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Benjamin Bertrand
2017-06-16 09:48:54 +03:00
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\documentclass[a4paper,12pt,landscape, twocolumn]{/media/documents/Cours/Prof/Enseignements/tools/style/classExo}
\usepackage{/media/documents/Cours/Prof/Enseignements/2015_2016}
% Title Page
\titre{Statistiques classées - Exercices}
% \seconde \premiereS \PSTMG \TSTMG
\classe{Troisième}
\date{Juin 2016}
\pagestyle{empty}
\begin{document}
\begin{Exo}
L'entraîneur d'une équipe de football compare le nombre de tirs effectués pas ses trois attaquants pendant la première moitié du champinnat.
\begin{itemize}
\item Tirs de Ribedane:
\begin{center}
12, 2, 3, 10, 2, 10, 2, 4, 5, 3, 10, 3, 6, 8, 6, 8, 6, 8
\end{center}
\item Tirs de Maloury
\begin{tabular}{|p{3cm}|*{7}{p{0.5cm}|}}
\hline
Nombre tirs par match & 3 & 4 & 5 & 6 & 7 & 8 & 9 \\
\hline
Effectif & 1 & 3 & 4 & 4 & 2 & 1 & 3 \\
\hline
\end{tabular}
\item Tirs de Benouda
\includegraphics[width=0.3\textwidth]{./fig/tirs_benouda}
\end{itemize}
\begin{enumerate}
\item Calculer l'effectif total des séries statistiques concernant chaque joueur.
\item Calculer la moyenne de tirs par match de chaque joueur.
\item Calculer l'étendue des séries statistiques de chaque joueur.
\item Calculer une médiane pour chacune de ses séries statistiques.
\item Que peut-on dire des profils de chacuns des joueurs.
\end{enumerate}
\end{Exo}
\setcounter{exo}{0}
\pagebreak
\begin{Exo}
L'entraîneur d'une équipe de football compare le nombre de tirs effectués pas ses trois attaquants pendant la première moitié du champinnat.
\begin{itemize}
\item Tirs de Ribedane:
\begin{center}
12, 2, 3, 10, 2, 10, 2, 4, 5, 3, 10, 3, 6, 8, 6, 8, 6, 8
\end{center}
\item Tirs de Maloury
\begin{tabular}{|p{3cm}|*{7}{p{0.5cm}|}}
\hline
Nombre tirs par match & 3 & 4 & 5 & 6 & 7 & 8 & 9 \\
\hline
Effectif & 1 & 3 & 4 & 4 & 2 & 1 & 3 \\
\hline
\end{tabular}
\item Tirs de Benouda
\includegraphics[width=0.3\textwidth]{./fig/tirs_benouda}
\end{itemize}
\begin{enumerate}
\item Calculer l'effectif total des séries statistiques concernant chaque joueur.
\item Calculer la moyenne de tirs par match de chaque joueur.
\item Calculer l'étendue des séries statistiques de chaque joueur.
\item Calculer une médiane pour chacune de ses séries statistiques.
\item Que peut-on dire des profils de chacuns des joueurs.
