cambridgeanalytica, Twitter, 6/4/2020 4:05:43 PM, 228772


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cambridgeanalytica_2020-06-03_22-04-21.xlsx
cambridgeanalytica_2020-06-03_22-04-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 04, 2020
Short Description:
cambridgeanalytica via NodeXL https://bit.ly/30edbnX
@emmalbriant
@peterjukes
@piersmogan_gmb
@yscotsocialist
@facebook
@carolecadwalla
@realdonaldtrump
@moisturevapor8r
@chrissiegrech
@cummingsiskaput

Top hashtags:
#cambridgeanalytica
#covidー19
#dominiccummings

Description:
Description
The graph represents a network of 4,940 Twitter users whose tweets in the requested range contained "cambridgeanalytica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 04 June 2020 at 05:05 UTC.

The requested start date was Thursday, 04 June 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 28-day, 5-hour, 55-minute period from Tuesday, 05 May 2020 at 16:27 UTC to Tuesday, 02 June 2020 at 22:22 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 : 4940
Unique Edges : 3188
Edges With Duplicates : 8231
Total Edges : 11419
Number of Edge Types : 5
MentionsInRetweet : 5469
Replies to : 609
Retweet : 3839
Tweet : 533
Mentions : 969
Self-Loops : 614
Reciprocated Vertex Pair Ratio : 0.00653098420413123
Reciprocated Edge Ratio : 0.0129772144258337
Connected Components : 419
Single-Vertex Connected Components : 182
Maximum Vertices in a Connected Component : 3973
Maximum Edges in a Connected Component : 10123
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.426444
Graph Density : 0.000271613277122596
Modularity : 0.527292
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,940 Twitter users whose tweets in the requested range contained "cambridgeanalytica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 04 June 2020 at 05:05 UTC.

The requested start date was Thursday, 04 June 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 28-day, 5-hour, 55-minute period from Tuesday, 05 May 2020 at 16:27 UTC to Tuesday, 02 June 2020 at 22:22 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 : cambridgeanalytica
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.parliament.uk/business/committees/committees-a-z/commons-select/digital-culture-media-and-sport-committee/news/fake-news-briant-evidence-17-19/
[11] https://www.reddit.com/r/Mercerinfo/
[11] https://qz.com/1239762/cambridge-analytica-scandal-all-the-countries-where-scl-elections-claims-to-have-worked/
[8] https://www.c-span.org/video/?465293-1/facebook-ceo-testimony-house-financial-services-committee
[7] https://www.propagandamachine.tech/
[6] https://twitter.com/peterjukes/status/1257633137917603841
[5] https://revistaforum.com.br/politica/executiva-da-cambridge-analytica-diz-que-campanha-de-bolsonaro-usou-internet-para-desinformar-e-persuadir-eleitores/
[5] https://twitter.com/emmalbriant/status/1261459479431917570
[5] https://news.sky.com/story/coronavirus-public-urged-to-download-nhs-contact-tracing-app-how-it-works-11983077
[4] https://popofcolourmusic.com/lets-build-the-cambridge-analytica-of-music-thoughts-on-using-psychographics-for-promoting-singles/

Top URLs in Tweet in G1:
[19] https://www.parliament.uk/business/committees/committees-a-z/commons-select/digital-culture-media-and-sport-committee/news/fake-news-briant-evidence-17-19/
[7] https://www.propagandamachine.tech/
[2] https://twitter.com/emmalbriant/status/1261459479431917570
[2] https://twitter.com/vickerysec/status/1264202330179686401
[2] https://twitter.com/EmmaLBriant/status/1261459479431917570
[2] https://twitter.com/lulu_lemew/status/996738924985729026
[1] https://twitter.com/paulhilder/status/1155855781188788225?s=21
[1] https://twitter.com/paulhilder/status/1155855781188788225
[1] https://www.garanteprivacy.it/web/guest/home/docweb/-/docweb-display/docweb/9081475
[1] https://twitter.com/i/web/status/1261729473440997379

