partage/nlp_a2019_tp3
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity
nlp_a2019_tp3/Traitement commentaires.ipynb

2037 lines
87 KiB
Text
Raw Normal View History

commit initial
2019-12-16 01:31:38 +00:00
{
"cells": [
{
"cell_type": "code",
"execution_count": 97,
"metadata": {},
"outputs": [],
"source": [
"# Aller chercher les synsets\n",
"# Variantes morphologiques\n",
"# Enlever les noms des autres commenteux\n",
"# Traiter les émoticones"
]
},
{
"cell_type": "code",
"execution_count": 98,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"from nltk.corpus import stopwords\n",
"from nltk.tokenize import TweetTokenizer\n",
"from nltk.parse import CoreNLPParser\n",
"import re\n",
"import pickle\n",
"import emoji"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Tokenisation des commentaires\n",
"\n",
"Utilisation du TweetTokenizer, car il est davantage adapté au contenu des utilisateurs sur les médias sociaux"
]
},
{
"cell_type": "code",
"execution_count": 99,
"metadata": {},
"outputs": [],
"source": [
"# Création de l'objet Tokenizer\n",
"tok = TweetTokenizer(preserve_case=True)"
]
},
{
"cell_type": "code",
"execution_count": 100,
"metadata": {},
"outputs": [],
"source": [
"commentaires_df = pd.read_csv(\"refined_data/commentaires_df.csv\")"
]
},
{
"cell_type": "code",
"execution_count": 101,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Unnamed: 0</th>\n",
" <th>comment_id</th>\n",
" <th>nested_id</th>\n",
" <th>name</th>\n",
" <th>id</th>\n",
" <th>date</th>\n",
" <th>likes</th>\n",
" <th>comment</th>\n",
" <th>media</th>\n",
" <th>post_id</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>1.0</td>\n",
" <td>0</td>\n",
" <td>Ycf Bullit</td>\n",
" <td>ID: 100000615866313</td>\n",
" <td>2019-11-09 14:17:13</td>\n",
" <td>0</td>\n",
" <td>C'est une blague mdr 🤣🤣🤣🤣🤣</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>2.0</td>\n",
" <td>0</td>\n",
" <td>Steph Alcazar</td>\n",
" <td>ID: 100001175077263</td>\n",
" <td>2019-11-09 14:17:34</td>\n",
" <td>0</td>\n",
" <td>La seule question c'est de savoir s'il fera pl...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2</td>\n",
" <td>3.0</td>\n",
" <td>0</td>\n",
" <td>Töm Müstäine</td>\n",
" <td>ID: 1365879404</td>\n",
" <td>2019-11-09 14:17:51</td>\n",
" <td>0</td>\n",
" <td>Romain Debrigode l info du jour qui fait plaise</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>3</td>\n",
" <td>4.0</td>\n",
" <td>0</td>\n",
" <td>Pierre Crouzet</td>\n",
" <td>ID: 100000270292007</td>\n",
" <td>2019-11-09 14:18:06</td>\n",
" <td>0</td>\n",
" <td>Vasanth Toure 😍</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>4</td>\n",
" <td>4.0</td>\n",
" <td>1</td>\n",
" <td>Vasanth Toure</td>\n",
" <td>ID: 100001494607801</td>\n",
" <td>2019-11-09 14:20:57</td>\n",
" <td>0</td>\n",
" <td>Pierre Crouzet Paris n'est pas prêt encore...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>5</td>\n",
" <td>4.0</td>\n",
" <td>2</td>\n",
" <td>Pierre Crouzet</td>\n",
" <td>ID: 100000270292007</td>\n",
" <td>2019-11-09 14:26:37</td>\n",
" <td>0</td>\n",
" <td>Vasanth Toure le prochain c’est Adrien Rabiot</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>6</td>\n",
" <td>5.0</td>\n",
" <td>0</td>\n",
" <td>Stéphane Pirnaci</td>\n",
" <td>ID: 100008541367302</td>\n",
" <td>2019-11-09 14:18:51</td>\n",
" <td>0</td>\n",
" <td>Mdr</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>7</td>\n",
" <td>6.0</td>\n",
" <td>0</td>\n",
" <td>Adil Bennani</td>\n",
" <td>ID: 100006432917292</td>\n",
" <td>2019-11-09 14:19:03</td>\n",
" <td>0</td>\n",
" <td>moi je propose mamadou sissoko</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>8</td>\n",
" <td>7.0</td>\n",
" <td>0</td>\n",
" <td>Hadrien De Cournon</td>\n",
" <td>ID: 1131290552</td>\n",
" <td>2019-11-09 14:19:09</td>\n",
" <td>0</td>\n",
" <td>Louis Prt Corentin Corman Victor Mdv ah ouais?</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>9</td>\n",
" <td>8.0</td>\n",
" <td>0</td>\n",
" <td>Marwa Larose</td>\n",
" <td>ID: 100022577589611</td>\n",
" <td>2019-11-09 14:19:38</td>\n",
" <td>0</td>\n",
" <td>Marier le foot à la mairie est génial</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Unnamed: 0 comment_id nested_id name id \\\n",
"0 0 1.0 0 Ycf Bullit ID: 100000615866313 \n",
"1 1 2.0 0 Steph Alcazar ID: 100001175077263 \n",
"2 2 3.0 0 Töm Müstäine ID: 1365879404 \n",
"3 3 4.0 0 Pierre Crouzet ID: 100000270292007 \n",
"4 4 4.0 1 Vasanth Toure ID: 100001494607801 \n",
"5 5 4.0 2 Pierre Crouzet ID: 100000270292007 \n",
"6 6 5.0 0 Stéphane Pirnaci ID: 100008541367302 \n",
"7 7 6.0 0 Adil Bennani ID: 100006432917292 \n",
"8 8 7.0 0 Hadrien De Cournon ID: 1131290552 \n",
"9 9 8.0 0 Marwa Larose ID: 100022577589611 \n",
"\n",
" date likes \\\n",
"0 2019-11-09 14:17:13 0 \n",
"1 2019-11-09 14:17:34 0 \n",
"2 2019-11-09 14:17:51 0 \n",
"3 2019-11-09 14:18:06 0 \n",
"4 2019-11-09 14:20:57 0 \n",
"5 2019-11-09 14:26:37 0 \n",
"6 2019-11-09 14:18:51 0 \n",
"7 2019-11-09 14:19:03 0 \n",
"8 2019-11-09 14:19:09 0 \n",
"9 2019-11-09 14:19:38 0 \n",
"\n",
" comment media \\\n",
"0 C'est une blague mdr 🤣🤣🤣🤣🤣 FIG \n",
"1 La seule question c'est de savoir s'il fera pl... FIG \n",
"2 Romain Debrigode l info du jour qui fait plaise FIG \n",
"3 Vasanth Toure 😍 FIG \n",
"4 Pierre Crouzet Paris n'est pas prêt encore... FIG \n",
"5 Vasanth Toure le prochain c’est Adrien Rabiot FIG \n",
"6 Mdr FIG \n",
"7 moi je propose mamadou sissoko FIG \n",
"8 Louis Prt Corentin Corman Victor Mdv ah ouais? FIG \n",
"9 Marier le foot à la mairie est génial FIG \n",
"\n",
" post_id \n",
"0 5dc7ac7f359e2-10157143278136339 \n",
"1 5dc7ac7f359e2-10157143278136339 \n",
"2 5dc7ac7f359e2-10157143278136339 \n",
"3 5dc7ac7f359e2-10157143278136339 \n",
"4 5dc7ac7f359e2-10157143278136339 \n",
"5 5dc7ac7f359e2-10157143278136339 \n",
"6 5dc7ac7f359e2-10157143278136339 \n",
"7 5dc7ac7f359e2-10157143278136339 \n",
"8 5dc7ac7f359e2-10157143278136339 \n",
"9 5dc7ac7f359e2-10157143278136339 "
]
},
"execution_count": 101,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"commentaires_df.head(10)"
]
},
{
"cell_type": "code",
"execution_count": 102,
"metadata": {},
"outputs": [],
"source": [
"#suppression de la première colonne qui ne sert à rien\n",
"del commentaires_df['Unnamed: 0']"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Noms des auteurs\n",
"\n",
"Extraction du nom des auteurs pour chaque commentaire et ses sous-commentaires"
]
},
{
"cell_type": "code",
"execution_count": 135,
"metadata": {},
"outputs": [],
"source": [
"names_df = pd.DataFrame(commentaires_df.groupby(['post_id','comment_id'])['name'], columns=['post_comment','list_names'])"
]
},
{
"cell_type": "code",
"execution_count": 136,
"metadata": {},
"outputs": [],
"source": [
"names_df['list_names'] = names_df.apply(lambda x: list(set(x['list_names'])), axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 137,
"metadata": {},
