lostecho/sspai-100-hours-series-python
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
Files
master
sspai-100-hours-series-python/code/18/plot.ipynb
100gle deef1b74db feat: 新增Vol18章节示例源码
2022-06-30 09:04:07 +08:00

461 lines
97 KiB
Plaintext
Raw Permalink Blame History

{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"\n",
"%matplotlib inline\n",
"%config InlineBackend.figure_format = 'svg'"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"titanic = pd.read_csv(\"../../data/titanic.csv\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
},
"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>PassengerId</th>\n",
" <th>Survived</th>\n",
" <th>Pclass</th>\n",
" <th>Name</th>\n",
" <th>Sex</th>\n",
" <th>Age</th>\n",
" <th>SibSp</th>\n",
" <th>Parch</th>\n",
" <th>Ticket</th>\n",
" <th>Fare</th>\n",
" <th>Cabin</th>\n",
" <th>Embarked</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>Braund, Mr. Owen Harris</td>\n",
" <td>male</td>\n",
" <td>22.0</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>A/5 21171</td>\n",
" <td>7.2500</td>\n",
" <td>NaN</td>\n",
" <td>S</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>Cumings, Mrs. John Bradley (Florence Briggs Th...</td>\n",
" <td>female</td>\n",
" <td>38.0</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>PC 17599</td>\n",
" <td>71.2833</td>\n",
" <td>C85</td>\n",
" <td>C</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>Heikkinen, Miss. Laina</td>\n",
" <td>female</td>\n",
" <td>26.0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>STON/O2. 3101282</td>\n",
" <td>7.9250</td>\n",
" <td>NaN</td>\n",
" <td>S</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>Futrelle, Mrs. Jacques Heath (Lily May Peel)</td>\n",
" <td>female</td>\n",
" <td>35.0</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>113803</td>\n",
" <td>53.1000</td>\n",
" <td>C123</td>\n",
" <td>S</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>5</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>Allen, Mr. William Henry</td>\n",
" <td>male</td>\n",
" <td>35.0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>373450</td>\n",
" <td>8.0500</td>\n",
" <td>NaN</td>\n",
" <td>S</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" PassengerId Survived Pclass \\\n",
"0 1 0 3 \n",
"1 2 1 1 \n",
"2 3 1 3 \n",
"3 4 1 1 \n",
"4 5 0 3 \n",
"\n",
" Name Sex Age SibSp \\\n",
"0 Braund, Mr. Owen Harris male 22.0 1 \n",
"1 Cumings, Mrs. John Bradley (Florence Briggs Th... female 38.0 1 \n",
"2 Heikkinen, Miss. Laina female 26.0 0 \n",
"3 Futrelle, Mrs. Jacques Heath (Lily May Peel) female 35.0 1 \n",
"4 Allen, Mr. William Henry male 35.0 0 \n",
"\n",
" Parch Ticket Fare Cabin Embarked \n",
"0 0 A/5 21171 7.2500 NaN S \n",
"1 0 PC 17599 71.2833 C85 C \n",
"2 0 STON/O2. 3101282 7.9250 NaN S \n",
"3 0 113803 53.1000 C123 S \n",
"4 0 373450 8.0500 NaN S "
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"titanic.head()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<svg xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"375.2875pt\" height=\"275.013087pt\" viewBox=\"0 0 375.2875 275.013087\" xmlns=\"http://www.w3.org/2000/svg\" version=\"1.1\">\n <metadata>\n <rdf:RDF xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n <cc:Work>\n <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n <dc:date>2022-06-30T09:00:52.395848</dc:date>\n <dc:format>image/svg+xml</dc:format>\n <dc:creator>\n <cc:Agent>\n <dc:title>Matplotlib v3.5.2, https://matplotlib.org/</dc:title>\n </cc:Agent>\n </dc:creator>\n </cc:Work>\n </rdf:RDF>\n </metadata>\n <defs>\n <style type=\"text/css\">*{stroke-linejoin: round; stroke-linecap: butt}</style>\n </defs>\n <g id=\"figure_1\">\n <g id=\"patch_1\">\n <path d=\"M 0 275.013087 \nL 375.2875 275.013087 \nL 375.2875 0 \nL 0 0 \nL 0 275.013087 \nz\n\" style=\"fill: none\"/>\n </g>\n <g id=\"axes_1\">\n <g id=\"patch_2\">\n <path d=\"M 33.2875 226.33965 \nL 368.0875 226.33965 \nL 368.0875 8.89965 \nL 33.2875 8.89965 \nz\n\" style=\"fill: #ffffff\"/>\n </g>\n <g id=\"patch_3\">\n <path d=\"M 75.1375 226.33965 \nL 158.8375 226.33965 \nL 158.8375 19.253935 \nL 75.1375 19.253935 \nz\n\" clip-path=\"url(#p11bc530935)\" style=\"fill: #1f77b4\"/>\n </g>\n <g id=\"patch_4\">\n <path d=\"M 242.5375 226.33965 \nL 326.2375 226.33965 \nL 326.2375 113.644824 \nL 242.5375 113.644824 \nz\n\" clip-path=\"url(#p11bc530935)\" style=\"fill: #1f77b4\"/>\n </g>\n <g id=\"matplotlib.axis_1\">\n <g id=\"xtick_1\">\n <g id=\"line2d_1\">\n <defs>\n <path id=\"mc3d9138f0b\" d=\"M 0 0 \nL 0 3.5 \n\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </defs>\n <g>\n <use xlink:href=\"#mc3d9138f0b\" x=\"116.9875\" y=\"226.33965\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_1\">\n <!-- male -->\n <g transform=\"translate(119.746875 258.13965)rotate(-90)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-6d\" d=\"M 3328 2828 \nQ 3544 3216 3844 3400 \nQ 4144 3584 4550 3584 \nQ 5097 3584 5394 3201 \nQ 5691 2819 5691 2113 \nL 5691 0 \nL 5113 0 \nL 5113 2094 \nQ 5113 2597 4934 2840 \nQ 4756 3084 4391 3084 \nQ 3944 3084 3684 2787 \nQ 3425 2491 3425 1978 \nL 3425 0 \nL 2847 0 \nL 2847 2094 \nQ 2847 2600 2669 2842 \nQ 2491 3084 2119 3084 \nQ 1678 3084 1418 2786 \nQ 1159 2488 1159 1978 \nL 1159 0 \nL 581 0 \nL 581 3500 \nL 1159 3500 \nL 1159 2956 \nQ 1356 3278 1631 3431 \nQ 1906 3584 2284 3584 \nQ 2666 3584 2933 3390 \nQ 3200 3197 3328 2828 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-61\" d=\"M 2194 1759 \nQ 1497 1759 1228 1600 \nQ 959 1441 959 1056 \nQ 959 750 1161 570 \nQ 1363 391 1709 391 \nQ 2188 391 2477 730 \nQ 2766 1069 2766 1631 \nL 2766 1759 \nL 2194 1759 \nz\nM 3341 1997 \nL 3341 0 \nL 2766 0 \nL 2766 531 \nQ 2569 213 2275 61 \nQ 1981 -91 1556 -91 \nQ 1019 -91 701 211 \nQ 384 513 384 1019 \nQ 384 1609 779 1909 \nQ 1175 2209 1959 2209 \nL 2766 2209 \nL 2766 2266 \nQ 2766 2663 2505 2880 \nQ 2244 3097 1772 3097 \nQ 1472 3097 1187 3025 \nQ 903 2953 641 2809 \nL 641 3341 \nQ 956 3463 1253 3523 \nQ 1550 3584 1831 3584 \nQ 2591 3584 2966 3190 \nQ 3341 2797 3341 1997 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-6c\" d=\"M 603 4863 \nL 1178 4863 \nL 1178 0 \nL 603 0 \nL 603 4863 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-65\" d=\"M 3597 1894 \nL 3597 1613 \nL 953 1613 \nQ 991 1019 1311 708 \nQ 1631 397 2203 397 \nQ 2534 397 2845 478 \nQ 3156 559 3463 722 \nL 3463 178 \nQ 3153 47 2828 -22 \nQ 2503 -91 2169 -91 \nQ 1331 -91 842 396 \nQ 353 884 353 1716 \nQ 353 2575 817 3079 \nQ 1281 3584 2069 3584 \nQ 2775 3584 3186 3129 \nQ 3597 2675 3597 1894 \nz\nM 3022 2063 \nQ 3016 2534 2758 2815 \nQ 2500 3097 2075 3097 \nQ 1594 3097 1305 2825 \nQ 1016 2553 972 2059 \nL 3022 2063 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-6d\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"97.412109\"/>\n <use xlink:href=\"#DejaVuSans-6c\" x=\"158.691406\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"186.474609\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_2\">\n <g id=\"line2d_2\">\n <g>\n <use xlink:href=\"#mc3d9138f0b\" x=\"284.3875\" y=\"226.33965\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_2\">\n <!-- female -->\n <g transform=\"translate(287.146875 267.813087)rotate(-90)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-66\" d=\"M 2375 4863 \nL 2375 4384 \nL 1825 4384 \nQ 1516 4384 1395 4259 \nQ 1275 4134 1275 3809 \nL 1275 3500 \nL 2222 3500 \nL 2222 3053 \nL 1275 3053 \nL 1275 0 \nL 697 0 \nL 697 3053 \nL 147 3053 \nL 147 3500 \nL 697 3500 \nL 697 3744 \nQ 697 4328 969 4595 \nQ 1241 4863 1831 4863 \nL 2375 4863 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-66\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"35.205078\"/>\n <use xlink:href=\"#DejaVuSans-6d\" x=\"96.728516\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"194.140625\"/>\n <use xlink:href=\"#DejaVuSans-6c\" x=\"255.419922\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"283.203125\"/>\n </g>\n </g>\n </g>\n </g>\n <g id=\"matplotlib.axis_2\">\n <g id=\"ytick_1\">\n <g id=\"line2d_3\">\n <defs>\n <path id=\"m21fbd0acd6\" d=\"M 0 0 \nL -3.5 0 \n\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </defs>\n <g>\n <use xlink:href=\"#m21fbd0acd6\" x=\"33.2875\" y=\"226.33965\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_3\">\n <!-- 0 -->\n <g transform=\"translate(19.925 230.138868)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-30\" d=\"M 2034 4250 \nQ 1547 4250 1301 3770 \nQ 1056 3291 1056 2328 \nQ 1056 1369 1301 889 \nQ 1547 409 2034 409 \nQ 2525 409 2770 889 \nQ 3016 1369 3016 2328 \nQ 3016 3291 2770 3770 \nQ 2525 4250 2034 4250 \nz\nM 2034 4750 \nQ 2819 4750 3233 4129 \nQ 3647 3509 3647 2328 \nQ 3647 1150 3233 529 \nQ 2819 -91 2034 -91 \nQ 1250 -91 836 529 \nQ 422 1150 422 2328 \nQ 422 3509 836 4129 \nQ 1250 4750 2034 4750 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-30\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_2\">\n <g id=\"line2d_4\">\n <g>\n <use xlink:href=\"#m21fbd0acd6\" x=\"33.2875\" y=\"190.449578\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_4\">\n <!-- 100 -->\n <g transform=\"translate(7.2 194.248796)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-31\" d=\"M 794 531 \nL 1825 531 \nL 1825 4091 \nL 703 3866 \nL 703 4441 \nL 1819 4666 \nL 2450 4666 \nL 2450 531 \nL 3481 531 \nL 3481 0 \nL 794 0 \nL 794 531 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-31\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_3\">\n <g id=\"line2d_5\">\n <g>\n <use xlink:href=\"#m21fbd0acd6\" x=\"33.2875\" y=\"154.559506\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_5\">\n <!