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1266341861393924097
[1] https://twitter.com/AdamRamsay/status/1190311342739210245
[1] https://twitter.com/i/web/status/1264501134359748608
[1] https://www.change.org/p/uk-parliament-public-vote-of-no-confidence-in-this-government-and-boris-johnson/exp/cl_/cl_sharecopy_20892457_en-GB/v1/82650150?utm_content=cl_sharecopy_20892457_en-GB%3Av1&recruiter=82650150&recruited_by_id=1a366bb1-29c3-4fb7-897b-3a513726014a&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial
[1] https://twitter.com/MirrorPolitics/status/1265379475627356161
[1] https://twitter.com/i/web/status/1264713519662063618
[1] https://twitter.com/cabinetofficeuk/status/1264613950790008835
[1] https://twitter.com/i/web/status/1264733106889723905
[1] https://twitter.com/i/web/status/1263999192852238336
[1] https://twitter.com/i/web/status/1260574112004689922

Top URLs in Tweet in G3:
[3] https://giphy.com/gifs/cambridgeanalytica-cloudcommerce-bradparscale-JmJrSXzWu1KqUS081h
[2] https://twitter.com/ewarren/status/1266108526394576916
[2] https://twitter.com/JimCarrey/status/1262142414598348802?s=19
[2] https://www.independent.co.uk/life-style/gadgets-and-tech/news/mark-zuckerberg-facebook-data-scandal-lied-congress-david-cicilline-a8384261.html
[1] https://twitter.com/jdpoc/status/1258493297636659201
[1] https://twitter.com/Tingaling007/status/1257650717675921409
[1] https://twitter.com/Ian_Fraser/status/1256584202117578754
[1] https://twitter.com/paulmcleary/status/1258414261950431233
[1] https://twitter.com/AlxThomp/status/1265790114455838731
[1] https://twitter.com/michelleinbklyn/status/1265992014631448577

Top URLs in Tweet in G4:
[2] https://twitter.com/peterjukes/status/1257633137917603841
[1] https://twitter.com/i/web/status/1266004332664815616
[1] https://twitter.com/i/web/status/1264507872907612162
[1] https://twitter.com/i/web/status/1264517054855593984
[1] https://twitter.com/i/web/status/1265259932124942336
[1] https://twitter.com/i/web/status/1264971165996593153
[1] https://twitter.com/i/web/status/1264810706907660288
[1] https://twitter.com/carolecadwalla/status/1264141088010493954

Top URLs in Tweet in G5:
[1] https://twitter.com/campbellclaret/status/1265721230721724417
[1] https://twitter.com/mattuthompson/status/1258335768029753348

Top URLs in Tweet in G6:
[5] https://news.sky.com/story/coronavirus-public-urged-to-download-nhs-contact-tracing-app-how-it-works-11983077
[2] https://www.nytimes.com/2019/10/09/books/review-christopher-wylie-targeted-brittany-kaiser-cambridge-analytica.html?smid=tw-share
[1] https://twitter.com/ChristophrBurke/status/1257631632229613568
[1] https://twitter.com/twr1/status/1257714073963241479
[1] https://twitter.com/cpeedell/status/1258719688261079041
[1] https://twitter.com/i/web/status/1258741872467546112
[1] https://twitter.com/DrLindaDykes/status/1256909729550532608
[1] https://twitter.com/i/web/status/1259387911541227523
[1] https://twitter.com/i/web/status/1259395340874244096
[1] https://twitter.com/i/web/status/1259396328012099585

Top URLs in Tweet in G7:
[4] https://popofcolourmusic.com/lets-build-the-cambridge-analytica-of-music-thoughts-on-using-psychographics-for-promoting-singles/
[2] https://twitter.com/peterjukes/status/1257633137917603841
[2] https://twitter.com/emmalbriant/status/1261459479431917570
[2] https://www.theguardian.com/news/series/cambridge-analytica-files
[2] https://newsloose.com/2018/04/09/now-congress-cambridge-analytica-is-planning-violence-in-sawarn-andolan/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://www.telegraph.co.uk/news/2020/05/04/failure-join-google-apple-tracing-app-could-mean-britons-unable/
[1] https://www.cnet.com/es/noticias/facebook-peru-app-navegar-gratis-cualquier-sitio/
[1] https://twitter.com/drlindadykes/status/1257587430460448768
[1] https://www.cybermdx.com/blog/the-ccpa-and-healthcare-what-you-need-to-know?utm_campaign=April%202020%3A%20best%20of%20social&utm_content=127039935&utm_medium=social&utm_source=twitter&hss_channel=tw-872075482384224257
[1] https://fas.org/nuke/guide/china/doctrine/unresw1.htm

