#Immigration, Twitter, 2/17/2020 5:38:21 AM, 221317


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#Immigration_2020-02-16_20-21-32.xlsx
#Immigration_2020-02-16_20-21-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 17, 2020
Short Description:
#Immigration via NodeXL http://bit.ly/38zqBfv
@realjameswoods
@polibot4
@millercrime
@cpac
@repandybiggsaz
@deneenborelli
@debbie22210
@realdonaldtrump
@jeffrey52095461
@davealvord164

Top hashtags:
#immigration
#citizenship
#democratmob
#onevoice1
#canada

Description:
Description
The graph represents a network of 4,955 Twitter users whose tweets in the requested range contained "#Immigration", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 February 2020 at 04:22 UTC.

The requested start date was Monday, 17 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 2-hour, 21-minute period from Thursday, 13 February 2020 at 09:01 UTC to Saturday, 15 February 2020 at 11:23 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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 : 4955
Unique Edges : 5378
Edges With Duplicates : 945
Total Edges : 6323
Number of Edge Types : 4
Tweet : 915
MentionsInRetweet : 4499
Mentions : 786
Replies to : 123
Self-Loops : 915
Reciprocated Vertex Pair Ratio : 0.0105598724845587
Reciprocated Edge Ratio : 0.0208990536277603
Connected Components : 766
Single-Vertex Connected Components : 415
Maximum Vertices in a Connected Component : 2970
Maximum Edges in a Connected Component : 3831
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.86571
Graph Density : 0.000206623438153719
Modularity : 0.768026
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,955 Twitter users whose tweets in the requested range contained "#Immigration", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 February 2020 at 04:22 UTC.

The requested start date was Monday, 17 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 2-hour, 21-minute period from Thursday, 13 February 2020 at 09:01 UTC to Saturday, 15 February 2020 at 11:23 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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] http://www.wbur.org/news/2020/02/14/swat-like-immigration-officers-are-in-boston-ready-to-cooperate-with-ice-arrests
[16] https://apnews.com/48960c783dd3f22af2ad320227e40b20
[14] https://www.nytimes.com/2020/02/14/us/Border-Patrol-ICE-Sanctuary-Cities.html
[13] https://millermustgo.com/
[12] https://chat.opulentuz.com/?source=186
[11] https://www.youtube.com/watch?v=whnynFEaAAU&feature=youtu.be

[11] https://americasvoice.org/blog/immigration-reform-news-february-14-2020/
[10] https://www.vox.com/2020/2/14/21138272/cbp-tactical-ice-immigrants-sanctuary-cities
[9] https://www.bbc.com/news/magazine-27373131
[8] https://www.lapresse.ca/actualites/politique/202002/14/01-5260991-quebec-pourrait-limiter-le-nombre-dimmigrants-admis-au-peq.php

Top URLs in Tweet in G1:
[1] https://twitter.com/BarackObama/status/1227337897692495873
[1] https://www.nytimes.com/2020/02/14/us/Border-Patrol-ICE-Sanctuary-Cities.html#click=https://t.co/YmOBvHXiQW

Top URLs in Tweet in G2:
[13] https://millermustgo.com/
[8] https://www.bbc.com/news/magazine-27373131
[4] https://twitter.com/solusnan1/status/1225701975205011456
[1] https://twitter.com/KeiokeioKenai/status/1228466605920641024
[1] https://twitter.com/MillerCrime/status/1227131398726787072
[1] https://twitter.com/AlOtroLado_Org/status/1195027709203599361
[1] https://twitter.com/Alyssa_Milano/status/1228459669296779264
[1] https://twitter.com/TimInHonolulu/status/1228550545855537154
[1] https://twitter.com/essenviews/status/1223117560167616512
[1] https://twitter.com/millercrime/status/1221663706511265793

Top URLs in Tweet in G3:
[12] https://chat.opulentuz.com/?source=186
[8] https://www.opulentuz.com/
[4] https://www.washingtonpost.com/opinions/the-trump-administrations-kafkaesque-new-way-to-thwart-visa-applications/2020/02/13/190a3862-4ea3-11ea-bf44-f5043eb3918a_story.html
[4] https://www.nytimes.com/2020/02/14/us/Border-Patrol-ICE-Sanctuary-Cities.html
[4] https://www.opulentusuae.com/
[3] https://twitter.com/i/events/1227953408646082562
[3] https://norrismclaughlin.com/ib/2020/02/13/department-of-homeland-security-suspends-new-york-residents-from-all-trusted-traveler-programs/
[2] https://ici.radio-canada.ca/nouvelle/1517608/travailleurs-etrangers-temporaires-immigration-canada-permis-duree-variable-penurie
[2] https://www.centerstrit.com/is-the-american-dream-fast-fading-away/?utm_content=bufferaf3af&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/i/events/1228023250359181314

