cambridgeanalytica, Twitter, 11/25/2021 6:51:15 AM, 266953


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cambridgeanalytica_2021-11-24_22-16-24.xlsx
cambridgeanalytica_2021-11-24_22-16-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2021
Short Description:
cambridgeanalytica via NodeXL https://bit.ly/3nRB9Rm
@drdenagrayson
@stefsimanowitz
@khadymany
@facebook
@moisturevapor8r
@emmalbriant
@chrisinsilico
@isawthesethings
@saintsfan5348
@profcarroll

Top hashtags:
#cambridgeanalytica
#facebook
#deletezuckerbergonetime4all

Description:
Description
The graph represents a network of 5,768 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, 25 November 2021 at 06:23 UTC.

The requested start date was Thursday, 25 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 84-day, 9-hour, 41-minute period from Wednesday, 01 September 2021 at 00:15 UTC to Wednesday, 24 November 2021 at 09:57 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 : 5768
Unique Edges : 4127
Edges With Duplicates : 13804
Total Edges : 17931
Number of Edge Types : 5
MentionsInRetweet : 8012
Mentions : 3170
Replies to : 738
Retweet : 5317
Tweet : 694
Self-Loops : 1244
Reciprocated Vertex Pair Ratio : 0.0104592450108199
Reciprocated Edge Ratio : 0.0207019631171921
Connected Components : 385
Single-Vertex Connected Components : 197
Maximum Vertices in a Connected Component : 4873
Maximum Edges in a Connected Component : 16684
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.127529
Graph Density : 0.000252675139796542
Modularity : 0.410401
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,768 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, 25 November 2021 at 06:23 UTC.

The requested start date was Thursday, 25 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 84-day, 9-hour, 41-minute period from Wednesday, 01 September 2021 at 00:15 UTC to Wednesday, 24 November 2021 at 09:57 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:
[215] https://www.mesopinions.com/petition/social/delete-zuckerberg-time-4/161348?source=link&tmstp=1635455910&p=sharing
[63] https://www.youtube.com/playlist?list=PL-zN6FEF38uISSC4uXjsGXiOU-b-CbH1D

[37] https://www.youtube.com/watch?v=MBc_V7xNzCE&feature=youtu.be

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

[26] https://www.youtube.com/watch?v=n_7spS6zqT8&feature=youtu.be

[26] https://qz.com/1239762/cambridge-analytica-scandal-all-the-countries-where-scl-elections-claims-to-have-worked/
[21] https://www.mesopinions.com/petition/social/delete-zuckerberg-time-4/161348?source=twitter
[13] http://www.mesopinions.com/
[12] https://www.reddit.com/r/Mercerinfo/
[12] https://medium.com/textifire/cambridge-analyticas-koch-disciples-30b2740325ef

Top URLs in Tweet in G1:
[1] https://www.politico.com/news/2021/09/21/facebook-paid-billions-extra-to-the-ftc-to-spare-zuckerberg-in-data-suit-shareholders-allege-513456
[1] https://www.desmog.com/2018/03/21/web-power-how-cambridge-analytica-sits-heart-brexit-trump-and-climate-science-denial/
[1] https://twitter.com/DrDenaGrayson/status/1440645465637154821

Top URLs in Tweet in G2:
[3] https://twitter.com/StefSimanowitz/status/1310607600422133771
[2] https://twitter.com/stefsimanowitz/status/1330489040387366914
[2] https://twitter.com/StefSimanowitz/status/1125022414860095490
[2] https://twitter.com/stefsimanowitz/status/1310607600422133771
[1] https://twitter.com/i/web/status/1212874957807652864
[1] https://twitter.com/carolecadwalla/status/1212790741149343747
[1] https://twitter.com/StefSimanowitz/status/1327718240622170113
[1] https://www.gov.uk/government/news/7-year-disqualification-for-cambridge-analytica-boss
[1] https://www.latimes.com/politics/story/2020-08-20/stephen-bannon-charged-with-fraud-by-new-york-prosecutor
[1] https://twitter.com/StefSimanowitz/status/1402981026884816896

