From 9d0e6716714551273f9a8c73453e110724703388 Mon Sep 17 00:00:00 2001
From: Bertrand Benjamin <benjamin.bertrand@opytex.org>
Date: Sun, 10 Sep 2017 18:41:11 +0300
Subject: [PATCH] make a report for D1 for 302

---
 Notes/302.ipynb           |  482 +----
 Notes/302/302_DS1.pdf     |  Bin 0 -> 82333 bytes
 Notes/302/302_DS1.tex     | 1346 ++++++++++++
 Notes/recopytex.db        |  Bin 86016 -> 86016 bytes
 Notes/reports.py          |  128 ++
 Notes/tests reports.ipynb | 4136 +++++++++++++++++++++++++++++++++++++
 Notes/tpl_report.tex      |   61 +
 tools/style/base.sty      |    2 +-
 tools/style/shortcuts.sty |    9 +
 9 files changed, 5793 insertions(+), 371 deletions(-)
 create mode 100644 Notes/302/302_DS1.pdf
 create mode 100644 Notes/302/302_DS1.tex
 create mode 100644 Notes/reports.py
 create mode 100644 Notes/tests reports.ipynb
 create mode 100644 Notes/tpl_report.tex

diff --git a/Notes/302.ipynb b/Notes/302.ipynb
index 3b7fa2d..8f59ad2 100644
--- a/Notes/302.ipynb
+++ b/Notes/302.ipynb
@@ -10,7 +10,9 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "metadata": {},
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "import sqlite3\n",
@@ -141,12 +143,17 @@
   {
    "cell_type": "code",
    "execution_count": 9,
-   "metadata": {
-    "collapsed": true
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
-    "questions_scores = pd.read_sql_query(\"SELECT student.name, student.surname, score.value, question.competence\\\n",
+    "questions_scores = pd.read_sql_query(\"SELECT \\\n",
+    "                student.name as name,\\\n",
+    "                student.surname as surname,\\\n",
+    "                score.value as value, \\\n",
+    "                question.competence as competence,\\\n",
+    "                question.name as question,\\\n",
+    "                exercise.name as exercise, \\\n",
+    "                eval.name as eval\\\n",
     "                FROM score\\\n",
     "                JOIN question ON score.question_id==question.id \\\n",
     "                JOIN exercise ON question.exercise_id==exercise.id \\\n",
@@ -157,6 +164,13 @@
     "                params = (eval_id,))"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "On efface les lignes sans \"value\""
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 10,
@@ -168,6 +182,13 @@
     "questions_scores = questions_scores[questions_scores[\"value\"]!='']"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "On transforme les \"value\" en score"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 11,
@@ -199,109 +220,34 @@
    "cell_type": "code",
    "execution_count": 13,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style>\n",
-       "    .dataframe thead tr:only-child th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: left;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>name</th>\n",
-       "      <th>surname</th>\n",
-       "      <th>value</th>\n",
-       "      <th>competence</th>\n",
-       "      <th>score</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>ABDALLAH ALLAOUI</td>\n",
-       "      <td>Taiassima</td>\n",
-       "      <td>1</td>\n",
-       "      <td>Cher</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>ABDALLAH ALLAOUI</td>\n",
-       "      <td>Taiassima</td>\n",
-       "      <td>2</td>\n",
-       "      <td>Cal</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>ABDALLAH ALLAOUI</td>\n",
-       "      <td>Taiassima</td>\n",
-       "      <td>.</td>\n",
-       "      <td>Cal</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>ADANI</td>\n",
-       "      <td>Ismou</td>\n",
-       "      <td>2</td>\n",
-       "      <td>Cher</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>ADANI</td>\n",
-       "      <td>Ismou</td>\n",
-       "      <td>2</td>\n",
-       "      <td>Cal</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "               name    surname value competence  score\n",
-       "0  ABDALLAH ALLAOUI  Taiassima     1       Cher      1\n",
-       "1  ABDALLAH ALLAOUI  Taiassima     2        Cal      2\n",
-       "2  ABDALLAH ALLAOUI  Taiassima     .        Cal      0\n",
-       "3             ADANI      Ismou     2       Cher      2\n",
-       "4             ADANI      Ismou     2        Cal      2"
-      ]
-     },
-     "execution_count": 13,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "questions_scores.head()"
+    "#questions_scores.head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Nom des élèves en entier"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 14,
-   "metadata": {
-    "collapsed": true
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "questions_scores[\"fullname\"] = questions_scores[\"name\"] + \" \" + questions_scores[\"surname\"]"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Nom des compétences en entier"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 15,
@@ -309,6 +255,40 @@
     "collapsed": true
    },
    "outputs": [],
+   "source": [
+    "def competence_fullname(x):\n",
+    "    competences = {\n",
+    "        \"Cher\": \"Chercher\",\n",
+    "        \"Mod\": \"Modéliser\",\n",
+    "        \"Rep\": \"Représenter\",\n",
+    "        \"Rai\": \"Raisonner\",\n",
+    "        \"Cal\": \"Calculer\",\n",
+    "        \"Com\": \"Communiquer\",\n",
+    "        \"Con\": \"Connaître\"\n",
+    "    }\n",
+    "    try:\n",
+    "        return competences[x['competence']]\n",
+    "    except KeyError:\n",
+    "        return \"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "questions_scores[\"abv_competence\"] = questions_scores[\"competence\"]\n",
+    "questions_scores[\"competence\"] = questions_scores.apply(competence_fullname, axis=1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
    "source": [
     "def score_mean(x):\n",
     "    mean = np.mean(x)\n",
@@ -319,8 +299,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {},
+   "execution_count": 18,
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "report_comp = pd.pivot_table(questions_scores,\n",
@@ -339,8 +321,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
+   "execution_count": 19,
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "report_comp.columns = report_comp.columns.levels[-1]"
@@ -348,292 +332,50 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style>\n",
-       "    .dataframe thead tr:only-child th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: left;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th>competence</th>\n",
-       "      <th>Cal</th>\n",
-       "      <th>Cher</th>\n",
-       "      <th>Com</th>\n",
-       "      <th>Rai</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>fullname</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>ABDALLAH ALLAOUI Taiassima</th>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ADANI Ismou</th>\n",
-       "      <td>1</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AHAMADA Dhoulkamal</th>\n",
-       "      <td>0</td>\n",
-       "      <td>3</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AHAMADI Asbahati</th>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AHAMADI OUSSENI Ansufiddine</th>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AHAMED Fayadhi</th>\n",
-       "      <td>1</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AHMED SAID Hadaïta</th>\n",
-       "      <td>2</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ALI MADI Anissa</th>\n",
-       "      <td>2</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ALI Raydel</th>\n",
-       "      <td>3</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ATTOUMANE ALI Fatima</th>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>BACHIROU Elzame</th>\n",
-       "      <td>0</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>BINALI Zalida</th>\n",
-       "      <td>1</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>BOINA Abdillah Mze Limassi</th>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>BOUDRA Zaankidine</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>HALADI Asna</th>\n",
-       "      <td>2</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>HALIDI Soibrata</th>\n",
-       "      <td>1</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>HAMEDALY Doulkifly</th>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>IBRAHIM Nassur</th>\n",
-       "      <td>1</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>INOUSSA Anchoura</th>\n",
-       "      <td>1</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>MOHAMED Nadia</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>MOUHOUDHOIRE Izak</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>MOUSSRI Bakari</th>\n",
-       "      <td>0</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>SAKOTRA Claudiana</th>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>SAÏD Fatoumia</th>\n",
-       "      <td>2</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>TOUFAIL Salahou</th>\n",
-       "      <td>1</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "competence                   Cal  Cher  Com  Rai\n",
-       "fullname                                        \n",
-       "ABDALLAH ALLAOUI Taiassima     2     2    2    2\n",
-       "ADANI Ismou                    1     2    1    2\n",
-       "AHAMADA Dhoulkamal             0     3    1    0\n",
-       "AHAMADI Asbahati               3     3    3    3\n",
-       "AHAMADI OUSSENI Ansufiddine    1     1    1    0\n",
-       "AHAMED Fayadhi                 1     3    2    1\n",
-       "AHMED SAID Hadaïta             2     3    3    3\n",
-       "ALI MADI Anissa                2     3    2    3\n",
-       "ALI Raydel                     3     2    2    2\n",
-       "ATTOUMANE ALI Fatima           1     1    0    0\n",
-       "BACHIROU Elzame                0     2    1    0\n",
-       "BINALI Zalida                  1     2    2    0\n",
-       "BOINA Abdillah Mze Limassi     2     2    2    3\n",
-       "BOUDRA Zaankidine              0     0    0    0\n",
-       "HALADI Asna                    2     3    3    3\n",
-       "HALIDI Soibrata                1     2    2    0\n",
-       "HAMEDALY Doulkifly             1     0    1    1\n",
-       "IBRAHIM Nassur                 1     2    1    1\n",
-       "INOUSSA Anchoura               1     2    2    2\n",
-       "MOHAMED Nadia                  0     1    0    0\n",
-       "MOUHOUDHOIRE Izak              0     1    0    0\n",
-       "MOUSSRI Bakari                 0     2    1    1\n",
-       "SAKOTRA Claudiana              1     0    1    0\n",
-       "SAÏD Fatoumia                  2     3    2    3\n",
-       "TOUFAIL Salahou                1     2    3    3"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {},
-     "output_type": "execute_result"
+     "ename": "TypeError",
+     "evalue": "cannot do slice indexing on <class 'pandas.core.indexes.base.Index'> with these indexers [                  name      surname value   competence question  \\\n0     ABDALLAH ALLAOUI    Taiassima     2     Chercher        1   \n1     ABDALLAH ALLAOUI    Taiassima     2     Calculer        2   \n2     ABDALLAH ALLAOUI    Taiassima     .     Calculer      2.c   \n3                ADANI        Ismou     2     Chercher        1   \n4                ADANI        Ismou     2     Calculer        2   \n5                ADANI        Ismou     1     Calculer      2.c   \n6              AHAMADA   Dhoulkamal     3     Chercher        1   \n7              AHAMADA   Dhoulkamal     0     Calculer        2   \n8              AHAMADA   Dhoulkamal     0     Calculer      2.c   \n9              AHAMADI     Asbahati     3     Chercher        1   \n10             AHAMADI     Asbahati     3     Calculer        2   \n11             AHAMADI     Asbahati     0     Calculer      2.c   \n12     AHAMADI OUSSENI  Ansufiddine     1     Chercher        1   \n13     AHAMADI OUSSENI  Ansufiddine     2     Calculer        2   \n14     AHAMADI OUSSENI  Ansufiddine     .     Calculer      2.c   \n15              AHAMED      Fayadhi     3     Chercher        1   \n16              AHAMED      Fayadhi     2     Calculer        2   \n17              AHAMED      Fayadhi     0     Calculer      2.c   \n18          AHMED SAID      Hadaïta     2     Chercher        1   \n19          AHMED SAID      Hadaïta     2     Calculer        2   \n20          AHMED SAID      Hadaïta     2     Calculer      2.c   \n21                 ALI       Raydel     2     Chercher        1   \n22                 ALI       Raydel     0     Calculer        2   \n23                 ALI       Raydel     2     Calculer      2.c   \n24            ALI MADI       Anissa     3     Chercher        1   \n25            ALI MADI       Anissa     1     Calculer        2   \n26            ALI MADI       Anissa     0     Calculer      2.c   \n27       ATTOUMANE ALI       Fatima     1     Chercher        1   \n28       ATTOUMANE ALI       Fatima     2     Calculer        2   \n29       ATTOUMANE ALI       Fatima     0     Calculer      2.c   \n...                ...          ...   ...          ...      ...   \n3922           MOHAMED        Nadia     .     Chercher            \n3923           MOHAMED        Nadia     .     Chercher            \n3924           MOHAMED        Nadia     .    Raisonner            \n3925           MOHAMED        Nadia     .     Calculer            \n3926           MOHAMED        Nadia     .  Communiquer            \n3927      MOUHOUDHOIRE         Izak     0     Chercher            \n3928      MOUHOUDHOIRE         Izak     .     Chercher            \n3929      MOUHOUDHOIRE         Izak     .    Raisonner            \n3930      MOUHOUDHOIRE         Izak     .     Calculer            \n3931      MOUHOUDHOIRE         Izak     .  Communiquer            \n3932           MOUSSRI       Bakari     3     Chercher            \n3933           MOUSSRI       Bakari     1     Chercher            \n3934           MOUSSRI       Bakari     1    Raisonner            \n3935           MOUSSRI       Bakari     1     Calculer            \n3936           MOUSSRI       Bakari     1  Communiquer            \n3937           SAKOTRA    Claudiana     .     Chercher            \n3938           SAKOTRA    Claudiana     .     Chercher            \n3939           SAKOTRA    Claudiana     .    Raisonner            \n3940           SAKOTRA    Claudiana     .     Calculer            \n3941           SAKOTRA    Claudiana     1  Communiquer            \n3942              SAÏD     Fatoumia     3     Chercher            \n3943              SAÏD     Fatoumia     3     Chercher            \n3944              SAÏD     Fatoumia     3    Raisonner            \n3945              SAÏD     Fatoumia     2     Calculer            \n3946              SAÏD     Fatoumia     2  Communiquer            \n3947           TOUFAIL      Salahou     3     Chercher            \n3948           TOUFAIL      Salahou     3     Chercher            \n3949           TOUFAIL      Salahou     3    Raisonner            \n3950           TOUFAIL      Salahou     3     Calculer            \n3951           TOUFAIL      Salahou     3  Communiquer            \n\n                        exercise               eval  score  \\\n0     1 - Prendre la température  DS1 mise en jambe      2   \n1     1 - Prendre la température  DS1 mise en jambe      2   \n2     1 - Prendre la température  DS1 mise en jambe      0   \n3     1 - Prendre la température  DS1 mise en jambe      2   \n4     1 - Prendre la température  DS1 mise en jambe      2   \n5     1 - Prendre la température  DS1 mise en jambe      1   \n6     1 - Prendre la température  DS1 mise en jambe      3   \n7     1 - Prendre la température  DS1 mise en jambe      0   \n8     1 - Prendre la température  DS1 mise en jambe      0   \n9     1 - Prendre la température  DS1 mise en jambe      3   \n10    1 - Prendre la température  DS1 mise en jambe      3   \n11    1 - Prendre la température  DS1 mise en jambe      0   \n12    1 - Prendre la température  DS1 mise en jambe      1   \n13    1 - Prendre la température  DS1 mise en jambe      2   \n14    1 - Prendre la température  DS1 mise en jambe      0   \n15    1 - Prendre la température  DS1 mise en jambe      3   \n16    1 - Prendre la température  DS1 mise en jambe      2   \n17    1 - Prendre la température  DS1 mise en jambe      0   \n18    1 - Prendre la température  DS1 mise en jambe      2   \n19    1 - Prendre la température  DS1 mise en jambe      2   \n20    1 - Prendre la température  DS1 mise en jambe      2   \n21    1 - Prendre la température  DS1 mise en jambe      2   \n22    1 - Prendre la température  DS1 mise en jambe      0   \n23    1 - Prendre la température  DS1 mise en jambe      2   \n24    1 - Prendre la température  DS1 mise en jambe      3   \n25    1 - Prendre la température  DS1 mise en jambe      1   \n26    1 - Prendre la température  DS1 mise en jambe      0   \n27    1 - Prendre la température  DS1 mise en jambe      1   \n28    1 - Prendre la température  DS1 mise en jambe      2   \n29    1 - Prendre la température  DS1 mise en jambe      0   \n...                          ...                ...    ...   \n3922             2 - Maladroite!  DS1 mise en jambe      0   \n3923             2 - Maladroite!  DS1 mise en jambe      0   \n3924             2 - Maladroite!  DS1 mise en jambe      0   \n3925             2 - Maladroite!  DS1 mise en jambe      0   \n3926             2 - Maladroite!  DS1 mise en jambe      0   \n3927             2 - Maladroite!  DS1 mise en jambe      0   \n3928             2 - Maladroite!  DS1 mise en jambe      0   \n3929             2 - Maladroite!  DS1 mise en jambe      0   \n3930             2 - Maladroite!  DS1 mise en jambe      0   \n3931             2 - Maladroite!  DS1 mise en jambe      0   \n3932             2 - Maladroite!  DS1 mise en jambe      3   \n3933             2 - Maladroite!  DS1 mise en jambe      1   \n3934             2 - Maladroite!  DS1 mise en jambe      1   \n3935             2 - Maladroite!  DS1 mise en jambe      1   \n3936             2 - Maladroite!  DS1 mise en jambe      1   \n3937             2 - Maladroite!  DS1 mise en jambe      0   \n3938             2 - Maladroite!  DS1 mise en jambe      0   \n3939             2 - Maladroite!  DS1 mise en jambe      0   \n3940             2 - Maladroite!  DS1 mise en jambe      0   \n3941             2 - Maladroite!  DS1 mise en jambe      1   \n3942             2 - Maladroite!  DS1 mise en jambe      3   \n3943             2 - Maladroite!  DS1 mise en jambe      3   \n3944             2 - Maladroite!  DS1 mise en jambe      3   \n3945             2 - Maladroite!  DS1 mise en jambe      2   \n3946             2 - Maladroite!  DS1 mise en jambe      2   \n3947             2 - Maladroite!  DS1 mise en jambe      3   \n3948             2 - Maladroite!  DS1 mise en jambe      3   \n3949             2 - Maladroite!  DS1 mise en jambe      3   \n3950             2 - Maladroite!  DS1 mise en jambe      3   \n3951             2 - Maladroite!  DS1 mise en jambe      3   \n\n                         fullname abv_competence  \n0      ABDALLAH ALLAOUI Taiassima           Cher  \n1      ABDALLAH ALLAOUI Taiassima            Cal  \n2      ABDALLAH ALLAOUI Taiassima            Cal  \n3                     ADANI Ismou           Cher  \n4                     ADANI Ismou            Cal  \n5                     ADANI Ismou            Cal  \n6              AHAMADA Dhoulkamal           Cher  \n7              AHAMADA Dhoulkamal            Cal  \n8              AHAMADA Dhoulkamal            Cal  \n9                AHAMADI Asbahati           Cher  \n10               AHAMADI Asbahati            Cal  \n11               AHAMADI Asbahati            Cal  \n12    AHAMADI OUSSENI Ansufiddine           Cher  \n13    AHAMADI OUSSENI Ansufiddine            Cal  \n14    AHAMADI OUSSENI Ansufiddine            Cal  \n15                 AHAMED Fayadhi           Cher  \n16                 AHAMED Fayadhi            Cal  \n17                 AHAMED Fayadhi            Cal  \n18             AHMED SAID Hadaïta           Cher  \n19             AHMED SAID Hadaïta            Cal  \n20             AHMED SAID Hadaïta            Cal  \n21                     ALI Raydel           Cher  \n22                     ALI Raydel            Cal  \n23                     ALI Raydel            Cal  \n24                ALI MADI Anissa           Cher  \n25                ALI MADI Anissa            Cal  \n26                ALI MADI Anissa            Cal  \n27           ATTOUMANE ALI Fatima           Cher  \n28           ATTOUMANE ALI Fatima            Cal  \n29           ATTOUMANE ALI Fatima            Cal  \n...                           ...            ...  \n3922                MOHAMED Nadia           Cher  \n3923                MOHAMED Nadia           Cher  \n3924                MOHAMED Nadia            Rai  \n3925                MOHAMED Nadia            Cal  \n3926                MOHAMED Nadia            Com  \n3927            MOUHOUDHOIRE Izak           Cher  \n3928            MOUHOUDHOIRE Izak           Cher  \n3929            MOUHOUDHOIRE Izak            Rai  \n3930            MOUHOUDHOIRE Izak            Cal  \n3931            MOUHOUDHOIRE Izak            Com  \n3932               MOUSSRI Bakari           Cher  \n3933               MOUSSRI Bakari           Cher  \n3934               MOUSSRI Bakari            Rai  \n3935               MOUSSRI Bakari            Cal  \n3936               MOUSSRI Bakari            Com  \n3937            SAKOTRA Claudiana           Cher  \n3938            SAKOTRA Claudiana           Cher  \n3939            SAKOTRA Claudiana            Rai  \n3940            SAKOTRA Claudiana            Cal  \n3941            SAKOTRA Claudiana            Com  \n3942                SAÏD Fatoumia           Cher  \n3943                SAÏD Fatoumia           Cher  \n3944                SAÏD Fatoumia            Rai  \n3945                SAÏD Fatoumia            Cal  \n3946                SAÏD Fatoumia            Com  \n3947              TOUFAIL Salahou           Cher  \n3948              TOUFAIL Salahou           Cher  \n3949              TOUFAIL Salahou            Rai  \n3950              TOUFAIL Salahou            Cal  \n3951              TOUFAIL Salahou            Com  \n\n[2347 rows x 10 columns]] of <class 'pandas.core.frame.DataFrame'>",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-20-b319a0b09f0a>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mreport_comp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mhead\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mquestions_scores\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;32m~/Cours/Prof/Enseignements/2017-2018/.venv/lib/python3.6/site-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36mhead\u001b[0;34m(self, n)\u001b[0m\n\u001b[1;32m   2731\u001b[0m         \u001b[0mReturns\u001b[0m \u001b[0mfirst\u001b[0m \u001b[0mn\u001b[0m \u001b[0mrows\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2732\u001b[0m         \"\"\"\n\u001b[0;32m-> 2733\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0mn\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2734\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2735\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtail\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m5\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/Cours/Prof/Enseignements/2017-2018/.venv/lib/python3.6/site-packages/pandas/core/indexing.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m   1326\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1327\u001b[0m             \u001b[0mkey\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_apply_if_callable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1328\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_getitem_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1329\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1330\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_is_scalar_access\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/Cours/Prof/Enseignements/2017-2018/.venv/lib/python3.6/site-packages/pandas/core/indexing.py\u001b[0m in \u001b[0;36m_getitem_axis\u001b[0;34m(self, key, axis)\u001b[0m\n\u001b[1;32m   1722\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mslice\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1723\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_has_valid_type\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1724\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_slice_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1725\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1726\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/Cours/Prof/Enseignements/2017-2018/.venv/lib/python3.6/site-packages/pandas/core/indexing.py\u001b[0m in \u001b[0;36m_get_slice_axis\u001b[0;34m(self, slice_obj, axis)\u001b[0m\n\u001b[1;32m   1693\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mobj\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1694\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1695\u001b[0;31m         \u001b[0mslice_obj\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_convert_slice_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mslice_obj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1696\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mslice_obj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mslice\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1697\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_slice\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mslice_obj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkind\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'iloc'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/Cours/Prof/Enseignements/2017-2018/.venv/lib/python3.6/site-packages/pandas/core/indexing.py\u001b[0m in \u001b[0;36m_convert_slice_indexer\u001b[0;34m(self, key, axis)\u001b[0m\n\u001b[1;32m    239\u001b[0m         \u001b[0;31m# if we are accessing via lowered dim, use the last dim\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    240\u001b[0m         \u001b[0max\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mndim\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 241\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_convert_slice_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkind\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    242\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    243\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_has_valid_setitem_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindexer\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/Cours/Prof/Enseignements/2017-2018/.venv/lib/python3.6/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36m_convert_slice_indexer\u001b[0;34m(self, key, kind)\u001b[0m\n\u001b[1;32m   1360\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mkind\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'iloc'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1361\u001b[0m             return slice(self._validate_indexer('slice', key.start, kind),\n\u001b[0;32m-> 1362\u001b[0;31m                          \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_validate_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'slice'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstop\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkind\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1363\u001b[0m                          self._validate_indexer('slice', key.step, kind))\n\u001b[1;32m   1364\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/Cours/Prof/Enseignements/2017-2018/.venv/lib/python3.6/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36m_validate_indexer\u001b[0;34m(self, form, key, kind)\u001b[0m\n\u001b[1;32m   3386\u001b[0m             \u001b[0;32mpass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3387\u001b[0m         \u001b[0;32melif\u001b[0m \u001b[0mkind\u001b[0m \u001b[0;32min\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'iloc'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'getitem'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 3388\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_invalid_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mform\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   3389\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3390\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/Cours/Prof/Enseignements/2017-2018/.venv/lib/python3.6/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36m_invalid_indexer\u001b[0;34m(self, form, key)\u001b[0m\n\u001b[1;32m   1517\u001b[0m                         \"indexers [{key}] of {kind}\".format(\n\u001b[1;32m   1518\u001b[0m                             \u001b[0mform\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mform\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mklass\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1519\u001b[0;31m                             kind=type(key)))\n\u001b[0m\u001b[1;32m   1520\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1521\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mget_duplicates\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mTypeError\u001b[0m: cannot do slice indexing on <class 'pandas.core.indexes.base.Index'> with these indexers [                  name      surname value   competence question  \\\n0     ABDALLAH ALLAOUI    Taiassima     2     Chercher        1   \n1     ABDALLAH ALLAOUI    Taiassima     2     Calculer        2   \n2     ABDALLAH ALLAOUI    Taiassima     .     Calculer      2.c   \n3                ADANI        Ismou     2     Chercher        1   \n4                ADANI        Ismou     2     Calculer        2   \n5                ADANI        Ismou     1     Calculer      2.c   \n6              AHAMADA   Dhoulkamal     3     Chercher        1   \n7              AHAMADA   Dhoulkamal     0     Calculer        2   \n8              AHAMADA   Dhoulkamal     0     Calculer      2.c   \n9              AHAMADI     Asbahati     3     Chercher        1   \n10             AHAMADI     Asbahati     3     Calculer        2   \n11             AHAMADI     Asbahati     0     Calculer      2.c   \n12     AHAMADI OUSSENI  Ansufiddine     1     Chercher        1   \n13     AHAMADI OUSSENI  Ansufiddine     2     Calculer        2   \n14     AHAMADI OUSSENI  Ansufiddine     .     Calculer      2.c   \n15              AHAMED      Fayadhi     3     Chercher        1   \n16              AHAMED      Fayadhi     2     Calculer        2   \n17              AHAMED      Fayadhi     0     Calculer      2.c   \n18          AHMED SAID      Hadaïta     2     Chercher        1   \n19          AHMED SAID      Hadaïta     2     Calculer        2   \n20          AHMED SAID      Hadaïta     2     Calculer      2.c   \n21                 ALI       Raydel     2     Chercher        1   \n22                 ALI       Raydel     0     Calculer        2   \n23                 ALI       Raydel     2     Calculer      2.c   \n24            ALI MADI       Anissa     3     Chercher        1   \n25            ALI MADI       Anissa     1     Calculer        2   \n26            ALI MADI       Anissa     0     Calculer      2.c   \n27       ATTOUMANE ALI       Fatima     1     Chercher        1   \n28       ATTOUMANE ALI       Fatima     2     Calculer        2   \n29       ATTOUMANE ALI       Fatima     0     Calculer      2.c   \n...                ...          ...   ...          ...      ...   \n3922           MOHAMED        Nadia     .     Chercher            \n3923           MOHAMED        Nadia     .     Chercher            \n3924           MOHAMED        Nadia     .    Raisonner            \n3925           MOHAMED        Nadia     .     Calculer            \n3926           MOHAMED        Nadia     .  Communiquer            \n3927      MOUHOUDHOIRE         Izak     0     Chercher            \n3928      MOUHOUDHOIRE         Izak     .     Chercher            \n3929      MOUHOUDHOIRE         Izak     .    Raisonner            \n3930      MOUHOUDHOIRE         Izak     .     Calculer            \n3931      MOUHOUDHOIRE         Izak     .  Communiquer            \n3932           MOUSSRI       Bakari     3     Chercher            \n3933           MOUSSRI       Bakari     1     Chercher            \n3934           MOUSSRI       Bakari     1    Raisonner            \n3935           MOUSSRI       Bakari     1     Calculer            \n3936           MOUSSRI       Bakari     1  Communiquer            \n3937           SAKOTRA    Claudiana     .     Chercher            \n3938           SAKOTRA    Claudiana     .     Chercher            \n3939           SAKOTRA    Claudiana     .    Raisonner            \n3940           SAKOTRA    Claudiana     .     Calculer            \n3941           SAKOTRA    Claudiana     1  Communiquer            \n3942              SAÏD     Fatoumia     3     Chercher            \n3943              SAÏD     Fatoumia     3     Chercher            \n3944              SAÏD     Fatoumia     3    Raisonner            \n3945              SAÏD     Fatoumia     2     Calculer            \n3946              SAÏD     Fatoumia     2  Communiquer            \n3947           TOUFAIL      Salahou     3     Chercher            \n3948           TOUFAIL      Salahou     3     Chercher            \n3949           TOUFAIL      Salahou     3    Raisonner            \n3950           TOUFAIL      Salahou     3     Calculer            \n3951           TOUFAIL      Salahou     3  Communiquer            \n\n                        exercise               eval  score  \\\n0     1 - Prendre la température  DS1 mise en jambe      2   \n1     1 - Prendre la température  DS1 mise en jambe      2   \n2     1 - Prendre la température  DS1 mise en jambe      0   \n3     1 - Prendre la température  DS1 mise en jambe      2   \n4     1 - Prendre la température  DS1 mise en jambe      2   \n5     1 - Prendre la température  DS1 mise en jambe      1   \n6     1 - Prendre la température  DS1 mise en jambe      3   \n7     1 - Prendre la température  DS1 mise en jambe      0   \n8     1 - Prendre la température  DS1 mise en jambe      0   \n9     1 - Prendre la température  DS1 mise en jambe      3   \n10    1 - Prendre la température  DS1 mise en jambe      3   \n11    1 - Prendre la température  DS1 mise en jambe      0   \n12    1 - Prendre la température  DS1 mise en jambe      1   \n13    1 - Prendre la température  DS1 mise en jambe      2   \n14    1 - Prendre la température  DS1 mise en jambe      0   \n15    1 - Prendre la température  DS1 mise en jambe      3   \n16    1 - Prendre la température  DS1 mise en jambe      2   \n17    1 - Prendre la température  DS1 mise en jambe      0   \n18    1 - Prendre la température  DS1 mise en jambe      2   \n19    1 - Prendre la température  DS1 mise en jambe      2   \n20    1 - Prendre la température  DS1 mise en jambe      2   \n21    1 - Prendre la température  DS1 mise en jambe      2   \n22    1 - Prendre la température  DS1 mise en jambe      0   \n23    1 - Prendre la température  DS1 mise en jambe      2   \n24    1 - Prendre la température  DS1 mise en jambe      3   \n25    1 - Prendre la température  DS1 mise en jambe      1   \n26    1 - Prendre la température  DS1 mise en jambe      0   \n27    1 - Prendre la température  DS1 mise en jambe      1   \n28    1 - Prendre la température  DS1 mise en jambe      2   \n29    1 - Prendre la température  DS1 mise en jambe      0   \n...                          ...                ...    ...   \n3922             2 - Maladroite!  DS1 mise en jambe      0   \n3923             2 - Maladroite!  DS1 mise en jambe      0   \n3924             2 - Maladroite!  DS1 mise en jambe      0   \n3925             2 - Maladroite!  DS1 mise en jambe      0   \n3926             2 - Maladroite!  DS1 mise en jambe      0   \n3927             2 - Maladroite!  DS1 mise en jambe      0   \n3928             2 - Maladroite!  DS1 mise en jambe      0   \n3929             2 - Maladroite!  DS1 mise en jambe      0   \n3930             2 - Maladroite!  DS1 mise en jambe      0   \n3931             2 - Maladroite!  DS1 mise en jambe      0   \n3932             2 - Maladroite!  DS1 mise en jambe      3   \n3933             2 - Maladroite!  DS1 mise en jambe      1   \n3934             2 - Maladroite!  DS1 mise en jambe      1   \n3935             2 - Maladroite!  DS1 mise en jambe      1   \n3936             2 - Maladroite!  DS1 mise en jambe      1   \n3937             2 - Maladroite!  DS1 mise en jambe      0   \n3938             2 - Maladroite!  DS1 mise en jambe      0   \n3939             2 - Maladroite!  DS1 mise en jambe      0   \n3940             2 - Maladroite!  DS1 mise en jambe      0   \n3941             2 - Maladroite!  DS1 mise en jambe      1   \n3942             2 - Maladroite!  DS1 mise en jambe      3   \n3943             2 - Maladroite!  DS1 mise en jambe      3   \n3944             2 - Maladroite!  DS1 mise en jambe      3   \n3945             2 - Maladroite!  DS1 mise en jambe      2   \n3946             2 - Maladroite!  DS1 mise en jambe      2   \n3947             2 - Maladroite!  DS1 mise en jambe      3   \n3948             2 - Maladroite!  DS1 mise en jambe      3   \n3949             2 - Maladroite!  DS1 mise en jambe      3   \n3950             2 - Maladroite!  DS1 mise en jambe      3   \n3951             2 - Maladroite!  DS1 mise en jambe      3   \n\n                         fullname abv_competence  \n0      ABDALLAH ALLAOUI Taiassima           Cher  \n1      ABDALLAH ALLAOUI Taiassima            Cal  \n2      ABDALLAH ALLAOUI Taiassima            Cal  \n3                     ADANI Ismou           Cher  \n4                     ADANI Ismou            Cal  \n5                     ADANI Ismou            Cal  \n6              AHAMADA Dhoulkamal           Cher  \n7              AHAMADA Dhoulkamal            Cal  \n8              AHAMADA Dhoulkamal            Cal  \n9                AHAMADI Asbahati           Cher  \n10               AHAMADI Asbahati            Cal  \n11               AHAMADI Asbahati            Cal  \n12    AHAMADI OUSSENI Ansufiddine           Cher  \n13    AHAMADI OUSSENI Ansufiddine            Cal  \n14    AHAMADI OUSSENI Ansufiddine            Cal  \n15                 AHAMED Fayadhi           Cher  \n16                 AHAMED Fayadhi            Cal  \n17                 AHAMED Fayadhi            Cal  \n18             AHMED SAID Hadaïta           Cher  \n19             AHMED SAID Hadaïta            Cal  \n20             AHMED SAID Hadaïta            Cal  \n21                     ALI Raydel           Cher  \n22                     ALI Raydel            Cal  \n23                     ALI Raydel            Cal  \n24                ALI MADI Anissa           Cher  \n25                ALI MADI Anissa            Cal  \n26                ALI MADI Anissa            Cal  \n27           ATTOUMANE ALI Fatima           Cher  \n28           ATTOUMANE ALI Fatima            Cal  \n29           ATTOUMANE ALI Fatima            Cal  \n...                           ...            ...  \n3922                MOHAMED Nadia           Cher  \n3923                MOHAMED Nadia           Cher  \n3924                MOHAMED Nadia            Rai  \n3925                MOHAMED Nadia            Cal  \n3926                MOHAMED Nadia            Com  \n3927            MOUHOUDHOIRE Izak           Cher  \n3928            MOUHOUDHOIRE Izak           Cher  \n3929            MOUHOUDHOIRE Izak            Rai  \n3930            MOUHOUDHOIRE Izak            Cal  \n3931            MOUHOUDHOIRE Izak            Com  \n3932               MOUSSRI Bakari           Cher  \n3933               MOUSSRI Bakari           Cher  \n3934               MOUSSRI Bakari            Rai  \n3935               MOUSSRI Bakari            Cal  \n3936               MOUSSRI Bakari            Com  \n3937            SAKOTRA Claudiana           Cher  \n3938            SAKOTRA Claudiana           Cher  \n3939            SAKOTRA Claudiana            Rai  \n3940            SAKOTRA Claudiana            Cal  \n3941            SAKOTRA Claudiana            Com  \n3942                SAÏD Fatoumia           Cher  \n3943                SAÏD Fatoumia           Cher  \n3944                SAÏD Fatoumia            Rai  \n3945                SAÏD Fatoumia            Cal  \n3946                SAÏD Fatoumia            Com  \n3947              TOUFAIL Salahou           Cher  \n3948              TOUFAIL Salahou           Cher  \n3949              TOUFAIL Salahou            Rai  \n3950              TOUFAIL Salahou            Cal  \n3951              TOUFAIL Salahou            Com  \n\n[2347 rows x 10 columns]] of <class 'pandas.core.frame.DataFrame'>"
+     ]
     }
    ],
    "source": [
-    "report_comp"
+    "report_comp.head(questions_scores)"
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 32,
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAs0AAAJeCAYAAABPvThsAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTprNzMzMzKr4f8Lfv9sZKHahAAAAAElFTkSuQmCC\n",
-      "text/plain": [
-       "<matplotlib.figure.Figure at 0x7f528777cc88>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
    "source": [
-    "plt.figure(figsize=(10, 10))\n",
-    "ax = sns.heatmap(report_comp, cmap='YlOrRd', linewidths=.5)\n",
-    "ax.tick_params(labelbottom='on',labeltop='on')"
+    "Heapmap des competences et des élèves"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "collapsed": true
-   },
+   "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "plt.figure(figsize=(10, 10))\n",
+    "ax = sns.heatmap(report_comp, cmap='YlOrRd', linewidths=.5)\n",
+    "ax.tick_params(labelbottom='on',labeltop='on')"
+   ]
   }
  ],
  "metadata": {
diff --git a/Notes/302/302_DS1.pdf b/Notes/302/302_DS1.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..3cc8cca3c0c8f65a59d25ddddfa7cecccbda4a1c
GIT binary patch
literal 82333
zcmce-Q;;alx^~;PZQHhOyL+~6+qP}nwvE}gZQK91R_wFm{Ab^+o3rb^sEmrrtgDRi
z<fu$i1rae?Mmkm~(z&IPH7G_#0tNy*LrW+g9w>Sl6I(N9a{@+o4o-r9Ur_X77S_%t
zjs)~#)&|ZdA|^(5#wJjFd{9o#jwS{+Q0^Po+0x2e90>lmkJQa=89}HmI~&qe!8BPY
z725z_P@L%lkWH-c`svobKdnb?W4ZkTs;SlaQ0s|X7q*&tUElr*^uY;5h?l7-#YTY)
zmBm0bH0V<C+Sb>0oSay=*)h6br5yW-SXTboK4gi?)e1t2R<xX5B=}=tWek$-0r!Tj
ze;;bBGt&IZqN1!H&aeIm!<sZVb3~#MIIDv3eq<>mu$vWSAy$U=DOC0cNKuYEGd?T}
zNl+;gi*^WGV7~Kw%wZ%u5Ti;R0gOtYOlsxAZ|pAB<N0%inAq?xE^#Jl(__rq@Sf_l
z$&3WC0tN-9Jb@pUD#eocXG-PZe_!m`19^X4yuB^oQiwIya{_Yz9M-jYjI4uTV3##H
z_vF$l@e9$luSB+(<Yq&IVqf`$iN`kSNOiua+8OVX=|neeLZ;t4v*nyQwA#)pD7Jdr
za++u%R*<49d6xNo4Udzy_6VmznoaN*oCeyL4Dt~>IYv6oB@VQZAkE^|4%1;q+e_CR
zhJ<?)X^{a_R1P5U08_j`yY{WO(y(Jb5KTn!Hv|ncKQYliPI_dfbxfhH?u4|R4@cj!
ziL&1orb-9*S1cRCd$n#y5~X_<YiAV7@vqdhF9_z#y7LuO@2w1ajUm^Lt~Wo3mv?WW
z*mh0YqE~@>#%#lWOi@D^!i!EZHzo#4<D*m7iV3zT=`O$y=!%m#<ANGMm4sNb$lZ<R
z-U6biSJw?5-y-@O#nPaz1YF;EibL2|Hm=uf<t8dF*vNMRC7vYwgjbp^7qwX}V3<@5
zrAGfHP^U$PA3p=eBpjM^5|~8725BKc=;2ijbks4fRBY`^{ZzhHrA{bSRlQ?c3QPSw
zE?6`q>SsR=TQTXf>fnElY$;hTY7w`Kc3if4GRqFiy(s2(ZK}oLIgd?!dLusnpgHGa
zJy&Eq$4YjlmGkUQbmmQS{*(38{#&^Vy2C6%67~74uhFN<PF}QVFGoAH>sYW7wPUp5
zZUVF1p8INGJQy-mRSO|>WlK1e45I{+)~<ASV1pl+CnYkGQw*59V}&e6wijMs9z9Js
z=_HqHYpR#^)eVPUwVbx;+(40_mAvT8w>`Z&go7$pWcQA2ufow?c?s^QA|5ODPw@p8
z!3c{TUJjjWuqB_WE-UKOj2q9L0NSJSL+fC(Tm)3Lq@V4r7qEC%=u_vMjPu-AsI-1%
zZr3tGL#SpQBm1ji1q1r&7}Elr?zTMfjam4<BmEBAJKo<lv?W5*1G&yl+)V>DrJEJ(
zC@BUtHAzDZi44Pz*M}<sx(^ICzdK+;X$>(%jY=zWNV}T(cBj1e$e*5@_!6mfFxs>I
zl#KoMm)}1=>*siRhcOj<W#6{5sx*#$z%_B5BIv-$3n{<dxUWnGMLp2<q?=hJY@4`U
zi|L52syAiH$|sJ|QiXW(>FnCt59Sm`uGd3lICTXjQNckLM2v6#`XNeo!@&OuHL7mq
zZmMdnTB(Vw8M;Bvvj>Zl{^_^0tf4+YUV|<a40jcE9(;|Elfoi}#d+T0AG!;+8f+Pz
zG7(%8_G5PF)Y7S|tT*2I`%8E7^LO14T|T7*Kz=~k7Nuo+#F(DUi*emccVb5#d=V_l
z)8K-kj}%9l@Ej_&S3a%ja;E#_tP@HyEp7e8wFkIB7xRY%LUa*TBv|a<^`jrWLUSQp
zE^vntQK`YwV{G0^^X@@MGSx<By52anG=ObHsyM(|Ih=&B+($NGl!%}7m3}lv@;fHn
zGOCEL!kTG0?`Tv3yzYK}!IZNzqc(**%mPFHP8kllqCjp4gJm>_5j2YN)Z4x#_9uv#
zw|vpO*a3tjG;ZXx7QD$ri%&&1ieX`Q>*;F>zmnEVmx?r^w7*-NF#|oM-081u6*^PX
z(wsnh093Xj_2AG{7UHOPZv%x;ilfTgsZ4KSM@$U;4xK+v?c7D^cF0;WVcVGXSj7{o
zXj%T%W!1s^fhs1?FIO?QyX@e7td<E;5%E9u`xt#ArX|@CoixgI6A*&5gejX{5P9hp
zRCCsgzxqb7YS}QPVP)x=_;;o1_~BDx5vdM@<5Wf&br&UCBud09R)kv3L5cp*ARkkb
zv)v2$U)|=03FiLkCSYax!L`-gEgpW-*S<gek%5+A_OF^{6q-{1cb{BJow5GgnWn-|
zU!J5Oo~jYJ$Lfl6t6#?x%Z4?YZ|Jn$kxW$;r#mdp0^${-e<~Mt#a<BVYrqKik^WFw
z+b4f_)!uQblRP|mQ4XwM;OC6U8x0=IOL}^<+_C%fkN07$;oq2IF!2cTpgZFj`QL!U
zz=IjP-EXI(gH1Og5{2{MG=a;_ee{vdx5}v+Kfs8tc6=xkTjT%Y;6JT@F_h*1#Znay
zdlLeB4S7RL6C-CRdSw?w=YKzuv@tL<fudKpF#d<M?5t4q5+)XA=Fb0a3RyTiDVR74
z+u7LL*_zlo6L3J$3)@-SIV#&582vMvh>5F(k%_pYfyX}s${ILX5iqj-^GT)uCN~ok
zGs}NU?hy?Od*oA0U$>HFAB{B9sYGiU{6rJ&FcWQp%|@DCaK0mGeE$i-20)|91bgMb
z8HQ=YHk1fyOU)#~1uQ67Ksi9dTBeDmAPZ<hS;fI}+&QLPl4g@Kem>u>CI+}&#{RCA
z{9U_EpS&M0-?^_IyMO$DZ*Pad7jY|7iT(U;Ej*Ssr2(ERxPKvYXY4O2(^q6macZfV
zsN5Zm1kdule=o>QD=)ni5(tkOPm70@9yf2Ko{VKWU=Lj($q*$&ln5aST52j~{fJ6y
zBLR`|-7T&1+1gf;YK{T<edYsO$@RIonGB8tINSiB?#BV9?w}+uf9CV}_)r542_<yO
zk)LsEryE^>9Hj*mVB+v=u=h!|5Zw1dp6B@gB+;sSl=f2sT<gD09@0<A3XTp(!U9n1
zRsBxWA{>2v<b%Gw$MscTFM=VcO-4`aPjyB;LNw?p(E$y$wK~aqJbD)SokmE9A>W^v
za+>FQ{Tz;)TWCr^g<elB5!hLr=yUm?wY<6RvtmzarQURg@<r%U^b4;3?u$1SO?m0D
z`4=N$3Z6APD10NKm6LR`G}V+hdYFR=*w$U|ehsMl4{{-%?U_FHa#KJDk6<8zFmaZL
zrdpl@4-^eMmi#rQeOh_-MRu(L_bNeXw&(WTr5y(}fE1&siwLUhRKsE>lIT?^m2vsA
z18m~UcousTqnq*3foIGr0dJTW7Bsn!Od7=Ghw1D_EjZtBhmL40@0Er$UG}NOu<}=s
z)a5Qou$K~+3@_aRQPdY%IbM9yszekeo$lJm%rX>*2@^Ff4KSPsXpVQ4J96y#uwH<w
zVaSqKL5@x}2b^tH!S%WS_{Qw1zv++86^9FZebH7tnh5^MBcV(EAr<%X5hO2kC7!mh
zI1LGSf|d4;DF}9u$t4Oh9bzh)nI{dNgn?kpYr~-JG(j3hSj_=R`nKmtOr{K!2&nli
zH;zh7Orvr9xPROk>Mh6Zz$Ue%6N>wl$GH-a$W4+S{=Sx~q(C-I;)=wJosP#y*=W~b
zQ7{UdyV7wN1JmfczZiK6jFM<*cmhmaNGuJj&7}Yo>w1m(Am{kV6X2TrMEN-S_PvD)
z@KDJkQ+0->33WbY+Zj8(lcEnCCP>uU<t2VDekVh6$PA`IRs)rUhtVA>T;(k>Fm$D-
ztH;(Gw;P?W3YrvQI)&r%C+i^=8q2fSL`Q=sGO@t3z$~U~Wh)vdw51?>A_H=th(CO{
z5S<l0yp%@E-6zSN(k;{I8cS3cU4znb3KX(4K?($A))8xKqlScCYrk-Vc3wYT8K{u9
zg1V|{)pO(4M^kHkB;SQwwJcrm@7ol5JgymIX9z>6>_`KCExFTn^cD>jYx3y6`u^rM
z8BJPqdl_}Wg-XlBHV34jGkL;=21TRzNd;_!{S;CAn(h@IUk;X;GVbA1?4!v?x7ySB
zn4b&_NpeKVNLzF?O|;<Wif6QxlrD2&th5A*tS#yvwkSC7Yh4}abY)V+i)?DLwh*_G
ze%($E3QtQT+R!w77qebyF5HZtHfwEZqmdqyqA}i<<qTW#y0LsPuIFaE52L9VlDm)U
zlF}zz=A_`ItGtEkzz$!k<?s)v79a)JHZlLUc>%Ur$yH3)b`VCDkBQK6A`iGbCQszD
zF1=s_XYZHLPuiXeZvqlc;FzZ?US`&MlJ=HZy5i1FR7MYB(;#N0@noAiktUsTx4Pgv
zFL2_bfa8i_o~j!RpP%j7?Q%-_DqD9!@zs8Ww}oXU#*rd?^|K%eaFG+?V;w$7=l7_B
z`?uV23VnFORkaPwTfre7P+NKE{zx<A6G8!cHWieOX|S5XwK!<|;aUY9+dI`21}c6A
zU(nh=0t)vRwq)x)s#KnUB4i9=GM0|n0U^-`I}mPwNuL77!oot=1Sy!$Zr}DGrn<bJ
zV$Sg1h}5gq=20RMC=y4M6(=}l?9R!Wl(8<T#3R8(BvV)RsG~%^nuHNm2hMWw$#Zwp
zo?t{Y<&p!5e~Zt>wyY+Gxl_jvx$U_T{j4_1j-!`EeaDH`bwpSf@VRkVXCs+#BS9V5
zA0GNg8PegNE7#K9JM5`ky`8<KhoP6GI}fP4i$Ca!NChd6?$^qdJhkLV1?YT>mq?ee
zwo}!}gg)j4TPFdH;j-n-1JPWIr%P>h7)PKeirLd1{Bvf-NN>xxvX&6FGvYDk0@qZ~
zJO`%BP26F%(}KB?o|K4QVD-Z1gBsiT**Yif`Fpf<5m6MYeN2PQgpt~B*&bitP^s9s
zr~8}RE?#ggs-qgScT%I-G*1?j!nfA)_3NfeF57u`Tu(9=6+Qr@d9^zt*15l(pLIT_
zE?gIs<Sl%rrnQb1Tw@#1P0(@SEbNc78_IH_CDKz;BiG3wrbYnSzT9|)S-_7&tIbyu
z*~Z5f;=$*6R(@Av;F{<!nCp|8H3c1<o9Z$5a<j&T05LZ~Ca0G3aH|Z1YqmA${V*!Q
zys7R5*#_7In~E<vxKSO>q(A0Ke)2?|#I=w|XR}>PGHXPEdc!_(-5Oe;#M9InsJ&^J
z*g060pskD|Us<=@6CYdrmeshpW$OJY6+uWJyWyvT2z?Q?KlYVezZL1%ojobMz+!lM
zRkF_Es{3B5N=Rex8gU#P>yKuBY_>$&IzJq&%Z1MVj>BDpJ&_8Xo)79h1ih<aCY;fk
zUnoX>U>}Y_;ge|~Uu`|GeV_xs-b{X5F{tC6jxB5y?u#pa*H=dD&?F3GUsj*3^F5x@
zn_7LBTF_Uzl%EXBYuw_yKY>ROo8t{6>xzHp34QAP=5{sy%78X=v%)W9*Q@YnTAE2_
zr6yxU<%NVYCqb_Ide=dsc|0RV)#GTrqT<VK?25CR{z?}LI>#PgaH52s`j8<8=#d`l
zy-yqucRixsxMbr4*%cD5{jo?z#o4%@Q1%=01~8($Z5=#Y^E(crhz@?a`P}t$|Av2-
zJ$V10vFqO<=>KsT|9|JM|8^wI?Eh)f+D`XSK^Dgu3kxRE*+&?lDAO25V&I9V8VL-1
zRuw@kkQap3poVhiX<6|+(Cm)avaS%V;FFFj`Pide0k$ym!C6VtLIFt#gMc7nCn1z^
zGm~7CH65b<kni%VZ+iSZ9=e*oef^%H0r)M7vNAR<{srS0_2vF6RkGmJRhrd}C&7QF
z#9dq)TlMHsCy13G6KMQ=?6N)FL%nRdR-BLllFvgqE_#GhUlna`7KcSPamNvyGZ70c
z|MD4*n9GKTXW4<%I_ek^`WPxaZxo;_1AV2<OOxn>d9@j>#pB><cWeo$QRbg=7#gGn
zY7nq4pdDYXa<#(#gF5IkL;y)A<T1S0Z8De(fv^ExhxzT5e5kBp!2HH>OiIJh>I-l=
zdifR;(h?ta{$dfv*__UjI%o<x9{R`ks(73mKFXJ`oos1rB2fM|ugrgUE>B*_13@Cd
z2fs0F--n7G<+`Pf9&Zx~b&rfmB$NR2EA}QG(4?s!u^hrcw1ZvvV|n-cV7|rtA*5$>
zk8~g(|Ch%a#mP~>jGo%klzypGR{~-v-BCjrx)5?!KexXYNsYU{(6Cvu-VBQp%1r+^
zQm~J=-i9swJgCE4O@#<-`9M+&ZF2t)cZ#-#_Nf#BRe%rU6?A&6pz3B4niFO4xync8
zi2ANpxtTr6;6cI_qYq{f6{BctyleRvR7ot!KCraDrvxDPpiB7X9~i1MCC3{!QWf31
zBC@d89S_p0-5C?{o@baKDOJ(8A3VbY$5n9ItQNMmkoZNEg4pW&>;C+es_JeN)uX0r
z?a)$&fI4c6q0eT?Nzi6{smgfeb%l(p!Ff&R6$7wk&XfZG$JX5OziW7w(Ai4LE-6DO
zFc%%EvGx!HP!bh^vbkJPxAYiGdhJ-OH6bjx#^R7s4CPf|9I9P%nU-rIv!zHuTqR*n
zF{+8JGu0GvX&6g#)m0FXo4knFR1%}b6c<(|_LMtr$WX}|Y)j-a3q2!$je?T8HIRxj
zof9&f@?RJvO6-885kIkTMH28MTh0S+F%^4pM3U8vM`VrHG2B@bbv?8~6c}80@YH`;
zxhh?=Ni#P}19R5gjtc#B3Jb=?s2?m*Xbq?OFgFG>=4D$lgBpf1cM94O**$|ni<~es
zM&N6*FVD+c^iKt>sN=nT*7T^AVp?e#TC|kf^X4<6(SmMQMTvVdjqkXZJ<Y{OT{k;A
zN;5mo+V69bRyr0wk;e710r#b_D#t|@L|R+}L?ygDABi)RZUk+=Hyp{zxvkCadh`-H
zMzfYggmD4xRf<MO&LXLdqmZr7OTNgg#~~DYIK;CxUbg<ck#{KZ5fHt;EUHOu8Vl}4
zOT`JBySxmX{tc=w7e;F7{LC&VuJmA$5Ka<3>X@@tviDXxc^(TP`XoPVi^=V7iXQiQ
z2oaITjku7Op%ml_7ioIZpR%UcMu`Wq@<I@Uy(NKILizeA;?w%T6wSCv?_g7)^{{er
zkh=&C>6PP&kMz{~&fsKFsF$~(N?|9ZvQY*Bot~U?*&GO@iZJWgnZY;?AZL{#@DuP~
z_5a4oP4iHmw{iguqIV$C$j59bSlTcS;KY(@L9`Zp^%i!(MQah3E`(O}3mM<19BLR!
