cambridgeanalytica, Twitter, 12/1/2022 6:17:09 AM, 285252


FAQ | Problem?

cambridgeanalytica_2022-11-30_22-05-20.xlsx
cambridgeanalytica_2022-11-30_22-05-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 01, 2022
Short Description:
cambridgeanalytica via NodeXL https://bit.ly/3OSu929
@stefsimanowitz
@heathermoandco
@emmalbriant
@khadymany
@carolecadwalla
@kitklarenberg
@facebook
@chrisinsilico
@karamballes
@elonmusk

Top hashtags:
#cambridgeanalytica
#facebook
#fnrnlepen
#palantir
#brexit

Description:
Description
The graph represents a network of 3,869 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, 01 December 2022 at 06:10 UTC.

The requested start date was Thursday, 01 December 2022 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 121-day, 19-hour, 24-minute period from Monday, 01 August 2022 at 02:57 UTC to Wednesday, 30 November 2022 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 : 3869
Unique Edges : 2832
Edges With Duplicates : 7661
Total Edges : 10493
Number of Edge Types : 5
Replies to : 556
Mentions : 1628
Retweet : 2924
MentionsInRetweet : 4700
Tweet : 685
Self-Loops : 1062
Reciprocated Vertex Pair Ratio : 0.00992654357752631
Reciprocated Edge Ratio : 0.019657951641439
Connected Components : 482
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 2629
Maximum Edges in a Connected Component : 8777
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.585694
Graph Density : 0.000339919862572678
Modularity : 0.464395
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,869 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, 01 December 2022 at 06:10 UTC.

The requested start date was Thursday, 01 December 2022 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 121-day, 19-hour, 24-minute period from Monday, 01 August 2022 at 02:57 UTC to Wednesday, 30 November 2022 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:
[54] https://validity.cambridgeanalytica.org/
[39] https://www.theguardian.com/technology/2022/jul/20/mark-zuckerberg-deposition-cambridge-analytica-facebook?CMP=share_btn_tw
[18] https://www.youtube.com/watch?v=MBc_V7xNzCE&feature=youtu.be

[16] https://www.mesopinions.com/petition/social/delete-zuckerberg-time-4/161348?source=twitter&tmstp=1635455910&p=petition
[16] https://www.theguardian.com/technology/2022/aug/27/facebook-cambridge-analytica-data-breach-lawsuit-ends-in-11th-hour-settlement
[13] https://www.youtube.com/watch?v=DJdQ76zWLc4&feature=youtu.be

[12] https://www.reddit.com/r/Mercerinfo/
[11] https://www.patreon.com/posts/response-from-to-71270441?utm_medium=social&utm_source=twitter&utm_campaign=postshare_creator
[10] https://www.youtube.com/watch?v=EW61FRHIRMQ&feature=youtu.be

[10] https://arstechnica.com/tech-policy/2022/08/zuckerberg-avoids-cambridge-analytica-deposition-as-facebook-agrees-to-settle/

Top URLs in Tweet in G1:
[1] https://m.facebook.com/plugins/video.php?height=400&width=400&referrer=www.twitter.com&href=https%3A%2F%2Fwww.facebook.com%2FBBCStories%2Fvideos%2Fthe-woman-who-writes-trumps-facebook-posts%2F10155345668155659%2F
[1] https://twitter.com/gmbutts/status/1578855502209241088
[1] https://twitter.com/i/web/status/1569949898505592832
[1] https://twitter.com/i/web/status/1572865743640748032
[1] https://twitter.com/StopBigMoney/status/926592103504842752

Top URLs in Tweet in G2:
[10] https://www.patreon.com/posts/response-from-to-71270441?utm_medium=social&utm_source=twitter&utm_campaign=postshare_creator
[3] https://www.patreon.com/emmalbriant
[1] https://twitter.com/i/web/status/1528764343998881792
[1] https://twitter.com/i/web/status/1528760898705293314
[1] https://twitter.com/i/web/status/1528763160764850176
[1] https://twitter.com/nmsonline/status/1156115407595540481
[1] https://twitter.com/i/web/status/1563643168926597124
[1] https://www.amazon.com/Propaganda-counter-terrorism-Strategies-global-change/dp/1526107295
[1] https://twitter.com/EmmaLBriant/status/1261459479431917570
[1] https://twitter.com/i/web/status/1563648496393142272