Top URLs in Tweet in G3:
[4] https://www.youtube.com/watch?v=kdlG1sAY1SkUsing

[2] https://www.parliament.uk/business/committees/committees-a-z/commons-select/digital-culture-media-and-sport-committee/news/fake-news-briant-evidence-17-19/
[2] https://www.propagandamachine.tech/
[2] https://twitter.com/fbnewsroom/status/1450154002755178499
[2] https://twitter.com/emmalbriant/status/1319679617003827206?s=21
[1] https://twitter.com/profcarroll/status/1459367465377570820
[1] https://twitter.com/carolecadwalla/status/1445483809562972161
[1] https://twitter.com/HindsightFiles/status/1220072854416502787
[1] http://emma-briant.co.uk/books/media-reporting-cambridge-analytica/
[1] https://twitter.com/jason_kint/status/1440316020988645385

Top URLs in Tweet in G4:
[26] https://qz.com/1239762/cambridge-analytica-scandal-all-the-countries-where-scl-elections-claims-to-have-worked/
[2] https://www.theguardian.com/news/2018/mar/17/cambridge-academic-trawling-facebook-had-links-to-russian-university
[2] https://twitter.com/kelly2277/status/978712295256870912?s=21
[2] https://www.youtube.com/watch?v=kdlG1sAY1SkUsing

[1] https://twitter.com/cbailiss/status/1462077299013169161
[1] https://twitter.com/i/web/status/1433077024881618947
[1] https://twitter.com/i/web/status/1444537698069458944
[1] https://twitter.com/i/web/status/1444537931356585984
[1] https://twitter.com/i/web/status/1460084076531101705
[1] https://twitter.com/i/web/status/1438406319292260355

Top URLs in Tweet in G5:
[215] https://www.mesopinions.com/petition/social/delete-zuckerberg-time-4/161348?source=link&tmstp=1635455910&p=sharing
[63] https://www.youtube.com/playlist?list=PL-zN6FEF38uISSC4uXjsGXiOU-b-CbH1D

[37] https://www.youtube.com/watch?v=MBc_V7xNzCE&feature=youtu.be

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

[26] https://www.youtube.com/watch?v=n_7spS6zqT8&feature=youtu.be

[21] https://www.mesopinions.com/petition/social/delete-zuckerberg-time-4/161348?source=twitter
[13] http://www.mesopinions.com/
[9] https://www.youtube.com/watch?v=9kpKDaF3IFw&feature=youtu.be

[8] https://www.youtube.com/watch?v=kSyJxa0XtQo&feature=youtu.be

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


Top URLs in Tweet in G6:
[5] https://www.youtube.com/watch?v=ino2nhDW5Lg

[4] https://techworldoracle.wordpress.com/2021/09/05/security-news-september-2021/
[3] https://www.rawstory.com/mark-zuckerberg-personally-involved-in-decisions-related-to-cambridge-analytica-says-dc-attorney-general/
[2] https://twitter.com/carolecadwalla/status/1459515068937383940
[2] https://www.theguardian.com/technology/2021/sep/24/facebook-overpaid-in-data-settlement-to-avoid-naming-zuckerberg
[2] https://twitter.com/AGKarlRacine/status/1450787572112838658
[2] https://slate.com/technology/2018/05/the-locationsmart-scandal-is-bigger-than-cambridge-analytica-heres-why-no-one-is-talking-about-it.html
[1] http://www.connectedaction.net/shop/
[1] https://twitter.com/MoistureVapor8r/status/872995400377970688
[1] https://twitter.com/brendan_fischer/status/1317190588752646145

Top URLs in Tweet in G7:
[4] https://twitter.com/AGKarlRacine/status/1450787572112838658
[4] https://acredite.co/dados-facebook-cambridge-analytica/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://hipertextual.com/2021/09/facebook-files
[3] https://esdcloudmedia.com/product/mindfc
[3] https://www.youtube.com/watch?v=Tp8JcpYbL_8