z3p14LmB`_pu2QQ`Nv!&m6m}yZPuusHl8GiM9-rQ4L~{Xg5~C1Ly-x03;Nd6x4P(Nq
z9!bn3GfEE3yydxhlFKaP0m&8%Aj5LOkDBbaG3d^u$Y`P}^5AR5j1lXCq)|PPxCZ3-
zKKKrPU_min&}kB2=qOZ;EoH9{;v(<2+|R~aNQXHvuchuccxZ(Wem;=kecJ$-{voJY
zg-w`)xvJd`AvLb-z|<LpyMWrXr3lce0#o0YZL#XrXPS@&X6AMv5k<MoNXRx2GLM}n
zdRIQUopNhmUlT-))vt-6z*`VVwruDGdVUPwjLUY@+n4yJUZ0|g4C6kjjiIt>YN!x{
z_Ql~YUtqkVK!LB>30(l(#R^L(iRZwPtsX0Ez1RpSbk`_B!!lukpuAZJ<Qqz)%5g4`
z@gpt+3#N*<(-V#aNdN3=DBcC!20zpw!o!QG4xh87l#Fp^EI8UFgKmoQJE_GsktWF}
z0*sE+K9IygfLT6$>8Gi&(a+pLIDPIhPWBZsPMssB@&3wZ_j_oQLA1$bTAJStf(fpz
zq8w{{{a|(j!?_Qj@+^dZFOmEOw~Wd?3q>R<n|b|Iy?FSU(<1@O9eRn1s?n@23?{1V
z)n&lIDmlfyF1ySMA35+g+$GEU73)RIoSsRvWdX1|Sz!N)^P&C*-yUAc|DWLfmwfo&
z;_iR>4)*_#?_gy8Pbqw@p>2=6iuvQ#QkCNB(nnxnqTNU$-AJOXPNO;AN;8Fl8DL{D
z0p`@uF-*7@kRF<DZzEye9?W(WI5A?(WFoX7S3sKNS}Nm&c}9{%mSItvl#v)#>T}*K
z%bg>+(VJ7-Os$Clp2Z=ba~0Hl`gQ7k+L!mM=WmzyyJ@!9)1=oQ5zaXM#$M-VNEXzK
zHd(dl*GNnT3{*`YI?Y&WVSGjtc$XA*g9>huI}vX#zOeaI(z;89s@N`4vV?t=({~<P
zHv30Jj}Gn3qgnDx&~L7=U_>sR#RwIMt_l9!7N-a9y^3E0W)A*$8+<cW8<pf$uDMc3
zg%y$AZXDmzW&>b9DhayaPXHpu{pIkN#8H6awvBW54_afy^2?H6;H=CR>iNF%nhzkY
zB4!i5U{rH>1qvi{WcLv5fynby5!}<0I*{zTW8N^V$TH00;*(BPz>3F1H3RXbOIBok
z`c_6z1M00esEY9C30UWo7z4`Rrj`L%cu{;1^-ywu$NIms_@Pz6;97H+k3_O&P-22`
zK6FP*XafvvKA037NiL5ULo~mj+Uuo;PH3?=+3**v^=Yhyzq(MZE2$VonqiBk`tD?c
z?D5l7oFcyA7KguF_P%s~!)|xBTDlBrMJaq*+(a-A3YoCmeOdDhSFEyuSa8Mc{t9+R
z1DGT>PNv6ymJw>00A>?VlrY0X(PawsnP?DCSFIMGSax^x!Q)lG5Sp5>kkZ0a1hudt
zQ02pD4cMQ8>^lbaSByg^Y3rN1?qa{<x7N#R9Yhuay@>{IChCJUGC5;NIQ4@Q?;IpI
z7cuJcfxZqTY}4NDTYm|q7Z=`nM3=PCvBDoW4TFFykPJLPWL-yUER%LITz5)nx@uCT
z*50ZKlm5zFF$2(G`!ihRf=NfvS`Z<mC5I<+2xO9Ch|xfhTEtbK%mQ0Xo$e8?J>UBR
zp8L32IiyV{Wr00anNNf~A+M1Am@hV+6hE{IJON6Ti})vG&Rw2AWA)pR<GTlx`GCcc
z9wI^INHs+dNId{n?&C5Zbnd!$C7@{fS8wV=9T~irV%b);gYuoAdcmx9_?B+AJJu9F
zm1^C_L1lo^E5mA{C<CS!QJ7H4R(fu}q)>1R@`FpRPZWarmhE@v^Tu;%l2YCsOTXr%
zYb}~4-IGketQM{o^=$#6>%s<G97wDawg+N;=cJ*ifGZ4Cov0r)Z<VJ>Q&FZ$vgLr)
z1BrC0s0uKRan03IeKx`QPzhL&DF7!mMV&(HcLUY}c0aAXNlI7+FA=IOy?*gUaj~NI
zWCK<a<k#{!GCVelv*4$CIy3jT2KGSf%gz;>E{lnqvq}xJ-CA={ImY-lPBW<T_gaoM
zzULQT6Z*^4$*hJJ`oraL2KL{E$;Nb622C8VtyMGcrS_!udlMnaW@qr?L7k1}ZbQfb
zFo&pxg|^!ySPX6!<%q&%l2aMb6IC?!*o)6IjEoOrz-kvQu41X8u)XrY2SyhRmffqC
zBO4oH_ZWz3z8F%hPq7U!SntTphzRt|S0TBp#`>2HN48!ElGv9_6RN2URz_O~Y$ibJ
z$qb?e#Y3+M7LOOw6$Rtk*mlz7M}1;WQ&xTjB}?6L*OzakFwj&l+yr>WdUXo-Q5Tnu
z9FH6@kiS$&mqyAx!|9ope8}}Oc;v*BGjMln>gYLvW>(TxOrHY$zz8jju?&FsuluSo
z=f$VzyOE*(p*?MPi)>Y?8?v0|^v}~G_CC7&?04uUMn)YbCsm5fwu0EYXA9>12@iMj
zNzoNZg^+RdE9(ATupx=W#H7rl8EGld;JB(u+5L;norp_WikKkZ)fy?{IUn7fyzV1<
zQ*$dEUlA;Q$ywC4axFsHI{7GiGLzF6BSpzb+Dd3#u@=T8|AI@=t0VvF7!d%oc3V|U
z%M=(`RP(ZCDZy))HA50x(~vfM#3N@V?eq#gBy75aL}c@})M@KG!JnT2B01evsFZg8
z@>0X72vP#|N3KQ@s?GY(>MhvZjyKzizD@1osKl>Ee|bDrDl6R3TYdfgy3OaMzhpWU
zD=<11y5(CGd2oLWFc~Y0*$?Ig2+R87>-JCy>uRwF2Xp%LUx8n<G%Bw8_RnQ!vzRKF
zkac~jaj*wx3c<w{)VL}w1NE>rG3v)`J_?$yh|&jKpSVJ4)zEhgLF}$U{3?iX(kF&G
z2#4t$XK_VpkJ_1<k`7Lj$#uUriY#A96ES3MYRfY2QVrcr8J;I-iGH!ZjFYHhw6~|4
zF0m^o`oc>HpkrsqOix`6E`K@{{kb|+3Kam}`)|;~UvYk~qI#oAMMduj@`T#sQI6>M
zrDF@pp_Y4b^vYHG-cYDHPJ^tPMaG5|O@P^-aqEd`5&jL9ZvFE<D<Vb+_~$(9ii9Xh
zL`u`8mIOreUxI<ZqkUAdu6BCuQEPsMa(Nt3J(1@-#{r&w{5_x@Hg;{x3r&hcFM|`r
zQRWgNjTEAoKD>*2&0fv5VCY{J2(9)d5Vff(AjR9<*M8pKj6E~tn{XLXpj{K|S9;oc
zu<TtLs*)@wgqs4%P-_NPqX$^E^>Olf9D)-NVnPQdW4}Pw92A8NF7^#Qo7!8bC0$Nh
z+-p68GbU^ty=M2Y$M<?daS7?n6;i+;BGLGN`CRB{&RevvT>C<+Co_U;vG=Ku4<NWa
z4tB7%9~nS`dbxUpCK-^lESf*sr5Fncb^3OkK61Nm@qY{CBTH9WUtfj~gBBIqzU;2C
zs(<#k`d2NE<M4jpRs2}i@uXm6i{|B^VLOEwx`*pv*gr#Ml%lC&8G}<HLh{`SqqfeL
zrj`19u72e1J$2YRU3ZldbS<t9Jc%r_%+K+Scc`~nTC2u(G?|vxTx+}I-98_rPpL+p
z0n(v+0#o5w*=)&Ns)WXR1LD*nzydD;j(Y*i-3p>)3&wiC2{fL+;Hi|mDgS52V*FR)
z`QHjz|1CE-IsWrl<)M<SiqgkC-9HULI8GJ?S49*#X<8f#i7Hg?Pn3%ge;8?!PH@4<
z-b^vX)8Qrr!xB3-NviB1s0c_agNPvbA`5O3FY0=7>2vALOaPaC&VS3lyLofl<F?z=
z=e7%er?wLrSxDQOrEfyZhTsqiJHYC}?#PF}MYpoVzO<xr{6~KMq=FL$M|SLZ3_7#n
zPreUilJpcKHb4yFehd`%WAfZL5X~fG>sAAJP)}90Drn<&;;yuXElAKOl!8Vg7|!VA
zYv-dX0Mn)pnfg}{{3XPi7*_Wv+Mo%>3(>XDO_p^tL0S*kISoS1ciGvCTAX%s$5ww^
z76AVd14ZKdfU8h}yp(SP4WoZ<1DwAf^|}IOs0oVYI@b0ov8GO`n560KhMG)rV^51h
znEnPmuJNoQEQd&4$7}VJRe|e5kR>hPXby2CJ^hW&?>8#tvLYWS4gM6Y0&WE(L!tqm
zQPHw3P`zh3rE~<o0MAFMUOv`_8axWHcPsoeD>)Q_9Aa75MLn^A0CFgAbK^{zEMq_3
zpEUm)*;K<Ua`)!Bl-%qbtF+H``v7bmQTN(2w@xcz{^EpH+i-&Bln_+Nm6qmnwX>w6
zE95N2mI>4ow}qkBz<w1(OW+qO2=||{#aaAf9Tp&Kit@}j0FhExI%xQKwD{;CbFA|c
za+ywsh#2EQnxA3h`2aF}q!hNb799PTl*G=o=CL-ffg?}L(|at0D3d5n1-`eyDkJL_
ze_{>E@-Hh8>52VQk-bNieSjArnu-DF5=9_;nt}Qx8nbOFm;}`_eAymNYGUGyS87fN
z2#gbo+>#?<{|LPsNsUmBF__mVzSMg^wU_))G=^hLOe(eddi9Fe2z=COoH&@mg1;F7
zQc76VIpA2}6GU9=_!A3{K4p`}D!+*I%DlYLdBR9i`xtr-LD4ES2Lc4gs$-mA{1Zw6
ze5+KEvEi+STV5r&(PD=xSe8n((B+&Xko`r$l_d`EehDRAXcSVT+5KS2B0%CCLC|@8
z1w%zgci@@*IYS`VHn_uC!OlDqunU0SOMnG8*hq3N+xYYLR}<PE8D+h2^}}U5--(#Y
z>}Y6=rnfx2Xky1OAj@1q5a5!s1n?bYtpVYCF!z~4D;VpR4AY6~i?D?4Rs_{1?Ul;J
zD~Sg-0@-!;(Z4_Bkw!OI0d76rAD9@&6YGUVadbER%j9ea<c{<<uP1NCR;b^l$u`IS
zb=h5X=JU0S84VVHue_YSfLbaAOGt70FR~Kx8r95UHX{a$5K!m_bwDY=C-xN5S+oEc
zUH~;ctff2+evF-8|JkQRjgWRvoT{ZKFR#a6U5k9PCn1|&1if1@TLpkHiptuTIDdr^
zE)2Pl(eyV`kHbxH2LReiLaH?RC5Y_iJ1rPt3T}o<dr%y?+|r^QukxG^W654uUtRWU
zOu=9>Zyey2(5PY!SitOS8Xz*;c%c)$=Q}@<1@Vwb6Y3Cqt@}_;EFZBUc12)sx@Ti<
zM{2F|QmMEpW-;&xJyL?xu%5J#8EZQ7c%}#Y+<YfcUEWGi0@-PQI6NFL#)5rKLNiJ5
zQXolWfrk6<;gwmY7g8`wvMeQ6rvk&Q+13L!9mXtdo>lDNS>%@xHxrh}f>+WQr_8fn
zF|3-iu0oF*f!X|X_*%BUE__WgKa@_BSN+W(1+9H?ZT<y|UP<+&`yVk))%g*QknB+g
z;Hu`}l<6-@0uEuYbyK>lL0AvY$=ERFJ8nbtl^lZRW~O<iP9@$-tC4yg-{yRI&@^Kt
zcQ;<?mj$t)r&3?vE4gdUAa)XqffT$uM&bHZ5f<?&A%X50%!IhVPr*3ZBNt^oj7~7n
zK#M@5{Z3*gi6v!n{^ZnX)Jzh!c2Nq1^5U1VCaxOxxlkn>IODcnh^TBi*eoj2vCp#<
z@2-L%lM6L&3>mhkV!2eB{Cqjb5w@Ii^13vWKVo9&6OcS|s3i5fELeW?!GC;Wi(I51
z6VWpBA^9ef86{YwIx2ai7NFHI5B11@$Hz&1|Gt@!q~~soMrNK@_7b5@8Fw%u2R}qB
z;dr9u`0AAe=YPK7PpkN@pB;p~JYBRE+;(kt$Y|FeJA(=`&hlQf7YQ9w?I7q%)}j_G
z_gdE4SsJBNrGRrID6P%q+6K&iG?~_5YoNhkLiS(UnG~Nue3{H)F+P!(h<ZbQ_9h&I
zJN4H!Sn;}H%qnBxrh3<@ZS3r*=s6!M6od9J8PX)c4<X0)&Ln3r|GAd2mpTDYGdz7-
zzRP6K%~=RV<thi9Aj3Z1qZPb(8$k%l@`YE2l^||JRI2UZLOYIn>mU}P?NfLu5d9`o
z0bhVP`dB!()J%544JCbC0y2q@K$THhyd?``7;F38`k{Y^*Ib*P`k&PP--PymnGufv
z%ZxBHF#X47WLd*QA!`iPFV7ZIQX(ICE`S6?2q{q@9~cCK0fJ!-EC3{YXw82B>|!(4
zAsTr%c6O~6c{3tuBS})})E;NmwU#XDpPAb*c245pBx_japhIp^mc!;yCfl_A?F^V(
zEJN<s%niKjYv<~>d$alK+vfxHwriW`^AlEJ=WE{YcG~-Ouow|qr@qtf@ZD+vF3(<n
zH^if{E!D>#8T*n_eiUmoRs^i2X7iX>X0_TFUQkiVkIt_VV|JSrjB+7d({bKe9eGV^
zpMqh0xATSB`7{_NCnCN!ShsT4)Le>5p(DPt3;J5>7(_ROBSc$*9G@CCR-;5F%J`O%
z14_B3|CG*D48+F#IF~RU-nxNU6dxcCQG?x?W&}Kow(!spK-ofP-OCNwf_-c+P`oUS
z3A6q1PToKo0@$A~;Bv>nySH%W37nK@-a-^<!{@hpc_*UXmpPDp(L$u3HQ&IoKqVf6
zV7v_BQjtMJ-W?}vL6pJ8P6-#%KU2WOjgXlI2c+kT{{@Fb6Iu&jpoJMOWpl__J|qF%
zow!8aXNjdEU}**+u&uxjMkt75`9nl1!9_)v$NU+R?`uu&{5L7UTmL3ae#)C?t{`2U
z5J3WLy|O_3ek=w?&S689L2bGADUBq5nv`b}0G+SX^(hlg#D$q(rJWN781HxZPK#4w
zbJI}a#E`CJ%$39L*`5;FTU1*bN#T(oZNgR3ZU6WnuHh<imLThZOV(^+C8j+MS=18^
z-uU=__Rv;12x5V6jUV*_$J}2}E7%Jk8=4~-QLZ}=uu!w9e%~Y@V`4f)PhhF+9A(vr
zXuG3Hl%UILTc!L@nv&qwmQ1Hdh|aiB)~%X<c}ECFH6LDzV5`Umc|36Tp!EVSzH(sy
zWe$|f!KvjQ>Ze2-*e5S4Y8NO0wx$q_CLCO@A1%-`nFeL#6!Et3r)s}iRhiH=XF8xY
zstsIdqF^`+6<e{*h8T<zWK!c`3B=Nvv8o*LxvfT+`tiL?2$x)4Ww7)2Q)M?D-?&&B
znVO4BU|n~Ib1afx4R#h(%ctx?6+li@a~+!vL2n^5zg=M+f=^(ex<gw7V%}bgSD8=_
zA-RT_9D)h=1SDP`688YKq$wKT00qj?=)pw@4?O(XGP-gBmV^!`${Vs8l6vcryrd55
z2_Jq;RiK8Bpt2Lw_?Vb)#PvE%th$E}70Nrt*`AF6{4XW4$WNubF&!K+bex~fL^}{k
zfj-PdnFMe*(+K4fQzeMUE{}hK$;e9}6JR-hj*(jnNWPf>;6iHUZl7TmDbR8R?%aG1
zROE>4FHaTCsW6!*2UyFrE+LQytWb{@Srq_Zzrs`$ZtNF{L{$?f1WKR~T*<i@MLv*k
zLm@bwFkVsxB(X}JKS`Yj&0nT51-`TsYO)gC8(*-lKH8M2Lq`9JLx-dsxwo0S4;-?T
z!qrI1*7JLAx_+a9cdAIjd9%oXl%N;#a=XjOAy-HP#oSifIQy^a{NxeSCeF7w(rGvS
zAh#ufCi6s-YM=BIe>B)MQ$=a{p-jl=Zf96aR<pCG+88<liyr-Af-w{e&el;d|5ef)
zGb<RZnhKndN{Lur;J^1oyeBUNnU^`m$e(g6iv`>Yf_<*=T1+nUrVpPMKf5yIg8Qv`
zB4x?+4Dn;tWpFZRb>O*mCF;CKfAAS;I>U0$H_-olb)5;MjoCitL_6GeU|X4?a$3)v
z#U&+prWUTF^>A&r_2BiAg|6e4j}|VUq<&W_1{uA=EDXKdi;9k9o4L&+%Y0j}>8WdK
zHUNCvAT2cZ2E~SNJ`1bivcZI^r4#G6#!l0KalrZ-g$B<amhiW82z8UwVr4*JL(S`v
z5%G3`uXhlrO)6u;e4Bp~x*L5TuG2^nsh29q9EJuw-k~rl0mwip#lp-f!^ET~Q;_{V
znNZ-aW)6u*6q&Od_K10h7UAP721U3~RK_8Pn^PVqN;E?YXIvVTAX_GtPWD8`woWRD
zCBTLFk~CBJ{z8#BhZ@WbqC!~Vq~EE8BNP7kP`v}XsN4mTRz6UO;YF>156ommt?VGh
zOy*|SNjR)y<e*#TX8w|lzn>3Sd|-D#f~JDrr-53IgQb-ac;ECX;H`Yx%%9e13@;xb
zjEb9^DLW8iBgO`EXrF*ygCX7$hR03^5N-SC9R!UG8R%0OLbB{P3w*o~nn-1R0_PK|
z;~=OhZ6M3NumTm7Ras<5F9n#$F1CFehsT*_dv+sry)BMy)jvTxd!93p8FvLL2+0d=
zrQYD^DsjKooeCn|7(9IEJK|C5WJrPGB#i#Nap0I?FS6(t7jbP=8|u0E6Y57G9c2<n
z372D^;{5`0cS2tv^780Vj@$F?ox6e0itwvM4j~f{0wlGqGT4=r0)^jnj^ymj9HN-`
z$*X(jeXeKR?$A#J<@STlhfp`-8U1y8xq`636$G$t{gXbJ1l9F=AEUd30nIMdcd(88
z7!dIK6iXXhUNCw_o2wwee3+qu_W7T=e;iU6)X4-ta6o|9Wl}+R0IJ2)F|`^pEhuae
z*FWa$-8i=BKt<i!jqX5tJzr{X;oQ<3`?*lyUT=HY!CL&l8x8K2CK>e3!L(n7q^<B9
z>>>0@n9@UIf;jA+IF%A4h5=e7NS3x8!2Jt}L`l$;`cb1qF8=1e!HIjpw-eD+Vl!0K
z7u1=Bu~w=^T}VFXvxdKU_X-f~J$hWIR^5;E%HS~HEpBil?_A)BHPv{!#M)Ki>j6nV
zGXz&!*!uaTMsDSJerf^FukggZEMMqv&9xYvii~i|Qzv^AkXvGGoRGy8@>ZR%eu(9*
zUeeNy{_?bVIS|cg2*5Z$s_Zt{0(BMj<k+U@XshDxKB{qn@NB9t&)qIlw~9F1k0qYv
z9Ou{+c$akJe0wyyrwl&FBKdR<=wW;0DXvFOIyPJO{EpOiXB>qZ-?-O`)vcT)7sX~u
zWrMm)iwEMlh@pO5k`y1ET(Lmr&7h!m5Qpxhwxp7D&Q0oSiMHZB!JCOLTX#dN2g8ox
zYEByCMWyg_irn+v<pfOt_zIHL>*4xM50;8-$UvgiHT)#qT_$il9H$uOQ`a#cz6#4R
z=asM99E3dcixxOlF{%)LUl{A(FX-Q2EGXiz!_7+^FNY{7gWct9c*Ls{BT_$)ZVp2~
zRRv-rs?}pGofu&ud_32AE1{+adY7Ynf=eE&x*U>P)gY+ET?LmA|8&6nU$o+Y%p9!T
zE1NMNDlpd%Th`(JaCb&$M5*VZ*L2erYQt|0r>I}cq@$<LH*5NMaV=g~fGq8fc+i;Q
z?O84Du#jh21OWW;D7gZ&CQea*;O~vYEEV#J8i~66`;&^$7zVE8?G>e}JMZ=Bwix0G
zhv|RWxJW8ng<))W-N8|k>F&^}(DTpiYIo1)lT_E;k%&>2w#<HC455+@Pn(Gxx!en$
zq!v-vHTfN>?7n%cl=6<4v>I?O$Q|oF=s@oMxW18A_I_S)F8B!<q4o>}-FbtQtL~n2
zE{I=~I)K_OfiFdE%rHHRQ`gl@n6%nZP|y`E{61?tv!T)LZsgJNxF<lSBYv8L?R@yq
zy$@{FPnh}T{3}>CbfUEdh%E`Xl9A`zRf&4KH;9+srU1DhaGdg}rsTof2#l;I9x#(G
zHaulTt=UQhi0Zg*vz(4;?b_wV0i)|nioalXXjOy89b*cn<Y8b6p>Il|b^z=gmh<8b
zj4h+;+GV#s$&tKDyzl5iqi^4#bFPEm?Q|;1oP}iBj0CpW?sA@FZ(s~u+g<DlThX1X
z6J^C5As-H|+<)TG5!q^wGkJ~FBv~LzMSG9qeS8a9%_gp~#G$k+S{ao%PZ6cH;u5VN
z)GmUMHIN#zai|bL7Dl;(1MN^?TVW|^LN<6^=d$r|7ygQpLyv4bmZF}u8wnem&&pR~
z?ktI8=~|>|7tYdSB8bcwV_g8><o<b)^%Q?e-L}x8HUBcs;-oC+9ceUw=l3T0urhO*
z<d^Vu@-d@*_q*}~8}wGx^FLQ3jQ?62{BJu%4u=1DEBdvDl?;kHM$WpZN93DYa=t{1
zXzIwCl70nHpjyo>R-R9>jf`|No5<lOqRb)%Ed>FE+PwJ)I?#$GEx-3Z^kO)X7)^Qe
zg`p-|yop=DHg8S_cN23HG%ZHb=<sLI=k<EV(6(2f*Ize!(H`4BHqH`4j-!<t>fCcR
zzv*jh^|lAd+pH0o6;nc}uKld8s$z~p5ZC=jty0jXthg9rd~xr!_1!y5o<(in5rP>p
zSID!iZ+HFmz_K*?f6l3ll&Y<QS{Yv1>|6Q4t$|i;H!D1kfKbEY_(2vrodkZHrdK;c
zw3=%bB`QYG6|ruFK5qco9QrM7?r&66+D*!&>JLr@v<f;Q4rTW9uCZmhg3}7+h;f&6
zS>(-t`?$;RjDiRQbd$$i5-Qape^eR-RdD4xn0x$4Z|vpe>_&Ab>c8;!0@2ZJ{7rKG
zJ=4Nf7{RWHsucY<5K8mR2EgF%I{m?ah?YN1tw|NL5i710X~V9KkZ6Nk2p3EGF~t3A
z7)BygAp1{AJP#?MbT$emM<4BxWNihJnA?-)VoCbT`qhb+!J1`>6?eJYH-<7Mk3lSV
zjuwmYIHv=3$Nn^~EG@D9lsVdfXO1P5ztV2qxt2b32Y>dGsGQsTmv-B&^+j0@!X;SJ
zUx;s3NNp56bOt{3GEv=k%|EYgrYNGi@leHBtNik+zvIp>gEw}3+@fy9i1~t&x9Br#
z4j_WO4U_#5B&%zUH}?kjXaQOQCHcT=6_rVYI&=rJ4xrRcy*}mbFz2Ot+$@S@B}g*%
z;&Zkv&9fWuWQsX8S+AWAFraFCo>X8}5#Y_>rJ#_y#dd!}W1ryqIv98ou2NtNmZk=F
zOiuj9S@h2`kh0WgTT?N$5UU6rno>YSt%h<m3LsTG0-t*-e`J_B$&~<V1Xr4@&zcjL
z6cu}~ft8oTp#hBqi|_VQDqCzDC|o_K7H<%k<=Ok$Csq{zOXvg?6*wP2mY-{tD^*Wk
z{lJnFg$KO@T3OpzFl5Wp*3z;P;xN9eJ-tG1ndo^_2ZD2;`mk=PDrya*lbz5)z9u_U
zw#L~#DC%*y!S5pCrFDqrptqg3YE()MU8oE9s7SSz*Tz01s~t`szP6wy9*MBWMd5RD
z4L&+;{}7wW{H|TRebf-2zEmK9f3vPJ2?)gpzkm1`I*$~CehB#^Dl5b3)He}WBn3_;
znuxkl<TaUYOpvw2id)Xt{tHi#mgT~g*1j$oAeA8Qe;BJW@0r|Jmhb%<v<ruyX)h?M
zJOr(;Ijwl@;Z0|xj0*)yb^Oy8*-E<1tw{NL&&kuCoSyb+vE;zXbAc%JQLhp(#6$5r
zMudvHcPj_G%B9G-`JTvbmz>%mQ&uaAM~TjK4JDvBM5>~Lt$8TII&Z6cFGhk4`w<EN
zT`h41wT!gKobg0j-~t6Wh}F<Ut%5zzmLl>!=@5f>#B1)J1wfojB)<+?NrPcj%qEB*
zEGOy@_-a4V1g#Q#B8p$H%sAA2@cbKnLHc)DT4x|FUER9%)tz(w@72HwCY)D2n@}fs
z2ip@Pl<@;f`3U2rCgvm&Zt^~lA{e!ULmq_eaCV=Ag>^Am^s}I4J{gmtF797ZQA?pe
zI8PT9GIg#{o-XNEkN2KI1Li>^`sTjFs6<gQK>AeYw799KWZ<aRk3Bk~<QO$-RU?KC
zS~jeL#m0yLTNlKuisClv<1IbE(V9Y8gE7qgKOQe{H+B9V9Z#?^QE~Cn$&7W)PpC$s
z!|OTUEceLSaJm=8-J32atqZ=c#p+D#*RyW-q!h=O3d}N6^p%!O+K#AjDpujh+bzls
z6ACUzWnMB&2od*uM0LhoEOp1TwI|gz$qF-!1sv(6z;c5^O34*<P?A0-*>cmD^LCWj
zIWtiY*ypkxs8K3-eL`cnGl5kOHRu%|l|k>7x5?mUy1us88R(P^bWtjnxDO%MTR75|
z^Er)L%|+K&A}!;g$F2#Q1FGY#amJ{QWfg2iDQU}YSoK{wojs2#oaQixpqf)^^m1hp
za>|l8W_!FSUR-$&y1|j@X^Rt=pyDI{+&%6<PcMR_9w}QMRU}`Oahn3yud{Qw<y+#7
zkt0%_$USdx=yT7wWl@!)0&Trv^}`8YVKf`PLj6h{`=T8Mi??U*K#dhxYd_*Q<1Pr!
zuf@Yoj<Jg2An8R_ox{0`$)TrN4-2IP!O@^jQu--`^MxGA7u9RjWETs}o3(hAEOm!&
z*v>9#>sKzHTaq|$WcK#&hfrl2WUV(pF%&$m(%qGxM1yp9&4sBSUmKUYL;0;)vt-GT
zomPm<WG2m~nAO&?n86{bGD-XTJ`z2Gx))x$mb$lC8-$|vo3s!+X<W1mOS_)bY_g8j
zY{I``*S9w>S1MlMZ4169{wKTtH_`oHCXw_1GKoygj7<OO&%l{~&Xg&yqVjplfA;d(
z=o(*(J=jVUYz{tz+E`l~!K_7hbGrjtGf2aX0ycqUk%DcJ#G?rZl*SKBLQ*cqqa~IG
z(=o>fSY#~}oIi<M_%#<W&&c>~>q^R}CYV?YaV_44-E^Gd`P_DU&2ql>Lf`d`=75{U
zwb<5abr-wV`#679f$v6}9PkHKWdoe)Or1cbby-?{YJzM<kM^7$FwbN3K1w<<;Z(VC
z!eX^(ke)n_P(>(N)gQCT1sZ*SPlO<SW44wGXRQ_|+Gj*(0K<^UOJ(r(#5Xh<5Z-<u
zbQ(-sB|1gy<#F;5>J_L>y%XVO!5|>(l+1W(v6_oKGTLxXZ{IB3-{(QZs^pyMT-DgS
zUEx?y)I1w+9#SxZ^9Sr*_K3rZd*w+zktOduopG#XmNlC$=>aZW(CIBaFW8Iw+N2`t
zH%^)?J}_d_)4lGJ+FRL{0`HQqYP<o^bWr*MSXYhpx!axGy>o-Br|&BSh>8J0BxZrU
z{+$_dK7gQ6MG~N5#v<r~^}(4sDKqE5zDQ)mET9az&5509enfDL0wAIE)p&m{>G0uq
z>Vv|f0Rpgq^Sm~uiMlLHkcSEG#Hqo=Uq>I<e+`S>H$^EpG*}*Y=bcn%6i5eZGkntx
z?I#B^P2Byu83FDJD{J^XeszsLaOD>gC+e(Vp7z8AOmuXBDf^hjrXZmCtjsT&D9i=i
zG!={#t6?NeMx1}P3HVaO1!k$KqMt6r5;p~MzCK=mt)v!Z1~0Y|*cbDU=PR_b^~=g>
zlY%Wq{$|QN7te)43{NFBbeN%HwF7hB*57-4LlH_1zX`GJpVu7*)^u6_rl_19kYcDl
zyXpb}{@$6cwlMw>yDC}N)O?3X5qI`_0sQhledZvTY1*;7q(i-f%I0oZTh1_L$!OfJ
z6>VqCsKyH69Xn>Erp%(HCm#w_9i6rbTC>mbWW;8{j}}#2UWpW3*}_7|TERSmG9g<U
zrZz9PQIMcSaomnv5<$J0lI_W=FK__ORXykOLrIyK4sC}I3eZ$1CYMYFjT|9?jYZS3
z-hzruG!95rX>kFgal29om{Ug)6;+f8|NV~152CiOXNXpyfPiPB93Qj*&kh7p%zx4U
z-2|RlO9y+a9Z^&n84*%|?Zqfeq=~O|r~w&vsVXYx;yNO@qwNVD$*lBOmy92ShfhRu
zB||KBytAle`|9E!ngTwaTcN0wO!hy7HBAxo5HS{qE%AYq1ThHH6F+w&cW=+Pthxa-
zf5}o|DHm!_tbmz-bDk2aN=c3RUaLjuqNkb7YyqvoUjokXHk%bO-#CvU#NCl9Hi7M=
z%z9}l!EJTMjWhGVzlhLeoJ>lC2)GpU;&wQ&AHqBcrNrK5%$IL&POZAUda?6t4u?HB
zcxu&D>GJ_DsTVkU|E!!Zs2pU_^^e2$CUijU)RwjKSuUzu){)x>BuB0tS@RIXa$C>n
zce1XBJuO)r*MMH7HgCZA9>reqf)Dq)vewTc`y4e)QB*$;4+533p`^;-dPug3SaT)%
z#Rt_w(nv+d?lRmgrsGeKG?FyejA07Zr)r(IY2FT)gk6){TU*^?TYcQZh2LfZf~X+0
zL(%!et{0aH&cd;r4D00`K?H`N0{Eald(LIF38<UHLU6}wY6l;fe4OLOr}4X=2483E
zZZ@Z92)=aHWbO{5A5I%%?|5Xf`RIlowit3mjfCbwr9EaoJGT?6l=g@IaDSR`q|{Lb
z7N6IptWA&!^E^SPK&GP9+QLE&wIm*jBY+W1-Jnj$!wxU&^y&U0x(8rToCpkzwgDu0
zWE&C`9bWR3dz^(`o*Y~_#dL051c)sxf|@XG2A%Rr%xvD4!HxYRn@L9ATsaL^CT7&M
z(`;%#_>WZi(0A?RV6zT#N$Wp3VCn-us9V1uR&N>Ii-t3HNhYhz8bEOUr^PQ@Hsr1s
zIg#VV#@7AI(oHqMBSDO4nX|eBHEXsI3uDshj1&kiNs=jprdA<iui7(D9lGf+A-%k%
zP$0v#lFbHwE>1UyuenUo+fkBbsl=`Ak=-<|pHP-^lM)h&v9zMR(~^-cC;o08nb~M2
zdMnRiJ8}<`@-r}14ypu`4P~@l1e4u%c&g?9;q9$r<LtI&(KwEo8Di#`nPO&UY%?=6
zGcz+gW{R1anc0pZW@ff;C;#5-tgF2q_PGzYOZpzV)tXYPrJAEgjZtb2G#KQi$ncZv
z19-kr)tqz7>Atk0E36IeNrdjBvrND74p(rF5YAP$u~XZr@H<0mxmLY;a5Oc%bERN>
zV@rv0{WVZ{!6tps8$U{H(-8a5yI4`_V)UOk5Rh<5Te;u7LMppQvCk0-E=p+Xl?LLp
zitur$e_%K>Pu=TiOLXCafm7*H8tgFR42!6K+$U{=K7L^wSm;>@TiIUxjw2gERH{~?
z^f@fUOpcP%C}B&Ey)1b2*y?c5GAEjZdRu17hJp}_2?-BHmF|U;<n8zBE+^&U!{8c4
z+|Sr*VigtFMxM9Z=NN<Fts?2s+#j~spFP_#psyYz)i5MLKwDX-<`!AN6MS{Fr3})d
zKFMs_a|bLY{SJwyY#pnf65M-$C`S>;GV2Gkmn|6pqbaNd&ij`H2;RsoRKi-nt+R7S
zv7>=ldSyl;Es_Q&3wu1Qb1BiCBha!1L=r3$6SYnsll3IIm7Mny=@U{7k4U7Z4*m9Q
zmBnn_uj$*W^`(J?Y`?sc`#$~sVpoRnyVhk1ubaJ~SYHc?jo<oup^o~|P_yo4wJv6<
zsX~aX`rI-B_yEC|LOFP3afqc~YTe9-R3&m=4XJ(fSHAeCEB+wkVy0Kh)V@c9UAcgF
zB^aWg3!li*YuVY(=_MP+TZUGOR8U^6^f0j6V(aL%I8CHNRa3gpg0#cA!fk}8sF4}(
zDVVT4r)-rSj!lG3TNKIlCra4AgkT^$VnlPzbxe)8Na*G>F61XkxRNMRB%D-8hTrmw
z3h#lbW{1Ie`-w>GT^eZ!7G+*L@1O+CEN9@@M%H^Llvj4W-YAvxYUJHJ*>DEn3A~xK
z__5DKcHFM3+Hk+*DhT@LPQML0IAr-GuA1-fO!3^VE2ZWiJ2wVmAAYc&V|;HEG_wyn
z&}b>=dRkuT>eyOqc@RqMYK45axzbUWl;i!MmpFz$SE~QN1sK-<{T81+U<Wus712jr
zj9^`qAdDc_Khy*Ukc!?w0l*ci7hVgW!zvCjEzkYIein&dX@XYKXdZ!H1Na81|0C&B
zc&G|R66a?$Sk=odWD<ecjI$Sbfk3*EkZalEE}u@X7uK%dYa2~%Zjf)q-3*KgVx-8W
z%k!6DYLSCaRU0113Y%ISA}dk1k69M`oV*Zu{XQll6N;Gr_s0=&-p<6^3|T(Sg$d8L
zO||#5AZ{JC8M9m+xO)cu@x%5`$>Fb1Xk8ZwS2;(Ngald4RJvYD?nV$l3#2s62K|R^
zpOkk_@O9p2m-y)|9ZtWtU9Vm`s}2%@dP$+kBEz@Vjg6^g1P!boN?6W5cO+OB`662?
zw~z2QEi}`({9KuE<CKCGNdJ`n5V>#xo)RG8yV}(7)v}i^<zh$=<*PLx1K%99)fzu=
z%SsJIGf|itTo?;PnnXV`3=W`SH92IO1dDG&z?jU1gD)HtW)Wj-Y@UMGBAlm^qC9lx
zGFoYx(+z%GD#Y=WPQ>KW`%|;EteCU?1S}o1sLrk^QAkSB;zAVpsb<8ddxn<2Hmr0n
z@e$4rg(?xF@Ndx7@v6cOuA=3pTEetwI|OK4sr`HnUkQRGTjo{DK#(BPwnIn-RLrw*
zW0-%Fe-4B<VQho9x)E_d3~1f<*L5x83e?wFwNMZh6{YG&`aT<L9|!ggleiP~s=in@
zs_wJIKwn7_Tc6Q$_nKyFv1<(+RKf+7*m{b3epH}l!<QEHMGDl1>%(sKSFi?JDWx<=
ztvae9e$Gg#YlzRzL*T;kz28m4<6ReHim4}Hau=O27k-OS)Z~^+Nfl9B&@hIN#>WkF
z83(H%*+1j_PE93DFv?7pOWsi^!Om9CCo)ZySaJaND7qPl@JJq)eG0pUaU}Rn=1x_b
z%^BPA`#)P^nSFWqB*awm>(pOi6wFv>AUhZF0R-8)0Nsud=lq#n0=G>^2wO(k*PI75
z$&GbVz9%*y!I#=*PM<L)<@vOSfde#lRE-D}kjLaNX0W#Njt6avtd1%N!``<?_W8$o
zxigu)mna=``{?6NyVlz!^XInZX_s$Nd<gwHC}LsRIFsXifUZv;=z4}2w}BRR`A<`y
zvLJ*{xy~;Q5W3j}D!rJYUI^D>%5#PZazEuhe3v{!SAnq0@$j4%M8KM&YD9a;tQ61^
z@qZW%b+EInicU6bVLwM=rG%b+IO#ACGi}-va@AmfV`X({+(*i~p7A#6&~_CTKZvfq
z>?ilOCL)aS{+3ty(mUO(A!HLAysJ(9tWaXCbx}e!$@5i^=t)AHn<d^6_1raVh-k2#
zWICv`==E^Ga_)y`%|hV$OG8bO@WNcgOo4e-XIiVt0<7esi5LISr#TyxtCbpiZ#U;H
z#z?*#;I<@3ELKEmjb?j6Q?=pirHzXE5QccNW6u0NmhtwcLR9YKQ{qVXwG(KcXVX?+
zxA*bfQ~)azLe``n$7tTW1sDE!BAYeB$i^sv2+<LSQDo0yOQX9hjn<5y<woiNy9?dq
z686fu!(4DWe(&)+$)FJHYlX0C`Y>n+Y=|2>=tCM4qZK*%Z*o^d3RV7JZ#|^~+M6=j
zz9tZCF+<bM(RSK<o-z}wP{^h8{NQJj5C_m<itsJU7u8RG2zic34)E0Zzs}izih(7i
z>@N+Mbi_kpD{hyrV*v(tELTZ=f`fvrXoIT+zxK^T;)kASM~ybEXiM&QE`U+X?XtQi
zKdrv|41A{YtoSel{33!?b~0za6;SoEQsk{yJQ>uEr_}aAb09?EfBmA0P0Pa)%jWbt
z>dby7P~|nUT8>xls0%GWPAFlZ_ANwG^Y;pPNXcC)c0A>hnhzTB`+~3Kf;o22SM04E
zmJ1PQJ{9^FcnhM^*+=)%$m-bSw*UfFY|ha$2sNetjf&694T)e$Cd5{iV)DdiQ1!*+
z280cMo9$*}MIJbLmAlPc*qT5e2fITJ!FVCn1hxu`k0zlJ-Wb*=WIamqKvLrL<HT64
zkINs&77KLdg_QhGgdi~DPQMqO$QwIM#apa%4rGjZ``nFB2#&*CFh{tkH<hcC%2o^l
z`x*{@LeR;f2EQ6PBTQMJdK4{9H_<Q}FzcsE!SLAf$ZBh8RZ_GiBeslxARNPS=UgC<
zbW3rf3+f9<!QL|%hDBjUeW&en5^5M_!B2vzTe5vIzr)HJV;gD0t?^2vy?(sleO)uI
zw+8E&!-!mk+r@Ob?dtAo9d7jgpG3;Y_-{n|FSj!5|9TV~xUSA&jTN}A?iuY+n)6f7
z%ZvtcakgQ+jKK@~0iUE)VKl``eA4}a3;!jJ!cQaVlfqDw&&V+Y=g2R9pS~&FqRBh*
z<Qqw(Iw}!JBr3roj|Cx{g8q0T#W*NXRV~2i`WD?xGKd{q)k!b{Wk``1+JLS#F<pGM
zLYkp#z09s*IcJ+#CGcz#zfqVlrFwyFPEqh9NV{HFK-H{D)CY;;df(iU?eoG`OcJH7
zNFl0edX#4)V!YV27}7Z(AiOh@hn4fkx)>NThr!=%b$Fa-bmnSPn0C;!tL|lC4rFR{
z6bOyl4pkaO0tQj3AUzV#gSI7!f~kH*3L%ShQ)H1bI`8l3hGLxFZ4-;%=}77;zZabu
zV=M{$+;DDd&Y|a&5!^L=aA6nw$hKvWVM8$<oEvb=A3AFELJF_nQ-NuO3Mot$5<7Z(
zK4KDPqVRywMw-m;x=zR1fmQ-Z$s=w3Lf0gOsTUVG)04zb;!k89=G2aeq`6U>${@_l
z1X;!4=iahna}NiDUKhI+`wD_a64|3JCb-WCWp=6Ne8Sx<PG;=cMOEg8(7;6$NH&P8
zH`%Gk|3z8Wfl|5usF)LtNL|sE5|%7B>3hTF#tW3{t|P#Wcq;P@x_Dwvx^c4G<kovy
z0}-t^ofwrS#DEk^;Hy7kzBFQGVv1u(?jpx%d9=MAbm88LZsyiq+C2-VU+Aqm;wDdj
z-c%ge8BX1X;ss=nbP{WM(vTu^?}q(4nr{Y;S45eyazPWN^=+-Ho~%f5g4<ZXs_89K
zl<u(K0Vbs)1!6xVi0Rn~a-d*nsmN*-AX~OWwekx<MZG0OeWRX>E<+{)rpHs>6i|Ft
zw)ZqowV15(uz21vGuFOzNM{S@UTfEMVXVEvaeg1{@#@#c)2CIugJ)#7M6lj~`QQrX
z!X469HNbtI^U&7q0q$$Kz3w6sL_c_N(D##?Vn|t8{!?$sctguL#46=SSL9~;7d~ql
z4hqB2U;^IYj8quW62}%q54B+e4t_{62vzaa>NA5-C2<P*z^~NDSruE9?0$jD^lso)
z*S?cu8#@{(rA<$#4ezbuwH1YyaWV;ej!o<E1<IJx_1olp<+k)=C!vdffRA1YY+P9c
z2y>e@B(w9nCxYXn8IsO@8i(m}l~DaPJAsZ4=C)|<^m$wY^hlh(d>i@e6Z?2;=*k}q
z={Ao38q;`xVJkls%V&f?F{bNBvcBUdOhh>k4#dPSMl_1$ff{3Jdp>vdi&Nqt$Qs@D
za`g#rx;Nn=88bwG)U?uNkQwT_B}kLkr*Q1snp{dNphYN1HU<8>O>H9$I$&X@cNP)F
zCls3+N$lW*TLL&HP&+-kOwUx%j=b#aq!RQo$U1B=dVf2A*I7SvXEkUB`@uIgbh4H;
z+N>xf|LJqk_SX7#X+?U&b(mD(^~bMQv^?%FXY6(O*<EG3WsY<P)hm7IaHnR9ICbf2
zFE!t+ZJn<LUSU({upb%f6vc_xyX7x<nn>d<`Wwgw(F3_}G~VZ&oZG5YV8-r?#wTVk
zY)wL3%c%8EQMvX+kR-L%{lX*znwcMGoOQh!Q(4vKVH8D~b7i|L3#rte3Ds$=UB=Q2
z){c`MStMOD&Oid)jUL4jp^K={k+A>b8K1b`SRP*h%y&pkZovPDRB%ptWXgijjJ;L8
zupC|y;-OqJpYb3RnVhi9M+>;XOb0g%JM1~~q1=bnb#eJ9pcq_{M$P)QfN#YW)IM42
z0^?)>gb^EB^%>RBa1oK52#feHJcgTP8^9UeONt0(A_b*-arLe!pUMXqzv<|Rg?|_9
z(m9gH$WEwq*WMRVLlNmH(DkB)mS4)uP@(BID9zJ*%BI*&REz6swPPb9qN9%IlH?$I
zEg;UB;R^1>uwe?GT-0^yI~Sm~9zJ7Ovm^47k^iQ8f7kA6$WC_=;)6Sz<tBZ7AFXDz
zGt0ZfzVo<3_twUy+ze~59=eOCM!}ysGmMqr>`lKMemrCsg<uc#07Nzv6=96%w`o^)
z#xT?9k@;H4u!QkChXS|Ky%2_}2r*Rkxni1%AWyCb_^BxI!kg+Nnl>!!<+8ANWnBpJ
zY@ts8cfk;!RM&^X><`xs*B#XBp0{AZfJB^x;)<mB6Bxbr98#9yhtP6_Rsl}wThr4!