\end{enumerate}
\end{Exo}
\pagebreak
\end{document}
%%% Local Variables:
%%% mode: latex
%%% TeX-master: "master"
%%% End:

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{
"cells": [
{
"cell_type": "code",
"execution_count": 168,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import pandas as pd\n",
"from opytex import texenv\n",
"%matplotlib inline\n",
"import matplotlib.pyplot as plt\n",
"plt.style.use(\"seaborn-notebook\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Information sur la classe"
]
},
{
"cell_type": "code",
"execution_count": 169,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"classe = \"309\""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Import et premiers traitements"
]
},
{
"cell_type": "code",
"execution_count": 171,
"metadata": {
"collapsed": false,
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"['notes',\n",
" 'Remarques',\n",
" 'Conn',\n",
" 'DM_15_09_18',\n",
" 'DS_15_09_25',\n",
" 'pyramide',\n",
" 'BB_15_10_31',\n",
" 'DS_15_11_27',\n",
" 'DM_15_12_09',\n",
" 'Boulettes',\n",
" 'BB_16_01_23',\n",
" 'DM_16_01_29',\n",
" 'BB_16_02_15',\n",
" 'DM_16_03_30',\n",
" 'BB_16_04_02',\n",
" 'BB_16_04_19',\n",
" 'DM_16_05_18',\n",
" 'BB_16_06_03']"
]
},
"execution_count": 171,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"all_notes = pd.ExcelFile(\"../../../notes/\"+classe+\".xlsx\")\n",
"all_notes.sheet_names"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": true
},
"source": [
"## Bilan 3e trimestre"
]
},
{
"cell_type": "code",
"execution_count": 173,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"ds_name = \"notes\"\n",
"notes = all_notes.parse(ds_name)"
]
},
{
"cell_type": "code",
"execution_count": 174,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"Index(['DM_16_03_30', 'BB_16_04_02', 'BB_16_04_19', 'DM_16_05_18',\n",
" 'BB_16_06_03', 'Conn trimestre 3'],\n",
" dtype='object')"
]
},
"execution_count": 174,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"notes[17:].index"
]
},
{
"cell_type": "code",
"execution_count": 175,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"trim3 = notes[17:]"
]
},
{
"cell_type": "code",
"execution_count": 176,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"trim3.index = [\"DM 4\", \"BB avril\", \"BB commun\", \"DM 5\", \"BB mai\", \"Connaissances\"]\n",
"trim3 = trim3.T"
]
},
{
"cell_type": "code",
"execution_count": 179,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"barem = trim3[:1]\n",
"notesT3 = trim3[1:31]"
]
},
{
"cell_type": "code",
"execution_count": 180,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"notesT3 = notesT3.dropna()"
]
},
{
"cell_type": "code",
"execution_count": 182,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/usr/lib/python3.5/site-packages/ipykernel/__main__.py:1: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame\n",
"\n",
"See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n",
" if __name__ == '__main__':\n"
]
}
],
"source": [
"barem.loc[\"Coefficient\"] = [0.5, 1, 1, 0.5, 1, 1]"
]
},
{
"cell_type": "code",
"execution_count": 183,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"DM 4 0.5\n",
"BB avril 1.0\n",
"BB commun 1.0\n",
"DM 5 0.5\n",
"BB mai 1.0\n",
"Connaissances 1.0\n",
"Name: Coefficient, dtype: float64"
]
},
"execution_count": 183,
"metadata": {},
"output_type": "execute_result"
}