[2] https://cambridgeanalytica.org/
[2] https://www.socialnews.xyz/2021/09/22/fb-paid-billions-extra-to-spare-zuck-in-cambridge-analytica-probe/
[2] https://www.theguardian.com/technology/2021/sep/24/facebook-overpaid-in-data-settlement-to-avoid-naming-zuckerberg?CMP=Share_iOSApp_Other
[2] https://www.theguardian.com/technology/2021/sep/24/facebook-overpaid-in-data-settlement-to-avoid-naming-zuckerberg
[2] https://leave.eu/

Top URLs in Tweet in G8:
[3] https://bakerstreetherald.com/
[1] https://twitter.com/i/web/status/1447192691662630918
[1] https://twitter.com/i/web/status/1456926711388508160
[1] https://alastaircampbell.org/2020/12/the-brexit-revolutionaries-have-barely-begun-britain-needs-to-wake-up-fast/?s=09
[1] https://bylinetimes.com/2020/07/21/the-russia-report-what-has-boris-johnson-got-to-hide-by-refusing-to-investigate-russian-interference-in-brexit/
[1] https://www.theguardian.com/commentisfree/2021/oct/01/boris-johnson-rigging-the-system-power-courts-protest-elections
[1] https://twitter.com/i/web/status/1452775310282444803
[1] https://twitter.com/i/web/status/1452776618112557057
[1] https://www.opendemocracy.net/en/opendemocracyuk/boris-johnson-accused-of-appalling-attack-on-election-watchdog/?s=08
[1] https://www.theguardian.com/technology/2021/sep/24/facebook-overpaid-in-data-settlement-to-avoid-naming-zuckerberg

Top URLs in Tweet in G9:
[2] https://www.theepochtimes.com/facebook-investor-company-paid-5-billion-to-ftc-as-quid-pro-quo-to-shield-zuckerberg_4011675.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub

Top URLs in Tweet in G10:
[1] https://twitter.com/jennycohn1/status/1458999784128192516
[1] https://twitter.com/jason_kint/status/1440304941428473857
[1] https://twitter.com/i/web/status/1447183939483979778
[1] https://twitter.com/i/web/status/1447184623298129926
[1] https://twitter.com/carolecadwalla/status/1456891803748155396
[1] https://twitter.com/i/web/status/1438447907796131840
[1] https://twitter.com/carolecadwalla/status/1459515068937383940
[1] https://www.rawstory.com/cambridge-analytica-russia-data-mining/
[1] https://www.rawstory.com/mark-zuckerberg-personally-involved-in-decisions-related-to-cambridge-analytica-says-dc-attorney-general/
[1] https://twitter.com/i/web/status/1457115077618896901

Top Domains
Top Domains in Tweet in Entire Graph:
[508] twitter.com
[253] youtube.com
[249] mesopinions.com
[32] theguardian.com
[26] qz.com
[13] medium.com
[12] lemonde.fr
[12] reddit.com
[10] co.uk
[10] nytimes.com

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

Top Domains in Tweet in G2:
[43] twitter.com
[3] youtube.com
[1] gov.uk
[1] latimes.com
[1] bylinetimes.com
[1] theguardian.com
[1] techpulse.be

Top Domains in Tweet in G3:
[52] twitter.com
[5] youtube.com
[3] parliament.uk
[2] propagandamachine.tech
[2] gov.uk
[2] theguardian.com
[2] ft.com
[1] co.uk
[1] opendemocracy.net
[1] cnn.com

Top Domains in Tweet in G4:
[42] twitter.com
[26] qz.com
[3] youtube.com
[2] theguardian.com
[2] amazon.com
[1] archive.org
[1] nytimes.com
[1] mysanantonio.com
[1] parliament.uk
[1] co.nz

Top Domains in Tweet in G5:
[249] mesopinions.com
[222] youtube.com
[48] twitter.com
[12] theguardian.com
[12] lemonde.fr
[7] bbc.com
[6] europa.eu
[6] nodexlgraphgallery.org
[5] lpnt.fr
[3] co.uk

Top Domains in Tweet in G6:
[121] twitter.com
[8] youtube.com
[4] wordpress.com
[3] rawstory.com
[2] theguardian.com
[2] washingtonpost.com
[2] slate.com
[1] connectedaction.net
[1] pewresearch.org
[1] npr.org

