{ "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": [ "
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Unnamed: 0comment_idnested_idnameiddatelikescommentmediapost_id
001.00Ycf BullitID: 1000006158663132019-11-09 14:17:130C'est une blague mdr 🤣🤣🤣🤣🤣FIG5dc7ac7f359e2-10157143278136339
112.00Steph AlcazarID: 1000011750772632019-11-09 14:17:340La seule question c'est de savoir s'il fera pl...FIG5dc7ac7f359e2-10157143278136339
223.00Töm MüstäineID: 13658794042019-11-09 14:17:510Romain Debrigode l info du jour qui fait plaiseFIG5dc7ac7f359e2-10157143278136339
334.00Pierre CrouzetID: 1000002702920072019-11-09 14:18:060Vasanth Toure 😍FIG5dc7ac7f359e2-10157143278136339
444.01Vasanth ToureID: 1000014946078012019-11-09 14:20:570Pierre Crouzet Paris n'est pas prêt encore...FIG5dc7ac7f359e2-10157143278136339
554.02Pierre CrouzetID: 1000002702920072019-11-09 14:26:370Vasanth Toure le prochain c’est Adrien RabiotFIG5dc7ac7f359e2-10157143278136339
665.00Stéphane PirnaciID: 1000085413673022019-11-09 14:18:510MdrFIG5dc7ac7f359e2-10157143278136339
776.00Adil BennaniID: 1000064329172922019-11-09 14:19:030moi je propose mamadou sissokoFIG5dc7ac7f359e2-10157143278136339
887.00Hadrien De CournonID: 11312905522019-11-09 14:19:090Louis Prt Corentin Corman Victor Mdv ah ouais?FIG5dc7ac7f359e2-10157143278136339
998.00Marwa LaroseID: 1000225775896112019-11-09 14:19:380Marier le foot à la mairie est génialFIG5dc7ac7f359e2-10157143278136339
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" ], "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": [ "
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list_namespost_idcomment_id
0[Musta Pha]5dc645a8cab5a-28954070838376131.0
1[Pierre-Luc Thibaudeau]5dc645a8cab5a-28954070838376132.0
2[Brandon Fontana]5dc645a8cab5a-28954070838376133.0
3[Maxime Tremblay]5dc645a8cab5a-28954070838376134.0
4[Zahir Idir]5dc645a8cab5a-28954070838376135.0
5[Zahir Idir]5dc645a8cab5a-28954070838376136.0
6[Mohammed Elmorshedy]5dc645a8cab5a-28954070838376137.0
7[Ahmed Dades]5dc645a8cab5a-28954070838376138.0
8[Martin Chevalier]5dc645a8cab5a-28954070838376139.0
9[Maxime Tremblay, Aliza Attias, Étienne Gagné,...5dc645a8cab5a-289540708383761310.0
\n", "
" ], "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": [ "
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comment_idnested_idnameiddatelikescommentmediapost_idlist_namesauteurs_referescomment_tok_demojize
01.00Ycf BullitID: 1000006158663132019-11-09 14:17:130C'est une blague mdr 🤣🤣🤣🤣🤣FIG5dc7ac7f359e2-10157143278136339[Ycf Bullit][][C'est, une, blague, mdr, :rolling_on_the_floo...
12.00Steph AlcazarID: 1000011750772632019-11-09 14:17:340La seule question c'est de savoir s'il fera pl...FIG5dc7ac7f359e2-10157143278136339[Steph Alcazar][][La, seule, question, c'est, de, savoir, s'il,...
23.00Töm MüstäineID: 13658794042019-11-09 14:17:510Romain Debrigode l info du jour qui fait plaiseFIG5dc7ac7f359e2-10157143278136339[Töm Müstäine][][Romain, Debrigode, l, info, du, jour, qui, fa...