"outputs": [],
"source": [
"names_df['post_id'] = names_df.apply(lambda x: x['post_comment'][0], axis=1)\n",
"names_df['comment_id'] = names_df.apply(lambda x: x['post_comment'][1], axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 138,
"metadata": {},
"outputs": [],
"source": [
"del names_df['post_comment']"
]
},
{
"cell_type": "code",
"execution_count": 139,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>list_names</th>\n",
" <th>post_id</th>\n",
" <th>comment_id</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>[Musta Pha]</td>\n",
" <td>5dc645a8cab5a-2895407083837613</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>[Pierre-Luc Thibaudeau]</td>\n",
" <td>5dc645a8cab5a-2895407083837613</td>\n",
" <td>2.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>[Brandon Fontana]</td>\n",
" <td>5dc645a8cab5a-2895407083837613</td>\n",
" <td>3.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>[Maxime Tremblay]</td>\n",
" <td>5dc645a8cab5a-2895407083837613</td>\n",
" <td>4.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>[Zahir Idir]</td>\n",
" <td>5dc645a8cab5a-2895407083837613</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>[Zahir Idir]</td>\n",
" <td>5dc645a8cab5a-2895407083837613</td>\n",
" <td>6.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>[Mohammed Elmorshedy]</td>\n",
" <td>5dc645a8cab5a-2895407083837613</td>\n",
" <td>7.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>[Ahmed Dades]</td>\n",
" <td>5dc645a8cab5a-2895407083837613</td>\n",
" <td>8.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>[Martin Chevalier]</td>\n",
" <td>5dc645a8cab5a-2895407083837613</td>\n",
" <td>9.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>[Maxime Tremblay, Aliza Attias, Étienne Gagné,...</td>\n",
" <td>5dc645a8cab5a-2895407083837613</td>\n",
" <td>10.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" list_names \\\n",
"0 [Musta Pha] \n",
"1 [Pierre-Luc Thibaudeau] \n",
"2 [Brandon Fontana] \n",
"3 [Maxime Tremblay] \n",
"4 [Zahir Idir] \n",
"5 [Zahir Idir] \n",
"6 [Mohammed Elmorshedy] \n",
"7 [Ahmed Dades] \n",
"8 [Martin Chevalier] \n",
"9 [Maxime Tremblay, Aliza Attias, Étienne Gagné,... \n",
"\n",
" post_id comment_id \n",
"0 5dc645a8cab5a-2895407083837613 1.0 \n",
"1 5dc645a8cab5a-2895407083837613 2.0 \n",
"2 5dc645a8cab5a-2895407083837613 3.0 \n",
"3 5dc645a8cab5a-2895407083837613 4.0 \n",
"4 5dc645a8cab5a-2895407083837613 5.0 \n",
"5 5dc645a8cab5a-2895407083837613 6.0 \n",
"6 5dc645a8cab5a-2895407083837613 7.0 \n",
"7 5dc645a8cab5a-2895407083837613 8.0 \n",
"8 5dc645a8cab5a-2895407083837613 9.0 \n",
"9 5dc645a8cab5a-2895407083837613 10.0 "
]
},
"execution_count": 139,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"names_df.head(10)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Traitement du nom des auteurs dans les textes des commentaires"
]
},
{
"cell_type": "code",
"execution_count": 153,
"metadata": {},
"outputs": [],
"source": [
"commentaires_df_names = commentaires_df.merge(names_df)"
]
},
{
"cell_type": "code",
"execution_count": 161,
"metadata": {},
"outputs": [],
"source": [
"def list_auteurs_referes(comment,names):\n",
" auteurs_referes = []\n",
" try:\n",
" if len(names) > 0:\n",
" for i in range(len(names)):\n",
" if (comment.find(names[i]) >=0):\n",
" auteurs_referes.append(names[i])\n",
" return list(set(auteurs_referes))\n",
" except:\n",
" return auteurs_referes\n",
"\n",
"def remove_names(comment,names):\n",
" try:\n",
" if len(names) > 0:\n",
" for i in range(len(names)):\n",
" comment = comment.replace(names[i],'')\n",
" return comment\n",
" except:\n",
" return comment"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Nettoyage des commentaires et traitement des émoticones"
]
},
{
"cell_type": "code",
"execution_count": 162,
"metadata": {},
"outputs": [],
"source": [
"commentaires_df_names['auteurs_referes'] = commentaires_df_names.apply(lambda x: str(list_auteurs_referes(x['comment'],x['list_names'])), axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 163,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0 []\n",
"1 []\n",
"2 []\n",
"3 ['Vasanth Toure']\n",
"4 ['Pierre Crouzet']\n",
"5 ['Vasanth Toure']\n",
"6 []\n",
"7 []\n",
"8 []\n",
"9 []\n",
"10 []\n",
"11 []\n",
"12 []\n",
"13 []\n",
"14 []\n",
"15 []\n",
"16 []\n",
"17 []\n",
"18 ['Pierre Trichet']\n",
"19 []\n",
"20 []\n",
"21 []\n",
"22 ['Yann Gilles']\n",
"23 []\n",
"24 []\n",
"25 ['Yann Gilles']\n",
"26 ['Gen Lys']\n",
"27 []\n",
"28 ['Jackie Petit']\n",
"29 []\n",
" ... \n",
"37884 []\n",
"37885 []\n",
"37886 []\n",
"37887 ['Luc Pellerin']\n",
"37888 []\n",
"37889 []\n",
"37890 []\n",
"37891 []\n",
"37892 []\n",
"37893 []\n",
"37894 []\n",
"37895 []\n",
"37896 []\n",
"37897 []\n",
"37898 []\n",
"37899 []\n",
"37900 []\n",
"37901 []\n",
"37902 []\n",
"37903 []\n",
"37904 []\n",
"37905 []\n",
"37906 []\n",
"37907 []\n",
"37908 []\n",
"37909 []\n",
"37910 []\n",
"37911 []\n",
"37912 []\n",
"37913 []\n",
"Name: auteurs_referes, Length: 37914, dtype: object"
]
},
"execution_count": 163,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"commentaires_df_names['auteurs_referes']"
]
},
{
"cell_type": "code",
"execution_count": 164,
"metadata": {},
"outputs": [],
"source": [
"commentaires_df_names['comment_clean'] = commentaires_df_names.apply(lambda x: str(remove_names(x['comment'],x['list_names'])), axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 165,
"metadata": {},
"outputs": [],
"source": [
"commentaires_df_names['comment_clean_tok'] = commentaires_df_names.apply(lambda x: tok.tokenize(x['comment_clean']), axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 166,
"metadata": {},
"outputs": [],
"source": [
"commentaires_df_names['comment_tok_demojize'] = commentaires_df_names.apply(lambda x: [emoji.demojize(token) for token in x['comment_clean_tok']], axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 167,
"metadata": {},
"outputs": [],
"source": [
"del commentaires_df_names['comment_clean']\n",
"del commentaires_df_names['comment_clean_tok']"
]
},
{
"cell_type": "code",
"execution_count": 168,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>comment_id</th>\n",
" <th>nested_id</th>\n",
" <th>name</th>\n",
" <th>id</th>\n",
" <th>date</th>\n",
" <th>likes</th>\n",
" <th>comment</th>\n",
" <th>media</th>\n",
" <th>post_id</th>\n",
" <th>list_names</th>\n",
" <th>auteurs_referes</th>\n",
" <th>comment_tok_demojize</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1.0</td>\n",
" <td>0</td>\n",
" <td>Ycf Bullit</td>\n",
" <td>ID: 100000615866313</td>\n",
" <td>2019-11-09 14:17:13</td>\n",
" <td>0</td>\n",
" <td>C'est une blague mdr 🤣🤣🤣🤣🤣</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Ycf Bullit]</td>\n",
" <td>[]</td>\n",
" <td>[C'est, une, blague, mdr, :rolling_on_the_floo...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2.0</td>\n",
" <td>0</td>\n",
" <td>Steph Alcazar</td>\n",
