diff --git a/module3/exo3/exercice.ipynb b/module3/exo3/exercice.ipynb index 081b27bd4e6ec7dc318dd4c9d0fe1ddc6bc1a093..5470b3b83e0d1bf735b33e63d81e05f014a8958e 100644 --- a/module3/exo3/exercice.ipynb +++ b/module3/exo3/exercice.ipynb @@ -7,6 +7,147 @@ "# Simpson's paradox" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Standard import" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Copy to local data (if not there already)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "data_url = \"https://gitlab.inria.fr/learninglab/mooc-rr/mooc-rr-ressources/-/raw/master/module3/Practical_session/Subject6_smoking.csv\"\n", + "\n", + "data_file = \"smoking_data.csv\"\n", + "\n", + "import os\n", + "import urllib.request\n", + "if not os.path.exists(data_file):\n", + " urllib.request.urlretrieve(data_url, data_file)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Load data " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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SmokerStatusAge
0YesAlive21.0
1YesAlive19.3
2NoDead57.5
3NoAlive47.1
4YesAlive81.4
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" + ], + "text/plain": [ + " Smoker Status Age\n", + "0 Yes Alive 21.0\n", + "1 Yes Alive 19.3\n", + "2 No Dead 57.5\n", + "3 No Alive 47.1\n", + "4 Yes Alive 81.4" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw_data = pd.read_csv(data_file)\n", + "raw_data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, diff --git a/module3/exo3/smoking_data.csv b/module3/exo3/smoking_data.csv new file mode 100644 index 0000000000000000000000000000000000000000..6c47065bc7aa53c0c92eef463cf16384eb028aaa --- /dev/null +++ b/module3/exo3/smoking_data.csv @@ -0,0 +1,1315 @@ +"Smoker","Status","Age" +"Yes","Alive",21 +"Yes","Alive",19.3 +"No","Dead",57.5 +"No","Alive",47.1 +"Yes","Alive",81.4 +"No","Alive",36.8 +"No","Alive",23.8 +"Yes","Dead",57.5 +"Yes","Alive",24.8 +"Yes","Alive",49.5 +"Yes","Alive",30 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