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#Immigration_2023-01-16_15-15-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2023
Short Description:
#Immigration via NodeXL https://bit.ly/3CSn1OM
@elainedavies943
@coolise
@jonrussett
@je_puig
@phdevilliers
@potus
@gwgoldnadel
@joebiden
@vtremolet
@astridprunier1

Top hashtags:
#immigration
#cohnbendit
#natalité
#canada
#missuniverse2022
#francais
#missuniverse

Description:
Description
The graph represents a network of 4,046 Twitter users whose recent tweets contained "#Immigration", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 23:19 UTC.

The tweets in the network were tweeted over the 1019-day, 3-hour, 13-minute period from Wednesday, 01 April 2020 at 21:45 UTC to Monday, 16 January 2023 at 00:58 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 4046
Unique Edges : 2894
Edges With Duplicates : 13899
Total Edges : 16793
Number of Edge Types : 9
Retweet : 3165
MentionsInRetweet : 4939
Tweet : 940
Quote : 157
Replies to : 930
MentionsInReplyTo : 5968
Mentions : 517
MentionsInQuoteReply : 22
MentionsInQuote : 155
Self-Loops : 1122
Reciprocated Vertex Pair Ratio : 0.00583515681983953
Reciprocated Edge Ratio : 0.0116026105873822
Connected Components : 654
Single-Vertex Connected Components : 381
Maximum Vertices in a Connected Component : 2343
Maximum Edges in a Connected Component : 13761
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 6.389583
Graph Density : 0.000337038763734971
Modularity : 0.309383
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,046 Twitter users whose recent tweets contained "#Immigration", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 23:19 UTC.

The tweets in the network were tweeted over the 1019-day, 3-hour, 13-minute period from Wednesday, 01 April 2020 at 21:45 UTC to Monday, 16 January 2023 at 00:58 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #Immigration
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] https://www.theguardian.com/uk-news/2022/nov/01/bravermans-invasion-claim-not-backed-by-facts-say-experts
[16] https://twitter.com/Majocoxi/status/1611118142725529601/photo/1
[13] https://www.canada.ca/en/immigration-refugees-citizenship/services/work-canada/hire-permanent-foreign/french-speaking-bilingual-workers-outside-quebec/destination-canada/about/newsletter.html
[12] https://hdjoneslaw.com/practice-areas/personal-injury/truck-accidents/
[8] https://www.amazon.com/New-London-Adventures-Ellen-Montagu-ebook/dp/B081Y6W2T5/ref=sr_1_1?dchild=1&keywords=new+london+jg+macleod&qid=1619014370&s=books&sr=1-1
[8] https://youtu.be/wCphTngWOn8
[8] https://twitter.com/CroixdAnjou/status/1613558617461882887/photo/1
[8] https://help.twitter.com/articles/20169199
[7] https://mendozaimmigration.com/asylum
[7] https://www.canada.ca/fr/immigration-refugies-citoyennete/services/travailler-canada/embaucher-etranger-permanents/travailleurs-francophones-bilingues-exterieur-quebec/destination-canada/a-propos/infolettre.html

Top URLs in Tweet in G1:
[4] https://www.cnews.fr/monde/2023-01-13/immigration-le-nombre-dentrees-irregulieres-dans-lue-augmente-de-64-en-2022-1310561
[4] https://twitter.com/PGriselin/status/1614156660645191681/photo/1
[3] https://twitter.com/cavousf5/status/1613608457294458880/video/1
[2] https://twitter.com/Je_Puig/status/1614629179756285953/video/1
[2] https://twitter.com/F_Desouche/status/1614514106798571520
[2] https://www.cnews.fr/faits-divers/2023-01-13/yvelines-une-sexagenaire-attaquee-en-pleine-rue-larme-blanche-1310705
[2] https://twitter.com/PinguoinSecours/status/1613789437778968586/photo/1
[2] https://twitter.com/jeromejean80/status/1614322037580759044
[1] https://twitter.com/Je_Puig/status/1614337315777773569/video/1
[1] https://twitter.com/Je_Puig/status/1614254059057192968/video/1