Top URLs in Tweet in G8:
[4] https://twitter.com/safeagain1/status/978648632105762819
[2] https://www.daserste.de/information/wissen-kultur/ttt/sendung/br/fake-100.html
[1] https://twitter.com/DrDenaGrayson/status/980422016351260672
[1] https://twitter.com/MoistureVapor8r/status/1259904816261689344
[1] https://slate.com/news-and-politics/2018/08/mueller-investigation-don-mcgahn-has-not-turned-on-trump.html?wpsrc=sh_all_dt_tw_ru
[1] https://twitter.com/i/web/status/1259904816261689344
[1] https://www.youtube.com/watch?v=Uj81gUIu09Q&feature=youtu.be

[1] https://twitter.com/big_cases/status/1261066513680916480
[1] http://guardian.co.tt/news/cambridge-analytica-whisteblower-fears-for-his-life-in-tt-6.2.898180.8d089e9040
[1] https://twitter.com/carolecadwalla/status/1125033211334221824

Top URLs in Tweet in G9:
[3] https://twitter.com/jdpoc/status/1258493297636659201
[1] https://twitter.com/i/web/status/1266117922151436290
[1] https://twitter.com/i/web/status/1264633900422365192
[1] https://twitter.com/i/web/status/1265035834375524362
[1] https://twitter.com/humongous_huw/status/1260360179306070019
[1] https://twitter.com/paulmcleary/status/1258414261950431233
[1] https://twitter.com/Tingaling007/status/1257650717675921409

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1264314173678399492
[1] https://twitter.com/soniaadesara/status/1265919963182874625
[1] https://www.bbc.co.uk/news/uk-52829357
[1] https://twitter.com/i/web/status/1264851248869781505
[1] https://twitter.com/AdamRamsay/status/1190311342739210245
[1] https://www.theguardian.com/uk-news/2018/jun/06/cambridge-analytica-brittany-kaiser-julian-assange-wikileaks?CMP=share_btn_tw
[1] https://twitter.com/i/web/status/1264480365256871936
[1] https://www.parliament.uk/business/committees/committees-a-z/commons-select/digital-culture-media-and-sport-committee/news/fake-news-briant-evidence-17-19/
[1] https://twitter.com/docrussjackson/status/1257799143835172869?s=20
[1] https://twitter.com/docrussjackson/status/1257799143835172869

Top Domains
Top Domains in Tweet in Entire Graph:
[441] twitter.com
[22] parliament.uk
[21] youtube.com
[14] theguardian.com
[11] reddit.com
[11] qz.com
[8] c-span.org
[8] co.uk
[7] propagandamachine.tech
[7] nytimes.com

Top Domains in Tweet in G1:
[29] twitter.com
[20] parliament.uk
[7] propagandamachine.tech
[1] garanteprivacy.it
[1] co.uk
[1] fastcompany.com
[1] digitalfreedomfund.org

Top Domains in Tweet in G2:
[13] twitter.com
[1] change.org
[1] channel4.com
[1] co.uk

Top Domains in Tweet in G3:
[48] twitter.com
[4] theguardian.com
[3] giphy.com
[2] co.uk
[1] businessinsider.com
[1] mediapost.com
[1] cnn.com
[1] vox.com
[1] wikipedia.org
[1] youtube.com

Top Domains in Tweet in G4:
[9] twitter.com

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G6:
[41] twitter.com
[5] sky.com
[2] nytimes.com
[1] gov.uk
[1] theguardian.com

Top Domains in Tweet in G7:
[82] twitter.com
[4] cybermdx.com
[4] youtube.com
[4] popofcolourmusic.com
[3] theguardian.com
[2] instagram.com
[2] businessinsider.com
[2] bylinetimes.com
[2] wionews.com
[2] newsloose.com

Top Domains in Tweet in G8:
[18] twitter.com
[2] daserste.de
[1] slate.com
[1] youtube.com
[1] co.tt
[1] br.de
[1] amazon.com
[1] mlex.com
[1] channel4.com

Top Domains in Tweet in G9:
[9] twitter.com

Top Domains in Tweet in G10:
[7] twitter.com
[1] co.uk
[1] theguardian.com
[1] parliament.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3067] cambridgeanalytica
[889] covidー19
[135] dominiccummings
[118] facebook
[106] greathack
[96] cummings
[75] brexit
[70] voteleave
[69] dataprotection
[69] trackandtrace



Top Hashtags in Tweet in G1:
[722] cambridgeanalytica
[15] scl
[12] voteleave
[9] facebook
[8] leaveeu
[6] brexit
[6] ageverification
[6] thegreathack
[5] skn
[4] fakenews

