cambridgeanalytica, Twitter, 4/7/2022 6:56:49 AM, 274414


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cambridgeanalytica_2022-04-06_22-16-24.xlsx
cambridgeanalytica_2022-04-06_22-16-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 07, 2022
Short Description:
cambridgeanalytica via NodeXL https://bit.ly/3r9cs3L
@saintsfan5348
@stefsimanowitz
@carolecadwalla
@emmalbriant
@khadymany
@thomashenrygin1
@isawthesethings
@jimbannon7
@this0499154500
@chrisinsilico

Top hashtags:
#cambridgeanalytica
#deletezuckerbergonetime4all

Description:
Description
The graph represents a network of 4,555 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, 07 April 2022 at 05:21 UTC.

The requested start date was Thursday, 07 April 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 126-day, 8-hour, 35-minute period from Wednesday, 01 December 2021 at 09:52 UTC to Wednesday, 06 April 2022 at 18:28 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 : 4555
Unique Edges : 4122
Edges With Duplicates : 9746
Total Edges : 13868
Number of Edge Types : 5
MentionsInRetweet : 6295
Replies to : 708
Mentions : 2485
Retweet : 3723
Tweet : 657
Self-Loops : 1340
Reciprocated Vertex Pair Ratio : 0.0138475282906492
Reciprocated Edge Ratio : 0.0273167866059627
Connected Components : 461
Single-Vertex Connected Components : 207
Maximum Vertices in a Connected Component : 3356
Maximum Edges in a Connected Component : 12164
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.410346
Graph Density : 0.000328247877524831
Modularity : 0.428293
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,555 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, 07 April 2022 at 05:21 UTC.

The requested start date was Thursday, 07 April 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 126-day, 8-hour, 35-minute period from Wednesday, 01 December 2021 at 09:52 UTC to Wednesday, 06 April 2022 at 18:28 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:
[48] https://www.mesopinions.com/petition/social/delete-zuckerberg-time-4/161348?source=link&tmstp=1635455910&p=sharing
[47] https://655e71e2-f98d-40e9-822b-081bc894b6af.filesusr.com/ugd/372b91_7edace2462e64615a1f7ce7e7364c3ee.pdf
[38] https://www.youtube.com/watch?v=MBc_V7xNzCE&feature=youtu.be

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

[22] https://qz.com/1239762/cambridge-analytica-scandal-all-the-countries-where-scl-elections-claims-to-have-worked/
[14] https://www.reddit.com/r/Mercerinfo/
[12] https://www.europarl.europa.eu/news/en/press-room/20211028IPR16121/facebook-whistleblower-frances-haugen-testifies-in-parliament-on-8-november?xtor=AD-78-[Social_share_buttons]-[twitter]-[en]-[news]-[pressroom]-[hearing-with-facebook-whistleblower-frances-haugen]-
[10] https://acredite.co/dados-facebook-cambridge-analytica/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[9] https://www.youtube.com/watch?v=dIGFmmPwwKs&feature=youtu.be

[9] https://www.mesopinions.com/petition/social/delete-zuckerberg-time-4/161348?source=twitter

Top URLs in Tweet in G1:
[3] https://twitter.com/StefSimanowitz/status/1310607600422133771
[3] https://cambridgeanalytica.net/
[2] https://twitter.com/StefSimanowitz/status/1330489040387366914
[2] https://twitter.com/StefSimanowitz/status/1125022414860095490
[2] https://twitter.com/stefsimanowitz/status/1310607600422133771
[2] https://twitter.com/stefsimanowitz/status/1330489040387366914
[1] https://twitter.com/StefSimanowitz/status/1346909621601120257
[1] https://twitter.com/StefSimanowitz/status/1394562822462398467
[1] https://www.youtube.com/watch?app=desktop&v=AZ_omul-1SA
[1] https://www.latimes.com/politics/story/2020-08-20/stephen-bannon-charged-with-fraud-by-new-york-prosecutor