],
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"barem.loc[\"Coefficient\"]"
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"</div>"
],
"text/plain": [
" DM 4 BB avril BB commun DM 5 BB mai Connaissances\n",
"ABDOU Farida 10.0 8.5 17.5 0.0 16.5 11.5\n",
"ABOU BACAR Djaha 10.0 11.5 15.5 11.0 11.5 14.5\n",
"AHAMADA Nabaouya 13.0 11.5 14.0 13.0 14.5 8.0\n",
"AHAMADI Faina 14.0 7.5 7.0 14.0 7.5 10.5\n",
"ALI Mardhuia 9.5 14.5 28.0 11.0 20.5 11.0\n",
"ALI SOULAIMANA Chamsia 16.5 14.5 16.5 11.5 15.5 13.5\n",
"ALSENE ALI MADI Stela 5.0 10.5 9.5 13.0 7.5 3.5\n",
"ANDRIATAHIANA Hoby 13.5 17.0 15.0 17.5 19.5 13.5\n",
"ANLI Emeline 8.0 11.5 0.0 10.0 12.0 10.5\n",
"ATHOUMANE Naouidat 11.5 10.5 14.0 12.5 11.0 11.5\n",
"BOUDRA Nassifanya 16.5 20.5 18.5 15.5 15.5 18.0\n",
"CHANFI Nadhrati 16.0 10.5 5.0 10.0 9.0 2.5\n",
"COMBO Moinécha 18.5 17.0 25.5 17.5 21.5 15.5\n",
"HALIDI Nisma 15.0 18.5 25.0 14.5 19.0 15.0\n",
"HAMZA Samianti 10.5 9.0 8.0 10.0 9.0 8.5\n",
"HOUMADI Mouslimati 0.0 0.0 15.0 3.5 16.5 8.0\n",
"HOUMADI Chaharazadi 16.0 15.5 15.5 14.5 20.0 14.0\n",
"HOUMADI Nasmi 19.0 17.0 12.0 16.5 16.5 17.0\n",
"HOUMADI Dhoirfia 18.5 12.5 14.0 16.5 9.5 15.0\n",
"LOUTOUFI Nachima 7.0 11.0 16.5 10.5 13.5 10.0\n",
"MALIDE El-Anzize 15.5 10.5 10.5 12.0 7.5 16.5\n",
"MONNE Kevin 7.0 14.5 20.0 0.0 19.5 11.0\n",
"MOUSSA Roibouanti 17.5 21.0 23.0 18.5 19.0 16.0\n",
"OUSSENI Hilma 17.5 13.5 15.0 16.5 11.0 13.5\n",
"SAANLI Natali 19.0 20.0 30.0 17.5 25.5 19.0\n",
"SAID AHAMADA Roukaya 15.5 13.0 17.5 13.0 19.5 15.5\n",
"SANDA Issoufi 15.0 13.5 15.0 16.0 12.5 8.5\n",
"SOILIHI Soifia 14.5 13.5 14.5 10.5 13.0 11.0\n",
"SOUFIANI Laila 2.0 5.5 5.0 0.0 7.5 4.0\n",
"YOUSSOUF Sitirati 6.5 11.5 5.0 0.0 10.5 6.0"
]
},
"execution_count": 184,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"notesT3"
]
},
{
"cell_type": "code",
"execution_count": 185,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>DM 4</th>\n",
" <th>BB avril</th>\n",
" <th>BB commun</th>\n",
" <th>DM 5</th>\n",
" <th>BB mai</th>\n",
" <th>Connaissances</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>ABDOU Farida</th>\n",
" <td>10.0</td>\n",
" <td>5.5</td>\n",
" <td>8.5</td>\n",
" <td>0</td>\n",
" <td>8.9</td>\n",
" <td>11.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ABOU BACAR Djaha</th>\n",
" <td>10.0</td>\n",
" <td>7.4</td>\n",
" <td>7.6</td>\n",
" <td>11</td>\n",
" <td>6.2</td>\n",
" <td>14.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AHAMADA Nabaouya</th>\n",
" <td>13.0</td>\n",
" <td>7.4</td>\n",
" <td>6.8</td>\n",
" <td>13</td>\n",
" <td>7.8</td>\n",
" <td>8.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AHAMADI Faina</th>\n",
" <td>14.0</td>\n",
" <td>4.8</td>\n",
" <td>3.4</td>\n",
" <td>14</td>\n",
" <td>4.1</td>\n",
" <td>10.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALI Mardhuia</th>\n",
" <td>9.5</td>\n",
" <td>9.4</td>\n",
" <td>13.7</td>\n",
" <td>11</td>\n",
" <td>11.1</td>\n",
" <td>11.0</td>\n",
" </tr>\n",
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"</table>\n",
"</div>"
],
"text/plain": [
" DM 4 BB avril BB commun DM 5 BB mai Connaissances\n",
"ABDOU Farida 10.0 5.5 8.5 0 8.9 11.5\n",
"ABOU BACAR Djaha 10.0 7.4 7.6 11 6.2 14.5\n",
"AHAMADA Nabaouya 13.0 7.4 6.8 13 7.8 8.0\n",
"AHAMADI Faina 14.0 4.8 3.4 14 4.1 10.5\n",
"ALI Mardhuia 9.5 9.4 13.7 11 11.1 11.0"
