{ "cells": [ { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import pandas as pd\n", "from texenv import texenv\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": true }, "outputs": [], "source": [ "ds_name = \"DS_0410\"\n", "classe = \"1stmg\"" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [], "source": [ "notes = pd.ExcelFile(\"./../../../notes_\"+classe+\".xls\")\n", "notes.sheet_names\n", "notes = notes.parse(ds_name)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "Index(['DS_0410', 'av_arrondi', 'Exercice 1', '1 (tracer fonction)', '2 (inéquation)', 'Exercice 2', '1.a (lecture graphique)', '1.b (proportion)', '1.c (lecture graphique)', '1.d (lecture graphique)', '2.a (dérivation)', '2.b (etude de signe)', '2.c (maximum)', 'Exercice 3 (QCM)'], dtype='object')" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "notes.index" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": true }, "outputs": [], "source": [ "notes = notes.T" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [], "source": [ "notes = notes.drop(\"av_arrondi\", axis=1)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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DS_0410Exercice 11 (tracer fonction)2 (inéquation)Exercice 21.a (lecture graphique)1.b (proportion)1.c (lecture graphique)1.d (lecture graphique)2.a (dérivation)2.b (etude de signe)2.c (maximum)Exercice 3 (QCM)
AHRAM AnyssaNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
AISSA Reda12.03.333333327.16666732333201.5
BENALIA Nassim8.51.3333332NaN4.0000003333NaNNaNNaN3.0
BOUCETTA M'hamed13.02.666667318.66666723333231.5
DA COSTA SANTOS Pauline7.02.0000003NaN5.166667320331NaN0.0
DE SOUZA Laurencia12.52.666667226.6666673NaN023233.0
DIA Anais9.54.000000334.0000003NaNNaN321NaN1.5
GEINDREAU Anne Lyse15.04.0000003310.00000033333331.0
GIAHI KHOSHNAM Kimiya9.53.333333234.500000300331NaN1.5
GOMES DOS SANTOS Mélina13.54.000000336.66666733232203.0
GOMES TAVARES JaniceNaN0.000000NaNNaN0.000000NaNNaNNaNNaNNaNNaNNaNNaN
JOSEPH Lucie9.52.666667134.00000020222103.0
KENEMO Jordan7.02.666667222.66666722102NaNNaN1.5
LAHBATI Baddredine8.02.000000303.6666673323NaNNaN02.5
LELO Yokoche14.03.333333329.00000033333231.5
MBARKI Nesrin14.53.333333238.00000033033313.0
MEDJADIR Ikrame10.52.000000035.6666673NaNNaN22303.0
MOUGAMADOUSOULEMANE Nasrin8.02.666667314.000000330220NaN1.5
MOUMNI Mohamed10.03.333333235.0000001NaNNaN23211.5
NKOUNKOU MOUANGASSA Primaëlle Allegresse14.53.333333238.00000033033233.0
PATRICK Alvin11.52.666667137.50000033032231.5
RIVART Morgane17.04.0000003310.00000033333333.0
Safarnyan Vakil7.00.6666671NaN3.5000003NaN033NaN03.0
SENKAL Kursad12.01.333333119.16666732332331.5
SHABBIR Rukhssar12.02.000000305.5000003NaN122214.5
SILMI Walid8.02.000000304.66666733232NaNNaN1.5
SOUPRAMANIANE Pavitra11.53.333333236.50000022023221.5
TERBECHE Fatima12.52.000000217.3333333NaN133313.0
UGURLU Rojin12.52.666667316.66666720033233.0
VALERE Laureen11.02.000000307.50000030NaN33321.5
VAZ DE ALMEIDA Gabrielle16.54.000000339.66666733233333.0
\n", "