34.00Pierre CrouzetID: 1000002702920072019-11-09 14:18:060Vasanth Toure 😍FIG5dc7ac7f359e2-10157143278136339[Vasanth Toure, Pierre Crouzet]['Vasanth Toure'][:smiling_face_with_heart-eyes:]
44.01Vasanth ToureID: 1000014946078012019-11-09 14:20:570Pierre Crouzet Paris n'est pas prêt encore...FIG5dc7ac7f359e2-10157143278136339[Vasanth Toure, Pierre Crouzet]['Pierre Crouzet'][Paris, n'est, pas, prêt, encore, ...]
54.02Pierre CrouzetID: 1000002702920072019-11-09 14:26:370Vasanth Toure le prochain c’est Adrien RabiotFIG5dc7ac7f359e2-10157143278136339[Vasanth Toure, Pierre Crouzet]['Vasanth Toure'][le, prochain, c, ’, est, Adrien, Rabiot]
65.00Stéphane PirnaciID: 1000085413673022019-11-09 14:18:510MdrFIG5dc7ac7f359e2-10157143278136339[Stéphane Pirnaci][][Mdr]
76.00Adil BennaniID: 1000064329172922019-11-09 14:19:030moi je propose mamadou sissokoFIG5dc7ac7f359e2-10157143278136339[Adil Bennani][][moi, je, propose, mamadou, sissoko]
87.00Hadrien De CournonID: 11312905522019-11-09 14:19:090Louis Prt Corentin Corman Victor Mdv ah ouais?FIG5dc7ac7f359e2-10157143278136339[Hadrien De Cournon][][Louis, Prt, Corentin, Corman, Victor, Mdv, ah...
98.00Marwa LaroseID: 1000225775896112019-11-09 14:19:380Marier le foot à la mairie est génialFIG5dc7ac7f359e2-10157143278136339[Marwa Larose][][Marier, le, foot, à, la, mairie, est, génial]
109.00Luca SpadaID: 1000024373451502019-11-09 14:19:520Benoît ZivanovicFIG5dc7ac7f359e2-10157143278136339[Luca Spada][][Benoît, Zivanovic]
1110.00Louis ReyID: 11528040212019-11-09 14:20:000Eugénie Rey avec Simonet !!!FIG5dc7ac7f359e2-10157143278136339[Louis Rey][][Eugénie, Rey, avec, Simonet, !, !, !]
1211.00Mariam Aurelie KonéID: 1000010687953522019-11-09 14:20:020Moi aussi je candidate ras le bol la place est...FIG5dc7ac7f359e2-10157143278136339[Mariam Aurelie Koné][][Moi, aussi, je, candidate, ras, le, bol, la, ...
1312.00Cedric CmnID: 1000367647373282019-11-09 14:20:145Ah bah vu qu’il a déclaré y’a pas longtemps qu...FIG5dc7ac7f359e2-10157143278136339[Cedric Cmn][][Ah, bah, vu, qu, ’, il, a, déclaré, y, ’, a, ...
1413.00Olivia FuentesID: 13442778802019-11-09 14:21:080Catheline Lr Victoire Bailly Hannah Jenn ce me...FIG5dc7ac7f359e2-10157143278136339[Olivia Fuentes][][Catheline, Lr, Victoire, Bailly, Hannah, Jenn...
1514.00Marie MadeleineID: 1000114690227902019-11-09 14:21:151🤮🤮👎👎FIG5dc7ac7f359e2-10157143278136339[Marie Madeleine][][:face_vomiting:, :face_vomiting:, :thumbs_dow...
1615.00Yohann LévêqueID: 12390559892019-11-09 14:21:272CharlesDuquesne, il a pris trop de ballon sur ...FIG5dc7ac7f359e2-10157143278136339[Yohann Lévêque][][CharlesDuquesne, ,, il, a, pris, trop, de, ba...