z@2gd+>MWbCt0lctbXAZh(w2syaG}tFxW|D4pCQ}AhvgN`!cS;?&KK6{8E~^GM({1l
z8dvY_tqXbmjw~f;1y#<Fk8|NImj6>06VcB?B$0%%TYU9V1$-Crd;8N*$dB%(N3}1=
z@kmF!oioofhY>psZVSTmycLwv1OI_GS^fiUvIEKV@9TfH<@Mia6A?(887RfpOe0c%
zX>&}fLM731Oyc^cjo?$K&=a8<=hc@hDL#-beV4E|NNNs}Ln@*}Lm~aJ(wabG{~xia
z(0$Fn58(kJ8ZxpX)l;I?@3F89eho9ISw8&!dL^-%`UbF^T>?3SLne;#48XY_OXbG`
z{p~TI>+9N7PoTwCLC~BOHZq@muZ)(8J2-<cuIZp)4XFg&hq<hq0^PsBjKh8*6NZ|P
zI4lj!4D6Zlc^NyAo`yusFwvYmP23<A-?6#Wi2KK~1jW~ru--*;8*cLPHTRy><5XyJ
zDj^og<lZdU5CuS@{In8<&;3k}D1LM_d16!yUpT?;?#Z6}yN&j~1Nm5l=^*(=oh)5*
z;mLxzGjE=urYqFba|kbmw-hEmh6_sB(A<h+{@_5F2aUkWRTT(Ii?9F`EI7x5_p{VA
zT73uTfvv^#Lzzif>KEm12h-@u?iF05^sgkk@p82I$oz;*%WCLCt}!muMN0a@EdG*F
za8k3Q=S>;OZV9Dyj5@DyxL?KxsC1r3-OeR1YOe=dE@^WPuiiKv9cYi6108}IHhQw9
zt9z*%Jb9~;A-R86s}km;fmHWe#wWT}gCBI{&~wlhHGD4{EqA(Hb+S{Xm9)if`E^VS
ziC}#TpFRksF6oaMVj5VpyTx-xvO#p{<X=`*Ad&jTtSVhUwAU6Et~0CoQ;44kxKi!>
zt&jg#c9T}xwT+!C)Tml-k422whABsrdF~Uu0Ij-3im$k=hPU7?=c$j_Q9Qlf^mE-h
zr~}A=+EF$o_(i*Mf@YFfuqyO!L`vAb?rnfVg{|?xrc<%2Ttpb!m8DN|b%fx&em?S@
z+E0Ce*`dc$)($^Skxk0ONGwce?hK!m&XS6<f$7o~NbxQ1(!;55vX|s@5qxt2UFF3b
zNS6)*HeA&(2^qLIn>U??b-4x`C96yT|74k2Q^|V_$a?pu%L&K;svkf7*?$FPVeO)$
z=ur{Uzq#a-LxLR9hkRLYn{YraB^AOpqQQaN{J9mb7TpXor>;wN^T?$!)!FdVU2&r~
zS?A)qHnI?Ik2yzn>1M&X-M&(n+YYkbo=O)=41bUc1eC)<SCVA;@lDmBBIh)W1WtVR
zjLakQXA)<>BNj~F(E4K8gU4>+0ip_a1Fv3#ya&pnX#<9yh7dME1;cV{8VM<N5wY&o
zyu;1BRZ;jr(~dRR*T6FK4)#x0V3xn<`AuQIQxT(B{R5X`8lz=O@_u~`ON3zpSf)1V
zU}rnavW^?=e(Ms}dNOeL&%M5WTReIABRe%R=m&y4Q`KB8CtMgthOcX%D!%okchjRL
z4;mLo2!{29yCZqBHE|+=(?T(=IxRE3k=8UIf})>0F|wb(RU}M9?|FH1&|SwCe>-oB
zvYl#c$=;}fm}MFFRS@FU*?5PWJfa{BW=FD%NUCM|rjby~LPxD3_%OC82YTXzQpaN1
z^gRJ($J$!CG5EsXB%FB^z>Yl*yq}~BNcH$qe!5@g1}+#J%P{H)Np)djO>s#1Oo!iF
zI?s15c$sL1wS;Zf7t0E3)^~Z$3d?MXdHXKrW!ZO$T8LfwAYdLL79iGuDK^?Xs0oqp
zJ&aM8ao3)ARHmImTNQq{aSRgc&uA_0^C{N<=={w0%j`eM`BVrO7tA*b<*VdN3Eqw-
z4xlCyrfVj6KeSh&b~oHepNZD|v8d0F(5rk&M#yN#0>qt>gEFpv`SmAF<rljK!dXPs
zq`^_&J#3ZaEAGi-t<iE%cU}!zJl`U+R6G(%iKxL~?h^)rS9|W``J?Jodg(){Lr-u{
zjk~W-Hy^xTC35%&rOO&(8TeSh?DA>yKch!%T|k>xo7`}9zQ%?q7mQhOE<Tx<Mfg4R
z$`{d-PAX!<pa^Nv7k%&Wjgc3YraD#>sqrB^a}IP{Ko2jI0KmeiXermn<XtW3kO~h;
z*0dVA#HO?8LsT@v!l>@PD5ZC{z)zu8?+QFUScNMVi#oLqD2&|>Q*zfz#8hba5|_W1
zQAWgNHVC+V!iYD3v5<t(HP{)^h1qZc{kjI-D01pt)4;+#VN$-Qe+6u!)Ws7XZ)%}X
zpN-9Ra?#N040n2>SQ4hzsW96>WT4js&dY*p9Cm(PepIPp(QgW<tUSt~RDB9uNbgpm
zFx;x0yTv5eqtQFt)2HdTU;J|8Tqce&aX+F2Jgy*pS)u`WTv-E)*RJ-gX7Zl<wsyNG
zs<ntdScb<mMf+9atp7KfRK$n6La+=QaW(i4-Dh?EjZEe{6XsxS8ClL1zEA13`T9_I
zQ|x6is&Zf*V3x}@^%Wm?;VQH<#6%XDNaBTl359ol@S_CIYA-No=Wce70$@A-`rDn4
zNSu%Rs@rECE28s0gt*4d|AB4)y=VWgB9(>d|0COipkHievO6V+8)L6Eu|oiiiJXK+
zk}C>%yI}ln<ilw^$ac|zYzrDOa322x^2LntI*Q(&RbN@W#Zd}TBuNPe21Wp?c5rb!
z`KE5>WNfCK7ZovfUafCrPnF0|KL|M-U@@`>_r%51v6b)z7XRQz8a=w!h~h)$=EU-P
z@7ik&_MesNnuo2_r<m3Pf}7gW=OU)q@0X)rwv;6Ji=Kv6VF*iwB2d9XRvE9IZcAAx
zK#9@Jzf49g!HxnT1K`;j+7B{;E7f=ZtW-y7$AI;(R{hkvOX<8A_*JQ*@FFrqf+OCx
zUg>!H<@Z!V40-W|T!7(j!h{p2B)PFC??br2hq3MAnY%YB>Mv{7n-?gPUFs6CrjNjY
z(;TQ!yT)u=rtHaL6z)mZ4HWt0tZBflEIUy{p@0Pb+LR7vOHbniCe}9flf2me7u0lr
zJz^Mpzqs=f`d;KPRY(duF)(7?QYX1G$nA62@s|Abul@&V`I_7JYg$A8LtLoh6z>8c
zVN2W66oPw1a7LkO-Y3M(w4Xa^20Q~fk&pxwccX1h*h)(LON+shz8&8x286FvV1c92
zk<BZAX^7kifhw_Mtt^mN+O!<Yov3x{9Az**^|q;}X9{Ey#RO<YH;_r$NC}Oz|5>0u
zhs$5eq!1bnZ3Nx$WG=%1GG<^2c{YB)3eQ|?8o%54QU0LqTRPUL=EOx>Q1~nR7LDXA
zyHk`#T@p5&tWw_ji?ib`c$$-@r?g0pt#11?y>_M&X(NfSWixgK3MzdAs(lb345uG@
z42-CGQAydgiSh_g!dbGQgr<BkO*OA9IB!l#eEhR4+)Pg|wkoJB03iLV8ZjXc(UY{m
zZ?&_svTSgsst=U^2%-vq1%&D)`&J7VQdCESw+PfO2aYo;Pb^jd-N$ApyQx>D>0Ig5
zv5%iNe9T(?Rfp6T6f}^HzMILYWRQy&JPQg^G|e#x*+Xqa+ch6~K6)v(-)xNsT%sX3
zTtpm3G~fm;8;Lx$2Kr#iR|WF6eR;C0snlIVO1IqRgn5c;I(d&-OR6bi!n+l^pp^9z
z))5V!+#UA_8;IxlBg*%$j#k^IzEz6~2eL7<&C#^m62*RL2Pp8(s~_2wY_1k^N>(XT
zd;qf=PxRRxnxwgNdNZtN%G_;QMOR~=*I%|@t6m_Jz$xwa#l3^qdU1@~ng`}VySx@&
zyo%=xbjuN8WP>YzK8r2eQ_#oTini=QB+=(?-G5`?iK7|B&K5ZZw-7wh>nCS~B`kri
z!r$!nn*^U6a*W&j;<)r(6KDCc2?XFE0@tU<UKO!nR~*75$%4R1;>=D~qa7k#=EtJM
zcr)KY7g^EAWy`*i#^{W{pLJGI+b&y;p$@Q~Gkn+($$YRjxoJD=wuVz<hCcIb?|4&(
z&&-EL5vL!gIoNp<YR?IMK%u+z_UE-~3f7RWtUM==&dh2@=Iuj!KoOmgL5qq<j|OM!
zrAf+#GL1s97hhKVkkV}(wNbr`>d$X8a_G3!*m@$&rj+FHfzS4rpRXOB`v*FcbHH!9
z9hZnaLupF4A{XP&?Y%m;naZ`6s{R<uux#7J$t__6&ko8zY~6{={|8;!`Eb#}6qJ|>
zO8MW=wW{gUX{Z9Vp+<UV?zlAWYg%0d+x#hAqA9Pa<?d`)`2)@W;<!4*JfMKE#N2Tq
z|6q_;FtHMY!e;j9&9i}vPpa>dgcpLLg=IcWZ2TXHB08iv(<H)9%NS5%iMn2S($$>b
zdB&++2o~;1%wE{Le+e$O81r-K7tjA@!XxJ@NhhJK`l*OGXt{!#xqVrDue$_oppC$V
zI55?QIwD_!gYp%WTxW)7a8UKaUPeas&}r;K!D@E)`&J_;rI++KCCnFN6&}+}<&%S7
z4=a-$q{2R;m5fMpe?SK^_jaeEU}Qflu?M0}!JjqLk5$IUn`-sr(atoW!_;E_oLpmV
z_QtVOohF61I6aviYb(qkeUP^xR4zi!qg0Lxg~N=|jdw1xuzMpQO(h(Ei1}xVS=8#A
zl!eA~(Q=1px4^^)Aui&{RB@<S1P~s1C-t$z;t3-!aYdL;ICzou3a{*iBOPMEqeKB~
zvuy896Ux~(Deq|GIq?&eWquwJnbUEWe?S*znfmzoV;k)_^(LjVlJ_UWysh`*3ck>^
z89B`0<t0hMV-4661<e(BG$q6vokqPg1}JBIFfLji>~%r|&t?zE9L%at^<_-bShXr5
zAxF}?1pz-_@V@FE)pJ=)l@Cajj9JqEBub|L6h6Yv%<#V^%8Y+ka}j%XqO=)hGFwOb
ztqj_VflR5d?{r&3Lp3sW;lHI(sLu^Q88{Nj|9MOQXTSF{sjx^VqR1pTHQhI{p)Yz$
z;$UiOw21@=%d4CAcC4;WEUs4}JAsns6(II^X<{-z1)zj08-AM$@W9K`>7m+z_B}Z!
z1r``0jehJrNi#k>-c{uXGXelO!Z3)f6pGxdf3inZ171MNf<FjV{XmlxVy`^6%7bE+
z@<qb!LuQe$-7fPODRxCD6Nf<}Q^u1TxL{W|mD0FBIYE!v-%BYTNTqh@a*f}mJ7{H4
zYF9vEqE-}kVIm~ilYE|6I<~zV$ss==FSe2QH|*>B=xF!6QFXSjRjaJV+D#Y%u3w}N
zrE=195(jF#J?;(ZJkh>z2?QkCJ_rya4@ek&zxBQtvu8((x~EngKaf&cBsXR<R))^U
z+n2YO@_OqV`deL0%k`>X)0}aTYnI+-#$mMxjV&44(uDP+fy!7X^guSvb7qG@?pI4=
z@yWvlZ+R7~2&O(}Oq2$32vX$By$0Zt(2k1(DU%xBsAlDLa_y23FKv65^JL#jsV)rB
zRkUH*Kp?|;faPS}&)F!P)44=zriXtk)0Y2R!U_x1uNNfMK0{4RlFG~qrnU_-gquB_
zi9x*YaQiG@eufl1rBjpSjTJcLV?dWpkIBz+_h_4toN<Z;eM?MM***PIo%w{vH>2o<
z*4p9Xh2x-GS_5x+qeSHOg-uxfEEzv$guuK}R2oG7PQpicrtWZNm8C4Qc1BN7#2|KU
z6;&s$2ZE8$Id9MRHz{lGS3kbrjY?3XGZRWbDqJR}hBnJoh=e1`=11kU({m0|qU*kb
zbbiwWB;Qp%JuOqIq^Lxz;CC>NTAdW~?sA)!MyDI7o?Q17?3>C*aOW3I<QK^opc@tJ
z2j=fb7ND04NskFj&xz3NcUiIdHAUu+@3?VbF51jb3~w=NDMsAdoR|EV^N{;m9hryy
z=7ujOqRGB)B~00GjWHWFq7=S`%nin7)fPb+6q@;69*nE94Ml_mm^*?QxEz_!<$G<<
z{RRL#)N0kD>Ei0Yahsg4z!|E$a&J5aFQvzJ=`rwCViyNnLn>^AFhiKdD{S*k)SEW-
z^lHVq3HH=N!v!-6A5qH4NvPT(XjL(t7f`ieSn65uYh_RAONs_%q7&(6X#7a$s-Q;_
zD_@Ktj#a_V%wnf*M)!s3UO?*_{Q7oH`W|%t#o(cb4H=g1v%$;TISqZp8Z0F(8q2yB
zS}#489WEnvuhJ)L^<Lc6A6u4~WYf)9KTZri?uRT^ez|c)kn546LNVI1zE%#r12ae1
zEKRaBEP<IL?BmYsJDitXT+|NmrDQJYjKh`>-hi>7x@(5cG*Y|dEz+1f5yyhIwWGII
z(y3kaBz<E9uZ(RdmvBmBMK;638;!mMB4qIZ6r@$3j?}_mp>3=?Jb<<Ab+jSj6On;I
zBiS%H_5f;u6&r+zKdB=g3W2j=GfJV(A^qeWQTfo(fSf!%-(Hq&z^-!|()~QI91h)q
z%NP-D+5%H|Mw*W+>#spYBfGWl;Ib_}&GKbhv)q^8s~+!=JH~isPEb0uP&$-wZ|ks?
z7+SX9(Ez)iyZKtNWfdGarGv)-apqARkfmru4MYoi*^=yJLJEdL+%Xt)ZFd!gM`e&w
z7zu`NHLIT$lm-tAd{K*O6Hob91L`4;rr;F3U}MXOeU<RRXXC}J2+&~pDdo{52|s$e
z-D-!wxzmuqh_cNY&Jb7}DAs0{Z{Z~EQ)miX_#gc`xvwU6Z{}HhXf@KFiiun5L%MeN
z#{3R*T%V`7D@7x-o{OmbR=Gfe$19T(L8HkW>CX+0(Ubqfa%vzuf*Zqw*4o}K!Hkpv
zkXke&9Z5{UfPKq?XI5QQ$L?c*ZK9XwV|yfyp`A(t@Me)9lJ;{G)C<q<xk`6XJPEWN
zM`Ml^8S7TJE_wk$Gc!;rR34R&6q5$Xa}N$;*c|Z5q_7{2)-(N-7q%X&$1R>+GR#si
z()ndv4R3R!_V_@%(PI&>eNp1~z7)b8<$=vhh0Rt_O!2T>vQtZ=Dd*2A)s^Lg^GViN
zZPAN2@Jc2yNxuzBW#N`6yDB+iAm-@D8#M<=QK@5<kK+n&>uJkf0$1z$7mfXK`GJhK
z9^=A~qN5RD#=`{!>kL$*f+gE>S$d}o{&yZiN<pf8#E2$tE{MZ`S{{m%?fb}p+N~P-
zqn{gx3WtU4YsL9gC!P4MhUBdhz_-fGpI1N1>^X9(G2T<+c}Y_LMwZ<Ds=xbm0&>p<
zvj6t=WBb}+{6jl?b?4@(F*u@bwSfC~nlqy?6dneCWx(Jjasp!+j*WMNwi`VrBobQa
zFo$7me8sgEkF6uF_8a|1*Tw{o6uH3Xq<6uOY5t&njFpQ$WfZv&&>e=N?EgT(|DIU#
z-<2vm{r`UX)BmfTia7YEol5>MU07180@zMXPAdB7gz?>yOtc!wmcbJ<{tT@~?UK?D
zp*s?rOBb4(fD}er)QcPqnJl0{0lOPtpkaz@&B2Y;!G(|85%=G^u*ko3;hemf-CZWm
zk<_AH`%c<k`Jb?Rzuer^rFgQstkMV@kijSa>cSnkebTzaCpR+_kWv9%%<2EG3wIL%
zbzv*8XJGml=Qllo*z_>Pf(%o_V2$nUc2V*}qCQogWji^vMtQ(PX3f?Km_gYtrK3uy
zxg2%S$v?VqjZ(?<%K$#zW)}}Qn1AFiDGI_}&))gRU!Kk^E~Ea@gP&&4yxn_9H!7BH
zz8`+4_0RUap}|4@1?<2^tU)d89(i)g@9J-KU@EUbRfFLF(S^r@Y_HxP!*a3eJAw{@
zx-hSHt&o)eH$={QJ`=>VXy^$zWZM+_kqgDYy0A(qB;kdtRB3;>`IjZ^fJ~Q{yGDZ^
z1MF~WR3ATIUk^L<QMs03K`bH_?Ka5GeH8A_H6?vofviy5s+vZK<~m#@IsV^s{t_gO
z$EEy1NR^OZ(5%U(_W}R|=No||b_|sT+f*hQl%}c!RxOl-#=osi>UAA$3lQj;H-QB!
z<_<lk-n?B!p<}u=qF5FI9q08ZiK)W^Y9B#GbRJ<n3R~y45HTp3y7@D2)<fn|t7XK%
z?l)|sxBH4}0*ePnZu1d<z8tefmXV~cr04~SDlUdj{tN^=!@4OVUAR6JO<D|GQh*Z<
z6D9z;*+1$Nx<F7K4!x#DIND?-g%->Juq>?z?GUV%!;qCP4-=U`2uD-2`BSj&@K+XH
zsD_TnLGly;Md4qID$2X2OWS_Ax1dWgr@l#Evd>lUfd$o-_;Y^EI&hqDdBeT}KvCF^
zPD8I;qlvPywMTsN)vD?CWAKkCy!BtAu$?y~C(|GeS+6_kzBlRjZ72!8@9Tn}i>&Jq
z63yY_MAZKlteQw;NNmXaz=9RHq_r{4$4c>TRaUp0uE|YZWLjm9Sx1U3;?BC&zOrWa
z6zg!5M(Xw$q!sxxrfxsQ9+}17M|henlbK!ILFS&`6zTxb=I---FxXXR!5;@bRA`uc
zX4D71zEO?YSH+;l$t6Y!u^_y{72DU1GY>ZTStnwR<rKzq!T1R_6%BjTq=)*nxT5w&
zH`zbK*2ssWJDaqdtos~B%?6%fBZ(T8d;eOs<CjL(y<g=QYA&qC)e=xW$+RIc5t^dl
z&GJC{@l#sTRX9V?pT@Gp&H)X11N2)cnBa(s*(VPsHfrP^H#|DO>wM2SJA|>YK3MrI
zBx=ZPv7saMJ(l<K`gMf^;6ZTVp(^I|e9gyAsYAWZcVLJt^l;Qt&mGa)TyA7&%PB9e
z$AsflInsBk)*x>-?-pK-nPSWIz#~6@e`spr9b=&S8R*v!6-i^ESVs24T%l|qLTX{U
z_=kCk{Bmk@4!f<hy~H}~!2=4!gv>v`zq)Mzm}2NRFcf>?WrGJk-B!wK)jJXWnTaJ$
zTFv*i_L$;XU5T84Vkt?>Q0bAh#7uFI5PTYrn}nYFfqec{K*c97oaFdM{i7F8j;>8=
z?C7c!(j$8nOY5Zvf_bdIY_Pno)<O@Wd9uJiI1iX^^)9!*lANvWnM9=Fpq{J$qzK!L
zXQxh0ObHZ<w-4>LsXZRo(;A{L3m5fAa=^0B-$;|U(*EM<qo)q|H7>Mf^KOSTJjn3H
z^4L00cQzfG3&H|2+aEark@KdOZmVhJjAV>OSx*LbEm5uLqTq7H-QreAce2Ny549&T
z+&t?DtCJ&Wb&ei^9akC%?K_dQ-o)n6-uFz^GFr?z+;6(Z^>T_iC_f@~``$Eg*@(xz
z43r-!%@|x_qBVtIFtKCaslRb*`z_IQQ8lPbUihvh>usA;655=WmmkM%D{GQ`bdEV6
zQ(wK&uqqT6%O9C3xntiEb44A~HP*7n*DcE7Z3X>aHV>*8j4u_ft3>97wX!5%#cpUD
zS!}#z&Z$-%+v`(O{7eSgY%8SqZ7!LMhHI|(#$z?!rmq~kMx9CDrA`uNyu^#Sjq<8*
zdBCN%T)r(s%Suw`N$EE+y5adp2ZQ0d@E(-bAN*o#Ed$A5A$DeKC4p5K#fz$vc%^p?
z%Q`flKNnG5n^ip*9#vMiPCnlohJZ3AQHkV?pjQ2Mk^-3wdB0)umVUvj2Je$wO}e;I
zQuKa1AlG*!PQC(>sHo!FJ$)(F>tpLr8H--?wQsie9fKTD+S?sf0V3L;0PY&UD9S<+
z05Y(ulVpqFUtTRiKudvsPKC?Q7qnk+JmI!-u;^3Jqk{e)`1RlSK>atrva$W|3*1Z%
zhdFjs-(SFVO`DN`!1EL@&{1^ERQ1(PdA#-h*wcRT4Cd4KSMFNR7+i^TEQ*q>QcJDq
z=x8UNk)f(@&;Asg_%n>8Qk;~Cq!N_iVS55l^?tMO@ewyO5#=*=U8tg($OdqNsyT7L
zzc41s^#dZRj1PAoPvfQO*(@_@8qL@xR0-e6N33T@ip!heSQ2Mu1?T|udF9N&^}dj(
zZcZ$%U;WH4$0X3$i4~xkCq#HOAjL^c3n5(yXoP`XQ|v4S>%z}rnGCz64n{NxS@#$$
zB7f~l?zc)P2U3_Fxm=OJ0(S$Ol6f%{3$dcm1{Np<2V$90I+?z`-o2=rOl!|x?FE)!
z-LMU;oERo+!Wf;S&@qLU-Q`++!;nijYg`+63!JgTCLwA2=;eR@6&PXHnnur*O<RP*
zEz@*np-@OerGZ&yD`qYpn7BEP&nwRijGECU*`|JGt4<@V;zO$;0OU*3yGsTlp^K+d
zYlaCDQS2nE4Z$GwTvsA76@?mu_mGmy(c#~hzxf3r{q-%up^-?9{FiU32IyO&`Im1A
zrh)peZ;2t(tH2+!49`TVEOai0g_6CoNLMLUihzpET(8Z=o3&_e6x(gzQWeuG+q%{X
zoVDN~VDU3K(jrctDF-f<_}0-@!j`AM>5ulp?_U}w<+Ys>VH62yrh<E*v~$dK0+4Lw
za=<pvx$&NH)TbvI*0}G25!aQ>>HuzB!o=$|Ls}rsE3-`{<|-`i<vSvD9%%Q5j+|*t
z!H=J#cyf`XIBIYNjiAB&)yRD7xz+t`Z5bBC)|AI?N}I}(K21?lH8GZFBp(>fnb{Gh
z(m_j~)N3_x<+u;5&K_^BcCfjpJ-|ORX$E9luAjA~sX9lub!_8#Y*kIzE|oNks;}cB
zo=0OosDZiAgtQe6aPQ|lWOQr%yKiX@=vzAYKfWb$pl?aT-A4K|0b4N+Dx*+90)C(L
zco4Btt7a%SwP9=~aK<2@l!W@%y~n?NOIrWsTdHvd`j+&Qe$jNY#<^!yYoE|%kc>%;
zq8~A<%eai4(F1~JguZ%zu7`#wZ;v*O0>Z1-6s-#!0Q5fbmpAl3trRdXmk>~;f$M5Z
zVTO3UFFDo)W%zShG;x9$|M0sdNnNlFi;7H*0^+UGrRG#@oDrUFPCJx%{Ww5?f_xng
zieb~O=Z?S&wcH~2&ME*TQ;DNHXEe;4-Ly}GKjUG9F%8UARi0+>=rIOQhDic8$Qsi!
zB#Yztn%+Fjm_IlWd<b)KtcH)#8ZK_0i*=JU%z^#^m)fzYW}{7*Dp0xbVPt|)I(%Bn
z{TFQ@+J$px^V*$|>0htX#ZpsSr(JPqJ|7hHTu)2iiAF=>UU>%OUe~XDba5V`>*n<b
zTJyU|ikR}*j>ryU1dW~L-DGxSmY?@}lIvT?zk?ppXuA@&hAL!8qijJ%J9=y+NtQw_
zq$6n{J@#`zrIuFCT3dtE8i`rhB=PSj;jfg`dzZhtjz$qBi)8<UciU`M+xan|Q)ybZ
z+j<s_-7BX8y{XM8YSyZON^4?v!`Q<&UmMFCIlOloEdn*_FW#<DEA8e*<@x>ck(GYZ
z-y#<rl?fd-#4_V-P|qquln3OUBA1PG<oAo`9_v`{&<58UP<#)r%>huns1ln`<n!d4
zW0nQQef>C;W8F;6B%OO1aCiEY65PAT3r3s9(jV3g5#=%c_i;h6&vS-Nag>(@uF43{
z0JS!>19yiJVWiLr9*4RnhQD(Q2^+Jh!c7-MTme<EDQC+|_upnEW1v~d4KvA3qGDJF
zq~$9}zo%Z@Z}m~6?Htyp$bAM>9*+bD$HriJwn44X0k{_KKIcra97UzkBrguSY{tp4
ziJKh3R;Ft4%}u0oseVTwZWX&7UAlrKWe4F@&$ok+`>~=j3Bykyfbo9bIIE8YtH3Nw
zLtunv9ChQ#!tt8Y95OnPIF%A?-hK%M0)SYZf^O)IvpXB<lVXau-NzfR&wsX)LJ5!p
z24XT*mL839IX?MDrGHFuL|1fW6N%s(+%kyZ`#c{SOp(#JGE{B2rkX&%rd~nZQ~*z$
z`b{teJdq2SzB$`f(lS}QG1}$%Bwe8{%xt1fOzyZ|I*<ieFXjG`h0WgSi=Ubo&B<$J
zb!QdT=^t^UVvEREoHdTs*J}{@8iD@DvE*VS#IgBSC`??BIqhfRoEXU1ExY<?4zatX
z-Tt%!{lVArXbJY$u>^`tnJV{M;mV=oG;_y`p=lENKdBR_0{@?pnSW6y$Nx<*wZohk
z;?TuAY8~54uHI%$2Z)}coLmD*3le;|L1+^-c|SuNzRyR&%vddsKDn}GvLB^LwrF|V
zkM{{F$<Vm!z_?wca>>yolX&_vpiGh(3y9aKhi}TniP6pi22<yOA%z1>I5=Je5_3zY
z6%-F}fWg!`gQCTr@laz!1D-4qqIE{pAEOZwE5C16+M=;nvG;7ziCdVZ)sGq0zX)$;
zMs-HzV!vMlz<Np*;-w<wOOh4j!J?Sa@MevFj~yBu6iTW6Ae6VY4lvBiLb)pJlg2&a
zDAq2ptTYLBw<)-b4>LV!K{W1Df@KZVfLx@69n4$IHpEG%L=o-s{6H^2`|9KBri9y}
zIjLICB^Lg9wXSaBC;5TG&7C<*SB5QX_Q1^3bB-(hiwV(hSLg5B&Rkit<i=bYR@z}@
z>z9=QezPb>s7VrF2j0))!=$U5JuI`|uU%H^2m}Pt9;2v-ziD<5_DYDNS|jD{c@beE
zMRU?oBF+5zitbQVx}Cfwpm<9);az8?R-ZaV6fux<m}^U{J;<m+d#xrCgT~eq(Dc+F
zeX*$Aw3P=JBW6}|2a#HLrWC6CY$s!s?tY_IOq2;1plHX$uW~d$>T*FY5Mweo_|<4{
zuho8a;k2=tc8kfmX-)$Y?&uUGe6h)Z80soYOlVl#ydFNj6X}+d%xFpeo0K4+WFHkt
z4Yz=>u?}&aeP)=SbV}>Pq(&QhEpfy8?kX|zAFGm+XfTrWRMC*`QiVfuCA<csJ9*10
z{S_LPSAUpYL61)6JSm`dmQ533QJfMHfUTJ)0}@zbtLfhpRoF_Ds{CNhxd0KB+M17t
zD>~5nj2e{+2;0|m8mOPAzyIf>POTYoLE1+F5zq!Nt?$Z}c^Tjc>_0A=J53<!Pc>%Q
zoVszn%)D~oAK%QUO`C~8gK)f?yy-ZtEdao(G<ch&c+aYd`lAxGIS6EnCbc`McAj7o
zf!~CzuvqFzA+$|rSjJTVvTzqqA+>3PN6wsNo_Um$9UHhWSh$^J)@(cnsgelTY~udd
z{BbPJ;iu)(F%gjuZlx@9GvL^vc2-ngAB;_v?OQc#kk7`OOBLXy;OHHM2lr1=TK}gg
zZG<pwI!5=9S9<5ASnZkoB%D>ivre(9+o8#yC`0^JmP}Ju`NPY(trtDF0zjAJTQZvO
ziJY&0@;mBRNC}Sd&gi>6HMcaiH1$Txj~|@lR<r;lccR~=?p;mbXLW`P-Ms~R7FisK
zjhcy=BhAI@R~|w1{6W7+`-AzMFB@EOeri;}ReJcz(!(OolP+Dz&WA<`O@w&H>4-S8
zrBT!VS4Wkm&y0Ps>%C^IFRdV06bl*@-p(?1n~!CiT6vs@bqH+Az29%h(S+((M~+Ql
zW!W`tm)iI>B`#Cjnq_~xiv!C?Bi`^RB*c&0gZJlq6OL_`1xS(+M2*ej3aQc2!isUG
z@zKj6Bco=f`4)FxyRB2yz(B03by*zd?+br_Zz<RBWr2jfm{P-NdNBg$KJHrUnrvUg
z28_-3^^p`d2E4cyqV3;NxzJP;hhDwiFcYrnp$N<_YGm<(#lyhtkZgVw<#kqbzJL{_
z&32JVeW%6_EG-5<Oi+_}4*!9Fz4vO|Vam~Jo?JLKw({)kgdh;WxC3+n&#}l#&eoGi
z|9QMUp<3B73(1G=Whl!H^xR?>)EPxhJCv$%wWdxbb61>?8!yT2Z7R~_d@0+0BaO>V
z|BL6Fywx33$TILEPBrU3P@x4k$!o@(&57!i2gEr>&ELfYWG>0>Y0lSX<T-yHAHYn@
zf~vkaka;XjGw$uZgbv77)f-{$E~q%wvEkTXu&)tQ3(251ehK4plm4PVb5fE@90*TE
z=;-Sfr>_}9M!^bXl5PAvzv@k3V3+4t%w~^XmV8rkjG1}dvFaI_VW~J@)(V^8w1*hK
z_b-!EbfQf1@>1s3Z!g1`>bjWCf{-4)%I371D`TxRpDVlPs4#ztsH}+oU4b$R+CClc
zZV}p~1aqU?sJww7n6VtzsB#LtXtQvS9F(8zT@NWSK_`IF;xIA4iH3b?_|k9y-9Q;z
z#~Sa#G(kz(>_b0Sb{@hYeQpS#a%P)rP4A>tOhHg93HqQU4~1D$Eb4Gvl`QVK_3@_T
zt`Uon&uq|Z&oIHZ8y^U8Q*q*rG%+Wi0{m=qTU@wxa+SPkrC1!h+}}g^xzEhv4-wVQ
z3}x{LQ{WbmVqv_PCus<5Wfq+|z@DppdmPr6y+~D3T~|+EdG7}QueU18t@3BWA9ZM1
z?fSn(7X1qb6TrCC55{mb337!V=1{lI?C;E=iO`BEJ&%c<ZGS!q-vK($9Zqy~BlKhc
z1FimN#rOZhn<Nf&0;3LHJfi{!Xb^ikZx^ZWND{`G8*S|1>-+nUP3@?uth&5Dwuoqn
zI>fTYHwe<8gs2fNxIgo9`NCp7Nnmnd{iOV%=|%=s05FU0hbkp);WzUcIT|_KdpaDr
z03ha-I3*|C&<R0>!_u%gO~&0|Ju!QG4U&h|c(!NS)b6M@QqJ<u?HRE?dA?WW1viRt
z-0G907^m#J-(v8`u^klH5SIjZwJY%3mL-zR?NJy?mX`R7q(dW^VLbtzz=w%Y<;*0|
zlUA|R^$z)m^<5=;+z0a(g$;M(au-&59ftWecLI=ejA&7C+vxrc&{0>47Qk6i>7;Lf
zkNbBT02M2bG<k32N19OtL4hgYVQjThhOTgbZNk|5`?h5!8uIMfuYs7;i?G<;Q{&z<
zSI!)narU+P3;wjm_G8`jTOlmr9|}E{IXp~^f-B$Ih22HpM=fZ>rscr!fW{<n@+Kj*
zqtM<hM8GDgKhk!|O+Ko;YpW5%K{~cIlr@8J$NDKSnF0;{hDbd8H-eHJrhgp~4I_qG
z96FwcHUz?EA<Fm8jpPOY5CC4>tlS9#y~(dq#Gc!~r0P(i$Pfo4RfbdoDi`ykwg;5F
zp%ur2C@zOank?s}4eBMy$H)zMcbEhLPT;+L!FFA|cYF}1-!Ng`6qm${xWq}|x~xDm
zHMpMZ>!7&2PMTbRqSSC~&<d_G`!f!Q=|RhhHn^ymo(r%Nz4MR|5pUu;f)-1s5sc89
z(2CkD6E8^Vfc9YI%+hR-@)Q@rAAuBv&)zMRkS8eJMK(MeiC5AMKl(F4qa_=ln)R95
z1vo+Dwo%_&l`b>(wMS5Xre0=Ex%|XTu7alWymG^%Af;Tpplb{7){uOoGs8{!K)k7`
za0p*~$wYjqR6M3ud?~lk!ftjqsqmzw@MN`c=uP#F7BU+o7N<(kL`uR!(3=OR+}~XD
zj8cLivQ#sp&NH|2+NXR)BjM9;bSXYUNjS16!gZ;@+r)1<Fm^65SR~|ue4Ls;YBbx1
z5Y5Q*1mtIR<uCMu+O|mJWDKsTn<=3kv#kz(Wr%f5s#f1EWjMA}P-qm*IWla}vi6xK
zEy@`TpyVpM2eC}>f>+`+;gh{P%5g`?Mag+lD>*o&j%~;-_)*jJ8kaeAEFCiV0!eYk
zw_y?oPR-;@-q#AT6ryHQ9$zG$HCJv#m6OIr289;!%xB7)bs77&`q~0Yw~Bh9>}QPt
z4NK)n0|T6|aW9HPKVSLA?fqz+5O+$OLl&guwnGA!>D?IaqK%y3>N|BYw}eU{UkNc;
zpR)_T&TzIq#nR5IgPd)wpkr9RN+J|<6eQ<;jm}-hZ-lnrFWC-)4FV5gXC1aBNV83*
zG>+lEQ<(RN^oj|ZOz!mHwZSz^I<j(a8J@lNC2O<7&>v{)O!ry4&z$>9sk?V)RW`jA
zWk}Ux!P{FGD^jP)wVqB1!cS98CBpFtaa^<y9T5O-BIlRj|C+B!X7^r49>UG{d8i?^
zwsnFQ=!H(fUkDXcDF&LvfEBCgRy3tvC_VT~c6?2B-<<D}yIaSm6(RcBP5PKH`>Xcm
zfZ`d&fozYW9*fiX(3`+IUH@CJ!y4V|l<umoJe?Fb3tx^9#gSyPx0ve9$yxsXp)p2$
zmGR2Gu>-`vs5J&M>M!1UAS>19L*$??)xeZ-q^dE~D=EFT#RkH4Qf@34^p3X(orRUo
zxfia*L$S3Dk?j)j*`EGBc=5_uqMvikb;|<wSh?7gqEg6Aj&7YhwKw>s#%vRE{8QJ}
zkBuVv4PdbirZEF}P*Yw?ENlxQoWMl@vdsdIYMpWK_MKwo7zDG7k+2~dem(<&4a!rJ
z+awH$bzAb5`$pf61t8bTz>HO}0onMu_B|yDPis!UL_(hg^wNH-uPS0?GX+KN+n{#3
zw*CHnhpobPN;^OXtXYjc_?3shQSFU(wo>NMX)E{KR13D=<N|9}#bPT%M<8x}vS&8L
zs7j0MW>bf_YyJ<h)+8+;?51P>2GBTTT1ZRF&OI4-05)Qn3u=(JvY7;TebWC7*mxuh
zQJL5&$nNUpstbcXAb<nZ-{^Bk_;VNZL;M!!Z<W1GpL`K%UUNA3HJj%cv%e2I47r{^
z;!NUt_}A+bk>5$-iKL5|_6`KZsi^S6nwcY-0Y`HRfulKSn^T%}DQn8E2iMxQ9MVx+
z{KRz9k@Nb6=)?^sD5ZJ=60iIkQ=XV5)(>dFighkw@h1U=N&6^BUqms+QxjD)zg1A>
z*9C1yUhNrnCF<t5`K^*mLlD`;M;-`_RJr^ozwk?nmRCNoxNt=@o=175OW~`C>mbjK
zy~Qs6NByn;K&}5t>}6;9znD$^ORfJkoBD@ZlNS=CW?36O!X0vr$W%ll4AiZ>z41T!
zXNU~}iW<m)tyJVs_;`3%JY0N`P|x9zoLF(G`jph$p}OBlg8J!cIa-5&V((nS3{dZ_
zV~Zywt6@#gzo8SOhsBDQw2b6GP(7S`T)@gQl$yKJZ=~&2{t0`e^R)BNjE&r%8Jqe)
zy;O+~yf@+8KfTnZKQlIFN`CUxUqt5yhK(F(Yd%Gh7^4@W9Rds10{PzhSb{kDvMfWg
zD80Oy_k59yZv!d<fQM`f%S!l;gTNqQ;A9a%E9n2B?5%?8P`7PeG<cBU?(S~E-QC^Y
zA-G#`3GVLhmf-I01b24`a0kg;bM1ZhyyvW4e<}~87{wDUz4g|<9)gmK2`0IT8!Smd
zGfZwqspR_fC=`GB_!u~RdG6!w`nqBnLo)dA_}sL)H5Q1(I8Ns7$)>p@;~Aq-CbSIl
z-ndD-b$5Y~jS9yn+3<u%>$`{A-rjN%xOL@BlbLN+YtofXX@s@OURWi}0So5g4EK3&
z+<fZ*^{@wQR=@9oFhG_1GE8A-_`PTnGP8+wHs@%qllkMDRM(UvBkBm04SbU*FBZAD
ztMRixetvOpGtC)cCRP`F^@Ror-d6@xR=MHL>6f<pQ!eILJQY<ONi9--7jE)+S5$)h
zEFbk%NPb3c$(8xXQ-P=iO%YSTsL({-dw1_NC#&pTq^PD%TP*aQ8Z-dq#kTP~`VH9S
z-A^)q9F#z6{>)D9N(ganPIidpuR%7bisPn_l>caTfMXiTr5a#xp^^k%dA^FbjEyll
zt}xR99&R`81Zb@G9Rv2OYggq|_?A3}nSZQblSq|DN~@s*W{0(-Eg0sfP!amQP6y;Z
zWa!SX<Pax!M)sqfLq<f_s*(4KrpiRV`O1k+j1_p1_m@-VkA%fk(9!eeZ5HiWobT4}
z{Bi}GM$6gh4Vo*&=Oy)~QxhF4?&HS9+eM<|W$I&0mScI=V;Az{JNDxmiTMVtc^2z=
z!`EZ)PwXRNQn0HFk^HYJ>)4UwzmheceDd<<W#E%d0{K@ksV?@t&{G&}7!c=S{AxPT
zNZxCzWsu2@W3*vPNQBO{A6(o`N$Hz+L$MAxsW65?NGDk9exyCLUn<TW9b11_6Ut3I
z1T=2gu5al@T2v4uutD=yyVGf1dW$8{r2%gZJTK6(Li;;jR1JPqSt;Rw5YlGDW7X2|
z>z77A&9dixoth^q0hvUkamkEu?IeI9bnAoGWT^)7P(F4AnT}HJt|+=mU7it<-)5KC
zt>)XZQ$%#4PH07VQW<!Ags?q^aO_Jxw0fqz?|q!3ZAKNznGRT}em0lHXdH&BS>#yx
z%m~>t`f+G-JUTM^=SM;p>4xuS=m$`cpdTbAZlCYX)hx62-s?9YEoB+h!-Ee=xN3_2
zEPf{BV0|W4N$>TW4~U+;b%6Sf4xoOc%x)JTsb|>*K|ShR%e?xmZaGpa1z4xL#U^nv
z^l7&t?6s#IFEvR|1j90ABTu!Jtz`U6k3#Yc{e%eWy9rgP!SpZ`6>^njdmH1+19roF
zyzv7{al*RBiOTS}CS=U!rn&))1sdzRx}o>y=uTks&{!480}qp8zWh9((yG(c<xkOz
z%v>zd`Q2gVb!KkMM7e@s@3bRzq-AACXEj8z#BX)rC&dh7Kc;zC3@WU7*ToGgY`qr!
zK~L;c9(a#nj72>UWC<MME#aI2KE*a>TL!J{Ec~N`OI^wWv$m@J;Z^D4YUMdF1^KrB
z6Ok`+>sb^SaSZA2#{&{GFLVS-K?bA%T#8<;LTp|Wf!y)aKd@{>z2+pw*-n(pAweS?
z{4=y_SL(NECm^C1hvb8&P<TCTXMNe|>T1)FuDX61JZ==HIlc*&!05}sLS7`d1le<w
zvfa-{vtToMRzV7&*RTl`TT+Oo23s>x>~jo+GA*FYO@0g6;_w&9>~W2u(2%H`L9Xi^
z$z#{94+M01B286?^yuD_ns@2He(zupg$?y3<k2DyRcQE3mE;vS*oGlLicWoxq`x;d
z-m1&*L#VdMnraX3Hnl}V?$F?`!g`@CFlkuK)X@wM8i8_dFQls)*+8x`%>H#8vo(9T
ziPxlNkwUnL+(oLvTL{^RrDi;3SQk8Ur^oML)gXWh)ZZHbtfI03uV;mz2T({~miH>o
z@tnh>p*zKbWN<N89;sRwqvE%e=3AlMQS0i2@pP7UH*_lvJ}&s^(cz<Kzesq0Kv@>H
zv9OTtC36Qfm$8}<k^#F&yAL^@r1A4pGWCO{3dae3bN;p3vz}eT+&yR#I+!Xz{k5c}
zbz83!0bJ8MCsT5tK{`+v7gv;Q`A1NB=n)0A#L3&hZbm!Fk3M>y8U}0GEOTg#PtY>5
z8Xn%AoId0_tu!r1b;wHm#=vDP)HKK5Nx3!p=s#oUZbBob`Q)Y_Zax_Q)GU8Ig}TqP
zdp!Mmp$$U9XYug%yer!`G0b#VD_P|O94@IV{yznoh5jEbWOl~?+(P~nFaCSheV&pm
zbYqq#P5CX!az-R7qTg^vB$!@q0IUx3I6@rBs~q#>QFLV7@HOxYB2;3GM<H}K1_O%!
zbK3nfG!#A+UpJMf+kh`1e@sngiuV->8AHS3D4oa@ZD;Lai6YCW`^x^i+QjypC(6u^
z!pD%uotLGu)OQnkGCWo*m6GP>fYzUIVnQTKR1WUV?a#DZ=ZRcfprpi4Bpnn|&+*9a
zu6g`lr(HsqWo@OpOvfXZ>5AXeZoLj8qV;FAZe}TAL&4@Cy$S(CEsIm}{+trVn%j6?
