `Star` objects in `stars_dict` using their `stellar_mass`. You **must** create a **dictionary** `star_classes` with the **keys**: `Red Giant`, `White Dwarf`, and `Neutron Star`. The **value** of each **key** must be a **list** of **strings** containing the **names** of the `Star` objects.\n",
+    "\n",
+    "You **must** **ignore** `Star` objects for which we do not have `stellar_mass` data or have `stellar_mass` **less** than *0.3* Solar masses.\n",
+    "\n",
+    "**Hint:** Recall that the `stellar_mass` data already uses units of *Solar masses*. So, a `stellar_mass` of *1* means that the `Star` object has the same mass as the Sun, and a `stellar_mass` of 2 means the `Star` object has twice the mass of the Sun, and so on."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e7c9d8eb",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# define the variable 'star_classes' here\n",
+    "# but do NOT display\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6defaad6",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "You can **verify** that you have defined `star_classes` correctly by checking that there are *3843* Red Giants, *3* White Dwarfs, and *1* Neutron Star in `star_classes`."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "77c685cf",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 6:** What is the **average** `stellar_luminosity` of each class of `Star` objects in `star_classes`?\n",
+    "\n",
+    "Your output **must** be a **dictionary** mapping the class of the star to the **average** `stellar_luminosity` value of all `Star` objects of that class. You **must** ignore the `Star` objects with **missing** `stellar_luminosity` data.\n",
+    "\n",
+    "The expected output of this question is:\n",
+    "\n",
+    "```python\n",
+    "{'Red Giant': -0.01889128094725505,\n",
+    " 'White Dwarf': 2.787333333333333,\n",
+    " 'Neutron Star': 2.86}\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3d519a30",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'star_classes_avg_lum', then display it\n",
+    "\n",
+    "# TODO: initialize 'star_classes_avg_lum'\n",
+    "# TODO: loop through each 'star_class' in 'star_classes'\n",
+    "    # TODO: loop through each 'star' in the 'star_class'\n",
+    "        # TODO: skip 'star' if 'stellar_luminosity' data is missing\n",
+    "        # TODO: for the remaining stars, compute the mean of the 'stellar_luminosity'\n",
+    "    # TODO: add the mean luminosity to 'star_classes_avg_lum'\n",
+    "    \n",
+    "# TODO: display 'star_classes_avg_lum'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8f2ff485",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q6\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "79301a0f",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Food for thought:** Recall that the `stellar_luminosity` values of the `Star` objects are represented in units of the logarithm of the Sun's luminosity. What does this difference in `stellar_luminosity` signify?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ab56e581",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Food for thought is an entirely OPTIONAL exercise\n",
+    "# you may leave your thoughts here as a comment if you wish to\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "02339fe5",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "Just as the different classes of `Star` objects have different **average luminosities**, they also have different **average densities**. This difference will be easier to visualize as a **scatter plot**.\n",
+    "\n",
+    "However, before you can do that, there is a minor hurdle you need to overcome - we do **not** have the *stellar density* data available for the `Star` objects in our dataset. However, we do have `stellar_mass` and `stellar_radius` data, which allows us to **compute** the *stellar density*. Since the `stellar_mass` and `stellar_radius` data is stored in units of the Sun's mass and radius respectively, we can compute the *stellar density* (i.e., density of the `Star` in units of the Sun's density) as follows:\n",
+    "\n",
+    "$$\\texttt{stellar density} = \\frac{\\texttt{stellar mass}}{(\\texttt{stellar radius})^{3}}.$$"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "78b78ab5",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 7:** Create a **scatter plot** representing the *stellar density* (on the **x-axis**) against the `stellar_luminosity` (on the **y-axis**) of each `Star` object of **each class** in `star_classes`.\n",
+    "\n",
+    "You **must** ignore all `Star` objects with **missing** `stellar_mass`, `stellar_radius`, or `stellar_luminosity` data.\n",
+    "\n",
+    "You **must** first compute two **dictionaries**. The **keys** of both dictionaries must be the different **star classes**, and the corresponding values must be the **list** of **densities** and **list** of **luminosities** of `Star` objects of that **star class**. Then, you **must** use `plot_scatter_multiple` to plot the **density** against the **luminosity** of each **star class**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "77d6cfdf",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the dictionaries 'density_dict', and 'lum_dict'\n",
+    "# do NOT plot just yet\n",
+    "\n",
+    "# TODO: initialize the two dictionaries 'density_dict', and 'lum_dict'\n",
+    "# TODO: loop through each 'star_class' in 'star_classes'\n",
+    "    # TODO: add the 'star_class' to 'density_dict' and 'lum_dict'\n",
+    "    # TODO: loop through each 'star' in the 'star_class'\n",
+    "        # TODO: skip 'star' if mass, radius, or luminosity data is missing\n",
+    "        # TODO: otherwise add the luminosity to the correct key of 'lum_dict'\n",
+    "        # TODO: compute the density and add to the correct key of 'density_dict'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2e5b9557",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q7\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bffc9238",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "Now, **plot** `density_dict` and `lum_dict` as **scatter plot** with the **x-axis** labelled *Density*, and the **y-axis** labelled *Luminosity*.\n",
+    "\n",
+    "**Important Warning:** `p11_test.py` can check that the **dictionaries** are correct, but it **cannot** check if your plot appears on the screen, or whether the axes are correctly labelled. If your plot is not visible, or if it is not properly labelled, the Gradescope autograder will **deduct points**.\n",
+    "\n",
+    "Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q7.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "20f5a5e6",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q7.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b62d02d8",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Hint:** If the `grader.export` cell fails to run because the file size is too large, you can delete the plot above to reduce the size of your notebook. Make sure your plot matches the plot above, before you do so."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "83e151a2",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# plot 'density_dict' and 'lum_dict'\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "92eedc9b",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Food for thought:** As you can see, there are **two** extreme outliers with a very high density. If you are interested, you can try to find out the names of these stars, and why they have such extremely high densities (and low luminosities). What (incorrect) assumption did we make when we classified the `Star` objects in `star_classes`? Can you suggest a more accurate way of classifying the stars now?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a3620a11",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Food for thought is an entirely OPTIONAL exercise\n",
+    "# you may leave your thoughts here as a comment if you wish to\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0953cc13",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "As you can see, almost all the `Star` objects have low *stellar density*, and the presence of a few extreme outliers is obscuring our view of the other `Star` objects. In fact, it turns out that there are only *27* `Star` objects in the dataset with a *stellar density* **greater than** *25*. We could get a much clearer view of the relationship between *stellar density* and `stellar_luminosity` if we did **not** plot these outliers."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4eae2b3d",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 8:** Create the same **scatter plot** as above, but exclude stars with *stellar density* **more than** *25*.\n",
+    "\n",
+    "You **must** ignore all `Star` objects with **missing** `stellar_mass`, `stellar_radius`, or `stellar_luminosity` data. You **must** also ignore all `Star` objects with *stellar density* more than *25*.\n",
+    "\n",
+    "You **must** first compute two **dictionaries**. The **keys** of both dictionaries must be the different **star classes**, and the corresponding values must be the **list** of **densities** and **list** of **luminosities** of `Star` objects of that **star class**. Then, you **must** use `plot_scatter_multiple` to plot the **density** against the **luminosity** of each **star class**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "be407b6b",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the dictionaries 'density_dict_no_outliers', and 'lum_dict_no_outliers'\n",
+    "# do NOT plot just yet\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a107dd3a",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q8\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "86b7feaa",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "Now, **plot** `density_dict_no_outliers` and `lum_dict_no_outliers` as **scatter plot** with the **x-axis** labelled *Density*, and the **y-axis** labelled *Luminosity*.\n",