]
},
"execution_count": 185,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"notes_20 = notesT3 / barem.values[0]*20\n",
"notes_20 = notes_20.astype(float).round(1)\n",
"notes_20.head()"
]
},
{
"cell_type": "code",
"execution_count": 186,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"save_tex = []\n",
"for i in notes_20.iterrows():\n",
" plop = pd.DataFrame({i[0]:i[1], \n",
" 'Coefficient': barem.loc[\"Coefficient\"]\n",
" })\n",
" save_tex.append(plop.T.to_latex())"
]
},
{
"cell_type": "code",
"execution_count": 187,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"head = r\"\"\" \n",
"\\documentclass[a4paper,10pt]{/media/documents/Cours/Prof/Enseignements/tools/style/classExo}\n",
"\\usepackage{/media/documents/Cours/Prof/Enseignements/2015_2016}\n",
"\n",
"% Title Page\n",
"\\titre{Généralités sur les fonctions - Exercices}\n",
"% \\seconde \\premiereS \\PSTMG \\TSTMG\n",
"\\classe{Troisième}\n",
"\\date{Mai 2016}\n",
"\n",
"\n",
"\\pagestyle{empty}\n",
"\n",
"\\begin{document}\n",
"\"\"\""
]
},
{
"cell_type": "code",
"execution_count": 188,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"foot = r\"\"\"\n",
"\n",
"\\end{document}\n",
"\n",
"%%% Local Variables: \n",
"%%% mode: latex\n",
"%%% TeX-master: \"master\"\n",
"%%% End:\n",
"\"\"\""
]
},
{
"cell_type": "code",
"execution_count": 189,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"with open(\"notes_\"+classe+\".tex\", \"w\") as f:\n",
" f.write(head)\n",
" f.write(\"\\n\\\\vspace{1cm}\".join(save_tex))\n",
" f.write(foot)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.5.1"
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\documentclass[a4paper,10pt]{/media/documents/Cours/Prof/Enseignements/tools/style/classExo}
\usepackage{/media/documents/Cours/Prof/Enseignements/2015_2016}
% Title Page
\titre{Généralités sur les fonctions - Exercices}
% \seconde \premiereS \PSTMG \TSTMG
\classe{Troisième}
\date{Mai 2016}
\pagestyle{empty}
\begin{document}
\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
ABDOU Farida & 10.0 & 5.5 & 8.5 & 0.0 & 8.9 & 11.5 \\
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1.0 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
ABOU BACAR Djaha & 10.0 & 7.4 & 7.6 & 11.0 & 6.2 & 14.5 \\
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1.0 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
AHAMADA Nabaouya & 13.0 & 7.4 & 6.8 & 13.0 & 7.8 & 8 \\
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
AHAMADI Faina & 14.0 & 4.8 & 3.4 & 14.0 & 4.1 & 10.5 \\
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1.0 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
ALI Mardhuia & 9.5 & 9.4 & 13.7 & 11.0 & 11.1 & 11 \\
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
ALI SOULAIMANA Chamsia & 16.5 & 9.4 & 8 & 11.5 & 8.4 & 13.5 \\
Coefficient & 0.5 & 1.0 & 1 & 0.5 & 1.0 & 1.0 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
ALSENE ALI MADI Stela & 5.0 & 6.8 & 4.6 & 13.0 & 4.1 & 3.5 \\
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1.0 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
ANDRIATAHIANA Hoby & 13.5 & 11 & 7.3 & 17.5 & 10.5 & 13.5 \\
Coefficient & 0.5 & 1 & 1.0 & 0.5 & 1.0 & 1.0 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
ANLI Emeline & 8.0 & 7.4 & 0 & 10.0 & 6.5 & 10.5 \\