Top URLs in Tweet in G4:
[8] https://thehill.com/homenews/campaign/483079-trump-to-attend-california-fundraiser-with-oracle-chairman
[4] https://ir.shareaholic.com/e?a=1&u=https://www.washingtontimes.com/news/2020/feb/12/trump-retreat-e-verify-called-takeover-immigration/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[2] http://www.nestorgomezstoryteller.com/immigration-stories.html
[2] https://www.youtube.com/watch?v=A9thSfBVhQs&feature=youtu.be

[2] https://www.youtube.com/watch?v=mEXegIsley0&feature=youtu.be

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

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

[2] https://www.breitbart.com/politics/2020/02/14/report-trump-deploying-elite-tactical-agents-to-10-sanctuary-cities/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.breitbart.com/politics/2020/02/14/watch-live-president-trump-delivers-remarks-to-the-national-border-patrol-council/?utm_source=dlvr.it&utm_medium=twitter
[2] https://medium.com/migratory-notes/migratory-notes-150-b83485e01e27

Top URLs in Tweet in G5:
[3] https://www.nytimes.com/2020/02/14/us/Border-Patrol-ICE-Sanctuary-Cities.html?referringSource=articleShare
[1] https://twitter.com/flotus/status/1227632813471600642
[1] https://twitter.com/Alyssa_Milano/status/1228459669296779264
[1] https://www.nytimes.com/2020/02/14/us/Border-Patrol-ICE-Sanctuary-Cities.html
[1] https://qz.com/1800432/despite-trumps-hard-line-on-immigration-justice-department-pursues-fewer-prosecutions/
[1] https://twitter.com/ustechworkers/status/1228088150611943425
[1] https://twitter.com/RealJamesWoods/status/1227861266644946944

Top URLs in Tweet in G6:
[11] https://americasvoice.org/blog/immigration-reform-news-february-14-2020/
[11] https://www.youtube.com/watch?v=whnynFEaAAU&feature=youtu.be

[3] https://twitter.com/angelicachirla/status/1228434127923269632
[2] https://www.marketplace.org/2020/02/11/amid-worker-shortage-houston-restaurant-industry-seeks-immigration-reform/
[2] https://twitter.com/tusk81/status/1227970297434759168
[2] https://americasvoice.org/blog/immigration-reform-news-february-20-2020/
[2] https://americasvoice.org/blog/immigration-reform-news-february-13-2020/
[1] https://twitter.com/koigi3/status/1227847525014687744
[1] https://apnews.com/48960c783dd3f22af2ad320227e40b20
[1] http://www.wbur.org/news/2020/02/14/swat-like-immigration-officers-are-in-boston-ready-to-cooperate-with-ice-arrests

Top URLs in Tweet in G7:
[4] https://morningstaronline.co.uk/article/c/deport-them-all
[3] https://morningstaronline.co.uk/article/b/campaigners-launch-fight-against-new-mega-detention-centre-at-heathrow
[3] https://www.theguardian.com/uk-news/2020/feb/13/boy-six-refused-medical-attention-by-heathrow-airport-border-staff-father-says
[2] https://www.independent.co.uk/news/uk/home-news/fatush-lala-british-man-europe-uk-home-office-sleeping-streets-a9334781.html
[2] https://twitter.com/gertrudengozi/status/1228079134397607939
[1] https://twitter.com/Femi_Sorry/status/907114359557586944
[1] https://morningstaronline.co.uk/article/f/why-does-media-hate-immigration
[1] http://ow.ly/VSvF30qhcdV
[1] https://twitter.com/freemovementlaw/status/1228291622640783366
[1] https://twitter.com/BorisJohnson/status/1228297140042117132

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=YHVNWtBuDVk&feature=youtu.be