+    "\n",
+    "**Important Warning:** `p11_test.py` can check that the **dictionaries** are correct, but it **cannot** check if your plot appears on the screen, or whether the axes are correctly labelled. If your plot is not visible, or if it is not properly labelled, the Gradescope autograder will **deduct points**.\n",
+    "\n",
+    "Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q8.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "0cfa5a58",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q8.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1654a915",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Hint:** If the `grader.export` cell fails to run because the file size is too large, you can delete the plot above to reduce the size of your notebook. Make sure your plot matches the plot above, before you do so."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cae6d923",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# plot 'density_dict_no_outliers' and 'lum_dict_no_outliers'\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5971f12e",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Food for thought:** Can you guess the relationship between **density** and **luminosity**? Can you spot the `Star` objects in this graph which will end up as White Dwarfs and Neutron Stars? Do they appear to follow the same relationship as the Red Giants? How do they compare to the outliers you found in Question 7?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "612c5af3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Food for thought is an entirely OPTIONAL exercise\n",
+    "# you may leave your thoughts here as a comment if you wish to\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6ab6ffc0",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "### Hertzsprung–Russell Diagram:\n",
+    "\n",
+    "The [Hertzsprung–Russell diagram](https://en.wikipedia.org/wiki/Hertzsprung%E2%80%93Russell_diagram) is a scatter plot of stars showing the relationship between the stars' `stellar_luminosity` versus their `stellar_effective_temperature`. The diagram is exceedingly useful for understanding the stellar evolution of stars. We will now use the data we have available to plot this diagram ourselves, so we can better understand stellar evolution.\n",
+    "\n",
+    "We want to plot the `stellar_effective_temperature` against the `stellar_luminosity`, but more importantly, we will use the **color** and **size** parameters to represent the `stellar_age` and `stellar_mass` of the `Star` objects as well. This will allow us to see the effects of `stellar_age` and `stellar_mass` on `stellar_effective_temperature` and `stellar_luminosity`."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "81821656",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 9**: Create a **scatter plot** representing the `stellar_effective_temperature` (on the **x-axis**) against the `stellar_luminosity` (on the **y-axis**) of each `Star` object in `stars_dict`. Moreover, represent the `stellar_age` of each `Star` object using the **color** and represent the `stellar_mass` of each `Star` object using the **size** of the star.\n",
+    "\n",
+    "You **must** first compute four **lists** containing the `stellar_effective_temperature`, `stellar_luminosity`, `stellar_age` and the `stellar_mass` of each `Star` object (which has **all** the data available). You **must** ignore any `Star` object which has any of these four attributes **missing**. Then, you **must** use `plot_scatter` to plot the `stellar_effective_temperature` against the `stellar_luminosity` with the `stellar_age` as the **color** and the `stellar_mass` as the **size** of the points."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "754474ba",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# first compute and store the lists 'temp_list', 'lum_list', 'age_list', and 'mass_list'\n",
+    "# do NOT plot just yet\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "75da5527",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q9\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "10b57c2c",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "Now, **plot** `temp_list` and `lum_list` as **scatter plot** with the **x-axis** labelled *Effective Temperature*, and the **y-axis** labelled *Luminosity*, **colored** using `age_list`, and **sized** using `mass_list`. Your plot should look like this:"
+   ]
+  },
+  {
+   "attachments": {
+    "q9.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "9cb3e453",
+   "metadata": {},
+   "source": [
+    "<div><img src=\"attachment:q9.png\" width=\"400\"/></div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "11ce5436",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Hint:** If the `grader.export` cell fails to run because the file size is too large, you can delete the plot above to reduce the size of your notebook. Make sure your plot matches the plot above, before you do so."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "083516bc",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# plot 'temp_list' and 'lum_list' with 'age_list' as colors and 'mass_list' as sizes\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6bfe07c5",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Food for thought:** Can you tell if there is any relationship between the **temperature**, **luminosity**, **age**, and **mass** of the stars? You might want to remove the outliers with the extremely high `stellar_effective_temperature` to get a better view of the diagram. What effect does the **age** seem to have on the **temperature**? Recall that a **lighter** color implies that the value is higher, while a **darker** color implies that the value is lower. What effect does the **mass** have?\n",
+    "\n",
+    "**Food for thought:** Notice that there are **two distinct** *clusters* of points in this diagram. If you are interested, look up more information on the Hertzsprung–Russell Diagram to understand what these clusters are. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4049df31",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Food for thought is an entirely OPTIONAL exercise\n",
+    "# you may leave your thoughts here as a comment if you wish to\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fead22b9",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "### Recursion:\n",
+    "\n",
+    "You are not done exploring the dataset, and you have more questions left to answer. However, something more important has happened! We have managed to find the data from the corrupted json file (`mapping_5.json`)!\n",
+    "\n",
+    "If you will recall, when we were parsing the files in P10, we found that `mapping_5.json` was **broken**, and we couldn't read it. Therefore, we had no choice but to leave all the planets in `planets_5.csv` out of our analysis. Luckily for you now, the data has shown up intact in the directory `broken_data`. Unfortunately, the data is now no longer stored in a single file, but has been **split up** into **multiple files** and stored in **different subdirectories**.\n",
+    "\n",
+    "You will now create a function to help parse all the data stored within this directory."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f1ae6161",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "### Function 1:  `get_all_paths_in(directory)`\n",
+    "\n",
+    "You **must** write this function that takes in the **relative path** of a `directory` as its input, and returns a **list** of **relative paths** of all the **files** inside `directory` and its subdirectories.\n",
+    "\n",
+    "In other words, if a directory `sample_data` looks like this:\n",
+    "```\n",
+    "+-- sample_data\n",
+    "|   +-- .DS_Store\n",
+    "|   +-- file_1.json\n",
+    "|   +-- sample_1\n",
+    "|   |   +-- .ipynb_checkpoints\n",
+    "|   |   +-- file_2.json\n",
+    "|   |   +-- file_3.json\n",
+    "|   +-- sample_2\n",
+    "|   |   +-- file_4.json\n",
+    "|   |   +-- sample_3\n",
+    "|   |   |   +-- .DS_Store\n",
+    "|   |   |   +-- file_5.json\n",
+    "```\n",
+    "\n",
+    "then the output of the function call `get_all_paths_in(\"sample_data\")` **must** be a **list** containing the **relative paths** of the files `file_1.json`, `files_2.json`, `file_3.json`, `file_4.json`, and `file_5.json`.\n",
+    "\n",
+    "You **must** **ignore** all files that start with `\".\"`, and your output **must** be **explicitly** sorted in **alphabetical** order.\n",
+    "\n",
+    "**Important Warning:** You **must** write a **recursive** function here. You are **only allowed** to use the functions from the `os` module, which have been covered in lecture. Here is a list of these functions (you will only need a few of these functions to define `get_all_paths_in`):\n",
+    "* `os.mkdir`\n",
+    "* `os.path.join`\n",
+    "* `os.listdir`\n",
+    "* `os.path.exists`\n",
+    "* `os.path.isfile`\n",
+    "* `os.path.isdir`\n",
+    "\n",
+    "You may copy/paste this function from Lab-P11 if you finished writing it there."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a130d131",
+   "metadata": {
+    "lines_to_next_cell": 0,
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# define the function 'get_all_paths_in' here\n",
+    "\n",
+    "def get_all_paths_in(directory):\n",
+    "    '''get_all_paths_in(directory) recursively \n",
+    "    explores that directory for any files, \n",
+    "    and returns a list of paths to \n",
+    "    files inside that directory'''\n",