" ], "text/plain": [ " DS_0410 Exercice 1 \\\n", "AHRAM Anyssa NaN NaN \n", "AISSA Reda 12.0 3.333333 \n", "BENALIA Nassim 8.5 1.333333 \n", "BOUCETTA M'hamed 13.0 2.666667 \n", "DA COSTA SANTOS Pauline 7.0 2.000000 \n", "DE SOUZA Laurencia 12.5 2.666667 \n", "DIA Anais 9.5 4.000000 \n", "GEINDREAU Anne Lyse 15.0 4.000000 \n", "GIAHI KHOSHNAM Kimiya 9.5 3.333333 \n", "GOMES DOS SANTOS Mélina 13.5 4.000000 \n", "GOMES TAVARES Janice NaN 0.000000 \n", "JOSEPH Lucie 9.5 2.666667 \n", "KENEMO Jordan 7.0 2.666667 \n", "LAHBATI Baddredine 8.0 2.000000 \n", "LELO Yokoche 14.0 3.333333 \n", "MBARKI Nesrin 14.5 3.333333 \n", "MEDJADIR Ikrame 10.5 2.000000 \n", "MOUGAMADOUSOULEMANE Nasrin 8.0 2.666667 \n", "MOUMNI Mohamed 10.0 3.333333 \n", "NKOUNKOU MOUANGASSA Primaëlle Allegresse 14.5 3.333333 \n", "PATRICK Alvin 11.5 2.666667 \n", "RIVART Morgane 17.0 4.000000 \n", "Safarnyan Vakil 7.0 0.666667 \n", "SENKAL Kursad 12.0 1.333333 \n", "SHABBIR Rukhssar 12.0 2.000000 \n", "SILMI Walid 8.0 2.000000 \n", "SOUPRAMANIANE Pavitra 11.5 3.333333 \n", "TERBECHE Fatima 12.5 2.000000 \n", "UGURLU Rojin 12.5 2.666667 \n", "VALERE Laureen 11.0 2.000000 \n", "VAZ DE ALMEIDA Gabrielle 16.5 4.000000 \n", "\n", " 1 (tracer fonction) 2 (inéquation) \\\n", "AHRAM Anyssa NaN NaN \n", "AISSA Reda 3 2 \n", "BENALIA Nassim 2 NaN \n", "BOUCETTA M'hamed 3 1 \n", "DA COSTA SANTOS Pauline 3 NaN \n", "DE SOUZA Laurencia 2 2 \n", "DIA Anais 3 3 \n", "GEINDREAU Anne Lyse 3 3 \n", "GIAHI KHOSHNAM Kimiya 2 3 \n", "GOMES DOS SANTOS Mélina 3 3 \n", "GOMES TAVARES Janice NaN NaN \n", "JOSEPH Lucie 1 3 \n", "KENEMO Jordan 2 2 \n", "LAHBATI Baddredine 3 0 \n", "LELO Yokoche 3 2 \n", "MBARKI Nesrin 2 3 \n", "MEDJADIR Ikrame 0 3 \n", "MOUGAMADOUSOULEMANE Nasrin 3 1 \n", "MOUMNI Mohamed 2 3 \n", "NKOUNKOU MOUANGASSA Primaëlle Allegresse 2 3 \n", "PATRICK Alvin 1 3 \n", "RIVART Morgane 3 3 \n", "Safarnyan Vakil 1 NaN \n", "SENKAL Kursad 1 1 \n", "SHABBIR Rukhssar 3 0 \n", "SILMI Walid 3 0 \n", "SOUPRAMANIANE Pavitra 2 3 \n", "TERBECHE Fatima 2 1 \n", "UGURLU Rojin 3 1 \n", "VALERE Laureen 3 0 \n", "VAZ DE ALMEIDA Gabrielle 3 3 \n", "\n", " Exercice 2 1.a (lecture graphique) \\\n", "AHRAM Anyssa NaN NaN \n", "AISSA Reda 7.166667 3 \n", "BENALIA Nassim 4.000000 3 \n", "BOUCETTA M'hamed 8.666667 2 \n", "DA COSTA SANTOS Pauline 5.166667 3 \n", "DE SOUZA Laurencia 6.666667 3 \n", "DIA Anais 4.000000 3 \n", "GEINDREAU Anne Lyse 10.000000 3 \n", "GIAHI KHOSHNAM Kimiya 4.500000 3 \n", "GOMES DOS SANTOS Mélina 6.666667 3 \n", "GOMES TAVARES Janice 0.000000 NaN \n", "JOSEPH Lucie 4.000000 2 \n", "KENEMO Jordan 2.666667 2 \n", "LAHBATI Baddredine 3.666667 3 \n", "LELO Yokoche 9.000000 3 \n", "MBARKI Nesrin 8.000000 3 \n", "MEDJADIR Ikrame 5.666667 3 \n", "MOUGAMADOUSOULEMANE Nasrin 4.000000 3 \n", "MOUMNI Mohamed 5.000000 1 \n", "NKOUNKOU MOUANGASSA Primaëlle Allegresse 8.000000 3 \n", "PATRICK Alvin 7.500000 3 \n", "RIVART Morgane 10.000000 3 \n", "Safarnyan Vakil 3.500000 3 \n", "SENKAL Kursad 9.166667 3 \n", "SHABBIR Rukhssar 5.500000 3 \n", "SILMI Walid 4.666667 3 \n", "SOUPRAMANIANE Pavitra 6.500000 