Top URLs in Tweet in G3:
[3] https://twitter.com/StefSimanowitz/status/1310607600422133771
[3] https://twitter.com/StefSimanowitz/status/1471796744455397379
[2] https://twitter.com/StefSimanowitz/status/1330489040387366914
[2] https://twitter.com/allthecitizens/status/1384874266101960705
[1] https://www.youtube.com/watch?app=desktop&v=AZ_omul-1SA
[1] https://twitter.com/carolecadwalla/status/1401523220453511172/video/1
[1] https://twitter.com/StefSimanowitz/status/1125022414860095490
[1] https://twitter.com/i/web/status/1393103946571567104
[1] https://twitter.com/i/web/status/1327786330122825730
[1] https://twitter.com/i/web/status/1311452570297262083

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274414
[2] https://www.theverge.com/2022/7/22/23274364/mark-zuckerberg-sheryl-sandberg-deposed-cambridge-analytica-meta-leadership-facebook?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://ibero909.fm/blog/que-ha-cambiado-despues-del-escandalo-de-cambridge-analytica-carole-cadwalladr-en-el-hay-festival-queretaro
[1] https://twitter.com/i/web/status/1476007893656821761
[1] https://twitter.com/i/web/status/1580464784570736640
[1] https://twitter.com/i/web/status/1580468732362514432
[1] https://twitter.com/i/web/status/1580864341263282181
[1] https://www.audible.com/pd/Mindf-ck-Audiobook/0593209613?asin=0593209613&source_code=ASSORAP0511160006&share_location=pdp
[1] https://twitter.com/shady_inf0/status/1357129935144550400?s=19
[1] https://twitter.com/sjames1132/status/1596875034492301314

Top URLs in Tweet in G5:
[7] https://acredite.co/dados-facebook-cambridge-analytica/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://www.theguardian.com/technology/2022/aug/26/facebook-cambridge-analytica-data-privacy-lawsuit-settlement
[3] https://www.theguardian.com/technology/2022/aug/27/facebook-cambridge-analytica-data-breach-lawsuit-ends-in-11th-hour-settlement
[3] https://www.theregister.com/2022/08/29/facebook_settles_cambridge_analytica_lawsuit/
[2] https://towardsdatascience.com/regional-differences-in-information-privacy-concerns-after-the-facebook-cambridge-analytica-data-15c6c29a623a?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[2] https://tarnkappe.info/artikel/datenschutz/whatsapp-bringt-neue-features-wegen-dem-datenschutz-253911.html
[2] https://www.theguardian.com/technology/2022/aug/26/facebook-cambridge-analytica-data-privacy-lawsuit-settlement?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.theguardian.com/technology/2022/aug/27/facebook-cambridge-analytica-data-breach-lawsuit-ends-in-11th-hour-settlement?CMP=Share_iOSApp_Other
[2] https://www.theguardian.com/technology/2022/aug/27/facebook-cambridge-analytica-data-breach-lawsuit-ends-in-11th-hour-settlement?CMP=Share_AndroidApp_Other
[2] https://www.heise.de/news/Cambridge-Analytica-Facebook-strebt-bei-Klage-von-US-Nutzern-Vergleich-an-7246377.html

Top URLs in Tweet in G6:
[1] https://twitter.com/MaxBlumenthal/status/1569765788688474112

Top URLs in Tweet in G7:
[39] https://www.theguardian.com/technology/2022/jul/20/mark-zuckerberg-deposition-cambridge-analytica-facebook?CMP=share_btn_tw
[18] https://www.youtube.com/watch?v=MBc_V7xNzCE&feature=youtu.be