+    "    pass # replace with your code"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8f41ef03",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 10:** What are the **paths** of the files in the `others` directory of the `broken_data` directory?\n",
+    "\n",
+    "Your output **must** be a **list** of **relative paths**. You **must** answer this question by calling the `get_paths_in` function.\n",
+    "\n",
+    "**Warning:** Remember that you **must** only use `os.path.join` to create paths."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "01f3f63c",
+   "metadata": {
+    "lines_to_next_cell": 0,
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'broken_data_others', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f2160349",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q10\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "07654de9",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 11:** What are the **paths** of the files in the `kepler_100s` directory of the `keplers` directory of the `broken_data` directory?\n",
+    "\n",
+    "Your output **must** be a **list** of **relative paths**. You **must** answer this question by calling the `get_all_paths_in` function.\n",
+    "\n",
+    "**Hint:** You can pass multiple **strings** as arguments to `os.path.join` to join them together at the same time. For example, to get the path of the required directory here, you could say\n",
+    "```python\n",
+    "os.path.join(\"broken_data\", \"keplers\", \"kepler_100s\")\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ad4dd966",
+   "metadata": {
+    "lines_to_next_cell": 0,
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'broken_data_keplers_kepler_100s', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d8355b47",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q11\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "aa27e529",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 12:** What are the **paths** of the files in the `others` directory of the `kepler_10s` directory of the `keplers` directory of the `broken_data` directory?\n",
+    "\n",
+    "Your output **must** be a **list** of **relative paths**. You **must** answer this question by calling the `get_all_paths_in` function."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "357f1c40",
+   "metadata": {
+    "lines_to_next_cell": 0,
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'broken_data_keplers_kepler_10s_others', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b51022f4",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q12\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "09720497",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 13:** What are the **paths** of the files in the `broken_data` directory?\n",
+    "\n",
+    "Your output **must** be a **list** of **relative paths**. You **must** answer this question by calling the `get_paths_in` function."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "91ff6f82",
+   "metadata": {
+    "lines_to_next_cell": 0,
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'broken_data', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4ebea45e",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q13\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "11b1c93e",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "### Data Structure 2: `all_planets_list`\n",
+    "\n",
+    "We want to read the data that is stored inside the directory `broken_data`. We already have a function `get_planets` (from P10) which can read a CSV file and a JSON file and combine them to create a **list** of `Planet` objects. So, we can repeatedly call `get_planets` on the CSV file `planets_5.csv` and each of the JSON files inside `broken_data` to get a **list** of `Planet` objects of **all** the planets in `planets_5.csv`.\n",
+    "\n",
+    "You **must** **create** the **list** `all_planets_list` by adding in all `Planet` objects from `planets_list`, and then also adding in the `Planet` objects in `planets_5.csv` and the directory `broken_data`.\n",
+    "\n",
+    "**Hint:** You should loop through every file in the list `broken_data`, and use `get_planets` on `planets_5.csv` (inside the `data` directory), and this file (from the loop) to create a list of `Planet` objects, and then **extend** `all_planets_list` by the list of new `Planet` objects.\n",
+    "\n",
+    "**Warning:** Do **not** update the value of the **list** `planets_list` when you do this. Otherwise, your answers to some of the previous questions will become incorrect. Instead, make sure that the new `Planet` objects are only added to `all_planets_list` and **not** to `planets_list`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a435d9f5",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# create the variable 'all_planets_list' here,\n",
+    "# but do NOT display the variable at the end\n",
+    "\n",
+    "# TODO: initialize 'all_planets_list'\n",
+    "# TODO: add the planets in 'planets_list' to 'all_planets_list'\n",
+    "# TODO: loop through all paths in 'broken_data'\n",
+    "    # TODO: use 'get_planets' to get the planets in this file and add them to 'all_planets_list'"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "911bfcfb",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "You can verify that you have not made any mistakes by confirming that `all_planets_list` now has *5296* `Planet` objects in it."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f3d141d6",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "### Exploring habitability of exoplanets:\n",
+    "\n",
+    "Now that we have gathered the data on all the `Planet` objects, we are ready to have some fun with this dataset. Over the course of the rest of this project, we will try to find out if there are any planets in our dataset which could potentially support human habitation. Naturally, using the available data, we cannot say with any certainty that any particular planet is habitable, but we *can* say with some confidence when a planet is **not** habitable (notwithstanding major technological gains). That is exactly what we will do now."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e0889e18",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "#### Surface Gravitational Force:\n",
+    "\n",
+    "It seems reasonable to expect that for humans to be able to survive on a planet, the gravitational force of the planet on its surface is not too different from that of the Earth.\n",
+    "\n",
+    "We note that the `planet_mass` and `planet_radius` attributes of the `Planet` objects stores these values in units of the mass of the Earth, and the radius of the Earth respectively. So, the **ratio** of the gravitational force experienced on the surface of a given planet to the force experienced on the surface of the Earth can be computed as:\n",
+    "\n",
+    "$$\\frac{g_{\\texttt{planet}}}{g_{\\texttt{earth}}} = \\frac{\\texttt{planet mass}}{\\texttt{planet radius}^{2}}$$\n",
+    "\n",
+    "So, a **ratio** greater than 1 would imply that a person on the planet's surface would experience a greater force due to gravity than on Earth, while a value lower than 1 would imply that a person on the planet's surface would experience a lesser force due to gravity than on Earth."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7dbadb7d",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "### Function 2: `get_surface_gravity(planet)`\n",
+    "\n",
+    "You **must** define this function which takes in a `Planet` object as its input, and then **returns** the **ratio** of the gravitational force experienced on the surface of a given planet to the force experienced on the surface of the Earth. If either the `planet_mass` or `planet_radius` data is **missing**, then your function **must** return `None`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3cc2ca9d",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# define the function 'get_surface_gravity' here\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1dd10e21",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 14:** What is the **ratio** of gravitational force experienced on the surface of the planet *GJ 674 b* to the gravitational force experienced on the surface of the Earth?\n",
+    "\n",
+    "You will have to first loop through `all_planets_list` to identify the correct `Planet` object. Remember to `break` out of your loop after you identify the correct `Planet` object."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "31a2acd6",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'gj_674_b_gravity', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ac1615c6",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q14\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4ba91170",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "#### Distance to the star:\n",
+    "\n",
+    "Planets follow **elliptical** orbits around their host star. The `eccentricity` of a planet's orbit is a number that measures *how* elliptical the orbit is. An eccentricity of *0* would imply that the orbit is in fact perfectly circular, while an eccentricity close to *1* would imply that the orbit is very skewed and elliptical. As you may expect, if a planet has a highly eccentric orbit, its distance to its host star would vary wildly, leading to a highly variable climate. To determine if a planet could support human habitation, it is therefore important to know the closest and shortest distances between the planet and its host star.\n",
+    "\n",
+    "We can compute these quantities using the attributes `eccentricity` and `semi_major_radius` of each `Planet` object. These distances can be computed as:\n",
+    "\n",
+    "$$\\texttt{shortest distance} = \\texttt{semi major radius} \\times (1 - \\texttt{abs}(\\texttt{eccentricity}))$$\n",