zQiX`D*So8odtL&On#=25-kJ6bb*mqz=`3lP>5^k?$G2N9-Ak^xnzC%V+kL-|g$6Hw
zy^p+&$<m{)-)%k$rLbxpg8>d+8Y2g>bTyr?GdcLxs$N9gME%m99sN4l`Y<*am)<=G
zhtUl<0x8@)`(;Q^i2bOYTv*75O=?d|v4^IMPcei-1O3%=q27!sS{yZ=SB_twRHv8O
zgtmwwl4qnU0N%FnedPT%=O2y96N@Bhwgdd(^a&+?c7*6<xcX+c#=9?U4~bP@z??Q$
zSMt6i6Y_KB1Z4<v3R>E<ZPInxFUpXWMeC}b?4128AnBR(a$@~RLl%Q2@zMggIG#_l
z?)+h;c>;i$H)f1NMc*ybUv0b_L{yYWwBUNR!H1Gw1X{D;*5c4zL`1!f+Y)B*2r%xx
z10(7zRE~{{x}zdg$dcebWyMTsI>8D7jO2V|67@~2O0H{S6g3@8yDl@};6Z?q+>?<1
z4RKVWp-kd17m)H(I9{aOE1;!h5dT_Q^^JjwIpWX1%rsIx<&S{l4HXkLRanwkTAI!L
z{8&_vvv6k>l4vctT<FrAM^kY+^YMqS3nrYZQ7U7|hUSlbmL}x_E)1@*$su!wQ<c7r
zdfz5`NT4SD18Nqv{g6(kPt)6tR4@d|uOXXtF@!<g2Hk5br+E@2gqP%Hz$Mp}K^0K<
zLYyZeLgK23!0xT;o+Sadt<90zUacv6ZU)vV<AozjCM{<W<@F!9!a{(`Z<_JQz1j3I
zV80oJYZi9E@_JJb_aE|98;!(m2FH7a*9LKpvQUH<kO|n$J$1~O;q_aXMwym7?*XG9
zmve;Gu#h^_&vOU~BvVZGjRdN3hVO8v*!g9=B|VN|>I=j+sDB2sRSpG<T6LF<QtM<x
z;WbVD>>cr=o%h$`kL!#JqENjr;Rkq{<JiGOkWh7}XKD037V%yJ`3iO*XIf{2=%i`^
zu9!{4<<`%Ui*n2cJ!~_(H-zJXl%9M3kv>NkysbMjXH^a%$M^!R+uUT>g?_xOr6RLr
zd{ogK#gY>pI?P);j2#)?YU4%57i>SQQ4J8ab!mBQISu&qKRZLx->Wor2tsjM@X0YI
zxL6B9vIqJKLOvJ<`C?<ok_P#1(Fda{G>a2ta~pZYxqh4ToptLp5v&&qWSC7xs+s6E
z-#(%I@x8Q>WW)shK_5eA{;JKllwgq;Og?DNocj#xdQ-JnUjI%s@Ypwo;A(~Fs%-as
zhvuHJ=+}>!x(}H$4(`Jp1R(a&^&}h{QmWy{V-AvI&JCd2+M{f2$6UTp*3?`M1Jvm`
z5p2$_OlDL8!7p4Jk(mClUPkSG9dt6p(J)xVc_0}aqub21*UFgj0Q0#0sXDnzV|x}$
zqe$Kz0epshj-`Eq{B+~-j2s+80GmT1QQq6h&J@9(A!gLzs32svuWl>+@WjQwq16!K
z?(B!HEu!5f7~UOf&$_{)rYD3)IK<cCyH?Rt8yJhxgU-}0ftpM^@W!6a%iWYdhtw!%
zz`lb#P!-taQptAiatme%c9*(&SYcN}eqUfwga(MQ#Ehe%cmO=_Qh#M1F+o^81zCML
zVDqQVV6krA#nec8ys2t+tH~D%mX)y6>SdTx0hw||v!|O{?zMKQFY8&)$ou@!xh+M@
zM=xepA28vWan0J{BU50z_;HIAlw<akPg`*B@+IzZ(i`rT)HV9mt#Q6o3rHSS5a23(
zI$BqvD#H_DnUZX%SoAKPWBHsyJFi+c*A#2wp8%q10&3iQ(cKOB15|gu6BMLfoe<7Z
zR<Y+@tu8DaW_k|XSo@@}7vG@=_|YIVwP%X@h6X-2T7<b9hxSxEGU-`&F8el|qgw82
zj5mh2WLa>QoA}t40_N?!)T4rB6)WDkqf{QasxYnHM-vpCw+GVI^uiCZpP4DMa9~6H
z1<^V2&we<NH@`@YOaAJ)xu$Lh71O>A(o^jk3h!6P_cdv!RO{X@%j)~$wwm22&?(Y@
zb_#!OLG~39aVZh;s}O3sQG+dfOXo7;ZS;BfOwrXg7hyrpJh@op26F-)%V)|BkXdVy
z7Z?mV`K5mlU8a8!UAF(l-d6MX6#V^IHJj~_5A1nbvQYg<ob;5rQ8v;so8-?JZ0_yN
zYxhY!HjMabQVO8B#EBtIKfTU@5ilO5&|A=Ja`XS?FLwj{Wj8)ckCENJgTC8?rGNR$
z$Fcx_8Tz-se2no(@9o@27W>;@jys`HH{RvFykbr9Z1>jG7u3wdHera9R7|A6JC)Yk
zxxGCYfh^zTrBg#lrz9D2;((r0pe*f-E$j}^5a5YiS0y#>ri2Ugcf=xxIZYoVwYDu4
zo8Y*`+?8=RDZXco*I|quawiHb`5M+0YzNb=5!B^6yBr@HplDn>MYsOzaixt7KYQ`v
z+?64#&rgWefsLjNzO_9z)s`*oaXYZiJ}xq<X`?n|XGLhx{)+yurER*^5$WJaszOHg
zs9A1AZuepK96TOIO3o>b6JZC@TjA#<A+wC{Ottu`at@Kf^kL-GAJ66pFe4yEGtfA`
zO3kpuaxBc+N$MFK!A^krbkJ##GEIb$Q@sj61hKG>43|3~ni?0@?Rrga3Ub$M4_L3$
z926IRqR{6inm{nqty0Tezn`U=nXUWo9z^E|l~SEuKX#j1cD^QbV9!W{5~niW*s^{W
z7qaUP)lf4a69oRTg*#xzKsxc;&$SCd_Vj$rk8l#YknY+s^~dBSh5R%X!A=S%>rw|@
z6zPmgT|EIwhU2k$({5*}RnUAyK{O*4O<QgfBJy>gEs#P>iF!h7O_%Z-ER|A>t9o!F
z`-#7>AnL|Uc`$-V@jIp?lVJW7(E`!dEG0&<W74KL)(*cnpDa}b8m*<AW88qFSr5;d
zSw-MxHWvJ1++lgi0~aw@a%xgGp_8&(seB+?%`fRZo8G3ODuv5p8m@7J$l{F3l7QJj
zkHrEWmWm`wqwzI0H9WO6Qe)O<q0&DaLpr6$BRK;2*s54I$#6=pysS1aUy3Qg!7+ih
zUiqo%VjTww?55FAP!cZv7xqp>;7w>FBgxjsPlx^E-@=fg&jPYfW%LV(<$dLq`19st
zf+7Mv2yx;Nk_5{JC$BBI-ZX^go|%IyczJtAjDhRjI3m$zP7P)vE2l97`-}Kg4^a|M
zxDGTx%)=@eE#DsTojYS`u`&Fmsq)WMgf6uj&y-K#p7nuM?m!ly@f(239T!3MgM87>
zVLS_FU|H$NwD9)<jUKCNezCH~GBO}dV}gv6Bqzxz$m8RP4g5GBpQs=09^3X$J04ik
zd>|ZeZjHO6@|7Tn(iImFU+EuWPY4MU{E-kE^Uqtn{McdB%<`WP1vuJikQ=Nw@h%B7
zjU{tdIUKwCf7GJ`DLRzz&bZmg<C>8#DY|v*lYl9mG!^w{$^zB3=S1ued$3iV#$5v%
zJ=(<f-)|*xk0b5!pW7ajtVce|smbCrCKX+;jLHWtC^02*5(X^5a}3Ai!Ey{or{$%i
z^%3Iw_F^aHIpvy31f}V4Ncf4$gU4u0ELgEe5_Y2pj$#|?2KDp<EaM-vj`6}?M6PX+
z5SAl?p`|#4x)YH2T70jZju4+>xj$y|JbGgzW1`M_ZR3;H6xw1VXF6DIgHKbFII{dg
ztlGO@=^N)sV_d8-8M@PV>|~bhQqoVQlod_c+Zoc73UIM@PYw2vO*pm094hWK@~i5m
zA1b9Ej#Q%dXw4ui3(nzGeC(Ez?bg#TqzoBIKD-&aA44|dOU^W@g@wIkiSPOlL|~-u
zG&^TmqR#D=UZo0AZg=%dJ4GMpHe%9_g<cB|Ruz<YYL4$S6<|xd<t@<E6N{S9gn$$?
zf`ZRJo1b)dEv$u2)8}Rey`<gw<3vw?&f!#sP>=(LQaF%~Fa)7-9x6ti9-yb4476%F
zMRY_~)`EsQ`O3?n^T2&Mxla-OrnZUc?HYmyVT&9~#R5&jR&>SCEN(^LmXf|aB93Sy
zM*Ey@WkASGUuJ6XXl;B%|EzcOhL@N2RYj@UUg>fh^<Ta*+Cru%kmmXex7MeO=0>6w
zI7?+2y6t!8*b8r3Dn<c6npMfo2Ri@K&WOf`hrSK7(+a3gv5VRm!d(4SE>4lA`&<s|
z+#?|BL*r^nUKraK&@|;u(Hv3G_s`Ue&**&rOe<v>-NJnW(R_<Z!cg|)&(Ch7mno@u
zj19o6AMChD6seByk5EO)j8l3<xS~&kY2nC%>IVc=0iST7kTKZ+_yldhCj?_1-a52s
z2Wjq|6DH5hLgKPxdQ)%%EduHBPO31me}2_3H{B!?n@zwYX<*UPnUw(scIYod*1gd3
zhVF%Pr#hJ}zRP{2k=uo32#751jRZ-j&W>09?y?2)N?e-t9N1R;%MtIlt|E+mFBn|O
z+U4b+mR@{<x3nrE_y<{K{U=#v|6e4D|9e#yFw2t4D9AF3uPlD=<CsMHR6-=tXk3u;
z`a}!#U6`_QCuNr61S6o=utp65?+gDlm=`}-MwD2}|FoCuW~PSv4wh{HvX{dr{<fFV
zm~QNU9i_`46&|wdTGiTps}OinP1QAymqoM1vJk5X^wU8u(o!z@lO^_IXvF|zi6tdb
z(E9}Jn8!qE(;WT4&4?N5@M#2pXNi#tgTTH<D4Y^AnZv^T&JxQ~G$KvA-w5ejI-`Fk
zqmH<ZW0(VEi2+p|1nMBm-&GyCNkCQSX(yWP#}D5-{|H^JG1L)bPI%Mvx1sK?HsMSg
zRv0o4$npjPYjx8kt!bLsjx;$&+SH;I+fDpuR(;R(HJM^uS+tq2n5JoWqsZnX^TGPL
z#7Gi)w1G@_1F~Ra*(Wr~VVVK2cPx&*`8WGuG*cXl-$?=}{J^xBq^`UeAq_rYjX)#n
zgJ=l;!8oN1$W25)-<}P2$C!)7#Q*@tU|K14F~Ot8nA3W-zm`)jSThbT*BXoWq-GhR
z_UQ}4@aQwO>--@JqnW8<7fTJtpsCUw&_8L(;*X>?RIj%|#cx|_EcKX<HwG>3Em?mb
z@3PpjnbeWtABLB!ZzrS@uinwO@21>Q6F($g!!LFY^PG!CBjry8#EI=yvM2zivRVl(
zOk#)T)8zi3o((n2nxZM>Z&UdlgDBCuE3V2nZFQ)j#8QUYp&Tzl$A#kZCr|9^FM>A-
zxd@(^S1gs|YbeNp-$WK}_#s@1b=qa_%JZn)0!*%c_)4YFdFHC!ij#)azcqLAeTfUm
z8Y}+2#C1E*=Iz1$Yl&<8XNij|zF;E0Q2f5c{lX^>XzWKT$5rmeRhq}+UQawr|D*;L
zVzfKsB=Y4vy?WVIL;bd(tQ-s46MC_n{tRQi`<7VNMCxbQ<br8Yt{003G9G9T)1-G6
zl>8zPJat%LN2>SOnX$?pD4r0CBqAOl(!oY;r&uh!>dQzNlK}3TX^W<tCf9NIrTR8$
zg?U1991tkhmT4Lpqt|Lt(bK$xwA)3sxjo{tt6)Ex8Wwzfi!Mea5=8%cpQ@8PuPWrG
zm2hTs!t8;r`#90P@FB+i!2%YH&n`#|{7Vi<l`Cek8*2_M_G{JB>4#j<tOo7RAeKQN
zn5(zBZDclIEi~PAyRB~?9Umk^0-{3hJ3cwFBRajM!%k3>eAuF!)D$b%ce#TiK*(MM
z#`w@VOtD&rAHhTG;5UU3TG};tuR8P^8q+}7eSgT95d@PHmO??at?Paw3pH=^9k<*u
z`jjuYdSEFEBNCir-UZ=Q9R{f04)Lhl<s7x*p;_#Fy39BcRbJO+fi_Ut>9g*tm4`pC
z2_MDe_2!ey%O?|(#NG#GvGT}Q@f+D(pR1i;pF|GqFYy3=u_4S`ATF3ZozPM@mwt#V
z8A)W^hbZ^^xz5k}&<q7XUDOfo5>|}TE3c28cN3{s2!75@pBC>vyHdgx-Y~ch*Y^f5
zHm9Jn&1{)0&n!zlAO6|U()2ck@{<!=bxq$NTG)4J&ttDC(H>ePTHCUDARK+ukM@^C
zZ_S?~iKI1m63>%-+NRLhE{@K{US*@<Lje_}V@R!#2-I=l@1B|?)O4=qY-Upt02st1
zKFGzbY-DQx;!H$`SVZRW6jP#?`o&rX(4a)#*O(mM*wpBp5)_is4@L7!Sui(pi(E0p
zMaOzZ?3{;>XwR~+PX};<2h5_%1D_dQLZ1v7q$Ex#&vZvRJ*P$aY_=?y?t3YIBbWMG
zN8Wqgj^I3$Y%>R9l89+>bT3Civ}pJC>&gU-Ckp_&&my7OJClzeF~b$ytYhO4u9~Mm
z>Tiar5f`+XsHW-Z-bGGmuch1XBkFfM<bLDK=W<ScxI@J%A<BDyZ`ToL?i%7P5%K+;
zXMTV8aXbP5v10UvMf?Ro$X5*zD^8?k1;mP<#S}r#!07jd^f5NjBJABGX0n9Rzr!>b
z5RlzU;F_eOCd+%+7NX3-8)D)a0hYVT<^X&5$!o;J)%?r@J2)au7B{2*AYYj5l!DV-
zABF6e5qB>o&{=A!!wmpWj4(BbF$MU~nSc%Lq0W@n{-evTPTMcq`H0>y`J&ieN&_0e
zI~~%4LnRKuGqe2aL4ucdRQK}Tziwu}5noP5eG^!)X9ni2hFe)qlkXt7z<8}{7b`8y
z4@(>_3P~38r#R*tf-j?*T=}DLyT>;zPsC_;RW&MLg`T87?r*$QI>SlYb}uj*&26{;
zQ$$(+$q;5^{Le*H^S6lpYc@R>rAy(IVHzWz>35;~J)A0(g&3;852pzELJHsV7Wx!P
znLd0SINQ=Z2>~Z&xC)}bDjXP&bJ$HGj<6`;fF{dN+ySmQrBStYM`P<i`(eQ!m^-g7
zW5e@_gq*T|c9uibMr6nE?J5->N#D(fRo&#0B5mO6+{q;gj%TgCA~~l*{-Z|3&UE?6
zYSbMm`qfk6eFMbIMOG3iq)bAb5&LnF1qF(7wV2{20S!@>2OgzFO0|Sw?$6Z^Ljqi6
zxzl%r!zb^N;?>bijH8aox+JOImUU=-3&lRY-*#}f9yh=a?$$41w7=;)_tDXL0RaxX
zeUq4Z<c*&)$|OP+wN<Kn>MYYNd9-Lr=l;lkY$`9%`h<&Ddk#wQywu~n@@mJ3o$TFM
z-j+jd*~vL7;|>^4(_4H`24o{5Cht%Izi<YBxJ_UnVip21Gm<QHwvfI@isvD=?<f#|
zkEcPQkS^B!>6RAwU^<2UhwSGID@@^vdo^MPmk^xf)IIXlhP%v>#(`EYc=(=T5RGrm
zl&#>Q7BTOMV$o4kEM;oB0a?KWbBn%`V!~uN&{8$&X|!V0pB-3`YZJki>{r86rF_=u
zpGQ%deEV^~bO#N_jN|H?x8N_tA*@3R38m-j`QaZ@@mH}CpD&LDnTw5-F>p}~v&p2~
zF}CA33;GIbPIS>uXkVkKi9rdD)Gk+e;>PJrTgj$^#2pRN8>~650Y+1WsoFVxNfE)J
zX4XE->1RH7HS5lZ_*$WW-tKt(`9w-_@NP-fVfTeAFLXU;XswpYE#&e6Ho=j52QwaG
zl>|XHz-0Q!0~<V7U|m1gpjscHN%n%lV^$)Q+FIsZaFt&|W8Ot%Zji{#FRc+Fo%%^4
zl}ScJPCRvxMA|GK^<m%?0nCWc^y7KZSNv!70y-me#KxEY=lN{?mV>>=4aQ(LPoNKI
zQhY#-Jf=~(6GCFLDOW8B;W50yd<0<Az-f%LOM<ZKlH^bnCG-l%h2YV?UimYNLdyB7
zh!{8SERQP2^Ut1Wnx1ZArgd>v;SR|%A!UaSY&{Z|#c}(3YJfgGj1Oeb7R}9I(&}5Z
zDII6#sq39wX2q=SoHTs4e1I!YibzePY@z&luQ;<tP6jHbbJSC{9P@ZeyOBI+#EvV=
zPmq?ErW5_I0em_Qsabvs34P)Z)ZfBBeM``uUM8u)NpTTBz7(fQdPGs}{`}H41{@%m
zzd{1`U4XrnTbt`^9b5Z+;*&owzkwcq2GjG*Jxi{O?ln(FVcy`{F%}K2+FKE7Yp}#w
zjJ~5$=U($#3=>4@LJO?^j{W2Z0;ECc5U-vvMY=ZRd8)+rfhaPVi*;#>1y$k4<aOz~
z`sRcoz+}4kcs3AURhBq{q5oNE<a&`RJ*Qm%jArI!SMt|xTZc>Ym30;P+Ir>@OC<MT
z#u1Bt53NifLv{v8@Q7U%yVmF#+VPE%2JhvXbPvt)2?bt8PwTX(^7h@;RM)VkCm6<_
zIflmrq(nXMlBk}nZD>p)w07qOPloK7>P)0h;_*dFbnRTv71Tm{Pw_O1a@w847~uP~
z0$dJdo#5^>CHiHZB8`x_SOpPMrWuynorWuvsCm|;Yu$R}x#}LLrA-;CofPM~y;hw7
zKPVeGMta5(X*hRU))8rd@^H+6x@hEW0(`c};e~x|GVf-P;{jc}oZ^opw2vz5Ti^j-
zF9O;p89_k>_1p$y%IQq(7*Yy%OIT<UJr`L(DjC32n>_7Akph$vY2m38aytbeHIKoV
zhuzdN_p=5Iifb?9szi;~)sWp1`rVc7?2C(e@-F*qnPh0ulGR8^sC!9KT4-kOKvF8y
zsU{-5SZL$A>@oIv&ucS!ka8SB;9b8I9iB0-WfW!&n76tyB_h|PEBUts(bo$Z*oMNd
zHuAQhtVM6L*2J%{8hlaIoSQCls?{3Z=PhLUWI|Eh_w%BJQ{&jIBCo+z(o&e3EKP4+
z+EPW{W_G<^#fdj+en&=QC3H>NQdv@Wm#pG*9E)%VW3RX#1*gifT7_Z5ep-2-nha}K
zd)gfHR#Hlbdc}b^c3DYAc_U(5+FWVkcWAWZ@Fgo2_@rH4Vz#1^;5xn7bA`sJRZa&F
zm!071Zx122hbi#k^A$d?lk;}UFGA>n<lAJ~sq(l#ATr+$d;uX~_MzRRt4LiOD-pDl
zSgV6PK%NBJH~~+^&hIDEoGxl$_{CNd_~pvM;E38~g*D2GE^=1!5vkV;gf!zz*FOm1
zKbo|xEdMch3BY~$!~wwQzoIOsdBsdV*RbJRp+cA94@KG~FM{4B4#=D&@9x`LGTTlh
z_u8XWhbraN;8vXB-jYR9!wc&o2=5bV6b6cmg69f}_u<!Qk^8aAE$cei^SIlyxZfph
zg-RNf>mM93#ijEFBZaA1PR+r3VP|RALhS`d*7dQ%sUA}1zY#A<b3QuV7UsNjmkxws
zNSzYiGr)d?Rh1%Nh~(g2)k;82g(Un6mj+E?2)=?vB5!`oFF3e95X@5q*f038OeXC{
zmF2rRGq1V9w-Ja%_!SjJsqCiyxBgdp$1MA;#{aIRCjDJYy}xdnn9vCT5+9goD(i)T
zJUx;zZyV}skh5x9qdg;wh?<#XUGjoKJ8XhN+je5oH{sTnB6Cl-Sz*f-)1+<COZuye
zTJ)!j%JviS-(6HYG(Z>i!tQq$6&>Thc2UP@!Z8$um;!#jA{8g4y;y8i>oLGUeH`*A
z#@GKfCV<J9BrX;(P^)>~CC$jN{j4oN=25(hNWjc+2I+X00Zmx!o~l?vD8oBfg3y=h
zuc%M&SH4;jbiOXrj9D}@jP>3{W&hJf<pFe2*Zo5ges@u^sl*ZH5quHM|7REV!!}qI
z?|T<DR3r;L=d=gwuP*A#0S-ZP$+Stsm3x>-vu0Eqh+SQQt^8cM#f?f|q|P1X$<Tol
zqixEcE-Ea?#lO0!KxOY;RLDPF)Ct9NWh%dK$|`5ZDr_{oNzz4qk$T_BnJZ=hgXQ&q
zXXsDZ!T+xr`gP|K(E1S*6M+A($pJz^xj=#PDVB~Y@b${CJ{TP=P`<0_4swGCaQxn|
zYz$~oa)%BCchxcc4*m!+A1mYNRaXWOO5)^lA=%VsxzxL~?LeT)^sZpFc7ZdJ+WHnq
z6>P7UEMJV{jnu`L2s21W4sBX+M9Sz>&3a^gRW|h!7ovsA!vFM9VKvHrb+qs1kyF0n
zAzSMeh2+j7?L&l3)6XCykj!-UheK^w=f9=eG*-V()VY*>LQuvOlNC^cYg!y^R*Mvh
z6nd#Z13>fvz0`@Z|JF<8aV5CH_d<H_rB=B9-Anxg(O)M4K=iY<e?#<rZtPNjL-h4_
zk4NR3LgXcxVHk;-+52mBg2ChLEkpD7N;Ea&*dYuzx`a%jH#)TIUCP34cv{p8#cN>V
z*PCGU``a?;&RjmHF|7J4WbXrVzT>v56uIPb{@r$VXBWRzq>Ud>NCh6x*-C!rd}Z!K
z@II9u{}u8rWWTGYh*Fm>_gX||W9M=s@D3iyBL2Ta^l=FiPo-1R3N|+X-?dbW_gZSw
z-?dcA|5i)&KMWHN6Z!pKUBl+tkMfGM`Q)KW)#y8V%~~lD0mLLYRkm=axvrz1DlSmU
zd)V?@#B#R~iLU?0=x9Md=fB(U<3WzKPh>iD<6WbJgI}0q7ca{%WddhUh{W{!T_g6c
z7HNZ$e6F8Ckmx5M)dyF{=JBafBi$7b%~unD(w2$tyf_6+j*#r#sq{xU;L$g^2+m_I
z=5ruciI|v)=lP5>Ur`<@V%iY-M$u5kGYha0Ut!4pM2V{Yf9UzU?GL&3I+a;(*niXW
z2@8n;&j(!U%YtTegwZPGE-rvk_%C?=3ILv;6A7OS$OB0M@<4yV^JQ6R^cj7zL|Go!
ztB46_-=DWiF^XTru^3=(j16SE*8|Lr(T1t$f6tA3ZSS?2$BiL-qn8)tOKNLwNvw(K
z*BeuF4^(r4FngT-9&Sa1fe7AYQ{mffS5gQ!m2jLrb;X&a*YZ8i5f>_-*Q++Qx-hfx
zb`hC_W`%I7hGvE51QiQ}2awk;Naxu{eao^1lN%JR^d?paV5jAwbOvhA$k-p{{^rFr
zn}?C)18uftW>z#GoPMU_kmSH##Ix!QcCiPd*?y1h_9@b8k0op$<&%uT^uDbUc&yv<
z{eDz?%=?u`Pw5{-^PenOb|%*USTq4~qFHu;XaZmkO(_9E8n&lF8jxv0{-q=U*|Z}K
z9-ZeFAniGu*hn;fWVxe{Mg|Ycp~O6%vS=ufU8@}%H0>UI4DI{o{|D>q`%ZJX@-0|<
zKR$z|nrG@mDbt+akBP6E6}p4W^i6J7L$cClC<JhPMheMBuRXb<?t)4)_$JHAK3<wf
zr=z4KCn6EmV+tgYc1A1uj8JK3ZVs^8RPK30Q2xnRfNa!?{%A!&oKPH_yP8uU;fdK%
z<viRR3r*qx^cT&+1#M0Qo-d=j9`iTXSA-57-mqg&i!C@Tk_9-xKj9|wvPdC{*f&)I
zN8{~wU}eFyO5WFKdt~lpk02xY((q_Ea8G%oeCcXSgM6`kp>6=G+8$LXKkcnM`s4>d
zJWupNOt>?o0peMacAq1LmDun%q|lt#(`W~EWIbCyux@9geb3*n;L1{DZwHBHEvBo1
z7|9fpy+!f^(W=6+D*<708-o#$Fblf>eToL0{?Dq$5Y&EH0&#&WHkBB5L|Z{j#(i_K
zfHBnj_290ZwA|Dt`5sb%pE$Eyp}^KFDEq~ZWXk}s?_!BdA2=MyK;S2dl<vx)$9L&8
zotegW+dD0+UeUg*R->7;I;mOE(-A}vHN)IDqJT<brxnq1_LtZP_aaa`Oy6M<ZJ`e8
zzOuqj|9J^bt|;>WqqX53X=q9$8RV?Dl7z%S)J!qs-th2VooVAXhY>ph9G|H*Q3qs+
z6poF{x)T9eqA!sII&pyArhr(^kZ&(CjNOYbU!#i=)Udr*iN<m{W>wL8xe6ie2z53j
zPjPDh@glP=Qmw%ZrL{`rf?}1LqQ;zN-Mt3gmyCed!24_>F7tcsiSP`v)AhKI9>msZ
zB-VMPIK!l;z$B-LWH>6~%ZY$Yku>M1&w@3GErxJP-?4zOi6c`lC%L5kkL#w&CQRw=
ze9b+dZKO)OpNKZ?jm^*MUdTM3Xt7=B90*LBV!VC#6u^?2zcDxLAt*~A#)^pt<&Rs#
zXn(R3Qo9kc@>A8Zx=LGG;8Z`q_OiNtB+#ZNv<i1h9WP3IY|X0fHe1Eb@~`d|r%dJn
zt8v}6+;Kcx06h%{t_L-P2e+p2p|bS`5@o5}kLR%X0<#pKHy#$xt^q0wAy(1n3PA>P
zw57E}p7DWON6I(P=Z(cf&5%CE)H+cXNZH)ZX^R;`6UhBnWyu4J;>n}qFPInp{>=<q
za10%=r~835O+C~v$Vyt27R@UZf%<$~?nY`mg+Qwrfm{p<T~paq(O3z?`$K1tF>HjL
zUk<rD;Fxk?<NWF_ZE@}(L?VCaLmaQ_bA2P|GjH5R-S-pSFrRXSWNVrE#;@PjR42l%
zl^=aL#w{6+Pv>EUy2aS~Bh72csn>lqS78)8$9Cn@ri^^hYrbwU?7}Y@*?cEX2VSAT
zE8U3~^t;vXpTF3Ry0qabr=v+WF*c^2emb=O5ESCDiks-$w>a9`!TpUVbWfn3tB?09
zvxEiv5x1xyM37~7L;q<l{z(e2QhFuoec3c!3R^%&S_?0q=E+t`ZS(18Z~&?>LkrGt
z4Pg=R7d+OY^5TxHpR_B8)m418x_nW5>PJEKZic<sT;IJmCyus_Q7XMk$qh%hG;7>>
zF14?%=r6?Oy|FMPArNpq0l~oWyxRf6gHw5U%(EO8-!H*D@uF}alXJGrg!5@*po8%f
zio*&JHeg(nXo!TXf{Zp7#;7$L2bVn%P+OqK<;^n#%gm(d1K>FyvO%>V@NU{3vq_v=
zCrj+}Q6X&PLQ8)rIH$?r0f6%#X)#5*c);IrgeUr1v!G}Yv>&y&1H+{t4L!Yia18m=
zRar#iDM;u1_R}|T5?8Xz=%;}>BMq6Oe1*`a_FcyTLEf2%d}bO?VIRH2OElbXG+gWG
zBwq_V+l3iy=tA890<0upAOa4zL(6Q3I(B0$B&?%G?3U<&yrvXyI_qP&S+@X#Z%T#j
zWW5-)m`~bdxEQ5)=olu^QcHIpCK~)@ivP7k_RB@;&M6K{HiQs-C@#WF4^iu>DTzG>
zS%dQ`Fbqj?58v8j0O%r?6+jA``#oAzzMc+fXwQT@HR{kLZHT1a<?Vna7f!?3D#C}P
zgN}M93XWS>ql9ymyeEq=4tXt>e}8Kyse2dTTi=64Nsqw0xRsb1h(T)Yr<=Wc>_*t!
z4Zt?M!vuyQim0eo3V`&I6NOej`?A-RGT`!!b}gEA0^mz?0P|M2MvDeDt-#0nDh;eI
z%;KXC5nEs?Xy*st7w()w-J1va70$hl;-bc1#ox<*ZnfJ(hQ`du?0I%=>=vD5*EIHu
zMN$r|Y}779A%L>R#bF`Je3%-t&^-nnxa~d8Dtiv;>DxaNf|QO-Bxm;gP%a42-URo#
z{`t2Q`x3f;(BA)gK=t1=2>Sn6d(;1GZ58OfThm*zBE>zk_}ys>+wAMt*|0ckb@lIF
zc#v^~6bdzo=JBX^@2Frr_~=e}7;}XiM8M^@Y-6#1U48=rTz)$MR%lbCoq(XLgqZM_
z$F>)bV1d>4;fwneDkp$wNz<B{{iUalinV*STAx+3V3S-s@M40vO<MH4N_SyYPDB!>
zz^p5<vU@e^jF^6B?)IlQP+=DxmGsXDF^WlctOqj!;#j>{!c{+wFdo?TdFc1cZ(#tG
zQbJ2@Vu(OnyhVd)1UvX<;oUn*sThD#n!OEnTq~y3Do13(e`f`MOmKi?s(xn$S543X
zm=)-FJU&ddP7e@b;+))?mHR$pHsmO}9R>)?YW!)KNo)c&05XIJHUp<rfKcr#(#L5!
zBHG}?p3sy{S619Z{Z@<hSVF6ZMTgu1AqC0qiYpoK`^;RZ{EiQ3P^MG++@`_J{?y%F
zm)P2V6Iht@mVBD}GH27-p_&Fbbj1GKSjr|+h-0w+Tr%Y*Ia^hYWvEA^0=|M5Tt+dI
z#AF1pvDd_bU8YMJ_nU%@j6DO+v18B0o1X}nr|x2)t)Ede${a<X5-7J0YP@f?)1ZiR
z_$d@08tgXG0H9zeEe_)7^m3RV(la4eDSj&lhJZM4mKfQ`>UyjA1SBVygT%=<Fmm@C
z53rPR`Ao+cOA3UMyc`GrB-02va8l2^%h`Juax1;B)lo}#C15`xZAz;%E4Xp<fNhGl
z8-Xfy537nDR5&>6wlpX-F&ddQf~2sN+XVue%z&Cfk{FbNV}M>lpt7w*zu{v)C6xw^
zmG3?-w#`WZnWFST;>TFi(oBp<UP}rnxgC;Pna}_b!qtV#h4m(f4GM)B39mo^9mZ@L
zsT@cM+IBH-?!jw5Wm<KiJflZ#q6%DL>BrIOvYyy%w6qU-E?T3#$dnJ%V5gJHXZ<3W
z0#T2A@8~=KI4`_iJ4JK#!x(M-ClG>+zE!_BcKs8+rvWXsJrFOQflK%eD6=Yqj<AKn
z7*C-R5=rdE2l0#^RP2D%YI?dFa2+@NgE{xR5}ElnPi#$ZPqEtaKx@RP_(#{zy0@QH
z(9u&DDIlq^U1>mAf4@5+Ulvi|MnVM$-HL!+tol#jpQKc`5+XoZ=w4bWwLK;9RH{V=
z^X9`pRjXhUHnW3U>N|t0h%Sl%-s@yF%NwN?2ARxrB#CIUF_$tqS-WcQL#9<nT{Ngm
zP(vjK!z6$<2&)7Z`V<+7y}mfuBDOa~9MiUZY>@uZ=g5~OuUC#dxT{yKIlu-!50!L|
zU+`@H;I?d`nvcasfAS*ZxLLZo+Oju;^c%`|4<<`1OO#DR2QJxogDO%lE7I=jFKiiW
zRa}i$&ER>(9G&ZT_yZY)(42AEdi8Sl-@@~>uy?(C<)ai`R>=pbsX@v;rpXt$c-#<q
z`*FT!llui)3LUK?HVHXIHqZB7fYh44UUs^stkIMe^tQKHJ96D?ZZ6U0Q^II*fh)Ag
z_nrtVv0rmsk>0&+AB7Lj4bFMBXoPQsrJegppFUhJ)<@w)N}E2)FRsb~1UAY{FP)xV
znKs)kmfGaY@#BZ&GK;5{<ox51xsNLTG$L7n3384lL{xv?8-t3<?4dzHcBceXqFVQG
zk}K`BFw`*C`_Z?If^bxBkES9?C&1A+W-@*<_V|>S$r2*Y_jk`vh5~|GuWlxxEU;8*
zA?Z?DtmHwn^v1<qAvfEn2*=VOXAeqP`l_%)jKMpe7>-lT{EglNT8$AVv(`QnLm%+=
zQ&zNAO_qbvainG@rQa{XAx{ms<^!ZO{^}(tKbh+3v$$;Q1-sSMr90d2Vb=KPdJDdD
zPmB2u2xlTHrU)#4xIGZ^n66_p9zrY`DnD)kwx3(+5Yf><%)?1jL{1&aY^%z-0P2Dh
z*U>3^EKlL!H>_s|4Q`C|M5djrXDd@ZDAh-sz}-uh#)nY~hX+x&z1d8)&0M-|4bwBA
z;NN^DAD+HU*e1efeXH#btChjKyb7B`V@6FHv~XKPX-V{tKkpQi<!2st$i^9o*1ngi
z@3FRr;f7mkH)iRGJiT#xGIoTWgiJ}^Oj{DI$X2x$&|Oyyl8p{^hT|J-R%+lbp#a{k
zS6$gbwd;)G^HhP^EA5!#l(G>o?7Ns^Edj)o1|X&>S|&^Go4NtNNW01jQ<-dI!=vMf
zIte?!OZq;(!toB;;&5z`THpGGR|bw;_mAUVNO7g)fkl-~NYKNzkd(KFI<&uNe_j5r
zhYwbXAnz~;L}GqAf)OFOuz4#h`at%*uZZYM78ad`pZOQjcc{aOu%=DrG&vv8{ZmDq
z|EZ>I|8zx_o&J9df%yB1>h~KJvXV5ZX>+TM-(os9Wgw}NnzaGp+a@*;w`Pvo%LM#&
zce6vZ9UfmSHdi(@cLtG0u{%ExL_Rm)AO?Wl=ffgDrQ_hj$<T_(e5qvLibJ<VZ+!?Q
zCX2}lB%If9Vh}tZpc`KTbL{CKd1Q?ieWWb(F&!!MyxQDy7K8)br<nvWs17LMe%rrv
zbRtdv)&3ocoj?^pg2JTe#t|Et8klMmDf)(0!bfO2>N=#QK4Mt(A`EwoK_tVkp()E^
zKQ43(zB@H9Iqp27WcDtlYT_Gzq;yj0Xz^)oXvx;6-5myr80Rg;x~VNP2{CQ{W!j~z
zPBLfFrY&Pb8Xaf9#<}qs3I2-i6K(&aN%!bG1LB5#qp^xVwz1u!i+M9<HV%@aLvzC?
z+w6mJRTo9K`i*RHi;$Kd<xhrszWtv&iI7CparErXNcUg=2&j;dY!me#0hN@>)}epi
z{jNV{fcgnL{ztZdAOU;0`KXo=LnN-|x+}a*?N^MA(=dy5L7HgDoUitx$#v&S2>f%~
z=@KaRPc<?@eDlcZ&;d|J;6<o_Uyqv>>9SO|ful>6cFWG+)hm;JGP$!I&_F`#k0FL7
z_SD3I#lkT_c9Djv3`@2O%N-*JmFD3~`PIk3_5Vd9gcQpHpE@PN{+mV^_5Y?3w%DWq
z(nIHykipolQ8|o3ApF#y_~tXI`Pl=LE%JXKO7)nN@HI|AX&*f*+;v-W($Iq33pbeI
zv{t2=DAK8EtZ!{{Igiw-^oV?gT*xNF`toeEmyoe-W7|A{*L=*h>P&eikNO3!TRYr7
zTGejBvH4hIbsJDfMRT11ilI(_9xq1dfA~d@J>u`6rHlfOA2FOg=7w%ocJa>!us?#w
zkAEA$+AD&8!wCO<L{+5nDs=pM?U&=H5;pxi4WDJB5#x6Q*d+YWrsgjLI18wvyNkN&
zlg9h|p;;e>2U-D#dYe6`vGwaf9@A4PCP9jb9&oF-hx5(x`%<?w|KM^(CQ#ip-xG0i
zP#Q(i8bPwL9;wz+*2n67sA{O{5D?a4L2ElfbqFJhv-@(+eUHeGeib0p+?b91M@0G~
zuAPu3QS>8cC;}XtHe#WdepX!zzwCP}Yv!BKKX`)l0Qpney}VXntuME_rP0)?3w>#5
z>SM=wn-;Vb`I<8c7a&~2b@m%qDF2QtWPisMvi!ysx-7tOALD<-mikh7v6kj$NmM3w
zURx%diGs!a_})Y9NIQN!tu)OF)|7+3;nvzXqkh*}5OKLsn)?Lx%2r!Qrp(Y?-VGd~
z+$V&&nb{2w2>Iwx3jr$0d&axe&sJfE(JQ6;DxWMzp1%^AlF{`}*ll`m6)%<KBij5d
z{sOa#G{mx{(G#eJa2Mo*Nv}<3J3j|FUelrL*l>}yG4lNTyy_odVQW1{Jgez+N6&pD
z$8|tgeOIndGG{KZ7f51UrQYF+70Zt$8jC2KG7><x=$v&0kS$8sl=YXR*RBCYJVFxq
z1bFcLW(hx%njR?3)eVcH6G0NqMf@pIrReNasw9+jpvAYR=D2m8FF2YlwY%dvM8CNr
zxjubKbk*=7btQEzyxo73noSk<5}MO11s{p@0i2$s6CJNTT=VQ`g?MKd`ao+jT84fy
zuSl^2y!q76Myo{{pctQ(W)R5w2~aa<g#i~r(bOMJ1XZZfUc3uLwLN7TkK87(^rg{n
zqx_#8<wIL{R_iT*aV6p4U_5do6b*!3%eGyFgvhDmV%~k?so06%2_sd>V4d==qu{k5
zwbhsv!^Ul)r}SI}xw}W_%fX9Q0Q47-FuG0+e7~|feZ;cKzWI=*+u?%t|Gu(ny5#wO
zWi{$wS5`T0z95+UrGzGi-fhs*-)|~|QCAYVBy0b^wYmhDIHR-;VzdEqAs0Yg2=|Tv
zuNw3EhwJv>Q#d73>-+m|?S%4wxwFc1Z!2G!Gy>ojVmvDQ|BG8ls0Mh8O=9$+tiW%2
z4;)9olI!P8X`Z0RWi->=ftXK?^q|6{F}eqclY^I$Y~Ho?ndNJLqMi^~C5C+5AP|}P
zb^t(IPcHV*h<<@?Y=t9UN`h+m&pyO^VvS^>R1KEV=DmVTzRB+VgS7tBrByao=Kpw5
zO&fApVMho)cZVMR%~u*FNwC%uH%?s4R7?+`W~eEwUrbCG+Ma;-&ld};rx{{NP)b(9
zK%O*nVhe>Ii;SfUjEx7TlK4Ncg^f+=nXo#U@R=`#e_;#Xr2fVhX2nJKESP$JgB%G7
zU*e1uJ!DLLi$F^{JeYZG3&Q|3PU*t{jnmrE6Ej<X0^4y2HqhkYw|4s9e5Lq4e5H53
zk}!a;WKHqN{UC?&-Z*6j@RcS3d?mt<fSWd#?~T*piu-rI(hZ<->eYeJJ*y>b3WyjP
zR0x=2{}nN+xnJRZ{q=leMSODsUQf>IS(C0+!P>N)O+mRBHGbqJ3!p5$Qy<v2tdjd*
zx5t`XW4y7TIHYVvS3i=~4GqH1ID3&^)uL*Wku#-|=M^hag57VEi4>Z7giOB2j8b;|
zAuH-OB1VTW476tmA_$@PLnp6zaDK;(TEfsTQbzzWqh^w1bLf`QbGEij;UqWeIJIBk
zz(Gv*m?LT&cms^VR`xgop?WKuYour}1f@Yj5>h#_5D#@&D#dzFgVl`E9UQFXYExR>
zWa+Y#2|+B;>(6$Kh4GBI>bp+yA*Ylb+U2OBm~F=qs`N1<ps+OKg9@J#*-?p9GV(=^
zvk!y$jslHx1Ef-d8|B6*Q1!hdf)~fTpZfVg-`l1vJ|E5ts*TlAsG`V>VwhLr3;pw#
znQq8QB)_Um<ueXPbw)+?<Eyfu>Be<Iz`_a;=m5$u8gbODT1^0IVRbX}q(BA;jQnOZ
zSg@qDu&`ZO3~f+YfP%EV{7qDcfi{CsNg;hMc3E+<5vs_cLNPn}9P>*UgE>r>DWh45
z^|D6EGN;CuW)kwTP8OmS1LK+a!ZMmoGYiZ9dXh8M3K=3~DEgfX53GA(5-a0lnLZgd
zSck+6myr|On)kNpL!<uD@3v_*6XLYtLP84CmmhI9?j{=fa%xhG?Q1-0l*-855|n%v
zYjrUxcCz^a43yo<Lf)CyCc0%>9pkJub4e?g2J+c}j>`6<5tHthYh{gq#jtHwkf9o;
zIq43))X%@WDRiqoCm9{|#d0dR4QLX^{JlhiKd}`kn+xIY_B<O8h-JDDLt*j}bZ1sr
zt|H4V>OB2RJfPdcOUf2sic3~JPS#2SpwB+0bB<#(axPXd(^9T>NT3%keL1jOgdiC(
z4;A{=tOdDFzq6~*X_SXI$RJEJ@XL!EPj>sOoXMtE^(Gz7<$lC6y{^Z~DiYU$+-vh9
zlxc~<K>x?by!*u}ZW)2J0l>}FMEm{SwFigHsB3P<jxsg_6m8ux8&;abd^>t*mor;i
zrVL~q#WAf$=#+ae&ZVMwFV4rFf_VSS?P>8dSm*KmLt<XY+!UnkYa<2hI4M+S2}*X0
z4h2znLRiFpy|z)PXU^5e<Z{%7GDez|1*YK<w`LLD)q#KGkWPRz8C?T$T%M`KzQw#?
zOf7>N!NhnciQn-Z%dGt}-7x{@s#v{g79asp{XD$C_{*z3UE6j~)2MRf#F0aqt?Agq
z3?l+jRzR}3@-efX`7@1&#$EktNa8zI%gcom6|T=s8CpW?nW?~Me73GTmo-qrcYrc^
z>!*9yq?7u^wE!h*G_C1jZP)C$haR|m%e~SF8G(gsKjqV}Ix-8{S)R9FZ$Df5WU#p5
zw45(iIgeUO+iMtbWY2zs8tP%0UXYD;#uezEwd%+WW&3#+JgI5F$g6IO!5qP+*Js)V
zF*Ep3ob6ii&}PO*T{|(XR=pDmhZ1RQ^J9DE#s!4zr)V9O(F7J#k(1Tc%-mdLzrl!P
zjAn|i!xoQXUK5tR0|^hvm6QNL!jn_~_ysCg?Mp7zG^Lxy=2LLx98$F52ruUZUdDFH
zxE<X#tNpIH@*hPqE16TD^E^a+?jvkWG{kEn;)gkH{DKl^H3i!XG?GOFXwY~gEOX;6
zH5=B{$~4?LGb`R1`C?4aT)=zj7*CVOsh_9Zb8m&7X}=~`Z5g#iwE3B!psey@nzcOW
z^TlWIt(2aA(3qQ6T^bt_%{SY0_Ttw{HecG%J#m}AKJjS%u^1Q82cBl7YQ@&dj7otP
zEuu>6jozw6*4k*%Hl^HfqwLz?(4c0Oxam9u0reY57~an8B{Ki1oNN(3K31P!;+LTA
zM0eQ@pxJWL$daBpYxCv@Xtu!8bMq7o^2G0cn1)U=Q}USlCDZ6|P47Uo<e%61jwIYw
z)T6D=7P{43yf9;bLrnw(Fj=5Aw%LMt8hJ-_3m2sAULd}2JZ=1gX8xnO%krOd8Z?I-
zu-FhfuBl?M+|bdV<HD(Qwt7)WYVy-|dy?~M3dJN)g;%n&Lb^_{6;^3!qqRw3YnWSg
z^YDCe<6<WQW7$AezI~&bAl6r+8k1)yXds3+JGE)?WOB9t?0VORDnxFPvAgs1N!~wK
zKvFuxamQU?9bQ-aQl5|+kJhBj+%uKd@KLw*fgQ)I*;`Zb-;L1}+%;)AKx6dh2v8}Y
zF{<>tG3v?y`Q8}K1~f(mm%n*pwwFl{2P$JCf$y`5p)PYElAYR=s=qfzjg3Du&3a%}
zBuNQr+6L0YDKab~*bu0d(W6Iec*NP6l}cfIT~6Tr&~EnzhYEvxlOd~P4h<zLGgo(<
z-2MM3d#C6+ymoy%HXGZGZKtuDG-+(xwr!_TW81cETa9gfEB*c7jc>mPdyjdN9AvDM
zjPb1b%=^Bs$T^R8wQ+p0bofGBo0fNcf`UykL4-m?606|dWfy~>*`KrEuFF94-AqTJ
zOksBVpd}al3{2lv)pY=c(aoAnSYj4MU>yV53LjgcfW#<@GI$75=a9d2h9ME*-~SKt
z+toWqg?8rEZmP<XI!GMa-}&cv6&QJSMB)ug5^_zyr_Uu3-ZH@Yc7aZ4Ch%EyBG8@u
zTB4FZkr_la8`7;HFG7d|q1bCS!&$=V;vE@)FFQzvtGaKHk?X|msj@~3gzdftgOLNE
z5e5|W`_YgQ)gcFjut_93ew)GY)3O#{aEyVTjX^Kr6uI1=GzmGQ>0|wh%~7=1Z0-#P
z_X9>f>CUSECIv3e$$bVrW)6V(HJq#wGhWPN8x;+P$10bw!ui@k=<l3@Ne%B}`y;_b
zg2|%kyewXku!$ulkP93^IB@sNt-2%?72wO|MUBFhTo@%)*tD%;8Fc|gKdNMcJsR4s
zbnjB@sUlB;-inimbPM65Fa%z`rKb7M#B3RVZUIx!MbQSK(FQV01@0{qDRcc5-xtfm
zX&++XcutQB8|^tA>Q5JWkZxS5#WHPerwEX;0njtLbeBRBcHa}@S}N2Lr2-#{-@Z4h
zJAm)24^L^ae2yd{2@Q@z#>#cPR=tHxAL@Y3T@<lKMeM0nZmfM$=ayxu>zqX})1RZW
z(uP}jbLG~tB3n6wUGmEL=cgNZXW07fh|X_Rv}GoEoX$53TpSGdNm8`<+f|us)Ip<T
zhQ&RVfJ`X%l7+*_Z@~;@P6rM_^-xa=SPOU#(i;X#*d&e&W%hHyiFvjUb>Q7IwtM5F
z$QT?q-WhylHs6Ly7Dkz?%6r}-GXgDbYil};S2Hc$8_t&RLt(EG8upo_+{xAy&Yebd
zY(gAX1G<!<#FE!DzwexeEw;$^Z+(x!R6#1-A=YhTjV8f%O%Hd-lqGgfPNkz;x=coB
z8Aw>$z8r_=8H>I~G>)?K!8Z^mit=ZJiWN}eIK_#}`UR$t%G#qpcmw!%8pk#*Z}X7m
zpC~lVEKlWQ!>PVm-<;?u<BntNaXZfAiSFpZ8c{pmU>MKjAJpzxHxK^aaa2#}f0k4o
zyjYj7^&c7Cxhi5Y{Oicw*8Vq5SDsXMdVhjLqSl6`{akw!<;S9mH7!0amum!qZ$Uo`
zpP}M0Jxjs`GMj{8O^f$9VK9#DoH{d=&s7trYty9{5lithIsIh=^^d8}_EUro&o5zD
zdI5sH*Piym>$%rD1JqVlQYLv9!xkDII})_;?*zuPhNDvI->(CsC$hD-b6fmg9{+4L
zvwNZn+t`;x)5tE}3lpT;kn{jgw4C+}--(*VMG+V~kK)mB^xihZV%J{m`vE@2#@83?