Top Domains in Tweet in G7:
[78] twitter.com
[7] youtube.com
[5] theguardian.com
[4] socmedsean.com
[4] acredite.co
[3] hipertextual.com
[3] co.uk
[3] nytimes.com
[3] esdcloudmedia.com
[2] cambridgeanalytica.org

Top Domains in Tweet in G8:
[16] twitter.com
[3] bakerstreetherald.com
[3] theguardian.com
[1] alastaircampbell.org
[1] bylinetimes.com
[1] opendemocracy.net
[1] spiegel.de
[1] youtube.com

Top Domains in Tweet in G9:
[2] theepochtimes.com

Top Domains in Tweet in G10:
[14] twitter.com
[2] rawstory.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3915] cambridgeanalytica
[2410] facebook
[590] deletezuckerbergonetime4all
[442] brexit
[290] fakenews
[271] fnrnlepen
[236] capitolriots
[234] trump2016
[233] disinformation
[229] palantir



Top Hashtags in Tweet in G1:
[1635] facebook
[313] cambridgeanalytica
[1] brexitdisaster
[1] cop26
[1] putin
[1] ententecordiale
[1] pasassezcher

Top Hashtags in Tweet in G2:
[739] cambridgeanalytica
[174] palantir
[76] brexit
[57] facebook
[42] covid19
[35] scl
[25] peterthiel
[22] facultyai
[10] daphnecaruanagalizia
[7] covid

Top Hashtags in Tweet in G3:
[370] cambridgeanalytica
[62] facebook
[38] brexit
[26] scl
[19] bannon
[11] palantir
[11] mercer
[10] borisjohnson
[9] russia
[8] projectalamo

Top Hashtags in Tweet in G4:
[188] cambridgeanalytica
[71] psyops
[50] facebook
[30] palantir
[16] robertmercer
[15] fraudit
[13] peterthiel
[12] kochnetwork
[12] peopleyoumayknow
[11] stevebannon

Top Hashtags in Tweet in G5:
[861] cambridgeanalytica
[590] deletezuckerbergonetime4all
[285] fakenews
[271] fnrnlepen
[245] brexit
[234] capitolriots
[233] trump2016
[225] disinformation
[224] génocides
[160] facebook

Top Hashtags in Tweet in G6:
[362] cambridgeanalytica
[101] gefraud
[97] crimescene
[95] fb
[78] call4corbyn
[73] trump
[70] robertmercer
[68] facebook
[68] siliconvalley
[66] zuckerberg

Top Hashtags in Tweet in G7:
[207] cambridgeanalytica
[77] facebook
[17] zuckerberg
[15] markzuckerberg
[14] brexit
[11] deletefacebook
[11] thegreathack
[11] meta
[5] data
[5] franceshaugen

Top Hashtags in Tweet in G8:
[48] cambridgeanalytica
[20] thegreathack
[10] voteleave
[8] brexitisacrimescene
[5] stevebannonindicted
[5] notmovingon
[5] brexit
[4] corruptleavecampaign
[4] mustseetv
[4] russiareport

Top Hashtags in Tweet in G9:
[124] facebook
[124] cambridgeanalytica
[2] markzuckerberg

Top Hashtags in Tweet in G10:
[77] cambridgeanalytica
[40] zuckerberg
[25] thomtillis
[25] johnbolton
[17] facebook
[10] mercers
[8] psyops
[7] data
[7] proud
[7] fb

Top Words
Top Words in Tweet in Entire Graph:
[3921] #cambridgeanalytica
[2399] #facebook
[1793] billion
[1785] drdenagrayson
[1654] company
[1565] more
[1515] ftc
[1470] nearly
[1454] overpaid
[1441] shareholders

Top Words in Tweet in G1:
[1635] #facebook
[1634] drdenagrayson
[1634] billion
[1329] sue
[1329] ftc
[1328] shareholders
[1328] alleging
[1328] company
[1328] overpaid
[1328] nearly

Top Words in Tweet in G2:
[920] stefsimanowitz
[739] #cambridgeanalytica
[393] bannon
[387] chrisinsilico
[383] build
[381] 2015
[321] tool
[320] psychological
[319] warfare
[315] hollow