2 \n", "TERBECHE Fatima 7.333333 3 \n", "UGURLU Rojin 6.666667 2 \n", "VALERE Laureen 7.500000 3 \n", "VAZ DE ALMEIDA Gabrielle 9.666667 3 \n", "\n", " 1.b (proportion) \\\n", "AHRAM Anyssa NaN \n", "AISSA Reda 2 \n", "BENALIA Nassim 3 \n", "BOUCETTA M'hamed 3 \n", "DA COSTA SANTOS Pauline 2 \n", "DE SOUZA Laurencia NaN \n", "DIA Anais NaN \n", "GEINDREAU Anne Lyse 3 \n", "GIAHI KHOSHNAM Kimiya 0 \n", "GOMES DOS SANTOS Mélina 3 \n", "GOMES TAVARES Janice NaN \n", "JOSEPH Lucie 0 \n", "KENEMO Jordan 2 \n", "LAHBATI Baddredine 3 \n", "LELO Yokoche 3 \n", "MBARKI Nesrin 3 \n", "MEDJADIR Ikrame NaN \n", "MOUGAMADOUSOULEMANE Nasrin 3 \n", "MOUMNI Mohamed NaN \n", "NKOUNKOU MOUANGASSA Primaëlle Allegresse 3 \n", "PATRICK Alvin 3 \n", "RIVART Morgane 3 \n", "Safarnyan Vakil NaN \n", "SENKAL Kursad 2 \n", "SHABBIR Rukhssar NaN \n", "SILMI Walid 3 \n", "SOUPRAMANIANE Pavitra 2 \n", "TERBECHE Fatima NaN \n", "UGURLU Rojin 0 \n", "VALERE Laureen 0 \n", "VAZ DE ALMEIDA Gabrielle 3 \n", "\n", " 1.c (lecture graphique) \\\n", "AHRAM Anyssa NaN \n", "AISSA Reda 3 \n", "BENALIA Nassim 3 \n", "BOUCETTA M'hamed 3 \n", "DA COSTA SANTOS Pauline 0 \n", "DE SOUZA Laurencia 0 \n", "DIA Anais NaN \n", "GEINDREAU Anne Lyse 3 \n", "GIAHI KHOSHNAM Kimiya 0 \n", "GOMES DOS SANTOS Mélina 2 \n", "GOMES TAVARES Janice NaN \n", "JOSEPH Lucie 2 \n", "KENEMO Jordan 1 \n", "LAHBATI Baddredine 2 \n", "LELO Yokoche 3 \n", "MBARKI Nesrin 0 \n", "MEDJADIR Ikrame NaN \n", "MOUGAMADOUSOULEMANE Nasrin 0 \n", "MOUMNI Mohamed NaN \n", "NKOUNKOU MOUANGASSA Primaëlle Allegresse 0 \n", "PATRICK Alvin 0 \n", "RIVART Morgane 3 \n", "Safarnyan Vakil 0 \n", "SENKAL Kursad 3 \n", "SHABBIR Rukhssar 1 \n", "SILMI Walid 2 \n", "SOUPRAMANIANE Pavitra 0 \n", "TERBECHE Fatima 1 \n", "UGURLU Rojin 0 \n", "VALERE Laureen NaN \n", "VAZ DE ALMEIDA Gabrielle 2 \n", "\n", " 1.d (lecture graphique) \\\n", "AHRAM Anyssa NaN \n", "AISSA Reda 3 \n", "BENALIA Nassim 3 \n", "BOUCETTA M'hamed 3 \n", "DA COSTA SANTOS Pauline 3 \n", "DE SOUZA Laurencia 2 \n", "DIA Anais 3 \n", "GEINDREAU Anne Lyse 3 \n", "GIAHI KHOSHNAM Kimiya 3 \n", "GOMES DOS SANTOS Mélina 3 \n", "GOMES TAVARES Janice NaN \n", "JOSEPH Lucie 2 \n", "KENEMO Jordan 0 \n", "LAHBATI Baddredine 3 \n", "LELO Yokoche 3 \n", "MBARKI Nesrin 3 \n", "MEDJADIR Ikrame 2 \n", "MOUGAMADOUSOULEMANE Nasrin 2 \n", "MOUMNI Mohamed 2 \n", "NKOUNKOU MOUANGASSA Primaëlle Allegresse 3 \n", "PATRICK Alvin 3 \n", "RIVART Morgane 3 \n", "Safarnyan Vakil 3 \n", "SENKAL Kursad 3 \n", "SHABBIR Rukhssar 2 \n", "SILMI Walid 3 \n", "SOUPRAMANIANE Pavitra 2 \n", "TERBECHE Fatima 3 \n", "UGURLU Rojin 3 \n", "VALERE Laureen 3 \n", "VAZ DE ALMEIDA Gabrielle 3 \n", "\n", " 2.a (dérivation) \\\n", "AHRAM Anyssa NaN \n", "AISSA Reda 3 \n", "BENALIA Nassim NaN \n", "BOUCETTA M'hamed 3 \n", "DA COSTA SANTOS Pauline 3 \n", "DE SOUZA Laurencia 3 \n", "DIA Anais 2 \n", "GEINDREAU Anne Lyse 3 \n", "GIAHI KHOSHNAM Kimiya 3 \n", "GOMES DOS SANTOS Mélina 2 \n", "GOMES TAVARES Janice NaN \n", "JOSEPH Lucie 2 \n", "KENEMO Jordan 2 \n", "LAHBATI Baddredine NaN \n", "LELO Yokoche 3 \n", "MBARKI Nesrin 3 \n", "MEDJADIR Ikrame 2 \n", "MOUGAMADOUSOULEMANE Nasrin 2 \n", "MOUMNI Mohamed 3 \n", "NKOUNKOU MOUANGASSA Primaëlle Allegresse 3 \n", "PATRICK Alvin 2 \n", "RIVART Morgane 3 \n", "Safarnyan Vakil 3 \n", "SENKAL Kursad 2 \n", "SHABBIR Rukhssar 2 \n", "SILMI Walid 2 \n", "SOUPRAMANIANE Pavitra 3 \n", "TERBECHE Fatima 3 \n", "UGURLU Rojin 3 \n", "VALERE Laureen 3 \n", "VAZ DE ALMEIDA Gabrielle 3 \n", "\n", " 2.b (etude de signe) 2.c (maximum) \\\n", "AHRAM Anyssa NaN NaN \n", "AISSA Reda 2 0 \n", "BENALIA Nassim NaN NaN \n", "BOUCETTA M'hamed 2 3 \n", "DA COSTA SANTOS Pauline 1 NaN \n", "DE SOUZA Laurencia 2 3 \n", "DIA Anais 1 NaN \n", "GEINDREAU Anne Lyse 3 3 \n", "GIAHI KHOSHNAM Kimiya 1 NaN \n", "GOMES DOS SANTOS Mélina 2 0 \n", "GOMES TAVARES Janice NaN NaN \n", "JOSEPH Lucie 1 0 \n", "KENEMO Jordan NaN NaN \n", "LAHBATI Baddredine NaN 0 \n", "LELO Yokoche 2 3 \n", "MBARKI Nesrin 3 1 \n", "MEDJADIR Ikrame 3 0 \n", "MOUGAMADOUSOULEMANE Nasrin 0 NaN \n", "MOUMNI Mohamed 2 1 \n", "NKOUNKOU MOUANGASSA Primaëlle Allegresse 2 3 \n", "PATRICK Alvin 2 3 \n", "RIVART Morgane 3 3 \n", "Safarnyan Vakil NaN 0 \n", "SENKAL Kursad 3 3 \n", "SHABBIR Rukhssar 2 1 \n", "SILMI Walid NaN NaN \n", "SOUPRAMANIANE Pavitra 2 2 \n", "TERBECHE Fatima 3 1 \n", "UGURLU Rojin 2 3 \n", "VALERE Laureen 3 2 \n", "VAZ DE ALMEIDA Gabrielle 3 3 \n", "\n", " Exercice 3 (QCM) \n", "AHRAM Anyssa NaN \n", "AISSA Reda 1.5 \n", "BENALIA Nassim 3.0 \n", "BOUCETTA M'hamed 1.5 \n", "DA COSTA SANTOS Pauline 0.0 \n", "DE SOUZA Laurencia 3.0 \n", "DIA Anais 1.5 \n", "GEINDREAU Anne Lyse 1.0 \n", "GIAHI KHOSHNAM Kimiya 1.5 \n", "GOMES DOS SANTOS Mélina 3.0 \n", "GOMES TAVARES Janice NaN \n", "JOSEPH Lucie 3.0 \n", "KENEMO Jordan 1.5 \n", "LAHBATI Baddredine 2.5 \n", "LELO Yokoche 1.5 \n", "MBARKI Nesrin 3.0 \n", "MEDJADIR Ikrame 3.0 \n", "MOUGAMADOUSOULEMANE Nasrin 1.5 \n", "MOUMNI Mohamed 1.5 \n", "NKOUNKOU MOUANGASSA Primaëlle Allegresse 3.0 \n", "PATRICK Alvin 1.5 \n", "RIVART Morgane 3.0 \n", "Safarnyan Vakil 3.0 \n", "SENKAL Kursad 1.5 \n", "SHABBIR Rukhssar 4.5 \n", "SILMI Walid 1.5 \n", "SOUPRAMANIANE Pavitra 1.5 \n", "TERBECHE Fatima 3.0 \n", "UGURLU Rojin 3.0 \n", "VALERE Laureen 1.5 \n", "VAZ DE ALMEIDA Gabrielle 3.0 " ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "barem = notes[:1]\n", "notes = notes[1:]\n", "notes" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [], "source": [ "notes = notes[notes[ds_name].notnull()]\n", "#notes" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [], "source": [ "notes = notes.astype(float)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "count 29.000000\n", "mean 11.310345\n", "std 2.820251\n", "min 7.000000\n", "25% 9.500000\n", "50% 11.500000\n", "75% 13.000000\n", "max 17.000000\n", "Name: DS_0410, dtype: float64" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "notes[ds_name].describe()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [], "source": [ "list_exo = [\"Exercice 1\", \"Exercice 2\", \"Exercice 3 (QCM)\"]" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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Exercice 1Exercice 2Exercice 3 (QCM)