[16] https://www.mesopinions.com/petition/social/delete-zuckerberg-time-4/161348?source=twitter&tmstp=1635455910&p=petition
[13] https://www.youtube.com/watch?v=DJdQ76zWLc4&feature=youtu.be

[12] https://www.reddit.com/r/Mercerinfo/
[10] https://www.youtube.com/watch?v=EW61FRHIRMQ&feature=youtu.be

[9] https://www.youtube.com/watch?v=_G5JxNmpmBY&feature=youtu.be

[9] https://www.youtube.com/watch?v=Ff8Z1B4iYoI&feature=youtu.be

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

[5] https://www.youtube.com/watch?v=pold15c8H70&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://twitter.com/Variety/status/1569792554933141507
[1] https://twitter.com/jason_kint/status/1556754558638063617
[1] https://twitter.com/i/web/status/1570480673722601473
[1] https://twitter.com/donie/status/1592654819202064384
[1] https://twitter.com/highbrow_nobrow/status/1591898698107289606
[1] https://twitter.com/i/web/status/1586052960739815424
[1] https://techcrunch.com/2022/09/16/unsealed-docs-in-facebook-privacy-suit-offer-glimpse-of-missing-app-audit/
[1] https://techcrunch.com/2022/08/29/facebook-cambridge-analytica-lawsuit-settlement-proposal/
[1] https://cameronclare.com/
[1] https://twitter.com/i/web/status/1560706149095178240

Top URLs in Tweet in G9:
[2] https://t.me/TheAmericanAwakening/581
[1] https://twitter.com/i/web/status/1597255331549413376
[1] https://archive.ph/SA49A
[1] https://www.rollingstone.com/politics/politics-news/cambridge-analyticas-psy-ops-warriors-204230/
[1] https://twitter.com/betoangelmommas/status/1594805468727504896

Top URLs in Tweet in G10:
[2] https://publications.parliament.uk/pa/cm201719/cmselect/cmcumeds/1791/1791.pdf
[2] https://www.amazon.com/gp/video/detail/B08JFZ1YLP/ref=atv_dp_share_cu_r
[2] https://www.theguardian.com/news/2018/mar/17/cambridge-academic-trawling-facebook-had-links-to-russian-university
[2] https://www.theguardian.com/uk-news/2018/mar/21/cambridge-analyticas-ruthless-bid-to-sway-the-vote-in-nigeria
[2] https://www.theguardian.com/technology/2022/aug/26/facebook-cambridge-analytica-data-privacy-lawsuit-settlement
[1] https://twitter.com/HindsightFiles/status/1212580263890436097
[1] https://www.youtube.com/watch?v=rd5pxDEXBWA&feature=youtu.be

[1] https://www.sundancenow.com/films/watch/people-you-may-know/c68c079c37ec2097
[1] https://us02web.zoom.us/webinar/register/WN_Ljxl-aaFTrSXRP-hamft3w
[1] https://www.rnz.co.nz/national/programmes/ninetonoon/audio/2018767461/the-kiwi-researcher-exposing-the-links-between-the-religious-right-and-trump

Top Domains
Top Domains in Tweet in Entire Graph:
[386] twitter.com
[149] youtube.com
[92] theguardian.com
[58] cambridgeanalytica.org
[18] co.uk
[16] mesopinions.com
[15] patreon.com
[14] theverge.com
[12] reddit.com
[10] arstechnica.com

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

Top Domains in Tweet in G2:
[21] twitter.com
[14] patreon.com
[2] propagandamachine.tech
[1] amazon.com
[1] youtube.com
[1] co.uk
[1] com.au
[1] washingtonpost.com
[1] theguardian.com
[1] bylinetimes.com

Top Domains in Tweet in G3:
[29] twitter.com
[1] youtube.com
[1] latimes.com
[1] bloomberg.com
[1] bylinetimes.com
[1] theguardian.com

Top Domains in Tweet in G4:
[19] twitter.com
[3] theguardian.com
[2] nodexlgraphgallery.org
[2] theverge.com
[2] co.uk
[2] ibero909.fm
[1] audible.com
[1] medium.com
[1] patreon.com
[1] wikipedia.org