-- 200 -->\n <g transform=\"translate(7.2 158.358725)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-32\" d=\"M 1228 531 \nL 3431 531 \nL 3431 0 \nL 469 0 \nL 469 531 \nQ 828 903 1448 1529 \nQ 2069 2156 2228 2338 \nQ 2531 2678 2651 2914 \nQ 2772 3150 2772 3378 \nQ 2772 3750 2511 3984 \nQ 2250 4219 1831 4219 \nQ 1534 4219 1204 4116 \nQ 875 4013 500 3803 \nL 500 4441 \nQ 881 4594 1212 4672 \nQ 1544 4750 1819 4750 \nQ 2544 4750 2975 4387 \nQ 3406 4025 3406 3419 \nQ 3406 3131 3298 2873 \nQ 3191 2616 2906 2266 \nQ 2828 2175 2409 1742 \nQ 1991 1309 1228 531 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-32\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_4\">\n <g id=\"line2d_6\">\n <g>\n <use xlink:href=\"#m21fbd0acd6\" x=\"33.2875\" y=\"118.669434\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_6\">\n <!-- 300 -->\n <g transform=\"translate(7.2 122.468653)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-33\" d=\"M 2597 2516 \nQ 3050 2419 3304 2112 \nQ 3559 1806 3559 1356 \nQ 3559 666 3084 287 \nQ 2609 -91 1734 -91 \nQ 1441 -91 1130 -33 \nQ 819 25 488 141 \nL 488 750 \nQ 750 597 1062 519 \nQ 1375 441 1716 441 \nQ 2309 441 2620 675 \nQ 2931 909 2931 1356 \nQ 2931 1769 2642 2001 \nQ 2353 2234 1838 2234 \nL 1294 2234 \nL 1294 2753 \nL 1863 2753 \nQ 2328 2753 2575 2939 \nQ 2822 3125 2822 3475 \nQ 2822 3834 2567 4026 \nQ 2313 4219 1838 4219 \nQ 1578 4219 1281 4162 \nQ 984 4106 628 3988 \nL 628 4550 \nQ 988 4650 1302 4700 \nQ 1616 4750 1894 4750 \nQ 2613 4750 3031 4423 \nQ 3450 4097 3450 3541 \nQ 3450 3153 3228 2886 \nQ 3006 2619 2597 2516 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-33\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_5\">\n <g id=\"line2d_7\">\n <g>\n <use xlink:href=\"#m21fbd0acd6\" x=\"33.2875\" y=\"82.779362\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_7\">\n <!-- 400 -->\n <g transform=\"translate(7.2 86.578581)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-34\" d=\"M 2419 4116 \nL 825 1625 \nL 2419 1625 \nL 2419 4116 \nz\nM 2253 4666 \nL 3047 4666 \nL 3047 1625 \nL 3713 1625 \nL 3713 1100 \nL 3047 1100 \nL 3047 0 \nL 2419 0 \nL 2419 1100 \nL 313 1100 \nL 313 1709 \nL 2253 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-34\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_6\">\n <g id=\"line2d_8\">\n <g>\n <use xlink:href=\"#m21fbd0acd6\" x=\"33.2875\" y=\"46.889291\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_8\">\n <!-- 500 -->\n <g transform=\"translate(7.2 50.688509)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-35\" d=\"M 691 4666 \nL 3169 4666 \nL 3169 4134 \nL 1269 4134 \nL 1269 2991 \nQ 1406 3038 1543 3061 \nQ 1681 3084 1819 3084 \nQ 2600 3084 3056 2656 \nQ 3513 2228 3513 1497 \nQ 3513 744 3044 326 \nQ 2575 -91 1722 -91 \nQ 1428 -91 1123 -41 \nQ 819 9 494 109 \nL 494 744 \nQ 775 591 1075 516 \nQ 1375 441 1709 441 \nQ 2250 441 2565 725 \nQ 2881 1009 2881 1497 \nQ 2881 1984 2565 2268 \nQ 2250 2553 1709 2553 \nQ 1456 2553 1204 2497 \nQ 953 2441 691 2322 \nL 691 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-35\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_7\">\n <g id=\"line2d_9\">\n <g>\n <use xlink:href=\"#m21fbd0acd6\" x=\"33.2875\" y=\"10.999219\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_9\">\n <!-- 600 -->\n <g transform=\"translate(7.2 14.798438)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-36\" d=\"M 2113 2584 \nQ 1688 2584 1439 2293 \nQ 1191 2003 1191 1497 \nQ 1191 994 1439 701 \nQ 1688 409 2113 409 \nQ 2538 409 2786 701 \nQ 3034 994 3034 1497 \nQ 3034 2003 2786 2293 \nQ 2538 2584 2113 2584 \nz\nM 3366 4563 \nL 3366 3988 \nQ 3128 4100 2886 4159 \nQ 2644 4219 2406 4219 \nQ 1781 4219 1451 3797 \nQ 1122 3375 1075 2522 \nQ 1259 2794 1537 2939 \nQ 1816 3084 2150 3084 \nQ 2853 3084 3261 2657 \nQ 3669 2231 3669 1497 \nQ 3669 778 3244 343 \nQ 2819 -91 2113 -91 \nQ 1303 -91 875 529 \nQ 447 1150 447 2328 \nQ 447 3434 972 4092 \nQ 1497 4750 2381 4750 \nQ 2619 4750 2861 4703 \nQ 3103 4656 3366 4563 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-36\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n </g>\n <g id=\"patch_5\">\n <path d=\"M 33.2875 226.33965 \nL 33.2875 8.89965 \n\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n </g>\n <g id=\"patch_6\">\n <path d=\"M 368.0875 226.33965 \nL 368.0875 8.89965 \n\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n </g>\n <g id=\"patch_7\">\n <path d=\"M 33.2875 226.33965 \nL 368.0875 226.33965 \n\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n </g>\n <g id=\"patch_8\">\n <path d=\"M 33.2875 8.89965 \nL 368.0875 8.89965 \n\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n </g>\n </g>\n </g>\n <defs>\n <clipPath id=\"p11bc530935\">\n <rect x=\"33.2875\" y=\"8.89965\" width=\"334.8\" height=\"217.44\"/>\n </clipPath>\n </defs>\n</svg>\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"titanic[\"Sex\"].value_counts().plot.bar()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"[Text(0, 0, 'male'), Text(1, 0, 'female')]"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<svg xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"388.965625pt\" height=\"277.314375pt\" viewBox=\"0 0 388.965625 277.314375\" xmlns=\"http://www.w3.org/2000/svg\" version=\"1.1\">\n <metadata>\n <rdf:RDF xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n <cc:Work>\n <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n <dc:date>2022-06-30T09:00:52.523775</dc:date>\n <dc:format>image/svg+xml</dc:format>\n <dc:creator>\n <cc:Agent>\n <dc:title>Matplotlib v3.5.2, https://matplotlib.org/</dc:title>\n </cc:Agent>\n </dc:creator>\n </cc:Work>\n </rdf:RDF>\n </metadata>\n <defs>\n <style type=\"text/css\">*{stroke-linejoin: round; stroke-linecap: butt}</style>\n </defs>\n <g id=\"figure_1\">\n <g id=\"patch_1\">\n <path d=\"M 0 277.314375 \nL 388.965625 277.314375 \nL 388.965625 0 \nL 0 0 \nL 0 277.314375 \nz\n\" style=\"fill: none\"/>\n </g>\n <g id=\"axes_1\">\n <g id=\"patch_2\">\n <path d=\"M 46.965625 239.758125 \nL 381.765625 239.758125 \nL 381.765625 22.318125 \nL 46.965625 22.318125 \nz\n\" style=\"fill: #ffffff\"/>\n </g>\n <g id=\"patch_3\">\n <path d=\"M 88.815625 239.758125 \nL 172.515625 239.758125 \nL 172.515625 32.672411 \nL 88.815625 32.672411 \nz\n\" clip-path=\"url(#p12c524b775)\" style=\"fill: #1f77b4\"/>\n </g>\n <g id=\"patch_4\">\n <path d=\"M 256.215625 239.758125 \nL 339.915625 239.758125 \nL 339.915625 127.0633 \nL 256.215625 127.0633 \nz\n\" clip-path=\"url(#p12c524b775)\" style=\"fill: #1f77b4\"/>\n </g>\n <g id=\"matplotlib.axis_1\">\n <g id=\"xtick_1\">\n <g id=\"line2d_1\">\n <defs>\n <path id=\"m7a9e1c5e5a\" d=\"M 0 0 \nL 0 3.5 \n\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </defs>\n <g>\n <use xlink:href=\"#m7a9e1c5e5a\" x=\"130.665625\" y=\"239.758125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_1\">\n <!-- male -->\n <g transform=\"translate(118.265625 254.356562)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-6d\" d=\"M 3328 2828 \nQ 3544 3216 3844 3400 \nQ 4144 3584 4550 3584 \nQ 5097 3584 5394 3201 \nQ 5691 2819 5691 2113 \nL 5691 0 \nL 5113 0 \nL 5113 2094 \nQ 5113 2597 4934 2840 \nQ 4756 3084 4391 3084 \nQ 3944 3084 3684 2787 \nQ 3425 2491 3425 1978 \nL 3425 0 \nL 2847 0 \nL 2847 2094 \nQ 2847 2600 2669 2842 \nQ 2491 3084 2119 3084 \nQ 1678 3084 1418 2786 \nQ 1159 2488 1159 1978 \nL 1159 0 \nL 581 0 \nL 581 3500 \nL 1159 3500 \nL 1159 2956 \nQ 1356 3278 1631 3431 \nQ 1906 3584 2284 3584 \nQ 2666 3584 2933 3390 \nQ 3200 3197 3328 2828 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-61\" d=\"M 2194 1759 \nQ 1497 1759 1228 1600 \nQ 959 1441 959 1056 \nQ 959 750 1161 570 \nQ 1363 391 1709 391 \nQ 2188 391 2477 730 \nQ 2766 1069 2766 1631 \nL 2766 1759 \nL 2194 1759 \nz\nM 3341 1997 \nL 3341 0 \nL 2766 0 \nL 2766 531 \nQ 2569 213 2275 61 \nQ 1981 -91 1556 -91 \nQ 1019 -91 701 211 \nQ 384 513 384 1019 \nQ 384 1609 779 1909 \nQ 1175 2209 1959 2209 \nL 2766 2209 \nL 2766 2266 \nQ 2766 2663 2505 2880 \nQ 2244 3097 1772 3097 \nQ 1472 3097 1187 3025 \nQ 903 2953 641 2809 \nL 641 3341 \nQ 956 3463 1253 3523 \nQ 1550 3584 1831 3584 \nQ 2591 3584 2966 3190 \nQ 3341 2797 3341 1997 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-6c\" d=\"M 603 4863 \nL 1178 4863 \nL 1178 0 \nL 603 0 \nL 603 4863 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-65\" d=\"M 3597 1894 \nL 3597 1613 \nL 953 1613 \nQ 991 1019 1311 708 \nQ 1631 397 2203 397 \nQ 2534 397 2845 478 \nQ 3156 559 3463 722 \nL 3463 178 \nQ 3153 47 2828 -22 \nQ 2503 -91 2169 -91 \nQ 1331 -91 842 396 \nQ 353 884 353 1716 \nQ 353 2575 817 3079 \nQ 1281 3584 2069 3584 \nQ 2775 3584 3186 3129 \nQ 3597 2675 3597 1894 \nz\nM 3022 2063 \nQ 3016 2534 2758 2815 \nQ 2500 3097 2075 3097 \nQ 1594 3097 1305 2825 \nQ 1016 2553 972 2059 \nL 3022 2063 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-6d\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"97.412109\"/>\n <use xlink:href=\"#DejaVuSans-6c\" x=\"158.691406\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"186.474609\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_2\">\n <g id=\"line2d_2\">\n <g>\n <use xlink:href=\"#m7a9e1c5e5a\" x=\"298.065625\" y=\"239.758125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_2\">\n <!