zo)E(UQ^yaVj~ml9vs1`}F|DxQkab+yeTfF7<Z7?>)FoQ%3!oONs){QqMTgPD<^~+u
zgEU&J&Nm^a$e6V*45?@o=^Fdfltu}>Oi<(vD{}H(!{+)JA!$C!ule)Yv)78gi?JY`
zN8x_o(hI7MR_}Gu@{=dXwxK{aPqb*_0mD0jA;Q0VlKsxKu3doGB)xddetfX*yzjI@
zO-amF9B2VaZz9po+NZC~=wyvB+Dag%t4AI9Q?HR(MRRu4p`k^cF3X4>r3`gRQec^J
zdW9VLg;Zx!onPRKP5jcej;z^qTgFmZjz&>?DD8z8ZuM|^pHk?$tc9bDw$WlSudLxG
zWg$MH|6=E^ZedpKyE#8;`92^n+})Nj&obH}TT5TMzaFj6TAw&iRlTZOUU4)U!`Z1$
zvoIP1?;QsKEnrXhiDq79uDRKr44**)9!2x}_{+XedZ^S@yp9Vg_Zq$>(nHA)D5w8M
zI{5h{1!^^=zD*|vKrCcoE9TnYi&H&Qh>!RQs-7*PY7jOFza4@Rt!8|r6MDg~e-aj4
zhV8c|uayg0WVAm(`>CGY|L3^m`1jk}|NRvcFfIXC%=Qy%hQEXbresCKRGLJ^uMPHp
zL4yksq})k~c?TzlzJ!!<IR>;HO+9%dzpGf>zIBR%l9FsfkyJvI(NHR9O7s*d{mQiw
zG?TEJURk%hHoH8vxZI<s4UwDU8XaC%&H)n%O!~!jIJ8Xm#N%N*A_hSCa-`AJJSL3m
zKYizF9TL@^*jQMaTA&D41+-Wc4JX8$Q7~Oy*&g|T%pWJE(7_5NC73ed1?v;SsBH3z
zFMlV+R{BTRO8{Cd{+}(D5kQM&CvRPb_2{$3q9HK}cef#WM1~^2U{541^cRee^a;k#
zUC1QGP5%Vre_S5j1%Id4@^-Pm{$hZN)A2<A#vT)ztE^Ca&;<aUJlR#JtVMF*7};91
zyrL1*Xp;~HFQ0|1Zo4qyr|LGC{K}@l33H73+hbW<`n~+=7Z+Yt{{z7IdL8f@3!7Ad
z<i}ES24>=rmN^LPdNP>U!$OM&<W7Y92`f4Y=}oY*u6<ESRm;y=qhBNoC%#c3t$xJ8
zLrvN?{HMsGxP1Dx=#mXEHrH$ZpexSFg(d{4dHe93sP%(5-gA^Q!SnMdmD(8f{+_S;
z<&Zru=z1Y4h*)czAJukkr)qLW)taF>`J2V5QC{;B4uHl_PlBz<0ec7{>DeXyxd1M?
z3GLQS?7H|(R@(m)jgO$h^NGgaT1_$8>WVw8ctbIZ`LR?|=1iS6Xb@Ak8qemN$Hx>=
z<fg>S)%vwwb%CpF+C;`~9_b1T%cHMP#dHdT+%PnWbP;|r!!ZtqBN?JbuF%IHfW`;$
zqn0!jK`K4fbfhAnVlour<cbP&+($)AjSDrasL@Ne$8=ZD7zqxOR<9_Er$h4~^N(6#
ztE?|c{4L|loiL-Mp<aup(LiPzzLFiqR^K4Yed{$($)XqwG>q$2dCON?TyCaWs)7?F
zA$w!UKKYS^&;|n9)u;oKR5RB#iP$~yx5dJVO!MJCg(56~XD&`;(dvm=Op#!c0APJG
z>va=reK}$wE{a&9BKF9nBj-P^a*GeHI<am%vQQ$nl#iM{a^cjp2vRnM|M^a|1(=+z
zVP}^kguhX#s|>N3-e1=l*y!%@C6vTxg46c+BF2|>D?+Pnc#&&L7B1?)y$}K>r%OP+
z&67Uz!dbnHme>+Du_NI>lQY(P<%`Y{$IiiU2<+*Tw?QK;DU|EH-8+y;X-sc5<TrH#
zrG*ER)m+Qy2Hus8ctY!M>U1}`l>zP}>q^*g5V2M$$V)Kif38oTD8{t5)fOu-AEA*z
zVf2(W@Ug9U29YD}(;tpl+9Q@UGaPKYgS;KOSPS+L(yXm?biHCcIqVaJj(meqcNpd&
zh`;<oL$DRP)<^7Cq>H=^ap{oTXqDJiDW$lW2{%nbFJxWTtVNE!I54~RT(&hKDJzs6
z0e!R_Z0^bnqLwJwQf!E}_e?+8UDJ=SA2{CK!G%l`Cvgt5Pt#ZY-4n_6wUUB}vRL=W
zVQ~|@%_rcf>ROLl11X}?n0@glAERaFhK6*n?V|-wkr|Sb7zFS(oMGGW8t3fkk;3bK
zn$Y%pd}VNtK(AF{wGc%gsVITFt?zmiyRbM7t(M8QCs)=QO(FFSO^FSA=U7r>IBk+E
zP^M(>oa)Lj!^_0FE=FDO$x7~NPkV40zA45qg$^WYDn)tRxKwz$RR7LwKWSQHSsmjY
zo#idkYa&|-b5nTaeWv@ms4p1%;L4C*sZMlVEVLMAi15NbduS>3-l&5Idvm5WV>hU@
zcFJ$Y7ul~%&gTdym?63kOy7cmzFuzMNDtiX?0hU6{7Nd6GOb<_s)ACBEFNjw-N_&g
zvO}+sx4=)%p$n*r)S42d4B3CG#*M=-NttY%1Esnd$QdeSK`-^I_&Zy_Z;Wxc+QJW;
z*;W&#&HZs2Is<1IP>equ<LjiVX(*i;{8;PbMoiz^<^B2NEFN)7`H%ei>3h^ev!~LO
zF}S+{c>QyIi|Io_XGRx!{@_>E<g+et+Tua4HIfp{R^}kIbwq!LYUCaz19lRXjM;dH
znx@Q2K%)^Q4;6~c=hTIHCd=ry5R2D}*Kan$QHMI6v)J{<NT)W;F53yBA?HQ6>nl6R
zYS^ifPO1Gf&-X&7B|t_pkx2Fjy7uog-SXgi`~`fnGPI8LvUFGG64Rv4j|S=zz=sO4
z)+5gYJ~US?WA<>n<iw3leWLenzJ2R}Wu5_@<2vGDYr$U~(JC5lZ7b=^M-?CMjqY^I
zu~2?RP`q*^HHnVqyDSJ{fa_0B{7=lno*m#S`p#G6w2eAVqS`G6{R16o#4Jm|7WnYX
zowZMosq+=Q+^ba|g<NE15gLIC59NmKl;z_yf%Qol%fFee|89ND!T7(=8KwPKhVN(2
zC=QFfm^{^BW$B!9!Z#^Zr5s(oX6E&k2MJ8%N1h&SyaaibG1!;U-d>W+ZC*N5Pf^qi
zL=$P~_$V0R(73Q~dd+emwApp7dpjOBPOL8X!T+kpp!{bwhW44k!*y6R1&1wNM#+_9
z<Pe~2OIzQ|jaIfcGo#4O57esD5mYwK7IQ|XxIQ+!WB{7q$`biU*_H|K(SQ^uJ|&KP
zE}$002fwk%^_esJ!l^$Xbugla&viyu5}C=kgPNB%tss-mtb6Ns&9GoT;iz9Ur9xsP
zP!-p~h)cDPWc0guF8i*P|D&U=%>^FtIGSnrVKf?=jQq>$Ie%OUpdtSZ7r6q$MPouI
z7H_P$d)i_ea5wv(;UXqLxTwQS%b&?oW!_G(Uhr?Y$ms1dHb<Sp9aI!~BIhIQ7js`C
z)dc0Q9H}ZhA&A8<5-E6N!<tNgRc%tp-E)yd|EStnzbe%-Tq>^$!Ri|kbrU_oQi-Po
zG!nt5&eG&{8`Zj7_ZqT&ri)a^SBrE}h_;SRZM%FL&R}k4n@P?9&!e|0tvz~1AOm24
zl<!PM{?kTO6ZXOG2%*TqSxeojW=A@$kq+DQk~u>q5enpI%9ji}iJeAR#nw;!5S*8=
z$RR51m%m^Vh^`15ob08`0Mt*}M--J+FHa$3P^kdNv4-ztgrYVI0Ak>kO9VudX4EQ(
zP5VFf7zd^PdaX}huZg4GBIXVmcAFR|5Nb+9c8VZy8NpYdQanICMn$_MiLG?trkcGp
z(PxAz9N7ndl_m19+H{)KpuZrkPL(w?x?NAkG;QNo`=VR(3GOX<69nFJ)4DS+y;Ia`
z`!<66R>Qc>YEhGr>KZ<hRWzov3V0)J@M=Ln-a+RH8$dx$JlEq|Ok5v`rH2=j-?VwB
zeyAQfU^_D&zS$JO&T$FFuBE>8RK^FDl>!U79xfQNOq)mWI}o*-jD}36Y*{Q(QkeA1
z24S)NDoA4hCn=2!aYG+9B3Qe|_l~(?H|<mX@X1jNw(u(2Sz9)|%ED5w9++HRcOG!v
zKz}@bV79;Kzs8FK8K4fJO?EW;sIef;v?4Ge8$YBvG`>a18I&KA>y)!Fu-T?>(qe*v
zeCBw6esU8G->L`SGpzgZwZNL*f;Ck|X)RcOH!1enG%7#^a`fK~Rr&nv)|vfsJ_H0I
z3W|ets{Na3eiItbm4v|~S*CWC0i|Rq)t2kEy!Sog%P#%W2AA^^f`Pbg`dL$;>(;P~
zh8$jw+&N2jS>5`o1c@}=?BJ=<FJr^gWPUbSU99y@8T<u2BErVssH~8GR-NRU6oi4n
z-<a~M4xC#kz%!|xMF2V8VQx<9hLAe42g~7M>yt~_W9FP|QN1Ij0j1i)NAmQVp8Bct
zDqc8dSo}c8KqT#Lq!4t$I_fqQ<9?zIi9F;AfEeN)n}b4wq=MBVnM_yv**$W%|I|zV
ziEP#g&V~8zVcw_}@ce1vUbsccUKL;JNzBJ_!%8*q9%dl(DsH=pZ>#+oo^HWld!now
zmi3YGLS<v0JIX8Y7eKcSam@>f9;kWR^Wt3xvj6#%d9&)#u5qSA_DAnlLIs*6nX8)V
z@3{`HuE~+bpaut5lAP-MqSP)HGf6^G8JM^I$0%-6{qnSZ5p8-non$5*EJH`y=nEIh
z-{XzRMSbj$t<Wn@3%BNj^wT@_m<@+t7X1cK<8RD}jtMrYCN%t?^PefBDrrE<$dCPx
zJ<rU<*I63AhcU^<sZFojJlN>=1H8&W;=c;FAmPsIU-q*_U^WpjfQ%7RxGnbhEdyZ=
z1x-A$6ekFNF(uRSpxoo>T|{;=EG8hZo3Ek~zshJa7<$WTm@l}D;k*yp)%pkaW1|r8
z3W|D$$7nGLq)m?fc`k(XsR9`JI#U2B>50;naC$}g;%9uCdQB?aWX6i}T?CbXN;Je>
z;~rE?BgetEkq>s3Bn<@SjxzK$!)A<G-UOy<J+eTH>1IC3;s{29YJw}1dpcILr5e>u
z4F)eqhIt<>N5i*N0K6dmv{Yr}l9wAGjVr%q<Kf5uH59aP7A9mv#tnzFJu<!Mj^7oh
zxt9{w9LpNro_`*-%!px7p%}o)k1(rAHp8iYQ!F)q?&)M`P8naY|M;@!ylsRwo$eZ`
z;g*#CS|i+)HA8=Mg7dEP%z3OGNZ#-)@K2Jr6Vat0gGLTyaNhXn)9dyPOFpWxQ>t>E
z7A~L*jhHwXPA+btqs<sM38B*4?VR8#DJzo%&@@!@o4V8$R(&t?z|g9PzJuRc&+7U&
z6PDxOfQ&d8{tqphze?1>%^S*3C2Anuf~7Vlg@v(disnC3)TvWaQ&a4u=uU6dBz<n#
zG$~`BZU%+sI1dLpE`BMyzcrd8pZ>V(IYtT0pT#>AWigU*+;vWk=@|%GT5y?f*<i?&
ztP3`FSD|@;g|CE2dHtTAARnA|#*I8N9Kl54D38W|xZHc%c;)r<U^qJ~z=~SjPoZX4
zTv{`g+X@}l)`97PCBXW6C=cFk`b&~26VanSfl?+rHmB#Cn(XI@g)r>Ng8?jj2c*zP
z)Q}<mS@=4_?60^L6x)AQp-+Ws(1OXvDcCWRY4X)cd``11P9T8}E+|HD&WaAe?szoM
zo4d63cD20+nfbxSlWJHx%%X0f1-P#%`LhP5YfAP59u;oA`j#0GL2Bk3ZDPFv@1$cF
zqHA!2vsdDXH-^llhRZfJf%!ABiiN07uJqoILqlMe)>|Y;G*6X(ILQUSp>f2F4RLyG
zAnE3jQ69h~9}@v^3{vGN`5{}6LH+5}CCx-39Q7%sf$Np*w6I@q<Vdq0A@P1l4@*!8
z?bE;-+AO~=v|iHTq;9{JoE~V-*@Pzi!gluIP1EW(aJ=TIWHQikD^reL`qf>UA`=!4
zfWf$0zd4KzCUS?3442%lIC`;nruLeidX=`ukj?x8Wr;+oi3?B^`$7Cdx@O##M-SF6
zD>3aT2c-~mP|7L7l(c99bvAa$34yIrwAW<$0mCj%DgASywf}?>i}dV1kCw1_^XTGV
z*I0QrE{h=(c)N9mD>AIM!LAh3OAPXAVW}UFL8TL165w%CzBD1|DIqYUWHuTSVQ3p=
zORdMK^i+)1#2a|$Fpjn%lG2Jf*wji9u<$|`B?@gteRXFrd`EWO<V=5xEKk%*)o@l=
zntCZM2kUuPvkh0{8jA7G0qftFy55V$4AEY+(44WIhx*M=FmE{y8cw5b%#Gd(ZCDng
z?;-<G2RKSdLN>Om7Zf)N5uRZ&b%4$@f$(=IUx%@5)M%U5XyU{G@!Y(i+zE1Y;vLdh
z^n&oXa^kHU57sxe!DGuSsMaTs<nhDUIz!G0quqInX1vN76B_DFkjj~D)hs?gWeCuG
zm5&0?=&<HaVpI3bGS?Y?hqytB(L9!cMT}WSwm#RNjtL2rNhKHEN>}U4YWnh!>gD+p
zllb{n5m6@jy8>gi$QUYT-s2ZZOW3GCOZ!o5*!pE<`Js)g3+>FlPqbv#@*2BOocAu5
zc;#B%-w-B_?j%reN5Q;Yh64Nd=C6MRuNG(_nvCF#8Z&ouEO+}RQGlyb2;;@?AxnaN
z$Z}Dm$_5=!AzRa=)4R#_JA$aWf9IF}l{sP<qH&TP$9j0oJ;R_I))y}{^hpTkQ)p$$
z#4Zn~l1uCD=Em89)Ss#w#>%xk)X{p^FGeKzR*j3Z^rcZKSh~3NKlnmhQX&%S>)QML
z_5q!ry;YKihov;+8{!mhCcP24!zlPvhIdMtfCa^q8R*JaiJeCyFLwo6exq^Ajrp;x
zv~dEMDFqV@5=CXJLZ~xd7qJk+-KF#%q#!&zBC+OKVQ~eYN}HZm3&wWM@r7wsrPSJ#
zz0%fwP+wP=d_A3Gt~1n>cE}4TxD_;hI;J(wU)TC1Bv@#eV>`>ZyK(e-(sYI+J@fM{
z+I2g1j>Y)7x1=xw0M_mrndA#%2NoH<PzXt`0p`9Ke*%licoi3OirZDB@>PpzT;xR|
zdpM+D)x+c2Tby?TMG!cdi#7PggVdW>@h1IS)eD*Bob3x)*1?a_jHn0oTXky(Ndr<=
zBL^KB68VT;BXEo0Uf7cM^obf5>4d~+qRxn$D%jRok-=8`IFpf7XEXuRk%yUN!4y$?
zAf^%%4ptxZd)B!>Jqp?ois+Gs@`{v@A)sv?IbM+i#@-X0u8yF!=0VAN@xRs(S~I%X
z6qNljMlv;$acWN<FW)@V&T)T1{iG?WTMr*xvxeEP6x+GU?Bfl6AhXRzAY5?47%l$t
zPG7CoX}wmrZ~4vLGBKe!eJ-vU6jSntF^g@N+uk064RtHQ09$pUrFr%0w9?`&O&Xmw
zdiY><L3<(yweiPS*0bgX`|`t;@1ylhsqt!T){tou#UZOJcwI_P{BRa_)JqF`jsAcQ
zuY@g7O|KoiRsa%pF<c?^+kNvU--FGIe8VK3c}+~!FqeK~uGCY4BX@4;Dc~)2ru>gu
z_<B@DO9A=2<HEQ{huWjEV)U0Ws*>vPV9|+@OdZ~CH@~+KFrfws0Dsqh?1|H~^m}*<
z_Jl0Xp%>6EC)4gPAK<dDzk|(hWvi)kM?&v0c<U8<eL@VzL&S+eWouT%q%;Vfh2Ki?
zJ_?Fo&B#60vlYbQy=A`&z0_XQqba7ze}G#1WL*Bw>B{-<tf?GK|A%DnU&7IULEfvQ
zkY^gjr4HQF{=L59@mh>ZzFfUPb~jQCCb3#-*fZ&exX?HycOiDg5q<842T7C){`Hs|
z`}vsK_!;fx#Bb-rX?H99mo!x};rGygNK*$trKwP(gMjo=cxR2F^oKMC#`50i@=MTv
z^6tm){?PjoTThCz1MF_zZHoWc-TMEV-Hq#c?!VdH0K9wcxvIas`<1`+T{ZgDkcLcH
zUA2OoYN9p4Dy3{jug~<+Hn*YP$!zG<?&btpqgYJN(&KsnGn*{AlL!0s?z|DBl>Zb(
zsZzi<I5@ig^nb|rrwHSNs;G%p?@|0Uo#cX1wX4vLyGIsWjJp==9h4#~cD4TH0D&rL
zBGbdoA$^2K&M9vjX*-GcJ}ZW>Nf8J}94BYsqB=2PNxZ!QMRtzT9bz-*DjyP3VXZp0
z&DKjR-vpT{R=a71gHC(ED4}-^NktJcJeo2v=88T0r@G(qa?A4kK}Md|1%P>=gs=BP
zv~S3OL6+tnFP83R|L#a-)Szoal{^>nXRgPYpl4{TAd&rgY*c2uuJqKYTCL0Y)T*$N
zK`O7-ok9&^Q1VLw*H<#5tly%=ghxTY7Z`_2qwI9CXRa+AzKZNp&26DFvl!^M1XD)y
zi6N}Gp0_01ge3GR0W@z<|4sAu$-QqhoB8v%t13&bOpBr&KTXcm6Qdw#_oIL!X3iFR
z?%qHm!jjApV4b0@EbK0o_09Z*JZQ1gR*n|T?ucH>p{9LWXIy#V!|L<r+w0w}Z|&yI
zZ<W{lGf(qYotZ07d5-RrZXZdGo@tJ_SdZk{j<6FPXl32n;v9IB9W>K!n?6c5!Mm9O
z==+lv<~{5Eaex7bKw<RNnp6Hn0#O|H>r`X@z(w$ous9;evj)__y;e*Bl6bH(YLeLl
zrU(@@nPVKlIkQN{u_i^F(Zhv>OhrugoxS!##!c%G79eJ}Y*9%Npq(-0%Cb5*Sw~Go
zAI;(f6UiU+t00h&XO?sL{YPMWP%c5j)N<%Q_!6H4VDp>nDS&niQ7xlamS9()S9OU+
ztZv4X^k6su_VlRJxX~OJ=o+A$0ZI@2IfEZi%faD#hTp3iRqd0%*N=SfKzJ&!H28&0
zIk<TZ-VkqSh8V1jYf(KCUr7CIY}VAAasMHg7Go}ruutLqJh2-L%_|uW=b(Dj+2;FS
z<;-|h4X~~bAzQE72caa1n*6V5Kxs8%ucAjqqv{GEvOI`T3$hZFhML*{JQo67Z}Os0
zxaYe|guUAZP{AU-tA!9vsCW3YUHWy{Xr2$c3t_5gN1ASolQYEV@$2=l)u(?GOuR%`
z+rLq3-T$m=?)k-G--t5>7VlqZ@0HjKb!-i*ykE;AfzCO9^Hh1di0+*`QCDqAte!vB
zrN;GMarFZwo!~v?skZ+#y@51-xaQ=^&veOK*R9Hv!6A$4bJ9S$qk?<@oHK4eGe{23
zT*mu(`kFBwt`yZrmWf=b%5oMEdGK7gE^qs96kiW{EVqi13p25&zGI*MhE4a9POd!}
zZxcOgSxKa$uN^;o#t(zR97hzCN1O4@0TqD^LqO#P64{@n_=^yX^UZ-N(Lp(qiZB}e
zl70B2`td|BiI!Vs9cz*<d!#*AEk#Hm5r?XYAQJ~+5<a---rn6x<;&0a?;&cnMbSln
zJ*u>K(yUssZPJC#we#2b8ra{fvv`5%{Oh%vfRjP#AT{`uHQrBjr!D_s34)T8PiD1Z
z{cIz?a%1~G%1$(+hk^x?4(xN)y;5_CXA_4xqH0r|--C7mlC>+nQ37s~M5UI=Keq=0
zk@`C4#oWWlh5Ctv;O&Q4IKUd;r0}?V@r%zz8?(aH3X#FKb3X-`RAc@s%I$yh=(kZd
zPIR7snpCgv#dkIFLBNH6>p-Etp8EQoTTxRQ+s&km@cyGx9YkIo`qY$n5Uljc*3IiV
z#{+ER5?tz)NuvY`;}m5OO}20p&Q`xy1nPawCgaWerDd@dT-oPozTD^(^{>4ARjHCW
zvd>_fbqx0=Aubhk`^Rj9-CeykZ&UE%<_G8Ae)mi`U(V@QO`n@}VIO75RpQ4r61jUb
zDR7!8LvO_~mXX;ENM=zE?>EBIYI`MGNG}k*{2lA)@yW^u{&cCP#4vdv0#n}T{%$#D
z#`Xj!A1v?sG`{t?Jp9fm;nV7dH>1W~D;hv<xVZ}xRbjLvDejiv85YDf_xSA(D@`%|
zDk$O-r{R%J>^0N{c#8cfl<dD&?l*sGfvxZcDh4vp{Ws(G-`P~zIsOlq+5bl69oUJ~
zVj3Tfmu9lGctAZA7?sY8!Us@!pPn>*tiu#(mYF5gNtq!62lcAK_)g;pNwlFz3IXF5
zHBaA<p(GDPng&BMhMVSZlZLkwGowu@-9{pkRe+8UWth^4BD<(QNkbz(dN=uyL88g`
z%C2Mhy3``E&^v#$)Z+SR$MSEJW+@z<&><0m_c>fHRv9CA6}cqnBU{lIH1S8wk=<Tx
zV2ompXqa8_4AZsiZT2+ft|(Q)5O75DSYkcT1wf|C=mvC*T5$I#wO}IE<JRxWqbxc7
zWI?XF`m2uI=dxIfYF`|rsCdrxBpkX3Abab`G+}!`8|O|SU4G=z%&WayfE_iQgQ;@5
z0TgO<T9?Nz$h!tqH+a^)M(Jy;0fn07b+G?es9CME7L9EfGv_o^LoOym`{DND_1ZVY
zn$#|G0%bhBnSBsvliy=4ioS<Cz8?2Ug(!qp*2{tuZOUJ`5)`(&S%?8fo!5cdun4>B
zY0^H6q9I_~lZYet)&UQVzvB9SGbZw@uz5I%eIvm6s4wE8QH0exCrKiptF@>fd3TwW
zI!xy{*2pl7>rJJ0CkMh;zvn5S#!nUYq&>}sb)q1VSMcDjfnk-VRlOqFgw=`Pguaq6
zgann=7_c)|=ByCYaPc$CZ_88ntCy81;)3Zxm4sd9;OIWlUReYR3!gRKmV7A1d%;zu
zDg#}8JA(fgROvsps-Ay6Gk@ppr)LI`|5`xGil2sL64c1v_er2chcf#{Xy{%8w%;_Q
z_&IOAzqkJ^7q(GS?H-Y1r}h2|RRYpZVE+qM0ucNcl9V16&fBL)%bcgOuKuM}{ofFI
zpJlda0j1%`Rp$XD$AQD(BLI>2rlf=-Mpqiba-vsQJ+O2CxLjgu*|IGt$V_8z(1&@u
zXS;&h4+&r{XW;S&Y>(*(*4oa9q)UVo7$mV-j@PTEn1RItL<|jNm9$PzSDzNYDq8m-
zG`!m-(<PG`0}v5(1*`o=m=!%Hb+q0fO)$ag?R-cTbUmzqbBENV^u+BN?$1H>PK|5n
zQy84Pp!eG!<(ui6B}~MOsqA1aw2i}Qr;#&G1c=~*(;b*}BE%xEce*hx(1ZNq%*&U?
zQRB%=dN@doPXMom3v$&*Cfuf~4*D+5oH|v+{h1aK94In7VJ|T&_|`@M^7Sq;DlUAl
z50-NVgVep4R~y<>`ykRYR~FPy3%K-1@1tsd2D8^UE|o+4)oi#Ud}D4a_{7udhTftH
zPJ@JA2@{yr_O!;GE#mg?mFTK!!p_T{tw_q#;}%}6XVBM8BKdNYy?1BNL~E2KDe$E+
zoQ<1^#Trptfgx?LABP@&c+Mt+kyguIhq)~klFm#{zj#R}cH!_b4t?k6)RZ5|ZBT{%
zk<MT)0tj|95?Ca$IgUNOg3h5A1I!~=4ZkfVzw7Qew701$TMg&n9c$9Q#@FuiWl~82
zXZjVcQJAUjnf^UTh=-;C=_-#S=FXR>=@<ua+0DYzr*S9wTn7c${L&K(_r_%*`ARtN
zFJU`VXu|(Ltdfqnd}xUZu3PA|#ZThfAL2>cn&Y)UAxr(E2PKRA>=i@FeM|T;x=9rO
zIo>>q=D2s?e(uWAMy;tF3$R6LX%^1DJh{~ervz=wc){rTvCf5xkNtB%Lz<;pAtc>Q
z3T-K|!~}96Rnu)f`Ly%)SLf?4N#7IzSf$rbtdawz1Pk~9d>~Ofg|Mcbm0CSgT7D2j
zPrTw*gc|aO-bNIXUPqO<V3M8UBZe$ru4`l<xpk6&R)y_cq%DSCe9&5^F1Kv{BqbHN
zq4ro9Mr7@b_q(Gw0PFy0%cvRdeCu~f`kI;lbc9Idlu@3iF(9Fj_s}H>eH`(1LazVL
zzZ-zajWYL$F$Z*B$^eQssl&88vpdf`(@<{U4f}$lhbS$vL1wPZ>8n>x+)2$MG+54J
z<!gr7h&<di|J2VvHr0#yG@up$3Ny&~ntWYSH`<#vdY^EmE_;WWocMcYJeTvU!E5le
zIcg_NO&AQyOUT^PA}`#QJ;D|M2>6eg*>g|U@TWR8k>B`96A)}<g{+K4;o>r!rVN)|
z?i{A<4Wz#$n2;NMW%MvBt-O5s?9CtoBLm<{U6@1K$^q7!-}Eg*eX)N=IrDp2^9YVj
z$IhKnKpVznm0fxA+h}ODJ^8kJJ8O7s$p%c#nS}nhiDpvN^7?_>r>yDp23pfu9r$l1
z>Ho|CGZHc~u(83=|ATvAB4lP^W%}1|0Dj@Wek5dJWcyzed@U87c@jMz8xmtvGw>4=
zZ6~UuPidK%Y7q`?5R7etWJ2OnGtho04Z#IQ423Y&<WmR_OB%h&Uc9`QJiNW}P4Z7V
zZZ1BwR9<*)PLj|VSW)If4>l9u+Nk893S*bSskBI8xk{xHZc%)J0P-JZWJvj@^2ihx
zBKpcbN@x+;g(AmMc1^%z$pa!vI_RJy%%q7J4Z_lX1tbjY<C91vIiiCl00H+T(zl%m
zY)OhQLb%fw3k9KTneGgPzwb**1^QtEYM=|DD?s2YvNarM)5Qw(XsU!5{2&lh-zABJ
zg~cfVCqe2)?Jsb?m+&%~z|yUW9Zu-iH=OTKZDWZG;otQI8V-p8NURwdSUCU^W)$d|
z(vh<Z2Uq}zqvy@q0)%8o{=Ey0;Ykt+==J95?m*lLeo%KBxbvuh0S*L6bAgGKxhDQm
z`N2!RuFmFNAO=+!A5MIDXcz<uivr9?5Y;!vdo;CI?qdn~gU=$waS(W_Q?plM<KtxQ
zA?rQlZPwj(Yg4U&gLniUIOJ`5@Z-m=xXG>ddH;Leo3{!B91Pwi<V7bKPTyoGu-?aq
ztq?I>q}^<v+i&l67?CNVCz7oLiX5CTHo@7@A)UKQDjXouqPoZj93aPsUx0rgsV;x)
z(UHhoX{mtu3gEwMQ-YztXT`Osu;bze-T@ixp#fpyBf{zc#Y57N&?AC<1430DCJ=ax
zH}}u0<{*B8+L9p-0@`cWeO%T7Cj-j6VZO!q5eF`i)QO~s4AkvK!Zdq_;TPi!7Vrp<
zHmp&@i3$7!DS{7_4Y0xj4c#C@feWN;#<Z0Zp3+l@$?jBn{}CEe3(%I!)JPBMBk@8R
zT7@8f-u8lxS%)CL^oD$&XJr3^|NWioU5&A3_oM%u;(81T$~yq3cMo&oOfb(_#^A;(
z@oQ(+T<|w6&V%#ulrw#{3rAPaWI7R((o@S}^Z{9uhDf@B^L9h+M9Qb>EyGdpd%It-
z6A?cTewCRQI67;_z<Kpov~)@`d>y92=JhnYAPx_7xA8Qs`*XFrfQfvVbi4d`$#t09
z5hkv`-w3mZ;WjOnm6uusv8#XNnvh_ST12eQVy{M3U&1OTst!Mi%*G1AUzk4g(v-YB
zPfx<X$@}xGM5tTxaA!@=sbyV8ZH|+BvykuP&^{Ui@oR@r^5IsJN}rRxK~oC#cHmPv
zB(>qNC3qtTR;qHiBa!yzm=|9q@rx>}`>$eCR<YnY8X)q1YeOZL@oi12h?^*8rj6A)
z1CND<*|kHz30I6*$fD&WmTMPVQbwwleyL{g+UVOPxuaG4Jach>dxiE4^$s)<ktb-V
zO;e1K2kj*3{JiODuUg2NnwfGQ&)3jkHoJzSgz6^A+k*Lrwh<E~g_(E_3GP`uhBccI
zw{cSk5=IM~wo1QvGm~C%+wMc~1L2R<WANC)7@%{NO&yq{WRURbm8Ql8+~?_;n>Exg
zlQ4!#yZ)?;E8>2w5+v`NSjkH@JQ10d;g77h+#A31ZKdR1krn3;QY+qEmI8<F#3NXA
z6uV`p+q;b*-RQZMu{__78&!EtUoy|YFV&edFQIllRuM{SHSX@nk~i*JCIwAd=Hvbp
zlxrssHng%X6jG0@GMb!1KAjt2wJwSJDOOg9JnQSn&`RNiJm2cnF<isU`&d(%@U89b
zku^Any-xi?n03EWNP~rxa4Ke9b{$RAa&LtSZqD0zYvlgf2xXKRoy}2T?o|8L5(Lg7
z*i6A?dR0u*b7H2yCZgKtjLp;cviP-HX8J2US80m5!ytoP<rYGjwFzV5+ftJ4hZc96
z1h8hT`>*<!*)yXlwR7hVnjcYjHMs(&xI|5aZ!&fjfo7u=a2%{Z+WFmIswhk#-?w3z
z1b(bQOX9Hf@JnFk72WLSuUQpg_VJO8aMA`v#rowiFs~mz6*tVsX_OOhm|DOS(kEN%
zE1qcM>R(AJc`;woxk3sv!)Dug3GFPN%iw568$NP<xgU1ztDQo%Y-N0*)%Q_NY2kk?
z<GQtU1eiibs2`-h$=X7+F6>iTq|l$3z7#V`MbKSQ`elVhtCbdxRE`;}>n6f7w6401
zm~)qM{9r5viBdG6xZbj?E9I{H{)|sFelhyCRc|yu9~JNCYsIdHIO5i(+~aUEx?o-z
z95i&DQZE_=%XvJwM0FErKyPIEI~4SM*%{VD%73)%I5q4!D`>1H63=-5nmy<Bci$#Y
z92qr}(#O}`VH#whQYew->b(rkMXRfX8p+}x40!3a>wH-57ao+!QZi(>tGh4xx5_6v
z^g`ewFPvWwsAQoAd(E=SsYN=_C!J5UM82JvO`q3j9AzJzzhv>_j&a~SJWbd+5HA?v
z1Wv-jr-{65;wfq3@z*&_y&McGBpjrpRM=uq+6sZHaToh{hdRMEG$B*M_C6#xP`I&b
zkKRZ0&*ryg!W_U&jh=ZcRB0g#lY3Z)A|L%onwR8<(m<+g@{*LgkW!zTkCqxRcFam|
z|D9^SbhOj2)Lw}qA`|;w@JDyc#&6C%mhqHJ|IA5CRs0WLTHg?N84DlQfR>Ek*?|OA
z;SW@yO6XrQ5!9SjoEgKb(a;PxIw*%$(m);18jZ@(JB{PIZE>5u5QY+<)5GS*UG8`_
zeZ=28Jt*CbgE$uL%LPspzN6nPQnhkU5*V}I{cc?N73m*Po0(7-UN9$h%8&$H3^{>0
z3d>AuZu=nr#6`s%%~wb641@S6wIC-g89jmd&2Uq{q*EF!e+_=^S|(3DRwcc0Ni;3T
zClL(gh|Wg{ru`a>*XR6zGF;zKga|AA1rGkm(nDsq;l!%8m8G-cPJ?@oYt6M^eWmA+
zyx-v^Pr#dvN(Tgjm3W(I%}#(-MXQ{rkzU_IhMeiUP|@U+L!my>yD;@3lgYz-WYOG6
zhiBzG%l3Jf;eC32bP2fwT^oa<GesQ6sdDtS*PCcLsLRBQIOl$!sAKeFLnBO5(rBTk
zV%D)OWl|(aUfr^gvv;QU4+-xgA+u7hjYJl#h3&kIwEKKpIVSn8YZav`IR}~?{;l|E
z&hyixa&E`fmneyy+*pLCke~hPL+0tXkq={a1*^sgKS&Y|()NSWaoIPR8-3xyu&}^Y
z5XKKdH8dsNVG9q);40f<U=49IF)pV$Odxo*BvCZIWlJ4}1hv-5dJGt83k#7-brZAo
z&@nPUcH#@BA8#X_rT2d?OBt1E$U%Y^V849*uHM5&OFX4l!hgqxmvSwrbo1>1lyxO+
z>LQ0XT1oyC8sQ5O#5N73#X8vo0)7c9i<@=CZS_58VUz!Lq!Xik*xl&;Cfn=-za54v
zVnIWc6O~I@=$2sC=yS9rLxKbDu7>yRGXe(H^F(f#vD;U2Md${RCmILN=Wt4irGmcD
zlp5i<i~e#HhLIn4xd;8Ezr+=5zd2w<qQSwex=-6U?tCSmhWBi-C(5YIkz|i(hZIpr
zNFcn8sF4a?9<%n_T=7TIm()JizP@!NkIeN)Ev`Oxkmy78JhWs*o``+4*6t%v<R8zM
z(R$=@^HhV+(fv4$_@*OxU{m$sCThw#!!YXK5ED4VNd4^kMkw0H;!T~?_Q;#Ud?kA)
z(wcoLTtH!lrGmFvS~YBOj4tEX$Zh~try2cR{XiVhsH{VeT9(AJM@390!hc(=tG51?
z=<#^4HL)UTS|EOY-rm04x;)5^_Q<eEbq&QSkRyP7HG<`Sk3=^70#)0*a)R2%`|0l0
zv6Xy2iOLTo%bp)k9Nm%R+cRRM_OQa<tdt}H&Y)|Rb9wf$>_FH7{=M8{F>2Tz&0$MO
zajtALPa_A(qMI3sGD-QXM!$}eQFl_18V6wk(kd{=k#?wwSeWObH2mx`Tulex46Yo8
zm7_d1mGSGcpe_~fp8}(?H_HxV=^r~{sIq*SgO+M46Z<xtPy<n+Tp-*`^7OF5rY(NA
zljsL>OtB3itX79wMoaYU*}sejnk3SO&Zp1Q&p<BySNhfqTw%1<6Vswy<jNmT@K&2A
zFj-7~=oie>op-mGQMnL9P$JQ2>lMP*1a64khFqqiqC<=!aSS9uC(!EGO*Bi-w3(N-
zJ|EX(h~NfQuA;8A3@mpj=uBH{i#SLWLDH$xFWN3PdURMkknPB<tD}VCz=CvmCD_U}
z0>moUf{E}yV~@4X5#!GOz<<Hhn9Mk5ls&<ny>rhx+P66v2uxnCC~Ij-p{!_Z*JW>B
zF~f$at0+wvO`kRRI$*yvIO~{KJa=h|zF-WpSk&|u4if`va$nh<$z(Pa(oZ!ggS;Q5
z`C?#>gLZ~oEM;=dPxx%acZ2dxD_SI$PV@qqu-g|&t*7Rf7mbm<U6d2KeMc+pP07g=
z{4Ol3+csc7WSjWQ@N^V-0&NiSW=k}cM;(@Pqa_&Clz-$o?@LZ({9@^VaZ+G{HJ@B0
zK72M6<ETf<H$$doN~UrDh>KPw>qpL|FSwh+y37v|J(KcPOc7^FwmQ!#QQ4Wdq-SZN
zfyG~&ccsTv^C;&lf0p4I<0gxO4<KF)_61NJZJu$NHpoV%x3W(ciPIQ;^|GNTRL;I?
z)xp6gH5%O?ZNK--G;<0M^p&`Q3yv#F7i!bc)@`H(KeD^Nkph8x?oG_#LD6!m11_EB
zJpV#TcrmuIx>lLbB)f(!i^P6~(g!QIJ)#s)VBMHH{zF(ZOo5;slOK=rAhp^_Xgu}h
z#N+yTE4X@E$TBLkoiExItx}O#Ik0SN`KG=U5lq{loyTm62YJucz)<(=!r{u6DSiKT
z?%dsRpdyOqPh-uq<3cQIZQ~!U@ZS9?*Fqm?A_Sq~;dtAF-*bD*b2dy_XzlqI4Pu9_
z3~5U)(6AYcO1tm)rCXVqPZ`m>pYU(!oG*0GR~-*?4{Fj*;r*N4j)b-*16N{Y*GV2T
zg-Wv>tM}sLQxHnR({10u+_?^TVX(tf|0Lz=ToJWx==&&;^d07n4<MH*_hgRqJni?)
zMwfxIV$jr78V6nNoz(ZYG6tFMMGhTis(1=KeY<rZA<S~f*cos5wNqbqx_)6AzsttW
zX(&Mh&@%=3zKuZ|u3+CU{MKoLxogHo-!xXJ6l@`R4zL<;8_AJn@-8_QJBD6*_t@0=
z_Mu@RFTokNk5F;4O$0A=+i!d5ltti|AtIJh!^Fn^5T2Xg#?a;Cng=8;y)zVKm;mpx
zpuJ9mfjka&@WvFeY-Su^p+f+tfw{C1{pD<40;Zt4!0aZ7hDLmXlnGm9U+)4-y}H8L
zow3F0vdyk_RO*eV*m+Z*H4q4v#X?U}2qzQwk<ii=`K#GzGVS)|xo5j3i{9Fiv=9AI
z*s@)i`$|@{5azQE=ob{M1(;T|`F0-e<?^3wT!g=;QZXC(&3h{eZ0{>v^1nIfZVf^v
z^9TOWuMl4TVXU<S4S~su5Yy1lm7j*bv((Xbx8L1<mLa=8U&GrE!X;F(Hj23@an&k{
z;`pMjYEkk%iN)Y}@n`XXO!O0&c{<xFK_?Jwxs1d>@b~7}B*-KpsZp8_&>B?Gf&aO;
zU}X58FYb(l?418)Z^6mP#QLvg#edyfaI*jJiCd0#hAOxM4K(NH*bvUnQhu!{>AykY
z*oL<7*EIdXot>e-tgWxF6Cs@%UaYrXoOfJ!z7@VGW^m2V%SaWMbW<52uz^eZpAnU%
zTi^-;!NV$nLn=A`&JQmSMe*_9wT|@%4NOu(0jmaohl~&`1$VH6@I4EB$B^%VHUW83
zk7x0H-IwC_1=2&11(M|hA`eC?^g%*|^a=OB(H5?XM-u26f!>1y=2iigHzDgnz?UVI
zq7FgY%3AU1?4hUw!uriSbyS(h*)<1xiP$=$LoT(YO^X05OGk$f<c|inL)bTAb%jy$
z2-$aF(QSknP{sU?M`mbE2i#B#x+0V=&%p_FK*$W$g=zv_Bc}TioKO%9iqr+o0IBx+
zpgIh;17-*L$Nshb3%SoO!HG6^Z)e4L_k9EYM{<RQ9wb=RsHC{5sTsqEyVu7~NVxwx
zuvS@m+ZvD(U1q1QjqNoM7-usO-$zBE8OU=XLDa`8jj=T_1k`(@r9DRQNA>yhqz~ph
z79YvhW_?08QVbSS*JY>Q>-Vs_@bWY7W#dQo%@4%!J_Li4tIm)Qi75yGngj^$Bg>03
zB$ReYdTe9nUi$%rQ_6qM_n?F@Bo(czr*8r4ar2J;{y>0SJ%(2f?G)~LkRPPV&d&Y=
zvcMFaskR!Di~Ga#<HOJA{@{c0$H)ep1wu_Dn2CV&>9|b#*vHRDNQ;A=z1s)&SLGaU
z_m4vh;Ae9rC<n-2*);S%;{pC<Cw^S`=6&MpDi7pME>n<J#OE<}4|yS)i1Qs1Aw27L
zhhlW0j+1!8e3skkc8P85tACJemOR#PWusAvRjmF1fF0|GSD8J?Z}!J!e|j8$PtE5W
zk6Bt<N!Tps@a;K0xF*HM^k2Do^WCV322|u9JLk`n5qr*J;b4ymJCG8``T((GOUo6i
z7#SzJlrNpGedokJOq)bG4BeX<{C@P7tI@^{N^M9p_4~|WCLYBBGO%?lKH5~Q-2;$!
zQt(k-Y1g96IphekcE<Y#3|BCrUjl7HZtxr!6O+r&3lgnbbjgF*A8ymZNus`pf_2%C
zP%__jd{oc;hIT%Zun@r~u;wht;XpOWMn`yt0o&+D+NtPwAmO&)HgcTK*|`2K?kyyB
z?8>9GmE(;iGRp6V?0E4r>&>tGkkK{?ni8g#bHxT__zx291RfPD@t0>w+qB*|Z$^vr
zSj+Jw&}2`f28IDSI8@y3)*nR2x)TVyC(d{u5LolEeD4WGelM<;(>JJ2kGSo0S-^R)
zEjr8BlOC{@MecCdl`n5f)VGtUiGuh$4|OL`+0f%7H{;zFS!NQ{4RqPOQn4H@IWCJ$
zPmDpACS(+f2MUeqlZ92FWv_8w7V(iH0MEEqg92(LQ4wjSLQkm)+6SCY?<$8V#b9W!