" <td>ID: 100001175077263</td>\n",
" <td>2019-11-09 14:17:34</td>\n",
" <td>0</td>\n",
" <td>La seule question c'est de savoir s'il fera pl...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Steph Alcazar]</td>\n",
" <td>[]</td>\n",
" <td>[La, seule, question, c'est, de, savoir, s'il,...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3.0</td>\n",
" <td>0</td>\n",
" <td>Töm Müstäine</td>\n",
" <td>ID: 1365879404</td>\n",
" <td>2019-11-09 14:17:51</td>\n",
" <td>0</td>\n",
" <td>Romain Debrigode l info du jour qui fait plaise</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Töm Müstäine]</td>\n",
" <td>[]</td>\n",
" <td>[Romain, Debrigode, l, info, du, jour, qui, fa...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4.0</td>\n",
" <td>0</td>\n",
" <td>Pierre Crouzet</td>\n",
" <td>ID: 100000270292007</td>\n",
" <td>2019-11-09 14:18:06</td>\n",
" <td>0</td>\n",
" <td>Vasanth Toure 😍</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Vasanth Toure, Pierre Crouzet]</td>\n",
" <td>['Vasanth Toure']</td>\n",
" <td>[:smiling_face_with_heart-eyes:]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>4.0</td>\n",
" <td>1</td>\n",
" <td>Vasanth Toure</td>\n",
" <td>ID: 100001494607801</td>\n",
" <td>2019-11-09 14:20:57</td>\n",
" <td>0</td>\n",
" <td>Pierre Crouzet Paris n'est pas prêt encore...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Vasanth Toure, Pierre Crouzet]</td>\n",
" <td>['Pierre Crouzet']</td>\n",
" <td>[Paris, n'est, pas, prêt, encore, ...]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>4.0</td>\n",
" <td>2</td>\n",
" <td>Pierre Crouzet</td>\n",
" <td>ID: 100000270292007</td>\n",
" <td>2019-11-09 14:26:37</td>\n",
" <td>0</td>\n",
" <td>Vasanth Toure le prochain c’est Adrien Rabiot</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Vasanth Toure, Pierre Crouzet]</td>\n",
" <td>['Vasanth Toure']</td>\n",
" <td>[le, prochain, c, ’, est, Adrien, Rabiot]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>5.0</td>\n",
" <td>0</td>\n",
" <td>Stéphane Pirnaci</td>\n",
" <td>ID: 100008541367302</td>\n",
" <td>2019-11-09 14:18:51</td>\n",
" <td>0</td>\n",
" <td>Mdr</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Stéphane Pirnaci]</td>\n",
" <td>[]</td>\n",
" <td>[Mdr]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>6.0</td>\n",
" <td>0</td>\n",
" <td>Adil Bennani</td>\n",
" <td>ID: 100006432917292</td>\n",
" <td>2019-11-09 14:19:03</td>\n",
" <td>0</td>\n",
" <td>moi je propose mamadou sissoko</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Adil Bennani]</td>\n",
" <td>[]</td>\n",
" <td>[moi, je, propose, mamadou, sissoko]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>7.0</td>\n",
" <td>0</td>\n",
" <td>Hadrien De Cournon</td>\n",
" <td>ID: 1131290552</td>\n",
" <td>2019-11-09 14:19:09</td>\n",
" <td>0</td>\n",
" <td>Louis Prt Corentin Corman Victor Mdv ah ouais?</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Hadrien De Cournon]</td>\n",
" <td>[]</td>\n",
" <td>[Louis, Prt, Corentin, Corman, Victor, Mdv, ah...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>8.0</td>\n",
" <td>0</td>\n",
" <td>Marwa Larose</td>\n",
" <td>ID: 100022577589611</td>\n",
" <td>2019-11-09 14:19:38</td>\n",
" <td>0</td>\n",
" <td>Marier le foot à la mairie est génial</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Marwa Larose]</td>\n",
" <td>[]</td>\n",
" <td>[Marier, le, foot, à, la, mairie, est, génial]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>9.0</td>\n",
" <td>0</td>\n",
" <td>Luca Spada</td>\n",
" <td>ID: 100002437345150</td>\n",
" <td>2019-11-09 14:19:52</td>\n",
" <td>0</td>\n",
" <td>Benoît Zivanovic</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Luca Spada]</td>\n",
" <td>[]</td>\n",
" <td>[Benoît, Zivanovic]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>10.0</td>\n",
" <td>0</td>\n",
" <td>Louis Rey</td>\n",
" <td>ID: 1152804021</td>\n",
" <td>2019-11-09 14:20:00</td>\n",
" <td>0</td>\n",
" <td>Eugénie Rey avec Simonet !!!</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Louis Rey]</td>\n",
" <td>[]</td>\n",
" <td>[Eugénie, Rey, avec, Simonet, !, !, !]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>11.0</td>\n",
" <td>0</td>\n",
" <td>Mariam Aurelie Koné</td>\n",
" <td>ID: 100001068795352</td>\n",
" <td>2019-11-09 14:20:02</td>\n",
" <td>0</td>\n",
" <td>Moi aussi je candidate ras le bol la place est...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Mariam Aurelie Koné]</td>\n",
" <td>[]</td>\n",
" <td>[Moi, aussi, je, candidate, ras, le, bol, la, ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>12.0</td>\n",
" <td>0</td>\n",
" <td>Cedric Cmn</td>\n",
" <td>ID: 100036764737328</td>\n",
" <td>2019-11-09 14:20:14</td>\n",
" <td>5</td>\n",
" <td>Ah bah vu qu’il a déclaré y’a pas longtemps qu...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Cedric Cmn]</td>\n",
" <td>[]</td>\n",
" <td>[Ah, bah, vu, qu, ’, il, a, déclaré, y, ’, a, ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>13.0</td>\n",
" <td>0</td>\n",
" <td>Olivia Fuentes</td>\n",
" <td>ID: 1344277880</td>\n",
" <td>2019-11-09 14:21:08</td>\n",
" <td>0</td>\n",
" <td>Catheline Lr Victoire Bailly Hannah Jenn ce me...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Olivia Fuentes]</td>\n",
" <td>[]</td>\n",
" <td>[Catheline, Lr, Victoire, Bailly, Hannah, Jenn...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>14.0</td>\n",
" <td>0</td>\n",
" <td>Marie Madeleine</td>\n",
" <td>ID: 100011469022790</td>\n",
" <td>2019-11-09 14:21:15</td>\n",
" <td>1</td>\n",
" <td>🤮🤮👎👎</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Marie Madeleine]</td>\n",
" <td>[]</td>\n",
" <td>[:face_vomiting:, :face_vomiting:, :thumbs_dow...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>15.0</td>\n",
" <td>0</td>\n",
" <td>Yohann Lévêque</td>\n",
" <td>ID: 1239055989</td>\n",
" <td>2019-11-09 14:21:27</td>\n",
" <td>2</td>\n",
" <td>CharlesDuquesne, il a pris trop de ballon sur ...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Yohann Lévêque]</td>\n",
" <td>[]</td>\n",
" <td>[CharlesDuquesne, ,, il, a, pris, trop, de, ba...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>16.0</td>\n",
" <td>0</td>\n",
" <td>Pierre Trichet</td>\n",
" <td>ID: 1324601288</td>\n",
" <td>2019-11-09 14:21:50</td>\n",
" <td>1</td>\n",
" <td>Martin tu sais pour qui tu vas voter ?</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Martin Trichet, Pierre Trichet]</td>\n",
" <td>[]</td>\n",
" <td>[Martin, tu, sais, pour, qui, tu, vas, voter, ?]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>16.0</td>\n",
" <td>1</td>\n",
" <td>Martin Trichet</td>\n",
" <td>ID: 1210154685</td>\n",
" <td>2019-11-09 14:33:19</td>\n",
" <td>0</td>\n",
" <td>Pierre Trichet j'avais déjà vu, mon bulletin e...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Martin Trichet, Pierre Trichet]</td>\n",
" <td>['Pierre Trichet']</td>\n",