Top Domains in Tweet in G5:
[102] twitter.com
[15] theguardian.com
[7] acredite.co
[3] medium.com
[3] theregister.com
[3] indiatimes.com
[2] towardsdatascience.com
[2] youtube.com
[2] tarnkappe.info
[2] heise.de

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[139] youtube.com
[45] theguardian.com
[16] mesopinions.com
[14] twitter.com
[12] reddit.com
[5] msn.com
[5] theverge.com
[3] rfi.fr
[3] cyberplayground.org
[2] reuters.com

Top Domains in Tweet in G8:
[14] twitter.com
[2] techcrunch.com
[1] cameronclare.com
[1] commsroom.co
[1] arstechnica.com
[1] hackernoon.com
[1] gizmodo.com
[1] analyticsdrift.com
[1] theregister.com
[1] theverge.com

Top Domains in Tweet in G9:
[2] twitter.com
[2] t.me
[1] archive.ph
[1] rollingstone.com

Top Domains in Tweet in G10:
[12] twitter.com
[6] theguardian.com
[2] parliament.uk
[2] youtube.com
[2] amazon.com
[1] sundancenow.com
[1] zoom.us
[1] co.nz
[1] archive.org
[1] ftc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2677] cambridgeanalytica
[721] facebook
[335] fnrnlepen
[219] palantir
[187] brexit
[136] facultyai
[107] malta
[97] meta
[89] bannon
[69] trump2016



Top Hashtags in Tweet in G1:
[384] cambridgeanalytica
[376] facebook
[6] palantir
[4] ericduhaime
[4] facultyai
[2] qc2022
[2] polqc
[2] pierrepolievre
[2] twitter
[1] cdnpoli

Top Hashtags in Tweet in G2:
[271] cambridgeanalytica
[15] brexit
[11] zuckerberg
[10] sandberg
[10] palantir
[9] bannon
[9] meta
[8] trump
[7] scl
[7] stevebannon

Top Hashtags in Tweet in G3:
[312] cambridgeanalytica
[170] palantir
[117] facultyai
[22] covid19
[17] borisjohnson
[12] hancock
[10] covid
[8] peterthiel
[6] palantirplan
[6] genomeuk

Top Hashtags in Tweet in G4:
[129] cambridgeanalytica
[104] malta
[11] facebook
[8] palantir
[7] brexit
[7] christopherwylie
[6] uk
[5] dataprotection
[5] facultyai
[4] lawsuit

Top Hashtags in Tweet in G5:
[199] cambridgeanalytica
[93] facebook
[28] meta
[13] privacy
[8] brexit
[8] zuckerberg
[8] dados
[8] acrediteco
[7] trump
[5] lawsuit

Top Hashtags in Tweet in G6:
[2] cambridgeanalytica

Top Hashtags in Tweet in G7:
[488] cambridgeanalytica
[335] fnrnlepen
[71] brexit
[68] trump2016
[54] bannon
[37] tedcruz
[28] stevebannontrial
[22] cambridgeanalyticascandal
[20] deletezuckerbergonetime4all
[19] rohingya

Top Hashtags in Tweet in G8:
[72] cambridgeanalytica
[16] facebook
[15] privacy
[9] litigation
[4] thegreathack
[3] brexit
[2] bannon
[2] kushner
[2] mercer
[2] genocide

Top Hashtags in Tweet in G9:
[12] cambridgeanalytica
[4] flynn
[3] evangelicals
[3] alexandernix
[2] smallworld
[2] patrickbergy
[2] j6
[2] irregularwarfare
[1] dividedwefall
[1] bannon

Top Hashtags in Tweet in G10:
[63] cambridgeanalytica
[13] netflix
[9] peopleyoumayknow
[7] robertmercer
[7] facebook
[5] followthemoney
[5] palantir
[4] lukoil
[4] data
[3] scl