Top Words in Tweet in G3:
[370] #cambridgeanalytica
[190] emmalbriant
[176] facebook
[97] saintsfan5348
[96] profcarroll
[86] ftc
[79] mother
[77] more
[70] lawsuits
[67] zuckerberg

Top Words in Tweet in G4:
[201] global
[199] mercer
[189] #cambridgeanalytica
[182] isawthesethings
[151] zuckerberg
[146] reach
[146] breathtaking
[135] mapped
[108] money
[105] 60minutes

Top Words in Tweet in G5:
[872] #cambridgeanalytica
[688] khadymany
[590] #deletezuckerbergonetime4all
[305] stop
[285] #fakenews
[283] #fnrnlepen
[282] aoc
[245] #brexit
[234] #capitolriots
[233] #trump2016

Top Words in Tweet in G6:
[356] #cambridgeanalytica
[101] #gefraud
[96] #crimescene
[95] #fb
[91] facebook
[78] #call4corbyn
[72] #trump
[70] #robertmercer
[67] data
[67] #facebook

Top Words in Tweet in G7:
[203] #cambridgeanalytica
[74] #facebook
[40] facebook
[29] data
[20] cambridge
[20] analytica
[20] zuckerberg
[17] #zuckerberg
[15] #markzuckerberg
[14] #brexit

Top Words in Tweet in G8:
[48] #cambridgeanalytica
[31] uk
[22] 2016
[20] #thegreathack
[18] jimstewartson
[15] jcrgordon5
[15] referendum
[12] people
[12] electoral
[11] netflix

Top Words in Tweet in G9:
[124] lawsuit
[124] against
[124] #facebook
[124] reveals
[124] details
[124] #cambridgeanalytica
[124] scandal
[124] claiming
[122] epochtimes
[81] recently

Top Words in Tweet in G10:
[90] mog7546
[77] #cambridgeanalytica
[59] data
[44] protect
[40] #zuckerberg
[38] involved
[37] failure
[37] user
[37] personally
[37] decisions

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1436] alleging,company
[1435] shareholders,sue
[1434] sue,#facebook
[1434] #facebook,alleging
[1434] company,overpaid
[1434] overpaid,nearly
[1434] nearly,billion
[1434] billion,more
[1434] more,ftc
[1434] ftc,original

Top Word Pairs in Tweet in G1:
[1328] shareholders,sue
[1328] sue,#facebook
[1328] #facebook,alleging
[1328] alleging,company
[1328] company,overpaid
[1328] overpaid,nearly
[1328] nearly,billion
[1328] billion,more
[1328] more,ftc
[1328] ftc,original

Top Word Pairs in Tweet in G2:
[319] psychological,warfare
[319] warfare,tool
[315] build,psychological
[315] #cambridgeanalytica,chrisinsilico
[311] 2015,bannon
[311] stefsimanowitz,2015
[310] chrisinsilico,build
[310] tool,hollow
[306] hollow,democracy
[305] bannon,told

Top Word Pairs in Tweet in G3:
[62] facebook,paid
[61] mother,facebook
[61] facebook,#cambridgeanalytica
[61] #cambridgeanalytica,lawsuits
[61] lawsuits,alleges
[61] alleges,facebook
[61] paid,ftc
[61] ftc,billions
[61] billions,extra
[61] extra,protect

Top Word Pairs in Tweet in G4:
[137] global,reach
[136] breathtaking,global
[134] mapped,breathtaking
[127] reach,mercer
[105] 60minutes,zuckerberg
[105] zuckerberg,colleagues
[104] colleagues,money
[104] money,mapped
[104] isawthesethings,60minutes
[64] bannon,mercer

Top Word Pairs in Tweet in G5:
[277] #deletezuckerbergonetime4all,#deletezuckerbergonetime4all
[266] #fnrnlepen,#cambridgeanalytica
[242] #deletezuckerbergonetime4all,aoc
[225] hey,humans
[225] #cambridgeanalytica,#capitolriots
[224] humans,over
[224] over,world
[224] #capitolriots,#disinformation
[224] #disinformation,#fakenews
[224] #fakenews,#génocides