[1] https://www.cato.org/blog/census-finds-us-population-will-decline-without-immigration?&utm_source=twitter&utm_medium=social-media&utm_campaign=addtoany
[1] https://www.forbes.com/sites/stuartanderson/2020/02/03/indians-immigrating-to-canada-at-an-astonishing-rate/

Top URLs in Tweet in G9:
[4] https://www.youtube.com/watch?v=XDQbBCiaq4o&feature=youtu.be

[1] https://www.washingtonexaminer.com/washington-secrets/75-of-illegal-immigrants-skip-deportation-hearings-hiding-out-in-us

Top URLs in Tweet in G10:
[1] https://www.tvlibertes.com/actus/des-membres-dun-reseau-dimmigration-clandestine-condamnes-a-des-peines-allant-jusqua-5-ans-de-prison-ferme-a-lyon
[1] http://www.fdesouche.com/1336927-le-chef-de-la-diplomatie-hongroise-limmigration-represente-une-menace-tres-grave-pour-lensemble-de-lhumanite
[1] https://www.ouest-france.fr/environnement/yves-cochet-pour-sauver-la-planete-il-faut-limiter-nos-naissances-et-mieux-accueillir-les-migrants-6161206?fbclid=IwAR3FuiM3nrcwOcyqs1jS4na9ryfGsIXZLwFdROacpKjGqqB-gp0lsRLPk6M

Top Domains
Top Domains in Tweet in Entire Graph:
[201] twitter.com
[58] youtube.com
[32] co.uk
[24] opulentuz.com
[23] wbur.org
[20] nytimes.com
[19] apnews.com
[17] washingtonpost.com
[16] americasvoice.org
[16] 1to1legal.com

Top Domains in Tweet in G1:
[1] twitter.com
[1] nytimes.com

Top Domains in Tweet in G2:
[31] twitter.com
[13] millermustgo.com
[8] bbc.com
[1] tinyurl.com
[1] politico.com
[1] thebreakthrough.org
[1] vox.com
[1] rawstory.com
[1] latimes.com
[1] foreignaffairs.com

Top Domains in Tweet in G3:
[60] twitter.com
[24] opulentuz.com
[16] 1to1legal.com
[11] youtube.com
[11] co.uk
[11] instagram.com
[10] theimmigrationpost.com
[7] blogspot.com
[7] washingtonpost.com
[6] medium.com

Top Domains in Tweet in G4:
[11] youtube.com
[8] thehill.com
[8] twitter.com
[5] breitbart.com
[4] shareaholic.com
[3] eb5daily.com
[2] nestorgomezstoryteller.com
[2] reason.com
[2] medium.com
[2] washingtonpost.com

Top Domains in Tweet in G5:
[4] twitter.com
[4] nytimes.com
[1] qz.com

Top Domains in Tweet in G6:
[16] americasvoice.org
[11] youtube.com
[9] twitter.com
[2] newyorker.com
[2] marketplace.org
[1] apnews.com
[1] wbur.org
[1] washingtonpost.com
[1] theepochtimes.com
[1] imdiversity.com

Top Domains in Tweet in G7:
[12] twitter.com
[12] co.uk
[3] theguardian.com
[1] ow.ly

Top Domains in Tweet in G8:
[1] youtube.com
[1] cato.org
[1] forbes.com

Top Domains in Tweet in G9:
[4] youtube.com
[1] washingtonexaminer.com

Top Domains in Tweet in G10:
[1] tvlibertes.com
[1] fdesouche.com
[1] ouest-france.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2131] immigration
[1482] citizenship
[1461] democratmob
[119] onevoice1
[100] canada
[96] concentrationcamps
[87] democratsaredestroyingamerica
[84] trump
[78] visa
[56] republicans



Top Hashtags in Tweet in G1:
[1448] citizenship
[1448] democratmob
[4] immigration
[2] trump
[2] hillary
[2] supremecourt
[2] taxes
[2] guncontrol
[2] corruption
[2] syrians

Top Hashtags in Tweet in G2:
[114] onevoice1
[97] immigration
[94] concentrationcamps
[53] republicans
[38] resist
[35] abolishice
[31] stephenmiller
[30] racism
[28] neveragainisnow
[18] borderpatrol

Top Hashtags in Tweet in G3:
[514] immigration
[55] visa
[45] canada
[27] expressentry
[22] canadapr
[21] immigrants
[20] trump
[20] studyabroad
[19] personalinjury
[18] lawyers