Top Words
Top Words in Tweet in Entire Graph:
[2661] #cambridgeanalytica
[1001] data
[716] #facebook
[446] cambridge
[444] stefsimanowitz
[389] helped
[389] remember
[387] mining
[387] emmalbriant
[380] heathermoandco

Top Words in Tweet in G1:
[384] #cambridgeanalytica
[376] #facebook
[373] data
[372] heathermoandco
[372] helped
[370] mining
[370] remember
[370] autocrat
[370] conman
[370] elect

Top Words in Tweet in G2:
[350] emmalbriant
[271] #cambridgeanalytica
[137] interactive
[136] cambridge
[130] patreon
[128] behind
[127] dataset
[125] made
[124] above
[124] available

Top Words in Tweet in G3:
[361] stefsimanowitz
[305] #cambridgeanalytica
[150] #palantir
[135] chrisinsilico
[131] data
[127] palantir
[116] #facultyai
[113] links
[102] trusted
[97] nhs

Top Words in Tweet in G4:
[191] carolecadwalla
[123] #cambridgeanalytica
[104] #malta
[99] repubblikamt
[92] conversation
[80] left
[80] surely
[79] memorable
[78] pulitzer
[68] over

Top Words in Tweet in G5:
[198] #cambridgeanalytica
[92] #facebook
[58] data
[50] facebook
[44] cambridge
[44] analytica
[36] lawsuit
[34] settle
[27] #meta
[21] privacy

Top Words in Tweet in G6:
[217] dms
[217] twitter
[217] range
[217] developers
[217] harvest
[217] including
[217] access
[217] private
[217] basis
[217] data

Top Words in Tweet in G7:
[499] #cambridgeanalytica
[345] #fnrnlepen
[332] khadymany
[218] youtube
[126] thegreathackdoc
[122] thebrinkfilm
[96] cambridge
[91] analytica
[87] mark
[87] zuckerberg

Top Words in Tweet in G8:
[98] meta
[72] #cambridgeanalytica
[71] lawsuit
[70] settle
[68] big
[66] parent
[65] agreed
[65] pay
[64] letting
[64] including

Top Words in Tweet in G9:
[170] robert
[169] mercer
[168] trump
[166] nyckatyc
[164] campaign
[162] abc
[162] ajdukakis
[162] owned
[162] friend
[162] good

Top Words in Tweet in G10:
[62] #cambridgeanalytica
[49] profcarroll
[26] twitter
[21] scl
[21] transparently
[21] tried
[21] failed
[21] appoint
[21] judge
[21] liquidate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[424] #cambridgeanalytica,#facebook
[385] data,mining
[385] remember,#cambridgeanalytica
[378] wannabe,autocrat
[378] unqualified,conman
[378] helped,elect
[378] elect,unqualified
[378] conman,wannabe
[378] autocrat,data
[378] #facebook,helped

Top Word Pairs in Tweet in G1:
[370] helped,elect
[370] conman,wannabe
[370] remember,#cambridgeanalytica
[370] #cambridgeanalytica,#facebook
[370] unqualified,conman
[370] autocrat,data
[370] wannabe,autocrat
[370] #facebook,helped
[370] elect,unqualified
[370] data,mining

Top Word Pairs in Tweet in G2:
[131] interactive,cambridge
[127] dataset,behind
[124] 'dark,art
[124] patreon,'dark
[124] available,patreon
[124] above,dataset
[124] art,debutants'
[124] behind,interactive
[124] debutants',above
[124] made,available

Top Word Pairs in Tweet in G3:
[100] #palantir,#facultyai
[84] #facultyai,links
[83] links,discredited
[83] aware,#palantir
[83] discredited,#cambridgeanalytica
[82] whistleblower,chrisinsilico
[69] showed,#cambridgeanalytica
[69] harvest,data
[69] data,facebook
[69] palantir,showed

Top Word Pairs in Tweet in G4:
[96] repubblikamt,#malta
[79] surely,memorable
[79] left,surely
[79] conversation,carolecadwalla
[79] memorable,conversation
[78] carolecadwalla,pulitzer
[66] hrs,left
[66] over,24
[66] #malta,little
[66] 24,hrs