Top Hashtags in Tweet in G2:
[587] cambridgeanalytica
[454] covidー19
[83] greathack
[43] covid2019
[9] covidー19
[2] scl
[2] downingstreet
[2] demonicc
[2] covid19
[2] torydictatorship

Top Hashtags in Tweet in G3:
[288] cambridgeanalytica
[69] dominiccummings
[52] trumprussia
[22] facebook
[19] deletefacebook
[14] thegreathack
[11] russia
[10] putin
[9] zuckerberg
[8] markzuckerberg

Top Hashtags in Tweet in G4:
[355] covidー19
[79] cambridgeanalytica
[13] covidー19
[7] releasetherussiareport
[6] contemptofparliament
[5] dominiccummings
[4] prorogueparliament
[4] unlawful
[4] arcuri
[4] russia

Top Hashtags in Tweet in G5:
[25] cambridgeanalytica
[18] covidー19
[4] cummings
[3] us
[2] greathack
[1] brexit
[1] aiq
[1] thegreathack
[1] dominiccummings
[1] toxictories

Top Hashtags in Tweet in G6:
[145] cambridgeanalytica
[27] isleofwight
[27] nhsz
[21] nhsapp
[14] palantir
[14] facultyai
[11] cummings
[8] bigdata
[8] covidー19
[5] greathack

Top Hashtags in Tweet in G7:
[173] cambridgeanalytica
[17] facebook
[9] brexit
[9] trump
[6] ccpa
[5] dominiccummings
[4] thegreathack
[4] zuckerberg
[4] mercer
[4] psychographics

Top Hashtags in Tweet in G8:
[86] cambridgeanalytica
[7] mindfuck
[6] brexit
[6] robertmercer
[6] facebook
[4] trump
[4] mercer
[4] kushner
[4] followthemoney
[4] bradparscale

Top Hashtags in Tweet in G9:
[39] cambridgeanalytica
[11] palantir
[11] covidー19
[6] covidapp
[5] peterthiel
[4] nhs
[4] privacy
[4] security
[4] dominiccummimgs
[4] starmer

Top Hashtags in Tweet in G10:
[99] cambridgeanalytica
[20] brexit
[18] thegreathack
[17] robertmercer
[16] brexitlies
[10] covidー19
[6] cummings
[5] herdimmunity
[4] voteleavebrokethelaw
[4] darkads

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[1193] map
[725] emmalbriant
[719] #cambridgeanalytica
[604] project
[602] first
[600] interactive
[592] breaking
[591] collate
[591] analyze
[591] reporting

Top Words in Tweet in G2:
[587] #cambridgeanalytica
[565] peterjukes
[528] app
[503] trending
[479] tracking
[461] britain
[460] going
[460] alone
[460] centralised
[460] starts

Top Words in Tweet in G3:
[288] #cambridgeanalytica
[145] facebook
[122] realdonaldtrump
[69] #dominiccummings
[68] carolecadwalla
[60] propaganda
[57] data
[54] cummingsiskaput
[53] led
[52] zuckerberg

Top Words in Tweet in G4:
[375] app
[355] #covidãƒ
[355] 19
[340] friends
[338] contract
[338] tracing
[338] developed
[338] ex
[338] cambridge
[338] analytica

Top Words in Tweet in G5:
[307] cummings
[307] data
[305] breaking
[304] dominic
[303] mad
[303] lockdown
[303] rules
[303] wait
[303] till
[303] hear

Top Words in Tweet in G6:
[145] #cambridgeanalytica
[115] data
[61] jdpoc
[57] '
[54] anyone
[53] app
[50] government
[48] people
[41] linked
[41] same

Top Words in Tweet in G7:
[172] #cambridgeanalytica
[26] data
[16] #facebook
[14] app
[12] cambridgeanalytica
[11] cummings
[11] scandal
[11] cambridge
[11] analytica
[10] people

Top Words in Tweet in G8:
[85] #cambridgeanalytica
[34] chrisinsilico
[22] map
[14] emmalbriant
[12] first
[12] wylie
[11] breaking
[11] interactive
[11] live
[11] project

Top Words in Tweet in G9:
[109] run
[108] government
[107] chrissiegrech
[106] becoming
[106] crystal
[106] clear
[106] 'government'
[106] really
[106] massive
[106] crime