+    "\n",
+    "$$\\texttt{longest distance} = \\texttt{semi major radius} \\times (1 + \\texttt{abs}(\\texttt{eccentricity}))$$"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b1e09a85",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "### Function 3: `get_distances_to_star(planet)`\n",
+    "\n",
+    "You **must** define this function which takes in a `Planet` object as its input, and then **returns** a **list** of two **floats**. The first float should be the **shortest distance** of the `Planet` object to its host star, and the second float should be the **longest distance** to its host star. If either the `eccentricity` or `semi_major_radius` data of the `Planet` is missing, then the function **must** return `None`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9e4a9f53",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# define the function 'get_distances_to_star' here\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7d3f0217",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 15:** Find the **shortest** and **longest** distances for the planet *b Cen AB b* to its host star.\n",
+    "\n",
+    "Your output **must** be a **list** of two **floats** representing the **shortest** and **longest** distances to its host star. Remember to `break` out of your loop after you identify the correct `Planet` object."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e0fb3e1b",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'distances_to_star_b_cen_ab_b', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f192021a",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q15\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7bfdd98c",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "#### Presence of Liquid Water :\n",
+    "\n",
+    "It is safe to say that planets which cannot sustain liquid are inhabitable. While we do not have any data on whether the `Planet` objects in our dataset have naturally occurring water, we are able to determine whether the planet can *support* liquid water based on its distance to its host star, and the luminosity of this star. \n",
+    "\n",
+    "Astronomers have [computed](https://pubmed.ncbi.nlm.nih.gov/11536936/) that for Earth-like planets, there is a certain range of distances that a planet can have to its host star, which depends on the `luminosity` of the star, within which, water on the planet's surface can stay in liquid form. These distances are as follows:\n",
+    "\n",
+    "$$\\texttt{liquid water shortest dist} = \\sqrt{\\frac{\\texttt{absolute luminosity}}{1.15}}$$\n",
+    "\n",
+    "$$\\texttt{liquid water longest dist} = \\sqrt{\\frac{\\texttt{absolute luminosity}}{0.53}}$$\n",
+    "\n",
+    "In our dataset, the `stellar_luminosity` is stored in units of the logarithm of the absolute luminosity. So, the distances can be computed from our dataset as follows:\n",
+    "\n",
+    "$$\\texttt{liquid water shortest dist} = \\sqrt{\\frac{10^{\\texttt{stellar luminosity}}}{1.15}}$$\n",
+    "\n",
+    "$$\\texttt{liquid water longest dist} = \\sqrt{\\frac{10^{\\texttt{stellar luminosity}}}{0.53}}$$"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c2d5e010",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "### Function 4: `get_liquid_water_distances(planet)`\n",
+    "\n",
+    "You **must** define this function which takes in a `Planet` object as its input, and then **returns** a **list** of two **floats**. The first float should be the **shortest distance** the `Planet` object can be to its host star while being able to support liquid water, and the second float should be the **longest distance** it can be to its host star while being able to support liquid water. If the `stellar_luminosity` data of the host `Star` object is missing, then the function **must** return `None`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a08953c3",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# define the function 'get_liquid_water_distances' here\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7d13e19f",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 16:** Find the **shortest** and **longest** distances for the planet *Kepler-197 e* from its host star, at which it can support liquid water.\n",
+    "\n",
+    "Your output **must** be a **list** of two **floats** representing the **shortest** and **longest** distances that the planet can be from its host star and still support liquid water. Remember to `break` out of your loop after you identify the correct `Planet` object."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1737f595",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'liquid_water_distances_kepler_197_e', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f03ef2c5",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q16\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ab3a05c1",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 17:** **List** the names (`planet_name`) of all the `Planet` objects which can support liquid water when they are at **both** their **shortest** and **longest** distances to their host star.\n",
+    "\n",
+    "Your output **must** be a **list**. You **must** ignore `Planet` objects with missing `eccentricity`, or `semi_major_radius` data and planets whose host `Star` has missing `stellar_luminosity` data.\n",
+    "\n",
+    "**Hint:** You can find the actual shortest and longest distances of the planet with the `get_distances_to_star` function, and the shortest and longest distances at which liquid water can be supported with the `get_liquid_water_distances` function. You must consider `Planet` objects for which the actual distances to their host star lie **within** the distances at which liquid water can be supported."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "98679d66",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'planets_with_liquid_water', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cd1288c4",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q17\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4e9ed643",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "#### Surface temperature:\n",
+    "\n",
+    "The temperature on the surface of the planet is another important criteria for deciding whether a planet is habitable. The `equilibrium_temperature` of a `Planet` is the temperature that the planet would be, if it were a [black body](https://en.wikipedia.org/wiki/Black_body) (i.e., if it were able to absorb all the radiation it receives from its host star). However, most planets are not perfect black bodies and reflect some of the radiation that they receive from their host star. Astronomers use the quantity [albedo](https://en.wikipedia.org/wiki/Albedo) to measure how much radiation is reflected by the planet. An albedo of *0* implies that the planet is a perfect black body which absorbs all its radiation, while an albedo of *1* implies that the planet is perfectly reflective, and does not retain any radiation. In the real world, most planets have an albedo value between *0* and *0.5*.\n",
+    "\n",
+    "Using the albedo of a planet, we can compute the temperature on the surface of a planet as follows\n",
+    "\n",
+    "$$ \\texttt{surface temperature} = \\left(1- \\texttt{albedo}\\right) ^{1/4} \\times \\texttt{equilibrium temperature}$$\n",
+    "\n",
+    "Unfortunately, we do **not** have the albedo values of the `Planet` objects in our dataset. So, we will instead make some educated guesses and find the **maximum** and **minimum** surface temperatures, assuming that the albedo is within the range of *0* to *0.5* (which is known to be the case for most planets)."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "179e1e21",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "### Function 5: `get_surface_temperatures(planet)`\n",
+    "\n",
+    "You **must** define this function which takes in a `Planet` object as its input, and then **returns** a **list** of two **floats**. The first float should be the **minimum surface temperature** of the `Planet` object (which can be computed by assuming a **albedo** value of *0.5*), and the second float should be the **maximum surface temperature** (which can be computed by assuming a **albedo** value of *0.0*). If the `equilibrium_temperature` data of the `Planet` is missing, then the function **must** return `None`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a6aea194",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# define the function 'get_surface_temperatures' here\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "edd6799a",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 18:** Find the **minimum** and **maximum** surface temperatures for the planet *HD 20794 d*.\n",
+    "\n",
+    "Your output **must** be a **list** of two **floats** representing the **minimum** and **maximum** surface temperatures. Remember to `break` out of your loop after you identify the correct `Planet` object."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7f9441f0",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'surface_temp_hd_20794_d', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "06946336",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q18\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9f7a7a91",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 19:** **List** the names (`planet_name`) of all the `Planet` objects whose **minimum surface temperature** is **greater** than *263* (Kelvin) and **maximum surface temperature** is **less** than *323* (Kelvin).\n",
+    "\n",