1716.00Pierre TrichetID: 13246012882019-11-09 14:21:501Martin tu sais pour qui tu vas voter ?FIG5dc7ac7f359e2-10157143278136339[Martin Trichet, Pierre Trichet][][Martin, tu, sais, pour, qui, tu, vas, voter, ?]
1816.01Martin TrichetID: 12101546852019-11-09 14:33:190Pierre Trichet j'avais déjà vu, mon bulletin e...FIG5dc7ac7f359e2-10157143278136339[Martin Trichet, Pierre Trichet]['Pierre Trichet'][j'avais, déjà, vu, ,, mon, bulletin, est, prê...
1917.00Moumou SoussiID: 16078398642019-11-09 14:22:040Il va jouer le loto avec l'argent de la mairi...FIG5dc7ac7f359e2-10157143278136339[Moumou Soussi][][Il, va, jouer, le, loto, avec, l'argent, de, ...
2018.00Alexandre KhadirID: 12690446642019-11-09 14:22:1728En espérant qu’il fasse une meilleure carrière 🤣FIG5dc7ac7f359e2-10157143278136339[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...[][En, espérant, qu, ’, il, fasse, une, meilleur...
2118.01Yann GillesID: 1000040915901402019-11-09 14:38:148En clubChampion de France en 2003 et en 2004 a...FIG5dc7ac7f359e2-10157143278136339[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...[][En, clubChampion, de, France, en, 2003, et, e...
2218.02Claudine Laurent GirardID: 12114361112019-11-09 14:46:022Yann Gilles C'est pas pour ça qu'il seras un b...FIG5dc7ac7f359e2-10157143278136339[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...['Yann Gilles'][C'est, pas, pour, ça, qu'il, seras, un, bon, ...
2318.03Gen LysID: 1000098465835532019-11-09 14:49:200Mais où sont les compètences d'un footballeur....FIG5dc7ac7f359e2-10157143278136339[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...[][Mais, où, sont, les, compètences, d'un, footb...
2418.04Sylviane VaudevireID: 1000009087681412019-11-09 14:49:281son palmarès n'a rien à voir avec les qualités...FIG5dc7ac7f359e2-10157143278136339[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...[][son, palmarès, n'a, rien, à, voir, avec, les,...
2518.05Rosette DelionID: 1000112837377772019-11-09 14:54:131Yann Gilles C'est vrai que comme cireur de ban...FIG5dc7ac7f359e2-10157143278136339[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...['Yann Gilles'][C'est, vrai, que, comme, cireur, de, bancs, i...
2618.06Jackie PetitID: 1000002350014862019-11-09 15:12:010Gen Lys c' est un type extraordinaire... lisez...FIG5dc7ac7f359e2-10157143278136339[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...['Gen Lys'][c, ', est, un, type, extraordinaire, ..., lis...
2718.07Alexandre KhadirID: 12690446642019-11-09 15:21:451Jacques Poulain d’accord Jacques 🙂 mais je me ...FIG5dc7ac7f359e2-10157143278136339[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...[][Jacques, Poulain, d, ’, accord, Jacques, :sli...
2818.08Gerard BrunetID: 1000221365073262019-11-09 15:29:260Jackie Petit 😂😂😂😂😂😂😂😂😂FIG5dc7ac7f359e2-10157143278136339[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...['Jackie Petit'][:face_with_tears_of_joy:, :face_with_tears_of...
2918.09Gerard BrunetID: 1000221365073262019-11-09 15:29:490Jacques Poulain 😂😂😂😂😂😂😂😂😂😂FIG5dc7ac7f359e2-10157143278136339[Jean-Marie Robini, Adelaide AF, Gen Lys, Phil...[][Jacques, Poulain, :face_with_tears_of_joy:, :...
.......................................
37884168.00Lise CurcumaID: 7618296652019-11-09 02:37:201Elle adore provoquer ,c'est son trouble d'oppo...RC5dc64663dc269-2894961790548809[Lise Curcuma][][Elle, adore, provoquer, ,, c'est, son, troubl...