Coefficient & 0.5 & 1.0 & 1 & 0.5 & 1.0 & 1.0 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
ATHOUMANE Naouidat & 11.5 & 6.8 & 6.8 & 12.5 & 5.9 & 11.5 \\
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1.0 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
BOUDRA Nassifanya & 16.5 & 13.2 & 9 & 15.5 & 8.4 & 18 \\
Coefficient & 0.5 & 1.0 & 1 & 0.5 & 1.0 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
CHANFI Nadhrati & 16.0 & 6.8 & 2.4 & 10.0 & 4.9 & 2.5 \\
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1.0 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
COMBO Moinécha & 18.5 & 11 & 12.4 & 17.5 & 11.6 & 15.5 \\
Coefficient & 0.5 & 1 & 1.0 & 0.5 & 1.0 & 1.0 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1 \\
HALIDI Nisma & 15.0 & 11.9 & 12.2 & 14.5 & 10.3 & 15 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1.0 \\
HAMZA Samianti & 10.5 & 5.8 & 3.9 & 10.0 & 4.9 & 8.5 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1.0 & 0.5 & 1.0 & 1 \\
HOUMADI Mouslimati & 0.0 & 0 & 7.3 & 3.5 & 8.9 & 8 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1.0 & 0.5 & 1.0 & 1 \\
HOUMADI Chaharazadi & 16.0 & 10 & 7.6 & 14.5 & 10.8 & 14 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1.0 & 0.5 & 1.0 & 1 \\
HOUMADI Nasmi & 19.0 & 11 & 5.9 & 16.5 & 8.9 & 17 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1 \\
HOUMADI Dhoirfia & 18.5 & 8.1 & 6.8 & 16.5 & 5.1 & 15 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1 & 0.5 & 1.0 & 1 \\
LOUTOUFI Nachima & 7.0 & 7.1 & 8 & 10.5 & 7.3 & 10 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1.0 \\
MALIDE El-Anzize & 15.5 & 6.8 & 5.1 & 12.0 & 4.1 & 16.5 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1 \\
MONNE Kevin & 7.0 & 9.4 & 9.8 & 0.0 & 10.5 & 11 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1 \\
MOUSSA Roibouanti & 17.5 & 13.5 & 11.2 & 18.5 & 10.3 & 16 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1.0 \\
OUSSENI Hilma & 17.5 & 8.7 & 7.3 & 16.5 & 5.9 & 13.5 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1 \\
SAANLI Natali & 19.0 & 12.9 & 14.6 & 17.5 & 13.8 & 19 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1.0 \\
SAID AHAMADA Roukaya & 15.5 & 8.4 & 8.5 & 13.0 & 10.5 & 15.5 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1.0 \\
SANDA Issoufi & 15.0 & 8.7 & 7.3 & 16.0 & 6.8 & 8.5 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1 & 1 \\
SOILIHI Soifia & 14.5 & 8.7 & 7.1 & 10.5 & 7 & 11 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1 \\
SOUFIANI Laila & 2.0 & 3.5 & 2.4 & 0.0 & 4.1 & 4 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{lrrrrrr}
\hline
{} & DM 4 & BB avril & BB commun & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1.0 & 1.0 & 0.5 & 1.0 & 1 \\
YOUSSOUF Sitirati & 6.5 & 7.4 & 2.4 & 0.0 & 5.7 & 6 \\
\hline
\end{tabular}
\end{document}
%%% Local Variables:
%%% mode: latex
%%% TeX-master: "master"
%%% End:

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\documentclass[a4paper,10pt]{/media/documents/Cours/Prof/Enseignements/tools/style/classExo}
\usepackage{/media/documents/Cours/Prof/Enseignements/2015_2016}
% Title Page
\titre{Généralités sur les fonctions - Exercices}
% \seconde \premiereS \PSTMG \TSTMG
\classe{Troisième}
\date{Mai 2016}
\pagestyle{empty}
\begin{document}
\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