" <td>[j'avais, déjà, vu, ,, mon, bulletin, est, prê...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>17.0</td>\n",
" <td>0</td>\n",
" <td>Moumou Soussi</td>\n",
" <td>ID: 1607839864</td>\n",
" <td>2019-11-09 14:22:04</td>\n",
" <td>0</td>\n",
" <td>Il va jouer le loto avec l'argent de la mairi...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Moumou Soussi]</td>\n",
" <td>[]</td>\n",
" <td>[Il, va, jouer, le, loto, avec, l'argent, de, ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>18.0</td>\n",
" <td>0</td>\n",
" <td>Alexandre Khadir</td>\n",
" <td>ID: 1269044664</td>\n",
" <td>2019-11-09 14:22:17</td>\n",
" <td>28</td>\n",
" <td>En espérant qu’il fasse une meilleure carrière 🤣</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...</td>\n",
" <td>[]</td>\n",
" <td>[En, espérant, qu, ’, il, fasse, une, meilleur...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>18.0</td>\n",
" <td>1</td>\n",
" <td>Yann Gilles</td>\n",
" <td>ID: 100004091590140</td>\n",
" <td>2019-11-09 14:38:14</td>\n",
" <td>8</td>\n",
" <td>En clubChampion de France en 2003 et en 2004 a...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...</td>\n",
" <td>[]</td>\n",
" <td>[En, clubChampion, de, France, en, 2003, et, e...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>18.0</td>\n",
" <td>2</td>\n",
" <td>Claudine Laurent Girard</td>\n",
" <td>ID: 1211436111</td>\n",
" <td>2019-11-09 14:46:02</td>\n",
" <td>2</td>\n",
" <td>Yann Gilles C'est pas pour ça qu'il seras un b...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...</td>\n",
" <td>['Yann Gilles']</td>\n",
" <td>[C'est, pas, pour, ça, qu'il, seras, un, bon, ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>18.0</td>\n",
" <td>3</td>\n",
" <td>Gen Lys</td>\n",
" <td>ID: 100009846583553</td>\n",
" <td>2019-11-09 14:49:20</td>\n",
" <td>0</td>\n",
" <td>Mais où sont les compètences d'un footballeur....</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...</td>\n",
" <td>[]</td>\n",
" <td>[Mais, où, sont, les, compètences, d'un, footb...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>18.0</td>\n",
" <td>4</td>\n",
" <td>Sylviane Vaudevire</td>\n",
" <td>ID: 100000908768141</td>\n",
" <td>2019-11-09 14:49:28</td>\n",
" <td>1</td>\n",
" <td>son palmarès n'a rien à voir avec les qualités...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...</td>\n",
" <td>[]</td>\n",
" <td>[son, palmarès, n'a, rien, à, voir, avec, les,...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>18.0</td>\n",
" <td>5</td>\n",
" <td>Rosette Delion</td>\n",
" <td>ID: 100011283737777</td>\n",
" <td>2019-11-09 14:54:13</td>\n",
" <td>1</td>\n",
" <td>Yann Gilles C'est vrai que comme cireur de ban...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...</td>\n",
" <td>['Yann Gilles']</td>\n",
" <td>[C'est, vrai, que, comme, cireur, de, bancs, i...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>18.0</td>\n",
" <td>6</td>\n",
" <td>Jackie Petit</td>\n",
" <td>ID: 100000235001486</td>\n",
" <td>2019-11-09 15:12:01</td>\n",
" <td>0</td>\n",
" <td>Gen Lys c' est un type extraordinaire... lisez...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...</td>\n",
" <td>['Gen Lys']</td>\n",
" <td>[c, ', est, un, type, extraordinaire, ..., lis...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>18.0</td>\n",
" <td>7</td>\n",
" <td>Alexandre Khadir</td>\n",
" <td>ID: 1269044664</td>\n",
" <td>2019-11-09 15:21:45</td>\n",
" <td>1</td>\n",
" <td>Jacques Poulain d’accord Jacques 🙂 mais je me ...</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...</td>\n",
" <td>[]</td>\n",
" <td>[Jacques, Poulain, d, ’, accord, Jacques, :sli...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>18.0</td>\n",
" <td>8</td>\n",
" <td>Gerard Brunet</td>\n",
" <td>ID: 100022136507326</td>\n",
" <td>2019-11-09 15:29:26</td>\n",
" <td>0</td>\n",
" <td>Jackie Petit 😂😂😂😂😂😂😂😂😂</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...</td>\n",
" <td>['Jackie Petit']</td>\n",
" <td>[:face_with_tears_of_joy:, :face_with_tears_of...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>18.0</td>\n",
" <td>9</td>\n",
" <td>Gerard Brunet</td>\n",
" <td>ID: 100022136507326</td>\n",
" <td>2019-11-09 15:29:49</td>\n",
" <td>0</td>\n",
" <td>Jacques Poulain 😂😂😂😂😂😂😂😂😂😂</td>\n",
" <td>FIG</td>\n",
" <td>5dc7ac7f359e2-10157143278136339</td>\n",
" <td>[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...</td>\n",
" <td>[]</td>\n",
" <td>[Jacques, Poulain, :face_with_tears_of_joy:, :...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37884</th>\n",
" <td>168.0</td>\n",
" <td>0</td>\n",
" <td>Lise Curcuma</td>\n",
" <td>ID: 761829665</td>\n",
" <td>2019-11-09 02:37:20</td>\n",
" <td>1</td>\n",
" <td>Elle adore provoquer ,c'est son trouble d'oppo...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Lise Curcuma]</td>\n",
" <td>[]</td>\n",
" <td>[Elle, adore, provoquer, ,, c'est, son, troubl...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37885</th>\n",
" <td>169.0</td>\n",
" <td>0</td>\n",
" <td>Denis Tremblay</td>\n",
" <td>ID: 100006112808651</td>\n",
" <td>2019-11-09 02:42:51</td>\n",
" <td>0</td>\n",
" <td>Quand on s'accroche à ses années étudiantes......</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Denis Tremblay]</td>\n",
" <td>[]</td>\n",
" <td>[Quand, on, s'accroche, à, ses, années, étudia...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37886</th>\n",
" <td>170.0</td>\n",
" <td>0</td>\n",
" <td>Luc Pellerin</td>\n",
" <td>ID: 1172870365</td>\n",
" <td>2019-11-09 02:50:36</td>\n",
" <td>1</td>\n",
" <td>Dire qu'avant le gros bon sens régnait....faut...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Luc Pellerin, Martin Plourde]</td>\n",
" <td>[]</td>\n",
" <td>[Dire, qu'avant, le, gros, bon, sens, régnait,...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37887</th>\n",
" <td>170.0</td>\n",
" <td>1</td>\n",
" <td>Martin Plourde</td>\n",
" <td>ID: 1021768060</td>\n",
" <td>2019-11-09 03:03:54</td>\n",
" <td>0</td>\n",
" <td>Luc Pellerin faut sauver les apparences qu'ils...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Luc Pellerin, Martin Plourde]</td>\n",
" <td>['Luc Pellerin']</td>\n",
" <td>[faut, sauver, les, apparences, qu'ils, disent...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37888</th>\n",
" <td>171.0</td>\n",
" <td>0</td>\n",
" <td>Philippe Philippe</td>\n",
" <td>ID: 100004395243677</td>\n",
" <td>2019-11-09 02:52:25</td>\n",
" <td>0</td>\n",
" <td>Au lieu de décrire ce qui est acceptable....il...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Philippe Philippe]</td>\n",
" <td>[]</td>\n",
" <td>[Au, lieu, de, décrire, ce, qui, est, acceptab...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37889</th>\n",
" <td>172.0</td>\n",
" <td>0</td>\n",
" <td>Monique C. Levasseur</td>\n",
" <td>ID: 100001509706168</td>\n",
" <td>2019-11-09 02:53:16</td>\n",
" <td>0</td>\n",