Top Hashtags in Tweet in G4:
[73] immigration
[12] buildthewall
[11] trump
[10] refugees
[9] maga
[3] immigrants
[3] ice
[3] guatemala
[3] 2020election
[3] migratorynotes

Top Hashtags in Tweet in G5:
[41] sb386
[41] hb1044
[21] immigration
[3] immigrants
[3] foreign
[3] consultancy
[2] sanctuarycities
[2] campaign2020
[2] campaña2020
[2] inmigración

Top Hashtags in Tweet in G6:
[81] immigration
[9] newyork
[8] lawenforcement
[8] california
[7] oxnard
[7] volunteers
[3] immigrationtwitter
[2] maga
[2] citizenship
[2] daca

Top Hashtags in Tweet in G7:
[74] immigration
[20] haveaheart
[19] jcwi
[12] windrushscandal
[11] windrush
[8] amnesty
[5] heathrow
[5] tories
[4] homeoffice
[4] jamaica50

Top Hashtags in Tweet in G8:
[4] immigration
[1] s386
[1] greencard
[1] canada
[1] canadianimmigration
[1] india
[1] grencardbacklog

Top Hashtags in Tweet in G9:
[87] immigration
[83] democratsaredestroyingamerica
[5] citizenship
[5] democratmob
[4] trump2020
[3] media
[3] trump
[3] illegalalien
[3] mainstreammedia
[3] vote

Top Hashtags in Tweet in G10:
[35] immigration
[25] conservateurs
[8] france
[7] diplomatie
[7] hongroise
[7] menace
[3] cnews
[3] clandestins
[2] macron
[2] zemmourvsmoix

Top Words
Top Words in Tweet in Entire Graph:
[1813] Words in Sentiment List#1: Positive
[1914] Words in Sentiment List#2: Negative
[52] Words in Sentiment List#3: Angry/Violent
[108149] Non-categorized Words
[111893] Total Words
[2923] imagine
[2064] #immigration
[1482] #citizenship
[1463] respected
[1462] speaking

Top Words in Tweet in G1:
[2897] imagine
[1448] realjameswoods
[1448] speaking
[1448] #citizenship
[1448] #democratmob
[1448] respected
[1448] protected
[4] #immigration
[2] #trump
[2] vinegar

Top Words in Tweet in G2:
[531] millercrime
[212] white
[186] critical
[184] ice
[161] stephen
[161] miller
[134] third
[134] reich
[125] years
[125] censorship

Top Words in Tweet in G3:
[508] #immigration
[85] immigration
[83] more
[55] #visa
[45] #canada
[37] law
[33] canada
[28] read
[27] help
[27] #expressentry

Top Words in Tweet in G4:
[73] #immigration
[67] realdonaldtrump
[18] trump
[18] whitehouse
[17] people
[17] racist
[15] soloyochapin
[15] dvillella
[15] bad
[15] share

Top Words in Tweet in G5:
[57] nytimes
[49] recent
[49] podcast
[49] software
[49] engineer
[49] hampshire
[49] tells
[49] reporter
[49] laid
[48] ustechworkers

Top Words in Tweet in G6:
[80] #immigration
[60] fwdus
[51] trump
[36] cnn
[32] thetoddschulte
[30] morning
[30] president
[30] discussed
[30] administration's
[30] expanded

Top Words in Tweet in G7:
[74] #immigration
[26] leannesaphire
[26] daughter
[25] fiance
[24] first
[20] time
[20] #haveaheart
[19] reunited
[19] 278
[19] days

Top Words in Tweet in G8:
[148] india
[79] indians
[74] becoming
[74] silicon
[74] valley
[74] many
[74] graduating
[74] universities
[74] returning
[74] create

Top Words in Tweet in G9:
[87] #immigration
[83] oh
[83] wonderful
[83] #democratsaredestroyingamerica
[83] horrendous
[83] laws
[83] seventy
[83] five
[83] percent
[83] illegal

Top Words in Tweet in G10:
[44] racinesdavenir
[34] séparatisme
[26] ns
[25] #conservateurs
[25] avons
[25] stratégie
[25] forte
[25] défendons
[25] civilisation
[25] non

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1461] speaking,#citizenship
[1461] #citizenship,imagine
[1461] imagine,#democratmob
[1461] #democratmob,respected
[1461] respected,protected
[1461] protected,imagine
[1460] realjameswoods,speaking
[171] stephen,miller
[140] third,reich
[123] white,supremacist