Top URLs in Tweet in G2:
[12] https://hdjoneslaw.com/practice-areas/personal-injury/truck-accidents/
[4] https://www.skywheelimmigration.com/
[3] https://docs.google.com/forms/d/e/1FAIpQLScyE2csfdnqq9Ieesk9-t6TiyF__a1nQ3jqguy_HMa6W1Fc8g/viewform?vc=0&c=0&w=1&flr=0
[3] https://www.y-axis.com/
[3] https://www.1to1legal.com/local/georgia/
[3] https://www.1to1legal.com/local/north-carolina/
[3] https://www.1to1legal.com/local/delaware/
[3] https://www.1to1legal.com/local/north-dakota/
[3] https://www.1to1legal.com/local/new-york/
[3] https://www.1to1legal.com/local/hawaii/

Top URLs in Tweet in G3:
[3] https://www.yahoo.com/news/immigration-europe-330-000-entrées-070041549.html
[1] https://twitter.com/PhdeVilliers/status/1613999230967861274/photo/1
[1] https://www.fdesouche.com/2023/01/15/dominique-reynie-il-devient-irresponsable-daccueillir-parmi-nous-des-migrants-auxquels-on-a-appris-dans-leur-pays-dorigine-a-detester-ce-que-nous-sommes/
[1] https://twitter.com/FanetFabrice/status/1611213140766740480/photo/1
[1] https://twitter.com/CroixdAnjou/status/1613558617461882887/photo/1

Top URLs in Tweet in G4:
[16] https://twitter.com/Majocoxi/status/1611118142725529601/photo/1
[6] https://www.leparisien.fr/faits-divers/recherche-pour-meurtre-en-allemagne-un-somalien-arrete-a-lille-13-01-2023-STSIZNJG7FBLDF6QWUYI3N3IXE.php?xtor=AD-366
[5] https://twitter.com/CroixdAnjou/status/1613558617461882887/photo/1
[4] https://twitter.com/pierremeriaux/status/1613959414104600577/photo/1
[4] https://twitter.com/f_philippot/status/1614298112264384512/photo/1
[2] https://twitter.com/TribunDANTON/status/1614596627389468672/photo/1
[2] https://twitter.com/ecologistesenat/status/1613822598822903809/photo/1
[2] https://twitter.com/AnvitaFr/status/1612847288539291649/photo/1
[2] https://twitter.com/CroixdAnjou/status/1614652421040373760/photo/1
[2] https://twitter.com/TorrensCedric/status/1613597183055380487/photo/1

Top URLs in Tweet in G5:
[8] https://youtu.be/wCphTngWOn8
[4] https://twitter.com/FrescoLeon/status/1601308902854778881?s=20&t=FgWklZM-pLJspMtY4eyVBQ
[3] https://twitter.com/rr7lv/status/1614271645434404867/photo/1
[2] https://twitter.com/AdamKinzinger/status/1614444354902396930
[2] https://www.tiktok.com/@colombian_trumper/video/7187248609455263018?_t=8YzrzZrgRtD&_r=1
[2] https://twitter.com/GreencardEquity/status/1382404535138672640
[2] https://twitter.com/GreencardEquity/status/1439471508955480064
[1] https://www.youtube.com/watch?v=AzEuRO2GwgU&feature=youtu.be

[1] https://www.youtube.com/watch?v=BhXtw-aa5YY&feature=youtu.be

[1] https://www.youtube.com/watch?v=ewmoknUfW04&feature=youtu.be


Top URLs in Tweet in G6:
[3] https://megaphone.link/CORU9975094587
[2] https://www.cicnews.com/2023/01/buying-a-home-in-canada-as-a-non-canadian-0132392.html
[2] https://www.cicnews.com/2023/01/study-international-students-face-unique-disadvantage-when-trying-to-become-permanent-residents-in-canada-0131748.html
[2] https://www.cicnews.com/2023/01/the-iec-2023-pool-is-now-open-0132396.html
[2] https://www.bellissimolawgroup.com/how-long-can-i-stay-in-canada-as-a-visitor-2/
[2] https://www.onlineweednews.com/2023/01/14/justins-forging-immigration/
[1] https://news.gov.bc.ca/releases/2023HLTH0001-000013
[1] https://www.cicnews.com/2023/01/comparing-the-temporary-foreign-worker-program-against-the-international-mobility-program-0131215.html
[1] https://www.cicnews.com/2023/01/the-national-response-to-quebecs-french-language-preserving-bill-96-0132350.html
[1] https://www.cicnews.com/2023/01/british-columbia-and-manitoba-issue-invitations-to-apply-for-provincial-nominee-programs-0132364.html