" <td>Toujours pour ce faire remarquer et parler d’e...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Monique C. Levasseur]</td>\n",
" <td>[]</td>\n",
" <td>[Toujours, pour, ce, faire, remarquer, et, par...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37890</th>\n",
" <td>173.0</td>\n",
" <td>0</td>\n",
" <td>Loulou Boudreault-ethier</td>\n",
" <td>ID: 100007736719364</td>\n",
" <td>2019-11-09 02:53:44</td>\n",
" <td>0</td>\n",
" <td>Je crois plutôt que l'habit cravate donne u...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Loulou Boudreault-ethier]</td>\n",
" <td>[]</td>\n",
" <td>[Je, crois, plutôt, que, l'habit, cravate, don...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37891</th>\n",
" <td>174.0</td>\n",
" <td>0</td>\n",
" <td>Johanne Richard</td>\n",
" <td>ID: 100004469314900</td>\n",
" <td>2019-11-09 02:55:56</td>\n",
" <td>0</td>\n",
" <td>Malheureusement avoir de la classe n’est pas d...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Johanne Richard]</td>\n",
" <td>[]</td>\n",
" <td>[Malheureusement, avoir, de, la, classe, n, ’,...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37892</th>\n",
" <td>175.0</td>\n",
" <td>0</td>\n",
" <td>Lynda Hébert</td>\n",
" <td>ID: 100003238117443</td>\n",
" <td>2019-11-09 03:00:06</td>\n",
" <td>0</td>\n",
" <td>Ce n'est pas l'étiquette vestimentaire qui ani...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Lynda Hébert]</td>\n",
" <td>[]</td>\n",
" <td>[Ce, n'est, pas, l'étiquette, vestimentaire, q...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37893</th>\n",
" <td>176.0</td>\n",
" <td>0</td>\n",
" <td>Gaston Pelletier</td>\n",
" <td>ID: 100017020566209</td>\n",
" <td>2019-11-09 03:00:08</td>\n",
" <td>0</td>\n",
" <td>123 soldats marchent. 122 au pas et c’est la 1...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Gaston Pelletier]</td>\n",
" <td>[]</td>\n",
" <td>[123, soldats, marchent, ., 122, au, pas, et, ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37894</th>\n",
" <td>177.0</td>\n",
" <td>0</td>\n",
" <td>Norm Gilbert</td>\n",
" <td>ID: 728106118</td>\n",
" <td>2019-11-09 03:01:01</td>\n",
" <td>0</td>\n",
" <td>Au Québec on parle vraiment des vrais dossiers...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Norm Gilbert]</td>\n",
" <td>[]</td>\n",
" <td>[Au, Québec, on, parle, vraiment, des, vrais, ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37895</th>\n",
" <td>178.0</td>\n",
" <td>0</td>\n",
" <td>France Martel Patrie</td>\n",
" <td>ID: 100000845224363</td>\n",
" <td>2019-11-09 03:01:22</td>\n",
" <td>0</td>\n",
" <td>La je peut dire que ta raison</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[France Martel Patrie]</td>\n",
" <td>[]</td>\n",
" <td>[La, je, peut, dire, que, ta, raison]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37896</th>\n",
" <td>179.0</td>\n",
" <td>0</td>\n",
" <td>Susan Rooke</td>\n",
" <td>ID: 100007347765564</td>\n",
" <td>2019-11-09 03:08:30</td>\n",
" <td>0</td>\n",
" <td>Elle m’énerve cette femme qui manque grandemen...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Susan Rooke]</td>\n",
" <td>[]</td>\n",
" <td>[Elle, m, ’, énerve, cette, femme, qui, manque...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37897</th>\n",
" <td>180.0</td>\n",
" <td>0</td>\n",
" <td>Francois Berube</td>\n",
" <td>ID: 100003689235378</td>\n",
" <td>2019-11-09 03:09:06</td>\n",
" <td>0</td>\n",
" <td>On doit choisir nos députés pour ce qu'il on d...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Francois Berube]</td>\n",
" <td>[]</td>\n",
" <td>[On, doit, choisir, nos, députés, pour, ce, qu...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37898</th>\n",
" <td>181.0</td>\n",
" <td>0</td>\n",
" <td>Jonathan Brisson</td>\n",
" <td>ID: 512053586</td>\n",
" <td>2019-11-09 03:29:35</td>\n",
" <td>0</td>\n",
" <td>Tse quand le commis chez IGA est mieux habillé...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Jonathan Brisson]</td>\n",
" <td>[]</td>\n",
" <td>[Tse, quand, le, commis, chez, IGA, est, mieux...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37899</th>\n",
" <td>182.0</td>\n",
" <td>0</td>\n",
" <td>Karlos Bell</td>\n",
" <td>ID: 100004635398883</td>\n",
" <td>2019-11-09 03:29:38</td>\n",
" <td>0</td>\n",
" <td>Il y a un minimum d'éthique, elle manque de sa...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Karlos Bell]</td>\n",
" <td>[]</td>\n",
" <td>[Il, y, a, un, minimum, d'éthique, ,, elle, ma...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37900</th>\n",
" <td>183.0</td>\n",
" <td>0</td>\n",
" <td>Yanick Desrosiers</td>\n",
" <td>ID: 100001238092461</td>\n",
" <td>2019-11-09 03:30:08</td>\n",
" <td>0</td>\n",
" <td>Débat inutile! Elle a été élu pour ces idées!</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Yanick Desrosiers]</td>\n",
" <td>[]</td>\n",
" <td>[Débat, inutile, !, Elle, a, été, élu, pour, c...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37901</th>\n",
" <td>184.0</td>\n",
" <td>0</td>\n",
" <td>Marielle Cormier</td>\n",
" <td>ID: 1004783181</td>\n",
" <td>2019-11-09 03:37:22</td>\n",
" <td>0</td>\n",
" <td>Il y a un code vestimentaire à avoir au parlement</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Marielle Cormier]</td>\n",
" <td>[]</td>\n",
" <td>[Il, y, a, un, code, vestimentaire, à, avoir, ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37902</th>\n",
" <td>185.0</td>\n",
" <td>0</td>\n",
" <td>Marie-Claire Dorais</td>\n",
" <td>ID: 100000520996753</td>\n",
" <td>2019-11-09 03:43:08</td>\n",
" <td>0</td>\n",
" <td>je crois qu'il y a des sujets plus intéressant...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Marie-Claire Dorais]</td>\n",
" <td>[]</td>\n",
" <td>[je, crois, qu'il, y, a, des, sujets, plus, in...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37903</th>\n",
" <td>186.0</td>\n",
" <td>0</td>\n",
" <td>Yanvon Dubuc</td>\n",
" <td>ID: 100003913687199</td>\n",
" <td>2019-11-09 03:51:12</td>\n",
" <td>0</td>\n",
" <td>👹👿👺👹👿</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Yanvon Dubuc]</td>\n",
" <td>[]</td>\n",
" <td>[:ogre:, :angry_face_with_horns:, :goblin:, :o...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37904</th>\n",
" <td>187.0</td>\n",
" <td>0</td>\n",
" <td>Ahmed Taalbi</td>\n",
" <td>ID: 100001152970015</td>\n",
" <td>2019-11-09 03:52:11</td>\n",
" <td>0</td>\n",
" <td>Ça lui va très bien en plus!!!</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Ahmed Taalbi]</td>\n",
" <td>[]</td>\n",
" <td>[Ça, lui, va, très, bien, en, plus, !, !, !]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37905</th>\n",
" <td>188.0</td>\n",
" <td>0</td>\n",
" <td>Mathilde Simard</td>\n",
" <td>ID: 100002092816015</td>\n",
" <td>2019-11-09 04:09:16</td>\n",
" <td>0</td>\n",
" <td>Daryann Lacombe👀</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Mathilde Simard]</td>\n",
" <td>[]</td>\n",