-- female -->\n <g transform=\"translate(280.828906 254.356562)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-66\" d=\"M 2375 4863 \nL 2375 4384 \nL 1825 4384 \nQ 1516 4384 1395 4259 \nQ 1275 4134 1275 3809 \nL 1275 3500 \nL 2222 3500 \nL 2222 3053 \nL 1275 3053 \nL 1275 0 \nL 697 0 \nL 697 3053 \nL 147 3053 \nL 147 3500 \nL 697 3500 \nL 697 3744 \nQ 697 4328 969 4595 \nQ 1241 4863 1831 4863 \nL 2375 4863 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-66\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"35.205078\"/>\n <use xlink:href=\"#DejaVuSans-6d\" x=\"96.728516\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"194.140625\"/>\n <use xlink:href=\"#DejaVuSans-6c\" x=\"255.419922\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"283.203125\"/>\n </g>\n </g>\n </g>\n <g id=\"text_3\">\n <!-- Sex -->\n <g transform=\"translate(205.242969 268.034687)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-53\" d=\"M 3425 4513 \nL 3425 3897 \nQ 3066 4069 2747 4153 \nQ 2428 4238 2131 4238 \nQ 1616 4238 1336 4038 \nQ 1056 3838 1056 3469 \nQ 1056 3159 1242 3001 \nQ 1428 2844 1947 2747 \nL 2328 2669 \nQ 3034 2534 3370 2195 \nQ 3706 1856 3706 1288 \nQ 3706 609 3251 259 \nQ 2797 -91 1919 -91 \nQ 1588 -91 1214 -16 \nQ 841 59 441 206 \nL 441 856 \nQ 825 641 1194 531 \nQ 1563 422 1919 422 \nQ 2459 422 2753 634 \nQ 3047 847 3047 1241 \nQ 3047 1584 2836 1778 \nQ 2625 1972 2144 2069 \nL 1759 2144 \nQ 1053 2284 737 2584 \nQ 422 2884 422 3419 \nQ 422 4038 858 4394 \nQ 1294 4750 2059 4750 \nQ 2388 4750 2728 4690 \nQ 3069 4631 3425 4513 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-78\" d=\"M 3513 3500 \nL 2247 1797 \nL 3578 0 \nL 2900 0 \nL 1881 1375 \nL 863 0 \nL 184 0 \nL 1544 1831 \nL 300 3500 \nL 978 3500 \nL 1906 2253 \nL 2834 3500 \nL 3513 3500 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-53\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"63.476562\"/>\n <use xlink:href=\"#DejaVuSans-78\" x=\"123.25\"/>\n </g>\n </g>\n </g>\n <g id=\"matplotlib.axis_2\">\n <g id=\"ytick_1\">\n <g id=\"line2d_3\">\n <defs>\n <path id=\"m210f9545f3\" d=\"M 0 0 \nL -3.5 0 \n\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </defs>\n <g>\n <use xlink:href=\"#m210f9545f3\" x=\"46.965625\" y=\"239.758125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_4\">\n <!-- 0 -->\n <g transform=\"translate(33.603125 243.557344)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-30\" d=\"M 2034 4250 \nQ 1547 4250 1301 3770 \nQ 1056 3291 1056 2328 \nQ 1056 1369 1301 889 \nQ 1547 409 2034 409 \nQ 2525 409 2770 889 \nQ 3016 1369 3016 2328 \nQ 3016 3291 2770 3770 \nQ 2525 4250 2034 4250 \nz\nM 2034 4750 \nQ 2819 4750 3233 4129 \nQ 3647 3509 3647 2328 \nQ 3647 1150 3233 529 \nQ 2819 -91 2034 -91 \nQ 1250 -91 836 529 \nQ 422 1150 422 2328 \nQ 422 3509 836 4129 \nQ 1250 4750 2034 4750 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-30\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_2\">\n <g id=\"line2d_4\">\n <g>\n <use xlink:href=\"#m210f9545f3\" x=\"46.965625\" y=\"203.868053\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_5\">\n <!-- 100 -->\n <g transform=\"translate(20.878125 207.667272)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-31\" d=\"M 794 531 \nL 1825 531 \nL 1825 4091 \nL 703 3866 \nL 703 4441 \nL 1819 4666 \nL 2450 4666 \nL 2450 531 \nL 3481 531 \nL 3481 0 \nL 794 0 \nL 794 531 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-31\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_3\">\n <g id=\"line2d_5\">\n <g>\n <use xlink:href=\"#m210f9545f3\" x=\"46.965625\" y=\"167.977981\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_6\">\n <!-- 200 -->\n <g transform=\"translate(20.878125 171.7772)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-32\" d=\"M 1228 531 \nL 3431 531 \nL 3431 0 \nL 469 0 \nL 469 531 \nQ 828 903 1448 1529 \nQ 2069 2156 2228 2338 \nQ 2531 2678 2651 2914 \nQ 2772 3150 2772 3378 \nQ 2772 3750 2511 3984 \nQ 2250 4219 1831 4219 \nQ 1534 4219 1204 4116 \nQ 875 4013 500 3803 \nL 500 4441 \nQ 881 4594 1212 4672 \nQ 1544 4750 1819 4750 \nQ 2544 4750 2975 4387 \nQ 3406 4025 3406 3419 \nQ 3406 3131 3298 2873 \nQ 3191 2616 2906 2266 \nQ 2828 2175 2409 1742 \nQ 1991 1309 1228 531 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-32\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_4\">\n <g id=\"line2d_6\">\n <g>\n <use xlink:href=\"#m210f9545f3\" x=\"46.965625\" y=\"132.08791\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_7\">\n <!-- 300 -->\n <g transform=\"translate(20.878125 135.887128)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-33\" d=\"M 2597 2516 \nQ 3050 2419 3304 2112 \nQ 3559 1806 3559 1356 \nQ 3559 666 3084 287 \nQ 2609 -91 1734 -91 \nQ 1441 -91 1130 -33 \nQ 819 25 488 141 \nL 488 750 \nQ 750 597 1062 519 \nQ 1375 441 1716 441 \nQ 2309 441 2620 675 \nQ 2931 909 2931 1356 \nQ 2931 1769 2642 2001 \nQ 2353 2234 1838 2234 \nL 1294 2234 \nL 1294 2753 \nL 1863 2753 \nQ 2328 2753 2575 2939 \nQ 2822 3125 2822 3475 \nQ 2822 3834 2567 4026 \nQ 2313 4219 1838 4219 \nQ 1578 4219 1281 4162 \nQ 984 4106 628 3988 \nL 628 4550 \nQ 988 4650 1302 4700 \nQ 1616 4750 1894 4750 \nQ 2613 4750 3031 4423 \nQ 3450 4097 3450 3541 \nQ 3450 3153 3228 2886 \nQ 3006 2619 2597 2516 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-33\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_5\">\n <g id=\"line2d_7\">\n <g>\n <use xlink:href=\"#m210f9545f3\" x=\"46.965625\" y=\"96.197838\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_8\">\n <!-- 400 -->\n <g transform=\"translate(20.878125 99.997057)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-34\" d=\"M 2419 4116 \nL 825 1625 \nL 2419 1625 \nL 2419 4116 \nz\nM 2253 4666 \nL 3047 4666 \nL 3047 1625 \nL 3713 1625 \nL 3713 1100 \nL 3047 1100 \nL 3047 0 \nL 2419 0 \nL 2419 1100 \nL 313 1100 \nL 313 1709 \nL 2253 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-34\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_6\">\n <g id=\"line2d_8\">\n <g>\n <use xlink:href=\"#m210f9545f3\" x=\"46.965625\" y=\"60.307766\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_9\">\n <!-- 500 -->\n <g transform=\"translate(20.878125 64.106985)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-35\" d=\"M 691 4666 \nL 3169 4666 \nL 3169 4134 \nL 1269 4134 \nL 1269 2991 \nQ 1406 3038 1543 3061 \nQ 1681 3084 1819 3084 \nQ 2600 3084 3056 2656 \nQ 3513 2228 3513 1497 \nQ 3513 744 3044 326 \nQ 2575 -91 1722 -91 \nQ 1428 -91 1123 -41 \nQ 819 9 494 109 \nL 494 744 \nQ 775 591 1075 516 \nQ 1375 441 1709 441 \nQ 2250 441 2565 725 \nQ 2881 1009 2881 1497 \nQ 2881 1984 2565 2268 \nQ 2250 2553 1709 2553 \nQ 1456 2553 1204 2497 \nQ 953 2441 691 2322 \nL 691 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-35\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_7\">\n <g id=\"line2d_9\">\n <g>\n <use xlink:href=\"#m210f9545f3\" x=\"46.965625\" y=\"24.417694\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_10\">\n <!-- 600 -->\n <g transform=\"translate(20.878125 28.216913)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-36\" d=\"M 2113 2584 \nQ 1688 2584 1439 2293 \nQ 1191 2003 1191 1497 \nQ 1191 994 1439 701 \nQ 1688 409 2113 409 \nQ 2538 409 2786 701 \nQ 3034 994 3034 1497 \nQ 3034 2003 2786 2293 \nQ 2538 2584 2113 2584 \nz\nM 3366 4563 \nL 3366 3988 \nQ 3128 4100 2886 4159 \nQ 2644 4219 2406 4219 \nQ 1781 4219 1451 3797 \nQ 1122 3375 1075 2522 \nQ 1259 2794 1537 2939 \nQ 1816 3084 2150 3084 \nQ 2853 3084 3261 2657 \nQ 3669 2231 3669 1497 \nQ 3669 778 3244 343 \nQ 2819 -91 2113 -91 \nQ 1303 -91 875 529 \nQ 447 1150 447 2328 \nQ 447 3434 972 4092 \nQ 1497 4750 2381 4750 \nQ 2619 4750 2861 4703 \nQ 3103 4656 3366 4563 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-36\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"text_11\">\n <!-- Counter -->\n <g transform=\"translate(14.798438 151.018594)rotate(-90)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-43\" d=\"M 4122 4306 \nL 4122 3641 \nQ 3803 3938 3442 4084 \nQ 3081 4231 2675 4231 \nQ 1875 4231 1450 3742 \nQ 1025 3253 1025 2328 \nQ 1025 1406 1450 917 \nQ 1875 428 2675 428 \nQ 3081 428 3442 575 \nQ 3803 722 4122 1019 \nL 4122 359 \nQ 3791 134 3420 21 \nQ 3050 -91 2638 -91 \nQ 1578 -91 968 557 \nQ 359 1206 359 2328 \nQ 359 3453 968 4101 \nQ 1578 4750 2638 4750 \nQ 3056 4750 3426 4639 \nQ 3797 4528 4122 4306 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-6f\" d=\"M 1959 3097 \nQ 1497 3097 1228 2736 \nQ 959 2375 959 1747 \nQ 959 1119 1226 758 \nQ 1494 397 1959 397 \nQ 2419 397 2687 759 \nQ 2956 1122 2956 1747 \nQ 2956 2369 2687 2733 \nQ 2419 3097 1959 3097 \nz\nM 1959 3584 \nQ 2709 3584 3137 3096 \nQ 3566 2609 3566 1747 \nQ 3566 888 3137 398 \nQ 2709 -91 1959 -91 \nQ 1206 -91 779 398 \nQ 353 888 353 1747 \nQ 353 2609 779 3096 \nQ 1206 3584 1959 3584 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-75\" d=\"M 544 1381 \nL 544 3500 \nL 1119 3500 \nL 1119 1403 \nQ 1119 906 1312 657 \nQ 1506 409 1894 409 \nQ 2359 409 2629 706 \nQ 2900 1003 2900 1516 \nL 2900 3500 \nL 3475 3500 \nL 3475 0 \nL 2900 0 \nL 2900 538 \nQ 2691 219 2414 64 \nQ 2138 -91 1772 -91 \nQ 1169 -91 856 284 \nQ 544 659 544 1381 \nz\nM 1991 3584 \nL 1991 3584 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-6e\" d=\"M 3513 2113 \nL 3513 0 \nL 2938 0 \nL 2938 2094 \nQ 2938 2591 2744 2837 \nQ 2550 3084 2163 3084 \nQ 1697 3084 1428 2787 \nQ 1159 2491 1159 1978 \nL 1159 0 \nL 581 0 \nL 581 3500 \nL 1159 3500 \nL 1159 2956 \nQ 1366 3272 1645 3428 \nQ 1925 3584 2291 3584 \nQ 2894 3584 3203 3211 \nQ 3513 2838 3513 2113 