Top URLs in Tweet in G2:
[1] https://twitter.com/jason_kint/status/1470954999442194433
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267384
[1] https://twitter.com/jason_kint/status/1473172762311237633
[1] https://twitter.com/jason_kint/status/1474241253315330049
[1] https://twitter.com/newdaynewlife11/status/1480406390363537419
[1] https://twitter.com/jason_kint/status/1481851709760720897
[1] https://twitter.com/jason_kint/status/1491933693346299913
[1] https://twitter.com/VickerySec/status/1497807866601693184
[1] https://twitter.com/i/web/status/1501684087697948672
[1] https://twitter.com/RonFilipkowski/status/1466376952403701770

Top URLs in Tweet in G3:
[39] https://655e71e2-f98d-40e9-822b-081bc894b6af.filesusr.com/ugd/372b91_7edace2462e64615a1f7ce7e7364c3ee.pdf
[6] https://www.youtube.com/watch?v=wBEQh8nzcZI&feature=youtu.be

[3] https://twitter.com/SbyBT/status/1282283429455900673
[2] https://twitter.com/SbyBT/status/1156138632081805318
[2] https://www.netflix.com/title/80117542?s=a&trkid=13747225&t=cp
[2] https://www.youtube.com/watch?v=96_I-XUCN6Y&feature=youtu.be

[1] http://trib.al/WhCRLKQ
[1] https://twitter.com/profcarroll/status/915964262409019393
[1] https://www.reuters.com/article/us-usa-privacy-cambridgeanalytica/us-ftc-finds-cambridge-analytica-deceived-facebook-users-idUSKBN1YA1YZ
[1] https://twitter.com/dseetharaman/status/984506011699511296

Top URLs in Tweet in G4:
[4] https://www.youtube.com/watch?v=OQSMr-3GGvQ&feature=youtu.be

[2] https://twitter.com/MoistureVapor8r/status/1111427870021173249
[2] https://twitter.com/lovetogive2/status/1153915166557270017
[2] https://twitter.com/ImranUk7/status/1418626995072733188?s=20
[2] https://www.nytimes.com/2021/07/25/world/europe/disinformation-social-media.html
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270724
[2] https://www.facebook.com/watch/?v=1217842178412089&ref=sharing
[2] https://655e71e2-f98d-40e9-822b-081bc894b6af.filesusr.com/ugd/372b91_7edace2462e64615a1f7ce7e7364c3ee.pdf
[1] http://www.connectedaction.net/shop/
[1] https://twitter.com/lauramhartman/status/1357409767312998401

Top URLs in Tweet in G5:
[4] https://twitter.com/brianmoore666/status/1475420056024719361
[3] 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://twitter.com/solhugheswriter/status/1476891930613137417
[2] https://655e71e2-f98d-40e9-822b-081bc894b6af.filesusr.com/ugd/372b91_7edace2462e64615a1f7ce7e7364c3ee.pdf
[2] https://www.youtube.com/watch?t=221&v=1mMGwXPsa9c&feature=youtu.be
[1] https://bylinetimes.com/2022/02/08/a-force-for-good-the-legacy-of-cambridge-analytica/
[1] https://kenyainsights.com/brexit-party-mep-alexandra-phillips-admits-to-working-with-cambridge-analytica-for-uhuru-in-mudslinging-raila/
[1] https://www.ft.com/content/7477af6e-3c43-11e8-b7e0-52972418fec4
[1] https://twitter.com/carolecadwalla/status/1025631530671136768
[1] https://twitter.com/vmanancourt/status/1467789395856179200

Top URLs in Tweet in G6:
[48] https://www.mesopinions.com/petition/social/delete-zuckerberg-time-4/161348?source=link&tmstp=1635455910&p=sharing
[38] https://www.youtube.com/watch?v=MBc_V7xNzCE&feature=youtu.be