" <td>[Daryann, Lacombe, :eyes:]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37906</th>\n",
" <td>189.0</td>\n",
" <td>0</td>\n",
" <td>Max Peterson</td>\n",
" <td>ID: 599073337</td>\n",
" <td>2019-11-09 04:16:23</td>\n",
" <td>0</td>\n",
" <td>son toupet yai tro kour</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Max Peterson]</td>\n",
" <td>[]</td>\n",
" <td>[son, toupet, yai, tro, kour]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37907</th>\n",
" <td>190.0</td>\n",
" <td>0</td>\n",
" <td>Philip Tristram</td>\n",
" <td>ID: 1072129052</td>\n",
" <td>2019-11-09 04:34:45</td>\n",
" <td>0</td>\n",
" <td>Une enfant d'école dans une cours de grand !</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Philip Tristram]</td>\n",
" <td>[]</td>\n",
" <td>[Une, enfant, d'école, dans, une, cours, de, g...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37908</th>\n",
" <td>191.0</td>\n",
" <td>0</td>\n",
" <td>Josée Caron</td>\n",
" <td>ID: 100003269282780</td>\n",
" <td>2019-11-09 04:36:25</td>\n",
" <td>0</td>\n",
" <td>La tempête dans un verre d'eau. Comment attire...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Josée Caron]</td>\n",
" <td>[]</td>\n",
" <td>[La, tempête, dans, un, verre, d'eau, ., Comme...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37909</th>\n",
" <td>192.0</td>\n",
" <td>0</td>\n",
" <td>Etienne Bordeleau</td>\n",
" <td>ID: 522072611</td>\n",
" <td>2019-11-09 04:42:00</td>\n",
" <td>0</td>\n",
" <td>Je perds mon temps à commenter...blablablablab...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Etienne Bordeleau]</td>\n",
" <td>[]</td>\n",
" <td>[Je, perds, mon, temps, à, commenter, ..., bla...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37910</th>\n",
" <td>193.0</td>\n",
" <td>0</td>\n",
" <td>Josée Mathieu</td>\n",
" <td>ID: 1072284556</td>\n",
" <td>2019-11-09 04:42:11</td>\n",
" <td>0</td>\n",
" <td>Bravo, Madame.</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Josée Mathieu]</td>\n",
" <td>[]</td>\n",
" <td>[Bravo, ,, Madame, .]</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37911</th>\n",
" <td>194.0</td>\n",
" <td>0</td>\n",
" <td>Madeleine Blais</td>\n",
" <td>ID: 100000680330060</td>\n",
" <td>2019-11-09 04:47:20</td>\n",
" <td>0</td>\n",
" <td>Quand c’est ton vêtement qui attire l’attentio...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Madeleine Blais]</td>\n",
" <td>[]</td>\n",
" <td>[Quand, c, ’, est, ton, vêtement, qui, attire,...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37912</th>\n",
" <td>195.0</td>\n",
" <td>0</td>\n",
" <td>Geneviève Raymond</td>\n",
" <td>ID: 721568436</td>\n",
" <td>2019-11-09 04:49:13</td>\n",
" <td>0</td>\n",
" <td>Elle pourrait exprimer sa créativité dans ses ...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Geneviève Raymond]</td>\n",
" <td>[]</td>\n",
" <td>[Elle, pourrait, exprimer, sa, créativité, dan...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37913</th>\n",
" <td>196.0</td>\n",
" <td>0</td>\n",
" <td>Madeleine Blais</td>\n",
" <td>ID: 100000680330060</td>\n",
" <td>2019-11-09 04:54:02</td>\n",
" <td>0</td>\n",
" <td>« Ton vêtement parle si fort que je n’entend p...</td>\n",
" <td>RC</td>\n",
" <td>5dc64663dc269-2894961790548809</td>\n",
" <td>[Madeleine Blais]</td>\n",
" <td>[]</td>\n",
" <td>[«, Ton, vêtement, parle, si, fort, que, je, n...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>37914 rows × 12 columns</p>\n",
"</div>"
],
"text/plain": [
" comment_id nested_id name id \\\n",
"0 1.0 0 Ycf Bullit ID: 100000615866313 \n",
"1 2.0 0 Steph Alcazar ID: 100001175077263 \n",
"2 3.0 0 Töm Müstäine ID: 1365879404 \n",
"3 4.0 0 Pierre Crouzet ID: 100000270292007 \n",
"4 4.0 1 Vasanth Toure ID: 100001494607801 \n",
"5 4.0 2 Pierre Crouzet ID: 100000270292007 \n",
"6 5.0 0 Stéphane Pirnaci ID: 100008541367302 \n",
"7 6.0 0 Adil Bennani ID: 100006432917292 \n",
"8 7.0 0 Hadrien De Cournon ID: 1131290552 \n",
"9 8.0 0 Marwa Larose ID: 100022577589611 \n",
"10 9.0 0 Luca Spada ID: 100002437345150 \n",
"11 10.0 0 Louis Rey ID: 1152804021 \n",
"12 11.0 0 Mariam Aurelie Koné ID: 100001068795352 \n",
"13 12.0 0 Cedric Cmn ID: 100036764737328 \n",
"14 13.0 0 Olivia Fuentes ID: 1344277880 \n",
"15 14.0 0 Marie Madeleine ID: 100011469022790 \n",
"16 15.0 0 Yohann Lévêque ID: 1239055989 \n",
"17 16.0 0 Pierre Trichet ID: 1324601288 \n",
"18 16.0 1 Martin Trichet ID: 1210154685 \n",
"19 17.0 0 Moumou Soussi ID: 1607839864 \n",
"20 18.0 0 Alexandre Khadir ID: 1269044664 \n",
"21 18.0 1 Yann Gilles ID: 100004091590140 \n",
"22 18.0 2 Claudine Laurent Girard ID: 1211436111 \n",
"23 18.0 3 Gen Lys ID: 100009846583553 \n",
"24 18.0 4 Sylviane Vaudevire ID: 100000908768141 \n",
"25 18.0 5 Rosette Delion ID: 100011283737777 \n",
"26 18.0 6 Jackie Petit ID: 100000235001486 \n",
"27 18.0 7 Alexandre Khadir ID: 1269044664 \n",
"28 18.0 8 Gerard Brunet ID: 100022136507326 \n",
"29 18.0 9 Gerard Brunet ID: 100022136507326 \n",
"... ... ... ... ... \n",
"37884 168.0 0 Lise Curcuma ID: 761829665 \n",
"37885 169.0 0 Denis Tremblay ID: 100006112808651 \n",
"37886 170.0 0 Luc Pellerin ID: 1172870365 \n",
"37887 170.0 1 Martin Plourde ID: 1021768060 \n",
"37888 171.0 0 Philippe Philippe ID: 100004395243677 \n",
"37889 172.0 0 Monique C. Levasseur ID: 100001509706168 \n",
"37890 173.0 0 Loulou Boudreault-ethier ID: 100007736719364 \n",
"37891 174.0 0 Johanne Richard ID: 100004469314900 \n",
"37892 175.0 0 Lynda Hébert ID: 100003238117443 \n",
"37893 176.0 0 Gaston Pelletier ID: 100017020566209 \n",
"37894 177.0 0 Norm Gilbert ID: 728106118 \n",
"37895 178.0 0 France Martel Patrie ID: 100000845224363 \n",
"37896 179.0 0 Susan Rooke ID: 100007347765564 \n",
"37897 180.0 0 Francois Berube ID: 100003689235378 \n",
"37898 181.0 0 Jonathan Brisson ID: 512053586 \n",
"37899 182.0 0 Karlos Bell ID: 100004635398883 \n",
"37900 183.0 0 Yanick Desrosiers ID: 100001238092461 \n",
"37901 184.0 0 Marielle Cormier ID: 1004783181 \n",
"37902 185.0 0 Marie-Claire Dorais ID: 100000520996753 \n",
"37903 186.0 0 Yanvon Dubuc ID: 100003913687199 \n",
"37904 187.0 0 Ahmed Taalbi ID: 100001152970015 \n",
"37905 188.0 0 Mathilde Simard ID: 100002092816015 \n",
"37906 189.0 0 Max Peterson ID: 599073337 \n",
"37907 190.0 0 Philip Tristram ID: 1072129052 \n",
"37908 191.0 0 Josée Caron ID: 100003269282780 \n",
"37909 192.0 0 Etienne Bordeleau ID: 522072611 \n",
"37910 193.0 0 Josée Mathieu ID: 1072284556 \n",
"37911 194.0 0 Madeleine Blais ID: 100000680330060 \n",
"37912 195.0 0 Geneviève Raymond ID: 721568436 \n",
"37913 196.0 0 Madeleine Blais ID: 100000680330060 \n",
"\n",
" date likes \\\n",
"0 2019-11-09 14:17:13 0 \n",
"1 2019-11-09 14:17:34 0 \n",
"2 2019-11-09 14:17:51 0 \n",
"3 2019-11-09 14:18:06 0 \n",
"4 2019-11-09 14:20:57 0 \n",
"5 2019-11-09 14:26:37 0 \n",
"6 2019-11-09 14:18:51 0 \n",
"7 2019-11-09 14:19:03 0 \n",
"8 2019-11-09 14:19:09 0 \n",
"9 2019-11-09 14:19:38 0 \n",
"10 2019-11-09 14:19:52 0 \n",
