From 855c4f3f4aef6efc2d5137b3b6e5235a5511d2eb Mon Sep 17 00:00:00 2001 From: c84ad4823ff7a24ecd9aadc23649b02f Date: Fri, 18 Aug 2023 13:47:04 +0000 Subject: [PATCH] Update module3/exo2/exercice.ipynb --- module3/exo2/exercice.ipynb | 1301 +++++++++++++++++++- module3/exo2/syndrome-varicelle.csv | 1708 +++++++++++++++++++++++++++ 2 files changed, 3008 insertions(+), 1 deletion(-) create mode 100644 module3/exo2/syndrome-varicelle.csv diff --git a/module3/exo2/exercice.ipynb b/module3/exo2/exercice.ipynb index 749ba15..551a329 100644 --- a/module3/exo2/exercice.ipynb +++ b/module3/exo2/exercice.ipynb @@ -4,8 +4,1307 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Test github" + "# Analyse de l'incidence de la varicelle" ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import isoweek" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-7.csv\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "data_file = \"syndrome-varicelle.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": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
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2820230476299397386259612FRFrance
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.................................
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1706 rows × 10 columns

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weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [week, indicator, inc, inc_low, inc_up, inc100, inc100_low, inc100_up, geo_insee, geo_name]\n", + "Index: []" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw_data[raw_data.isnull().any(axis=1)]" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "data = raw_data.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "def convert_week(year_and_week_int):\n", + " year_and_week_str = str(year_and_week_int)\n", + " year = int(year_and_week_str[:4])\n", + " week = int(year_and_week_str[4:])\n", + " w = isoweek.Week(year, week)\n", + " return pd.Period(w.day(0), 'W')\n", + "\n", + "data['period'] = [convert_week(yw) for yw in data['week']]" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + " sorted_data = data.set_index('period').sort_index()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "periods = sorted_data.index\n", + "for p1, p2 in zip(periods[:-1], periods[1:]):\n", + " delta = p2.to_timestamp() - p1.end_time\n", + " if delta > pd.Timedelta('1s'):\n", + " print(p1, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sorted_data['inc'][-200:].plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "first_september_week = [pd.Period(pd.Timestamp(y, 9, 1), 'W')\n", + " for y in range(1991,\n", + " sorted_data.index[-1].year)]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "year = []\n", + "yearly_incidence = []\n", + "for week1, week2 in zip(first_september_week[:-1],\n", + " first_september_week[1:]):\n", + " one_year = sorted_data['inc'][week1:week2-1]\n", + " assert abs(len(one_year)-52) < 2\n", + " yearly_incidence.append(one_year.sum())\n", + " year.append(week2.year)\n", + "yearly_incidence = pd.Series(data=yearly_incidence, index=year)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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"yearly_incidence.sort_values()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/module3/exo2/syndrome-varicelle.csv b/module3/exo2/syndrome-varicelle.csv new file mode 100644 index 0000000..14566f5 --- /dev/null +++ b/module3/exo2/syndrome-varicelle.csv @@ -0,0 +1,1708 @@ +# @source="réseau Sentinelles, INSERM, Sorbonne Université, https://www.sentiweb.fr", @meta={"period":[199049,202332],"geo":["PAY",1],"geo_ref":"insee","indicator":"7","type":"all","conf_int":true,"compact":false,"age_group":false}, @date=2023-08-16T19:01:26+02:00, bundle=1692205270 +week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name +202332,7,9360,2148,16572,14,3,25,FR,France +202331,7,3335,1405,5265,5,2,8,FR,France +202330,7,5821,3269,8373,9,5,13,FR,France +202329,7,13558,8297,18819,20,12,28,FR,France +202328,7,6700,4043,9357,10,6,14,FR,France +202327,7,7253,4599,9907,11,7,15,FR,France 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