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

[12] https://www.europarl.europa.eu/news/en/press-room/20211028IPR16121/facebook-whistleblower-frances-haugen-testifies-in-parliament-on-8-november?xtor=AD-78-[Social_share_buttons]-[twitter]-[en]-[news]-[pressroom]-[hearing-with-facebook-whistleblower-frances-haugen]-
[9] https://www.mesopinions.com/petition/social/delete-zuckerberg-time-4/161348?source=twitter
[9] https://www.youtube.com/watch?v=dIGFmmPwwKs&feature=youtu.be

[8] https://www.youtube.com/playlist?list=PL-zN6FEF38uISSC4uXjsGXiOU-b-CbH1D

[7] http://www.msn.com/fr-fr/actualite/monde/des-r%c3%a9fugi%c3%a9s-rohingyas-portent-plainte-contre-facebook/ar-AARxLW8?ocid=st
[7] https://www.youtube.com/watch?v=LuZmWvhtwaE&feature=youtu.be

[7] https://www.youtube.com/watch?v=9kpKDaF3IFw&feature=youtu.be


Top URLs in Tweet in G7:
[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] https://www.opendemocracy.net/en/opendemocracyuk/the-uk-governments-plan-to-reform-data-protection-laws-are-terrifying/?utm_source=tw
[1] https://twitter.com/SkyNews/status/1480931525235462145
[1] https://cyberblogindia.in/facebook-and-broken-promises-of-data-protection/
[1] https://bylinetimes.com/2021/12/14/steve-bakers-conservative-rebellion-tied-to-pro-trump-disinformation-network-bankrolled-by-robert-mercer/

Top URLs in Tweet in G8:
[10] https://acredite.co/dados-facebook-cambridge-analytica/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://twitter.com/jason_kint/status/1491933693346299913
[3] https://twitter.com/carolecadwalla/status/1498056686548013062
[2] https://cambridgeanalytica.org/
[2] https://sclgroup.cc/home
[2] https://esdcloudmedia.com/product/mindfc
[2] https://www.engineeringbigdata.com/data-analysis-in-the-age-of-cambridge-analytica/
[2] https://twitter.com/jason_kint/status/1490802284036603906
[2] https://webapp.spotme.com/welcome/privsecglobalfebruary
[2] https://twitter.com/carolecadwalla/status/1497170879570071556

Top URLs in Tweet in G9:
[22] https://qz.com/1239762/cambridge-analytica-scandal-all-the-countries-where-scl-elections-claims-to-have-worked/
[2] https://twitter.com/vickerysec/status/1497807866601693184
[1] https://twitter.com/i/web/status/1509193223172149251
[1] https://twitter.com/jimstewartson/status/1474789297962119171
[1] https://twitter.com/StillDelvingH/status/1483955507861803014
[1] https://twitter.com/lofiprogressive/status/1499735582548791297
[1] https://twitter.com/jason_kint/status/1491942154805161984
[1] https://twitter.com/baddcompani/status/1491987102464024578
[1] https://www.judiciary.senate.gov/download/05-16-18-wylie-testimony
[1] https://www.politico.com/story/2018/02/11/trump-oppo-researcher-roman-403138

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=cGvfHxdYnsI&feature=youtu.be

[1] https://content.mlex.com/#/content/1357846?referrer=search_linkclick
[1] https://soccermatics.medium.com/my-interview-with-aleksander-kogan-what-cambridge-analytica-were-trying-to-do-and-why-their-f869ef65d945
[1] https://twitter.com/carolecadwalla/status/1498056686548013062
[1] https://twitter.com/broderick/status/1498696830082818051
[1] https://twitter.com/HeyFranHey/status/1457793413072359424
[1] https://www.cnet.com/news/facebook-cambridge-analytica-data-mining-and-trump-what-you-need-to-know/
[1] https://twitter.com/i/web/status/1493613651177230337
[1] https://www.theguardian.com/politics/2010/apr/20/nick-clegg-russian-aristocrat
[1] https://655e71e2-f98d-40e9-822b-081bc894b6af.filesusr.com/ugd/372b91_7edace2462e64615a1f7ce7e7364c3ee.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[439] twitter.com
[150] youtube.com
[59] mesopinions.com
[47] filesusr.com
[31] theguardian.com
[22] qz.com
[16] bylinetimes.com
[14] reddit.com
[14] nodexlgraphgallery.org
[12] europa.eu