"11 2019-11-09 14:20:00 0 \n",
"12 2019-11-09 14:20:02 0 \n",
"13 2019-11-09 14:20:14 5 \n",
"14 2019-11-09 14:21:08 0 \n",
"15 2019-11-09 14:21:15 1 \n",
"16 2019-11-09 14:21:27 2 \n",
"17 2019-11-09 14:21:50 1 \n",
"18 2019-11-09 14:33:19 0 \n",
"19 2019-11-09 14:22:04 0 \n",
"20 2019-11-09 14:22:17 28 \n",
"21 2019-11-09 14:38:14 8 \n",
"22 2019-11-09 14:46:02 2 \n",
"23 2019-11-09 14:49:20 0 \n",
"24 2019-11-09 14:49:28 1 \n",
"25 2019-11-09 14:54:13 1 \n",
"26 2019-11-09 15:12:01 0 \n",
"27 2019-11-09 15:21:45 1 \n",
"28 2019-11-09 15:29:26 0 \n",
"29 2019-11-09 15:29:49 0 \n",
"... ... ... \n",
"37884 2019-11-09 02:37:20 1 \n",
"37885 2019-11-09 02:42:51 0 \n",
"37886 2019-11-09 02:50:36 1 \n",
"37887 2019-11-09 03:03:54 0 \n",
"37888 2019-11-09 02:52:25 0 \n",
"37889 2019-11-09 02:53:16 0 \n",
"37890 2019-11-09 02:53:44 0 \n",
"37891 2019-11-09 02:55:56 0 \n",
"37892 2019-11-09 03:00:06 0 \n",
"37893 2019-11-09 03:00:08 0 \n",
"37894 2019-11-09 03:01:01 0 \n",
"37895 2019-11-09 03:01:22 0 \n",
"37896 2019-11-09 03:08:30 0 \n",
"37897 2019-11-09 03:09:06 0 \n",
"37898 2019-11-09 03:29:35 0 \n",
"37899 2019-11-09 03:29:38 0 \n",
"37900 2019-11-09 03:30:08 0 \n",
"37901 2019-11-09 03:37:22 0 \n",
"37902 2019-11-09 03:43:08 0 \n",
"37903 2019-11-09 03:51:12 0 \n",
"37904 2019-11-09 03:52:11 0 \n",
"37905 2019-11-09 04:09:16 0 \n",
"37906 2019-11-09 04:16:23 0 \n",
"37907 2019-11-09 04:34:45 0 \n",
"37908 2019-11-09 04:36:25 0 \n",
"37909 2019-11-09 04:42:00 0 \n",
"37910 2019-11-09 04:42:11 0 \n",
"37911 2019-11-09 04:47:20 0 \n",
"37912 2019-11-09 04:49:13 0 \n",
"37913 2019-11-09 04:54:02 0 \n",
"\n",
" comment media \\\n",
"0 C'est une blague mdr 🤣🤣🤣🤣🤣 FIG \n",
"1 La seule question c'est de savoir s'il fera pl... FIG \n",
"2 Romain Debrigode l info du jour qui fait plaise FIG \n",
"3 Vasanth Toure 😍 FIG \n",
"4 Pierre Crouzet Paris n'est pas prêt encore... FIG \n",
"5 Vasanth Toure le prochain c’est Adrien Rabiot FIG \n",
"6 Mdr FIG \n",
"7 moi je propose mamadou sissoko FIG \n",
"8 Louis Prt Corentin Corman Victor Mdv ah ouais? FIG \n",
"9 Marier le foot à la mairie est génial FIG \n",
"10 Benoît Zivanovic FIG \n",
"11 Eugénie Rey avec Simonet !!! FIG \n",
"12 Moi aussi je candidate ras le bol la place est... FIG \n",
"13 Ah bah vu qu’il a déclaré y’a pas longtemps qu... FIG \n",
"14 Catheline Lr Victoire Bailly Hannah Jenn ce me... FIG \n",
"15 🤮🤮👎👎 FIG \n",
"16 CharlesDuquesne, il a pris trop de ballon sur ... FIG \n",
"17 Martin tu sais pour qui tu vas voter ? FIG \n",
"18 Pierre Trichet j'avais déjà vu, mon bulletin e... FIG \n",
"19 Il va jouer le loto avec l'argent de la mairi... FIG \n",
"20 En espérant qu’il fasse une meilleure carrière 🤣 FIG \n",
"21 En clubChampion de France en 2003 et en 2004 a... FIG \n",
"22 Yann Gilles C'est pas pour ça qu'il seras un b... FIG \n",
"23 Mais où sont les compètences d'un footballeur.... FIG \n",
"24 son palmarès n'a rien à voir avec les qualités... FIG \n",
"25 Yann Gilles C'est vrai que comme cireur de ban... FIG \n",
"26 Gen Lys c' est un type extraordinaire... lisez... FIG \n",
"27 Jacques Poulain d’accord Jacques 🙂 mais je me ... FIG \n",
"28 Jackie Petit 😂😂😂😂😂😂😂😂😂 FIG \n",
"29 Jacques Poulain 😂😂😂😂😂😂😂😂😂😂 FIG \n",
"... ... ... \n",
"37884 Elle adore provoquer ,c'est son trouble d'oppo... RC \n",
"37885 Quand on s'accroche à ses années étudiantes...... RC \n",
"37886 Dire qu'avant le gros bon sens régnait....faut... RC \n",
"37887 Luc Pellerin faut sauver les apparences qu'ils... RC \n",
"37888 Au lieu de décrire ce qui est acceptable....il... RC \n",
"37889 Toujours pour ce faire remarquer et parler d’e... RC \n",
"37890 Je crois plutôt que l'habit cravate donne u... RC \n",
"37891 Malheureusement avoir de la classe n’est pas d... RC \n",
"37892 Ce n'est pas l'étiquette vestimentaire qui ani... RC \n",
"37893 123 soldats marchent. 122 au pas et c’est la 1... RC \n",
"37894 Au Québec on parle vraiment des vrais dossiers... RC \n",
"37895 La je peut dire que ta raison RC \n",
"37896 Elle m’énerve cette femme qui manque grandemen... RC \n",
"37897 On doit choisir nos députés pour ce qu'il on d... RC \n",
"37898 Tse quand le commis chez IGA est mieux habillé... RC \n",
"37899 Il y a un minimum d'éthique, elle manque de sa... RC \n",
"37900 Débat inutile! Elle a été élu pour ces idées! RC \n",
"37901 Il y a un code vestimentaire à avoir au parlement RC \n",
"37902 je crois qu'il y a des sujets plus intéressant... RC \n",
"37903 👹👿👺👹👿 RC \n",
"37904 Ça lui va très bien en plus!!! RC \n",
"37905 Daryann Lacombe👀 RC \n",
"37906 son toupet yai tro kour RC \n",
"37907 Une enfant d'école dans une cours de grand ! RC \n",
"37908 La tempête dans un verre d'eau. Comment attire... RC \n",
"37909 Je perds mon temps à commenter...blablablablab... RC \n",
"37910 Bravo, Madame. RC \n",
"37911 Quand c’est ton vêtement qui attire l’attentio... RC \n",
"37912 Elle pourrait exprimer sa créativité dans ses ... RC \n",
"37913 « Ton vêtement parle si fort que je n’entend p... RC \n",
"\n",
" post_id \\\n",
"0 5dc7ac7f359e2-10157143278136339 \n",
"1 5dc7ac7f359e2-10157143278136339 \n",
"2 5dc7ac7f359e2-10157143278136339 \n",
"3 5dc7ac7f359e2-10157143278136339 \n",
"4 5dc7ac7f359e2-10157143278136339 \n",
"5 5dc7ac7f359e2-10157143278136339 \n",
"6 5dc7ac7f359e2-10157143278136339 \n",
"7 5dc7ac7f359e2-10157143278136339 \n",
"8 5dc7ac7f359e2-10157143278136339 \n",
"9 5dc7ac7f359e2-10157143278136339 \n",
"10 5dc7ac7f359e2-10157143278136339 \n",
"11 5dc7ac7f359e2-10157143278136339 \n",
"12 5dc7ac7f359e2-10157143278136339 \n",
"13 5dc7ac7f359e2-10157143278136339 \n",
"14 5dc7ac7f359e2-10157143278136339 \n",
"15 5dc7ac7f359e2-10157143278136339 \n",
"16 5dc7ac7f359e2-10157143278136339 \n",
"17 5dc7ac7f359e2-10157143278136339 \n",
"18 5dc7ac7f359e2-10157143278136339 \n",
"19 5dc7ac7f359e2-10157143278136339 \n",
"20 5dc7ac7f359e2-10157143278136339 \n",
"21 5dc7ac7f359e2-10157143278136339 \n",
"22 5dc7ac7f359e2-10157143278136339 \n",
"23 5dc7ac7f359e2-10157143278136339 \n",
"24 5dc7ac7f359e2-10157143278136339 \n",
"25 5dc7ac7f359e2-10157143278136339 \n",
"26 5dc7ac7f359e2-10157143278136339 \n",
"27 5dc7ac7f359e2-10157143278136339 \n",
"28 5dc7ac7f359e2-10157143278136339 \n",
"29 5dc7ac7f359e2-10157143278136339 \n",
"... ... \n",
"37884 5dc64663dc269-2894961790548809 \n",
"37885 5dc64663dc269-2894961790548809 \n",
"37886 5dc64663dc269-2894961790548809 \n",
"37887 5dc64663dc269-2894961790548809 \n",
"37888 5dc64663dc269-2894961790548809 \n",
"37889 5dc64663dc269-2894961790548809 \n",
"37890 5dc64663dc269-2894961790548809 \n",
"37891 5dc64663dc269-2894961790548809 \n",
"37892 5dc64663dc269-2894961790548809 \n",
"37893 5dc64663dc269-2894961790548809 \n",
"37894 5dc64663dc269-2894961790548809 \n",
"37895 5dc64663dc269-2894961790548809 \n",
"37896 5dc64663dc269-2894961790548809 \n",
"37897 5dc64663dc269-2894961790548809 \n",
"37898 5dc64663dc269-2894961790548809 \n",