AISSA Reda3.337.171.5
BENALIA Nassim1.334.003.0
BOUCETTA M'hamed2.678.671.5
DA COSTA SANTOS Pauline2.005.170.0
DE SOUZA Laurencia2.676.673.0
DIA Anais4.004.001.5
GEINDREAU Anne Lyse4.0010.001.0
GIAHI KHOSHNAM Kimiya3.334.501.5
GOMES DOS SANTOS Mélina4.006.673.0
JOSEPH Lucie2.674.003.0
KENEMO Jordan2.672.671.5
LAHBATI Baddredine2.003.672.5
LELO Yokoche3.339.001.5
MBARKI Nesrin3.338.003.0
MEDJADIR Ikrame2.005.673.0
MOUGAMADOUSOULEMANE Nasrin2.674.001.5
MOUMNI Mohamed3.335.001.5
NKOUNKOU MOUANGASSA Primaëlle Allegresse3.338.003.0
PATRICK Alvin2.677.501.5
RIVART Morgane4.0010.003.0
Safarnyan Vakil0.673.503.0
SENKAL Kursad1.339.171.5
SHABBIR Rukhssar2.005.504.5
SILMI Walid2.004.671.5
SOUPRAMANIANE Pavitra3.336.501.5
TERBECHE Fatima2.007.333.0
UGURLU Rojin2.676.673.0
VALERE Laureen2.007.501.5
VAZ DE ALMEIDA Gabrielle4.009.673.0
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" ], "text/plain": [ " Exercice 1 Exercice 2 \\\n", "AISSA Reda 3.33 7.17 \n", "BENALIA Nassim 1.33 4.00 \n", "BOUCETTA M'hamed 2.67 8.67 \n", "DA COSTA SANTOS Pauline 2.00 5.17 \n", "DE SOUZA Laurencia 2.67 6.67 \n", "DIA Anais 4.00 4.00 \n", "GEINDREAU Anne Lyse 4.00 10.00 \n", "GIAHI KHOSHNAM Kimiya 3.33 4.50 \n", "GOMES DOS SANTOS Mélina 4.00 6.67 \n", "JOSEPH Lucie 2.67 4.00 \n", "KENEMO Jordan 2.67 2.67 \n", "LAHBATI Baddredine 2.00 3.67 \n", "LELO Yokoche 3.33 9.00 \n", "MBARKI Nesrin 3.33 8.00 \n", "MEDJADIR Ikrame 2.00 5.67 \n", "MOUGAMADOUSOULEMANE Nasrin 2.67 4.00 \n", "MOUMNI Mohamed 3.33 5.00 \n", "NKOUNKOU MOUANGASSA Primaëlle Allegresse 3.33 8.00 \n", "PATRICK Alvin 2.67 7.50 \n", "RIVART Morgane 4.00 10.00 \n", "Safarnyan Vakil 0.67 3.50 \n", "SENKAL Kursad 1.33 9.17 \n", "SHABBIR Rukhssar 2.00 5.50 \n", "SILMI Walid 2.00 4.67 \n", "SOUPRAMANIANE Pavitra 3.33 6.50 \n", "TERBECHE Fatima 2.00 7.33 \n", "UGURLU Rojin 2.67 6.67 \n", "VALERE Laureen 2.00 7.50 \n", "VAZ DE ALMEIDA Gabrielle 4.00 9.67 \n", "\n", " Exercice 3 (QCM) \n", "AISSA Reda 1.5 \n", "BENALIA Nassim 3.0 \n", "BOUCETTA M'hamed 1.5 \n", "DA COSTA SANTOS Pauline 0.0 \n", "DE SOUZA Laurencia 3.0 \n", "DIA Anais 1.5 \n", "GEINDREAU Anne Lyse 1.0 \n", "GIAHI KHOSHNAM Kimiya 1.5 \n", "GOMES DOS SANTOS Mélina 3.0 \n", "JOSEPH Lucie 3.0 \n", "KENEMO Jordan 1.5 \n", "LAHBATI Baddredine 2.5 \n", "LELO Yokoche 1.5 \n", "MBARKI Nesrin 3.0 \n", "MEDJADIR Ikrame 3.0 \n", "MOUGAMADOUSOULEMANE Nasrin 1.5 \n", "MOUMNI Mohamed 1.5 \n", "NKOUNKOU MOUANGASSA Primaëlle Allegresse 3.0 \n", "PATRICK Alvin 1.5 \n", "RIVART Morgane 3.0 \n", "Safarnyan Vakil 3.0 \n", "SENKAL Kursad 1.5 \n", "SHABBIR Rukhssar 4.5 \n", "SILMI Walid 1.5 \n", "SOUPRAMANIANE Pavitra 1.5 \n", "TERBECHE Fatima 3.0 \n", "UGURLU Rojin 3.0 \n", "VALERE Laureen 1.5 \n", "VAZ DE ALMEIDA Gabrielle 3.0 " ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "notes[list_exo] = notes[list_exo].applymap(lambda x:round(x,2))\n", "notes[list_exo]" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "collapsed": false }, "outputs": [], "source": [ "def toRepVal(val):\n", " if pd.isnull(val):\n", " return \"\\\\NoRep\"\n", " elif val == 0:\n", " return \"\\\\RepZ\"\n", " elif val == 1:\n", " return \"\\\\RepU\"\n", " elif val == 2:\n", " return \"\\\\RepD\"\n", " elif val == 3:\n", " return \"\\\\RepT\"\n", " else:\n", " return val" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "['1 (tracer fonction)',\n", " '2 (inéquation)',\n", " '1.a (lecture graphique)',\n", " '1.b (proportion)',\n", " '1.c (lecture graphique)',\n", " '1.d (lecture graphique)',\n", " '2.a (dérivation)',\n", " '2.b (etude de signe)',\n", " '2.c (maximum)']" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sous_exo = [i for i in notes.T.index if i not in list_exo + [ds_name, \"Bonus\", \"Malus\", \"Num_sujet\"]]\n", "sous_exo" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false }, "outputs": [], "source": [ "notes[sous_exo] = notes[sous_exo].applymap(toRepVal)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "13" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(notes.T.index)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "collapsed": false }, "outputs": [], "source": [ "bilan = texenv.get_template(\"tpl_bilan.tex\")\n", "with open(\"./bilan.tex\",\"w\") as f:\n", " f.write(bilan.render(eleves = notes, barem = barem, ds_name = ds_name))" ] }, { "cell_type": "code", "execution_count": 102, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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DM_0327Exercice 11.a1.b1.c1.d2.a2.b2.c2.d3.a3.b3.cMalusExercice 2Num_sujetRaisonnerCommuniquer
ANANTHARASA Kisojana1110.33\\RepT\\RepT\\RepT\\RepD\\RepT\\RepT\\RepT\\RepT\\RepT\\RepD\\RepTNaN0.674\\RepU\\RepZ
BAKAYOKO Aïcha1511.00\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepTNaN4.001\\RepT\\RepT
BLAISE Emilie139.33\\RepT\\RepD\\RepT\\RepT\\RepT\\RepZ\\RepT\\RepD\\RepT\\RepT\\RepTNaN4.001\\RepT\\RepT
DRIDI Karim1111.00\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepTNaN0.001\\RepZ\\RepZ
FADIGA Mohamed1211.00\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepTNaN1.334\\RepZ\\RepD
FESSARD Katelyne97.00\\RepT\\RepT\\RepT\\NoRep\\RepT\\NoRep\\NoRep\\NoRep\\RepT\\RepT\\RepTNaN2.003\\RepU\\RepD
FUSCO Manon1210.67\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepD\\RepT\\RepT\\RepT\\RepTNaN1.332\\RepU\\RepU
GILBERT Melissa1110.00\\RepT\\RepD\\RepT\\RepD\\RepT\\RepT\\RepT\\RepT\\RepT\\RepD\\RepT0.51.331\\RepU\\RepU
GUNARASA Rithurshan1210.33\\RepU\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepTNaN2.002\\RepD\\RepU
HAMLAOUI Fattouma1411.00\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepTNaN3.333\\RepD\\RepT
INACIO Bastien1310.67\\RepT\\RepT\\RepD\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepTNaN2.001\\RepU\\RepD
JOHNSON Yannick87.67\\RepT\\RepD\\RepD\\RepZ\\RepT\\RepT\\NoRep\\RepT\\RepT\\RepD\\RepDNaN0.00NaN\\RepZ\\RepZ
KEITA Yakaré1511.00\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepTNaN4.003\\RepT\\RepT
KONE Yacouba1511.00\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepTNaN4.003\\RepT\\RepT