Top Domains in Tweet in G1:
[47] twitter.com
[3] cambridgeanalytica.net
[2] youtube.com
[2] washingtonpost.com
[1] latimes.com
[1] occrp.org
[1] nytimes.com
[1] nodexlgraphgallery.org
[1] motherjones.com
[1] possibly.forsale

Top Domains in Tweet in G2:
[20] twitter.com
[1] nodexlgraphgallery.org
[1] filesusr.com
[1] co.uk
[1] politico.com
[1] cambridgeanalytica.net

Top Domains in Tweet in G3:
[44] twitter.com
[39] filesusr.com
[10] youtube.com
[2] netflix.com
[2] theguardian.com
[1] trib.al
[1] reuters.com
[1] parliament.uk
[1] deustokom.news
[1] archive.org

Top Domains in Tweet in G4:
[40] twitter.com
[8] youtube.com
[5] nodexlgraphgallery.org
[5] theguardian.com
[3] nytimes.com
[2] facebook.com
[2] filesusr.com
[1] connectedaction.net
[1] politico.com
[1] go.com

Top Domains in Tweet in G5:
[18] twitter.com
[3] parliament.uk
[3] youtube.com
[2] filesusr.com
[1] bylinetimes.com
[1] kenyainsights.com
[1] ft.com
[1] archive.org
[1] zdf.de
[1] npr.org

Top Domains in Tweet in G6:
[114] youtube.com
[59] mesopinions.com
[23] twitter.com
[12] europa.eu
[7] msn.com
[7] theguardian.com
[7] rfi.fr
[6] nodexlgraphgallery.org
[5] latribune.fr
[3] bfmtv.com

Top Domains in Tweet in G7:
[2] slate.com
[1] opendemocracy.net
[1] twitter.com
[1] cyberblogindia.in
[1] bylinetimes.com

Top Domains in Tweet in G8:
[104] twitter.com
[10] acredite.co
[5] youtube.com
[2] cambridgeanalytica.org
[2] sclgroup.cc
[2] esdcloudmedia.com
[2] engineeringbigdata.com
[2] theguardian.com
[2] spotme.com
[2] washingtonpost.com

Top Domains in Tweet in G9:
[22] qz.com
[9] twitter.com
[1] senate.gov
[1] politico.com

Top Domains in Tweet in G10:
[12] twitter.com
[1] youtube.com
[1] mlex.com
[1] medium.com
[1] cnet.com
[1] theguardian.com
[1] filesusr.com
[1] cnbc.com
[1] techrepublic.com
[1] go.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3401] cambridgeanalytica
[307] deletezuckerbergonetime4all
[294] facebook
[265] brexit
[239] fnrnlepen
[235] palantir
[159] psyops
[157] facultyai
[152] uk
[150] dataprotection



Top Hashtags in Tweet in G1:
[423] cambridgeanalytica
[172] palantir
[141] facultyai
[35] covid19
[35] brexit
[13] covid
[12] peterthiel
[5] voteleave
[5] cummings
[3] trump

Top Hashtags in Tweet in G2:
[292] cambridgeanalytica
[94] dominionists
[44] gloo
[41] darktriad
[28] uip
[20] kochnetwork
[18] projectalamo
[13] palantir
[12] councilfornationalpolicy
[11] facebook