Top Word Pairs in Tweet in G6:
[91] #gefraud,#crimescene
[90] #crimescene,#cambridgeanalytica
[88] #cambridgeanalytica,#fb
[67] #fb,#siliconvalley
[62] #siliconvalley,#robertmercer
[62] #call4corbyn,#joy4j
[61] #robertmercer,#trump
[55] #trump,#zuckerberg
[52] #joy4j,#mniwiconi
[52] #zuckerberg,#sherylsandberg

Top Word Pairs in Tweet in G7:
[20] cambridge,analytica
[15] #facebook,#cambridgeanalytica
[12] #cambridgeanalytica,#facebook
[9] mark,zuckerberg
[4] overpaid,data
[4] data,settlement
[4] settlement,avoid
[4] avoid,naming
[4] #zuckerberg,#cambridgeanalytica
[4] nuevo,escándalo

Top Word Pairs in Tweet in G8:
[10] #cambridgeanalytica,#thegreathack
[10] june,2016
[10] declared,fraudulent
[10] fraudulent,uk
[10] uk,electoral
[10] electoral,commission
[9] uk,eu
[9] eu,referendum
[7] dcbmep,bbcr4today
[7] bbcr4today,uk

Top Word Pairs in Tweet in G9:
[124] lawsuit,against
[124] against,#facebook
[124] #facebook,reveals
[124] reveals,details
[124] details,#cambridgeanalytica
[124] #cambridgeanalytica,scandal
[124] scandal,claiming
[81] recently,filed
[81] filed,lawsuit
[80] epochtimes,recently

Top Word Pairs in Tweet in G10:
[37] failure,protect
[37] protect,user
[37] user,data
[37] data,#zuckerberg
[37] #zuckerberg,personally
[37] personally,involved
[37] involved,decisions
[37] decisions,related
[37] related,#cambridgeanalytica
[37] #cambridgeanalytica,dc

Top Replied-To
Top Replied-To in Entire Graph:
@khadymany
@lcp
@gbnews
@carolecadwalla
@tentoads4truth
@facebook
@project9phoenix
@johan_weylland
@iseresos
@borisjohnson

Top Replied-To in G1:
@drdenagrayson
@maggienyt
@ray56nm

Top Replied-To in G2:
@eyejosh
@borisjohnson
@wejohq
@baddcompani
@ericgarland
@conservatives
@upine
@60minutes
@costareports

Top Replied-To in G3:
@profcarroll
@ian_fraser
@carolecadwalla
@vickerysec
@brexit_sham
@zamaan_qureshi
@tentoads4truth
@jason_kint
@fttechnews
@brooklynmarie

Top Replied-To in G4:
@tentoads4truth
@carolecadwalla
@debramessing
@therickwilson
@donie
@wsj
@sandibachom
@mmurraypolitics
@jacobsoboroff
@drmkchr

Top Replied-To in G5:
@khadymany
@lcp
@iseresos
@sentedcruz
@johan_weylland
@project9phoenix
@tedcruz
@lpcrouge
@slpng_giants_fr
@ccesoir

Top Replied-To in G6:
@facebook
@carolecadwalla
@arapaho415
@rainnwilson
@jason_kint
@hashtagmarketi7
@tommatzzie
@tedlieu
@aoc
@overunderclover

Top Replied-To in G8:
@borisjohnson
@jleishae
@bbcnewsnight
@canisgallicus
@carlostf50
@dcbmep
@turnipdodger
@bulshdetector
@terminallytang1
@missbowdeneng

Top Replied-To in G10:
@carolecadwalla
@penfarthing
@tentoads4truth
@waltshaub
@tribelaw
@housejudiciary

Top Mentioned
Top Mentioned in Entire Graph:
@drdenagrayson
@stefsimanowitz
@khadymany
@chrisinsilico
@aoc
@emmalbriant
@franceshaugen
@youtube
@isawthesethings
@coe_fr