Top Word Pairs in Tweet in G1:
[1448] speaking,#citizenship
[1448] #citizenship,imagine
[1448] imagine,#democratmob
[1448] #democratmob,respected
[1448] respected,protected
[1448] protected,imagine
[1447] realjameswoods,speaking
[2] #trump,vinegar
[2] vinegar,#hillary
[2] #hillary,arsenic

Top Word Pairs in Tweet in G2:
[161] stephen,miller
[134] third,reich
[115] white,supremacist
[100] millercrime,stephen
[93] one,critical
[93] critical,reasons
[93] reasons,third
[93] reich,cover
[93] cover,#concentrationcamps
[93] #concentrationcamps,years

Top Word Pairs in Tweet in G3:
[16] search,law
[16] law,firms
[16] #divorce,#personalinjury
[16] #personalinjury,#wills
[16] #wills,#realestate
[16] #realestate,#dui
[16] #dui,#immigration
[16] #immigration,#commerciallaw
[16] #commerciallaw,more
[13] #canadapr,#expressentry

Top Word Pairs in Tweet in G4:
[15] dvillella,realdonaldtrump
[15] realdonaldtrump,bad
[15] bad,racist
[15] racist,people
[15] people,realdonaldtrump
[15] realdonaldtrump,whitehouse
[15] whitehouse,share
[14] soloyochapin,dvillella
[14] share,#immigrat
[8] michellemalkin,look

Top Word Pairs in Tweet in G5:
[49] recent,podcast
[49] podcast,nytimes
[49] nytimes,software
[49] software,engineer
[49] engineer,hampshire
[49] hampshire,tells
[49] tells,reporter
[49] reporter,laid
[48] ustechworkers,recent
[41] #sb386,#hb1044

Top Word Pairs in Tweet in G6:
[30] morning,fwdus
[30] fwdus,president
[30] president,thetoddschulte
[30] thetoddschulte,cnn
[30] cnn,discussed
[30] discussed,trump
[30] trump,administration's
[30] administration's,expanded
[30] expanded,travel
[30] travel,ban

Top Word Pairs in Tweet in G7:
[20] #haveaheart,#immigration
[19] reunited,278
[19] 278,days
[19] days,apart
[19] apart,first
[19] first,time
[19] time,fiance
[19] fiance,met
[19] met,daughter
[19] daughter,#haveaheart

Top Word Pairs in Tweet in G8:
[74] india,becoming
[74] becoming,silicon
[74] silicon,valley
[74] valley,many
[74] many,indians
[74] indians,graduating
[74] graduating,universities
[74] universities,returning
[74] returning,india
[74] india,create

Top Word Pairs in Tweet in G9:
[83] oh,wonderful
[83] wonderful,#democratsaredestroyingamerica
[83] #democratsaredestroyingamerica,horrendous
[83] horrendous,#immigration
[83] #immigration,laws
[83] laws,seventy
[83] seventy,five
[83] five,percent
[83] percent,illegal
[82] gerisk,oh

Top Word Pairs in Tweet in G10:
[25] #conservateurs,avons
[25] avons,stratégie
[25] stratégie,forte
[25] forte,ns
[25] ns,défendons
[25] défendons,civilisation
[25] civilisation,non
[25] non,marché
[24] racinesdavenir,#conservateurs
[24] marché,indiv

Top Replied-To
Top Replied-To in Entire Graph:
@borisjohnson
@realdonaldtrump
@rashidatlaib
@bal_immigration
@cnn
@cnnpolitics
@reptedlieu
@sensanders
@mikebloomberg
@barristersecret

Top Replied-To in G3:
@whitbyschool
@andmagazine

Top Replied-To in G4:
@realdonaldtrump
@rashidatlaib
@cnnpolitics
@mikebloomberg
@michellemalkin
@dhsgov
@arianamsawyer
@itsjefftiedrich
@dvillella
@jhendersonabc7

Top Replied-To in G5:
@sensanders
@malli1710
@nytimes
@s_phia_
@lovesthebern
@berniesanders

Top Replied-To in G6:
@cnn
@reptedlieu
@tonybaduy

Top Replied-To in G7:
@borisjohnson
@barristersecret
@ameliagentleman
@leaveeuofficial
@10downingstreet
@jcwi_uk
@ukhomeoffice