Top URLs in Tweet in G7:
[2] https://www.fdesouche.com/2023/01/06/au-chu-de-caen-une-aide-soignante-volait-des-cheques-a-des-patients-en-fin-de-vie-elle-est-detentrice-de-7-comptes-bancaires-madame-est-dorigine-camerounaise-et-la-bas-possede-maisons-et-dep/
[1] https://twitter.com/AstridPrunier1/status/1614153254903988225/video/1
[1] https://twitter.com/AstridPrunier1/status/1611088156958285828/photo/1
[1] https://twitter.com/GabrielDruart/status/1614013371849777152/photo/1
[1] https://www.youtube.com/watch?v=XCplmeuUtaE&feature=youtu.be

[1] https://twitter.com/VincLapierre/status/1554055727639142402/video/1
[1] https://twitter.com/VincLapierre/status/1554055727639142402
[1] http://partidelafrancecalvados.hautetfort.com/archive/2023/01/12/rien-ne-va-dans-cet-enieme-sketch-de-l-immigration-6422073.html
[1] https://twitter.com/Vivien_26_/status/1613601398654144513/photo/1
[1] https://twitter.com/CroixdAnjou/status/1613558617461882887/photo/1

Top URLs in Tweet in G8:
[1] https://twitter.com/jolenebuntinguk/status/1614676066311995394/video/1
[1] https://twitter.com/Steve92592444/status/1613351807845031938
[1] https://twitter.com/Steve92592444/status/1614706495249338368
[1] https://www.msn.com/en-gb/news/uknews/migrants-who-arrive-on-cross-channel-dinghies-will-face-rapid-removal-from-uk/ar-AA16eTLn?ocid=msedgntp&cvid=0b86629a4c6a41db9897d28cf51c5be6
[1] https://www.msn.com/en-gb/news/uknews/cabinet-split-over-nhs-strikes-as-iron-chancellor-jeremy-hunt-blocks-efforts-to-up-nurses-pay/ar-AA16moMn?ocid=msedgdhp&pc=U531&cvid=bb81e50e7fd74423b412fe3b0ed709cc

Top URLs in Tweet in G9:
[4] https://twitter.com/andrewjgiles/status/1613665458049421312
[4] https://twitter.com/AlboMP/status/1613849960994467841
[2] https://thehill.com/opinion/immigration/3810356-how-many-immigrants-can-the-us-realistically-accept/
[2] https://www.newsmax.com/politics/eric-adams-kathy-hochul-new-york-city/2023/01/13/id/1104343/
[2] https://twitter.com/gatewaypundit/status/1614458241911595010
[2] https://twitter.com/TheAusToday/status/1614181877702885376/photo/1
[2] https://twitter.com/AlboMP/status/1613849960994467841/photo/1
[1] https://twitter.com/GloriaPazmino/status/1614773860057972737
[1] https://www.moneycontrol.com/news/trends/current-affairs/1-of-us-population-indian-americans-pay-6-of-taxes-congressman-9857601.html
[1] https://twitter.com/FAIRImmigration/status/1367648556472012805

Top URLs in Tweet in G10:
[21] https://www.theguardian.com/uk-news/2022/nov/01/bravermans-invasion-claim-not-backed-by-facts-say-experts
[4] https://twitter.com/FreefromTorture/status/1614172335921303554
[2] https://twitter.com/RobertJenrick/status/1613884101659869184/video/1
[2] https://twitter.com/DeborahMeaden/status/1614207230626377728
[2] https://twitter.com/jimmy_1975/status/1614222419622772736/photo/1
[1] https://twitter.com/Justice_forum/status/1613942144468754432/photo/1
[1] https://www.walesonline.co.uk/news/wales-news/luxury-welsh-hotel-used-asylum-25976939
[1] https://www.mylondon.news/news/east-london-news/mum-dad-4-kids-stuck-25948249
[1] https://twitter.com/T21Joan/status/1614252817539280896
[1] https://twitter.com/ukhomeoffice/status/1613634647245656066/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[884] twitter.com
[31] youtube.com
[29] canada.ca
[27] cicnews.com
[26] theguardian.com
[24] 1to1legal.com
[17] amazon.com
[17] lefigaro.fr
[17] doityourselfimmigration.org
[16] paper.li