+    "Your output **must** be a **list**. You **must** ignore `Planet` objects with missing `equilibrium_temperature` data."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "324d99ec",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'pleasant_planets', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4693a0f8",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q19\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "51ca008e",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "#### Putting it all together:\n",
+    "\n",
+    "We are finally ready to combine all our various criteria of habitability to make a list of planets which satisfy all the criteria above, and could potentially be habitable. Unsurprisingly, if we are too strict with our expectations, no planets in the dataset will meet them. So, allowing for some technological improvements in the future, we will make more modest requests of the planets in our dataset."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3e66e8ae",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Question 20:** List the `planet_name` of all the `Planet` objects which satisfy the criteria below:\n",
+    "\n",
+    "1. The gravitational force experienced on the surface of the `Planet` must be **greater** than *0.75* and **less** than *1.25* times that of the Earth.\n",
+    "2. The planet must always **lie within** the range at which it is able to support liquid water.\n",
+    "3. The **minimum** surface temperature must be **greater** than *200* and the **maximum** surface temperature must be **less** than *350*.\n",
+    "\n",
+    "Your output **must** be a **list** of **strings**. You **must** ignore any `Planet` objects for which you cannot determine if any of these criteria are met."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1cf640af",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# compute and store the answer in the variable 'habitable_planets', then display it\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8dd8c119",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "grader.check(\"q20\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "45ae4920",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "**Food for thought:** If you are interested, you can play around these values more, and introduce more stringent requirements to try and find the single **most** habitable planet."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cf34faa6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Food for thought is an entirely OPTIONAL exercise\n",
+    "# you may leave your thoughts here as a comment if you wish to\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2da7b928",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "## Submission\n",
+    "Make sure you have run all cells in your notebook in order before running the following cells, so that all images/graphs appear in the output. The following cells will generate a zip file for you to submit.\n",
+    "\n",
+    "**SUBMISSION INSTRUCTIONS**:\n",
+    "1. **Upload** the zipfile to Gradescope.\n",
+    "2. Check **Gradescope otter** results as soon as the auto-grader execution gets completed. Don't worry about the score showing up as -/100.0. You only need to check that the test cases passed."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0c761ae0",
+   "metadata": {
+    "cell_type": "code",
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "from IPython.display import display, Javascript\n",
+    "display(Javascript('IPython.notebook.save_checkpoint();'))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2b197211",
+   "metadata": {
+    "cell_type": "code",
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "!jupytext --to py p11.ipynb"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e5d29bc0",
+   "metadata": {
+    "cell_type": "code",
+    "deletable": false,
+    "editable": false
+   },
+   "outputs": [],
+   "source": [
+    "p11_test.check_file_size(\"p11.ipynb\")\n",
+    "grader.export(pdf=False, run_tests=True, files=[py_filename])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3e400d2c",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    " "
+   ]
+  }
+ ],
+ "metadata": {
+  "jupytext": {
+   "cell_metadata_filter": "-all",
+   "encoding": "# coding: utf-8",
+   "executable": "/usr/bin/env python",
+   "notebook_metadata_filter": "-all"
+  },
+  "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": "3.9.13"
+  },
+  "otter": {
+   "OK_FORMAT": true,
+   "tests": {
+    "q1": {
+     "name": "q1",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q1\", ratios_gj9827)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q10": {
+     "name": "q10",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q10\", broken_data_others)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q11": {
+     "name": "q11",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q11\", broken_data_keplers_kepler_100s)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q12": {
+     "name": "q12",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q12\", broken_data_keplers_kepler_10s_others)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q13": {
+     "name": "q13",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q13\", broken_data)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q14": {
+     "name": "q14",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q14\", gj_674_b_gravity)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q15": {
+     "name": "q15",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q15\", distances_to_star_b_cen_ab_b)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q16": {
+     "name": "q16",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q16\", liquid_water_distances_kepler_197_e)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q17": {
+     "name": "q17",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q17\", planets_with_liquid_water)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q18": {
+     "name": "q18",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q18\", surface_temp_hd_20794_d)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q19": {
+     "name": "q19",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q19\", pleasant_planets)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q2": {
+     "name": "q2",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q2\", coeff_gj9827)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q20": {
+     "name": "q20",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q20\", habitable_planets)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q3": {
+     "name": "q3",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q3\", percentage_change)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q4": {
+     "name": "q4",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q4\", {'flux_list': flux_list, 'temp_4th_power_list': temp_4th_power_list})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q5": {
+     "name": "q5",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q5\", {'flux_list_no_outliers': flux_list_no_outliers, 'temp_4th_power_list_no_outliers': temp_4th_power_list_no_outliers})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q6": {
+     "name": "q6",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q6\", star_classes_avg_lum)\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q7": {
+     "name": "q7",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q7\", {'density_dict': density_dict, 'lum_dict': lum_dict})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q8": {
+     "name": "q8",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q8\", {'density_dict_no_outliers': density_dict_no_outliers, 'lum_dict_no_outliers': lum_dict_no_outliers})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    },
+    "q9": {
+     "name": "q9",
+     "points": 5,
+     "suites": [
+      {
+       "cases": [
+        {
+         "code": ">>> p11_test.check(\"q9\", {'temp_list': temp_list, 'lum_list': lum_list, 'age_list': age_list, 'mass_list': mass_list})\nTrue",
+         "hidden": false,
+         "locked": false
+        }
+       ],
+       "scored": true,
+       "setup": "",
+       "teardown": "",
+       "type": "doctest"
+      }
+     ]
+    }
+   }
+  },
+  "vscode": {
+   "interpreter": {
+    "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/p11/p11_plots.json b/p11/p11_plots.json
new file mode 100644
index 0000000..b01dcd9
--- /dev/null
+++ b/p11/p11_plots.json
@@ -0,0 +1,12 @@
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diff --git a/p11/p11_test.py b/p11/p11_test.py
new file mode 100644
index 0000000..c3a4266
--- /dev/null
+++ b/p11/p11_test.py
@@ -0,0 +1,479 @@
+#!/usr/bin/python
+import os, json, math
+from collections import namedtuple
+
+MAX_FILE_SIZE = 500 # units - KB
+REL_TOL = 6e-04  # relative tolerance for floats
+ABS_TOL = 15e-03  # absolute tolerance for floats
+
+PASS = "PASS"
+
+TEXT_FORMAT = "text"  # question type when expected answer is a str, int, float, or bool
+TEXT_FORMAT_NAMEDTUPLE = "text namedtuple"  # question type when expected answer is a namedtuple
+TEXT_FORMAT_UNORDERED_LIST = "text list_unordered"  # question type when the expected answer is a list where the order does *not* matter
+TEXT_FORMAT_ORDERED_LIST = "text list_ordered"  # question type when the expected answer is a list where the order does matter
+TEXT_FORMAT_SPECIAL_ORDERED_LIST = "text list_special_ordered"  # question type when the expected answer is a list where order does matter, but with possible ties. Elements are ordered according to values in special_ordered_json (with ties allowed)
+TEXT_FORMAT_DICT = "text dict"  # question type when the expected answer is a dictionary
+PNG_FORMAT_SCATTER = "png scatter" # question type when the expected answer is a scatter plot
+
+
+def return_expected_json():
+    f = open("p11_plots.json", encoding='utf-8')
+    plots_data = json.load(f)
+    f.close()
