{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import math" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "contributing_readability = pd.read_csv(\"020125_CONTRIBUTING_readability.csv\")\n", "readme_readability = pd.read_csv(\"020325_README_readability.csv\")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "<div>\n", "<style scoped>\n", " .dataframe tbody tr th:only-of-type {\n", " vertical-align: middle;\n", " }\n", "\n", " .dataframe tbody tr th {\n", " vertical-align: top;\n", " }\n", "\n", " .dataframe thead th {\n", " text-align: right;\n", " }\n", "</style>\n", "<table border=\"1\" class=\"dataframe\">\n", " <thead>\n", " <tr style=\"text-align: right;\">\n", " <th></th>\n", " <th>filename</th>\n", " <th>flesch_reading_ease</th>\n", " <th>flesch_kincaid_grade</th>\n", " <th>linsear_write_formula</th>\n", " <th>dale_chall_readability_score</th>\n", " <th>mcalpine_eflaw</th>\n", " <th>reading_time</th>\n", " <th>char_count</th>\n", " <th>word_count</th>\n", " </tr>\n", " </thead>\n", " <tbody>\n", " <tr>\n", " <th>0</th>\n", " <td>pytest-dev_pytest-bdd.git_hullabaloo_CONTRIBUT...</td>\n", " <td>40.95</td>\n", " <td>10.9</td>\n", " <td>10.6000</td>\n", " <td>11.61</td>\n", " <td>18.2</td>\n", " <td>6.58</td>\n", " <td>448</td>\n", " <td>67</td>\n", " </tr>\n", " <tr>\n", " <th>1</th>\n", " <td>lxqt_qterminal.git_hullabaloo_CONTRIBUTING.md</td>\n", " <td>51.14</td>\n", " <td>9.0</td>\n", " <td>8.0000</td>\n", " <td>9.63</td>\n", " <td>15.3</td>\n", " <td>10.44</td>\n", " <td>711</td>\n", " <td>105</td>\n", " </tr>\n", " <tr>\n", " <th>2</th>\n", " <td>rbenv_ruby-build.git_hullabaloo_CONTRIBUTING.md</td>\n", " <td>71.14</td>\n", " <td>7.6</td>\n", " <td>9.0000</td>\n", " <td>10.05</td>\n", " <td>27.0</td>\n", " <td>1.16</td>\n", " <td>79</td>\n", " <td>17</td>\n", " </tr>\n", " <tr>\n", " <th>3</th>\n", " <td>muse-sequencer_muse.git_hullabaloo_CONTRIBUTING</td>\n", " <td>-68.97</td>\n", " <td>24.1</td>\n", " <td>3.5000</td>\n", " <td>25.99</td>\n", " <td>6.0</td>\n", " <td>1.09</td>\n", " <td>74</td>\n", " <td>5</td>\n", " </tr>\n", " <tr>\n", " <th>4</th>\n", " <td>mypaint_libmypaint_hullabaloo_CONTRIBUTING.md</td>\n", " <td>51.04</td>\n", " <td>9.1</td>\n", " <td>6.5625</td>\n", " <td>9.93</td>\n", " <td>16.8</td>\n", " <td>8.68</td>\n", " <td>591</td>\n", " <td>94</td>\n", " </tr>\n", " </tbody>\n", "</table>\n", "</div>" ], "text/plain": [ " filename flesch_reading_ease \\\n", "0 pytest-dev_pytest-bdd.git_hullabaloo_CONTRIBUT... 40.95 \n", "1 lxqt_qterminal.git_hullabaloo_CONTRIBUTING.md 51.14 \n", "2 rbenv_ruby-build.git_hullabaloo_CONTRIBUTING.md 71.14 \n", "3 muse-sequencer_muse.git_hullabaloo_CONTRIBUTING -68.97 \n", "4 mypaint_libmypaint_hullabaloo_CONTRIBUTING.md 51.04 \n", "\n", " flesch_kincaid_grade linsear_write_formula dale_chall_readability_score \\\n", "0 10.9 10.6000 11.61 \n", "1 9.0 8.0000 9.63 \n", "2 7.6 9.0000 10.05 \n", "3 24.1 3.5000 25.99 \n", "4 9.1 6.5625 9.93 \n", "\n", " mcalpine_eflaw reading_time char_count word_count \n", "0 18.2 6.58 448 67 \n", "1 15.3 10.44 711 105 \n", "2 27.0 1.16 79 17 \n", "3 6.0 1.09 74 5 \n", "4 16.8 8.68 591 94 " ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "contributing_readability.head()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "214.0" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "contributing_readability['word_count'].median()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "9.1" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "readme_readability['flesch_kincaid_grade'].median()" ] } ], "metadata": { "kernelspec": { "display_name": "base", "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": "3.12.2" } }, "nbformat": 4, "nbformat_minor": 2 }