Top Domains in Tweet in G1:
[52] twitter.com
[10] cnews.fr
[3] lefigaro.fr
[3] fdesouche.com
[2] liberation.fr
[1] 20minutes.fr
[1] dailymotion.com
[1] msn.com
[1] nicepresse.com
[1] europe1.fr

Top Domains in Tweet in G2:
[271] twitter.com
[24] 1to1legal.com
[15] hdjoneslaw.com
[12] immigrationglitz.com
[9] youtube.com
[8] bcgsearch.com
[5] bilibilicomics.com
[5] co.uk
[4] cliffordribner.com
[4] lefigaro.fr

Top Domains in Tweet in G3:
[3] twitter.com
[3] yahoo.com
[1] fdesouche.com

Top Domains in Tweet in G4:
[82] twitter.com
[6] leparisien.fr
[4] bvoltaire.fr
[3] lefigaro.fr
[2] jeanmarcmorandini.com
[1] tvl.fr
[1] anvita.fr
[1] youtu.be
[1] marianne.net
[1] ernestmag.fr

Top Domains in Tweet in G5:
[41] twitter.com
[8] youtu.be
[7] youtube.com
[2] substack.com
[2] washingtonexaminer.com
[2] tiktok.com
[1] miamiherald.com
[1] co.uk
[1] foxnews.com
[1] uscis.gov

Top Domains in Tweet in G6:
[24] cicnews.com
[10] twitter.com
[9] cila.co
[3] megaphone.link
[2] paper.li
[2] southasiandaily.com
[2] bellissimolawgroup.com
[2] onlineweednews.com
[2] immigrationnewscanada.ca
[1] bc.ca

Top Domains in Tweet in G7:
[7] twitter.com
[2] fdesouche.com
[1] youtube.com
[1] hautetfort.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] msn.com

Top Domains in Tweet in G9:
[39] twitter.com
[3] newsmax.com
[2] thehill.com
[2] thegatewaypundit.com
[1] moneycontrol.com
[1] ohchr.org
[1] azcentral.com
[1] jadaliyya.com
[1] ucsb.edu
[1] nypost.com

Top Domains in Tweet in G10:
[32] twitter.com
[22] theguardian.com
[2] co.uk
[1] mylondon.news
[1] youtube.com
[1] freedomfromtorture.org
[1] gbnews.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2837] immigration
[523] cohnbendit
[369] natalité
[202] canada
[184] missuniverse2022
[173] francais
[142] missuniverse
[98] cdnimm
[95] garedunord
[78] migrants



Top Hashtags in Tweet in G1:
[448] cohnbendit
[173] immigration
[35] natalité
[34] maroc
[32] reconquête
[30] etat
[26] reunion
[25] francais
[23] migrants
[19] garedunord

Top Hashtags in Tweet in G2:
[533] immigration
[105] canada
[35] visa
[27] news
[24] divorce
[24] personalinjury
[24] wills
[24] realestate
[24] dui
[24] commerciallaw

Top Hashtags in Tweet in G3:
[319] natalité
[59] garedunord
[26] immigration
[18] cohnbendit
[11] francais
[4] viktororbán
[3] fakenews
[2] mémoire
[2] usa
[2] européens

Top Hashtags in Tweet in G4:
[190] immigration
[40] cohnbendit
[31] fakenews
[25] viktororbán
[20] macron
[16] france
[16] franceendanger
[12] garedunord
[11] insécurité
[11] natalité

Top Hashtags in Tweet in G5:
[146] immigration
[65] eagleact
[8] greencards
[8] immigrationreform
[6] democrats
[6] h1b
[6] daca
[5] immigrants
[5] tonyblair
[5] nhs

Top Hashtags in Tweet in G6:
[142] immigration
[91] cdnimm
[80] canada
[64] ircc
[41] canadavisa
[37] cicnews
[19] high
[16] healthcare
[15] cdnpoli
[10] esdc

Top Hashtags in Tweet in G7:
[137] immigration
[117] francais
[7] cohnbendit
[7] saccageparis
[6] electricité
[6] dette
[6] penuries
[6] inflation
[6] hopital
[6] servicespublics