ABDALLAH Touraya & 10.5 & 7.1 & 3.7 & 10.5 & 6 & 4.6 & 4 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
ABDOU Mariam & 19 & 14.8 & 15.1 & 18.9 & 17 & 13.5 & 18.5 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
ABTOIHI SAID Yasmina & 17 & 8.4 & 4.9 & 18.9 & 14.5 & 5.7 & 16.5 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
AHAMED Anssuifidine & 15 & 9 & 7.1 & 18.9 & 16.5 & 6.8 & 10.5 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
AHAMED Issihaka & 14.5 & 7.4 & 9 & 15.8 & 16.5 & 8.4 & 12.5 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
AHMED ABDOU El-Karim & 20 & 6.1 & 3.9 & 15.8 & 16 & 4.1 & 7 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
ANDILI Chayhati & 14 & 9.4 & 10.2 & 11.6 & 16.5 & 8.6 & 11 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
ANDJILANE Rachma & 19 & 8.7 & 6.3 & 18.9 & 18 & 5.7 & 13 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
ANLI Koudoussia & 17 & 8.1 & 8.3 & 11.6 & 15.5 & 8.4 & 11 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
ATTOUMANI Hanissa & 13.5 & 4.8 & 11.5 & 15.8 & 15.5 & 4.9 & 15.5 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
BACO ABDALLAH Moustadirane & 16.5 & 8.4 & 5.1 & 18.9 & 18 & 4.6 & 10.5 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
BINALI Maoulida & 15.5 & 12.6 & 11 & 15.8 & 17.5 & 5.7 & 16 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
BOINA Ainati & 15.5 & 11.3 & 10 & 18.9 & 17.5 & 10.5 & 14.5 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
BOINA HASSANI Nahimi & 13 & 6.8 & 5.9 & 9.5 & 13.5 & 4.6 & 13 \\
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
DAOUD El-Farouk & 17.5 & 12.9 & 11 & 18.9 & 16.5 & 10.3 & 13 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
DJADAR Ifrah & 16 & 9.4 & 10.5 & 10.5 & 13.5 & 5.7 & 13 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
HALIBOU Nafilati & 6.5 & 7.1 & 5.4 & 10.5 & 8 & 5.1 & 6 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
HOUMADI Himida & 9.5 & 8.1 & 7.3 & 18.9 & 11.5 & 3.5 & 11.5 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
HOUMADI Antufati & 16 & 6.8 & 7.3 & 11.6 & 16 & 4.9 & 6.5 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
HOUMADI ABDALLAH Abdallah & 17.5 & 9 & 8.3 & 18.9 & 16.5 & 10 & 18 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
IBRAHIM Laoura & 6.5 & 4.2 & 3.4 & 9.5 & 7.5 & 0 & 4 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
MALIDE ABDOU Nasser & 19.5 & 14.8 & 11.2 & 18.9 & 16.5 & 9.5 & 18 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
MALIDE Younes & 19.5 & 17.1 & 15.4 & 15.8 & 19.5 & 15.4 & 19 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
MOENY MOKO Nadjma & 11.5 & 6.1 & 7.6 & 18.9 & 12.5 & 3 & 5.5 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
MOURTADJOU El-Fazar & 17 & 11.6 & 6.3 & 20 & 17.5 & 8.1 & 14 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
SAID Chamsoudine & 13 & 10 & 7.8 & 20 & 14.5 & 7.8 & 15 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
YANCOUB Toufa & 16 & 0 & 9.8 & 15.8 & 14.5 & 8.9 & 13.5 \\
\hline
\end{tabular}
\vspace{1cm}\begin{tabular}{llllllll}
\hline
{} & DM 4 & BB avril & BB commun & Enclos & DM 5 & BB mai & Connaissances \\
\hline
Coefficient & 0.5 & 1 & 1 & 0.5 & 0.5 & 1 & 1 \\
YOUSSOUF Asma & 7.5 & 9.4 & 10 & 9.5 & 12.5 & 4.6 & 4.5 \\
\hline
\end{tabular}
\end{document}
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