Top Hashtags in Tweet in G3:
[250] cambridgeanalytica
[91] thegreathack
[80] bannonnotmyrelative
[22] demvoice1
[21] bidenboom
[21] democratsdeliver
[16] joshuagreen
[11] makethedarkagesgreatagain
[9] mercers
[9] bannon

Top Hashtags in Tweet in G4:
[210] cambridgeanalytica
[52] facebook
[23] brexit
[11] bannon
[10] trump
[9] psyops
[9] leaveeu
[9] lookalike
[8] palantir
[8] dominionists

Top Hashtags in Tweet in G5:
[229] cambridgeanalytica
[47] auspex
[17] scl
[6] mongolia
[4] brexit
[4] facebook
[3] disinformation
[3] palantir
[2] bdi
[2] sclgroup

Top Hashtags in Tweet in G6:
[572] cambridgeanalytica
[304] deletezuckerbergonetime4all
[239] fnrnlepen
[83] trump2016
[73] brexit
[71] fakenews
[62] capitolriots
[59] disinformation
[53] datas
[49] facebook

Top Hashtags in Tweet in G7:
[215] cambridgeanalytica
[143] dataprotection
[141] uk
[68] meta
[21] stevebaker
[21] trump
[21] disinformation
[21] robertmercer
[7] privacy
[3] security

Top Hashtags in Tweet in G8:
[221] cambridgeanalytica
[45] facebook
[22] brexit
[19] putin
[19] russia
[17] trump
[15] gop
[15] socialmedia
[14] maga
[14] manafort

Top Hashtags in Tweet in G9:
[142] psyops
[67] cambridgeanalytica
[9] facebook
[4] delhi
[4] gru
[4] january6th
[3] dominionists
[3] aleksandrkogan
[2] mindcontrol
[2] microtargeting

Top Hashtags in Tweet in G10:
[71] cambridgeanalytica
[33] facebook
[23] privacy
[19] litigation
[7] brexit
[4] meta
[4] zuckerberg
[3] targetedvictory
[3] guardiansofputin
[3] ticktock

Top Words
Top Words in Tweet in Entire Graph:
[3391] #cambridgeanalytica
[722] khadymany
[649] facebook
[619] stefsimanowitz
[580] data
[561] bannon
[398] global
[350] saintsfan5348
[324] trump
[300] #deletezuckerbergonetime4all

Top Words in Tweet in G1:
[507] stefsimanowitz
[422] #cambridgeanalytica
[230] palantir
[189] data
[184] chrisinsilico
[160] #palantir
[142] links
[141] #facultyai
[139] facebook
[139] whistleblower

Top Words in Tweet in G2:
[292] #cambridgeanalytica
[279] saintsfan5348
[140] global
[131] facebook
[110] using
[100] carolecadwalla
[94] america
[94] #dominionists
[93] sure
[78] opeâ

Top Words in Tweet in G3:
[250] #cambridgeanalytica
[109] bannon
[106] facebook
[91] #thegreathack
[86] search
[80] #bannonnotmyrelative
[72] trump
[68] steve
[65] foreign
[64] sbybt

Top Words in Tweet in G4:
[207] #cambridgeanalytica
[75] carolecadwalla
[53] adreanainlb
[51] #facebook
[49] data
[35] tentoads4truth
[33] saintsfan5348
[31] facebook
[31] arapaho415
[30] trump

Top Words in Tweet in G5:
[237] emmalbriant
[229] #cambridgeanalytica
[70] bs
[67] more
[61] read
[61] spreading
[61] vaccine
[60] shocker
[60] folk
[60] worked

Top Words in Tweet in G6:
[710] khadymany
[579] #cambridgeanalytica
[297] #deletezuckerbergonetime4all
[246] #fnrnlepen
[135] youtube
[117] ce
[108] facebook
[100] thebrinkfilm
[99] aoc
[96] thegreathackdoc

Top Words in Tweet in G7:
[215] #cambridgeanalytica
[143] #dataprotection
[141] #uk
[141] government
[141] plan
[141] reform
[141] laws
[141] terrifying
[141] everything
[140] thomashenrygin1

