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Penguins-ShinyPy/explore.ipynb
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 43, | |
| "id": "e7d181ca-bac4-4048-a6e9-d43d1fa88156", | |
| "metadata": { | |
| "ExecuteTime": { | |
| "end_time": "2025-03-05T12:03:35.276226Z", | |
| "start_time": "2025-03-05T12:03:35.272807Z" | |
| } | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "import pandas as pd\n", | |
| "import plotly_express as px\n", | |
| "import plotly.io as pio\n", | |
| "\n", | |
| "pio.renderers.default = \"notebook_connected\"" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 44, | |
| "id": "06dadbdd-68ab-4be1-a7a9-a494da92a339", | |
| "metadata": { | |
| "ExecuteTime": { | |
| "end_time": "2025-03-05T12:03:35.301459Z", | |
| "start_time": "2025-03-05T12:03:35.278781Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": " species island bill_length_mm bill_depth_mm flipper_length_mm \\\n0 Adelie Torgersen 39.1 18.7 181.0 \n1 Adelie Torgersen 39.5 17.4 186.0 \n2 Adelie Torgersen 40.3 18.0 195.0 \n3 Adelie Torgersen NaN NaN NaN \n4 Adelie Torgersen 36.7 19.3 193.0 \n\n body_mass_g sex \n0 3750.0 Male \n1 3800.0 Female \n2 3250.0 Female \n3 NaN NaN \n4 3450.0 Female ", | |
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| }, | |
| "execution_count": 44, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "\n", | |
| "data = pd.read_csv('penguins.csv')\n", | |
| "data.head()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 45, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": " <script type=\"text/javascript\">\n window.PlotlyConfig = {MathJaxConfig: 'local'};\n if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n </script>\n <script type=\"module\">import \"https://cdn.plot.ly/plotly-3.0.0.min\"</script>\n " | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| }, | |
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| "data": { | |
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| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "fig = px.scatter(data_frame=data, x='bill_length_mm', y='bill_depth_mm', color='species')\n", | |
| "fig.show()" | |
| ], | |
| "metadata": { | |
| "collapsed": false, | |
| "ExecuteTime": { | |
| "end_time": "2025-03-05T12:03:35.507842Z", | |
| "start_time": "2025-03-05T12:03:35.331495Z" | |
| } | |
| }, | |
| "id": "4279c97c9c64275b" | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 46, | |
| "outputs": [ | |
| { | |
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| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "fig = px.bar(data_frame=data, x='species', color='island', barmode='group')\n", | |
| "fig.show()" | |
| ], | |
| "metadata": { | |
| "collapsed": false, | |
| "ExecuteTime": { | |
| "end_time": "2025-03-05T12:03:35.508121Z", | |
| "start_time": "2025-03-05T12:03:35.335712Z" | |
| } | |
| }, | |
| "id": "f99374c4ac33611" | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 53, | |
| "outputs": [ | |
| { | |
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| ], | |
| "source": [ | |
| "fig = px.histogram(data_frame=data, x='body_mass_g', color='sex')\n", | |
| "fig.update_layout(\n", | |
| " dict(plot_bgcolor= 'rgba(0, 0, 0, 0)'),\n", | |
| " xaxis=dict(showgrid=False),\n", | |
| " yaxis=dict(showgrid=False)\n", | |
| ")\n", | |
| "fig.show()" | |
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| "end_time": "2025-03-05T12:11:26.469820Z", | |
| "start_time": "2025-03-05T12:11:26.466113Z" | |
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| "id": "b57df1f0421f95aa" | |
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| "cell_type": "code", | |
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| "id": "6a579c55ef6a73e6" | |
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