From 9a02eacc574a5de22f0fccb32a7b20cae85ac097 Mon Sep 17 00:00:00 2001 From: Martial Simon Date: Sun, 1 Mar 2026 22:42:08 +0100 Subject: feat: semaine du 23 février MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- dataviz/TP dataviz 24-02-26.ipynb | 325 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 325 insertions(+) create mode 100644 dataviz/TP dataviz 24-02-26.ipynb (limited to 'dataviz/TP dataviz 24-02-26.ipynb') diff --git a/dataviz/TP dataviz 24-02-26.ipynb b/dataviz/TP dataviz 24-02-26.ipynb new file mode 100644 index 0000000..9daf788 --- /dev/null +++ b/dataviz/TP dataviz 24-02-26.ipynb @@ -0,0 +1,325 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "0f71bc28-3c10-4233-a372-86f7dc4e0e4f", + "metadata": {}, + "outputs": [], + "source": [ + "import altair as alt\n", + "from vega_datasets import data\n", + "cars = data.cars()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "8d962444-fcad-4af0-88ec-b09c51d1c3e0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NameMiles_per_GallonCylindersDisplacementHorsepowerWeight_in_lbsAccelerationYearOrigin
0chevrolet chevelle malibu18.08307.0130.0350412.01970-01-01USA
1buick skylark 32015.08350.0165.0369311.51970-01-01USA
2plymouth satellite18.08318.0150.0343611.01970-01-01USA
3amc rebel sst16.08304.0150.0343312.01970-01-01USA
4ford torino17.08302.0140.0344910.51970-01-01USA
\n", + "
" + ], + "text/plain": [ + " Name Miles_per_Gallon Cylinders Displacement \\\n", + "0 chevrolet chevelle malibu 18.0 8 307.0 \n", + "1 buick skylark 320 15.0 8 350.0 \n", + "2 plymouth satellite 18.0 8 318.0 \n", + "3 amc rebel sst 16.0 8 304.0 \n", + "4 ford torino 17.0 8 302.0 \n", + "\n", + " Horsepower Weight_in_lbs Acceleration Year Origin \n", + "0 130.0 3504 12.0 1970-01-01 USA \n", + "1 165.0 3693 11.5 1970-01-01 USA \n", + "2 150.0 3436 11.0 1970-01-01 USA \n", + "3 150.0 3433 12.0 1970-01-01 USA \n", + "4 140.0 3449 10.5 1970-01-01 USA " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cars.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c381898e-37af-44ad-88e9-683b8e074dda", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Miles_per_GallonCylindersDisplacementHorsepowerWeight_in_lbsAccelerationYear
count398.000000406.000000406.000000400.000000406.000000406.000000406
mean23.5145735.475369194.779557105.0825002979.41379315.5197041975-12-30 13:49:57.044334
min9.0000003.00000068.00000046.0000001613.0000008.0000001970-01-01 00:00:00
25%17.5000004.000000105.00000075.7500002226.50000013.7000001973-01-01 00:00:00
50%23.0000004.000000151.00000095.0000002822.50000015.5000001976-01-01 00:00:00
75%29.0000008.000000302.000000130.0000003618.25000017.1750001979-01-01 00:00:00
max46.6000008.000000455.000000230.0000005140.00000024.8000001982-01-01 00:00:00
std7.8159841.712160104.92245838.768779847.0043282.803359NaN
\n", + "
" + ], + "text/plain": [ + " Miles_per_Gallon Cylinders Displacement Horsepower Weight_in_lbs \\\n", + "count 398.000000 406.000000 406.000000 400.000000 406.000000 \n", + "mean 23.514573 5.475369 194.779557 105.082500 2979.413793 \n", + "min 9.000000 3.000000 68.000000 46.000000 1613.000000 \n", + "25% 17.500000 4.000000 105.000000 75.750000 2226.500000 \n", + "50% 23.000000 4.000000 151.000000 95.000000 2822.500000 \n", + "75% 29.000000 8.000000 302.000000 130.000000 3618.250000 \n", + "max 46.600000 8.000000 455.000000 230.000000 5140.000000 \n", + "std 7.815984 1.712160 104.922458 38.768779 847.004328 \n", + "\n", + " Acceleration Year \n", + "count 406.000000 406 \n", + "mean 15.519704 1975-12-30 13:49:57.044334 \n", + "min 8.000000 1970-01-01 00:00:00 \n", + "25% 13.700000 1973-01-01 00:00:00 \n", + "50% 15.500000 1976-01-01 00:00:00 \n", + "75% 17.175000 1979-01-01 00:00:00 \n", + "max 24.800000 1982-01-01 00:00:00 \n", + "std 2.803359 NaN " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cars.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c469bcb0-c4f8-494b-9745-0a3c50d84d8f", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.14.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} -- cgit v1.2.3