Top Words in Tweet in G8:
[221] #cambridgeanalytica
[45] #facebook
[38] data
[27] cambridge
[24] facebook
[24] analytica
[22] #brexit
[20] outros
[19] trump
[19] #putin

Top Words in Tweet in G9:
[172] mercer
[163] bannon
[163] global
[154] isawthesethings
[142] #psyops
[131] scl
[122] partnered
[122] decades
[121] expertise
[121] hacking

Top Words in Tweet in G10:
[71] #cambridgeanalytica
[33] #facebook
[30] meta
[23] #privacy
[19] swiftstories
[19] #litigation
[19] very
[18] special
[18] master
[18] san

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[227] #fnrnlepen,#cambridgeanalytica
[175] steve,bannon
[164] #deletezuckerbergonetime4all,#deletezuckerbergonetime4all
[162] cambridge,analytica
[154] whistleblower,chrisinsilico
[146] #cambridgeanalytica,harvest
[146] harvest,data
[146] data,facebook
[146] everything,#cambridgeanalytica
[145] #uk,government

Top Word Pairs in Tweet in G1:
[138] whistleblower,chrisinsilico
[130] chrisinsilico,palantir
[130] palantir,showed
[130] harvest,data
[130] data,facebook
[129] showed,#cambridgeanalytica
[129] #cambridgeanalytica,harvest
[127] stefsimanowitz,whistleblower
[122] #palantir,#facultyai
[118] #facultyai,links

Top Word Pairs in Tweet in G2:
[93] carolecadwalla,america
[93] america,sure
[93] sure,global
[93] global,#dominionists
[93] #dominionists,using
[93] using,#cambridgeanalytica
[92] saintsfan5348,carolecadwalla
[78] #cambridgeanalytica,opeâ
[47] joenbc,facebook
[46] facebook,responsible

Top Word Pairs in Tweet in G3:
[66] #bannonnotmyrelative,#cambridgeanalytica
[60] steve,bannon
[54] excellent,book
[54] book,devil's
[54] devil's,bargain
[52] bargain,steve
[49] bannon,donald
[48] donald,trump
[46] search,youtube
[41] trump,storming

Top Word Pairs in Tweet in G4:
[19] #cambridgeanalytica,story
[16] tentoads4truth,arapaho415
[16] audience,#facebook
[10] trump,campaign
[10] loveon999,tentoads4truth
[10] arapaho415,tammy_sager
[10] tammy_sager,satirehat
[10] satirehat,rickyx2001
[10] rickyx2001,clearing_fog
[10] clearing_fog,nycjim

Top Word Pairs in Tweet in G5:
[60] shocker,more
[60] more,folk
[60] folk,worked
[60] worked,#cambridgeanalytica
[60] #cambridgeanalytica,spreading
[60] spreading,bs
[60] bs,covid
[60] covid,vaccine
[59] emmalbriant,shocker
[47] delighted,interviewed

Top Word Pairs in Tweet in G6:
[227] #fnrnlepen,#cambridgeanalytica
[164] #deletezuckerbergonetime4all,#deletezuckerbergonetime4all
[96] youtube,thebrinkfilm
[94] thebrinkfilm,thegreathackdoc
[92] thegreathackdoc,#fnrnlepen
[89] #deletezuckerbergonetime4all,aoc
[87] khadymany,#fnrnlepen
[57] #cambridgeanalytica,#capitolriots
[56] #capitolriots,#disinformation
[56] #disinformation,#fakenews

Top Word Pairs in Tweet in G7:
[141] #uk,government
[141] government,plan
[141] plan,reform
[141] reform,#dataprotection
[141] #dataprotection,laws
[141] laws,terrifying
[141] terrifying,everything
[141] everything,#cambridgeanalytica
[140] thomashenrygin1,#uk
[69] personal,data