Top Replied-To in G9:
@legendaryenergy

Top Mentioned
Top Mentioned in Entire Graph:
@realjameswoods
@millercrime
@gerisk
@anirb_das
@nytimes
@ustechworkers
@realdonaldtrump
@racinesdavenir
@matteosalvinimi
@dominiquebilde

Top Mentioned in G1:
@realjameswoods

Top Mentioned in G2:
@millercrime
@waterdancer99
@aoc

Top Mentioned in G3:
@riyanvisas
@kidambilaw
@igkschool
@quantisuae

Top Mentioned in G4:
@realdonaldtrump
@whitehouse
@soloyochapin
@dvillella
@youtube
@jamesmdowns
@michellemalkin
@dhsgov
@pcliers
@washtimes

Top Mentioned in G5:
@nytimes
@ustechworkers
@marilicancio
@berniesanders
@thejusticedept
@gerisk
@immigrationfai1
@drpathaklk
@jeaninet3
@cacaa_anti_s386

Top Mentioned in G6:
@cnn
@fwdus
@thetoddschulte
@americasvoice
@jeff_jacoby
@douglasrivlin
@millercrime
@epochtimes
@valuefamilies
@isabeljsanchez

Top Mentioned in G7:
@leannesaphire
@m_star_online
@rishisunak
@lasermike
@angelsforeurope
@barristersecret
@ukhomeoffice
@borisjohnson
@patel4witham
@brandonlewis

Top Mentioned in G8:
@anirb_das
@justice_h1b
@david_j_bier
@pavan_dhillon
@vicenews
@catoinstitute

Top Mentioned in G9:
@gerisk
@realjameswoods
@jane_the_deplor
@daniellecorrell
@legendaryenergy
@youtube

Top Mentioned in G10:
@racinesdavenir
@tvlofficiel
@philippe_dormoy
@lucidus_f
@geoffroylejeune
@marionmarechal
@elevycauseur
@f_desouche

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@danielpilotte
@chris_1791
@immoralreport
@heelleclech
@monicasloves
@mlnangalama
@joefreedomlove
@independent
@missyjo79

Top Tweeters in G1:
@missyjo79
@myplace4u
@wardj15
@miltonespinozaf
@jstines3
@mitchiepoo46
@sandyriccobono
@tea_party_chris
@rentonmagauk
@friendlyjmc

Top Tweeters in G2:
@monicasloves
@greeeneyedwhwom
@rhiles2760
@lindacollins11
@lisahauser8
@betterw05759703
@sar_oso
@nancypeggy
@sexygirl798
@mlczone

Top Tweeters in G3:
@gadflyquebec
@kppotatoes
@occupyschagen
@pupsherlive
@yulandajones
@ln123champagne
@janzackbeasley
@boogiefinger
@metropulseusa
@mrhappy4870

Top Tweeters in G4:
@chris_1791
@immoralreport
@telegraaf
@nos
@washtimes
@chiefragingbull
@realmajordan
@jrlvr88
@cnnpolitics
@pamnsc

Top Tweeters in G5:
@nytimes
@fieldroamer
@wsj
@cyrusgeorgewa
@yashar
@rahulnair77
@sagaryogendra
@ancestralgriev1
@lord_curzon
@mdufay

Top Tweeters in G6:
@homegypsy
@bluebirdtrini
@noholidayforgop
@maryalicebisho2
@demfromct
@cnn
@robereid
@carolbr41960083
@ardamora
@larios_ester

Top Tweeters in G7:
@independent
@wildwalkerwoman
@euethnic
@leocullen4
@curiocat13
@dwpscumbags
@gracegrace90
@suefew
@iromg
@jazzaoxon

Top Tweeters in G8:
@var_nogood
@vicenews
@mkolken
@catoinstitute
@rishitus2001
@david_j_bier
@bhattkalpesh
@iis4313
@vijenderky
@ketikatyagi

Top Tweeters in G9:
@jimpolk
@ladydshops
@cannoneerfour
@sasky1959
@nighthawkmoon
@glezee81
@firelooker
@juliedeplorable
@archkennedy
@grandmapurse

Top Tweeters in G10:
@heelleclech
@votezpoisson
@brunedrot
@maralpoutine
@anesucre
@marie_joseph_p
@jairaison
@piert83
@jeanlg75
@pierre_1er


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