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-74\" d=\"M 1172 4494 \nL 1172 3500 \nL 2356 3500 \nL 2356 3053 \nL 1172 3053 \nL 1172 1153 \nQ 1172 725 1289 603 \nQ 1406 481 1766 481 \nL 2356 481 \nL 2356 0 \nL 1766 0 \nQ 1100 0 847 248 \nQ 594 497 594 1153 \nL 594 3053 \nL 172 3053 \nL 172 3500 \nL 594 3500 \nL 594 4494 \nL 1172 4494 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-72\" d=\"M 2631 2963 \nQ 2534 3019 2420 3045 \nQ 2306 3072 2169 3072 \nQ 1681 3072 1420 2755 \nQ 1159 2438 1159 1844 \nL 1159 0 \nL 581 0 \nL 581 3500 \nL 1159 3500 \nL 1159 2956 \nQ 1341 3275 1631 3429 \nQ 1922 3584 2338 3584 \nQ 2397 3584 2469 3576 \nQ 2541 3569 2628 3553 \nL 2631 2963 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-43\"/>\n <use xlink:href=\"#DejaVuSans-6f\" x=\"69.824219\"/>\n <use xlink:href=\"#DejaVuSans-75\" x=\"131.005859\"/>\n <use xlink:href=\"#DejaVuSans-6e\" x=\"194.384766\"/>\n <use xlink:href=\"#DejaVuSans-74\" x=\"257.763672\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"296.972656\"/>\n <use xlink:href=\"#DejaVuSans-72\" x=\"358.496094\"/>\n </g>\n </g>\n </g>\n <g id=\"patch_5\">\n <path d=\"M 46.965625 239.758125 \nL 46.965625 22.318125 \n\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n </g>\n <g id=\"patch_6\">\n <path d=\"M 381.765625 239.758125 \nL 381.765625 22.318125 \n\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n </g>\n <g id=\"patch_7\">\n <path d=\"M 46.965625 239.758125 \nL 381.765625 239.758125 \n\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n </g>\n <g id=\"patch_8\">\n <path d=\"M 46.965625 22.318125 \nL 381.765625 22.318125 \n\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n </g>\n <g id=\"text_12\">\n <!-- The Bar Chart of Sex -->\n <g transform=\"translate(152.100625 16.318125)scale(0.12 -0.12)\">\n <defs>\n <path id=\"DejaVuSans-54\" d=\"M -19 4666 \nL 3928 4666 \nL 3928 4134 \nL 2272 4134 \nL 2272 0 \nL 1638 0 \nL 1638 4134 \nL -19 4134 \nL -19 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-68\" d=\"M 3513 2113 \nL 3513 0 \nL 2938 0 \nL 2938 2094 \nQ 2938 2591 2744 2837 \nQ 2550 3084 2163 3084 \nQ 1697 3084 1428 2787 \nQ 1159 2491 1159 1978 \nL 1159 0 \nL 581 0 \nL 581 4863 \nL 1159 4863 \nL 1159 2956 \nQ 1366 3272 1645 3428 \nQ 1925 3584 2291 3584 \nQ 2894 3584 3203 3211 \nQ 3513 2838 3513 2113 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-20\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-42\" d=\"M 1259 2228 \nL 1259 519 \nL 2272 519 \nQ 2781 519 3026 730 \nQ 3272 941 3272 1375 \nQ 3272 1813 3026 2020 \nQ 2781 2228 2272 2228 \nL 1259 2228 \nz\nM 1259 4147 \nL 1259 2741 \nL 2194 2741 \nQ 2656 2741 2882 2914 \nQ 3109 3088 3109 3444 \nQ 3109 3797 2882 3972 \nQ 2656 4147 2194 4147 \nL 1259 4147 \nz\nM 628 4666 \nL 2241 4666 \nQ 2963 4666 3353 4366 \nQ 3744 4066 3744 3513 \nQ 3744 3084 3544 2831 \nQ 3344 2578 2956 2516 \nQ 3422 2416 3680 2098 \nQ 3938 1781 3938 1306 \nQ 3938 681 3513 340 \nQ 3088 0 2303 0 \nL 628 0 \nL 628 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-54\"/>\n <use xlink:href=\"#DejaVuSans-68\" x=\"61.083984\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"124.462891\"/>\n <use xlink:href=\"#DejaVuSans-20\" x=\"185.986328\"/>\n <use xlink:href=\"#DejaVuSans-42\" x=\"217.773438\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"286.376953\"/>\n <use xlink:href=\"#DejaVuSans-72\" x=\"347.65625\"/>\n <use xlink:href=\"#DejaVuSans-20\" x=\"388.769531\"/>\n <use xlink:href=\"#DejaVuSans-43\" x=\"420.556641\"/>\n <use xlink:href=\"#DejaVuSans-68\" x=\"490.380859\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"553.759766\"/>\n <use xlink:href=\"#DejaVuSans-72\" x=\"615.039062\"/>\n <use xlink:href=\"#DejaVuSans-74\" x=\"656.152344\"/>\n <use xlink:href=\"#DejaVuSans-20\" x=\"695.361328\"/>\n <use xlink:href=\"#DejaVuSans-6f\" x=\"727.148438\"/>\n <use xlink:href=\"#DejaVuSans-66\" x=\"788.330078\"/>\n <use xlink:href=\"#DejaVuSans-20\" x=\"823.535156\"/>\n <use xlink:href=\"#DejaVuSans-53\" x=\"855.322266\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"918.798828\"/>\n <use xlink:href=\"#DejaVuSans-78\" x=\"978.572266\"/>\n </g>\n </g>\n </g>\n </g>\n <defs>\n <clipPath id=\"p12c524b775\">\n <rect x=\"46.965625\" y=\"22.318125\" width=\"334.8\" height=\"217.44\"/>\n </clipPath>\n </defs>\n</svg>\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"ax = titanic[\"Sex\"].value_counts().plot.bar()\n",
"ax.set_title(\"The Bar Chart of Sex\")\n",
"ax.set_xlabel(\"Sex\")\n",
"ax.set_ylabel(\"Counter\")\n",
"ax.set_xticklabels([\"male\", \"female\"], rotation=0)\n"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:ylabel='Sex'>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<svg xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"249.018125pt\" height=\"231.84pt\" viewBox=\"0 0 249.018125 231.84\" xmlns=\"http://www.w3.org/2000/svg\" version=\"1.1\">\n <metadata>\n <rdf:RDF xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n <cc:Work>\n <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n <dc:date>2022-06-30T09:00:52.623399</dc:date>\n <dc:format>image/svg+xml</dc:format>\n <dc:creator>\n <cc:Agent>\n <dc:title>Matplotlib v3.5.2, https://matplotlib.org/</dc:title>\n </cc:Agent>\n </dc:creator>\n </cc:Work>\n </rdf:RDF>\n </metadata>\n <defs>\n <style type=\"text/css\">*{stroke-linejoin: round; stroke-linecap: butt}</style>\n </defs>\n <g id=\"figure_1\">\n <g id=\"patch_1\">\n <path d=\"M 0 231.84 \nL 249.018125 231.84 \nL 249.018125 0 \nL 0 0 \nL 0 231.84 \nz\n\" style=\"fill: none\"/>\n </g>\n <g id=\"axes_1\">\n <g id=\"patch_2\">\n <path d=\"M 220.074125 115.92 \nC 220.074125 101.095268 216.283895 86.513796 209.064743 73.565572 \nC 201.84559 60.617348 191.434432 49.727308 178.823721 41.933552 \nC 166.21301 34.139797 151.816603 29.698101 137.006849 29.031874 \nC 122.197095 28.365647 107.460021 31.496752 94.200448 38.126714 \nC 80.940876 44.756677 69.593958 54.667914 61.241348 66.915631 \nC 52.888738 79.163348 47.804552 93.345599 46.473443 108.11045 \nC 45.142335 122.875301 47.607988 137.738198 53.635364 151.282327 \nC 59.662739 164.826455 69.05403 176.607323 80.914004 185.501909 \nL 133.098125 115.92 \nL 220.074125 115.92 \nz\n\" style=\"fill: #1f77b4\"/>\n </g>\n <g id=\"patch_3\">\n <path d=\"M 80.914004 185.501909 \nC 93.834867 195.192127 109.202995 201.094505 125.288579 202.544682 \nC 141.374162 203.994859 157.550153 200.936304 171.995809 193.713282 \nC 186.441465 186.490261 198.593665 175.384341 207.084579 161.645586 \nC 215.575493 147.90683 220.074128 132.070805 220.074125 115.919984 \nL 133.098125 115.92 \nL 80.914004 185.501909 \nz\n\" style=\"fill: #ff7f0e\"/>\n </g>\n <g id=\"matplotlib.axis_1\"/>\n <g id=\"matplotlib.axis_2\">\n <g id=\"text_1\">\n <!-- Sex -->\n <g transform=\"translate(14.798437 125.042656)rotate(-90)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-53\" d=\"M 3425 4513 \nL 3425 3897 \nQ 3066 4069 2747 4153 \nQ 2428 4238 2131 4238 \nQ 1616 4238 1336 4038 \nQ 1056 3838 1056 3469 \nQ 1056 3159 1242 3001 \nQ 1428 2844 1947 2747 \nL 2328 2669 \nQ 3034 2534 3370 2195 \nQ 3706 1856 3706 1288 \nQ 3706 609 3251 259 \nQ 2797 -91 1919 -91 \nQ 1588 -91 1214 -16 \nQ 841 59 441 206 \nL 441 856 \nQ 825 641 1194 531 \nQ 1563 422 1919 422 \nQ 2459 422 2753 634 \nQ 3047 847 3047 1241 \nQ 3047 1584 2836 1778 \nQ 2625 1972 2144 2069 \nL 1759 2144 \nQ 1053 2284 737 2584 \nQ 422 2884 422 3419 \nQ 422 4038 858 4394 \nQ 1294 4750 2059 4750 \nQ 2388 4750 2728 4690 \nQ 3069 4631 3425 4513 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-65\" d=\"M 3597 1894 \nL 3597 1613 \nL 953 1613 \nQ 991 1019 1311 708 \nQ 1631 397 2203 397 \nQ 2534 397 2845 478 \nQ 3156 559 3463 722 \nL 3463 178 \nQ 3153 47 2828 -22 \nQ 2503 -91 2169 -91 \nQ 1331 -91 842 396 \nQ 353 884 353 1716 \nQ 353 2575 817 3079 \nQ 1281 3584 2069 3584 \nQ 2775 3584 3186 3129 \nQ 3597 2675 3597 1894 \nz\nM 3022 2063 \nQ 3016 2534 2758 2815 \nQ 2500 3097 2075 3097 \nQ 1594 3097 1305 2825 \nQ 1016 2553 972 2059 \nL 3022 2063 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-78\" d=\"M 3513 3500 \nL 2247 1797 \nL 3578 0 \nL 2900 0 \nL 1881 1375 \nL 863 0 \nL 184 0 \nL 1544 1831 \nL 300 3500 \nL 978 3500 \nL 1906 2253 \nL 2834 3500 \nL 3513 3500 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-53\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"63.476562\"/>\n <use xlink:href=\"#DejaVuSans-78\" x=\"123.25\"/>\n </g>\n </g>\n </g>\n <g id=\"text_2\">\n <!-- male -->\n <g transform=\"translate(65.510681 33.106761)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-6d\" d=\"M 3328 2828 \nQ 3544 3216 3844 3400 \nQ 4144 3584 4550 3584 \nQ 5097 3584 5394 3201 \nQ 5691 2819 5691 2113 \nL 5691 0 \nL 5113 0 \nL 5113 2094 \nQ 5113 2597 4934 2840 \nQ 4756 3084 4391 3084 \nQ 3944 3084 3684 2787 \nQ 3425 2491 3425 1978 \nL 3425 0 \nL 2847 0 \nL 2847 2094 \nQ 2847 2600 2669 2842 \nQ 2491 3084 2119 3084 \nQ 1678 3084 1418 2786 \nQ 1159 2488 1159 1978 \nL 1159 0 \nL 581 0 \nL 581 3500 \nL 1159 3500 \nL 1159 2956 \nQ 1356 3278 1631 3431 \nQ 1906 3584 2284 3584 \nQ 2666 3584 2933 3390 \nQ 3200 3197 3328 2828 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-61\" d=\"M 2194 1759 \nQ 1497 1759 1228 1600 \nQ 959 1441 959 1056 \nQ 959 750 1161 570 \nQ 1363 391 1709 391 \nQ 2188 391 2477 730 \nQ 2766 1069 2766 1631 \nL 2766 1759 \nL 2194 1759 \nz\nM 3341 1997 \nL 3341 0 \nL 2766 0 \nL 2766 531 \nQ 2569 213 2275 61 \nQ 1981 -91 1556 -91 \nQ 1019 -91 701 211 \nQ 384 513 384 1019 \nQ 384 1609 779 1909 \nQ 1175 2209 1959 2209 \nL 2766 2209 \nL 2766 2266 \nQ 2766 2663 2505 2880 \nQ 2244 3097 1772 3097 \nQ 1472 3097 1187 3025 \nQ 903 2953 641 2809 \nL 641 3341 \nQ 956 3463 1253 3523 \nQ 1550 3584 1831 3584 \nQ 2591 3584 2966 3190 \nQ 3341 2797 3341 1997 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-6c\" d=\"M 603 4863 \nL 1178 4863 \nL 1178 0 \nL 603 0 \nL 603 4863 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-6d\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"97.412109\"/>\n <use xlink:href=\"#DejaVuSans-6c\" x=\"158.691406\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"186.474609\"/>\n </g>\n </g>\n <g id=\"text_3\">\n <!