Top Mentioned in G1:
@drdenagrayson
@reallyalivenow
@xtrixcyclex
@facebook

Top Mentioned in G2:
@stefsimanowitz
@chrisinsilico
@haynesdeborah
@drdenagrayson
@taxjusticenet
@johnandi
@emmalbriant
@eyejosh
@maya_chavez_
@borisjohnson

Top Mentioned in G3:
@emmalbriant
@saintsfan5348
@profcarroll
@fec
@stefsimanowitz
@drdenagrayson
@zamaan_qureshi
@schwartzbcnbc
@carolecadwalla

Top Mentioned in G4:
@isawthesethings
@60minutes
@stefsimanowitz
@tentoads4truth
@drdenagrayson
@lovetogive2
@nbcnews
@gal_suburban
@jennycohn1
@chrisinsilico

Top Mentioned in G5:
@khadymany
@aoc
@franceshaugen
@youtube
@coe_fr
@uefrance
@thebrinkfilm
@thegreathackdoc
@project9phoenix
@mlp_officiel

Top Mentioned in G6:
@facebook
@carolecadwalla
@hhmu_banksia
@saintsfan5348
@fbnewsroom
@stockscout1
@moisturevapor8r
@maddow
@maddowblog

Top Mentioned in G7:
@acredite_co
@socmedsean
@yasu_yasuno_sa
@dougbannatyne
@hadramineutral
@reginawhite
@kryptomania84

Top Mentioned in G8:
@jimstewartson
@jcrgordon5
@saintsfan5348
@acgrayling
@bbcr4today
@netflix
@dcbmep
@borisjohnson
@stefsimanowitz
@lanceforman

Top Mentioned in G9:
@epochtimes
@ftc

Top Mentioned in G10:
@mog7546
@drdenagrayson
@jakki2004
@cwl97010129
@housejudiciary
@potus45
@carolecadwalla
@mariaressa
@gregcowboys
@larisamlbrown

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@sectest9
@cybersec_feeds
@rk70534
@federicoalves
@monicasloves
@roblwilson
@inabster
@britpoptarts
@m2bliquis

Top Tweeters in G1:
@federicoalves
@monicasloves
@britpoptarts
@manmet80
@kenkircher1
@backstorymom1
@givemepie360
@stockguy61
@onahunttoday
@sar_oso

Top Tweeters in G2:
@missb62
@rk70534
@_redfrog
@billm9
@viralvideovlogs
@lechatnoire4
@sandradunn1955
@mayirmamay14
@netminnow
@hazelglasgow

Top Tweeters in G3:
@roblwilson
@allchanges
@1loriking
@vedehimajumdar
@lllwry
@guardian
@miss_placed_
@joekoffee
@businessinsider
@roripierpont1

Top Tweeters in G4:
@teram323tere
@cotey_mary
@carrybeyond
@shirley10090505
@lovetogive2
@jorge_c_ny
@multijo1
@ydanasmithdutra
@avonan
@dbble5

Top Tweeters in G5:
@m2bliquis
@limportant_fr
@thehill
@tam_resist
@afpfr
@mailonline
@washingtonpost
@queenpeace2017
@menalahy
@europe1

Top Tweeters in G6:
@sectest9
@cybersec_feeds
@inabster
@cybersecurityn8
@wildwillow65
@menabster
@lindacollins11
@mikecoulson48
@sabcnews
@suegray834

Top Tweeters in G7:
@schestowitz
@yasu_yasuno_sa
@dataaugmented
@agk4444
@teesvalleyvoice
@wavetop
@kdavcor
@maelysdervenn
@fernandacamino
@socialnewsxyz

Top Tweeters in G8:
@daily_express
@thesun
@canisgallicus
@telegraph
@vespasian91
@howyofwi
@safetymentalst
@dailymailuk
@speedy_hen
@mandykilpatric4

Top Tweeters in G9:
@debrammason1
@88lamaga
@andreinilla
@troubleddays
@desicuban
@epochtimes
@rldcarync
@gittemoller
@saraart4
@cdekeane

Top Tweeters in G10:
@mog7546
@cynicalvision50
@tenajd
@egilstand
@rickiadoroiv
@baalat1
@anne_tappe
@colmant_
@utleyjacobite
@jakki2004