+    expected_json =    {"1": (TEXT_FORMAT_ORDERED_LIST, [219971.31454007205, 220096.664979353, 220049.70437075992]),
+                        "2": (TEXT_FORMAT, 0.00028780552063892534),
+                        "3": (TEXT_FORMAT, -0.607886435301983),
+                        "4": (PNG_FORMAT_SCATTER, plots_data["4"]),
+                        "5": (PNG_FORMAT_SCATTER, plots_data["5"]),
+                        "6": (TEXT_FORMAT_DICT, {'Red Giant': -0.01889128094725505,
+                                                'White Dwarf': 2.787333333333333,
+                                                'Neutron Star': 2.86}),
+                        "7": (PNG_FORMAT_SCATTER,plots_data["7"]),
+                        "8": (PNG_FORMAT_SCATTER, plots_data["8"]),
+                        "9": (PNG_FORMAT_SCATTER, plots_data["9"]),
+                        "10": (TEXT_FORMAT_ORDERED_LIST, [os.path.join("broken_data", "others", "gjs.json"),
+                                                        os.path.join("broken_data", "others", "others.json"),
+                                                        os.path.join("broken_data", "others", "tois", "tois.json")]),
+                        "11": (TEXT_FORMAT_ORDERED_LIST, [os.path.join("broken_data", "keplers", "kepler_100s", "kepler_100s", "kepler_100s", "kepler_100s.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_100s", "kepler_100s", "others.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_100s", "kepler_200s", "kepler_220s.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_100s", "kepler_200s", "kepler_290s.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_100s", "kepler_200s", "others", "others.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_100s", "others.json")]),
+                        "12": (TEXT_FORMAT_ORDERED_LIST, [os.path.join("broken_data", "keplers", "kepler_10s", "others", "kepler_20s.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_10s", "others", "kepler_30s.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_10s", "others", "others.json")]),
+                        "13": (TEXT_FORMAT_ORDERED_LIST, [os.path.join("broken_data", "hds", "hd_10000s", "hd_10000s.json"),
+                                                        os.path.join("broken_data", "hds", "others.json"),
+                                                        os.path.join("broken_data", "k2s.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_100s", "kepler_100s", "kepler_100s", "kepler_100s.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_100s", "kepler_100s", "others.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_100s", "kepler_200s", "kepler_220s.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_100s", "kepler_200s", "kepler_290s.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_100s", "kepler_200s", "others", "others.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_100s", "others.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_10s", "kepler_80s", "kepler_80s.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_10s", "others", "kepler_20s.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_10s", "others", "kepler_30s.json"),
+                                                        os.path.join("broken_data", "keplers", "kepler_10s", "others", "others.json"),
+                                                        os.path.join("broken_data", "keplers", "others", "others.json"),
+                                                        os.path.join("broken_data", "others", "gjs.json"),
+                                                        os.path.join("broken_data", "others", "others.json"),
+                                                        os.path.join("broken_data", "others", "tois", "tois.json")]),
+                        "14": (TEXT_FORMAT, 1.0000991982973964),
+                        "15": (TEXT_FORMAT_ORDERED_LIST, [333.59999999999997, 778.4]),
+                        "16": (TEXT_FORMAT_ORDERED_LIST, [1.204068181137186, 1.7736260760497164]),
+                        "17": (TEXT_FORMAT_UNORDERED_LIST, ['GJ 422 b',
+                                                        'HD 10697 b',
+                                                        'HD 111998 b',
+                                                        'HD 114729 b',
+                                                        'HD 145934 b',
+                                                        'HD 17674 b',
+                                                        'HD 188015 b',
+                                                        'HD 564 b',
+                                                        'Kepler-1341 b',
+                                                        'Kepler-1410 b',
+                                                        'Kepler-1540 b',
+                                                        'Kepler-1544 b',
+                                                        'Kepler-1554 b',
+                                                        'Kepler-1593 b',
+                                                        'Kepler-1628 b',
+                                                        'Kepler-1647 b',
+                                                        'Kepler-1652 b',
+                                                        'Kepler-1653 b',
+                                                        'Kepler-1661 b',
+                                                        'Kepler-1690 b',
+                                                        'Kepler-1868 b',
+                                                        'Kepler-22 b',
+                                                        'Kepler-442 b',
+                                                        'Kepler-443 b',
+                                                        'Kepler-452 b',
+                                                        'Kepler-453 b',
+                                                        'Kepler-705 b',
+                                                        'Proxima Cen b',
+                                                        'HD 159868 b',
+                                                        'HD 28185 b',
+                                                        'HD 45364 c',
+                                                        'Kepler-1086 c',
+                                                        'Kepler-1143 c',
+                                                        'Kepler-155 c',
+                                                        'Kepler-283 c',
+                                                        'Kepler-553 c',
+                                                        'Kepler-712 c',
+                                                        "Teegarden's Star b",
+                                                        'Kepler-174 d',
+                                                        'Kepler-47 c',
+                                                        'Kepler-68 d',
+                                                        'HD 34445 f',
+                                                        'HD 160691 b',
+                                                        'HD 191939 g',
+                                                        'GJ 667 C c',
+                                                        'GJ 667 C f',
+                                                        'TRAPPIST-1 d',
+                                                        'TRAPPIST-1 e',
+                                                        'TOI-700 d']),
+                        "18": (TEXT_FORMAT_ORDERED_LIST, [326.2678091184412, 388.0]),
+                        "19": (TEXT_FORMAT_UNORDERED_LIST, ['K2-323 b',
+                                                        'K2-9 b',
+                                                        'Kepler-1503 b',
+                                                        'Kepler-1512 b',
+                                                        'Kepler-505 b',
+                                                        'Kepler-577 b',
+                                                        'TOI-4562 b',
+                                                        'EPIC 212737443 c',
+                                                        'GJ 3929 c',
+                                                        'KOI-1783.02',
+                                                        'Kepler-1085 b',
+                                                        'Kepler-436 b',
+                                                        'Kepler-610 c',
+                                                        'Kepler-281 d',
+                                                        'Kepler-351 d',
+                                                        'TOI-712 d',
+                                                        'Kepler-169 f',
+                                                        'Kepler-186 e']),
+                        "20": (TEXT_FORMAT_UNORDERED_LIST, ['Kepler-1341 b',
+                                                            'Kepler-1410 b',
+                                                            'Kepler-1540 b',
+                                                            'Kepler-1544 b',
+                                                            'Kepler-1554 b',
+                                                            'Kepler-1593 b',
+                                                            'Kepler-1628 b',
+                                                            'Kepler-1652 b',
+                                                            'Kepler-1653 b',
+                                                            'Kepler-1661 b',
+                                                            'Kepler-1690 b',