37885169.00Denis TremblayID: 1000061128086512019-11-09 02:42:510Quand on s'accroche à ses années étudiantes......RC5dc64663dc269-2894961790548809[Denis Tremblay][][Quand, on, s'accroche, à, ses, années, étudia...
37886170.00Luc PellerinID: 11728703652019-11-09 02:50:361Dire qu'avant le gros bon sens régnait....faut...RC5dc64663dc269-2894961790548809[Luc Pellerin, Martin Plourde][][Dire, qu'avant, le, gros, bon, sens, régnait,...
37887170.01Martin PlourdeID: 10217680602019-11-09 03:03:540Luc Pellerin faut sauver les apparences qu'ils...RC5dc64663dc269-2894961790548809[Luc Pellerin, Martin Plourde]['Luc Pellerin'][faut, sauver, les, apparences, qu'ils, disent...
37888171.00Philippe PhilippeID: 1000043952436772019-11-09 02:52:250Au lieu de décrire ce qui est acceptable....il...RC5dc64663dc269-2894961790548809[Philippe Philippe][][Au, lieu, de, décrire, ce, qui, est, acceptab...
37889172.00Monique C. LevasseurID: 1000015097061682019-11-09 02:53:160Toujours pour ce faire remarquer et parler d’e...RC5dc64663dc269-2894961790548809[Monique C. Levasseur][][Toujours, pour, ce, faire, remarquer, et, par...
37890173.00Loulou Boudreault-ethierID: 1000077367193642019-11-09 02:53:440Je crois plutôt que l'habit cravate donne u...RC5dc64663dc269-2894961790548809[Loulou Boudreault-ethier][][Je, crois, plutôt, que, l'habit, cravate, don...
37891174.00Johanne RichardID: 1000044693149002019-11-09 02:55:560Malheureusement avoir de la classe n’est pas d...RC5dc64663dc269-2894961790548809[Johanne Richard][][Malheureusement, avoir, de, la, classe, n, ’,...
37892175.00Lynda HébertID: 1000032381174432019-11-09 03:00:060Ce n'est pas l'étiquette vestimentaire qui ani...RC5dc64663dc269-2894961790548809[Lynda Hébert][][Ce, n'est, pas, l'étiquette, vestimentaire, q...
37893176.00Gaston PelletierID: 1000170205662092019-11-09 03:00:080123 soldats marchent. 122 au pas et c’est la 1...RC5dc64663dc269-2894961790548809[Gaston Pelletier][][123, soldats, marchent, ., 122, au, pas, et, ...
37894177.00Norm GilbertID: 7281061182019-11-09 03:01:010Au Québec on parle vraiment des vrais dossiers...RC5dc64663dc269-2894961790548809[Norm Gilbert][][Au, Québec, on, parle, vraiment, des, vrais, ...
37895178.00France Martel PatrieID: 1000008452243632019-11-09 03:01:220La je peut dire que ta raisonRC5dc64663dc269-2894961790548809[France Martel Patrie][][La, je, peut, dire, que, ta, raison]
37896179.00Susan RookeID: 1000073477655642019-11-09 03:08:300Elle m’énerve cette femme qui manque grandemen...RC5dc64663dc269-2894961790548809[Susan Rooke][][Elle, m, ’, énerve, cette, femme, qui, manque...
37897180.00Francois BerubeID: 1000036892353782019-11-09 03:09:060On doit choisir nos députés pour ce qu'il on d...RC5dc64663dc269-2894961790548809[Francois Berube][][On, doit, choisir, nos, députés, pour, ce, qu...
37898181.00Jonathan BrissonID: 5120535862019-11-09 03:29:350Tse quand le commis chez IGA est mieux habillé...RC5dc64663dc269-2894961790548809[Jonathan Brisson][][Tse, quand, le, commis, chez, IGA, est, mieux...