Top Words in Tweet in G10:
[99] #cambridgeanalytica
[77] jorichardskent
[76] tomtugendhat
[72] borisjohnson
[64] cummings
[63] conservatives
[60] never
[59] utter
[59] madness
[59] forgive

Top Word Pairs
Top Word Pairs in Tweet in G2:
[591] tracking,app
[591] britain,going
[591] going,alone
[591] alone,centralised
[591] app,#cambridgeanalytica
[591] #cambridgeanalytica,starts
[588] starts,trending
[588] trending,response
[588] peterjukes,britain
[588] #covidãƒ,19

Top Word Pairs in Tweet in G3:
[477] pippacrerar,#dominiccummings
[460] #dominiccummings,black
[460] black,propaganda
[460] propaganda,machine
[460] machine,led
[460] led,#cambridgeanalytica
[460] #cambridgeanalytica,working
[460] working,overdrive
[459] cummingsiskaput,pippacrerar
[454] appears,team

Top Word Pairs in Tweet in G4:
[47] #covidãƒ,19
[47] contract,tracing
[47] tracing,app
[47] app,developed
[47] developed,ex
[47] ex,cambridge
[47] cambridge,analytica
[47] analytica,employees
[46] employees,friends
[41] piersmogan_gmb,govtâ

Top Word Pairs in Tweet in G5:
[355] mad,dominic
[338] dominic,cummings
[338] cummings,breaking
[338] breaking,lockdown
[338] lockdown,rules
[338] rules,wait
[338] wait,till
[338] till,hear
[338] hear,done
[325] done,online

Top Word Pairs in Tweet in G6:
[303] same,people
[303] people,ran
[303] ran,#cambridgeanalytica
[303] problem,'
[303] ',same
[303] #cambridgeanalytica,industrial
[303] industrial,data
[303] data,harvesting
[303] harvesting,fraud
[303] jdpoc,'what's

Top Word Pairs in Tweet in G7:
[31] cambridge,analytica
[31] #cambridgeanalytica,scandal
[31] city,lan
[30] #ccpa,born
[30] born,reaction
[30] reaction,#cambridgeanalytica
[30] scandal,set
[30] set,bear
[30] bear,impact
[29] impact,wide

Top Word Pairs in Tweet in G8:
[10] emmalbriant,breaking
[9] breaking,interactive
[8] interactive,#cambridgeanalytica
[6] #cambridgeanalytica,map
[6] map,live
[6] live,first
[6] first,project
[6] project,collate
[6] collate,analyze
[6] analyze,map

Top Word Pairs in Tweet in G9:
[11] becoming,crystal
[11] crystal,clear
[11] clear,'government'
[11] 'government',really
[11] really,government
[11] government,massive
[11] massive,crime
[11] crime,syndicate
[11] syndicate,run
[11] chrissiegrech,becoming

Top Word Pairs in Tweet in G10:
[106] jorichardskent,tomtugendhat
[106] tomtugendhat,utter
[106] utter,madness
[106] madness,never
[106] never,forgive
[106] forgive,conservatives
[106] conservatives,borisjohnson
[106] borisjohnson,cummings
[106] cummings,#cambridgeanalytica
[105] #cambridgeanalytica,co

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@humanrightslaw
@skynews

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@conorjrogers
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@carolecadwalla
@debramessing
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@fransfedup

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@peterjukes
@piersmogan_gmb
@yscotsocialist
@facebook
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@realdonaldtrump
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@peterjukes
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Top Mentioned in G3:
@facebook
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@carolecadwalla
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@thomasgambrel2
@projectlincoln
@bremaininspain
@parscale
@twitter

Top Mentioned in G4:
@piersmogan_gmb
@peterjukes
@beaumontbee
@emmalbriant
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Top Mentioned in G5:
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@piersmogan_gmb
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@jdpoc
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@davidallengreen

Top Mentioned in G7:
@bear_roar
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Top Mentioned in G8:
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@diascsar1
@repadamschiff
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@isolatedbrit
@zelo_street

Top Mentioned in G9:
@chrissiegrech
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@redgreenaction
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Top Mentioned in G10:
@jorichardskent
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@borisjohnson
@conservatives
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@emmalbriant
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@carolecadwalla
@bbcnews
@cnn

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@sectest9
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@jurylady5
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@applesupport
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@inabster
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@dichristine
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@allchanges
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@akuma_river
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@lesleygsmith3
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Top Tweeters in G5:
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Top Tweeters in G6:
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Top Tweeters in G7:
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Top Tweeters in G8:
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