Top Word Pairs in Tweet in G8:
[24] cambridge,analytica
[14] micro,targeting
[13] studied,tested
[13] tested,pro
[13] pro,#maga
[13] #maga,#antivaccine
[13] #antivaccine,positions
[13] positions,#manafort
[13] #manafort,gave
[13] gave,#gop

Top Word Pairs in Tweet in G9:
[122] mercer,partnered
[122] scl,decades
[121] decades,#psyops
[121] #psyops,expertise
[121] expertise,hacking
[109] bannon,mercer
[109] partnered,scl
[109] hacking,global
[109] global,elections
[79] isawthesethings,jimstewartson

Top Word Pairs in Tweet in G10:
[20] #facebook,#cambridgeanalytica
[19] #privacy,#litigation
[18] special,master
[18] master,#facebook
[18] #cambridgeanalytica,#privacy
[18] #litigation,san
[18] san,francisco
[18] francisco,asking
[18] asking,very
[18] very,probing

Top Replied-To
Top Replied-To in Entire Graph:
@carolecadwalla
@khadymany
@tedcruz
@meta
@tentoads4truth
@johan_weylland
@ghflorent
@sentedcruz
@hashtagmarketi7
@londonassembly

Top Replied-To in G1:
@dominic2306
@breitbartnews
@hashtagmarketi7
@emmalbriant
@khadymany
@neilmaybin
@stevebartlettsc
@cause4alama
@decade3pw
@trannymum

Top Replied-To in G2:
@joyannreid
@mollyjongfast
@nigel_farage
@markjacob16
@carolecadwalla
@rvawonk
@joenbc
@duty2warn
@fpwellman
@mattsheffield

Top Replied-To in G3:
@louisemensch
@sbybt
@stevanzetti
@joshuagreen
@tam_resist
@trussliz
@peterjukes
@carolecadwalla
@adamkinzinger
@radiofreetom

Top Replied-To in G4:
@carolecadwalla
@tentoads4truth
@tedcruz
@loveon999
@sbmccallister
@trex_brew
@tammyduckworth
@lindyli
@clearing_fog
@feamoralma

Top Replied-To in G5:
@gbnews
@narcaware
@sruhle
@carolecadwalla
@menabster
@corvid317
@christibelcourt
@emmalbriant
@thatalexwoman
@stigabell

Top Replied-To in G6:
@khadymany
@johan_weylland
@ghflorent
@ccesoir
@hashtagmarketi7
@matmolard
@iseresos
@stefsimanowitz
@thehill
@mlp_officiel

Top Replied-To in G8:

Top Replied-To in G9:
@jimstewartson
@jason_kint
@jaxbeachmarsh
@jennycohn1
@realbobwoodward
@stopdeboosting
@propublica
@popey
@sachabaroncohen

Top Replied-To in G10:
@meta
@nickclegg
@business
@metanewsroom
@dimartedi
@jokaczmarek
@surveycompareus
@drewmccaskill
@guardian

Top Mentioned
Top Mentioned in Entire Graph:
@khadymany
@stefsimanowitz
@saintsfan5348
@emmalbriant
@chrisinsilico
@carolecadwalla
@isawthesethings
@thomashenrygin1
@youtube
@thegreathackdoc

Top Mentioned in G1:
@stefsimanowitz
@chrisinsilico
@haynesdeborah
@borisjohnson
@dominic2306
@lbc
@shelaghfogarty
@annmarlowe
@wendysiegelman
@imincorrigible

Top Mentioned in G2:
@saintsfan5348
@carolecadwalla
@joenbc
@fpwellman
@exposedbycmd
@mollyjongfast
@rupertmurdoch
@macfarlanenews
@stefsimanowitz

Top Mentioned in G3:
@sbybt
@tam_resist
@profcarroll
@jimbannon7
@joshuagreen
@peterjukes
@saintsfan5348
@brexit_sham
@ericgarland
@lincolnproject