-- female -->\n <g transform=\"translate(175.885577 204.251985)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-66\" d=\"M 2375 4863 \nL 2375 4384 \nL 1825 4384 \nQ 1516 4384 1395 4259 \nQ 1275 4134 1275 3809 \nL 1275 3500 \nL 2222 3500 \nL 2222 3053 \nL 1275 3053 \nL 1275 0 \nL 697 0 \nL 697 3053 \nL 147 3053 \nL 147 3500 \nL 697 3500 \nL 697 3744 \nQ 697 4328 969 4595 \nQ 1241 4863 1831 4863 \nL 2375 4863 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-66\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"35.205078\"/>\n <use xlink:href=\"#DejaVuSans-6d\" x=\"96.728516\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"194.140625\"/>\n <use xlink:href=\"#DejaVuSans-6c\" x=\"255.419922\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"283.203125\"/>\n </g>\n </g>\n </g>\n </g>\n</svg>\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"titanic[\"Sex\"].value_counts().plot.pie()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'The Bar Chart of Sex'}, xlabel='Sex', ylabel='Number'>"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<svg xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"497.7025pt\" height=\"402.893139pt\" viewBox=\"0 0 497.7025 402.893139\" xmlns=\"http://www.w3.org/2000/svg\" version=\"1.1\">\n <metadata>\n <rdf:RDF xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n <cc:Work>\n <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n <dc:date>2022-06-30T09:00:52.733823</dc:date>\n <dc:format>image/svg+xml</dc:format>\n <dc:creator>\n <cc:Agent>\n <dc:title>Matplotlib v3.5.2, https://matplotlib.org/</dc:title>\n </cc:Agent>\n </dc:creator>\n </cc:Work>\n </rdf:RDF>\n </metadata>\n <defs>\n <style type=\"text/css\">*{stroke-linejoin: round; stroke-linecap: butt}</style>\n </defs>\n <g id=\"figure_1\">\n <g id=\"patch_1\">\n <path d=\"M 0 402.893139 \nL 497.7025 402.893139 \nL 497.7025 0 \nL 0 0 \nL 0 402.893139 \nz\n\" style=\"fill: none\"/>\n </g>\n <g id=\"axes_1\">\n <g id=\"patch_2\">\n <path d=\"M 44.1025 348.478125 \nL 490.5025 348.478125 \nL 490.5025 22.318125 \nL 44.1025 22.318125 \nz\n\" style=\"fill: #ffffff\"/>\n </g>\n <g id=\"patch_3\">\n <path d=\"M 99.9025 348.478125 \nL 211.5025 348.478125 \nL 211.5025 6.306634 \nL 99.9025 6.306634 \nz\n\" clip-path=\"url(#pa12b48e8e9)\" style=\"fill: #1f77b4\"/>\n </g>\n <g id=\"patch_4\">\n <path d=\"M 323.1025 348.478125 \nL 434.7025 348.478125 \nL 434.7025 162.270416 \nL 323.1025 162.270416 \nz\n\" clip-path=\"url(#pa12b48e8e9)\" style=\"fill: #1f77b4\"/>\n </g>\n <g id=\"matplotlib.axis_1\">\n <g id=\"xtick_1\">\n <g id=\"line2d_1\">\n <defs>\n <path id=\"me3faafbe43\" d=\"M 0 0 \nL 0 3.5 \n\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </defs>\n <g>\n <use xlink:href=\"#me3faafbe43\" x=\"155.7025\" y=\"348.478125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_1\">\n <!-- male -->\n <g transform=\"translate(149.908091 374.950907)rotate(-45)scale(0.085 -0.085)\">\n <defs>\n <path id=\"DejaVuSans-6d\" d=\"M 3328 2828 \nQ 3544 3216 3844 3400 \nQ 4144 3584 4550 3584 \nQ 5097 3584 5394 3201 \nQ 5691 2819 5691 2113 \nL 5691 0 \nL 5113 0 \nL 5113 2094 \nQ 5113 2597 4934 2840 \nQ 4756 3084 4391 3084 \nQ 3944 3084 3684 2787 \nQ 3425 2491 3425 1978 \nL 3425 0 \nL 2847 0 \nL 2847 2094 \nQ 2847 2600 2669 2842 \nQ 2491 3084 2119 3084 \nQ 1678 3084 1418 2786 \nQ 1159 2488 1159 1978 \nL 1159 0 \nL 581 0 \nL 581 3500 \nL 1159 3500 \nL 1159 2956 \nQ 1356 3278 1631 3431 \nQ 1906 3584 2284 3584 \nQ 2666 3584 2933 3390 \nQ 3200 3197 3328 2828 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-61\" d=\"M 2194 1759 \nQ 1497 1759 1228 1600 \nQ 959 1441 959 1056 \nQ 959 750 1161 570 \nQ 1363 391 1709 391 \nQ 2188 391 2477 730 \nQ 2766 1069 2766 1631 \nL 2766 1759 \nL 2194 1759 \nz\nM 3341 1997 \nL 3341 0 \nL 2766 0 \nL 2766 531 \nQ 2569 213 2275 61 \nQ 1981 -91 1556 -91 \nQ 1019 -91 701 211 \nQ 384 513 384 1019 \nQ 384 1609 779 1909 \nQ 1175 2209 1959 2209 \nL 2766 2209 \nL 2766 2266 \nQ 2766 2663 2505 2880 \nQ 2244 3097 1772 3097 \nQ 1472 3097 1187 3025 \nQ 903 2953 641 2809 \nL 641 3341 \nQ 956 3463 1253 3523 \nQ 1550 3584 1831 3584 \nQ 2591 3584 2966 3190 \nQ 3341 2797 3341 1997 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-6c\" d=\"M 603 4863 \nL 1178 4863 \nL 1178 0 \nL 603 0 \nL 603 4863 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-65\" d=\"M 3597 1894 \nL 3597 1613 \nL 953 1613 \nQ 991 1019 1311 708 \nQ 1631 397 2203 397 \nQ 2534 397 2845 478 \nQ 3156 559 3463 722 \nL 3463 178 \nQ 3153 47 2828 -22 \nQ 2503 -91 2169 -91 \nQ 1331 -91 842 396 \nQ 353 884 353 1716 \nQ 353 2575 817 3079 \nQ 1281 3584 2069 3584 \nQ 2775 3584 3186 3129 \nQ 3597 2675 3597 1894 \nz\nM 3022 2063 \nQ 3016 2534 2758 2815 \nQ 2500 3097 2075 3097 \nQ 1594 3097 1305 2825 \nQ 1016 2553 972 2059 \nL 3022 2063 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-6d\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"97.412109\"/>\n <use xlink:href=\"#DejaVuSans-6c\" x=\"158.691406\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"186.474609\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_2\">\n <g id=\"line2d_2\">\n <g>\n <use xlink:href=\"#me3faafbe43\" x=\"378.9025\" y=\"348.478125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_2\">\n <!-- female -->\n <g transform=\"translate(370.201026 380.765037)rotate(-45)scale(0.085 -0.085)\">\n <defs>\n <path id=\"DejaVuSans-66\" d=\"M 2375 4863 \nL 2375 4384 \nL 1825 4384 \nQ 1516 4384 1395 4259 \nQ 1275 4134 1275 3809 \nL 1275 3500 \nL 2222 3500 \nL 2222 3053 \nL 1275 3053 \nL 1275 0 \nL 697 0 \nL 697 3053 \nL 147 3053 \nL 147 3500 \nL 697 3500 \nL 697 3744 \nQ 697 4328 969 4595 \nQ 1241 4863 1831 4863 \nL 2375 4863 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-66\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"35.205078\"/>\n <use xlink:href=\"#DejaVuSans-6d\" x=\"96.728516\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"194.140625\"/>\n <use xlink:href=\"#DejaVuSans-6c\" x=\"255.419922\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"283.203125\"/>\n </g>\n </g>\n </g>\n <g id=\"text_3\">\n <!-- Sex -->\n <g transform=\"translate(258.179844 393.613451)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-53\" d=\"M 3425 4513 \nL 3425 3897 \nQ 3066 4069 2747 4153 \nQ 2428 4238 2131 4238 \nQ 1616 4238 1336 4038 \nQ 1056 3838 1056 3469 \nQ 1056 3159 1242 3001 \nQ 1428 2844 1947 2747 \nL 2328 2669 \nQ 3034 2534 3370 2195 \nQ 3706 1856 3706 1288 \nQ 3706 609 3251 259 \nQ 2797 -91 1919 -91 \nQ 1588 -91 1214 -16 \nQ 841 59 441 206 \nL 441 856 \nQ 825 641 1194 531 \nQ 1563 422 1919 422 \nQ 2459 422 2753 634 \nQ 3047 847 3047 1241 \nQ 3047 1584 2836 1778 \nQ 2625 1972 2144 2069 \nL 1759 2144 \nQ 1053 2284 737 2584 \nQ 422 2884 422 3419 \nQ 422 4038 858 4394 \nQ 1294 4750 2059 4750 \nQ 2388 4750 2728 4690 \nQ 3069 4631 3425 4513 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-78\" d=\"M 3513 3500 \nL 2247 1797 \nL 3578 0 \nL 2900 0 \nL 1881 1375 \nL 863 0 \nL 184 0 \nL 1544 1831 \nL 300 3500 \nL 978 3500 \nL 1906 2253 \nL 2834 3500 \nL 3513 3500 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-53\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"63.476562\"/>\n <use xlink:href=\"#DejaVuSans-78\" x=\"123.25\"/>\n </g>\n </g>\n </g>\n <g id=\"matplotlib.axis_2\">\n <g id=\"ytick_1\">\n <g id=\"line2d_3\">\n <defs>\n <path id=\"md59f06abb7\" d=\"M 0 0 \nL -3.5 0 \n\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </defs>\n <g>\n <use xlink:href=\"#md59f06abb7\" x=\"44.1025\" y=\"348.478125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_4\">\n <!-- 0 -->\n <g transform=\"translate(31.694375 351.707461)scale(0.085 -0.085)\">\n <defs>\n <path id=\"DejaVuSans-30\" d=\"M 2034 4250 \nQ 1547 4250 1301 3770 \nQ 1056 3291 1056 2328 \nQ 1056 1369 1301 889 \nQ 1547 409 2034 409 \nQ 2525 409 2770 889 \nQ 3016 1369 3016 2328 \nQ 3016 3291 2770 3770 \nQ 2525 4250 2034 4250 \nz\nM 2034 4750 \nQ 2819 4750 3233 4129 \nQ 3647 3509 3647 2328 \nQ 3647 1150 3233 529 \nQ 2819 -91 2034 -91 \nQ 1250 -91 836 529 \nQ 422 1150 422 2328 \nQ 422 3509 836 4129 \nQ 1250 4750 2034 4750 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-30\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_2\">\n <g id=\"line2d_4\">\n <g>\n <use xlink:href=\"#md59f06abb7\" x=\"44.1025\" y=\"289.176307\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_5\">\n <!-- 100 -->\n <g transform=\"translate(20.878125 292.405643)scale(0.085 -0.085)\">\n <defs>\n <path id=\"DejaVuSans-31\" d=\"M 794 531 \nL 1825 531 \nL 1825 4091 \nL 703 3866 \nL 703 4441 \nL 1819 4666 \nL 2450 4666 \nL 2450 531 \nL 3481 531 \nL 3481 0 \nL 794 0 \nL 794 531 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-31\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_3\">\n <g id=\"line2d_5\">\n <g>\n <use xlink:href=\"#md59f06abb7\" x=\"44.1025\" y=\"229.874489\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_6\">\n <!