LE Quentin97.67\\RepT\\RepT\\RepT\\RepZ\\RepT\\RepU\\RepT\\RepT\\RepZ\\RepD\\RepDNaN1.332\\RepU\\RepU
LOUKA Marina1310.67\\RepT\\RepT\\RepT\\RepD\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepTNaN2.672\\RepD\\RepD
MATOS GOMES Jean Daniel53.33\\RepD\\RepD\\RepZ\\RepZ\\RepD\\RepZ\\RepZ\\RepZ\\RepD\\RepU\\RepUNaN1.331b\\RepU\\RepU
MOALI Lauryn1310.33\\RepT\\RepU\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepTNaN2.672\\RepU\\RepT
MONTAGNINI Cindy1511.00\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepTNaN4.001b\\RepT\\RepT
NGO Viviane1310.33\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepU\\RepT\\RepT\\RepTNaN2.671b\\RepD\\RepD
PEREIRA VAZ Luis Carlos1310.67\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepD\\RepT\\RepTNaN2.004\\RepU\\RepD
QADIR Maryam117.00\\RepD\\RepT\\RepT\\RepU\\RepT\\RepZ\\RepZ\\RepT\\RepT\\RepD\\RepUNaN4.003\\RepT\\RepT
SAIDANE Maissa116.67\\RepT\\RepD\\RepT\\RepZ\\RepT\\RepZ\\RepZ\\RepZ\\RepT\\RepT\\RepTNaN4.001\\RepT\\RepT
SILVA Andre Luis1411.00\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepTNaN3.331\\RepD\\RepT
STAUFF Léna1410.33\\RepT\\RepT\\RepT\\RepU\\RepT\\RepT\\RepT\\RepT\\RepT\\RepT\\RepTNaN3.332\\RepD\\RepT
\n", "
" ], "text/plain": [ " DM_0327 Exercice 1 1.a 1.b 1.c 1.d \\\n", "ANANTHARASA Kisojana 11 10.33 \\RepT \\RepT \\RepT \\RepD \n", "BAKAYOKO Aïcha 15 11.00 \\RepT \\RepT \\RepT \\RepT \n", "BLAISE Emilie 13 9.33 \\RepT \\RepD \\RepT \\RepT \n", "DRIDI Karim 11 11.00 \\RepT \\RepT \\RepT \\RepT \n", "FADIGA Mohamed 12 11.00 \\RepT \\RepT \\RepT \\RepT \n", "FESSARD Katelyne 9 7.00 \\RepT \\RepT \\RepT \\NoRep \n", "FUSCO Manon 12 10.67 \\RepT \\RepT \\RepT \\RepT \n", "GILBERT Melissa 11 10.00 \\RepT \\RepD \\RepT \\RepD \n", "GUNARASA Rithurshan 12 10.33 \\RepU \\RepT \\RepT \\RepT \n", "HAMLAOUI Fattouma 14 11.00 \\RepT \\RepT \\RepT \\RepT \n", "INACIO Bastien 13 10.67 \\RepT \\RepT \\RepD \\RepT \n", "JOHNSON Yannick 8 7.67 \\RepT \\RepD \\RepD \\RepZ \n", "KEITA Yakaré 15 11.00 \\RepT \\RepT \\RepT \\RepT \n", "KONE Yacouba 15 11.00 \\RepT \\RepT \\RepT \\RepT \n", "LE Quentin 9 7.67 \\RepT \\RepT \\RepT \\RepZ \n", "LOUKA Marina 13 10.67 \\RepT \\RepT \\RepT \\RepD \n", "MATOS GOMES Jean Daniel 5 3.33 \\RepD \\RepD \\RepZ \\RepZ \n", "MOALI Lauryn 13 10.33 \\RepT \\RepU \\RepT \\RepT \n", "MONTAGNINI Cindy 15 11.00 \\RepT \\RepT \\RepT \\RepT \n", "NGO Viviane 13 10.33 \\RepT \\RepT \\RepT \\RepT \n", "PEREIRA VAZ Luis Carlos 13 10.67 \\RepT \\RepT \\RepT \\RepT \n", "QADIR Maryam 11 7.00 \\RepD \\RepT \\RepT \\RepU \n", "SAIDANE Maissa 11 6.67 \\RepT \\RepD \\RepT \\RepZ \n", "SILVA Andre Luis 14 11.00 \\RepT \\RepT \\RepT \\RepT \n", "STAUFF Léna 14 10.33 \\RepT \\RepT \\RepT \\RepU \n", "\n", " 2.a 2.b 2.c 2.d 3.a 3.b 3.c \\\n", "ANANTHARASA Kisojana \\RepT \\RepT \\RepT \\RepT \\RepT \\RepD \\RepT \n", "BAKAYOKO Aïcha \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \n", "BLAISE Emilie \\RepT \\RepZ \\RepT \\RepD \\RepT \\RepT \\RepT \n", "DRIDI Karim \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \n", "FADIGA