Top Mentioned in G4:
@carolecadwalla
@adreanainlb
@saintsfan5348
@tentoads4truth
@arapaho415
@desderamona
@lovetogive2
@j2dumfounded
@ydanasmithdutra
@clearing_fog

Top Mentioned in G5:
@emmalbriant
@thatalexwoman
@commonsdcms
@dirklaabs
@channel4news
@uplift_resist
@brentallpress
@stefsimanowitz
@wendysiegelman
@foxnews

Top Mentioned in G6:
@khadymany
@youtube
@thebrinkfilm
@aoc
@thegreathackdoc
@franceshaugen
@coe_fr
@uefrance
@stefsimanowitz
@chrisinsilico

Top Mentioned in G7:
@thomashenrygin1
@swashapp
@realityuk_2016
@passwordcoach
@stablemilkstool
@system32comics
@incyberblog
@oaicgov

Top Mentioned in G8:
@acredite_co
@techstoa
@mackpolitical
@flaurentneuhaus
@sweetteaastro
@pr00ve_1t
@ggibas1
@success91316
@doomsdayscw
@salvadorcortin6

Top Mentioned in G9:
@isawthesethings
@jimstewartson
@jason_kint
@sachabaroncohen
@walkerbragman
@alexkotch
@stopdeboosting
@vabvox
@repadamschiff
@jennycohn1

Top Mentioned in G10:
@meta
@swiftstories
@twitter
@instagram
@netflix
@carolecadwalla
@guardian
@gibsonhimself

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@threadreaderapp
@cybersec_feeds
@chidambara09
@rk70534
@s9tmt
@cagney1991
@independent
@m2bliquis
@inabster

Top Tweeters in G1:
@rk70534
@billm9
@viralvideovlogs
@thefabledaesop
@katcapps
@hazelglasgow
@wildwalkerwoman
@profsunnysingh
@jeffreymeursing
@youranonriots

Top Tweeters in G2:
@stockguy61
@marthalynneowe1
@cblazblaz
@the_lady_red
@minotauresse
@jodotcom
@rhonda_harbison
@cathleenkucz
@monicarivpin
@beverlyfolkers

Top Tweeters in G3:
@s9tmt
@1loriking
@theresamax
@royaleight
@jgionova
@stlhd100
@carollarue
@laurendownsouth
@howyofwi
@tam_resist

Top Tweeters in G4:
@threadreaderapp
@jjj5819
@carrybeyond
@jorge_c_ny
@lovetogive2
@ydanasmithdutra
@rleas
@dollymad1812
@karolcummins
@nytimes

Top Tweeters in G5:
@cagney1991
@independent
@inabster
@sandradunn1955
@menabster
@micjojd
@rebellegrrl
@foxnews
@jodzio
@fog_0f_war

Top Tweeters in G6:
@jfsebastian146
@thehill
@b1e56df9ce6549f
@mog7546
@bfmtv
@lemondefr
@rfi
@chestnut_daniel
@warnockwarrior
@dtube99

Top Tweeters in G7:
@sectest9
@cybersec_feeds
@cybersecurityn8
@margymayell
@cleggy261
@hawkins_carole
@heather63262308
@roseg
@steviweavi
@jkldnmad

Top Tweeters in G8:
@bbkenn92
@smp0312
@blodico
@shijesings
@techstoa
@juliebjewellery
@globalnewsth
@doomsdayscw
@sputnikint
@climatebabes

Top Tweeters in G9:
@indianexpress
@sexygirl798
@digyoursoul
@kcolaizzo
@alwaysthinkhow
@genghisgalahad2
@vabvox
@30actruth
@electricboyo
@chickilopiccolo

Top Tweeters in G10:
@teram323tere
@business
@guardian
@adekleine
@avonan
@odoylecharlotte
@cnn
@reneami50020561
@mtlawmiami
@helen121