-- 200 -->\n <g transform=\"translate(20.878125 233.103825)scale(0.085 -0.085)\">\n <defs>\n <path id=\"DejaVuSans-32\" d=\"M 1228 531 \nL 3431 531 \nL 3431 0 \nL 469 0 \nL 469 531 \nQ 828 903 1448 1529 \nQ 2069 2156 2228 2338 \nQ 2531 2678 2651 2914 \nQ 2772 3150 2772 3378 \nQ 2772 3750 2511 3984 \nQ 2250 4219 1831 4219 \nQ 1534 4219 1204 4116 \nQ 875 4013 500 3803 \nL 500 4441 \nQ 881 4594 1212 4672 \nQ 1544 4750 1819 4750 \nQ 2544 4750 2975 4387 \nQ 3406 4025 3406 3419 \nQ 3406 3131 3298 2873 \nQ 3191 2616 2906 2266 \nQ 2828 2175 2409 1742 \nQ 1991 1309 1228 531 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-32\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_4\">\n <g id=\"line2d_6\">\n <g>\n <use xlink:href=\"#md59f06abb7\" x=\"44.1025\" y=\"170.57267\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_7\">\n <!-- 300 -->\n <g transform=\"translate(20.878125 173.802006)scale(0.085 -0.085)\">\n <defs>\n <path id=\"DejaVuSans-33\" d=\"M 2597 2516 \nQ 3050 2419 3304 2112 \nQ 3559 1806 3559 1356 \nQ 3559 666 3084 287 \nQ 2609 -91 1734 -91 \nQ 1441 -91 1130 -33 \nQ 819 25 488 141 \nL 488 750 \nQ 750 597 1062 519 \nQ 1375 441 1716 441 \nQ 2309 441 2620 675 \nQ 2931 909 2931 1356 \nQ 2931 1769 2642 2001 \nQ 2353 2234 1838 2234 \nL 1294 2234 \nL 1294 2753 \nL 1863 2753 \nQ 2328 2753 2575 2939 \nQ 2822 3125 2822 3475 \nQ 2822 3834 2567 4026 \nQ 2313 4219 1838 4219 \nQ 1578 4219 1281 4162 \nQ 984 4106 628 3988 \nL 628 4550 \nQ 988 4650 1302 4700 \nQ 1616 4750 1894 4750 \nQ 2613 4750 3031 4423 \nQ 3450 4097 3450 3541 \nQ 3450 3153 3228 2886 \nQ 3006 2619 2597 2516 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-33\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_5\">\n <g id=\"line2d_7\">\n <g>\n <use xlink:href=\"#md59f06abb7\" x=\"44.1025\" y=\"111.270852\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_8\">\n <!-- 400 -->\n <g transform=\"translate(20.878125 114.500188)scale(0.085 -0.085)\">\n <defs>\n <path id=\"DejaVuSans-34\" d=\"M 2419 4116 \nL 825 1625 \nL 2419 1625 \nL 2419 4116 \nz\nM 2253 4666 \nL 3047 4666 \nL 3047 1625 \nL 3713 1625 \nL 3713 1100 \nL 3047 1100 \nL 3047 0 \nL 2419 0 \nL 2419 1100 \nL 313 1100 \nL 313 1709 \nL 2253 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-34\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_6\">\n <g id=\"line2d_8\">\n <g>\n <use xlink:href=\"#md59f06abb7\" x=\"44.1025\" y=\"51.969034\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n </g>\n </g>\n <g id=\"text_9\">\n <!-- 500 -->\n <g transform=\"translate(20.878125 55.19837)scale(0.085 -0.085)\">\n <defs>\n <path id=\"DejaVuSans-35\" d=\"M 691 4666 \nL 3169 4666 \nL 3169 4134 \nL 1269 4134 \nL 1269 2991 \nQ 1406 3038 1543 3061 \nQ 1681 3084 1819 3084 \nQ 2600 3084 3056 2656 \nQ 3513 2228 3513 1497 \nQ 3513 744 3044 326 \nQ 2575 -91 1722 -91 \nQ 1428 -91 1123 -41 \nQ 819 9 494 109 \nL 494 744 \nQ 775 591 1075 516 \nQ 1375 441 1709 441 \nQ 2250 441 2565 725 \nQ 2881 1009 2881 1497 \nQ 2881 1984 2565 2268 \nQ 2250 2553 1709 2553 \nQ 1456 2553 1204 2497 \nQ 953 2441 691 2322 \nL 691 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-35\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n </g>\n </g>\n </g>\n <g id=\"text_10\">\n <!-- Number -->\n <g transform=\"translate(14.798438 205.484062)rotate(-90)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-4e\" d=\"M 628 4666 \nL 1478 4666 \nL 3547 763 \nL 3547 4666 \nL 4159 4666 \nL 4159 0 \nL 3309 0 \nL 1241 3903 \nL 1241 0 \nL 628 0 \nL 628 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-75\" d=\"M 544 1381 \nL 544 3500 \nL 1119 3500 \nL 1119 1403 \nQ 1119 906 1312 657 \nQ 1506 409 1894 409 \nQ 2359 409 2629 706 \nQ 2900 1003 2900 1516 \nL 2900 3500 \nL 3475 3500 \nL 3475 0 \nL 2900 0 \nL 2900 538 \nQ 2691 219 2414 64 \nQ 2138 -91 1772 -91 \nQ 1169 -91 856 284 \nQ 544 659 544 1381 \nz\nM 1991 3584 \nL 1991 3584 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-62\" d=\"M 3116 1747 \nQ 3116 2381 2855 2742 \nQ 2594 3103 2138 3103 \nQ 1681 3103 1420 2742 \nQ 1159 2381 1159 1747 \nQ 1159 1113 1420 752 \nQ 1681 391 2138 391 \nQ 2594 391 2855 752 \nQ 3116 1113 3116 1747 \nz\nM 1159 2969 \nQ 1341 3281 1617 3432 \nQ 1894 3584 2278 3584 \nQ 2916 3584 3314 3078 \nQ 3713 2572 3713 1747 \nQ 3713 922 3314 415 \nQ 2916 -91 2278 -91 \nQ 1894 -91 1617 61 \nQ 1341 213 1159 525 \nL 1159 0 \nL 581 0 \nL 581 4863 \nL 1159 4863 \nL 1159 2969 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-72\" d=\"M 2631 2963 \nQ 2534 3019 2420 3045 \nQ 2306 3072 2169 3072 \nQ 1681 3072 1420 2755 \nQ 1159 2438 1159 1844 \nL 1159 0 \nL 581 0 \nL 581 3500 \nL 1159 3500 \nL 1159 2956 \nQ 1341 3275 1631 3429 \nQ 1922 3584 2338 3584 \nQ 2397 3584 2469 3576 \nQ 2541 3569 2628 3553 \nL 2631 2963 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-4e\"/>\n <use xlink:href=\"#DejaVuSans-75\" x=\"74.804688\"/>\n <use xlink:href=\"#DejaVuSans-6d\" x=\"138.183594\"/>\n <use xlink:href=\"#DejaVuSans-62\" x=\"235.595703\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"299.072266\"/>\n <use xlink:href=\"#DejaVuSans-72\" x=\"360.595703\"/>\n </g>\n </g>\n </g>\n <g id=\"patch_5\">\n <path d=\"M 44.1025 348.478125 \nL 44.1025 22.318125 \n\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n </g>\n <g id=\"patch_6\">\n <path d=\"M 490.5025 348.478125 \nL 490.5025 22.318125 \n\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n </g>\n <g id=\"patch_7\">\n <path d=\"M 44.1025 348.478125 \nL 490.5025 348.478125 \n\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n </g>\n <g id=\"patch_8\">\n <path d=\"M 44.1025 22.318125 \nL 490.5025 22.318125 \n\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n </g>\n <g id=\"text_11\">\n <!-- The Bar Chart of Sex -->\n <g transform=\"translate(205.0375 16.318125)scale(0.12 -0.12)\">\n <defs>\n <path id=\"DejaVuSans-54\" d=\"M -19 4666 \nL 3928 4666 \nL 3928 4134 \nL 2272 4134 \nL 2272 0 \nL 1638 0 \nL 1638 4134 \nL -19 4134 \nL -19 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-68\" d=\"M 3513 2113 \nL 3513 0 \nL 2938 0 \nL 2938 2094 \nQ 2938 2591 2744 2837 \nQ 2550 3084 2163 3084 \nQ 1697 3084 1428 2787 \nQ 1159 2491 1159 1978 \nL 1159 0 \nL 581 0 \nL 581 4863 \nL 1159 4863 \nL 1159 2956 \nQ 1366 3272 1645 3428 \nQ 1925 3584 2291 3584 \nQ 2894 3584 3203 3211 \nQ 3513 2838 3513 2113 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-20\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-42\" d=\"M 1259 2228 \nL 1259 519 \nL 2272 519 \nQ 2781 519 3026 730 \nQ 3272 941 3272 1375 \nQ 3272 1813 3026 2020 \nQ 2781 2228 2272 2228 \nL 1259 2228 \nz\nM 1259 4147 \nL 1259 2741 \nL 2194 2741 \nQ 2656 2741 2882 2914 \nQ 3109 3088 3109 3444 \nQ 3109 3797 2882 3972 \nQ 2656 4147 2194 4147 \nL 1259 4147 \nz\nM 628 4666 \nL 2241 4666 \nQ 2963 4666 3353 4366 \nQ 3744 4066 3744 3513 \nQ 3744 3084 3544 2831 \nQ 3344 2578 2956 2516 \nQ 3422 2416 3680 2098 \nQ 3938 1781 3938 1306 \nQ 3938 681 3513 340 \nQ 3088 0 2303 0 \nL 628 0 \nL 628 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-43\" d=\"M 4122 4306 \nL 4122 3641 \nQ 3803 3938 3442 4084 \nQ 3081 4231 2675 4231 \nQ 1875 4231 1450 3742 \nQ 1025 3253 1025 2328 \nQ 1025 1406 1450 917 \nQ 1875 428 2675 428 \nQ 3081 428 3442 575 \nQ 3803 722 4122 1019 \nL 4122 359 \nQ 3791 134 3420 21 \nQ 3050 -91 2638 -91 \nQ 1578 -91 968 557 \nQ 359 1206 359 2328 \nQ 359 3453 968 4101 \nQ 1578 4750 2638 4750 \nQ 3056 4750 3426 4639 \nQ 3797 4528 4122 4306 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-74\" d=\"M 1172 4494 \nL 1172 3500 \nL 2356 3500 \nL 2356 3053 \nL 1172 3053 \nL 1172 1153 \nQ 1172 725 1289 603 \nQ 1406 481 1766 481 \nL 2356 481 \nL 2356 0 \nL 1766 0 \nQ 1100 0 847 248 \nQ 594 497 594 1153 \nL 594 3053 \nL 172 3053 \nL 172 3500 \nL 594 3500 \nL 594 4494 \nL 1172 4494 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-6f\" d=\"M 1959 3097 \nQ 1497 3097 1228 2736 \nQ 959 2375 959 1747 \nQ 959 1119 1226 758 \nQ 1494 397 1959 397 \nQ 2419 397 2687 759 \nQ 2956 1122 2956 1747 \nQ 2956 2369 2687 2733 \nQ 2419 3097 1959 3097 \nz\nM 1959 3584 \nQ 2709 3584 3137 3096 \nQ 3566 2609 3566 1747 \nQ 3566 888 3137 398 \nQ 2709 -91 1959 -91 \nQ 1206 -91 779 398 \nQ 353 888 353 1747 \nQ 353 2609 779 3096 \nQ 1206 3584 1959 3584 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-54\"/>\n <use xlink:href=\"#DejaVuSans-68\" x=\"61.083984\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"124.462891\"/>\n <use xlink:href=\"#DejaVuSans-20\" x=\"185.986328\"/>\n <use xlink:href=\"#DejaVuSans-42\" x=\"217.773438\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"286.376953\"/>\n <use xlink:href=\"#DejaVuSans-72\" x=\"347.65625\"/>\n <use xlink:href=\"#DejaVuSans-20\" x=\"388.769531\"/>\n <use xlink:href=\"#DejaVuSans-43\" x=\"420.556641\"/>\n <use xlink:href=\"#DejaVuSans-68\" x=\"490.380859\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"553.759766\"/>\n <use xlink:href=\"#DejaVuSans-72\" x=\"615.039062\"/>\n <use xlink:href=\"#DejaVuSans-74\" x=\"656.152344\"/>\n <use xlink:href=\"#DejaVuSans-20\" x=\"695.361328\"/>\n <use xlink:href=\"#DejaVuSans-6f\" x=\"727.148438\"/>\n <use xlink:href=\"#DejaVuSans-66\" x=\"788.330078\"/>\n <use xlink:href=\"#DejaVuSans-20\" x=\"823.535156\"/>\n <use xlink:href=\"#DejaVuSans-53\" x=\"855.322266\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"918.798828\"/>\n <use xlink:href=\"#DejaVuSans-78\" x=\"978.572266\"/>\n </g>\n </g>\n <g id=\"legend_1\">\n <g id=\"patch_9\">\n <path d=\"M 433.257187 44.99625 \nL 483.5025 44.99625 \nQ 485.5025 44.99625 485.5025 42.99625 \nL 485.5025 29.318125 \nQ 485.5025 27.318125 483.5025 27.318125 \nL 433.257187 27.318125 \nQ 431.257187 27.318125 431.257187 29.318125 \nL 431.257187 42.99625 \nQ 431.257187 44.99625 433.257187 44.99625 \nz\n\" style=\"fill: #ffffff; opacity: 0.8; stroke: #cccccc; stroke-linejoin: miter\"/>\n </g>\n <g id=\"patch_10\">\n <path d=\"M 435.257187 38.916562 \nL 455.257187 38.916562 \nL 455.257187 31.916562 \nL 435.257187 31.916562 \nz\n\" style=\"fill: #1f77b4\"/>\n </g>\n <g id=\"text_12\">\n <!-- Sex -->\n <g transform=\"translate(463.257187 38.916562)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-53\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"63.476562\"/>\n <use xlink:href=\"#DejaVuSans-78\" x=\"123.25\"/>\n </g>\n </g>\n </g>\n </g>\n </g>\n <defs>\n <clipPath id=\"pa12b48e8e9\">\n <rect x=\"44.1025\" y=\"22.318125\" width=\"446.4\" height=\"326.16\"/>\n </clipPath>\n </defs>\n</svg>\n",