+                                                            'Kepler-452 b',
+                                                            'Kepler-705 b',
+                                                            'Kepler-155 c',
+                                                            'Kepler-283 c',
+                                                            'HD 191939 g',
+                                                            'TRAPPIST-1 e',
+                                                            'TOI-700 d'])}
+    return expected_json
+
+def check_cell(qnum, actual):
+    expected_json = return_expected_json()
+    format, expected = expected_json[qnum[1:]]
+    try:
+        if format == TEXT_FORMAT:
+            return simple_compare(expected, actual)
+        elif format == TEXT_FORMAT_UNORDERED_LIST:
+            return list_compare_unordered(expected, actual)
+        elif format == TEXT_FORMAT_ORDERED_LIST:
+            return list_compare_ordered(expected, actual)
+        elif format == TEXT_FORMAT_DICT:
+            return dict_compare(expected, actual)
+        elif format == TEXT_FORMAT_NAMEDTUPLE:
+            return namedtuple_compare(expected, actual)
+        elif format == PNG_FORMAT_SCATTER:
+            return check_png_scatter(expected, actual)
+        else:
+            if expected != actual:
+                return "expected %s but found %s " % (repr(expected), repr(actual))
+    except:
+        if expected != actual:
+            return "expected %s" % (repr(expected))
+    return PASS
+
+
+
+def simple_compare(expected, actual, complete_msg=True):
+    msg = PASS
+    if type(expected) == type:
+        if expected != actual:
+            if type(actual) == type:
+                msg = "expected %s but found %s" % (expected.__name__, actual.__name__)
+            else:
+                msg = "expected %s but found %s" % (expected.__name__, repr(actual))
+    elif type(expected) != type(actual) and not (type(expected) in [float, int] and type(actual) in [float, int]):
+        msg = "expected to find type %s but found type %s" % (type(expected).__name__, type(actual).__name__)
+    elif type(expected) == float:
+        if not math.isclose(actual, expected, rel_tol=REL_TOL, abs_tol=ABS_TOL):
+            msg = "expected %s" % (repr(expected))
+            if complete_msg:
+                msg = msg + " but found %s" % (repr(actual))
+    else:
+        if expected != actual:
+            msg = "expected %s" % (repr(expected))
+            if complete_msg:
+                msg = msg + " but found %s" % (repr(actual))
+    return msg
+
+namedtuples = ['Star', 'Planet']
+star_attributes = ['spectral_type',
+                  'stellar_effective_temperature',
+                  'stellar_radius',
+                  'stellar_mass',
+                  'stellar_luminosity',
+                  'stellar_surface_gravity',
+                  'stellar_age']
+# Create a namedtuple type, Star
+Star = namedtuple("Star", star_attributes)
+planets_attributes = ['planet_name',
+                     'host_name',
+                     'discovery_method',
+                     'discovery_year',
+                     'controversial_flag',
+                     'orbital_period',
+                     'planet_radius',
+                     'planet_mass',
+                     'semi_major_radius',
+                     'eccentricity',
+                     'equilibrium_temperature',
+                     'insolation_flux']
+# Create a namedtuple type, Planet
+Planet = namedtuple("Planet", planets_attributes)
+
+def namedtuple_compare(expected, actual):
+    msg = PASS
+    try:
+        actual_fields = actual._fields
+    except AttributeError:
+        msg = "expected namedtuple but found %s" % (type(actual).__name__)
+        return msg
+    if type(expected).__name__ != type(actual).__name__:
+        msg = "expected namedtuple %s but found namedtuple %s" % (type(expected).__name__, type(actual).__name__)
+        return msg
+    expected_fields = expected._fields
+    msg = list_compare_ordered(list(expected_fields), list(actual_fields), "namedtuple attributes")
+    if msg != PASS:
+        return msg
+    for field in expected_fields:
+        val = simple_compare(getattr(expected, field), getattr(actual, field))
+        if val != PASS:
+            msg = "at attribute %s of namedtuple %s, " % (field, type(expected).__name__) + val
+            return msg
+    return msg
+
+
+def list_compare_ordered(expected, actual, obj="list"):
+    msg = PASS
+    if type(expected) != type(actual):
+        msg = "expected to find type %s but found type %s" % (type(expected).__name__, type(actual).__name__)
+        return msg
+    for i in range(len(expected)):
+        if i >= len(actual):
+            msg = "expected missing %s in %s" % (repr(expected[i]), obj)
+            break
+        if type(expected[i]) in [int, float, bool, str]:
+            val = simple_compare(expected[i], actual[i])
+        elif type(expected[i]) in [list, tuple]:
+            val = list_compare_ordered(expected[i], actual[i], "sub" + obj)
+        elif type(expected[i]) in [dict]:
+            val = dict_compare(expected[i], actual[i])
+        elif type(expected[i]).__name__ in namedtuples:
+            val = namedtuple_compare(expected[i], actual[i])
+        if val != PASS:
+            msg = "at index %d of the %s, " % (i, obj) + val
+            break
+    if len(actual) > len(expected) and msg == PASS:
+        msg = "found unexpected %s in %s" % (repr(actual[len(expected)]), obj)
+    if len(expected) != len(actual):
+        msg = msg + " (found %d entries in %s, but expected %d)" % (len(actual), obj, len(expected))
+
+    if len(expected) > 0 and type(expected[0]) in [int, float, bool, str]:
+        if msg != PASS and list_compare_unordered(expected, actual, obj) == PASS:
+            try:
+                msg = msg + " (%s may not be ordered as required)" % (obj)
+            except:
+                pass
+    return msg
+
+
+def list_compare_helper(larger, smaller):
+    msg = PASS
+    j = 0
+    for i in range(len(larger)):
+        if i == len(smaller):
+            msg = "expected %s" % (repr(larger[i]))
+            break
+        found = False
+        while not found:
+            if j == len(smaller):
+                if type(larger[i]) in [list, tuple]:
+                    val = list_compare_ordered(larger[i], smaller[j - 1])
+                else:
+                    val = simple_compare(larger[i], smaller[j - 1], False)
+                break
+            if type(larger[i]) in [list, tuple]:
+                val = list_compare_ordered(larger[i], smaller[j])
+            else:
+                val = simple_compare(larger[i], smaller[j], False)
+            j += 1
+            if val == PASS:
+                found = True
+                break
+        if not found:
+            msg = val
+            break
+    return msg
+
+
+def list_compare_unordered(expected, actual, obj="list"):
+    msg = PASS
+    if type(expected) != type(actual):
+        msg = "expected to find type %s but found type %s" % (type(expected).__name__, type(actual).__name__)
+        return msg
+    try:
+        sort_expected = sorted(expected)
+        sort_actual = sorted(actual)
+    except:
+        msg = "unexpected datatype found in %s; expected entries of type %s" % (obj, obj, type(expected[0]).__name__)
+        return msg
+
+    if len(actual) == 0 and len(expected) > 0:
+        msg = "in the %s, missing" % (obj) + expected[0]
+    elif len(actual) > 0 and len(expected) > 0:
+        val = simple_compare(sort_expected[0], sort_actual[0])
+        if val.startswith("expected to find type"):
+            msg = "in the %s, " % (obj) + simple_compare(sort_expected[0], sort_actual[0])
+        else:
+            if len(expected) > len(actual):
+                msg = "in the %s, missing " % (obj) + list_compare_helper(sort_expected, sort_actual)
+            elif len(expected) < len(actual):
+                msg = "in the %s, found un" % (obj) + list_compare_helper(sort_actual, sort_expected)
+            if len(expected) != len(actual):
+                msg = msg + " (found %d entries in %s, but expected %d)" % (len(actual), obj, len(expected))
+                return msg
+            else:
+                val = list_compare_helper(sort_expected, sort_actual)
+                if val != PASS:
+                    msg = "in the %s, missing " % (obj) + val + ", but found un" + list_compare_helper(sort_actual,
+                                                                                               sort_expected)
+    return msg
+
+def list_compare_special_init(expected, special_order):
+    real_expected = []
+    for i in range(len(expected)):
+        if real_expected == [] or special_order[i-1] != special_order[i]:
+            real_expected.append([])
+        real_expected[-1].append(expected[i])
+    return real_expected
+
+
+def list_compare_special(expected, actual, special_order):
+    expected = list_compare_special_init(expected, special_order)
+    msg = PASS
+    expected_list = []
+    for expected_item in expected:
+        expected_list.extend(expected_item)
+    val = list_compare_unordered(expected_list, actual)
+    if val != PASS:
+        msg = val
+    else:
+        i = 0
+        for expected_item in expected:
+            j = len(expected_item)
+            actual_item = actual[i: i + j]
+            val = list_compare_unordered(expected_item, actual_item)
+            if val != PASS:
+                if j == 1:
+                    msg = "at index %d " % (i) + val
+                else:
+                    msg = "between indices %d and %d " % (i, i + j - 1) + val
+                msg = msg + " (list may not be ordered as required)"
+                break