37899182.00Karlos BellID: 1000046353988832019-11-09 03:29:380Il y a un minimum d'éthique, elle manque de sa...RC5dc64663dc269-2894961790548809[Karlos Bell][][Il, y, a, un, minimum, d'éthique, ,, elle, ma...
37900183.00Yanick DesrosiersID: 1000012380924612019-11-09 03:30:080Débat inutile! Elle a été élu pour ces idées!RC5dc64663dc269-2894961790548809[Yanick Desrosiers][][Débat, inutile, !, Elle, a, été, élu, pour, c...
37901184.00Marielle CormierID: 10047831812019-11-09 03:37:220Il y a un code vestimentaire à avoir au parlementRC5dc64663dc269-2894961790548809[Marielle Cormier][][Il, y, a, un, code, vestimentaire, à, avoir, ...
37902185.00Marie-Claire DoraisID: 1000005209967532019-11-09 03:43:080je crois qu'il y a des sujets plus intéressant...RC5dc64663dc269-2894961790548809[Marie-Claire Dorais][][je, crois, qu'il, y, a, des, sujets, plus, in...
37903186.00Yanvon DubucID: 1000039136871992019-11-09 03:51:120👹👿👺👹👿RC5dc64663dc269-2894961790548809[Yanvon Dubuc][][:ogre:, :angry_face_with_horns:, :goblin:, :o...
37904187.00Ahmed TaalbiID: 1000011529700152019-11-09 03:52:110Ça lui va très bien en plus!!!RC5dc64663dc269-2894961790548809[Ahmed Taalbi][][Ça, lui, va, très, bien, en, plus, !, !, !]
37905188.00Mathilde SimardID: 1000020928160152019-11-09 04:09:160Daryann Lacombe👀RC5dc64663dc269-2894961790548809[Mathilde Simard][][Daryann, Lacombe, :eyes:]
37906189.00Max PetersonID: 5990733372019-11-09 04:16:230son toupet yai tro kourRC5dc64663dc269-2894961790548809[Max Peterson][][son, toupet, yai, tro, kour]
37907190.00Philip TristramID: 10721290522019-11-09 04:34:450Une enfant d'école dans une cours de grand !RC5dc64663dc269-2894961790548809[Philip Tristram][][Une, enfant, d'école, dans, une, cours, de, g...
37908191.00Josée CaronID: 1000032692827802019-11-09 04:36:250La tempête dans un verre d'eau. Comment attire...RC5dc64663dc269-2894961790548809[Josée Caron][][La, tempête, dans, un, verre, d'eau, ., Comme...
37909192.00Etienne BordeleauID: 5220726112019-11-09 04:42:000Je perds mon temps à commenter...blablablablab...RC5dc64663dc269-2894961790548809[Etienne Bordeleau][][Je, perds, mon, temps, à, commenter, ..., bla...
37910193.00Josée MathieuID: 10722845562019-11-09 04:42:110Bravo, Madame.RC5dc64663dc269-2894961790548809[Josée Mathieu][][Bravo, ,, Madame, .]
37911194.00Madeleine BlaisID: 1000006803300602019-11-09 04:47:200Quand c’est ton vêtement qui attire l’attentio...RC5dc64663dc269-2894961790548809[Madeleine Blais][][Quand, c, ’, est, ton, vêtement, qui, attire,...
37912195.00Geneviève RaymondID: 7215684362019-11-09 04:49:130Elle pourrait exprimer sa créativité dans ses ...RC5dc64663dc269-2894961790548809[Geneviève Raymond][][Elle, pourrait, exprimer, sa, créativité, dan...
37913196.00Madeleine BlaisID: 1000006803300602019-11-09 04:54:020« Ton vêtement parle si fort que je n’entend p...RC5dc64663dc269-2894961790548809[Madeleine Blais][][«, Ton, vêtement, parle, si, fort, que, je, n...
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37914 rows × 12 columns

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" ], "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 }