"text/plain": [
"<Figure size 576x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"titanic[\"Sex\"].value_counts().plot.bar(\n",
" figsize=(8, 6),\n",
" title=\"The Bar Chart of Sex\",\n",
" rot=45,\n",
" xlabel=\"Sex\",\n",
" ylabel=\"Number\",\n",
" ylim=(0, 550),\n",
" legend=True,\n",
" fontsize=8.5,\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.offsetbox.OffsetImage at 0x129558760>"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<svg xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"368.2pt\" height=\"461.358125pt\" viewBox=\"0 0 368.2 461.358125\" xmlns=\"http://www.w3.org/2000/svg\" version=\"1.1\">\n <metadata>\n <rdf:RDF xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n <cc:Work>\n <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n <dc:date>2022-06-30T09:00:52.860825</dc:date>\n <dc:format>image/svg+xml</dc:format>\n <dc:creator>\n <cc:Agent>\n <dc:title>Matplotlib v3.5.2, https://matplotlib.org/</dc:title>\n </cc:Agent>\n </dc:creator>\n </cc:Work>\n </rdf:RDF>\n </metadata>\n <defs>\n <style type=\"text/css\">*{stroke-linejoin: round; stroke-linecap: butt}</style>\n </defs>\n <g id=\"figure_1\">\n <g id=\"patch_1\">\n <path d=\"M -0 461.358125 \nL 368.2 461.358125 \nL 368.2 0 \nL -0 0 \nL -0 461.358125 \nz\n\" style=\"fill: none\"/>\n </g>\n <g id=\"axes_1\">\n <image xlink:href=\"data:image/png;base64,\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\" id=\"imagef4dd4d3a5b\" transform=\"scale(1 -1)translate(0 -102)\" x=\"35\" y=\"-334.358125\" width=\"301\" height=\"102\"/>\n <g id=\"patch_2\">\n <path d=\"M 324.8416 192.396525 \nC 324.8416 169.570365 319.005651 147.11876 307.890068 127.181926 \nC 296.774485 107.245091 280.74406 90.477314 261.326905 78.476995 \nC 241.90975 66.476675 219.743098 59.637641 196.94 58.611828 \nC 174.136902 57.586014 151.445711 62.407086 131.029482 72.615472 \nC 110.613253 82.823858 93.142005 98.084539 80.281198 116.942779 \nC 67.420391 135.801019 59.592091 157.637927 57.542537 180.371886 \nC 55.492983 203.105845 59.289436 225.990771 68.569997 246.845141 \nC 77.850559 267.699511 92.310659 285.838926 110.571878 299.534233 \nL 190.9216 192.396525 \nL 324.8416 192.396525 \nz\n\" style=\"fill: #152736; opacity: 0.5; stroke: #152736; stroke-linejoin: miter\"/>\n </g>\n <g id=\"patch_3\">\n <path d=\"M 113.566484 305.523286 \nC 133.46119 320.443654 157.124036 329.531753 181.891574 331.764641 \nC 206.659112 333.997529 231.565852 329.288164 253.808336 318.166625 \nC 276.050819 307.045085 294.761988 289.94491 307.835747 268.790866 \nC 320.909505 247.636823 327.836211 223.253538 327.836206 198.385552 \nL 193.916206 198.385577 \nL 113.566484 305.523286 \nz\n\" style=\"fill: #4c3200; opacity: 0.5; stroke: #4c3200; stroke-linejoin: miter\"/>\n </g>\n <g id=\"patch_4\">\n <path d=\"M 327.52 189.718125 \nC 327.52 166.891965 321.684051 144.44036 310.568468 124.503526 \nC 299.452885 104.566691 283.42246 87.798914 264.005305 75.798595 \nC 244.58815 63.798275 222.421498 56.959241 199.6184 55.933428 \nC 176.815302 54.907614 154.124111 59.728686 133.707882 69.937072 \nC 113.291653 80.145458 95.820405 95.406139 82.959598 114.264379 \nC 70.098791 133.122619 62.270491 154.959527 60.220937 177.693486 \nC 58.171383 200.427445 61.967836 223.312371 71.248397 244.166741 \nC 80.528959 265.021111 94.989059 283.160526 113.250278 296.855833 \nL 193.6 189.718125 \nL 327.52 189.718125 \nz\n\" style=\"fill: #4682b4\"/>\n </g>\n <g id=\"patch_5\">\n <path d=\"M 116.244884 302.844886 \nC 136.13959 317.765254 159.802436 326.853353 184.569974 329.086241 \nC 209.337512 331.319129 234.244252 326.609764 256.486736 315.488225 \nC 278.729219 304.366685 297.440388 287.26651 310.514147 266.112466 \nC 323.587905 244.958423 330.514611 220.575138 330.514606 195.707152 \nL 196.594606 195.707177 \nL 116.244884 302.844886 \nz\n\" style=\"fill: #ffa500\"/>\n </g>\n <g id=\"matplotlib.axis_1\"/>\n <g id=\"matplotlib.axis_2\"/>\n <g id=\"text_1\">\n <!-- male -->\n <g transform=\"translate(102.91867 60.718342)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-6d\" d=\"M 3328 2828 \nQ 3544 3216 3844 3400 \nQ 4144 3584 4550 3584 \nQ 5097 3584 5394 3201 \nQ 5691 2819 5691 2113 \nL 5691 0 \nL 5113 0 \nL 5113 2094 \nQ 5113 2597 4934 2840 \nQ 4756 3084 4391 3084 \nQ 3944 3084 3684 2787 \nQ 3425 2491 3425 1978 \nL 3425 0 \nL 2847 0 \nL 2847 2094 \nQ 2847 2600 2669 2842 \nQ 2491 3084 2119 3084 \nQ 1678 3084 1418 2786 \nQ 1159 2488 1159 1978 \nL 1159 0 \nL 581 0 \nL 581 3500 \nL 1159 3500 \nL 1159 2956 \nQ 1356 3278 1631 3431 \nQ 1906 3584 2284 3584 \nQ 2666 3584 2933 3390 \nQ 3200 3197 3328 2828 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-61\" d=\"M 2194 1759 \nQ 1497 1759 1228 1600 \nQ 959 1441 959 1056 \nQ 959 750 1161 570 \nQ 1363 391 1709 391 \nQ 2188 391 2477 730 \nQ 2766 1069 2766 1631 \nL 2766 1759 \nL 2194 1759 \nz\nM 3341 1997 \nL 3341 0 \nL 2766 0 \nL 2766 531 \nQ 2569 213 2275 61 \nQ 1981 -91 1556 -91 \nQ 1019 -91 701 211 \nQ 384 513 384 1019 \nQ 384 1609 779 1909 \nQ 1175 2209 1959 2209 \nL 2766 2209 \nL 2766 2266 \nQ 2766 2663 2505 2880 \nQ 2244 3097 1772 3097 \nQ 1472 3097 1187 3025 \nQ 903 2953 641 2809 \nL 641 3341 \nQ 956 3463 1253 3523 \nQ 1550 3584 1831 3584 \nQ 2591 3584 2966 3190 \nQ 3341 2797 3341 1997 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-6c\" d=\"M 603 4863 \nL 1178 4863 \nL 1178 0 \nL 603 0 \nL 603 4863 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-65\" d=\"M 3597 1894 \nL 3597 1613 \nL 953 1613 \nQ 991 1019 1311 708 \nQ 1631 397 2203 397 \nQ 2534 397 2845 478 \nQ 3156 559 3463 722 \nL 3463 178 \nQ 3153 47 2828 -22 \nQ 2503 -91 2169 -91 \nQ 1331 -91 842 396 \nQ 353 884 353 1716 \nQ 353 2575 817 3079 \nQ 1281 3584 2069 3584 \nQ 2775 3584 3186 3129 \nQ 3597 2675 3597 1894 \nz\nM 3022 2063 \nQ 3016 2534 2758 2815 \nQ 2500 3097 2075 3097 \nQ 1594 3097 1305 2825 \nQ 1016 2553 972 2059 \nL 3022 2063 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-6d\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"97.412109\"/>\n <use xlink:href=\"#DejaVuSans-6c\" x=\"158.691406\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"186.474609\"/>\n </g>\n </g>\n <g id=\"text_2\">\n <!-- 64.76% -->\n <g style=\"fill: #ffffff\" transform=\"translate(150.578309 144.565079)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-36\" d=\"M 2113 2584 \nQ 1688 2584 1439 2293 \nQ 1191 2003 1191 1497 \nQ 1191 994 1439 701 \nQ 1688 409 2113 409 \nQ 2538 409 2786 701 \nQ 3034 994 3034 1497 \nQ 3034 2003 2786 2293 \nQ 2538 2584 2113 2584 \nz\nM 3366 4563 \nL 3366 3988 \nQ 3128 4100 2886 4159 \nQ 2644 4219 2406 4219 \nQ 1781 4219 1451 3797 \nQ 1122 3375 1075 2522 \nQ 1259 2794 1537 2939 \nQ 1816 3084 2150 3084 \nQ 2853 3084 3261 2657 \nQ 3669 2231 3669 1497 \nQ 3669 778 3244 343 \nQ 2819 -91 2113 -91 \nQ 1303 -91 875 529 \nQ 447 1150 447 2328 \nQ 447 3434 972 4092 \nQ 1497 4750 2381 4750 \nQ 2619 4750 2861 4703 \nQ 3103 4656 3366 4563 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-34\" d=\"M 2419 4116 \nL 825 1625 \nL 2419 1625 \nL 2419 4116 \nz\nM 2253 4666 \nL 3047 4666 \nL 3047 1625 \nL 3713 1625 \nL 3713 1100 \nL 3047 1100 \nL 3047 0 \nL 2419 0 \nL 2419 1100 \nL 313 1100 \nL 313 1709 \nL 2253 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-2e\" d=\"M 684 794 \nL 1344 794 \nL 1344 0 \nL 684 0 \nL 684 794 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-37\" d=\"M 525 4666 \nL 3525 4666 \nL 3525 4397 \nL 1831 0 \nL 1172 0 \nL 2766 4134 \nL 525 4134 \nL 525 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-25\" d=\"M 4653 2053 \nQ 4381 2053 4226 1822 \nQ 4072 1591 4072 1178 \nQ 4072 772 4226 539 \nQ 4381 306 4653 306 \nQ 4919 306 5073 539 \nQ 5228 772 5228 1178 \nQ 5228 1588 5073 1820 \nQ 4919 2053 4653 2053 \nz\nM 4653 2450 \nQ 5147 2450 5437 2106 \nQ 5728 1763 5728 1178 \nQ 5728 594 5436 251 \nQ 5144 -91 4653 -91 \nQ 4153 -91 3862 251 \nQ 3572 594 3572 1178 \nQ 3572 1766 3864 2108 \nQ 4156 2450 4653 2450 \nz\nM 1428 4353 \nQ 1159 4353 1004 4120 \nQ 850 3888 850 3481 \nQ 850 3069 1003 2837 \nQ 1156 2606 1428 2606 \nQ 1700 2606 1854 2837 \nQ 2009 3069 2009 3481 \nQ 2009 3884 1853 4118 \nQ 1697 4353 1428 4353 \nz\nM 4250 4750 \nL 4750 4750 \nL 1831 -91 \nL 1331 -91 \nL 4250 4750 \nz\nM 1428 4750 \nQ 1922 4750 2215 4408 \nQ 2509 4066 2509 3481 \nQ 2509 2891 2217 2550 \nQ 1925 2209 1428 2209 \nQ 931 2209 642 2551 \nQ 353 2894 353 3481 \nQ 353 4063 643 4406 \nQ 934 4750 1428 4750 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-36\"/>\n <use xlink:href=\"#DejaVuSans-34\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-2e\" x=\"127.246094\"/>\n <use xlink:href=\"#DejaVuSans-37\" x=\"159.033203\"/>\n <use xlink:href=\"#DejaVuSans-36\" x=\"222.65625\"/>\n <use xlink:href=\"#DejaVuSans-25\" x=\"286.279297\"/>\n </g>\n </g>\n <g id=\"text_3\">\n <!