Top Hashtags in Tweet in G8:
[13] rnli
[6] immigration
[3] stoptheboats
[3] stopthewef
[3] protest
[3] nhscrisis
[3] illegal
[3] immigrationreform
[3] deport
[1] wewereneverasked

Top Hashtags in Tweet in G9:
[700] immigration
[184] missuniverse2022
[141] missuniverse
[45] tommytiernanshow
[29] fearwomen
[24] stage8
[24] lufc
[23] napolijuve
[10] thequeenfinale
[8] vibeftjimin

Top Hashtags in Tweet in G10:
[65] immigration
[24] suellabraverman
[20] braverman
[3] cruellabraverman
[3] migrants
[3] diversity
[3] culturalenrichment
[2] holocaust
[2] refugeerights
[2] refugeeswelcome

Top Words
Top Words in Tweet in Entire Graph:
[2515] #immigration
[2135] visa
[1350] decision
[1067] andrewjgiles
[922] je_puig
[693] student
[687] bias
[677] case
[675] sbs
[672] narendramodi

Top Words in Tweet in G1:
[848] je_puig
[542] gwgoldnadel
[488] quelqu
[448] #cohnbendit
[441] fait
[428] provocation
[428] éloge
[428] avis
[428] pédophilie
[386] gabriellecluzel

Top Words in Tweet in G2:
[530] #immigration
[106] immigration
[104] #canada
[98] more
[51] canada
[46] visa
[36] 2023
[35] #visa
[35] law
[33] contact

Top Words in Tweet in G3:
[378] phdevilliers
[320] très
[320] vtremolet
[319] dernier
[319] #natalité
[319] projet
[319] mardi
[319] failles
[319] défini
[319] bien

Top Words in Tweet in G4:
[122] #immigration
[103] france
[83] ce
[69] bvoltaire
[61] qu
[55] sont
[53] plus
[50] vivent
[50] ils
[46] politique

Top Words in Tweet in G5:
[146] #immigration
[66] indian
[65] #eagleact
[65] issues
[61] americans
[61] anangbhai
[59] lack
[59] fear
[59] awareness
[59] talks

Top Words in Tweet in G6:
[142] #immigration
[94] canada
[91] #cdnimm
[80] #canada
[64] #ircc
[57] canadavisa_com
[53] 000
[48] immigrants
[47] 500
[47] concerns

Top Words in Tweet in G7:
[123] chez
[123] ce
[120] l'#immigration
[120] c'est
[118] n'est
[118] lui
[117] d'entendre
[117] content
[117] partir
[117] hallucinant

Top Words in Tweet in G8:
[54] border
[51] andyplumb4
[47] long
[47] happen
[47] shankill
[47] already
[47] let's
[47] told
[47] together
[47] come

Top Words in Tweet in G9:
[2061] visa
[1339] decision
[1067] andrewjgiles
[700] #immigration
[687] bias
[686] student
[675] sbs
[672] narendramodi
[666] getting
[664] loan

Top Words in Tweet in G10:
[65] #immigration
[27] uk
[24] #suellabraverman
[24] braverman
[23] suella
[23] claim
[22] invasion
[21] dubious
[21] experts
[20] labisiffre

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[697] visa,decision
[687] student,visa
[686] bias,visa
[664] getting,visa
[664] visa,refused
[664] visa,bias
[664] narendramodi,sbs
[664] sbs,abc
[664] partial,loan
[664] case,getting

Top Word Pairs in Tweet in G1:
[443] je_puig,gwgoldnadel
[428] avis,#cohnbendit
[428] éloge,pédophilie
[428] fait,éloge
[428] quelqu,fait
[428] gwgoldnadel,avis
[428] #cohnbendit,provocation
[428] provocation,quelqu
[380] je_puig,gabriellecluzel
[334] pédophilie,pardonnez

Top Word Pairs in Tweet in G2:
[25] #canada,#immigration
[24] #personalinjury,#wills
[24] #realestate,#dui
[24] #divorce,#personalinjury
[24] search,law
[24] #wills,#realestate
[24] #commerciallaw,more
[24] #immigration,#commerciallaw
[24] law,firms
[24] #dui,#immigration