z3$IwYN3w42c!H${I#sm46b-lPBWW`myX!zE)2*A_-UbRsNR>~cWIjuJ&rJSGWAf&S
zF3WGc<$?@0IiGz>OQwiIVe_>$8vJ*qMZ=AKkB*${N4d4IsZpc+_od&bKn0L$Ec2_4
zkE3gAEfZ=R6^dnu@m4RxQmJ8s^*6F=6&CnI9fiZEIE+EW`b?Z-hLpN53Xe&fk$h!V
z)dD}4+I7l=>D|H<$I=DLHk0r6(;pm>sovCuB8b6qPS!=UbXld=&b^^@g)?_$7J`Bg
zoz9!x_xK|!fyczgb#{ydzR8ZsV|jAtF>N3Zb2FK{Qv<V1XWPKz<Yg&14VZTLC{5ka
zuuTW@FjRWq?t)t=xTc=K8}DI!Ba1N(V9XPk^oR2p0%p${_5~14D}EhPWw0By5pN5*
zZq4dNu{UP~KZRH$W;;7v;vYnPr(m<J)l(<e&HpNgTFGoBA;208YD48&1UtiRN}u<T
zW)mB^33`dGNOwT`=fJ?2QuuHt&acw2f7X3?`WF)qxOkej`u3M4_r`QgCbGUz!<T~w
zw<C5PsSnZ+e(6WU5jWj>9KBgP5?-ib7)rQbG0OxfA76wVbNUJ{JRDQlQ%_><g&3Ad
zL|CETbn>8;r@H7=E^nEPqEf}Ao|=VUYe;>!-9%&loH%trPT2rNSr$WNAE%_9HzGv_
zC<=<?1}r;z19X}QY8|M2Fg6b-7PfE_bG}Jod{bjrybL~rAY%*FS19F14!z421R~`Y
zDUc4#SVEa|6xjth1#rl`FU>%+`y1K3qEkDEaUWM_Q7414!|&nJQjN2?VzT+kV2F}~
z3ZmL?aLz)*Iv-ya&4+rcdyz4(lfnu5+Opo*BvLR<RTc&<fthpKXM|=mwau#fgjZz*
zDHJgmS;iocsDsB9$i#h}hJsZq(6;kqzlt1wv{SFHEJtuHJUmKpCSa{hOf<aejQM%(
z8>vcz(H)Ccg)fB%Jz}8SUZ&@FLsmL?9AID{8MIee>b&3B7IAn%Zq+;^ChiB#evSMk
zF^W^;pI9M#Rjb49NCTtr2Gjnt;W=A2MlYULX&Nd?Y-qHIZ3XfB*ZR8Jfm$U}kTeS`
zSr)JGJ;M0w;RUANcHi=SJ_l5#nbLmf_YBAegg2UFRR(KKpJXr3(s&k2A>|gK8fzDG
z%<K~p#yK^heH%mA<<%?2lNVHN!BVGb9hg8H=Yq_4ujVDYTww_a2;NDhBBl)mv*A3)
z_z^}km6$T1!~60?QOSMdc@JniYiS11OxtSCliVJZ$+Xi6IE`KXtJWHCsPs3v#Ik*9
z3e@@jFlZvS^t<UH%`<5*R?%YdelNWlv2=zf6Bs*rWXMe4ID6Bm9w_vo@-buKD+SyT
zj78ZdX=%OukNa-8;~x3&v;mU3$I9ebwZ{H)sHuUH5NRS^_pS$C<wbB<&zt?Y_MOOA
zmZ05J1&%=KIq3EH@(A#9UMoh%iPE_M%kQi|tuA?nhp^HM)Ua1*7Nb_T9)hFTVoqOt
zF^{*hM+$l0H@Xb*q$gb8D(<OgZ8Z%GJlBBSv?7@Xm>-T3a4qR3U!H_#8O@AS+7{6W
z_uNiEzu}F9HgCV;gRVLeBJtCxN7auiHNT6UPk#%Ma=NpvHul+Rxvr7qqe^<5cqX@<
z#U30BtnbBIn=`50+7dpN#xGTC)DlM1Z%xU)o!BT}peWEdUDL`L+N4VCGD%G0mOI3{
zznttL{S~%!6;8EK&1#+xq%|gwejre6>tR}M2S+*6I65kVi)OzpVuetUEpaD_N>KU=
z@6H9kCswPJxuH{r*~B&>dBs1#?8UdO4g2i9cDNW6_h5Lk7guxm<5JEUn16aX1v^mg
zF^w3<v_1*$(*3dQKzFf)-Z|ZuwzAdy(&^W2q=S@@X^kE%Q_u&6b$^#wR9)mg?D6-u
z;(iD$nGsGqOD>N`#%A#%8V=7RBtNm{KQhP-t>sgh^~(a+|6gNY8CyrQY-?tWnc{6`
z*k)#CW@cu_Bxa168DeH;$1yX+%-hV&^!(lPj&!7ZrF*6MF;(4NT^jX|H8WLf8KlTg
zx4=rAQd9UtCHEMpil;R+Xr|yaW~{3AZI|hor#WOe;&#peT=L(py!wu^$iaV!3-qW<
z%vf5l+ihmt+FCw1<{v4fwyh5?CM_U;HQMF5Mi<VrE<TQ{h1y8D;xCqZ><pE?Cxqy|
zBT8MG$7bcgE0qt{4Ik~dgvFo0juwmkOPYlcSrc&WFX4Elhfp<A=a1wcvZ&P=qAebh
zSA()yYoJk#3i1tyG53+|Fg*_V5y*e`bo%fsy7-#+BQC8w@VC$p&X2ffV7YpRn18WG
zgjX$W7nO1ZAv3h9&2dr67#Sm*V+^X;ebSDb#shaZ{CY`jX*#U~M{utbRR(&GUeQ?|
zep>lvSTATYAXq4OWz7wh^4n`XjS2(^HIvxZZ~l&3cMt{8_=UmGKR^j{WP|TZTjk6;
z;sRa!q}mq4lV_@?ZIO7HHNIpHOzzj-!%$w9@H>YFx(`0iylBDiuJcO4nfcb)^DEb*
zTXUeIr&&nnWa-%77v~(095o@cR6`R$u5)cWUPI4)WV?-9BZIPX@5Tvfs-t<o?|9SR
zzajDu_O))F^|h?ezM7U$3y$pd3Za!uowG~xz-y}Q^0GY@eccVX`lg9@M`m8jXrcZa
z{2QdK8B@I(`=sJtXWCcC)JEusQH{3gqhpK1rE>(zOdds-WRY~cuOqFqt7Ei2AstF}
z0q>QS@_x%#?AMI>tq!!msWXhMc5yeWg(+u#`{N*`gN(vUL|%{YGcB;%w}H_|7|9!a
z^4j>)aBGQkbgf#3Why5F&n}{0g?^w0>Ap7%fttA^t)Q{L<%Mm~o{o3+9tFEfkJl__
zw;8%q<vxvkUpX-wHY8T1VoR@{en?;hNisMN09_<K3JzeloGC6_&u{HtzV3&;RCDOv
zs9^;vtn&O=YXu>%ctO2ZcLQSh*lR9n2e0i@wGK*9Q;Q~cVY`w%iI#Jf@S)nzP}d#{
ze$WeujpYp}$b~vY*~8M$WCIrb<tU4L-%=Pj<eJh$i9C`gF4lSVQ$bDDhC6P%?d`2m
zO|p!$fmUlGI3j>tlyl~tl|Y4VD=0o1Q(SLBhO*iMRI)?sUoN}H9KCU8hjm0by$j6=
z%j3}9p<Z{Cp#Z~D&$+}$g`OO3)!hEz;VQ5T8)9>+W|NxOgrdQU$=X?%9%YEb3T2<l
zslb3Kr}rm$-Gk1R+ikjm#d*%#^)DZ5?itb%a$x&ln1@s41fT*rAofCb-t^Wv<XGzD
zQQX`GsovpY0xNb(Vyz8^g>PuwkOe<u*P)w5L^U7y?yP=GRscow_%@<;MOCEIsn<ku
zv<t)A52CZeB~*A~KTBNrWCsN?sHUQh3evT)AL%m5PC;qNX%o~oDsqAY2Pa!uI9gM_
zMA&5k2jhkr1P>9J>-WOC)^Fwc#$4I&s;^FEOLP!DP;<2s3SgnEk!u@%0|(Fe3t_+6
zYWOAh1R&p8?baL{s&AziQuHBDQEo$)IENe~{4@EbDqtQ93lpF`?W0%dlG?WKalY=}
z6n<5P(gS0Ga{g{POxRuUOJwZ3myuL-z?)A!Rdpq3CW%~PR+_Bq7y+mIJrQNyw~e&;
zo7-->bZCD|Soc&QBXBh=e`G!cdxsS=mKlY#`HxB3^K5um%WX`y{cRFQ{q!+-0tz#6
zI=(uoG~KMsQ~!`^3jBjcvAu*T`*u9i2$$8Cpcn5tM1G%e?4B1!!<O0~4(<UI3m64*
zA)}ePE@(4`#5hlsFkB|~H2TT0an3zP4O`3UUQ97Ra8<Sz1#6m9Z){tZa58NU2J?1I
z(-7lsS!+wb)9U4~r7SzUr^EZEgc4!ES^h?f;<NoYq0&SXRdzV`VDzS&o9<^jS@w-|
z{h=d}R_Z*kSPNqwHv@lE&iI6gM4kwYf1|tGX-+%?*y2E9F8Ic{szAjq_&S{Ww{HOM
zf<CZ3e!)#Hu;}B5Q1)Xt-xHxeH#ECtU6PAnFk#4FtN5{98;?m76J0)hm15#F%*RUQ
z_pT17NFe;a;wC&=OVN_Z^Y85UNaN2g4tQr?S-ARLu&y>5nGS6>wc<p)*)QMWXWmSD
zSOc|P8;^f|7CVRBX2MK60@iG2LYeb^7-x?dVeWnhI;u!E2yE#ngy7potTr5FRt?qM
zkoywNhQRNwrg@8IRbUY>NbIG$yG~`s_TUN@lU1rb4|h2BTarqLkk*H--|tleCq6pR
z2R+K(w(Lab6mt&__U3FgzBu}FzW+4Fc?-S5O=2Qu*Em*ND7(b3XW+_D8=P93t)SUo
z49`NR(4Jo?wnh@a8`Am|?%KPic6W!$>Jd8}G1H|!2?p;N#BC~Dx%|qK^8}eW6>833
z0L3LjQ!DMi*?H+Z=TRQ!#p|5hmT!By{B&YOa<>&6kUk(stTAV5`~r3gUzF?9hLfOv
z%3Y?Xrbx9ht6`=CvN<6lTwSz4uNeKUxi0=y26J2nt9vPJlxcRHK6l>&rQV?nfAc0d
z=`bfJiXQ4k`qjg0dMFkrq}s-R=dxY?DJy)ZB?`^2lhS`)m|?D9>W8ZvNhdpZbd|w3
zmTmQBSnB;mQKXo0upa#U%<YJoR}Jf>c13C3j#w{u(W(N5qaixF6q31SAGEH9_|B_g
zDbk(i<Wo=jT9cZA>+ot|1QoxhMC}CX1O(_ZZE_G9VGQNfOGlq$N+xx)lNbk~Lcp%x
zOxr+1ZUUDO>4mKO6=B2Q1!A5Z^CGS}wg@Y0YpW4WtTL!BC9!T$mB#G?Qx+McG?dx#
z5cKLs8JLjJ$|mfgW26pMaQvnqQ4X7gbbKXg<SWn%U^AY?Hb{1P)KL=0yA_2cF6KXH
z(~7XmNkffsG<NL^r2FFo_DR1*`M6jYA*qW}SoNG75u$t$nV~#Xy#oEl_s5fJnS6{i
z9uLfw(ly?qhrr?kJ4i-8Rdo{4fWzis^=ih8js)SaB*p!UGArX!AXH~Ds+?Tu5H9~d
z>jFO_kE~8XyUf(dDwNTS&V0&V`6C?fE1#+`AiOG~)+vbm%WHwr<L^rl<MjwdHFVnO
z0FoXOyNN94s_dr*K;cj|c{!mV79GQLofCdn(OUL`mp9`vJ`#t1AQlIy^QHZEci!VQ
zojU1$jtLkAgLia(y#q(<st<}Q^Tsz|-LWo{MU;~~yFM3orY{`id6q&BK-<UABGF3V
zRVAb@U?AA0_$!x|Nm#rL2r-v&qwQBtRH`L{jR)##p(%Wapd5Kb#rNt62mSM0*}+ZB
zN@CFuJ2Cu>p$*M95={B{;PIG8G3vz9mYxj51G?tGAcG{G-f!8I?&6#hn(*`Rb!j$c
zOHo6y9E1bAMcQwEC8yC8E_3|Kn|AZ-5??kHI17G@?G^0s$PH_;tPk)}lNAaFF>U`?
zkqolh!_erYjBSJ#nwVG1gRlA;>8m^W%9qL#Rxi+6#q0c#KApcQ)PJ_VP4)F7E(zCF
zT0u@!#|JDCPqC|UuI6Mz(3SWBbQpu`97kclp^!?ylbOYqX9?Rl^<kB_KECz^-o`S$
zEfP~PMb8Dl6y)8wMV<p9*3SuPncBS%KToytgy)YMtDM_igTFU#LpNPiDmCJav8&yg
zME@JNXk}rpq`549`GxUWVn$JNrj5zZt<C$1(Ri>t{$}eY8Gg#Ks3@$DlI3eMdYNE4
zQ<?u$f9%*DukWP6+z6|38|op;A^o`#kxNiSoq_$ueeo}{TK`mew5Op$50^N`y)Fmo
z>co8p*iL2T8E1q0fqh~<yP=%|Q?{z~Cq?JH&Du8$4`v%)4j8X_gWct{{3S9uP5O+o
zRf9bKg^W>FLI29tCOXuI;UJ4vV(uRGUt^j=)UWU-o(zxKK|S%8Y(bk6(kis#eB?&U
z8JsR>$K9qAyhGA1AR_0g+?bE7rSOLRzZ0!#U8vvU9ofpwbd-zEweeM^=P7TRrs8LE
z;}jzWgSywO%P4maHsXfn{Z2<J&=j-b_(+2bpRNLOQ^NoB&D7_4KbuG9`<hB>Ytl$D
z=@1tG^mlrb47ALs43|2Uww@p-mE~b<pGk5<Mt`2{9V5@!Zt3Nje{Q~WVd*CoM~NcN
zZ$CoHwbqYatBv(DD%{B%jxItgU9v8om<gKQ5gE-(i2IYUB-!I%qc7`Yn)YfEZT-eR
ziuG4%Y^JDX8}H+{MQgc}Z|aW#Dk$+=+Nyz#<oisl=N6+^tKEJq!A^+8?`%$stC$)@
z1}Y#Dsaq&U0M!@a0=FK#jJyE7S@}0<nrl!|Bz5Wtiwr1aIDwHet`T=QHS>a|UkR52
zh2sLQ5q6Au&@=0l>6lJ}xIYURzb)YwJPV*+dsJkQ-1Rt1)~r`>on*Y5JSeuU&R^-;
zYgY`}#0aB{>qM)pJfGVlnZe)W(IPI#!7AQG@#OmTq9vz2mtts%&5g*bb(`t217Wc5
z$_8me=t4RNBUw=(XNn?=n;X?#T;YkiN)u&9?%R6%Jx4i|Z_$KGjeo9otRB};V5kTh
zz9Mc9zOLbU!@ZiZr4iYM!ZEUs;AV=JG2PO0GECvvN*i`S67EN+pEFgLMCme37G{Re
zLEoKe&t)lS%Ez;y40hdwkGRw7>X&ZgwdAGE#bbF{{`0sTl*gPrNvx@{V=8ChJIW=A
zwSmbhn+N+L(KAe&;aj&?D91<%V#9o?(z|dEE2S>U(R!FwGg#HcWkir^($$obG@ck!
zci#)E2rkUEv9!i`$k`FuMIpflY(?q3>gNZa))lS42aYFa#F)-qtUirFWy$7jF-J7h
z(Rl<k0%GnubG!2NnNj!VJ|VHhQ#9=LepTAxj<l}klzWbU-w@Wv2^GFm(!4onH17k*
zYsVw=_Wg2)CL;B>FtV=Dz`A4Sa`00_CMJ`9qqdQcf2seC-bi^#xAA)J<@tQ7xuPr|
zeOEqxA5Zb%4U^r_`v}P`MD&ocRR3p~pKWe&%Ju?z#$OWU7^jP>s+g{@Cdse<s*#c$
zH{|R!lQ0>jo5=e<-LcT}W_Y9JZ4t)0S#YUIdbY6?YJSxpOBl|WL0a0*E$p}C8HK&S
z9t%g)<MuMLp95wIa`9Cf7F+<C!-n89(LB;QfC4o=$+Z2}E&K}%624t`Mn!^cw|2ST
zU|E%3MI~=2{+Jc#@Wo^QeSBS|OczwUs$XChueDty*_s17Vq%C+slY1CtIOO<%y7Wq
zUx#5e63r`CNG70-><SS@yjZ06%m8i$E|*oS60voal}{2D-pa!Eq=`2MI^}`l!i1{l
zQ}vJPB1KlNX;1SI1jWbhq0ZwkdoeN#Opm!V^V_4U6&(mJch6c4v1a_~;r_q7@ez7m
zb01o45Khj;lkhgynpK|3lNoh3ETexKz*0H*WnAPxW!xn^IH&1>Qqm8s#D;$I9KCx9
zJZAGLid+qwT@|S!tn)Boq(sfQuo3E{61+mMHbMidR?)8PNF~z|4Wpl1Fc+p+RZfYB
zX6QE@CCYw!#MIA43HgtQ9FTS@8jo%{k(~132^MQNMfPIh;S^j~YVVhBHGlFq)hR2R
z@qB96OVCVG9fm^1S+<%V<Jh`7MjIF~s5_*yHI->$vQQr2lwAEfB1jA^QPhWo3Dl6H
zMgu{+i4bM;6vJq4Jjd2MU~FdSTZCbR^VqhEi@Q~Fv8JPI_o)yjPW~EX*qx5M<=@!j
zM2G`wMn4pl;2M-#w?twK#78ojmv`!`S1{~0@@$;XRmo4okDRlZA+o41tgui!RES=7
zZu_AjMz8jlL<TEduX8RQ@!GyUUcJ8xTQWy~dzZ5QIbdVYSfenKP$kSsmg=CD%%Mxz
z-7ZxiVbsH(r5DN4nxuaHb!`t`{(V&t4ukygrq*S4l0_D|`yR*d`)_F>qFU2CwHD-W
zbliSzJ2ktPhP3FK#n_$lR#+4@@rZG(c-=w<2b2P_KO2p}uAB`nn#hdUqs(4{fU&a$
z@+2W+76yb0nD}6Xg*9KS7a1ZPdE4tJX|3_<xk1|xU6@5-gd<!!3!(<H6b!B`57mqy
zJwcsfxj~raEasQ1j11nARvll^Hr$cvPI=8~ZWSvUDvItQlu=8MCr&Fyt1!`cgahS-
z*eVVk6l=W!bMKUe<=MIOCB;)tjCp^Io?l%r0x~OKoa8<B_|Tw0L+3dEP&`<i9|P%l
z_^G$x0yxk|N<oHxhhr7`c5BhV>{W-gpjg(@Gkh52z=&0y7rQ+;pDh{-=#27xerkFh
z`ia;z@#v!m6?<iq6}kw;talruci3|A;v4V#l9qd&@aRm7kZ2k76ZaIHS}IAhw**`n
zob3a;yka3#PFwJ;=+sZrJ&U&Mk*-|eDqOuPx3s>z?aT0rOVa5eRyF0R!l@rwQ|3W+
z(D_^PqGHv}c)o78#XWdCP7U~@Z3{na!MzdfHR(2N|2FS)btM>Utu;Mmov)J%nlM5g
zyvd~+=+z?b=7;@~^si?P*SCBHdeckd{kLMI;$joYL~hRYJ;ag+3^mjZ!DF2jgmAK4
zD$0~)cqQZFQE^i%7?z&l^rWK48J0arv&L)gZoc<wZ0+w3yh`XmQ@)J`WB`jN*ExOq
zV2vAE0iW!B8~%Y*g$ID~d;ZSYdl6RzoW*j#VNWJC(Tsd)y27K7D1L;?4eg4fpLl5@
z-c$UT6VLebw}<o<SLxZT;)VS6Xo4_>?Z!SqX0OzWSuVIFL^_+j*_)k%Ve$I#BlP%&
z&Ieoc&t~-ZyPd<oitdgXTO3>LV(5tK#=&qfTL!VJ{+{@~w-gP<rXOs_0f$sT)Dl)f
zXKw%d<XH^`T;mZ>(HfYZxv@q#<a^h?w~8tXa6Zxy3IDIiyEb>atw^qj#*Z^sN0G46
zr{T`+3+4E<B&_P_Tb=+IepTI`iThaqWc5pP%w;Lh&UqWV;u5V!JoAN@oq!o9E81m;
zNo<z=(=ToIClAZ)RBc?DYxk=(x#eui3<?}9n#Z^}5foVAloa*f=$_|peV$D)>`j~5
zza>i8XNazqnxIe}5$wTJaY1@$j~(s2S5}38tA~>=>#wed5#{gFd->H%B$8C6_eBHy
z^v?1P>N|plDG`2Rc7|oWr$6Vx0q(^e`10m+&@+cCHmaz1S(AQ0rXsW1Gw92BoL&w)
zuk}fkqLv`f$-_vYGy2R>A#cJ2H~fir?D>NAo9|hgZajM57lvxKh{!MpALD0ycRl9;
z02E)yn&<8-a091yU<jQOUa|Z}a<R{{(wk>Dw07@TyY$7oEl$-Tk8516VbLCbBfUfT
zMhM8NM$3<<bH_dT*{Yd&A~<ya&bJqVCr#CbzYME+p^slkoG2S{5|934fRvm{n+4y<
z<b#21=IrqrjH$o&@tYhmJABTGfF(}lWyr<k^oWJrJKO1>wE3gSE-Pk<P~NH5KR^3y
zboLktL7sb?oR8xgf;Qz)zEk56L$d3*L#~<Q1fWR5tW+hi4)xSg5^UHWnU$DnxH|T#
zSqE@V-->69AoXCK&{&w38tBJ`Bo70t-Bwr+uPQuDyT#@jyF;wZY53zFu+1>uToukp
zE~(?rj6x(kc=BS;lJ1FfyFH{nU<l7v2$IkeL{(>RufgRz@A<AQt&%>Nov>wROc#qS
z2!;2|)Yj`yqsg(f`LDLrk&&>q)py*U%UGrZiBanmJlx(^6fEMpo593Y2rpC2Gi7dO
zQELEAT93;wO?_~VY9I~))JWCeY^LnGcNxxDAOGEMy>YAX^&LDw%7D7yy5mM4eF~Or
zd?!V@3##h`H>vD;fe^L9oP3R<XAEJ>p6#R6omoW;z#=Ky_Mv)Gl%BN%i^gkBHq<*R
zi5%Uuj{r-cDft#=k4@=L`T$&*G=eb|Hm%aydr+xHn`!RPs}qimOJdQ<*S-%0Qc*j$
zQQDJN0=-FF0kp616em*()nsP!*&mdFDllM;!H$j_j`x4#(jE?^59}?|tNjfoYYzz;
z>PfJ3S+-H6jznzvXL=bN@yC!^*21Htc`|9N#0FJgW-AB(iaU`|J)OfM0+YnZ#l~@q
zu$0Vgh(riqJ5NdjS+;jY97U}@YR5&5F0tTOpk0P^DF(@I2d)mOS^HrB1b(xJ(yh10
zZ$B%meES--SR8M0B%Kh~w;<{)Z+51jrn$5_x1=0wwBjN}#>Rfmc!S*pA^&k5*%kj;
z{8twAk^1=tRYXH4H9?Lo=_fsU`+J=$Z|B|G9IRRHu^-{;A(%j>Xr=RKGW1<JruP8k
z7=<aD^r&LmX2a+=NW0y1CbbhEU1u}X+U!Da1_06n*+D-us%Ru#aqOW5eK$uF>`m4%
zhsOtrZjJ!7+QYr>D#Di@2R}pJ)d?n@_5<)IQOq8D5Ur&^7!OLpN0#*&u|8w#?#bMb
zmDilzfe7o=?H-5b3%jwX;Q%fWwDutG^up3&GbmGkog*QM<YP;aV9SGK3}562SdX=<
z#C21}=U?$Y8)rjPDcmsErWroaMDa^q<4>`mpSoKHM#cjLpQ5Puevw*Y%*B2Zci*jT
zH?C@)u?wzQm%P-lLF)dq#^QmM5>Tk(-+WXWQ!gYf0+S_jE7N08mKGsx#6yF=Qwdmz
zkOxBAtRY9yjZUctYYC>aAWHvX6Q!lL*jZ)Y7TFsJIm~{vU{M%J9eMdxRA}V!<jPMW
zNFg}=FdeVCC-Pk$)#h8R0OovUn;IX3Qj?|U83m8p{uLV+e}ip$%L=jJlqdh?*Yfa+
zjGlSgq6qv?0kP&`WWoZ8yd@BeP`U!s^Ab53?rP5L67RKbb_aoV`S>HtwRXH|FtP^B
z@Bmzk7N&LzQQOb2i_|v;pY$Rqq)Z)NrX_Rbu9|T}tfU@)?*$w+28TV^D}Cv%ta18+
zhtN`q;td9(%QrCJ72uGpa%R=hC~PfIw`N%a#^p(pF*f$*(nNM!`P6)dBIQN!BP;9M
z%;ukjAWaiq@8~cXO<#)ap6sopQxs$%kwtnMN%JE+TQs41mHb5nro*~f4pX!s{iC&R
zQ<Y!0$d_kF+M!us8{2h;hSf8?z2?*o-wh-MK$ah?p2#kYXW`3T$|em_hWLfA2uzpl
z8|bOVh(Np_^89)a&aQdSm<ku2My~@h@OF+eh&tnBwETD2jMCWjON`k4V7}|OZDLf7
z)udj#bvr+|to&&k7@A|&t_l!yzsERfFY-z(5JZ(nxsOn3t@(<X_wP60GeY+DS{Z<F
zH}U#LUQJ}f4SA=RfG(NklUc#_*wvSy-rekBLbTca!?m8u7WIR%PRJ9uw|7{qOhr*$
z?`gm106P6Dn-BuKDSFR&VX%W8RPP<V?M|QLr=9&#9Ac8D@=UF<VzY!Li*H+xBWJvU
z+7$Oh+beiJ%djrHlIZYze+Ds+przZSeu__Y@W5#gHRs8%{F03itna^jBI}13JWRE#
z#3JjYx9b8mZ%-1!?eE^o`YUG##=^?pik8o<HM;(+EdS(fsvOahDto@jSxtkBX<y?~
ziK)@2vN4A$GQ-P7rk1_kh5m7c7&cV_+w8WIL-m2$<FZ@$KUJ6gCm*Sji=&ylsksY)
z+R4m9&0LEC$jHXb2;`zcU=npPH+FOU9Qkzr+q8Cc5Hof&2T+UgurLETnYlk})wqB_
z78W{YRw`y@s?T}yj%NSc6g3xPCns|=0F#8VovS$llaiXa7Ndl_ot=rXgTp_$s99ON
z0zR*Q<wOtAFn4kN+#0~j2xJ4YbF*-;Gq5mn{5#kG$`BxD?O_i1Cn+Xj7gMWG)4|<~
z24L%C>}KU^ZVd4F{~<USSr}Pq5CjDNc`}YBHVDA~?6+6*b}|PrDVo@*y4fQzDF8UQ
z5SS#aU0mG&>}<e)7u*3@fI#;Dv-p;dz2h3km-lKzAh9pCUgQNi8fJJl7jTyH``L;9
z)FrGrL(P1(Cuai3!R_KE>+Z^i)^#!ba~XPP<3{Ms^*EAr1eq-DNJ3I1sq}%A^sGh#
z?Fg6XXdG*N66FOZjpB@#O03zD%q)epxn2IW>Z*`VVxvT&#+Dh8^)&RKS1AeG;iRo<
zvh9*2bto0{Mk>h3g?b^W>1O5>HRkUCtyH5(Rfa1x{l<layc~|fxF$64ZKEpwG%X8c
zqWnl25+r;AINGdWYNBCn7VKZWj5~Q*kow=cP-w;Mhgog$Mj+9l$@s)@k49|6f7A)Y
z-OXa>h?fe1>&uqW2qi&LgBw}X(A2^KaQL`2B@oc|u)tvS>G`3t!M~9ysTVVlido}H
zCA3g5Z$rurf{&B!>S_^^Ole7U7op9<bIG7dNY3~eMcbw+=V63H@CHQ~!P%u2hlVcf
z^b0i}yldd!%5}>@`R#v!&RDGTx-LR1AzoyUXqoS1?Eh`Eyg1e^+6u6VMReBltdQre
z;Du6bzjF1TQG2N%;Mr+qVR<(KPl~yR-COqt7hu4xwTO5X?^vm%F?@X_+of<`T?L6{
zHP6@Uy5=rReu1R|X}{&C&kr%(OA{(@IvoG4=xvxcna`=L&_>?sja5H?Y1fCCbbEUJ
z73e&x=`SzsN!w3SnNOuCMMzq^n{pZ#KS9{5^ZGK;v3aab$=fbLXkK1uD}H{D8Qabu
zGIi13ZLiso*j~a~dVLz#Z|y(FiX69Aa$|Q+c1e4OW}yDg{`h_tR}Wcq8~m4A#rRuN
zW*ok#3@QvK7FCf%JPT_4tc{2bCXJxbXaKqjj~|&-y72uG7YTdhU%*RrMjXDlO`N~Q
zXt#2a9k&pzoKy^HF)^w6-aoM%z9l`87FB*o#JL2WHW+_KDHFcu=Kj~xwIu%?sR3}6
z01+D`8o@__y)pPQ<sz8PlGjxK-0O2);m@!eic&EoSTM^tqyIIwjPvW1K+@*YovRhT
z3|Iu(dQl6<P$`r`?p7RNdJ(|-@GuO!_&|@idv#f#+?-j?K7LruJQ%+ozou+SCHI!p
zO))E`7$CR=CZrI0=;(Gn)rKqx>B>Rr0Fifi-b=j0@c7dtz};g~6*l}@(lkgfZi0UH
zjbS?C+*ojoxkqdy?5ltgA{+Fiy-%_II@qu6^ysAdStyJGRTLA%N6^*}*or|p@N#&>
zXJSB!_~qqF>~a0xn2bUPak;(jQc0|BiR#O6NFU1NATVPStv|kMM$`)S{p{PMpP8<m
zHYEX`ZUsr9*pBU4TOZiLR&F`5kfq}hKXj0#9#L&^lin>FpA%=1HWeSMoo0W01++}A
zKPldn7gg@e{;&!Qc~;x3ND7*XY$`sla(QW@di$=u&qD-GjB8un!8Gu0ftgoCP6akw
z<XI$3KQr5&4Q#tUJnaG>W(fk<ELf9LJpk9xAz99I>5QYIii|Btg-`?@Cijo<Krb|&
znebE>|G96q<~NE{8;={UC_-!}{to|^x>Zktu)(TTVvYs6Y}fTc1=(szm!(~7?iId{
zbp5I7HS3YHhqF#DR~mSMO%<1nN_7Me6uwqw5noGHZ#d_Okew~C^HW<KZBwXBbMkND
z>NM1lR{V`OwZTC=L~W7c&Z9d5xdf?v=k&0A&&9Nvgr|O;s2-_aOQkHM@sN54c>}Z&
znGmE1@D?PRBxMl3u^2zc3?Wd(wqlGED<s%9clzhD+zx|;ny1IU^$gZlxu?f+$Lgj3
zSif}IQw`oVT5Pj6EB#wZ!euq}XFAAesC>eUal<(9H}Qii%Fm;zV}}KflYses;Jdqf
z3{}ZX&1UEG-Am$Fm*xq7juXeCS7+%yQMz19u0<Yy1m=qBu-%A;<Pi{@|IC6999(7G
za{k$TeZ0o$NQ6WSUvM=MTvO7&$;v`8^+sIYoJ8UI`5A}tSD#${S#SrerurD`A5Ty^
z7kaW6m5nkJQ~9|J8;H}HA;qMrQk?3!qPbf9V>9`&&_VNK*ybz87SYb+>4WyF;a9$o
zy<0Qe7ia!W`tp0=4m-h5ZY5`6oEq;S?_1f`Gseyi*&ysq_?hBBHy0Sh)Ih!$O>F;+
zxN3|0q8ljrQTmnMAc_-I#kF5fe5H6*@rW8%zHfh*4`aj%{1e=RiG!rizIw~GYbl*j
zT7!|Lt9FvPT+oi4iW~rF(+iia6zbR0i>UZ{QsD!?mdSh76D5BAyZ$?d#t4>ed}J*4
zoq6um3c0y{%fzurC(Z?@`y%IbNyuXRGbESCM9d*Jeb?sIj)Wf?C#dkzbW2%#G+#EC
z$+9BKf*W>rV$XcST~Ui8yUc79;;4Zgd4#{5L}hoOuc}&`0y_uEG`rpdJ|0SOmTx((
zPL7Mb6}YjM9tpHq3`rwgio*5vTo3b{(?vDW9#<$jRPCQya@R9U>FhNQM0`Q8>QNNB
zN5Ubk8;>(yR^9MsdrDP1y4Znn4O*6fqp3QFAPs>%@AoCnMP-G(YWH3&k?p2ItTS|X
z*C7*N@$gG<C_`bYQb5gYKH(k*Dqw+1Y<$7@5U*<X3wn-QJ(%J*+EZokCFY(!Xzrv`
z1pmtL|CKqThE_UHz77<jF_`u2{Iz)*?qt}a?66sA$c_`Pn4Y&aJL5JSWs$5o!Xr3W
z_UCEQY0-Pno`ozC=fuL7H6}_A@40EMYJ!l3EY%QEulwlwcw?+)|C|+DfE58RFU~O(
zNr_%?NMB%(KLA_J{K79uezYTY6}5KNbLK2+0a5@KEA(N$a~SDDENDM4{0VCDe?o8^
z|G{_rFUX>$Vs3%JB<)~k?gh|g{$x4e)JI@awe~Up=N5rU6QBzOumXUeP8CN-w@>Fk
zs7K|W6&8-4)<2N&A4?3N%f~GuA_8P%<rd@MmSE=+7v^9SX5(UK73LP@0&;Lla0>wb
z_bH$I{EK1%!20io1i(K?%FgW*-Z4qoePT#4b5ln%^M8PttJ^2iv`6q-AsXSP{{v1q
zaP?5GuGw_nek^d@t&_w98)aG#M?ykrf)*8_Y!ZjNWM@L6Uu%Sx88bp!Cyj({f_@j+
zvzNH}@CF7rf~fBh{~3<9;eAMoo&|+&;2ut8=L%1?-9m^KWOlp2q5zeX?Wo>Ia=ph~
zXO7w;Me^%{UNs~v?X6i3!@$INnMJe+gYG3on>11DM%x0BxUS8Cn;fD~(Jps6h0Y~>
zy~w<KnCyO^9#I_J`O+8<Q@sBw!90SRQlXk5Ogx>MLLtx|F~SAZXR1v@8$On1-c(BJ
zP)%<uj(oM%T#4h}zf-UmZiR{5KbLPWPb$~BrrR8D0b(#)rqqdeAR0rNQTXJ3^oURZ
zS&q7>^^2+9ehHMkKO}o&^|*@y0u>}Cg;5;0hz%y$0{;8CaCI|war1KdJP2GsPEK|N
L3JP&W355R#TX&|_

literal 0
HcmV?d00001

diff --git a/Notes/302/302_DS1.tex b/Notes/302/302_DS1.tex
new file mode 100644
index 0000000..38c2764
--- /dev/null
+++ b/Notes/302/302_DS1.tex
@@ -0,0 +1,1346 @@
+\documentclass[a5paper,12pt]{article}
+\usepackage{myXsim}
+
+
+% Title Page
+%\title{}
+%\tribe{}
+%\date{eval.date}
+
+\title{DS1 mise en jambe}
+\tribe{302}
+\date{}
+
+\begin{document}
+
+\maketitle
+
+{\Large ABDALLAH ALLAOUI Taiassima}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepU \\
+    \hline
+    2 Suivre programme de calculs& \RepD \\
+    \hline
+    2.c Renverser un programme de calculs& \NoRep \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepD \\
+    \hline
+     Manipuler les grandeurs& \RepD \\
+    \hline
+     Mener à bien les calculs& \RepT \\
+    \hline
+     Rédaction& \RepD \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepD
+    \item  \Rai Raisonner : \RepD
+    \item  \Cal Calculer : \RepD
+    \item  \Com Communiquer : \RepD
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large ADANI Ismou}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepD \\
+    \hline
+    2 Suivre programme de calculs& \RepD \\
+    \hline
+    2.c Renverser un programme de calculs& \RepU \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepD \\
+    \hline
+     Manipuler les grandeurs& \RepD \\
+    \hline
+     Mener à bien les calculs& \RepU \\
+    \hline
+     Rédaction& \RepU \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepD
+    \item  \Rai Raisonner : \RepD
+    \item  \Cal Calculer : \RepU
+    \item  \Com Communiquer : \RepU
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large AHAMADA Dhoulkamal}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepT \\
+    \hline
+    2 Suivre programme de calculs& \RepZ \\
+    \hline
+    2.c Renverser un programme de calculs& \RepZ \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepZ \\
+    \hline
+     Manipuler les grandeurs& \RepZ \\
+    \hline
+     Mener à bien les calculs& \RepZ \\
+    \hline
+     Rédaction& \RepU \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepT
+    \item  \Rai Raisonner : \RepZ
+    \item  \Cal Calculer : \RepZ
+    \item  \Com Communiquer : \RepU
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large AHAMADI Asbahati}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepT \\
+    \hline
+    2 Suivre programme de calculs& \RepT \\
+    \hline
+    2.c Renverser un programme de calculs& \RepZ \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepT \\
+    \hline
+     Manipuler les grandeurs& \RepT \\
+    \hline
+     Mener à bien les calculs& \RepT \\
+    \hline
+     Rédaction& \RepT \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepT
+    \item  \Rai Raisonner : \RepT
+    \item  \Cal Calculer : \RepT
+    \item  \Com Communiquer : \RepT
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large AHAMADI OUSSENI Ansufiddine}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepU \\
+    \hline
+    2 Suivre programme de calculs& \RepD \\
+    \hline
+    2.c Renverser un programme de calculs& \NoRep \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepZ \\
+    \hline
+     Manipuler les grandeurs& \RepZ \\
+    \hline
+     Mener à bien les calculs& \RepU \\
+    \hline
+     Rédaction& \RepU \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepU
+    \item  \Rai Raisonner : \RepZ
+    \item  \Cal Calculer : \RepU
+    \item  \Com Communiquer : \RepU
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large AHAMED Fayadhi}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepT \\
+    \hline
+    2 Suivre programme de calculs& \RepD \\
+    \hline
+    2.c Renverser un programme de calculs& \RepZ \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepD \\
+    \hline
+     Manipuler les grandeurs& \RepU \\
+    \hline
+     Mener à bien les calculs& \RepU \\
+    \hline
+     Rédaction& \RepD \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepT
+    \item  \Rai Raisonner : \RepU
+    \item  \Cal Calculer : \RepU
+    \item  \Com Communiquer : \RepD
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large AHMED SAID Hadaïta}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepD \\
+    \hline
+    2 Suivre programme de calculs& \RepD \\
+    \hline
+    2.c Renverser un programme de calculs& \RepD \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepT \\
+    \hline
+     Manipuler les grandeurs& \RepT \\
+    \hline
+     Mener à bien les calculs& \RepD \\
+    \hline
+     Rédaction& \RepT \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepT
+    \item  \Rai Raisonner : \RepT
+    \item  \Cal Calculer : \RepD
+    \item  \Com Communiquer : \RepT
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large ALI MADI Anissa}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepT \\
+    \hline
+    2 Suivre programme de calculs& \RepU \\
+    \hline
+    2.c Renverser un programme de calculs& \RepZ \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepD \\
+    \hline
+     Manipuler les grandeurs& \RepT \\
+    \hline
+     Mener à bien les calculs& \RepT \\
+    \hline
+     Rédaction& \RepD \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepT
+    \item  \Rai Raisonner : \RepT
+    \item  \Cal Calculer : \RepD
+    \item  \Com Communiquer : \RepD
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large ALI Raydel}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepD \\
+    \hline
+    2 Suivre programme de calculs& \RepZ \\
+    \hline
+    2.c Renverser un programme de calculs& \RepD \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepD \\
+    \hline
+     Manipuler les grandeurs& \RepD \\
+    \hline
+     Mener à bien les calculs& \RepT \\
+    \hline
+     Rédaction& \RepD \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepD
+    \item  \Rai Raisonner : \RepD
+    \item  \Cal Calculer : \RepT
+    \item  \Com Communiquer : \RepD
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large ATTOUMANE ALI Fatima}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepU \\
+    \hline
+    2 Suivre programme de calculs& \RepD \\
+    \hline
+    2.c Renverser un programme de calculs& \RepZ \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepZ \\
+    \hline
+     Manipuler les grandeurs& \RepZ \\
+    \hline
+     Mener à bien les calculs& \RepU \\
+    \hline
+     Rédaction& \RepZ \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepU
+    \item  \Rai Raisonner : \RepZ
+    \item  \Cal Calculer : \RepU
+    \item  \Com Communiquer : \RepZ
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large BACHIROU Elzame}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepT \\
+    \hline
+    2 Suivre programme de calculs& \RepZ \\
+    \hline
+    2.c Renverser un programme de calculs& \NoRep \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepU \\
+    \hline
+     Manipuler les grandeurs& \NoRep \\
+    \hline
+     Mener à bien les calculs& \NoRep \\
+    \hline
+     Rédaction& \RepU \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepD
+    \item  \Rai Raisonner : \RepZ
+    \item  \Cal Calculer : \RepZ
+    \item  \Com Communiquer : \RepU
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large BINALI Zalida}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepD \\
+    \hline
+    2 Suivre programme de calculs& \RepT \\
+    \hline
+    2.c Renverser un programme de calculs& \NoRep \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \NoRep \\
+    \hline
+     Manipuler les grandeurs& \NoRep \\
+    \hline
+     Mener à bien les calculs& \NoRep \\
+    \hline
+     Rédaction& \RepD \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepD
+    \item  \Rai Raisonner : \RepZ
+    \item  \Cal Calculer : \RepU
+    \item  \Com Communiquer : \RepD
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large BOINA Abdillah Mze Limassi}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepD \\
+    \hline
+    2 Suivre programme de calculs& \RepT \\
+    \hline
+    2.c Renverser un programme de calculs& \NoRep \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepD \\
+    \hline
+     Manipuler les grandeurs& \RepT \\
+    \hline
+     Mener à bien les calculs& \RepT \\
+    \hline
+     Rédaction& \RepD \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepD
+    \item  \Rai Raisonner : \RepT
+    \item  \Cal Calculer : \RepD
+    \item  \Com Communiquer : \RepD
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large BOUDRA Zaankidine}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepZ \\
+    \hline
+    2 Suivre programme de calculs& \RepU \\
+    \hline
+    2.c Renverser un programme de calculs& \RepZ \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \NoRep \\
+    \hline
+     Décomposer le problème& \NoRep \\
+    \hline
+     Manipuler les grandeurs& \NoRep \\
+    \hline
+     Mener à bien les calculs& \NoRep \\
+    \hline
+     Rédaction& \NoRep \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepZ
+    \item  \Rai Raisonner : \RepZ
+    \item  \Cal Calculer : \RepZ
+    \item  \Com Communiquer : \RepZ
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large HALADI Asna}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepD \\
+    \hline
+    2 Suivre programme de calculs& \RepU \\
+    \hline
+    2.c Renverser un programme de calculs& \RepD \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepT \\
+    \hline
+     Manipuler les grandeurs& \RepT \\
+    \hline
+     Mener à bien les calculs& \RepT \\
+    \hline
+     Rédaction& \RepT \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepT
+    \item  \Rai Raisonner : \RepT
+    \item  \Cal Calculer : \RepD
+    \item  \Com Communiquer : \RepT
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large HALIDI Soibrata}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepZ \\
+    \hline
+    2 Suivre programme de calculs& \RepU \\
+    \hline
+    2.c Renverser un programme de calculs& \NoRep \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepU \\
+    \hline
+     Manipuler les grandeurs& \RepZ \\
+    \hline
+     Mener à bien les calculs& \RepU \\
+    \hline
+     Rédaction& \RepD \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepD
+    \item  \Rai Raisonner : \RepZ
+    \item  \Cal Calculer : \RepU
+    \item  \Com Communiquer : \RepD
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large HAMEDALY Doulkifly}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepZ \\
+    \hline
+    2 Suivre programme de calculs& \RepZ \\
+    \hline
+    2.c Renverser un programme de calculs& \RepZ \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepZ \\
+    \hline
+     Décomposer le problème& \RepU \\
+    \hline
+     Manipuler les grandeurs& \RepU \\
+    \hline
+     Mener à bien les calculs& \RepD \\
+    \hline
+     Rédaction& \RepU \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepZ
+    \item  \Rai Raisonner : \RepU
+    \item  \Cal Calculer : \RepU
+    \item  \Com Communiquer : \RepU
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large IBRAHIM Nassur}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepD \\
+    \hline
+    2 Suivre programme de calculs& \RepD \\
+    \hline
+    2.c Renverser un programme de calculs& \RepZ \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepD \\
+    \hline
+     Manipuler les grandeurs& \RepU \\
+    \hline
+     Mener à bien les calculs& \RepD \\
+    \hline
+     Rédaction& \RepU \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepD
+    \item  \Rai Raisonner : \RepU
+    \item  \Cal Calculer : \RepU
+    \item  \Com Communiquer : \RepU
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large INOUSSA Anchoura}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepT \\
+    \hline
+    2 Suivre programme de calculs& \NoRep \\
+    \hline
+    2.c Renverser un programme de calculs& \NoRep \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepU \\
+    \hline
+     Manipuler les grandeurs& \RepD \\
+    \hline
+     Mener à bien les calculs& \RepU \\
+    \hline
+     Rédaction& \RepD \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepD
+    \item  \Rai Raisonner : \RepD
+    \item  \Cal Calculer : \RepU
+    \item  \Com Communiquer : \RepD
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large MOHAMED Nadia}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepT \\
+    \hline
+    2 Suivre programme de calculs& \RepZ \\
+    \hline
+    2.c Renverser un programme de calculs& \RepZ \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \NoRep \\
+    \hline
+     Décomposer le problème& \NoRep \\
+    \hline
+     Manipuler les grandeurs& \NoRep \\
+    \hline
+     Mener à bien les calculs& \NoRep \\
+    \hline
+     Rédaction& \NoRep \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepU
+    \item  \Rai Raisonner : \RepZ
+    \item  \Cal Calculer : \RepZ
+    \item  \Com Communiquer : \RepZ
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large MOUHOUDHOIRE Izak}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepT \\
+    \hline
+    2 Suivre programme de calculs& \RepZ \\
+    \hline
+    2.c Renverser un programme de calculs& \RepZ \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepZ \\
+    \hline
+     Décomposer le problème& \NoRep \\
+    \hline
+     Manipuler les grandeurs& \NoRep \\
+    \hline
+     Mener à bien les calculs& \NoRep \\
+    \hline
+     Rédaction& \NoRep \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepU
+    \item  \Rai Raisonner : \RepZ
+    \item  \Cal Calculer : \RepZ
+    \item  \Com Communiquer : \RepZ
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large MOUSSRI Bakari}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepZ \\
+    \hline
+    2 Suivre programme de calculs& \RepZ \\
+    \hline
+    2.c Renverser un programme de calculs& \NoRep \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepU \\
+    \hline
+     Manipuler les grandeurs& \RepU \\
+    \hline
+     Mener à bien les calculs& \RepU \\
+    \hline
+     Rédaction& \RepU \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepD
+    \item  \Rai Raisonner : \RepU
+    \item  \Cal Calculer : \RepZ
+    \item  \Com Communiquer : \RepU
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large SAKOTRA Claudiana}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepT \\
+    \hline
+    2 Suivre programme de calculs& \RepD \\
+    \hline
+    2.c Renverser un programme de calculs& \RepU \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \NoRep \\
+    \hline
+     Décomposer le problème& \NoRep \\
+    \hline
+     Manipuler les grandeurs& \NoRep \\
+    \hline
+     Mener à bien les calculs& \NoRep \\
+    \hline
+     Rédaction& \RepU \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepZ
+    \item  \Rai Raisonner : \RepZ
+    \item  \Cal Calculer : \RepU
+    \item  \Com Communiquer : \RepU
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large SAÏD Fatoumia}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepU \\
+    \hline
+    2 Suivre programme de calculs& \RepD \\
+    \hline
+    2.c Renverser un programme de calculs& \RepZ \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepT \\
+    \hline
+     Manipuler les grandeurs& \RepT \\
+    \hline
+     Mener à bien les calculs& \RepD \\
+    \hline
+     Rédaction& \RepD \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepT
+    \item  \Rai Raisonner : \RepT
+    \item  \Cal Calculer : \RepD
+    \item  \Com Communiquer : \RepD
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\maketitle
+
+{\Large TOUFAIL Salahou}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 1 - Prendre la température}\\
+    \hline
+
+    1 Lecture du thermomètre& \RepD \\
+    \hline
+    2 Suivre programme de calculs& \RepU \\
+    \hline
+    2.c Renverser un programme de calculs& \NoRep \\
+    \hline
+\end{tabular}
+\vfill
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice 2 - Maladroite!}\\
+    \hline
+
+     Lire le tableau et le graphique& \RepT \\
+    \hline
+     Décomposer le problème& \RepT \\
+    \hline
+     Manipuler les grandeurs& \RepT \\
+    \hline
+     Mener à bien les calculs& \RepT \\
+    \hline
+     Rédaction& \RepT \\
+    \hline
+\end{tabular}
+\vfill
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+    \item  \Cher Chercher : \RepD
+    \item  \Rai Raisonner : \RepT
+    \item  \Cal Calculer : \RepU
+    \item  \Com Communiquer : \RepT
+\end{itemize}
+
+
+\vfill
+\pagebreak
+\end{document}
+
+%%% Local Variables: 
+%%% mode: latex
+%%% TeX-master: "master"
+%%% End:
diff --git a/Notes/recopytex.db b/Notes/recopytex.db
index 160d5ee90c8c3ab3287aebac15ab8cad9e1cc175..6e77fa268e4a069985603d1fe7da56d03afde864 100644
GIT binary patch
delta 70
zcmZozz}m2Yb%Hcw#6%fq#)ypxE9#k8k8S2^P+(@9zp-&P6FVy-D+4Dd=jOAm@?0X~
O3=qHpr9sr92?qeO_Ydp<

delta 62
zcmZozz}m2Yb%Hcw*hCp;#;}bEE9#l}e{SY#P+(?Uwy|*$)8@0S@?0VU3=qHpqF5PO
M88|sP7fm<-09@k`B>(^b

diff --git a/Notes/reports.py b/Notes/reports.py
new file mode 100644
index 0000000..fac7175
--- /dev/null
+++ b/Notes/reports.py
@@ -0,0 +1,128 @@
+#!/usr/bin/env python
+# encoding: utf-8
+
+import sqlite3
+import pandas as pd
+import numpy as np
+from math import ceil
+
+NOANSWER = "."