-- female -->\n <g transform=\"translate(262.475949 330.225704)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-66\" d=\"M 2375 4863 \nL 2375 4384 \nL 1825 4384 \nQ 1516 4384 1395 4259 \nQ 1275 4134 1275 3809 \nL 1275 3500 \nL 2222 3500 \nL 2222 3053 \nL 1275 3053 \nL 1275 0 \nL 697 0 \nL 697 3053 \nL 147 3053 \nL 147 3500 \nL 697 3500 \nL 697 3744 \nQ 697 4328 969 4595 \nQ 1241 4863 1831 4863 \nL 2375 4863 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-66\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"35.205078\"/>\n <use xlink:href=\"#DejaVuSans-6d\" x=\"96.728516\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"194.140625\"/>\n <use xlink:href=\"#DejaVuSans-6c\" x=\"255.419922\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"283.203125\"/>\n </g>\n </g>\n <g id=\"text_4\">\n <!-- 35.24% -->\n <g style=\"fill: #ffffff\" transform=\"translate(201.486614 246.378971)scale(0.1 -0.1)\">\n <defs>\n <path id=\"DejaVuSans-33\" d=\"M 2597 2516 \nQ 3050 2419 3304 2112 \nQ 3559 1806 3559 1356 \nQ 3559 666 3084 287 \nQ 2609 -91 1734 -91 \nQ 1441 -91 1130 -33 \nQ 819 25 488 141 \nL 488 750 \nQ 750 597 1062 519 \nQ 1375 441 1716 441 \nQ 2309 441 2620 675 \nQ 2931 909 2931 1356 \nQ 2931 1769 2642 2001 \nQ 2353 2234 1838 2234 \nL 1294 2234 \nL 1294 2753 \nL 1863 2753 \nQ 2328 2753 2575 2939 \nQ 2822 3125 2822 3475 \nQ 2822 3834 2567 4026 \nQ 2313 4219 1838 4219 \nQ 1578 4219 1281 4162 \nQ 984 4106 628 3988 \nL 628 4550 \nQ 988 4650 1302 4700 \nQ 1616 4750 1894 4750 \nQ 2613 4750 3031 4423 \nQ 3450 4097 3450 3541 \nQ 3450 3153 3228 2886 \nQ 3006 2619 2597 2516 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-35\" d=\"M 691 4666 \nL 3169 4666 \nL 3169 4134 \nL 1269 4134 \nL 1269 2991 \nQ 1406 3038 1543 3061 \nQ 1681 3084 1819 3084 \nQ 2600 3084 3056 2656 \nQ 3513 2228 3513 1497 \nQ 3513 744 3044 326 \nQ 2575 -91 1722 -91 \nQ 1428 -91 1123 -41 \nQ 819 9 494 109 \nL 494 744 \nQ 775 591 1075 516 \nQ 1375 441 1709 441 \nQ 2250 441 2565 725 \nQ 2881 1009 2881 1497 \nQ 2881 1984 2565 2268 \nQ 2250 2553 1709 2553 \nQ 1456 2553 1204 2497 \nQ 953 2441 691 2322 \nL 691 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-32\" d=\"M 1228 531 \nL 3431 531 \nL 3431 0 \nL 469 0 \nL 469 531 \nQ 828 903 1448 1529 \nQ 2069 2156 2228 2338 \nQ 2531 2678 2651 2914 \nQ 2772 3150 2772 3378 \nQ 2772 3750 2511 3984 \nQ 2250 4219 1831 4219 \nQ 1534 4219 1204 4116 \nQ 875 4013 500 3803 \nL 500 4441 \nQ 881 4594 1212 4672 \nQ 1544 4750 1819 4750 \nQ 2544 4750 2975 4387 \nQ 3406 4025 3406 3419 \nQ 3406 3131 3298 2873 \nQ 3191 2616 2906 2266 \nQ 2828 2175 2409 1742 \nQ 1991 1309 1228 531 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-33\"/>\n <use xlink:href=\"#DejaVuSans-35\" x=\"63.623047\"/>\n <use xlink:href=\"#DejaVuSans-2e\" x=\"127.246094\"/>\n <use xlink:href=\"#DejaVuSans-32\" x=\"159.033203\"/>\n <use xlink:href=\"#DejaVuSans-34\" x=\"222.65625\"/>\n <use xlink:href=\"#DejaVuSans-25\" x=\"286.279297\"/>\n </g>\n </g>\n <g id=\"text_5\">\n <!-- The Pie Chart of Sex -->\n <g transform=\"translate(132.753438 16.318125)scale(0.12 -0.12)\">\n <defs>\n <path id=\"DejaVuSans-54\" d=\"M -19 4666 \nL 3928 4666 \nL 3928 4134 \nL 2272 4134 \nL 2272 0 \nL 1638 0 \nL 1638 4134 \nL -19 4134 \nL -19 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-68\" d=\"M 3513 2113 \nL 3513 0 \nL 2938 0 \nL 2938 2094 \nQ 2938 2591 2744 2837 \nQ 2550 3084 2163 3084 \nQ 1697 3084 1428 2787 \nQ 1159 2491 1159 1978 \nL 1159 0 \nL 581 0 \nL 581 4863 \nL 1159 4863 \nL 1159 2956 \nQ 1366 3272 1645 3428 \nQ 1925 3584 2291 3584 \nQ 2894 3584 3203 3211 \nQ 3513 2838 3513 2113 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-20\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-50\" d=\"M 1259 4147 \nL 1259 2394 \nL 2053 2394 \nQ 2494 2394 2734 2622 \nQ 2975 2850 2975 3272 \nQ 2975 3691 2734 3919 \nQ 2494 4147 2053 4147 \nL 1259 4147 \nz\nM 628 4666 \nL 2053 4666 \nQ 2838 4666 3239 4311 \nQ 3641 3956 3641 3272 \nQ 3641 2581 3239 2228 \nQ 2838 1875 2053 1875 \nL 1259 1875 \nL 1259 0 \nL 628 0 \nL 628 4666 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-69\" d=\"M 603 3500 \nL 1178 3500 \nL 1178 0 \nL 603 0 \nL 603 3500 \nz\nM 603 4863 \nL 1178 4863 \nL 1178 4134 \nL 603 4134 \nL 603 4863 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-43\" d=\"M 4122 4306 \nL 4122 3641 \nQ 3803 3938 3442 4084 \nQ 3081 4231 2675 4231 \nQ 1875 4231 1450 3742 \nQ 1025 3253 1025 2328 \nQ 1025 1406 1450 917 \nQ 1875 428 2675 428 \nQ 3081 428 3442 575 \nQ 3803 722 4122 1019 \nL 4122 359 \nQ 3791 134 3420 21 \nQ 3050 -91 2638 -91 \nQ 1578 -91 968 557 \nQ 359 1206 359 2328 \nQ 359 3453 968 4101 \nQ 1578 4750 2638 4750 \nQ 3056 4750 3426 4639 \nQ 3797 4528 4122 4306 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-72\" d=\"M 2631 2963 \nQ 2534 3019 2420 3045 \nQ 2306 3072 2169 3072 \nQ 1681 3072 1420 2755 \nQ 1159 2438 1159 1844 \nL 1159 0 \nL 581 0 \nL 581 3500 \nL 1159 3500 \nL 1159 2956 \nQ 1341 3275 1631 3429 \nQ 1922 3584 2338 3584 \nQ 2397 3584 2469 3576 \nQ 2541 3569 2628 3553 \nL 2631 2963 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-74\" d=\"M 1172 4494 \nL 1172 3500 \nL 2356 3500 \nL 2356 3053 \nL 1172 3053 \nL 1172 1153 \nQ 1172 725 1289 603 \nQ 1406 481 1766 481 \nL 2356 481 \nL 2356 0 \nL 1766 0 \nQ 1100 0 847 248 \nQ 594 497 594 1153 \nL 594 3053 \nL 172 3053 \nL 172 3500 \nL 594 3500 \nL 594 4494 \nL 1172 4494 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-6f\" d=\"M 1959 3097 \nQ 1497 3097 1228 2736 \nQ 959 2375 959 1747 \nQ 959 1119 1226 758 \nQ 1494 397 1959 397 \nQ 2419 397 2687 759 \nQ 2956 1122 2956 1747 \nQ 2956 2369 2687 2733 \nQ 2419 3097 1959 3097 \nz\nM 1959 3584 \nQ 2709 3584 3137 3096 \nQ 3566 2609 3566 1747 \nQ 3566 888 3137 398 \nQ 2709 -91 1959 -91 \nQ 1206 -91 779 398 \nQ 353 888 353 1747 \nQ 353 2609 779 3096 \nQ 1206 3584 1959 3584 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-53\" d=\"M 3425 4513 \nL 3425 3897 \nQ 3066 4069 2747 4153 \nQ 2428 4238 2131 4238 \nQ 1616 4238 1336 4038 \nQ 1056 3838 1056 3469 \nQ 1056 3159 1242 3001 \nQ 1428 2844 1947 2747 \nL 2328 2669 \nQ 3034 2534 3370 2195 \nQ 3706 1856 3706 1288 \nQ 3706 609 3251 259 \nQ 2797 -91 1919 -91 \nQ 1588 -91 1214 -16 \nQ 841 59 441 206 \nL 441 856 \nQ 825 641 1194 531 \nQ 1563 422 1919 422 \nQ 2459 422 2753 634 \nQ 3047 847 3047 1241 \nQ 3047 1584 2836 1778 \nQ 2625 1972 2144 2069 \nL 1759 2144 \nQ 1053 2284 737 2584 \nQ 422 2884 422 3419 \nQ 422 4038 858 4394 \nQ 1294 4750 2059 4750 \nQ 2388 4750 2728 4690 \nQ 3069 4631 3425 4513 \nz\n\" transform=\"scale(0.015625)\"/>\n <path id=\"DejaVuSans-78\" d=\"M 3513 3500 \nL 2247 1797 \nL 3578 0 \nL 2900 0 \nL 1881 1375 \nL 863 0 \nL 184 0 \nL 1544 1831 \nL 300 3500 \nL 978 3500 \nL 1906 2253 \nL 2834 3500 \nL 3513 3500 \nz\n\" transform=\"scale(0.015625)\"/>\n </defs>\n <use xlink:href=\"#DejaVuSans-54\"/>\n <use xlink:href=\"#DejaVuSans-68\" x=\"61.083984\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"124.462891\"/>\n <use xlink:href=\"#DejaVuSans-20\" x=\"185.986328\"/>\n <use xlink:href=\"#DejaVuSans-50\" x=\"217.773438\"/>\n <use xlink:href=\"#DejaVuSans-69\" x=\"275.826172\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"303.609375\"/>\n <use xlink:href=\"#DejaVuSans-20\" x=\"365.132812\"/>\n <use xlink:href=\"#DejaVuSans-43\" x=\"396.919922\"/>\n <use xlink:href=\"#DejaVuSans-68\" x=\"466.744141\"/>\n <use xlink:href=\"#DejaVuSans-61\" x=\"530.123047\"/>\n <use xlink:href=\"#DejaVuSans-72\" x=\"591.402344\"/>\n <use xlink:href=\"#DejaVuSans-74\" x=\"632.515625\"/>\n <use xlink:href=\"#DejaVuSans-20\" x=\"671.724609\"/>\n <use xlink:href=\"#DejaVuSans-6f\" x=\"703.511719\"/>\n <use xlink:href=\"#DejaVuSans-66\" x=\"764.693359\"/>\n <use xlink:href=\"#DejaVuSans-20\" x=\"799.898438\"/>\n <use xlink:href=\"#DejaVuSans-53\" x=\"831.685547\"/>\n <use xlink:href=\"#DejaVuSans-65\" x=\"895.162109\"/>\n <use xlink:href=\"#DejaVuSans-78\" x=\"954.935547\"/>\n </g>\n </g>\n </g>\n </g>\n</svg>\n",
"text/plain": [
"<Figure size 432x576 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from matplotlib import image\n",
"from matplotlib.offsetbox import OffsetImage\n",
"\n",
"\n",
"logo = image.imread(\"../../data/python-logo-master-v3-TM.png\")\n",
"\n",
"ax = titanic[\"Sex\"].value_counts().plot.pie(\n",
" figsize=(6, 8),\n",
" ylabel=\"\",\n",
" title=\"The Pie Chart of Sex\",\n",
" explode=(0, 0.05),\n",
" autopct=lambda pct: f\"{round(pct, 2)}%\",\n",
" pctdistance=0.4,\n",
" shadow=True,\n",
" colors=(\"steelblue\", \"orange\"),\n",
")\n",
"\n",
"for n, tx in enumerate(ax.texts):\n",
" if (n+1) % 2==0:\n",
" tx.set_color(\"white\")\n",
"\n",
"logo_image = OffsetImage(logo, zoom=.5)\n",
"logo_image.set_offset((35, 25))\n",
"ax.add_artist(logo_image)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.10.4 ('sspai-100-hours-series-python')",
"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": "3.10.4"
},
"vscode": {
"interpreter": {
"hash": "7a101baf08afe636412f97dd4a9fc2e65b6f84f0ec50413bf3e19b04a26b8ba6"
}
}
},
"nbformat": 4,
"nbformat_minor": 0
}
Reference in New Issue View Git Blame Copy Permalink