Top Word Pairs in Tweet in G3:
[319] vtremolet,très
[319] gouvernemental,#natalité
[319] très,bien
[319] dernier,vtremolet
[319] bien,défini
[319] éditorial,mardi
[319] mardi,dernier
[319] projet,gouvernemental
[319] défini,failles
[319] failles,projet

Top Word Pairs in Tweet in G4:
[45] qu,ils
[42] expliquent,qu
[42] notre,boulanger
[42] ils,vivent
[42] boulanger,agriculteurs
[42] vivent,mieux
[42] pendant,notre
[42] papiers,expliquent
[42] mieux,pendant
[42] sans,papiers

Top Word Pairs in Tweet in G5:
[60] indian,americans
[59] americans,advocate
[59] awareness,fear
[59] talks,lack
[59] lack,awareness
[59] anangbhai,talks
[59] advocate,#immigration
[59] fear,indian
[59] issues,#eagleact
[59] #immigration,issues

Top Word Pairs in Tweet in G6:
[65] #cdnimm,#immigration
[60] #immigration,#canada
[49] #canada,#ircc
[48] 000,immigrants
[45] country,thrives
[45] thrives,#immigration
[45] canada,set
[45] 500,000
[45] immigrants,year
[45] welcome,500

Top Word Pairs in Tweet in G7:
[117] n'est,content
[117] content,ce
[117] hallucinant,d'entendre
[117] d'entendre,c'est
[117] ce,l'#immigration
[117] c'est,#francais
[117] lui,n'est
[117] chez,lui
[117] partir,chez
[117] #francais,partir

Top Word Pairs in Tweet in G8:
[47] already,let's
[47] told,long
[47] come,together
[47] shankill,went
[47] happen,shankill
[47] went,far
[47] long,happen
[47] far,already
[47] let's,come
[46] jolenebuntinguk,told

Top Word Pairs in Tweet in G9:
[697] visa,decision
[686] student,visa
[686] bias,visa
[664] sbs,abc
[664] getting,visa
[664] visa,refused
[664] case,getting
[664] visa,bias
[664] narendramodi,sbs
[664] partial,loan

Top Word Pairs in Tweet in G10:
[23] suella,braverman
[21] braverman,claim
[21] invasion,uk
[21] experts,dubious
[21] uk,experts
[21] dubious,suella
[21] #suellabraverman,#immigration
[21] claim,#suellabraverman
[20] labisiffre,invasion
[13] leave,folks

Top Replied-To
Top Replied-To in Entire Graph:
@andrewjgiles
@albomp
@theaustoday
@rishisunak
@patconroy1
@f_desouche
@modern_fe
@nycmayor
@speakermccarthy
@cnews

Top Replied-To in G1:
@f_desouche
@cnews
@cavousf5
@valeurs
@jeanbambois6
@eciotti
@valoccidentales
@p_vardon
@gabrielattal
@gdarmanin

Top Replied-To in G2:
@migrant_group

Top Replied-To in G3:
@phdevilliers

Top Replied-To in G4:
@sandrousseau
@f_desouche
@f_philippot
@davidcormand
@gilbertcollard
@morandiniblog
@tvlofficiel
@yantiti64
@emmanuelmacron
@torrenscedric

Top Replied-To in G5:
@speakermccarthy
@senategop
@rycunni
@potus
@eu_no_more
@gop
@townhallcom
@repbera
@ind_us_immigrnt
@shekarnara

Top Replied-To in G6:
@ash_stewart_
@ttrrmk
@canadavisa_com
@globalnewsto
@seanfrasermp

Top Replied-To in G9:
@andrewjgiles
@albomp
@theaustoday
@rishisunak
@patconroy1
@nycmayor
@newsmax
@bbcnews
@bbl

Top Replied-To in G10:
@ukhomeoffice
@freefromtorture
@suzi45281514
@justice_forum
@dahabaalihussen
@sophielouisecc
@yawdrah
@robertjenrick
@gbnews
@conservativedor

Top Mentioned
Top Mentioned in Entire Graph:
@je_puig
@un
@sbs
@narendramodi
@abc
@ausdhcindia
@gwgoldnadel
@phdevilliers
@gabriellecluzel
@vtremolet

Top Mentioned in G1:
@je_puig
@gwgoldnadel
@gabriellecluzel
@teamericzemmour
@phdevilliers
@vtremolet
@bvoltaire
@valloovalloo
@vero_jacquier
@andrerougeoff