+NOTRATED = ""
+COMPETENCES = {
+        "Cher": {"fullname": "Chercher", "latex": "\\Cher"},
+        "Mod": {"fullname": "Modéliser", "latex": "\\Mod"},
+        "Rep": {"fullname": "Représenter", "latex": "\\Rep"},
+        "Rai": {"fullname": "Raisonner", "latex": "\\Rai"},
+        "Cal": {"fullname": "Calculer", "latex": "\\Cal"},
+        "Com": {"fullname": "Communiquer", "latex": "\\Com"},
+        "Con": {"fullname": "Connaître", "latex": "\\Con"},
+        }
+
+# Pick from db
+
+def df_from_db(eval_id):
+    db = "recopytex.db"
+    conn = sqlite3.connect(db)
+    df = pd.read_sql_query("SELECT \
+                student.name as name,\
+                student.surname as surname,\
+                score.value as value, \
+                question.competence as competence,\
+                question.name as question,\
+                question.comment as comment,\
+                exercise.name as exercise, \
+                eval.name as eval\
+                FROM score\
+                JOIN question ON score.question_id==question.id \
+                JOIN exercise ON question.exercise_id==exercise.id \
+                JOIN eval ON exercise.eval_id==eval.id \
+                JOIN student ON score.student_id==student.id\
+                WHERE eval.id == (?)",
+                 conn,
+                params = (eval_id,))
+    return df
+
+def prepare_df(df):
+    df = df[df["value"]!=NOTRATED]
+    df["score"] = df.apply(col2score, axis=1)
+    df["fullname"] = df["name"] + " " + df["surname"]
+    df['competence'] = df["competence"].astype("category", 
+            categories = list(COMPETENCES.keys()), ordered=True,)
+    #df["abv_competence"] = df["competence"]
+    #df["competence"] = df.apply(competence_fullname, axis=1)
+    df["latex"] = df.apply(col2latex, axis=1)
+    #df["latex_competence"] = df.apply(competence_latex, axis=1)
+    return df
+
+# Value transformations
+
+def val2score(x):
+    if x == '.':
+        return 0
+    if x not in [0, 1, 2, 3]:
+        raise ValueError(f"The evaluation is out of range. Got {x}")
+    return x
+
+def val2latex(x):
+    latex_caract = ["\\NoRep", "\\RepZ", "\\RepU", "\\RepD", "\\RepT"]
+    if x == NOANSWER:
+        return latex_caract[0]
+    elif x in range(4):
+        return latex_caract[int(x)+1]
+    return x
+val2latex.__name__ = "Aquisition"
+
+def rounded_mean(x, rounded=0):
+    """ Rounded  x mean """
+    mean = np.mean(x)
+    return round(mean, rounded)
+rounded_mean.__name__ = "Moyenne discrète"
+
+# Columns transformations
+
+def col2score(x):
+    return val2score(x["value"])
+
+def col2latex(x):
+    return val2latex(x["value"])
+
+def competence_fullname(x):
+    try:
+        return COMPETENCES[x['competence']]["fullname"]
+    except KeyError:
+        return ""
+
+def competence_latex(x):
+    try:
+        return COMPETENCES[x['competence']]["latex"]
+    except KeyError:
+        return ""
+
+
+# Df transforms
+
+def competence_report(df):
+    report_comp = pd.pivot_table(df,
+            index=["competence"],
+            columns = ['fullname'],
+            values = ["score"],
+            aggfunc = [rounded_mean])
+    return report_comp.dropna()
+
+def exercise_gpby(df):
+    """ Group the dataframe in exercise POV """
+    pass
+
+def eval_gpby(df):
+    """ Group the dataframe in eval POV """
+    pass
+
+def term_gpby(df):
+    """ Group the dataframe in term POV """
+    pass
+
+
+# -----------------------------
+# Reglages pour 'vim'
+# vim:set autoindent expandtab tabstop=4 shiftwidth=4:
+# cursor: 16 del 
diff --git a/Notes/tests reports.ipynb b/Notes/tests reports.ipynb
new file mode 100644
index 0000000..4d5e582
--- /dev/null
+++ b/Notes/tests reports.ipynb	
@@ -0,0 +1,4136 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Tests pour reports.py"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "from pprint import pprint"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from reports import *"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "df = df_from_db(1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style>\n",
+       "    .dataframe thead tr:only-child th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: left;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>name</th>\n",
+       "      <th>surname</th>\n",
+       "      <th>value</th>\n",
+       "      <th>competence</th>\n",
+       "      <th>question</th>\n",
+       "      <th>comment</th>\n",
+       "      <th>exercise</th>\n",
+       "      <th>eval</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>ABDALLAH ALLAOUI</td>\n",
+       "      <td>Taiassima</td>\n",
+       "      <td>1</td>\n",
+       "      <td>Cher</td>\n",
+       "      <td>1</td>\n",
+       "      <td>Lecture du thermomètre</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>ABDALLAH ALLAOUI</td>\n",
+       "      <td>Taiassima</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Cal</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Suivre programme de calculs</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>ABDALLAH ALLAOUI</td>\n",
+       "      <td>Taiassima</td>\n",
+       "      <td>.</td>\n",
+       "      <td>Cal</td>\n",
+       "      <td>2.c</td>\n",
+       "      <td>Renverser un programme de calculs</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>ADANI</td>\n",
+       "      <td>Ismou</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Cher</td>\n",
+       "      <td>1</td>\n",
+       "      <td>Lecture du thermomètre</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>ADANI</td>\n",
+       "      <td>Ismou</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Cal</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Suivre programme de calculs</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "               name    surname value competence question  \\\n",
+       "0  ABDALLAH ALLAOUI  Taiassima     1       Cher        1   \n",
+       "1  ABDALLAH ALLAOUI  Taiassima     2        Cal        2   \n",
+       "2  ABDALLAH ALLAOUI  Taiassima     .        Cal      2.c   \n",
+       "3             ADANI      Ismou     2       Cher        1   \n",
+       "4             ADANI      Ismou     2        Cal        2   \n",
+       "\n",
+       "                             comment                    exercise  \\\n",
+       "0             Lecture du thermomètre  1 - Prendre la température   \n",
+       "1        Suivre programme de calculs  1 - Prendre la température   \n",
+       "2  Renverser un programme de calculs  1 - Prendre la température   \n",
+       "3             Lecture du thermomètre  1 - Prendre la température   \n",
+       "4        Suivre programme de calculs  1 - Prendre la température   \n",
+       "\n",
+       "                eval  \n",
+       "0  DS1 mise en jambe  \n",
+       "1  DS1 mise en jambe  \n",
+       "2  DS1 mise en jambe  \n",
+       "3  DS1 mise en jambe  \n",
+       "4  DS1 mise en jambe  "
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/lafrite/Cours/Prof/Enseignements/2017-2018/Notes/reports.py:47: SettingWithCopyWarning: \n",
+      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+      "Try using .loc[row_indexer,col_indexer] = value instead\n",
+      "\n",
+      "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n",
+      "  df[\"score\"] = df.apply(col2score, axis=1)\n",
+      "/home/lafrite/Cours/Prof/Enseignements/2017-2018/Notes/reports.py:48: SettingWithCopyWarning: \n",
+      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+      "Try using .loc[row_indexer,col_indexer] = value instead\n",
+      "\n",
+      "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n",
+      "  df[\"fullname\"] = df[\"name\"] + \" \" + df[\"surname\"]\n",
+      "/home/lafrite/Cours/Prof/Enseignements/2017-2018/Notes/reports.py:50: SettingWithCopyWarning: \n",
+      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+      "Try using .loc[row_indexer,col_indexer] = value instead\n",
+      "\n",
+      "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n",
+      "  categories = list(COMPETENCES.keys()), ordered=True,)\n",
+      "/home/lafrite/Cours/Prof/Enseignements/2017-2018/Notes/reports.py:53: SettingWithCopyWarning: \n",
+      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+      "Try using .loc[row_indexer,col_indexer] = value instead\n",
+      "\n",
+      "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n",
+      "  df[\"latex\"] = df.apply(col2latex, axis=1)\n"
+     ]
+    }
+   ],
+   "source": [
+    "df = prepare_df(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style>\n",
+       "    .dataframe thead tr:only-child th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: left;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>name</th>\n",
+       "      <th>surname</th>\n",
+       "      <th>value</th>\n",
+       "      <th>competence</th>\n",
+       "      <th>question</th>\n",
+       "      <th>comment</th>\n",
+       "      <th>exercise</th>\n",
+       "      <th>eval</th>\n",
+       "      <th>score</th>\n",
+       "      <th>fullname</th>\n",
+       "      <th>latex</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>ABDALLAH ALLAOUI</td>\n",
+       "      <td>Taiassima</td>\n",
+       "      <td>1</td>\n",
+       "      <td>Cher</td>\n",
+       "      <td>1</td>\n",
+       "      <td>Lecture du thermomètre</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "      <td>1</td>\n",
+       "      <td>ABDALLAH ALLAOUI Taiassima</td>\n",
+       "      <td>\\RepU</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>ABDALLAH ALLAOUI</td>\n",
+       "      <td>Taiassima</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Cal</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Suivre programme de calculs</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "      <td>2</td>\n",
+       "      <td>ABDALLAH ALLAOUI Taiassima</td>\n",
+       "      <td>\\RepD</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>ABDALLAH ALLAOUI</td>\n",
+       "      <td>Taiassima</td>\n",
+       "      <td>.</td>\n",
+       "      <td>Cal</td>\n",
+       "      <td>2.c</td>\n",
+       "      <td>Renverser un programme de calculs</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "      <td>0</td>\n",
+       "      <td>ABDALLAH ALLAOUI Taiassima</td>\n",
+       "      <td>\\NoRep</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>ADANI</td>\n",
+       "      <td>Ismou</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Cher</td>\n",
+       "      <td>1</td>\n",
+       "      <td>Lecture du thermomètre</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "      <td>2</td>\n",
+       "      <td>ADANI Ismou</td>\n",
+       "      <td>\\RepD</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>ADANI</td>\n",
+       "      <td>Ismou</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Cal</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Suivre programme de calculs</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "      <td>2</td>\n",
+       "      <td>ADANI Ismou</td>\n",
+       "      <td>\\RepD</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "               name    surname value competence question  \\\n",
+       "0  ABDALLAH ALLAOUI  Taiassima     1       Cher        1   \n",
+       "1  ABDALLAH ALLAOUI  Taiassima     2        Cal        2   \n",
+       "2  ABDALLAH ALLAOUI  Taiassima     .        Cal      2.c   \n",
+       "3             ADANI      Ismou     2       Cher        1   \n",
+       "4             ADANI      Ismou     2        Cal        2   \n",
+       "\n",
+       "                             comment                    exercise  \\\n",
+       "0             Lecture du thermomètre  1 - Prendre la température   \n",
+       "1        Suivre programme de calculs  1 - Prendre la température   \n",
+       "2  Renverser un programme de calculs  1 - Prendre la température   \n",
+       "3             Lecture du thermomètre  1 - Prendre la température   \n",
+       "4        Suivre programme de calculs  1 - Prendre la température   \n",
+       "\n",
+       "                eval  score                    fullname   latex  \n",
+       "0  DS1 mise en jambe      1  ABDALLAH ALLAOUI Taiassima   \\RepU  \n",
+       "1  DS1 mise en jambe      2  ABDALLAH ALLAOUI Taiassima   \\RepD  \n",
+       "2  DS1 mise en jambe      0  ABDALLAH ALLAOUI Taiassima  \\NoRep  \n",
+       "3  DS1 mise en jambe      2                 ADANI Ismou   \\RepD  \n",
+       "4  DS1 mise en jambe      2                 ADANI Ismou   \\RepD  "
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Bilan des compétences"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "comp = competence_report(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style>\n",
+       "    .dataframe thead tr:only-child th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: left;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr>\n",
+       "      <th></th>\n",
+       "      <th colspan=\"21\" halign=\"left\">Moyenne discrète</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th></th>\n",
+       "      <th colspan=\"21\" halign=\"left\">score</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>fullname</th>\n",
+       "      <th>ABDALLAH ALLAOUI Taiassima</th>\n",
+       "      <th>ADANI Ismou</th>\n",
+       "      <th>AHAMADA Dhoulkamal</th>\n",
+       "      <th>AHAMADI Asbahati</th>\n",
+       "      <th>AHAMADI OUSSENI Ansufiddine</th>\n",
+       "      <th>AHAMED Fayadhi</th>\n",
+       "      <th>AHMED SAID Hadaïta</th>\n",
+       "      <th>ALI MADI Anissa</th>\n",
+       "      <th>ALI Raydel</th>\n",
+       "      <th>ATTOUMANE ALI Fatima</th>\n",
+       "      <th>...</th>\n",
+       "      <th>HALIDI Soibrata</th>\n",
+       "      <th>HAMEDALY Doulkifly</th>\n",
+       "      <th>IBRAHIM Nassur</th>\n",
+       "      <th>INOUSSA Anchoura</th>\n",
+       "      <th>MOHAMED Nadia</th>\n",
+       "      <th>MOUHOUDHOIRE Izak</th>\n",
+       "      <th>MOUSSRI Bakari</th>\n",
+       "      <th>SAKOTRA Claudiana</th>\n",
+       "      <th>SAÏD Fatoumia</th>\n",
+       "      <th>TOUFAIL Salahou</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>competence</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Cher</th>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Rai</th>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Cal</th>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Com</th>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>4 rows × 25 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                     Moyenne discrète                                 \\\n",
+       "                                score                                  \n",
+       "fullname   ABDALLAH ALLAOUI Taiassima ADANI Ismou AHAMADA Dhoulkamal   \n",
+       "competence                                                             \n",
+       "Cher                              2.0         2.0                3.0   \n",
+       "Rai                               2.0         2.0                0.0   \n",
+       "Cal                               2.0         1.0                0.0   \n",
+       "Com                               2.0         1.0                1.0   \n",
+       "\n",
+       "                                                                        \\\n",
+       "                                                                         \n",
+       "fullname   AHAMADI Asbahati AHAMADI OUSSENI Ansufiddine AHAMED Fayadhi   \n",
+       "competence                                                               \n",
+       "Cher                    3.0                         1.0            3.0   \n",
+       "Rai                     3.0                         0.0            1.0   \n",
+       "Cal                     3.0                         1.0            1.0   \n",
+       "Com                     3.0                         1.0            2.0   \n",
+       "\n",
+       "                                                                               \\\n",
+       "                                                                                \n",
+       "fullname   AHMED SAID Hadaïta ALI MADI Anissa ALI Raydel ATTOUMANE ALI Fatima   \n",
+       "competence                                                                      \n",
+       "Cher                      3.0             3.0        2.0                  1.0   \n",
+       "Rai                       3.0             3.0        2.0                  0.0   \n",
+       "Cal                       2.0             2.0        3.0                  1.0   \n",
+       "Com                       3.0             2.0        2.0                  0.0   \n",
+       "\n",
+       "                 ...                                                          \\\n",
+       "                 ...                                                           \n",
+       "fullname         ...       HALIDI Soibrata HAMEDALY Doulkifly IBRAHIM Nassur   \n",
+       "competence       ...                                                           \n",
+       "Cher             ...                   2.0                0.0            2.0   \n",
+       "Rai              ...                   0.0                1.0            1.0   \n",
+       "Cal              ...                   1.0                1.0            1.0   \n",
+       "Com              ...                   2.0                1.0            1.0   \n",
+       "\n",
+       "                                                                            \\\n",
+       "                                                                             \n",
+       "fullname   INOUSSA Anchoura MOHAMED Nadia MOUHOUDHOIRE Izak MOUSSRI Bakari   \n",
+       "competence                                                                   \n",
+       "Cher                    2.0           1.0               1.0            2.0   \n",
+       "Rai                     2.0           0.0               0.0            1.0   \n",
+       "Cal                     1.0           0.0               0.0            0.0   \n",
+       "Com                     2.0           0.0               0.0            1.0   \n",
+       "\n",
+       "                                                            \n",
+       "                                                            \n",
+       "fullname   SAKOTRA Claudiana SAÏD Fatoumia TOUFAIL Salahou  \n",
+       "competence                                                  \n",
+       "Cher                     0.0           3.0             2.0  \n",
+       "Rai                      0.0           3.0             3.0  \n",
+       "Cal                      1.0           2.0             1.0  \n",
+       "Com                      1.0           2.0             3.0  \n",
+       "\n",
+       "[4 rows x 25 columns]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "comp"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style>\n",
+       "    .dataframe thead tr:only-child th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: left;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr>\n",
+       "      <th></th>\n",
+       "      <th colspan=\"21\" halign=\"left\">Moyenne discrète</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th></th>\n",
+       "      <th colspan=\"21\" halign=\"left\">score</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>fullname</th>\n",
+       "      <th>ABDALLAH ALLAOUI Taiassima</th>\n",
+       "      <th>ADANI Ismou</th>\n",
+       "      <th>AHAMADA Dhoulkamal</th>\n",
+       "      <th>AHAMADI Asbahati</th>\n",
+       "      <th>AHAMADI OUSSENI Ansufiddine</th>\n",
+       "      <th>AHAMED Fayadhi</th>\n",
+       "      <th>AHMED SAID Hadaïta</th>\n",
+       "      <th>ALI MADI Anissa</th>\n",
+       "      <th>ALI Raydel</th>\n",
+       "      <th>ATTOUMANE ALI Fatima</th>\n",
+       "      <th>...</th>\n",
+       "      <th>HALIDI Soibrata</th>\n",
+       "      <th>HAMEDALY Doulkifly</th>\n",
+       "      <th>IBRAHIM Nassur</th>\n",
+       "      <th>INOUSSA Anchoura</th>\n",
+       "      <th>MOHAMED Nadia</th>\n",
+       "      <th>MOUHOUDHOIRE Izak</th>\n",
+       "      <th>MOUSSRI Bakari</th>\n",
+       "      <th>SAKOTRA Claudiana</th>\n",
+       "      <th>SAÏD Fatoumia</th>\n",
+       "      <th>TOUFAIL Salahou</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>competence</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Cher</th>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>...</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepD</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Rai</th>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>...</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepT</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Cal</th>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>...</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepU</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Com</th>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepT</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>...</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepZ</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepU</td>\n",
+       "      <td>\\RepD</td>\n",
+       "      <td>\\RepT</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>4 rows × 25 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                     Moyenne discrète                                 \\\n",
+       "                                score                                  \n",
+       "fullname   ABDALLAH ALLAOUI Taiassima ADANI Ismou AHAMADA Dhoulkamal   \n",
+       "competence                                                             \n",
+       "Cher                            \\RepD       \\RepD              \\RepT   \n",
+       "Rai                             \\RepD       \\RepD              \\RepZ   \n",
+       "Cal                             \\RepD       \\RepU              \\RepZ   \n",
+       "Com                             \\RepD       \\RepU              \\RepU   \n",
+       "\n",
+       "                                                                        \\\n",
+       "                                                                         \n",
+       "fullname   AHAMADI Asbahati AHAMADI OUSSENI Ansufiddine AHAMED Fayadhi   \n",
+       "competence                                                               \n",
+       "Cher                  \\RepT                       \\RepU          \\RepT   \n",
+       "Rai                   \\RepT                       \\RepZ          \\RepU   \n",
+       "Cal                   \\RepT                       \\RepU          \\RepU   \n",
+       "Com                   \\RepT                       \\RepU          \\RepD   \n",
+       "\n",
+       "                                                                               \\\n",
+       "                                                                                \n",
+       "fullname   AHMED SAID Hadaïta ALI MADI Anissa ALI Raydel ATTOUMANE ALI Fatima   \n",
+       "competence                                                                      \n",
+       "Cher                    \\RepT           \\RepT      \\RepD                \\RepU   \n",
+       "Rai                     \\RepT           \\RepT      \\RepD                \\RepZ   \n",
+       "Cal                     \\RepD           \\RepD      \\RepT                \\RepU   \n",
+       "Com                     \\RepT           \\RepD      \\RepD                \\RepZ   \n",
+       "\n",
+       "                 ...                                                          \\\n",
+       "                 ...                                                           \n",
+       "fullname         ...       HALIDI Soibrata HAMEDALY Doulkifly IBRAHIM Nassur   \n",
+       "competence       ...                                                           \n",
+       "Cher             ...                 \\RepD              \\RepZ          \\RepD   \n",
+       "Rai              ...                 \\RepZ              \\RepU          \\RepU   \n",
+       "Cal              ...                 \\RepU              \\RepU          \\RepU   \n",
+       "Com              ...                 \\RepD              \\RepU          \\RepU   \n",
+       "\n",
+       "                                                                            \\\n",
+       "                                                                             \n",
+       "fullname   INOUSSA Anchoura MOHAMED Nadia MOUHOUDHOIRE Izak MOUSSRI Bakari   \n",
+       "competence                                                                   \n",
+       "Cher                  \\RepD         \\RepU             \\RepU          \\RepD   \n",
+       "Rai                   \\RepD         \\RepZ             \\RepZ          \\RepU   \n",
+       "Cal                   \\RepU         \\RepZ             \\RepZ          \\RepZ   \n",
+       "Com                   \\RepD         \\RepZ             \\RepZ          \\RepU   \n",
+       "\n",
+       "                                                            \n",
+       "                                                            \n",
+       "fullname   SAKOTRA Claudiana SAÏD Fatoumia TOUFAIL Salahou  \n",
+       "competence                                                  \n",
+       "Cher                   \\RepZ         \\RepT           \\RepD  \n",
+       "Rai                    \\RepZ         \\RepT           \\RepT  \n",
+       "Cal                    \\RepU         \\RepD           \\RepU  \n",
+       "Com                    \\RepU         \\RepD           \\RepT  \n",
+       "\n",
+       "[4 rows x 25 columns]"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "comp.applymap(val2latex)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Bilan d'un sur élève"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'ABDALLAH ALLAOUI Taiassima'"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "fullname = df[\"fullname\"].unique()[0]\n",
+    "fullname"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style>\n",
+       "    .dataframe thead tr:only-child th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: left;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>name</th>\n",
+       "      <th>surname</th>\n",
+       "      <th>value</th>\n",
+       "      <th>competence</th>\n",
+       "      <th>question</th>\n",
+       "      <th>comment</th>\n",
+       "      <th>exercise</th>\n",
+       "      <th>eval</th>\n",
+       "      <th>score</th>\n",
+       "      <th>fullname</th>\n",
+       "      <th>latex</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>ABDALLAH ALLAOUI</td>\n",
+       "      <td>Taiassima</td>\n",
+       "      <td>1</td>\n",
+       "      <td>Cher</td>\n",
+       "      <td>1</td>\n",
+       "      <td>Lecture du thermomètre</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "      <td>1</td>\n",
+       "      <td>ABDALLAH ALLAOUI Taiassima</td>\n",
+       "      <td>\\RepU</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>ABDALLAH ALLAOUI</td>\n",
+       "      <td>Taiassima</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Cal</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Suivre programme de calculs</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "      <td>2</td>\n",
+       "      <td>ABDALLAH ALLAOUI Taiassima</td>\n",
+       "      <td>\\RepD</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>ABDALLAH ALLAOUI</td>\n",
+       "      <td>Taiassima</td>\n",
+       "      <td>.</td>\n",
+       "      <td>Cal</td>\n",
+       "      <td>2.c</td>\n",
+       "      <td>Renverser un programme de calculs</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "      <td>0</td>\n",
+       "      <td>ABDALLAH ALLAOUI Taiassima</td>\n",
+       "      <td>\\NoRep</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156</th>\n",
+       "      <td>ABDALLAH ALLAOUI</td>\n",
+       "      <td>Taiassima</td>\n",
+       "      <td>1</td>\n",
+       "      <td>Cher</td>\n",
+       "      <td>1</td>\n",
+       "      <td>Lecture du thermomètre</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "      <td>1</td>\n",
+       "      <td>ABDALLAH ALLAOUI Taiassima</td>\n",
+       "      <td>\\RepU</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157</th>\n",
+       "      <td>ABDALLAH ALLAOUI</td>\n",
+       "      <td>Taiassima</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Cal</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Suivre programme de calculs</td>\n",
+       "      <td>1 - Prendre la température</td>\n",
+       "      <td>DS1 mise en jambe</td>\n",
+       "      <td>2</td>\n",
+       "      <td>ABDALLAH ALLAOUI Taiassima</td>\n",
+       "      <td>\\RepD</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                 name    surname value competence question  \\\n",
+       "0    ABDALLAH ALLAOUI  Taiassima     1       Cher        1   \n",
+       "1    ABDALLAH ALLAOUI  Taiassima     2        Cal        2   \n",
+       "2    ABDALLAH ALLAOUI  Taiassima     .        Cal      2.c   \n",
+       "156  ABDALLAH ALLAOUI  Taiassima     1       Cher        1   \n",
+       "157  ABDALLAH ALLAOUI  Taiassima     2        Cal        2   \n",
+       "\n",
+       "                               comment                    exercise  \\\n",
+       "0               Lecture du thermomètre  1 - Prendre la température   \n",
+       "1          Suivre programme de calculs  1 - Prendre la température   \n",
+       "2    Renverser un programme de calculs  1 - Prendre la température   \n",
+       "156             Lecture du thermomètre  1 - Prendre la température   \n",
+       "157        Suivre programme de calculs  1 - Prendre la température   \n",
+       "\n",
+       "                  eval  score                    fullname   latex  \n",
+       "0    DS1 mise en jambe      1  ABDALLAH ALLAOUI Taiassima   \\RepU  \n",
+       "1    DS1 mise en jambe      2  ABDALLAH ALLAOUI Taiassima   \\RepD  \n",
+       "2    DS1 mise en jambe      0  ABDALLAH ALLAOUI Taiassima  \\NoRep  \n",
+       "156  DS1 mise en jambe      1  ABDALLAH ALLAOUI Taiassima   \\RepU  \n",
+       "157  DS1 mise en jambe      2  ABDALLAH ALLAOUI Taiassima   \\RepD  "
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "student_df = df[df['fullname'] == fullname]\n",
+    "student_df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "name            object\n",
+       "surname         object\n",
+       "value           object\n",
+       "competence    category\n",
+       "question        object\n",
+       "comment         object\n",
+       "exercise        object\n",
+       "eval            object\n",
+       "score            int64\n",
+       "fullname        object\n",
+       "latex           object\n",
+       "dtype: object"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "student_df.dtypes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "comp = competence_report(student_df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#ind = comp.columns.levels[-1]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#ind.sort_values(lambda x : COMPETENCES[x][\"index\"])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "#comp.columns = comp.columns.levels[-1]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style>\n",
+       "    .dataframe thead tr:only-child th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: left;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr>\n",
+       "      <th></th>\n",
+       "      <th>Moyenne discrète</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th></th>\n",
+       "      <th>score</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>fullname</th>\n",
+       "      <th>ABDALLAH ALLAOUI Taiassima</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>competence</th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Cher</th>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Rai</th>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Cal</th>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Com</th>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                     Moyenne discrète\n",
+       "                                score\n",
+       "fullname   ABDALLAH ALLAOUI Taiassima\n",
+       "competence                           \n",
+       "Cher                              2.0\n",
+       "Rai                               2.0\n",
+       "Cal                               2.0\n",
+       "Com                               2.0"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "comp.dropna()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#comp_dict = comp.to_dict()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Cher -> 2.0\n",
+      "Rai -> 2.0\n",
+      "Cal -> 2.0\n",
+      "Com -> 2.0\n"
+     ]
+    }
+   ],
+   "source": [
+    "for k,v in comp.iterrows():\n",
+    "    print(f\"{k} -> {v[0]}\")\n",
+    "    #for c, val in v.items():\n",
+    "    #    print(f\"{c} -> {val}\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Résumé des exercices"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "gpd_df = df.groupby('fullname')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------\n",
+      "ABDALLAH ALLAOUI Taiassima\n",
+      "                     Moyenne discrète\n",
+      "                                score\n",
+      "fullname   ABDALLAH ALLAOUI Taiassima\n",
+      "competence                           \n",
+      "Cher                            \\RepD\n",
+      "Rai                             \\RepD\n",
+      "Cal                             \\RepD\n",
+      "Com                             \\RepD\n",
+      "--------------------\n",
+      "ADANI Ismou\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname        ADANI Ismou\n",
+      "competence                 \n",
+      "Cher                  \\RepD\n",
+      "Rai                   \\RepD\n",
+      "Cal                   \\RepU\n",
+      "Com                   \\RepU\n",
+      "--------------------\n",
+      "AHAMADA Dhoulkamal\n",
+      "             Moyenne discrète\n",
+      "                        score\n",
+      "fullname   AHAMADA Dhoulkamal\n",
+      "competence                   \n",
+      "Cher                    \\RepT\n",
+      "Rai                     \\RepZ\n",
+      "Cal                     \\RepZ\n",
+      "Com                     \\RepU\n",
+      "--------------------\n",
+      "AHAMADI Asbahati\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname   AHAMADI Asbahati\n",
+      "competence                 \n",
+      "Cher                  \\RepT\n",
+      "Rai                   \\RepT\n",
+      "Cal                   \\RepT\n",
+      "Com                   \\RepT\n",
+      "--------------------\n",
+      "AHAMADI OUSSENI Ansufiddine\n",
+      "                      Moyenne discrète\n",
+      "                                 score\n",
+      "fullname   AHAMADI OUSSENI Ansufiddine\n",
+      "competence                            \n",
+      "Cher                             \\RepU\n",
+      "Rai                              \\RepZ\n",
+      "Cal                              \\RepU\n",
+      "Com                              \\RepU\n",
+      "--------------------\n",
+      "AHAMED Fayadhi\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname     AHAMED Fayadhi\n",
+      "competence                 \n",
+      "Cher                  \\RepT\n",
+      "Rai                   \\RepU\n",
+      "Cal                   \\RepU\n",
+      "Com                   \\RepD\n",
+      "--------------------\n",
+      "AHMED SAID Hadaïta\n",
+      "             Moyenne discrète\n",
+      "                        score\n",
+      "fullname   AHMED SAID Hadaïta\n",
+      "competence                   \n",
+      "Cher                    \\RepT\n",
+      "Rai                     \\RepT\n",
+      "Cal                     \\RepD\n",
+      "Com                     \\RepT\n",
+      "--------------------\n",
+      "ALI MADI Anissa\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname    ALI MADI Anissa\n",
+      "competence                 \n",
+      "Cher                  \\RepT\n",
+      "Rai                   \\RepT\n",
+      "Cal                   \\RepD\n",
+      "Com                   \\RepD\n",
+      "--------------------\n",
+      "ALI Raydel\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname         ALI Raydel\n",
+      "competence                 \n",
+      "Cher                  \\RepD\n",
+      "Rai                   \\RepD\n",
+      "Cal                   \\RepT\n",
+      "Com                   \\RepD\n",
+      "--------------------\n",
+      "ATTOUMANE ALI Fatima\n",
+      "               Moyenne discrète\n",
+      "                          score\n",
+      "fullname   ATTOUMANE ALI Fatima\n",
+      "competence                     \n",
+      "Cher                      \\RepU\n",
+      "Rai                       \\RepZ\n",
+      "Cal                       \\RepU\n",
+      "Com                       \\RepZ\n",
+      "--------------------\n",
+      "BACHIROU Elzame\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname    BACHIROU Elzame\n",
+      "competence                 \n",
+      "Cher                  \\RepD\n",
+      "Rai                   \\RepZ\n",
+      "Cal                   \\RepZ\n",
+      "Com                   \\RepU\n",
+      "--------------------\n",
+      "BINALI Zalida\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname      BINALI Zalida\n",
+      "competence                 \n",
+      "Cher                  \\RepD\n",
+      "Rai                   \\RepZ\n",
+      "Cal                   \\RepU\n",
+      "Com                   \\RepD\n",
+      "--------------------\n",
+      "BOINA Abdillah Mze Limassi\n",
+      "                     Moyenne discrète\n",
+      "                                score\n",
+      "fullname   BOINA Abdillah Mze Limassi\n",
+      "competence                           \n",
+      "Cher                            \\RepD\n",
+      "Rai                             \\RepT\n",
+      "Cal                             \\RepD\n",
+      "Com                             \\RepD\n",
+      "--------------------\n",
+      "BOUDRA Zaankidine\n",
+      "            Moyenne discrète\n",
+      "                       score\n",
+      "fullname   BOUDRA Zaankidine\n",
+      "competence                  \n",
+      "Cher                   \\RepZ\n",
+      "Rai                    \\RepZ\n",
+      "Cal                    \\RepZ\n",
+      "Com                    \\RepZ\n",
+      "--------------------\n",
+      "HALADI Asna\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname        HALADI Asna\n",
+      "competence                 \n",
+      "Cher                  \\RepT\n",
+      "Rai                   \\RepT\n",
+      "Cal                   \\RepD\n",
+      "Com                   \\RepT\n",
+      "--------------------\n",
+      "HALIDI Soibrata\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname    HALIDI Soibrata\n",
+      "competence                 \n",
+      "Cher                  \\RepD\n",
+      "Rai                   \\RepZ\n",
+      "Cal                   \\RepU\n",
+      "Com                   \\RepD\n",
+      "--------------------\n",
+      "HAMEDALY Doulkifly\n",
+      "             Moyenne discrète\n",
+      "                        score\n",
+      "fullname   HAMEDALY Doulkifly\n",
+      "competence                   \n",
+      "Cher                    \\RepZ\n",
+      "Rai                     \\RepU\n",
+      "Cal                     \\RepU\n",
+      "Com                     \\RepU\n",
+      "--------------------\n",
+      "IBRAHIM Nassur\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname     IBRAHIM Nassur\n",
+      "competence                 \n",
+      "Cher                  \\RepD\n",
+      "Rai                   \\RepU\n",
+      "Cal                   \\RepU\n",
+      "Com                   \\RepU\n",
+      "--------------------\n",
+      "INOUSSA Anchoura\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname   INOUSSA Anchoura\n",
+      "competence                 \n",
+      "Cher                  \\RepD\n",
+      "Rai                   \\RepD\n",
+      "Cal                   \\RepU\n",
+      "Com                   \\RepD\n",
+      "--------------------\n",
+      "MOHAMED Nadia\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname      MOHAMED Nadia\n",
+      "competence                 \n",
+      "Cher                  \\RepU\n",
+      "Rai                   \\RepZ\n",
+      "Cal                   \\RepZ\n",
+      "Com                   \\RepZ\n",
+      "--------------------\n",
+      "MOUHOUDHOIRE Izak\n",
+      "            Moyenne discrète\n",
+      "                       score\n",
+      "fullname   MOUHOUDHOIRE Izak\n",
+      "competence                  \n",
+      "Cher                   \\RepU\n",
+      "Rai                    \\RepZ\n",
+      "Cal                    \\RepZ\n",
+      "Com                    \\RepZ\n",
+      "--------------------\n",
+      "MOUSSRI Bakari\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname     MOUSSRI Bakari\n",
+      "competence                 \n",
+      "Cher                  \\RepD\n",
+      "Rai                   \\RepU\n",
+      "Cal                   \\RepZ\n",
+      "Com                   \\RepU\n",
+      "--------------------\n",
+      "SAKOTRA Claudiana\n",
+      "            Moyenne discrète\n",
+      "                       score\n",
+      "fullname   SAKOTRA Claudiana\n",
+      "competence                  \n",
+      "Cher                   \\RepZ\n",
+      "Rai                    \\RepZ\n",
+      "Cal                    \\RepU\n",
+      "Com                    \\RepU\n",
+      "--------------------\n",
+      "SAÏD Fatoumia\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname      SAÏD Fatoumia\n",
+      "competence                 \n",
+      "Cher                  \\RepT\n",
+      "Rai                   \\RepT\n",
+      "Cal                   \\RepD\n",
+      "Com                   \\RepD\n",
+      "--------------------\n",
+      "TOUFAIL Salahou\n",
+      "           Moyenne discrète\n",
+      "                      score\n",
+      "fullname    TOUFAIL Salahou\n",
+      "competence                 \n",
+      "Cher                  \\RepD\n",
+      "Rai                   \\RepT\n",
+      "Cal                   \\RepU\n",
+      "Com                   \\RepT\n"
+     ]
+    }
+   ],
+   "source": [
+    "stds = []\n",
+    "for student, student_table in gpd_df:\n",
+    "    print(\"-\"*20)\n",
+    "    print(student)\n",
+    "    std ={\"name\": student, \"exercises\": []}\n",
+    "    \n",
+    "    # Exercises summary\n",
+    "    gpd_table =  student_table.groupby('exercise')\n",
+    "    for exercise, exercise_table in gpd_table:\n",
+    "        #print(exercise)\n",
+    "        exo = {\"name\": exercise, \"questions\": []}\n",
+    "        imin = 10000\n",
+    "        for i,row in exercise_table.iterrows():\n",
+    "            imin = min(i,imin)\n",
+    "            if i in list(range(imin, imin+10)):\n",
+    "                #print(f\"\\t {i} \\t {row['question']} {row['competence']}: {row['latex']}\")\n",
+    "                exo[\"questions\"].append(row)\n",
+    "        std[\"exercises\"].append(exo)\n",
+    "        \n",
+    "    # Competence report\n",
+    "    std['competences'] = competence_report(student_table).applymap(val2latex,)\n",
+    "    pprint(std['competences'])\n",
+    "    \n",
+    "    stds.append(std)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'competences':                      Moyenne discrète\n",
+       "                                  score\n",
+       "  fullname   ABDALLAH ALLAOUI Taiassima\n",
+       "  competence                           \n",
+       "  Cher                            \\RepD\n",
+       "  Rai                             \\RepD\n",
+       "  Cal                             \\RepD\n",
+       "  Com                             \\RepD,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                    ABDALLAH ALLAOUI\n",
+       "     surname                        Taiassima\n",
+       "     value                                  1\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  1\n",
+       "     fullname      ABDALLAH ALLAOUI Taiassima\n",
+       "     latex                              \\RepU\n",
+       "     Name: 0, dtype: object, name                     ABDALLAH ALLAOUI\n",
+       "     surname                         Taiassima\n",
+       "     value                                   2\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   2\n",
+       "     fullname       ABDALLAH ALLAOUI Taiassima\n",
+       "     latex                               \\RepD\n",
+       "     Name: 1, dtype: object, name                           ABDALLAH ALLAOUI\n",
+       "     surname                               Taiassima\n",
+       "     value                                         .\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname             ABDALLAH ALLAOUI Taiassima\n",
+       "     latex                                    \\NoRep\n",
+       "     Name: 2, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                         ABDALLAH ALLAOUI\n",
+       "     surname                             Taiassima\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname           ABDALLAH ALLAOUI Taiassima\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 1482, dtype: object, name                    ABDALLAH ALLAOUI\n",
+       "     surname                        Taiassima\n",
+       "     value                                  2\n",
+       "     competence                          Cher\n",
+       "     question                                \n",
+       "     comment           Décomposer le problème\n",
+       "     exercise                 2 - Maladroite!\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  2\n",
+       "     fullname      ABDALLAH ALLAOUI Taiassima\n",
+       "     latex                              \\RepD\n",
+       "     Name: 1483, dtype: object, name                    ABDALLAH ALLAOUI\n",
+       "     surname                        Taiassima\n",
+       "     value                                  2\n",
+       "     competence                           Rai\n",
+       "     question                                \n",
+       "     comment          Manipuler les grandeurs\n",
+       "     exercise                 2 - Maladroite!\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  2\n",
+       "     fullname      ABDALLAH ALLAOUI Taiassima\n",
+       "     latex                              \\RepD\n",
+       "     Name: 1484, dtype: object, name                    ABDALLAH ALLAOUI\n",
+       "     surname                        Taiassima\n",
+       "     value                                  3\n",
+       "     competence                           Cal\n",
+       "     question                                \n",
+       "     comment         Mener à bien les calculs\n",
+       "     exercise                 2 - Maladroite!\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  3\n",
+       "     fullname      ABDALLAH ALLAOUI Taiassima\n",
+       "     latex                              \\RepT\n",
+       "     Name: 1485, dtype: object, name                    ABDALLAH ALLAOUI\n",
+       "     surname                        Taiassima\n",
+       "     value                                  2\n",
+       "     competence                           Com\n",
+       "     question                                \n",
+       "     comment                        Rédaction\n",
+       "     exercise                 2 - Maladroite!\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  2\n",
+       "     fullname      ABDALLAH ALLAOUI Taiassima\n",
+       "     latex                              \\RepD\n",
+       "     Name: 1486, dtype: object]}],\n",
+       "  'name': 'ABDALLAH ALLAOUI Taiassima'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname        ADANI Ismou\n",
+       "  competence                 \n",
+       "  Cher                  \\RepD\n",
+       "  Rai                   \\RepD\n",
+       "  Cal                   \\RepU\n",
+       "  Com                   \\RepU,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                               ADANI\n",
+       "     surname                            Ismou\n",
+       "     value                                  2\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  2\n",
+       "     fullname                     ADANI Ismou\n",
+       "     latex                              \\RepD\n",
+       "     Name: 3, dtype: object, name                                ADANI\n",
+       "     surname                             Ismou\n",
+       "     value                                   2\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   2\n",
+       "     fullname                      ADANI Ismou\n",
+       "     latex                               \\RepD\n",
+       "     Name: 4, dtype: object, name                                      ADANI\n",
+       "     surname                                   Ismou\n",
+       "     value                                         1\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         1\n",
+       "     fullname                            ADANI Ismou\n",
+       "     latex                                     \\RepU\n",
+       "     Name: 5, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                    ADANI\n",
+       "     surname                                 Ismou\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                          ADANI Ismou\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 3177, dtype: object, name                           ADANI\n",
+       "     surname                        Ismou\n",
+       "     value                              2\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              2\n",
+       "     fullname                 ADANI Ismou\n",
+       "     latex                          \\RepD\n",
+       "     Name: 3178, dtype: object, name                            ADANI\n",
+       "     surname                         Ismou\n",
+       "     value                               2\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               2\n",
+       "     fullname                  ADANI Ismou\n",
+       "     latex                           \\RepD\n",
+       "     Name: 3179, dtype: object, name                             ADANI\n",
+       "     surname                          Ismou\n",
+       "     value                                1\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                1\n",
+       "     fullname                   ADANI Ismou\n",
+       "     latex                            \\RepU\n",
+       "     Name: 3180, dtype: object, name                      ADANI\n",
+       "     surname                   Ismou\n",
+       "     value                         1\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         1\n",
+       "     fullname            ADANI Ismou\n",
+       "     latex                     \\RepU\n",
+       "     Name: 3181, dtype: object]}],\n",
+       "  'name': 'ADANI Ismou'},\n",
+       " {'competences':              Moyenne discrète\n",
+       "                          score\n",
+       "  fullname   AHAMADA Dhoulkamal\n",
+       "  competence                   \n",
+       "  Cher                    \\RepT\n",
+       "  Rai                     \\RepZ\n",
+       "  Cal                     \\RepZ\n",
+       "  Com                     \\RepU,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                             AHAMADA\n",
+       "     surname                       Dhoulkamal\n",
+       "     value                                  3\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  3\n",
+       "     fullname              AHAMADA Dhoulkamal\n",
+       "     latex                              \\RepT\n",
+       "     Name: 6, dtype: object, name                              AHAMADA\n",
+       "     surname                        Dhoulkamal\n",
+       "     value                                   0\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   0\n",
+       "     fullname               AHAMADA Dhoulkamal\n",
+       "     latex                               \\RepZ\n",
+       "     Name: 7, dtype: object, name                                    AHAMADA\n",
+       "     surname                              Dhoulkamal\n",
+       "     value                                         0\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                     AHAMADA Dhoulkamal\n",
+       "     latex                                     \\RepZ\n",
+       "     Name: 8, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                  AHAMADA\n",
+       "     surname                            Dhoulkamal\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                   AHAMADA Dhoulkamal\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 3832, dtype: object, name                         AHAMADA\n",
+       "     surname                   Dhoulkamal\n",
+       "     value                              0\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              0\n",
+       "     fullname          AHAMADA Dhoulkamal\n",
+       "     latex                          \\RepZ\n",
+       "     Name: 3833, dtype: object, name                          AHAMADA\n",
+       "     surname                    Dhoulkamal\n",
+       "     value                               0\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               0\n",
+       "     fullname           AHAMADA Dhoulkamal\n",
+       "     latex                           \\RepZ\n",
+       "     Name: 3834, dtype: object, name                           AHAMADA\n",
+       "     surname                     Dhoulkamal\n",
+       "     value                                0\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                0\n",
+       "     fullname            AHAMADA Dhoulkamal\n",
+       "     latex                            \\RepZ\n",
+       "     Name: 3835, dtype: object, name                     AHAMADA\n",
+       "     surname               Dhoulkamal\n",
+       "     value                          1\n",
+       "     competence                   Com\n",
+       "     question                        \n",
+       "     comment                Rédaction\n",
+       "     exercise         2 - Maladroite!\n",
+       "     eval           DS1 mise en jambe\n",
+       "     score                          1\n",
+       "     fullname      AHAMADA Dhoulkamal\n",
+       "     latex                      \\RepU\n",
+       "     Name: 3836, dtype: object]}],\n",
+       "  'name': 'AHAMADA Dhoulkamal'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname   AHAMADI Asbahati\n",
+       "  competence                 \n",
+       "  Cher                  \\RepT\n",
+       "  Rai                   \\RepT\n",
+       "  Cal                   \\RepT\n",
+       "  Com                   \\RepT,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                             AHAMADI\n",
+       "     surname                         Asbahati\n",
+       "     value                                  3\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  3\n",
+       "     fullname                AHAMADI Asbahati\n",
+       "     latex                              \\RepT\n",
+       "     Name: 9, dtype: object, name                              AHAMADI\n",
+       "     surname                          Asbahati\n",
+       "     value                                   3\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   3\n",
+       "     fullname                 AHAMADI Asbahati\n",
+       "     latex                               \\RepT\n",
+       "     Name: 10, dtype: object, name                                    AHAMADI\n",
+       "     surname                                Asbahati\n",
+       "     value                                         0\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                       AHAMADI Asbahati\n",
+       "     latex                                     \\RepZ\n",
+       "     Name: 11, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                  AHAMADI\n",
+       "     surname                              Asbahati\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                     AHAMADI Asbahati\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 717, dtype: object, name                         AHAMADI\n",
+       "     surname                     Asbahati\n",
+       "     value                              3\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              3\n",
+       "     fullname            AHAMADI Asbahati\n",
+       "     latex                          \\RepT\n",
+       "     Name: 718, dtype: object, name                          AHAMADI\n",
+       "     surname                      Asbahati\n",
+       "     value                               3\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               3\n",
+       "     fullname             AHAMADI Asbahati\n",
+       "     latex                           \\RepT\n",
+       "     Name: 719, dtype: object, name                           AHAMADI\n",
+       "     surname                       Asbahati\n",
+       "     value                                3\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                3\n",
+       "     fullname              AHAMADI Asbahati\n",
+       "     latex                            \\RepT\n",
+       "     Name: 720, dtype: object, name                    AHAMADI\n",
+       "     surname                Asbahati\n",
+       "     value                         3\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         3\n",
+       "     fullname       AHAMADI Asbahati\n",
+       "     latex                     \\RepT\n",
+       "     Name: 721, dtype: object]}],\n",
+       "  'name': 'AHAMADI Asbahati'},\n",
+       " {'competences':                       Moyenne discrète\n",
+       "                                   score\n",
+       "  fullname   AHAMADI OUSSENI Ansufiddine\n",
+       "  competence                            \n",
+       "  Cher                             \\RepU\n",
+       "  Rai                              \\RepZ\n",
+       "  Cal                              \\RepU\n",
+       "  Com                              \\RepU,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                      AHAMADI OUSSENI\n",
+       "     surname                       Ansufiddine\n",
+       "     value                                   1\n",
+       "     competence                           Cher\n",
+       "     question                                1\n",
+       "     comment            Lecture du thermomètre\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   1\n",
+       "     fullname      AHAMADI OUSSENI Ansufiddine\n",
+       "     latex                               \\RepU\n",
+       "     Name: 12, dtype: object, name                      AHAMADI OUSSENI\n",
+       "     surname                       Ansufiddine\n",
+       "     value                                   2\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   2\n",
+       "     fullname      AHAMADI OUSSENI Ansufiddine\n",
+       "     latex                               \\RepD\n",
+       "     Name: 13, dtype: object, name                            AHAMADI OUSSENI\n",
+       "     surname                             Ansufiddine\n",
+       "     value                                         .\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname            AHAMADI OUSSENI Ansufiddine\n",
+       "     latex                                    \\NoRep\n",
+       "     Name: 14, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                          AHAMADI OUSSENI\n",
+       "     surname                           Ansufiddine\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname          AHAMADI OUSSENI Ansufiddine\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 1372, dtype: object, name                      AHAMADI OUSSENI\n",
+       "     surname                       Ansufiddine\n",
+       "     value                                   0\n",
+       "     competence                           Cher\n",
+       "     question                                 \n",
+       "     comment            Décomposer le problème\n",
+       "     exercise                  2 - Maladroite!\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   0\n",
+       "     fullname      AHAMADI OUSSENI Ansufiddine\n",
+       "     latex                               \\RepZ\n",
+       "     Name: 1373, dtype: object, name                      AHAMADI OUSSENI\n",
+       "     surname                       Ansufiddine\n",
+       "     value                                   0\n",
+       "     competence                            Rai\n",
+       "     question                                 \n",
+       "     comment           Manipuler les grandeurs\n",
+       "     exercise                  2 - Maladroite!\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   0\n",
+       "     fullname      AHAMADI OUSSENI Ansufiddine\n",
+       "     latex                               \\RepZ\n",
+       "     Name: 1374, dtype: object, name                      AHAMADI OUSSENI\n",
+       "     surname                       Ansufiddine\n",
+       "     value                                   1\n",
+       "     competence                            Cal\n",
+       "     question                                 \n",
+       "     comment          Mener à bien les calculs\n",
+       "     exercise                  2 - Maladroite!\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   1\n",
+       "     fullname      AHAMADI OUSSENI Ansufiddine\n",
+       "     latex                               \\RepU\n",
+       "     Name: 1375, dtype: object, name                      AHAMADI OUSSENI\n",
+       "     surname                       Ansufiddine\n",
+       "     value                                   1\n",
+       "     competence                            Com\n",
+       "     question                                 \n",
+       "     comment                         Rédaction\n",
+       "     exercise                  2 - Maladroite!\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   1\n",
+       "     fullname      AHAMADI OUSSENI Ansufiddine\n",
+       "     latex                               \\RepU\n",
+       "     Name: 1376, dtype: object]}],\n",
+       "  'name': 'AHAMADI OUSSENI Ansufiddine'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname     AHAMED Fayadhi\n",
+       "  competence                 \n",
+       "  Cher                  \\RepT\n",
+       "  Rai                   \\RepU\n",
+       "  Cal                   \\RepU\n",
+       "  Com                   \\RepD,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                              AHAMED\n",
+       "     surname                          Fayadhi\n",
+       "     value                                  3\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  3\n",
+       "     fullname                  AHAMED Fayadhi\n",
+       "     latex                              \\RepT\n",
+       "     Name: 15, dtype: object, name                               AHAMED\n",
+       "     surname                           Fayadhi\n",
+       "     value                                   2\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   2\n",
+       "     fullname                   AHAMED Fayadhi\n",
+       "     latex                               \\RepD\n",
+       "     Name: 16, dtype: object, name                                     AHAMED\n",
+       "     surname                                 Fayadhi\n",
+       "     value                                         0\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                         AHAMED Fayadhi\n",
+       "     latex                                     \\RepZ\n",
+       "     Name: 17, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                   AHAMED\n",
+       "     surname                               Fayadhi\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                       AHAMED Fayadhi\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 3847, dtype: object, name                          AHAMED\n",
+       "     surname                      Fayadhi\n",
+       "     value                              2\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              2\n",
+       "     fullname              AHAMED Fayadhi\n",
+       "     latex                          \\RepD\n",
+       "     Name: 3848, dtype: object, name                           AHAMED\n",
+       "     surname                       Fayadhi\n",
+       "     value                               1\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               1\n",
+       "     fullname               AHAMED Fayadhi\n",
+       "     latex                           \\RepU\n",
+       "     Name: 3849, dtype: object, name                            AHAMED\n",
+       "     surname                        Fayadhi\n",
+       "     value                                1\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                1\n",
+       "     fullname                AHAMED Fayadhi\n",
+       "     latex                            \\RepU\n",
+       "     Name: 3850, dtype: object, name                     AHAMED\n",
+       "     surname                 Fayadhi\n",
+       "     value                         2\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         2\n",
+       "     fullname         AHAMED Fayadhi\n",
+       "     latex                     \\RepD\n",
+       "     Name: 3851, dtype: object]}],\n",
+       "  'name': 'AHAMED Fayadhi'},\n",
+       " {'competences':              Moyenne discrète\n",
+       "                          score\n",
+       "  fullname   AHMED SAID Hadaïta\n",
+       "  competence                   \n",
+       "  Cher                    \\RepT\n",
+       "  Rai                     \\RepT\n",
+       "  Cal                     \\RepD\n",
+       "  Com                     \\RepT,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                          AHMED SAID\n",
+       "     surname                          Hadaïta\n",
+       "     value                                  2\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  2\n",
+       "     fullname              AHMED SAID Hadaïta\n",
+       "     latex                              \\RepD\n",
+       "     Name: 18, dtype: object, name                           AHMED SAID\n",
+       "     surname                           Hadaïta\n",
+       "     value                                   2\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   2\n",
+       "     fullname               AHMED SAID Hadaïta\n",
+       "     latex                               \\RepD\n",
+       "     Name: 19, dtype: object, name                                 AHMED SAID\n",
+       "     surname                                 Hadaïta\n",
+       "     value                                         2\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         2\n",
+       "     fullname                     AHMED SAID Hadaïta\n",
+       "     latex                                     \\RepD\n",
+       "     Name: 20, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                               AHMED SAID\n",
+       "     surname                               Hadaïta\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                   AHMED SAID Hadaïta\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 1252, dtype: object, name                      AHMED SAID\n",
+       "     surname                      Hadaïta\n",
+       "     value                              3\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              3\n",
+       "     fullname          AHMED SAID Hadaïta\n",
+       "     latex                          \\RepT\n",