Mohamed \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \n", "FESSARD Katelyne \\RepT \\NoRep \\NoRep \\NoRep \\RepT \\RepT \\RepT \n", "FUSCO Manon \\RepT \\RepT \\RepD \\RepT \\RepT \\RepT \\RepT \n", "GILBERT Melissa \\RepT \\RepT \\RepT \\RepT \\RepT \\RepD \\RepT \n", "GUNARASA Rithurshan \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \n", "HAMLAOUI Fattouma \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \n", "INACIO Bastien \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \n", "JOHNSON Yannick \\RepT \\RepT \\NoRep \\RepT \\RepT \\RepD \\RepD \n", "KEITA Yakaré \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \n", "KONE Yacouba \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \n", "LE Quentin \\RepT \\RepU \\RepT \\RepT \\RepZ \\RepD \\RepD \n", "LOUKA Marina \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \n", "MATOS GOMES Jean Daniel \\RepD \\RepZ \\RepZ \\RepZ \\RepD \\RepU \\RepU \n", "MOALI Lauryn \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \n", "MONTAGNINI Cindy \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \n", "NGO Viviane \\RepT \\RepT \\RepT \\RepU \\RepT \\RepT \\RepT \n", "PEREIRA VAZ Luis Carlos \\RepT \\RepT \\RepT \\RepT \\RepD \\RepT \\RepT \n", "QADIR Maryam \\RepT \\RepZ \\RepZ \\RepT \\RepT \\RepD \\RepU \n", "SAIDANE Maissa \\RepT \\RepZ \\RepZ \\RepZ \\RepT \\RepT \\RepT \n", "SILVA Andre Luis \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \n", "STAUFF Léna \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \\RepT \n", "\n", " Malus Exercice 2 Num_sujet Raisonner Communiquer \n", "ANANTHARASA Kisojana NaN 0.67 4 \\RepU \\RepZ \n", "BAKAYOKO Aïcha NaN 4.00 1 \\RepT \\RepT \n", "BLAISE Emilie NaN 4.00 1 \\RepT \\RepT \n", "DRIDI Karim NaN 0.00 1 \\RepZ \\RepZ \n", "FADIGA Mohamed NaN 1.33 4 \\RepZ \\RepD \n", "FESSARD Katelyne NaN 2.00 3 \\RepU \\RepD \n", "FUSCO Manon NaN 1.33 2 \\RepU \\RepU \n", "GILBERT Melissa 0.5 1.33 1 \\RepU \\RepU \n", "GUNARASA Rithurshan NaN 2.00 2 \\RepD \\RepU \n", "HAMLAOUI Fattouma NaN 3.33 3 \\RepD \\RepT \n", "INACIO Bastien NaN 2.00 1 \\RepU \\RepD \n", "JOHNSON Yannick NaN 0.00 NaN \\RepZ \\RepZ \n", "KEITA Yakaré NaN 4.00 3 \\RepT \\RepT \n", "KONE Yacouba NaN 4.00 3 \\RepT \\RepT \n", "LE Quentin NaN 1.33 2 \\RepU \\RepU \n", "LOUKA Marina NaN 2.67 2 \\RepD \\RepD \n", "MATOS GOMES Jean Daniel NaN 1.33 1b \\RepU \\RepU \n", "MOALI Lauryn NaN 2.67 2 \\RepU \\RepT \n", "MONTAGNINI Cindy NaN 4.00 1b \\RepT \\RepT \n", "NGO Viviane NaN 2.67 1b \\RepD \\RepD \n", "PEREIRA VAZ Luis Carlos NaN 2.00 4 \\RepU \\RepD \n", "QADIR Maryam NaN 4.00 3 \\RepT \\RepT \n", "SAIDANE Maissa NaN 4.00 1 \\RepT \\RepT \n", "SILVA Andre Luis NaN 3.33 1 \\RepD \\RepT \n", "STAUFF Léna NaN 3.33 2 \\RepD \\RepT " ] }, "execution_count": 102, "metadata": {}, "output_type": "execute_result" } ], "source": [ "notes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] }, { "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": 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