"37899 5dc64663dc269-2894961790548809 \n",
"37900 5dc64663dc269-2894961790548809 \n",
"37901 5dc64663dc269-2894961790548809 \n",
"37902 5dc64663dc269-2894961790548809 \n",
"37903 5dc64663dc269-2894961790548809 \n",
"37904 5dc64663dc269-2894961790548809 \n",
"37905 5dc64663dc269-2894961790548809 \n",
"37906 5dc64663dc269-2894961790548809 \n",
"37907 5dc64663dc269-2894961790548809 \n",
"37908 5dc64663dc269-2894961790548809 \n",
"37909 5dc64663dc269-2894961790548809 \n",
"37910 5dc64663dc269-2894961790548809 \n",
"37911 5dc64663dc269-2894961790548809 \n",
"37912 5dc64663dc269-2894961790548809 \n",
"37913 5dc64663dc269-2894961790548809 \n",
"\n",
" list_names auteurs_referes \\\n",
"0 [Ycf Bullit] [] \n",
"1 [Steph Alcazar] [] \n",
"2 [Töm Müstäine] [] \n",
"3 [Vasanth Toure, Pierre Crouzet] ['Vasanth Toure'] \n",
"4 [Vasanth Toure, Pierre Crouzet] ['Pierre Crouzet'] \n",
"5 [Vasanth Toure, Pierre Crouzet] ['Vasanth Toure'] \n",
"6 [Stéphane Pirnaci] [] \n",
"7 [Adil Bennani] [] \n",
"8 [Hadrien De Cournon] [] \n",
"9 [Marwa Larose] [] \n",
"10 [Luca Spada] [] \n",
"11 [Louis Rey] [] \n",
"12 [Mariam Aurelie Koné] [] \n",
"13 [Cedric Cmn] [] \n",
"14 [Olivia Fuentes] [] \n",
"15 [Marie Madeleine] [] \n",
"16 [Yohann Lévêque] [] \n",
"17 [Martin Trichet, Pierre Trichet] [] \n",
"18 [Martin Trichet, Pierre Trichet] ['Pierre Trichet'] \n",
"19 [Moumou Soussi] [] \n",
"20 [Jean-Marie Robini, Adelaide AF, Gen Lys, Phil... [] \n",
"21 [Jean-Marie Robini, Adelaide AF, Gen Lys, Phil... [] \n",
"22 [Jean-Marie Robini, Adelaide AF, Gen Lys, Phil... ['Yann Gilles'] \n",
"23 [Jean-Marie Robini, Adelaide AF, Gen Lys, Phil... [] \n",
"24 [Jean-Marie Robini, Adelaide AF, Gen Lys, Phil... [] \n",
"25 [Jean-Marie Robini, Adelaide AF, Gen Lys, Phil... ['Yann Gilles'] \n",
"26 [Jean-Marie Robini, Adelaide AF, Gen Lys, Phil... ['Gen Lys'] \n",
"27 [Jean-Marie Robini, Adelaide AF, Gen Lys, Phil... [] \n",
"28 [Jean-Marie Robini, Adelaide AF, Gen Lys, Phil... ['Jackie Petit'] \n",
"29 [Jean-Marie Robini, Adelaide AF, Gen Lys, Phil... [] \n",
"... ... ... \n",
"37884 [Lise Curcuma] [] \n",
"37885 [Denis Tremblay] [] \n",
"37886 [Luc Pellerin, Martin Plourde] [] \n",
"37887 [Luc Pellerin, Martin Plourde] ['Luc Pellerin'] \n",
"37888 [Philippe Philippe] [] \n",
"37889 [Monique C. Levasseur] [] \n",
"37890 [Loulou Boudreault-ethier] [] \n",
"37891 [Johanne Richard] [] \n",
"37892 [Lynda Hébert] [] \n",
"37893 [Gaston Pelletier] [] \n",
"37894 [Norm Gilbert] [] \n",
"37895 [France Martel Patrie] [] \n",
"37896 [Susan Rooke] [] \n",
"37897 [Francois Berube] [] \n",
"37898 [Jonathan Brisson] [] \n",
"37899 [Karlos Bell] [] \n",
"37900 [Yanick Desrosiers] [] \n",
"37901 [Marielle Cormier] [] \n",
"37902 [Marie-Claire Dorais] [] \n",
"37903 [Yanvon Dubuc] [] \n",
"37904 [Ahmed Taalbi] [] \n",
"37905 [Mathilde Simard] [] \n",
"37906 [Max Peterson] [] \n",
"37907 [Philip Tristram] [] \n",
"37908 [Josée Caron] [] \n",
"37909 [Etienne Bordeleau] [] \n",
"37910 [Josée Mathieu] [] \n",
"37911 [Madeleine Blais] [] \n",
"37912 [Geneviève Raymond] [] \n",
"37913 [Madeleine Blais] [] \n",
"\n",
" comment_tok_demojize \n",
"0 [C'est, une, blague, mdr, :rolling_on_the_floo... \n",
"1 [La, seule, question, c'est, de, savoir, s'il,... \n",
"2 [Romain, Debrigode, l, info, du, jour, qui, fa... \n",
"3 [:smiling_face_with_heart-eyes:] \n",
"4 [Paris, n'est, pas, prêt, encore, ...] \n",
"5 [le, prochain, c, ’, est, Adrien, Rabiot] \n",
"6 [Mdr] \n",
"7 [moi, je, propose, mamadou, sissoko] \n",
"8 [Louis, Prt, Corentin, Corman, Victor, Mdv, ah... \n",
"9 [Marier, le, foot, à, la, mairie, est, génial] \n",
"10 [Benoît, Zivanovic] \n",
"11 [Eugénie, Rey, avec, Simonet, !, !, !] \n",
"12 [Moi, aussi, je, candidate, ras, le, bol, la, ... \n",
"13 [Ah, bah, vu, qu, ’, il, a, déclaré, y, ’, a, ... \n",
"14 [Catheline, Lr, Victoire, Bailly, Hannah, Jenn... \n",
"15 [:face_vomiting:, :face_vomiting:, :thumbs_dow... \n",
"16 [CharlesDuquesne, ,, il, a, pris, trop, de, ba... \n",
"17 [Martin, tu, sais, pour, qui, tu, vas, voter, ?] \n",
"18 [j'avais, déjà, vu, ,, mon, bulletin, est, prê... \n",
"19 [Il, va, jouer, le, loto, avec, l'argent, de, ... \n",
"20 [En, espérant, qu, ’, il, fasse, une, meilleur... \n",
"21 [En, clubChampion, de, France, en, 2003, et, e... \n",
"22 [C'est, pas, pour, ça, qu'il, seras, un, bon, ... \n",
"23 [Mais, où, sont, les, compètences, d'un, footb... \n",
"24 [son, palmarès, n'a, rien, à, voir, avec, les,... \n",
"25 [C'est, vrai, que, comme, cireur, de, bancs, i... \n",
"26 [c, ', est, un, type, extraordinaire, ..., lis... \n",
"27 [Jacques, Poulain, d, ’, accord, Jacques, :sli... \n",
"28 [:face_with_tears_of_joy:, :face_with_tears_of... \n",
"29 [Jacques, Poulain, :face_with_tears_of_joy:, :... \n",
"... ... \n",
"37884 [Elle, adore, provoquer, ,, c'est, son, troubl... \n",
"37885 [Quand, on, s'accroche, à, ses, années, étudia... \n",
"37886 [Dire, qu'avant, le, gros, bon, sens, régnait,... \n",
"37887 [faut, sauver, les, apparences, qu'ils, disent... \n",
"37888 [Au, lieu, de, décrire, ce, qui, est, acceptab... \n",
"37889 [Toujours, pour, ce, faire, remarquer, et, par... \n",
"37890 [Je, crois, plutôt, que, l'habit, cravate, don... \n",
"37891 [Malheureusement, avoir, de, la, classe, n, ’,... \n",
"37892 [Ce, n'est, pas, l'étiquette, vestimentaire, q... \n",
"37893 [123, soldats, marchent, ., 122, au, pas, et, ... \n",
"37894 [Au, Québec, on, parle, vraiment, des, vrais, ... \n",
"37895 [La, je, peut, dire, que, ta, raison] \n",
"37896 [Elle, m, ’, énerve, cette, femme, qui, manque... \n",
"37897 [On, doit, choisir, nos, députés, pour, ce, qu... \n",
"37898 [Tse, quand, le, commis, chez, IGA, est, mieux... \n",
"37899 [Il, y, a, un, minimum, d'éthique, ,, elle, ma... \n",
"37900 [Débat, inutile, !, Elle, a, été, élu, pour, c... \n",
"37901 [Il, y, a, un, code, vestimentaire, à, avoir, ... \n",
"37902 [je, crois, qu'il, y, a, des, sujets, plus, in... \n",
"37903 [:ogre:, :angry_face_with_horns:, :goblin:, :o... \n",
"37904 [Ça, lui, va, très, bien, en, plus, !, !, !] \n",
"37905 [Daryann, Lacombe, :eyes:] \n",
"37906 [son, toupet, yai, tro, kour] \n",
"37907 [Une, enfant, d'école, dans, une, cours, de, g... \n",
"37908 [La, tempête, dans, un, verre, d'eau, ., Comme... \n",
"37909 [Je, perds, mon, temps, à, commenter, ..., bla... \n",
"37910 [Bravo, ,, Madame, .] \n",
"37911 [Quand, c, ’, est, ton, vêtement, qui, attire,... \n",
"37912 [Elle, pourrait, exprimer, sa, créativité, dan... \n",
"37913 [«, Ton, vêtement, parle, si, fort, que, je, n... \n",
"\n",
"[37914 rows x 12 columns]"
]
},
"execution_count": 168,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"commentaires_df_names"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"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": "3.7.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
Reference in a new issue Copy permalink