+            i += j
+
+    return msg
+
+
+def dict_compare(expected, actual, obj="dict"):
+    msg = PASS
+    if type(expected) != type(actual):
+        msg = "expected to find type %s but found type %s" % (type(expected).__name__, type(actual).__name__)
+        return msg
+    try:
+        expected_keys = sorted(list(expected.keys()))
+        actual_keys = sorted(list(actual.keys()))
+    except:
+        msg = "unexpected datatype found in keys of dict; expect a dict with keys of type %s" % (
+            type(expected_keys[0]).__name__)
+        return msg
+    val = list_compare_unordered(expected_keys, actual_keys, "dict")
+    if val != PASS:
+        msg = "bad keys in %s: " % (obj) + val
+    if msg == PASS:
+        for key in expected:
+            if expected[key] == None or type(expected[key]) in [int, float, bool, str]:
+                val = simple_compare(expected[key], actual[key])
+            elif type(expected[key]) in [list]:
+                val = list_compare_ordered(expected[key], actual[key], "value")
+            elif type(expected[key]) in [dict]:
+                val = dict_compare(expected[key], actual[key], "sub" + obj)
+            elif type(expected[key]).__name__ in namedtuples:
+                val = namedtuple_compare(expected[key], actual[key])
+            if val != PASS:
+                msg = "incorrect val for key %s in %s: " % (repr(key), obj) + val
+    return msg
+
+def helper_png_scatter(expected, actual):
+    msg = PASS
+    expected_length = len(list(expected.values())[0])
+    for key in actual:
+        if len(actual[key]) != expected_length:
+            return "list '%s' has length %d but is expected to have length %d" % (key, len(actual[key]), expected_length)
+    expected_plot_points = []
+    actual_plot_points = []
+    for i in range(expected_length):
+        expected_point = []
+        actual_point = []
+        for key in expected:
+            expected_point.append(expected[key][i])
+            actual_point.append(actual[key][i])
+        expected_plot_points.append(tuple(expected_point))
+        actual_plot_points.append(tuple(actual_point))
+    sorted_expected_points = sorted(expected_plot_points)
+    sorted_actual_points = sorted(actual_plot_points)
+    val = list_compare_ordered(sorted_expected_points, sorted_actual_points, "plot")
+    if val != PASS:
+        val = list_compare_ordered(expected_plot_points, actual_plot_points, "plot")
+        bad_idx = int(val.split("index")[1].split()[0])
+        msg = "in the plot, at index %d, expected point %s but found %s" % (bad_idx, expected_plot_points[bad_idx], actual_plot_points[bad_idx])
+    return msg
+
+
+
+def check_png_scatter(expected, actual):
+    msg = PASS
+    if type(list(expected.values())[0]) == list:
+        msg = helper_png_scatter(expected, actual)
+    elif type(list(expected.values())[0]) == dict:
+        expected_keys = list(list(expected.values())[0].keys())
+        for key in actual:
+            val = list_compare_unordered(expected_keys, list(actual[key].keys()), "dictionary %s" % key)
+            if val != PASS:
+                return val
+        expected_flipped = {}
+        for key_1 in list(expected.values())[0]:
+            expected_flipped[key_1] = {}
+            for key_2 in expected:
+                expected_flipped[key_1][key_2] = expected[key_2][key_1]
+        actual_flipped = {}
+        for key_1 in list(actual.values())[0]:
+            actual_flipped[key_1] = {}
+            for key_2 in actual:
+                actual_flipped[key_1][key_2] = actual[key_2][key_1]
+        for key in expected_flipped:
+            val = helper_png_scatter(expected_flipped[key], actual_flipped[key])
+            if val != PASS:
+                if "length" in val:
+                    msg = val.replace("list", "category '%s' of dictionary" % (key))
+                else:
+                    msg = val.replace("in the plot,", "in the plot, for the category '%s'," % (key))
+                return msg
+    return msg
+
+
+
+def check(qnum, actual):
+    msg = check_cell(qnum, actual)
+    if msg == PASS:
+        return True
+    print("<b style='color: red;'>ERROR:</b> " + msg)
+
+
+def check_file_size(path):
+    size = os.path.getsize(path)
+    assert size < MAX_FILE_SIZE * 10**3, "Your file is too big to be processed by Gradescope; please delete unnecessary output cells so your file size is < %s KB" % MAX_FILE_SIZE
diff --git a/p11/rubric.md b/p11/rubric.md
new file mode 100644
index 0000000..408dc3f
--- /dev/null
+++ b/p11/rubric.md
@@ -0,0 +1,153 @@
+# Project 11 (P11) grading rubric
+
+## Code reviews
+
+- A TA / grader will be reviewing your code after the deadline.
+- They will make deductions based on the Rubric provided below.
+- To ensure that you don’t lose any points in code review, you must review the rubric and make sure that you have followed the instructions provided in the project correctly.
+
+## Rubric
+
+### General guidelines:
+
+- Displaying excessive irrelevant information (-3)
+- Outputs not visible/did not save the notebook file prior to running the cell containing "export". We cannot see your output if you do not save before generating the zip file. (-3)
+- Used concepts/modules (like `csv.DictReader`, `pandas`, `os.path.walk`) not covered in class yet (built-in functions that you have been introduced to can be used) (-3)
+- `import` statements are not mentioned in the required cell at the top of the notebook or used additional import statements beyond those that are stated in the directions (-3)
+
+### Question specific guidelines:
+
+- Q1 (3)
+	- Required data structure is not used (-1)
+	- Incorrect logic is used to answer (-1)
+
+- Q2 (3)
+	- Recomputed variable defined in Question 1 (-1)
+	- Incorrect logic is used to answer (-1)
+
+- Q3 (3)
+	- Required data structure is not used (-1)
+	- Recomputed variable defined in Question 1 (-1)
+	- Incorrect logic is used to answer (-1)
+
+- Q4 (5)
+	- Required data structure is not used (-1)
+	- Incorrect logic is used to answer (-1)
+	- Plot is not properly labeled (-1)
+	- Plot is incorrect (-1)
+
+- Q5 (5)
+	- Required data structure is not used (-1)
+	- Incorrect comparison operator is used (-1)
+	- Plot is not properly labeled (-1)
+	- Plot is incorrect (-1)
+
+- `star_classes` (3)
+	- Required data structure is not used (-1)
+	- Incorrect comparison operators are used (-1)
+	- Data structure is defined incorrectly (-1)
+
+- Q6 (3)
+	- Required data structures are not used (-1)
+	- Did not ignore the Star objects with missing `stellar_luminosity` data (-1)
+	- Incorrect logic is used to answer (-1)
+
+- Q7 (5)
+	- Required data structure is not used (-1)
+	- Incorrect logic is used to answer (-1)
+	- Plot is not properly labeled (-1)
+	- Plot is incorrect (-1)
+
+- Q8 (5)
+	- Required data structure is not used (-1)
+	- Incorrect comparison operator is used (-1)
+	- Plot is not properly labeled (-1)
+	- Plot is incorrect (-1)
+
+- Q9 (5)
+	- Required data structure is not used (-1)
+	- Incorrect logic is used to answer (-1)
+	- Plot is not properly labeled (-1)
+	- Plot is incorrect (-1)ible/not properly labeled (-2)
+
+- `get_all_paths_in` (6)
+	- Hardcoding the name of directory inside the function (-1)
+	- Function does not remove all files and directories that start with "." (-1)
+	- Function does not sort file names (-1)
+	- Paths are hardcoded using "/" or "\" (-1)
+	- Function logic is incorrect (-2)
+
+- Q10 (3)
+	- Required function is not used (-2)
+	- Paths are hardcoded using "/" or "\" (-1)
+
+- Q11 (3)
+	- Required function is not used (-2)
+	- Paths are hardcoded using "/" or "\" (-1)
+
+- Q12 (3)
+	- Required function is not used (-2)
+	- Paths are hardcoded using "/" or "\" (-1)
+
+- Q13 (3)
+	- Required function is not used (-2)
+
+- `all_planets_list` (5)
+	- Required function is not used (-1)
+	- Required data structures are not used (-1)
+	- `planets_list` data structure is redefined (-1)
+	- Paths are hardcoded using "/" or "\" (-1)
+	- Data structure is defined incorrectly (-1)
+
+- `get_surface_gravity` (3)
+	- Function did not return `None` for missing data (-1)
+	- Function logic is incorrect (-2)
+
+- Q14 (3)
+	- Required function is not used (-1)
+	- Required data structures are not used (-1)
+	- Did not exit loop and instead iterated further after finding the answer (-1)
+
+- `get_distances_to_star` (3)
+	- Function did not return None for missing data (-1)
+	- Function logic is incorrect (-2)
+
+- Q15 (3)
+	- Required function is not used (-1)
+	- Required data structures are not used (-1)
+	- Did not exit loop and instead iterated further after finding the answer (-1)
+
+- `get_liquid_water_distances` (3)
+	- Function did not return None for missing data (-1)
+	- Function logic is incorrect (-2)
+
+- Q16 (3)
+	- Required function is not used (-1)
+	- Required data structures are not used (-1)
+	- Did not exit loop and instead iterated further after finding the answer (-1)
+
+- Q17 (4)
+	- Required function is not used (-1)
+	- Required data structures are not used (-1)
+	- Incorrect comparison operators are used (-1)
+	- Incorrect logic is used to answer (-1)
+
+- `get_surface_temperatures` (3)
+	- Function did not return None for missing data (-1)
+	- Function logic is incorrect (-2)
+
+- Q18 (3)
+	- Required function is not used (-1)
+	- Required data structures are not used (-1)
+	- Did not exit loop and instead iterated further after finding the answer (-1)
+
+- Q19 (4)
+	- Required function is not used (-1)
+	- Required data structures are not used (-1)
+	- Incorrect comparison operators are used (-1)
+
+- Q20 (5)
+	- Required function is not used (-1)
+	- Required data structures are not used (-1)
+	- Incorrect comparison operators are used (-1)
+	- Incorrect logic is used to answer (-1)
-- 
GitLab