+       "     Name: 1253, dtype: object, name                       AHMED SAID\n",
+       "     surname                       Hadaïta\n",
+       "     value                               3\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               3\n",
+       "     fullname           AHMED SAID Hadaïta\n",
+       "     latex                           \\RepT\n",
+       "     Name: 1254, dtype: object, name                        AHMED SAID\n",
+       "     surname                        Hadaïta\n",
+       "     value                                2\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                2\n",
+       "     fullname            AHMED SAID Hadaïta\n",
+       "     latex                            \\RepD\n",
+       "     Name: 1255, dtype: object, name                  AHMED SAID\n",
+       "     surname                  Hadaïta\n",
+       "     value                          3\n",
+       "     competence                   Com\n",
+       "     question                        \n",
+       "     comment                Rédaction\n",
+       "     exercise         2 - Maladroite!\n",
+       "     eval           DS1 mise en jambe\n",
+       "     score                          3\n",
+       "     fullname      AHMED SAID Hadaïta\n",
+       "     latex                      \\RepT\n",
+       "     Name: 1256, dtype: object]}],\n",
+       "  'name': 'AHMED SAID Hadaïta'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname    ALI MADI Anissa\n",
+       "  competence                 \n",
+       "  Cher                  \\RepT\n",
+       "  Rai                   \\RepT\n",
+       "  Cal                   \\RepD\n",
+       "  Com                   \\RepD,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                            ALI MADI\n",
+       "     surname                           Anissa\n",
+       "     value                                  3\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  3\n",
+       "     fullname                 ALI MADI Anissa\n",
+       "     latex                              \\RepT\n",
+       "     Name: 24, dtype: object, name                             ALI MADI\n",
+       "     surname                            Anissa\n",
+       "     value                                   1\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   1\n",
+       "     fullname                  ALI MADI Anissa\n",
+       "     latex                               \\RepU\n",
+       "     Name: 25, dtype: object, name                                   ALI MADI\n",
+       "     surname                                  Anissa\n",
+       "     value                                         0\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                        ALI MADI Anissa\n",
+       "     latex                                     \\RepZ\n",
+       "     Name: 26, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                 ALI MADI\n",
+       "     surname                                Anissa\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                      ALI MADI Anissa\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 1002, dtype: object, name                        ALI MADI\n",
+       "     surname                       Anissa\n",
+       "     value                              2\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              2\n",
+       "     fullname             ALI MADI Anissa\n",
+       "     latex                          \\RepD\n",
+       "     Name: 1003, dtype: object, name                         ALI MADI\n",
+       "     surname                        Anissa\n",
+       "     value                               3\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               3\n",
+       "     fullname              ALI MADI Anissa\n",
+       "     latex                           \\RepT\n",
+       "     Name: 1004, dtype: object, name                          ALI MADI\n",
+       "     surname                         Anissa\n",
+       "     value                                3\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                3\n",
+       "     fullname               ALI MADI Anissa\n",
+       "     latex                            \\RepT\n",
+       "     Name: 1005, dtype: object, name                   ALI MADI\n",
+       "     surname                  Anissa\n",
+       "     value                         2\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         2\n",
+       "     fullname        ALI MADI Anissa\n",
+       "     latex                     \\RepD\n",
+       "     Name: 1006, dtype: object]}],\n",
+       "  'name': 'ALI MADI Anissa'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname         ALI Raydel\n",
+       "  competence                 \n",
+       "  Cher                  \\RepD\n",
+       "  Rai                   \\RepD\n",
+       "  Cal                   \\RepT\n",
+       "  Com                   \\RepD,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                                 ALI\n",
+       "     surname                           Raydel\n",
+       "     value                                  2\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  2\n",
+       "     fullname                      ALI Raydel\n",
+       "     latex                              \\RepD\n",
+       "     Name: 21, dtype: object, name                                  ALI\n",
+       "     surname                            Raydel\n",
+       "     value                                   0\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   0\n",
+       "     fullname                       ALI Raydel\n",
+       "     latex                               \\RepZ\n",
+       "     Name: 22, dtype: object, name                                        ALI\n",
+       "     surname                                  Raydel\n",
+       "     value                                         2\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         2\n",
+       "     fullname                             ALI Raydel\n",
+       "     latex                                     \\RepD\n",
+       "     Name: 23, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                      ALI\n",
+       "     surname                                Raydel\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                           ALI Raydel\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 737, dtype: object, name                             ALI\n",
+       "     surname                       Raydel\n",
+       "     value                              2\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              2\n",
+       "     fullname                  ALI Raydel\n",
+       "     latex                          \\RepD\n",
+       "     Name: 738, dtype: object, name                              ALI\n",
+       "     surname                        Raydel\n",
+       "     value                               2\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               2\n",
+       "     fullname                   ALI Raydel\n",
+       "     latex                           \\RepD\n",
+       "     Name: 739, dtype: object, name                               ALI\n",
+       "     surname                         Raydel\n",
+       "     value                                3\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                3\n",
+       "     fullname                    ALI Raydel\n",
+       "     latex                            \\RepT\n",
+       "     Name: 740, dtype: object, name                        ALI\n",
+       "     surname                  Raydel\n",
+       "     value                         2\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         2\n",
+       "     fullname             ALI Raydel\n",
+       "     latex                     \\RepD\n",
+       "     Name: 741, dtype: object]}],\n",
+       "  'name': 'ALI Raydel'},\n",
+       " {'competences':                Moyenne discrète\n",
+       "                            score\n",
+       "  fullname   ATTOUMANE ALI Fatima\n",
+       "  competence                     \n",
+       "  Cher                      \\RepU\n",
+       "  Rai                       \\RepZ\n",
+       "  Cal                       \\RepU\n",
+       "  Com                       \\RepZ,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                       ATTOUMANE ALI\n",
+       "     surname                           Fatima\n",
+       "     value                                  1\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  1\n",
+       "     fullname            ATTOUMANE ALI Fatima\n",
+       "     latex                              \\RepU\n",
+       "     Name: 27, dtype: object, name                        ATTOUMANE ALI\n",
+       "     surname                            Fatima\n",
+       "     value                                   2\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   2\n",
+       "     fullname             ATTOUMANE ALI Fatima\n",
+       "     latex                               \\RepD\n",
+       "     Name: 28, dtype: object, name                              ATTOUMANE ALI\n",
+       "     surname                                  Fatima\n",
+       "     value                                         0\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                   ATTOUMANE ALI Fatima\n",
+       "     latex                                     \\RepZ\n",
+       "     Name: 29, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                            ATTOUMANE ALI\n",
+       "     surname                                Fatima\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                 ATTOUMANE ALI Fatima\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 3347, dtype: object, name                   ATTOUMANE ALI\n",
+       "     surname                       Fatima\n",
+       "     value                              0\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              0\n",
+       "     fullname        ATTOUMANE ALI Fatima\n",
+       "     latex                          \\RepZ\n",
+       "     Name: 3348, dtype: object, name                    ATTOUMANE ALI\n",
+       "     surname                        Fatima\n",
+       "     value                               0\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               0\n",
+       "     fullname         ATTOUMANE ALI Fatima\n",
+       "     latex                           \\RepZ\n",
+       "     Name: 3349, dtype: object, name                     ATTOUMANE ALI\n",
+       "     surname                         Fatima\n",
+       "     value                                1\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                1\n",
+       "     fullname          ATTOUMANE ALI Fatima\n",
+       "     latex                            \\RepU\n",
+       "     Name: 3350, dtype: object, name                 ATTOUMANE ALI\n",
+       "     surname                     Fatima\n",
+       "     value                            0\n",
+       "     competence                     Com\n",
+       "     question                          \n",
+       "     comment                  Rédaction\n",
+       "     exercise           2 - Maladroite!\n",
+       "     eval             DS1 mise en jambe\n",
+       "     score                            0\n",
+       "     fullname      ATTOUMANE ALI Fatima\n",
+       "     latex                        \\RepZ\n",
+       "     Name: 3351, dtype: object]}],\n",
+       "  'name': 'ATTOUMANE ALI Fatima'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname    BACHIROU Elzame\n",
+       "  competence                 \n",
+       "  Cher                  \\RepD\n",
+       "  Rai                   \\RepZ\n",
+       "  Cal                   \\RepZ\n",
+       "  Com                   \\RepU,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                            BACHIROU\n",
+       "     surname                           Elzame\n",
+       "     value                                  3\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  3\n",
+       "     fullname                 BACHIROU Elzame\n",
+       "     latex                              \\RepT\n",
+       "     Name: 30, dtype: object, name                             BACHIROU\n",
+       "     surname                            Elzame\n",
+       "     value                                   0\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   0\n",
+       "     fullname                  BACHIROU Elzame\n",
+       "     latex                               \\RepZ\n",
+       "     Name: 31, dtype: object, name                                   BACHIROU\n",
+       "     surname                                  Elzame\n",
+       "     value                                         .\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                        BACHIROU Elzame\n",
+       "     latex                                    \\NoRep\n",
+       "     Name: 32, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                 BACHIROU\n",
+       "     surname                                Elzame\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                      BACHIROU Elzame\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 882, dtype: object, name                        BACHIROU\n",
+       "     surname                       Elzame\n",
+       "     value                              1\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              1\n",
+       "     fullname             BACHIROU Elzame\n",
+       "     latex                          \\RepU\n",
+       "     Name: 883, dtype: object, name                         BACHIROU\n",
+       "     surname                        Elzame\n",
+       "     value                               .\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               0\n",
+       "     fullname              BACHIROU Elzame\n",
+       "     latex                          \\NoRep\n",
+       "     Name: 884, dtype: object, name                          BACHIROU\n",
+       "     surname                         Elzame\n",
+       "     value                                .\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                0\n",
+       "     fullname               BACHIROU Elzame\n",
+       "     latex                           \\NoRep\n",
+       "     Name: 885, dtype: object, name                   BACHIROU\n",
+       "     surname                  Elzame\n",
+       "     value                         1\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         1\n",
+       "     fullname        BACHIROU Elzame\n",
+       "     latex                     \\RepU\n",
+       "     Name: 886, dtype: object]}],\n",
+       "  'name': 'BACHIROU Elzame'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname      BINALI Zalida\n",
+       "  competence                 \n",
+       "  Cher                  \\RepD\n",
+       "  Rai                   \\RepZ\n",
+       "  Cal                   \\RepU\n",
+       "  Com                   \\RepD,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                              BINALI\n",
+       "     surname                           Zalida\n",
+       "     value                                  2\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  2\n",
+       "     fullname                   BINALI Zalida\n",
+       "     latex                              \\RepD\n",
+       "     Name: 33, dtype: object, name                               BINALI\n",
+       "     surname                            Zalida\n",
+       "     value                                   3\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   3\n",
+       "     fullname                    BINALI Zalida\n",
+       "     latex                               \\RepT\n",
+       "     Name: 34, dtype: object, name                                     BINALI\n",
+       "     surname                                  Zalida\n",
+       "     value                                         .\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                          BINALI Zalida\n",
+       "     latex                                    \\NoRep\n",
+       "     Name: 35, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                   BINALI\n",
+       "     surname                                Zalida\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                        BINALI Zalida\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 3877, dtype: object, name                          BINALI\n",
+       "     surname                       Zalida\n",
+       "     value                              .\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              0\n",
+       "     fullname               BINALI Zalida\n",
+       "     latex                         \\NoRep\n",
+       "     Name: 3878, dtype: object, name                           BINALI\n",
+       "     surname                        Zalida\n",
+       "     value                               .\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               0\n",
+       "     fullname                BINALI Zalida\n",
+       "     latex                          \\NoRep\n",
+       "     Name: 3879, dtype: object, name                            BINALI\n",
+       "     surname                         Zalida\n",
+       "     value                                .\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                0\n",
+       "     fullname                 BINALI Zalida\n",
+       "     latex                           \\NoRep\n",
+       "     Name: 3880, dtype: object, name                     BINALI\n",
+       "     surname                  Zalida\n",
+       "     value                         2\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         2\n",
+       "     fullname          BINALI Zalida\n",
+       "     latex                     \\RepD\n",
+       "     Name: 3881, dtype: object]}],\n",
+       "  'name': 'BINALI Zalida'},\n",
+       " {'competences':                      Moyenne discrète\n",
+       "                                  score\n",
+       "  fullname   BOINA Abdillah Mze Limassi\n",
+       "  competence                           \n",
+       "  Cher                            \\RepD\n",
+       "  Rai                             \\RepT\n",
+       "  Cal                             \\RepD\n",
+       "  Com                             \\RepD,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                               BOINA\n",
+       "     surname             Abdillah Mze Limassi\n",
+       "     value                                  2\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  2\n",
+       "     fullname      BOINA Abdillah Mze Limassi\n",
+       "     latex                              \\RepD\n",
+       "     Name: 36, dtype: object, name                                BOINA\n",
+       "     surname              Abdillah Mze Limassi\n",
+       "     value                                   3\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   3\n",
+       "     fullname       BOINA Abdillah Mze Limassi\n",
+       "     latex                               \\RepT\n",
+       "     Name: 37, dtype: object, name                                      BOINA\n",
+       "     surname                    Abdillah Mze Limassi\n",
+       "     value                                         .\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname             BOINA Abdillah Mze Limassi\n",
+       "     latex                                    \\NoRep\n",
+       "     Name: 38, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                    BOINA\n",
+       "     surname                  Abdillah Mze Limassi\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname           BOINA Abdillah Mze Limassi\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 3362, dtype: object, name                               BOINA\n",
+       "     surname             Abdillah Mze Limassi\n",
+       "     value                                  2\n",
+       "     competence                          Cher\n",
+       "     question                                \n",
+       "     comment           Décomposer le problème\n",
+       "     exercise                 2 - Maladroite!\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  2\n",
+       "     fullname      BOINA Abdillah Mze Limassi\n",
+       "     latex                              \\RepD\n",
+       "     Name: 3363, dtype: object, name                               BOINA\n",
+       "     surname             Abdillah Mze Limassi\n",
+       "     value                                  3\n",
+       "     competence                           Rai\n",
+       "     question                                \n",
+       "     comment          Manipuler les grandeurs\n",
+       "     exercise                 2 - Maladroite!\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  3\n",
+       "     fullname      BOINA Abdillah Mze Limassi\n",
+       "     latex                              \\RepT\n",
+       "     Name: 3364, dtype: object, name                               BOINA\n",
+       "     surname             Abdillah Mze Limassi\n",
+       "     value                                  3\n",
+       "     competence                           Cal\n",
+       "     question                                \n",
+       "     comment         Mener à bien les calculs\n",
+       "     exercise                 2 - Maladroite!\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  3\n",
+       "     fullname      BOINA Abdillah Mze Limassi\n",
+       "     latex                              \\RepT\n",
+       "     Name: 3365, dtype: object, name                               BOINA\n",
+       "     surname             Abdillah Mze Limassi\n",
+       "     value                                  2\n",
+       "     competence                           Com\n",
+       "     question                                \n",
+       "     comment                        Rédaction\n",
+       "     exercise                 2 - Maladroite!\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  2\n",
+       "     fullname      BOINA Abdillah Mze Limassi\n",
+       "     latex                              \\RepD\n",
+       "     Name: 3366, dtype: object]}],\n",
+       "  'name': 'BOINA Abdillah Mze Limassi'},\n",
+       " {'competences':             Moyenne discrète\n",
+       "                         score\n",
+       "  fullname   BOUDRA Zaankidine\n",
+       "  competence                  \n",
+       "  Cher                   \\RepZ\n",
+       "  Rai                    \\RepZ\n",
+       "  Cal                    \\RepZ\n",
+       "  Com                    \\RepZ,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                              BOUDRA\n",
+       "     surname                       Zaankidine\n",
+       "     value                                  0\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  0\n",
+       "     fullname               BOUDRA Zaankidine\n",
+       "     latex                              \\RepZ\n",
+       "     Name: 39, dtype: object, name                               BOUDRA\n",
+       "     surname                        Zaankidine\n",
+       "     value                                   1\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   1\n",
+       "     fullname                BOUDRA Zaankidine\n",
+       "     latex                               \\RepU\n",
+       "     Name: 40, dtype: object, name                                     BOUDRA\n",
+       "     surname                              Zaankidine\n",
+       "     value                                         0\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                      BOUDRA Zaankidine\n",
+       "     latex                                     \\RepZ\n",
+       "     Name: 41, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                   BOUDRA\n",
+       "     surname                            Zaankidine\n",
+       "     value                                       .\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       0\n",
+       "     fullname                    BOUDRA Zaankidine\n",
+       "     latex                                  \\NoRep\n",
+       "     Name: 1547, dtype: object, name                          BOUDRA\n",
+       "     surname                   Zaankidine\n",
+       "     value                              .\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              0\n",
+       "     fullname           BOUDRA Zaankidine\n",
+       "     latex                         \\NoRep\n",
+       "     Name: 1548, dtype: object, name                           BOUDRA\n",
+       "     surname                    Zaankidine\n",
+       "     value                               .\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               0\n",
+       "     fullname            BOUDRA Zaankidine\n",
+       "     latex                          \\NoRep\n",
+       "     Name: 1549, dtype: object, name                            BOUDRA\n",
+       "     surname                     Zaankidine\n",
+       "     value                                .\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                0\n",
+       "     fullname             BOUDRA Zaankidine\n",
+       "     latex                           \\NoRep\n",
+       "     Name: 1550, dtype: object, name                     BOUDRA\n",
+       "     surname              Zaankidine\n",
+       "     value                         .\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         0\n",
+       "     fullname      BOUDRA Zaankidine\n",
+       "     latex                    \\NoRep\n",
+       "     Name: 1551, dtype: object]}],\n",
+       "  'name': 'BOUDRA Zaankidine'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname        HALADI Asna\n",
+       "  competence                 \n",
+       "  Cher                  \\RepT\n",
+       "  Rai                   \\RepT\n",
+       "  Cal                   \\RepD\n",
+       "  Com                   \\RepT,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                              HALADI\n",
+       "     surname                             Asna\n",
+       "     value                                  2\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  2\n",
+       "     fullname                     HALADI Asna\n",
+       "     latex                              \\RepD\n",
+       "     Name: 45, dtype: object, name                               HALADI\n",
+       "     surname                              Asna\n",
+       "     value                                   1\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   1\n",
+       "     fullname                      HALADI Asna\n",
+       "     latex                               \\RepU\n",
+       "     Name: 46, dtype: object, name                                     HALADI\n",
+       "     surname                                    Asna\n",
+       "     value                                         2\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         2\n",
+       "     fullname                            HALADI Asna\n",
+       "     latex                                     \\RepD\n",
+       "     Name: 47, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                   HALADI\n",
+       "     surname                                  Asna\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                          HALADI Asna\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 1167, dtype: object, name                          HALADI\n",
+       "     surname                         Asna\n",
+       "     value                              3\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              3\n",
+       "     fullname                 HALADI Asna\n",
+       "     latex                          \\RepT\n",
+       "     Name: 1168, dtype: object, name                           HALADI\n",
+       "     surname                          Asna\n",
+       "     value                               3\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               3\n",
+       "     fullname                  HALADI Asna\n",
+       "     latex                           \\RepT\n",
+       "     Name: 1169, dtype: object, name                            HALADI\n",
+       "     surname                           Asna\n",
+       "     value                                3\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                3\n",
+       "     fullname                   HALADI Asna\n",
+       "     latex                            \\RepT\n",
+       "     Name: 1170, dtype: object, name                     HALADI\n",
+       "     surname                    Asna\n",
+       "     value                         3\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         3\n",
+       "     fullname            HALADI Asna\n",
+       "     latex                     \\RepT\n",
+       "     Name: 1171, dtype: object]}],\n",
+       "  'name': 'HALADI Asna'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname    HALIDI Soibrata\n",
+       "  competence                 \n",
+       "  Cher                  \\RepD\n",
+       "  Rai                   \\RepZ\n",
+       "  Cal                   \\RepU\n",
+       "  Com                   \\RepD,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                              HALIDI\n",
+       "     surname                         Soibrata\n",
+       "     value                                  0\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  0\n",
+       "     fullname                 HALIDI Soibrata\n",
+       "     latex                              \\RepZ\n",
+       "     Name: 48, dtype: object, name                               HALIDI\n",
+       "     surname                          Soibrata\n",
+       "     value                                   1\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   1\n",
+       "     fullname                  HALIDI Soibrata\n",
+       "     latex                               \\RepU\n",
+       "     Name: 49, dtype: object, name                                     HALIDI\n",
+       "     surname                                Soibrata\n",
+       "     value                                         .\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                        HALIDI Soibrata\n",
+       "     latex                                    \\NoRep\n",
+       "     Name: 50, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                   HALIDI\n",
+       "     surname                              Soibrata\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                      HALIDI Soibrata\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 1952, dtype: object, name                          HALIDI\n",
+       "     surname                     Soibrata\n",
+       "     value                              1\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              1\n",
+       "     fullname             HALIDI Soibrata\n",
+       "     latex                          \\RepU\n",
+       "     Name: 1953, dtype: object, name                           HALIDI\n",
+       "     surname                      Soibrata\n",
+       "     value                               0\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               0\n",
+       "     fullname              HALIDI Soibrata\n",
+       "     latex                           \\RepZ\n",
+       "     Name: 1954, dtype: object, name                            HALIDI\n",
+       "     surname                       Soibrata\n",
+       "     value                                1\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                1\n",
+       "     fullname               HALIDI Soibrata\n",
+       "     latex                            \\RepU\n",
+       "     Name: 1955, dtype: object, name                     HALIDI\n",
+       "     surname                Soibrata\n",
+       "     value                         2\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         2\n",
+       "     fullname        HALIDI Soibrata\n",
+       "     latex                     \\RepD\n",
+       "     Name: 1956, dtype: object]}],\n",
+       "  'name': 'HALIDI Soibrata'},\n",
+       " {'competences':              Moyenne discrète\n",
+       "                          score\n",
+       "  fullname   HAMEDALY Doulkifly\n",
+       "  competence                   \n",
+       "  Cher                    \\RepZ\n",
+       "  Rai                     \\RepU\n",
+       "  Cal                     \\RepU\n",
+       "  Com                     \\RepU,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                            HAMEDALY\n",
+       "     surname                        Doulkifly\n",
+       "     value                                  0\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  0\n",
+       "     fullname              HAMEDALY Doulkifly\n",
+       "     latex                              \\RepZ\n",
+       "     Name: 51, dtype: object, name                             HAMEDALY\n",
+       "     surname                         Doulkifly\n",
+       "     value                                   0\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   0\n",
+       "     fullname               HAMEDALY Doulkifly\n",
+       "     latex                               \\RepZ\n",
+       "     Name: 52, dtype: object, name                                   HAMEDALY\n",
+       "     surname                               Doulkifly\n",
+       "     value                                         0\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                     HAMEDALY Doulkifly\n",
+       "     latex                                     \\RepZ\n",
+       "     Name: 53, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                 HAMEDALY\n",
+       "     surname                             Doulkifly\n",
+       "     value                                       0\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       0\n",
+       "     fullname                   HAMEDALY Doulkifly\n",
+       "     latex                                   \\RepZ\n",
+       "     Name: 2477, dtype: object, name                        HAMEDALY\n",
+       "     surname                    Doulkifly\n",
+       "     value                              1\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              1\n",
+       "     fullname          HAMEDALY Doulkifly\n",
+       "     latex                          \\RepU\n",
+       "     Name: 2478, dtype: object, name                         HAMEDALY\n",
+       "     surname                     Doulkifly\n",
+       "     value                               1\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               1\n",
+       "     fullname           HAMEDALY Doulkifly\n",
+       "     latex                           \\RepU\n",
+       "     Name: 2479, dtype: object, name                          HAMEDALY\n",
+       "     surname                      Doulkifly\n",
+       "     value                                2\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                2\n",
+       "     fullname            HAMEDALY Doulkifly\n",
+       "     latex                            \\RepD\n",
+       "     Name: 2480, dtype: object, name                    HAMEDALY\n",
+       "     surname                Doulkifly\n",
+       "     value                          1\n",
+       "     competence                   Com\n",
+       "     question                        \n",
+       "     comment                Rédaction\n",
+       "     exercise         2 - Maladroite!\n",
+       "     eval           DS1 mise en jambe\n",
+       "     score                          1\n",
+       "     fullname      HAMEDALY Doulkifly\n",
+       "     latex                      \\RepU\n",
+       "     Name: 2481, dtype: object]}],\n",
+       "  'name': 'HAMEDALY Doulkifly'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname     IBRAHIM Nassur\n",
+       "  competence                 \n",
+       "  Cher                  \\RepD\n",
+       "  Rai                   \\RepU\n",
+       "  Cal                   \\RepU\n",
+       "  Com                   \\RepU,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                             IBRAHIM\n",
+       "     surname                           Nassur\n",
+       "     value                                  2\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  2\n",
+       "     fullname                  IBRAHIM Nassur\n",
+       "     latex                              \\RepD\n",
+       "     Name: 54, dtype: object, name                              IBRAHIM\n",
+       "     surname                            Nassur\n",
+       "     value                                   2\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   2\n",
+       "     fullname                   IBRAHIM Nassur\n",
+       "     latex                               \\RepD\n",
+       "     Name: 55, dtype: object, name                                    IBRAHIM\n",
+       "     surname                                  Nassur\n",
+       "     value                                         0\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                         IBRAHIM Nassur\n",
+       "     latex                                     \\RepZ\n",
+       "     Name: 56, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                  IBRAHIM\n",
+       "     surname                                Nassur\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                       IBRAHIM Nassur\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 3912, dtype: object, name                         IBRAHIM\n",
+       "     surname                       Nassur\n",
+       "     value                              2\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              2\n",
+       "     fullname              IBRAHIM Nassur\n",
+       "     latex                          \\RepD\n",
+       "     Name: 3913, dtype: object, name                          IBRAHIM\n",
+       "     surname                        Nassur\n",
+       "     value                               1\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               1\n",
+       "     fullname               IBRAHIM Nassur\n",
+       "     latex                           \\RepU\n",
+       "     Name: 3914, dtype: object, name                           IBRAHIM\n",
+       "     surname                         Nassur\n",
+       "     value                                2\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                2\n",
+       "     fullname                IBRAHIM Nassur\n",
+       "     latex                            \\RepD\n",
+       "     Name: 3915, dtype: object, name                    IBRAHIM\n",
+       "     surname                  Nassur\n",
+       "     value                         1\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         1\n",
+       "     fullname         IBRAHIM Nassur\n",
+       "     latex                     \\RepU\n",
+       "     Name: 3916, dtype: object]}],\n",
+       "  'name': 'IBRAHIM Nassur'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname   INOUSSA Anchoura\n",
+       "  competence                 \n",
+       "  Cher                  \\RepD\n",
+       "  Rai                   \\RepD\n",
+       "  Cal                   \\RepU\n",
+       "  Com                   \\RepD,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                             INOUSSA\n",
+       "     surname                         Anchoura\n",
+       "     value                                  3\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  3\n",
+       "     fullname                INOUSSA Anchoura\n",
+       "     latex                              \\RepT\n",
+       "     Name: 57, dtype: object, name                              INOUSSA\n",
+       "     surname                          Anchoura\n",
+       "     value                                   .\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   0\n",
+       "     fullname                 INOUSSA Anchoura\n",
+       "     latex                              \\NoRep\n",
+       "     Name: 58, dtype: object, name                                    INOUSSA\n",
+       "     surname                                Anchoura\n",
+       "     value                                         .\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                       INOUSSA Anchoura\n",
+       "     latex                                    \\NoRep\n",
+       "     Name: 59, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                  INOUSSA\n",
+       "     surname                              Anchoura\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                     INOUSSA Anchoura\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 1057, dtype: object, name                         INOUSSA\n",
+       "     surname                     Anchoura\n",
+       "     value                              1\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              1\n",
+       "     fullname            INOUSSA Anchoura\n",
+       "     latex                          \\RepU\n",
+       "     Name: 1058, dtype: object, name                          INOUSSA\n",
+       "     surname                      Anchoura\n",
+       "     value                               2\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               2\n",
+       "     fullname             INOUSSA Anchoura\n",
+       "     latex                           \\RepD\n",
+       "     Name: 1059, dtype: object, name                           INOUSSA\n",
+       "     surname                       Anchoura\n",
+       "     value                                1\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                1\n",
+       "     fullname              INOUSSA Anchoura\n",
+       "     latex                            \\RepU\n",
+       "     Name: 1060, dtype: object, name                    INOUSSA\n",
+       "     surname                Anchoura\n",
+       "     value                         2\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         2\n",
+       "     fullname       INOUSSA Anchoura\n",
+       "     latex                     \\RepD\n",
+       "     Name: 1061, dtype: object]}],\n",
+       "  'name': 'INOUSSA Anchoura'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname      MOHAMED Nadia\n",
+       "  competence                 \n",
+       "  Cher                  \\RepU\n",
+       "  Rai                   \\RepZ\n",
+       "  Cal                   \\RepZ\n",
+       "  Com                   \\RepZ,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                             MOHAMED\n",
+       "     surname                            Nadia\n",
+       "     value                                  3\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  3\n",
+       "     fullname                   MOHAMED Nadia\n",
+       "     latex                              \\RepT\n",
+       "     Name: 60, dtype: object, name                              MOHAMED\n",
+       "     surname                             Nadia\n",
+       "     value                                   0\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   0\n",
+       "     fullname                    MOHAMED Nadia\n",
+       "     latex                               \\RepZ\n",
+       "     Name: 61, dtype: object, name                                    MOHAMED\n",
+       "     surname                                   Nadia\n",
+       "     value                                         0\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                          MOHAMED Nadia\n",
+       "     latex                                     \\RepZ\n",
+       "     Name: 62, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                  MOHAMED\n",
+       "     surname                                 Nadia\n",
+       "     value                                       .\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       0\n",
+       "     fullname                        MOHAMED Nadia\n",
+       "     latex                                  \\NoRep\n",
+       "     Name: 1712, dtype: object, name                         MOHAMED\n",
+       "     surname                        Nadia\n",
+       "     value                              .\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              0\n",
+       "     fullname               MOHAMED Nadia\n",
+       "     latex                         \\NoRep\n",
+       "     Name: 1713, dtype: object, name                          MOHAMED\n",
+       "     surname                         Nadia\n",
+       "     value                               .\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               0\n",
+       "     fullname                MOHAMED Nadia\n",
+       "     latex                          \\NoRep\n",
+       "     Name: 1714, dtype: object, name                           MOHAMED\n",
+       "     surname                          Nadia\n",
+       "     value                                .\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                0\n",
+       "     fullname                 MOHAMED Nadia\n",
+       "     latex                           \\NoRep\n",
+       "     Name: 1715, dtype: object, name                    MOHAMED\n",
+       "     surname                   Nadia\n",
+       "     value                         .\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         0\n",
+       "     fullname          MOHAMED Nadia\n",
+       "     latex                    \\NoRep\n",
+       "     Name: 1716, dtype: object]}],\n",
+       "  'name': 'MOHAMED Nadia'},\n",
+       " {'competences':             Moyenne discrète\n",
+       "                         score\n",
+       "  fullname   MOUHOUDHOIRE Izak\n",
+       "  competence                  \n",
+       "  Cher                   \\RepU\n",
+       "  Rai                    \\RepZ\n",
+       "  Cal                    \\RepZ\n",
+       "  Com                    \\RepZ,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                        MOUHOUDHOIRE\n",
+       "     surname                             Izak\n",
+       "     value                                  3\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  3\n",
+       "     fullname               MOUHOUDHOIRE Izak\n",
+       "     latex                              \\RepT\n",
+       "     Name: 63, dtype: object, name                         MOUHOUDHOIRE\n",
+       "     surname                              Izak\n",
+       "     value                                   0\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   0\n",
+       "     fullname                MOUHOUDHOIRE Izak\n",
+       "     latex                               \\RepZ\n",
+       "     Name: 64, dtype: object, name                               MOUHOUDHOIRE\n",
+       "     surname                                    Izak\n",
+       "     value                                         0\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                      MOUHOUDHOIRE Izak\n",
+       "     latex                                     \\RepZ\n",
+       "     Name: 65, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                             MOUHOUDHOIRE\n",
+       "     surname                                  Izak\n",
+       "     value                                       0\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       0\n",
+       "     fullname                    MOUHOUDHOIRE Izak\n",
+       "     latex                                   \\RepZ\n",
+       "     Name: 3407, dtype: object, name                    MOUHOUDHOIRE\n",
+       "     surname                         Izak\n",
+       "     value                              .\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              0\n",
+       "     fullname           MOUHOUDHOIRE Izak\n",
+       "     latex                         \\NoRep\n",
+       "     Name: 3408, dtype: object, name                     MOUHOUDHOIRE\n",
+       "     surname                          Izak\n",
+       "     value                               .\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               0\n",
+       "     fullname            MOUHOUDHOIRE Izak\n",
+       "     latex                          \\NoRep\n",
+       "     Name: 3409, dtype: object, name                      MOUHOUDHOIRE\n",
+       "     surname                           Izak\n",
+       "     value                                .\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                0\n",
+       "     fullname             MOUHOUDHOIRE Izak\n",
+       "     latex                           \\NoRep\n",
+       "     Name: 3410, dtype: object, name               MOUHOUDHOIRE\n",
+       "     surname                    Izak\n",
+       "     value                         .\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         0\n",
+       "     fullname      MOUHOUDHOIRE Izak\n",
+       "     latex                    \\NoRep\n",
+       "     Name: 3411, dtype: object]}],\n",
+       "  'name': 'MOUHOUDHOIRE Izak'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname     MOUSSRI Bakari\n",
+       "  competence                 \n",
+       "  Cher                  \\RepD\n",
+       "  Rai                   \\RepU\n",
+       "  Cal                   \\RepZ\n",
+       "  Com                   \\RepU,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                             MOUSSRI\n",
+       "     surname                           Bakari\n",
+       "     value                                  0\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  0\n",
+       "     fullname                  MOUSSRI Bakari\n",
+       "     latex                              \\RepZ\n",
+       "     Name: 66, dtype: object, name                              MOUSSRI\n",
+       "     surname                            Bakari\n",
+       "     value                                   0\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   0\n",
+       "     fullname                   MOUSSRI Bakari\n",
+       "     latex                               \\RepZ\n",
+       "     Name: 67, dtype: object, name                                    MOUSSRI\n",
+       "     surname                                  Bakari\n",
+       "     value                                         .\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                         MOUSSRI Bakari\n",
+       "     latex                                    \\NoRep\n",
+       "     Name: 68, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                  MOUSSRI\n",
+       "     surname                                Bakari\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                       MOUSSRI Bakari\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 1852, dtype: object, name                         MOUSSRI\n",
+       "     surname                       Bakari\n",
+       "     value                              1\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              1\n",
+       "     fullname              MOUSSRI Bakari\n",
+       "     latex                          \\RepU\n",
+       "     Name: 1853, dtype: object, name                          MOUSSRI\n",
+       "     surname                        Bakari\n",
+       "     value                               1\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               1\n",
+       "     fullname               MOUSSRI Bakari\n",
+       "     latex                           \\RepU\n",
+       "     Name: 1854, dtype: object, name                           MOUSSRI\n",
+       "     surname                         Bakari\n",
+       "     value                                1\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                1\n",
+       "     fullname                MOUSSRI Bakari\n",
+       "     latex                            \\RepU\n",
+       "     Name: 1855, dtype: object, name                    MOUSSRI\n",
+       "     surname                  Bakari\n",
+       "     value                         1\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         1\n",
+       "     fullname         MOUSSRI Bakari\n",
+       "     latex                     \\RepU\n",
+       "     Name: 1856, dtype: object]}],\n",
+       "  'name': 'MOUSSRI Bakari'},\n",
+       " {'competences':             Moyenne discrète\n",
+       "                         score\n",
+       "  fullname   SAKOTRA Claudiana\n",
+       "  competence                  \n",
+       "  Cher                   \\RepZ\n",
+       "  Rai                    \\RepZ\n",
+       "  Cal                    \\RepU\n",
+       "  Com                    \\RepU,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                             SAKOTRA\n",
+       "     surname                        Claudiana\n",
+       "     value                                  3\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  3\n",
+       "     fullname               SAKOTRA Claudiana\n",
+       "     latex                              \\RepT\n",
+       "     Name: 69, dtype: object, name                              SAKOTRA\n",
+       "     surname                         Claudiana\n",
+       "     value                                   2\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   2\n",
+       "     fullname                SAKOTRA Claudiana\n",
+       "     latex                               \\RepD\n",
+       "     Name: 70, dtype: object, name                                    SAKOTRA\n",
+       "     surname                               Claudiana\n",
+       "     value                                         1\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         1\n",
+       "     fullname                      SAKOTRA Claudiana\n",
+       "     latex                                     \\RepU\n",
+       "     Name: 71, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                  SAKOTRA\n",
+       "     surname                             Claudiana\n",
+       "     value                                       .\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       0\n",
+       "     fullname                    SAKOTRA Claudiana\n",
+       "     latex                                  \\NoRep\n",
+       "     Name: 1337, dtype: object, name                         SAKOTRA\n",
+       "     surname                    Claudiana\n",
+       "     value                              .\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              0\n",
+       "     fullname           SAKOTRA Claudiana\n",
+       "     latex                         \\NoRep\n",
+       "     Name: 1338, dtype: object, name                          SAKOTRA\n",
+       "     surname                     Claudiana\n",
+       "     value                               .\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               0\n",
+       "     fullname            SAKOTRA Claudiana\n",
+       "     latex                          \\NoRep\n",
+       "     Name: 1339, dtype: object, name                           SAKOTRA\n",
+       "     surname                      Claudiana\n",
+       "     value                                .\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                0\n",
+       "     fullname             SAKOTRA Claudiana\n",
+       "     latex                           \\NoRep\n",
+       "     Name: 1340, dtype: object, name                    SAKOTRA\n",
+       "     surname               Claudiana\n",
+       "     value                         1\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         1\n",
+       "     fullname      SAKOTRA Claudiana\n",
+       "     latex                     \\RepU\n",
+       "     Name: 1341, dtype: object]}],\n",
+       "  'name': 'SAKOTRA Claudiana'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname      SAÏD Fatoumia\n",
+       "  competence                 \n",
+       "  Cher                  \\RepT\n",
+       "  Rai                   \\RepT\n",
+       "  Cal                   \\RepD\n",
+       "  Com                   \\RepD,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                                SAÏD\n",
+       "     surname                         Fatoumia\n",
+       "     value                                  1\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  1\n",
+       "     fullname                   SAÏD Fatoumia\n",
+       "     latex                              \\RepU\n",
+       "     Name: 72, dtype: object, name                                 SAÏD\n",
+       "     surname                          Fatoumia\n",
+       "     value                                   2\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   2\n",
+       "     fullname                    SAÏD Fatoumia\n",
+       "     latex                               \\RepD\n",
+       "     Name: 73, dtype: object, name                                       SAÏD\n",
+       "     surname                                Fatoumia\n",
+       "     value                                         0\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                          SAÏD Fatoumia\n",
+       "     latex                                     \\RepZ\n",
+       "     Name: 74, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                     SAÏD\n",
+       "     surname                              Fatoumia\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                        SAÏD Fatoumia\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 822, dtype: object, name                            SAÏD\n",
+       "     surname                     Fatoumia\n",
+       "     value                              3\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              3\n",
+       "     fullname               SAÏD Fatoumia\n",
+       "     latex                          \\RepT\n",
+       "     Name: 823, dtype: object, name                             SAÏD\n",
+       "     surname                      Fatoumia\n",
+       "     value                               3\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               3\n",
+       "     fullname                SAÏD Fatoumia\n",
+       "     latex                           \\RepT\n",
+       "     Name: 824, dtype: object, name                              SAÏD\n",
+       "     surname                       Fatoumia\n",
+       "     value                                2\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                2\n",
+       "     fullname                 SAÏD Fatoumia\n",
+       "     latex                            \\RepD\n",
+       "     Name: 825, dtype: object, name                       SAÏD\n",
+       "     surname                Fatoumia\n",
+       "     value                         2\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         2\n",
+       "     fullname          SAÏD Fatoumia\n",
+       "     latex                     \\RepD\n",
+       "     Name: 826, dtype: object]}],\n",
+       "  'name': 'SAÏD Fatoumia'},\n",
+       " {'competences':            Moyenne discrète\n",
+       "                        score\n",
+       "  fullname    TOUFAIL Salahou\n",
+       "  competence                 \n",
+       "  Cher                  \\RepD\n",
+       "  Rai                   \\RepT\n",
+       "  Cal                   \\RepU\n",
+       "  Com                   \\RepT,\n",
+       "  'exercises': [{'name': '1 - Prendre la température',\n",
+       "    'questions': [name                             TOUFAIL\n",
+       "     surname                          Salahou\n",
+       "     value                                  2\n",
+       "     competence                          Cher\n",
+       "     question                               1\n",
+       "     comment           Lecture du thermomètre\n",
+       "     exercise      1 - Prendre la température\n",
+       "     eval                   DS1 mise en jambe\n",
+       "     score                                  2\n",
+       "     fullname                 TOUFAIL Salahou\n",
+       "     latex                              \\RepD\n",
+       "     Name: 75, dtype: object, name                              TOUFAIL\n",
+       "     surname                           Salahou\n",
+       "     value                                   1\n",
+       "     competence                            Cal\n",
+       "     question                                2\n",
+       "     comment       Suivre programme de calculs\n",
+       "     exercise       1 - Prendre la température\n",
+       "     eval                    DS1 mise en jambe\n",
+       "     score                                   1\n",
+       "     fullname                  TOUFAIL Salahou\n",
+       "     latex                               \\RepU\n",
+       "     Name: 76, dtype: object, name                                    TOUFAIL\n",
+       "     surname                                 Salahou\n",
+       "     value                                         .\n",
+       "     competence                                  Cal\n",
+       "     question                                    2.c\n",
+       "     comment       Renverser un programme de calculs\n",
+       "     exercise             1 - Prendre la température\n",
+       "     eval                          DS1 mise en jambe\n",
+       "     score                                         0\n",
+       "     fullname                        TOUFAIL Salahou\n",
+       "     latex                                    \\NoRep\n",
+       "     Name: 77, dtype: object]},\n",
+       "   {'name': '2 - Maladroite!',\n",
+       "    'questions': [name                                  TOUFAIL\n",
+       "     surname                               Salahou\n",
+       "     value                                       3\n",
+       "     competence                               Cher\n",
+       "     question                                     \n",
+       "     comment       Lire le tableau et le graphique\n",
+       "     exercise                      2 - Maladroite!\n",
+       "     eval                        DS1 mise en jambe\n",
+       "     score                                       3\n",
+       "     fullname                      TOUFAIL Salahou\n",
+       "     latex                                   \\RepT\n",
+       "     Name: 3947, dtype: object, name                         TOUFAIL\n",
+       "     surname                      Salahou\n",
+       "     value                              3\n",
+       "     competence                      Cher\n",
+       "     question                            \n",
+       "     comment       Décomposer le problème\n",
+       "     exercise             2 - Maladroite!\n",
+       "     eval               DS1 mise en jambe\n",
+       "     score                              3\n",
+       "     fullname             TOUFAIL Salahou\n",
+       "     latex                          \\RepT\n",
+       "     Name: 3948, dtype: object, name                          TOUFAIL\n",
+       "     surname                       Salahou\n",
+       "     value                               3\n",
+       "     competence                        Rai\n",
+       "     question                             \n",
+       "     comment       Manipuler les grandeurs\n",
+       "     exercise              2 - Maladroite!\n",
+       "     eval                DS1 mise en jambe\n",
+       "     score                               3\n",
+       "     fullname              TOUFAIL Salahou\n",
+       "     latex                           \\RepT\n",
+       "     Name: 3949, dtype: object, name                           TOUFAIL\n",
+       "     surname                        Salahou\n",
+       "     value                                3\n",
+       "     competence                         Cal\n",
+       "     question                              \n",
+       "     comment       Mener à bien les calculs\n",
+       "     exercise               2 - Maladroite!\n",
+       "     eval                 DS1 mise en jambe\n",
+       "     score                                3\n",
+       "     fullname               TOUFAIL Salahou\n",
+       "     latex                            \\RepT\n",
+       "     Name: 3950, dtype: object, name                    TOUFAIL\n",
+       "     surname                 Salahou\n",
+       "     value                         3\n",
+       "     competence                  Com\n",
+       "     question                       \n",
+       "     comment               Rédaction\n",
+       "     exercise        2 - Maladroite!\n",
+       "     eval          DS1 mise en jambe\n",
+       "     score                         3\n",
+       "     fullname        TOUFAIL Salahou\n",
+       "     latex                     \\RepT\n",
+       "     Name: 3951, dtype: object]}],\n",
+       "  'name': 'TOUFAIL Salahou'}]"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "stds"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "On balance tout à pytex"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pytex"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "tpl = './tpl_report.tex'\n",
+    "output = '302_DS1.tex'\n",
+    "pytex.feed(tpl, {'students': stds, \"competences\":  COMPETENCES}, output,1)"
+   ]
+  },
+  {
+   "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": "3.6.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/Notes/tpl_report.tex b/Notes/tpl_report.tex
new file mode 100644
index 0000000..37f23e0
--- /dev/null
+++ b/Notes/tpl_report.tex
@@ -0,0 +1,61 @@
+\documentclass[a5paper,12pt]{article}
+\usepackage{myXsim}
+
+
+% Title Page
+%\title{\Var{eval.name}}
+%\tribe{\Var{eval.tribe}}
+%\date{eval.date}
+
+\title{DS1 mise en jambe}
+\tribe{302}
+\date{}
+
+\begin{document}
+
+%- for student in students
+
+\maketitle
+
+{\Large \Var{student['name']}}
+
+\vfill
+
+Réussite aux exercices
+
+\begin{center}
+%- for exercise in student['exercises']
+\begin{tabular}{|c|c|}
+    \hline
+    \multicolumn{2}{|c|}{Exercice \Var{exercise['name']}}\\
+    \hline
+
+%- for question in exercise['questions']
+    \Var{question['question']} \Var{question['comment']}& \Var{question['latex']} \\
+    \hline
+%- endfor
+\end{tabular}
+\vfill
+%- endfor
+\end{center}
+
+Bilan par compétences
+
+\begin{itemize}
+%- for k,v in student['competences'].iterrows()
+    \item  \Var{competences[k]['latex']} \Var{competences[k]['fullname']} : \Var{v[0]}
+%- endfor
+\end{itemize}
+
+
+\vfill
+\pagebreak
+%- endfor
+
+\end{document}
+
+%%% Local Variables: 
+%%% mode: latex
+%%% TeX-master: "master"
+%%% End:
+
diff --git a/tools/style/base.sty b/tools/style/base.sty
index 5b49044..9902182 100755
--- a/tools/style/base.sty
+++ b/tools/style/base.sty
@@ -11,7 +11,7 @@
 \RequirePackage{amsfonts}
 %\RequirePackage{subfig}
 \RequirePackage{graphicx}
-\RequirePackage{color}
+\RequirePackage[table]{xcolor}
 \RequirePackage{gensymb}
 \RequirePackage{ifthen, calc}
 \RequirePackage{tabularx}
diff --git a/tools/style/shortcuts.sty b/tools/style/shortcuts.sty
index ab31c32..12b3bb5 100755
--- a/tools/style/shortcuts.sty
+++ b/tools/style/shortcuts.sty
@@ -91,6 +91,15 @@
     \icon[#1]{book-cover}
 }
 
+% Pour l'évaluation par compétence
+\usepackage{tikzsymbols}
+
+%\newcommand{\RepT}{\color{black!10}\Changey[2][black!70]{0.8}\color{text}}
+\newcommand{\RepT}{\Smiley[2][black!70]}
+\newcommand{\RepD}{\Sey[2][black!40]}
+\newcommand{\RepU}{\Neutrey[2][black!10]}
+\newcommand{\RepZ}{\Sadey[2]}
+\newcommand{\NoRep}{(??)}
 
 % ##########################
 % Tikz shortcuts