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| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "markdown", |
| 5 | + "metadata": {}, |
| 6 | + "source": [ |
| 7 | + "#### 1. DATASCI 200 - PROJECT 2\n", |
| 8 | + "- Names:\n", |
| 9 | + " - Gabriella Tom\n", |
| 10 | + " - Ambro Quach\n", |
| 11 | + " - Chad Adelman\n", |
| 12 | + " - Uma Krishnan\n", |
| 13 | + "- Github: https://github.com/UC-Berkeley-I-School/project2_tom_quach_krishnan_adelman\n" |
| 14 | + ] |
| 15 | + }, |
| 16 | + { |
| 17 | + "cell_type": "markdown", |
| 18 | + "metadata": {}, |
| 19 | + "source": [ |
| 20 | + "1.1 Overview" |
| 21 | + ] |
| 22 | + }, |
| 23 | + { |
| 24 | + "cell_type": "markdown", |
| 25 | + "metadata": {}, |
| 26 | + "source": [ |
| 27 | + "1.2 Research Question" |
| 28 | + ] |
| 29 | + }, |
| 30 | + { |
| 31 | + "cell_type": "markdown", |
| 32 | + "metadata": {}, |
| 33 | + "source": [ |
| 34 | + "1.3 Background and Prior Work" |
| 35 | + ] |
| 36 | + }, |
| 37 | + { |
| 38 | + "cell_type": "markdown", |
| 39 | + "metadata": {}, |
| 40 | + "source": [ |
| 41 | + "1.4 Dataset(s)\n", |
| 42 | + "- 1.) Datahub FiveThirtyEight\n", |
| 43 | + " - Link to dataset: https://datahub.io/core/five-thirty-eight-datasets/datasets/congress-age\n", |
| 44 | + " - Size of dataset: 18,000+ observations\n", |
| 45 | + " - Description:\n", |
| 46 | + " - Used Fields:\n", |
| 47 | + "- 2.) Github U.S. Congress Legislators\n", |
| 48 | + " - Link to dataset: https://github.com/unitedstates/congress-legislators?tab=readme-ov-file\n", |
| 49 | + " - Size of dataset:\n", |
| 50 | + " - Description:\n", |
| 51 | + " - Used Fields:\n", |
| 52 | + "- 3.) The United States IO\n", |
| 53 | + " - Link to dataset: https://theunitedstates.io/\n", |
| 54 | + " - Size of dataset:\n", |
| 55 | + " - Description:\n", |
| 56 | + " - Used Fields:" |
| 57 | + ] |
| 58 | + }, |
| 59 | + { |
| 60 | + "cell_type": "markdown", |
| 61 | + "metadata": {}, |
| 62 | + "source": [ |
| 63 | + "1.5 Setup\n" |
| 64 | + ] |
| 65 | + }, |
| 66 | + { |
| 67 | + "cell_type": "code", |
| 68 | + "execution_count": 1, |
| 69 | + "metadata": {}, |
| 70 | + "outputs": [], |
| 71 | + "source": [ |
| 72 | + "import numpy as np\n", |
| 73 | + "import pandas as pd\n", |
| 74 | + "import matplotlib.pyplot as plt\n", |
| 75 | + "import seaborn as sns\n", |
| 76 | + "import datetime\n", |
| 77 | + "import ast" |
| 78 | + ] |
| 79 | + }, |
| 80 | + { |
| 81 | + "cell_type": "markdown", |
| 82 | + "metadata": {}, |
| 83 | + "source": [ |
| 84 | + "1.6 Data Cleaning" |
| 85 | + ] |
| 86 | + }, |
| 87 | + { |
| 88 | + "cell_type": "markdown", |
| 89 | + "metadata": {}, |
| 90 | + "source": [ |
| 91 | + "1.7 Data Analysis\n", |
| 92 | + "- 1.7.1 Descriptive Analysis\n", |
| 93 | + "- 1.7.2 Explanatory Analysis" |
| 94 | + ] |
| 95 | + }, |
| 96 | + { |
| 97 | + "cell_type": "markdown", |
| 98 | + "metadata": {}, |
| 99 | + "source": [ |
| 100 | + "1.8 Data Visualization" |
| 101 | + ] |
| 102 | + }, |
| 103 | + { |
| 104 | + "cell_type": "markdown", |
| 105 | + "metadata": {}, |
| 106 | + "source": [ |
| 107 | + "1.9 Results and Findings" |
| 108 | + ] |
| 109 | + }, |
| 110 | + { |
| 111 | + "cell_type": "markdown", |
| 112 | + "metadata": {}, |
| 113 | + "source": [ |
| 114 | + "1.10 Ethics and Privacy\n", |
| 115 | + "- Data Acquisition:\n", |
| 116 | + "- Data Privacy Concern:\n", |
| 117 | + "- Data Bias:" |
| 118 | + ] |
| 119 | + }, |
| 120 | + { |
| 121 | + "cell_type": "markdown", |
| 122 | + "metadata": {}, |
| 123 | + "source": [ |
| 124 | + "1.11 Conclusion and Discussion\n", |
| 125 | + "- Conclusion:\n", |
| 126 | + "- Limitations:\n", |
| 127 | + "- Impact:\n", |
| 128 | + "- Future Discussion:" |
| 129 | + ] |
| 130 | + }, |
| 131 | + { |
| 132 | + "cell_type": "markdown", |
| 133 | + "metadata": {}, |
| 134 | + "source": [ |
| 135 | + "1.12 Sources" |
| 136 | + ] |
| 137 | + } |
| 138 | + ], |
| 139 | + "metadata": { |
| 140 | + "kernelspec": { |
| 141 | + "display_name": "Python 3", |
| 142 | + "language": "python", |
| 143 | + "name": "python3" |
| 144 | + }, |
| 145 | + "language_info": { |
| 146 | + "codemirror_mode": { |
| 147 | + "name": "ipython", |
| 148 | + "version": 3 |
| 149 | + }, |
| 150 | + "file_extension": ".py", |
| 151 | + "mimetype": "text/x-python", |
| 152 | + "name": "python", |
| 153 | + "nbconvert_exporter": "python", |
| 154 | + "pygments_lexer": "ipython3", |
| 155 | + "version": "3.11.7" |
| 156 | + } |
| 157 | + }, |
| 158 | + "nbformat": 4, |
| 159 | + "nbformat_minor": 2 |
| 160 | +} |
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