Top Mentioned in G2:
@sasakawausa
@sandro_w_hess
@manamaine
@natividadonions
@nathanpeyllc
@deartorah
@cannalifenet
@thejurasout

Top Mentioned in G3:
@phdevilliers
@vtremolet
@je_puig
@gwgoldnadel
@astridprunier1
@bvoltaire
@gerardcollomb
@tvlofficiel
@orthegasamantha
@gabriellecluzel

Top Mentioned in G4:
@bvoltaire
@orthegasamantha
@je_puig
@tvlofficiel
@gabriellecluzel
@phdevilliers
@majocoxi
@laurentobertone
@bonnedroite
@tropical_boy

Top Mentioned in G5:
@anangbhai
@dcwaladesi
@potus
@joebiden
@speakermccarthy
@chilternbear11
@senategop
@youtube
@repjayapal
@gop

Top Mentioned in G6:
@canadavisa_com
@globalnewsto
@canadaimmigra20
@yogesh_tulani
@reddym76447907
@ttrrmk
@kishan_bhuva
@seanfrasermp
@cilavoice

Top Mentioned in G7:
@astridprunier1
@je_puig
@gwgoldnadel
@vivien_26_
@jusko_bout
@phdevilliers
@gabrieldruart
@lremrip
@protago07500271
@bvoltaire

Top Mentioned in G8:
@andyplumb4
@jolenebuntinguk
@short777stephen

Top Mentioned in G9:
@un
@sbs
@narendramodi
@abc
@ausdhcindia
@andrewjgiles
@nitagreenqld
@albomp
@austradeindia
@timwattsmp

Top Mentioned in G10:
@labisiffre
@bonn1egreer
@ukhomeoffice
@suellabraverman
@archonlondon
@robertjenrick
@cabinetofficeuk
@euorbust
@pritipatel
@pritinot

Top Tweeters
Top Tweeters in Entire Graph:
@titrespresse
@roblwilson
@blackbiz2020
@derekjohnbryant
@evankirstel
@thehill
@lagrosta
@mounmir
@mariabadin18
@roylmurry425

Top Tweeters in G1:
@lagrosta
@mounmir
@mariabadin18
@minilicorne69
@milatrud11
@franckylarafale
@nausicalibre
@fleur2108
@brunedrot
@actusnonstop

Top Tweeters in G2:
@titrespresse
@brindusab1
@franco_sala
@dwpscumbags
@aseannowth
@sandeshnews
@politic_talks
@carinem605
@ibctamilmedia
@carmelitequotes

Top Tweeters in G3:
@madrynha2012
@lunace2pama
@cmartyluso1
@fourchetchristi
@uniquecmoi
@diabolo741
@clemence442
@mounette449
@planet211180
@rittersabrina

Top Tweeters in G4:
@bfmtv
@libertaire10
@blacknoose
@coolise
@thierryrouby
@ptunia18
@franceinfo
@urbany73
@daniel_hva
@morandiniblog

Top Tweeters in G5:
@roylmurry425
@antipandemonium
@dcexaminer
@ewindham3
@safetymentalst
@rospay15
@cnbc
@rizvisalim
@eyewonit
@belkissobadia

Top Tweeters in G6:
@wesleycoughlan
@globalnews
@globaledmonton
@globalnewsto
@havefaith00_15
@global_montreal
@globalcalgary
@globalhalifax
@globalnational
@cenarules4ever

Top Tweeters in G7:
@rosyjour
@clpeqt
@evelyneyant94
@alain_83740
@tuferasface
@dossantos5271
@beoceartemis752
@chantalrobertet
@soso13390
@americanflagusa

Top Tweeters in G8:
@irene48
@vhalen67
@suekeen1
@snoozlessnow
@cue_bono
@cole_davesc66
@evelyns51868235
@pascoemarice
@felizfeliz
@iainmcquillan

Top Tweeters in G9:
@thehill
@rolandsmartin
@nypost
@bbcnews
@nytimes
@simon_a_wood
@abc
@azcentral
@npr
@maggiomatt

Top Tweeters in G10:
@roblwilson
@derekjohnbryant
@annetteashley61
@quangels
@gilljames54
@superretroid
@60sleigh
@juliebjewellery
@soundabuse
@yawdrah