Top Word Pairs in Tweet in G5:
[44] cambridge,analytica
[19] #facebook,#cambridgeanalytica
[19] agrees,settle
[15] #cambridgeanalytica,#facebook
[13] analytica,data
[12] data,breach
[11] data,privacy
[10] 11th,hour
[10] lawsuit,ends
[10] ends,11th

Top Word Pairs in Tweet in G6:
[217] range,private
[217] data,including
[217] twitter,developers
[217] private,user
[217] dms,basis
[217] user,data
[217] harvest,vast
[217] access,harvest
[217] including,dms
[217] vast,range

Top Word Pairs in Tweet in G7:
[295] #fnrnlepen,#cambridgeanalytica
[118] thebrinkfilm,thegreathackdoc
[118] youtube,thebrinkfilm
[117] thegreathackdoc,#fnrnlepen
[94] khadymany,#fnrnlepen
[91] cambridge,analytica
[85] mark,zuckerberg
[67] #brexit,#trump2016
[61] marine,pen
[48] over,cambridge

Top Word Pairs in Tweet in G8:
[65] parent,meta
[63] pay,big
[63] big,bucks
[63] parties,including
[63] facebook's,parent
[63] letting,third
[63] third,parties
[63] bucks,settle
[63] settle,lawsuit
[63] including,defunct

Top Word Pairs in Tweet in G9:
[169] robert,mercer
[163] trump,campaign
[162] mercer,owned
[162] conway,joined
[162] friend,robert
[162] request,good
[162] abc,conway
[162] good,friend
[162] campaign,request
[162] ajdukakis,abc

Top Word Pairs in Tweet in G10:
[21] appoint,independent
[21] tried,failed
[21] liquidate,scl
[21] transparently,liquidate
[21] failed,judge
[21] administrator,transparently
[21] judge,appoint
[21] independent,administrator
[20] profcarroll,tried
[20] scl,cambridgeanalyti

Top Replied-To
Top Replied-To in Entire Graph:
@khadymany
@camanalytica
@elonmusk
@louisemensch
@tedcruz
@johan_weylland
@ghflorent
@this0499154500
@jmpsimor
@thatalexwoman

Top Replied-To in G1:
@heathermoandco
@mike_tremblay

Top Replied-To in G2:
@thezedwards
@danwilliamsphil
@chrisinsilico
@liviaponzio
@info_aus
@hootsuite
@paulniland

Top Replied-To in G3:
@emmalbriant
@philmyers53
@allthecitizens
@terrymcginnuk
@labourlewis
@truemythocracy
@kellyannepolls
@d_jeneration
@stefsimanowitz

Top Replied-To in G4:
@carolecadwalla
@channel4news
@moaningkraut
@marycoa290358
@jamesrwithers
@bdq_quinn
@gmck2012
@twotaffsontour
@laurensviviane
@hagster69

Top Replied-To in G7:
@khadymany
@camanalytica
@johan_weylland
@this0499154500
@ghflorent
@tedcruz
@project9phoenix
@mlp_officiel
@renaud_sand
@nathdemeurisse

Top Replied-To in G8:
@facebook
@cyrilcoste
@apple
@thelastword
@copesint
@rachelquenzer
@metaquestvr
@goldnemovesgold
@foxnews
@brianrayguitar

Top Replied-To in G9:
@ajdukakis
@duty2warn
@fliegerrick
@sg3neris

Top Replied-To in G10:
@louisemensch
@spoonamore
@truefactsstated
@profcarroll
@barbetta1
@ellabagh
@tentoads4truth
@d2ontop
@kantrowitz
@bckrda

Top Mentioned
Top Mentioned in Entire Graph:
@stefsimanowitz
@emmalbriant
@heathermoandco
@khadymany
@kitklarenberg
@youtube
@carolecadwalla
@chrisinsilico
@nyckatyc
@abc

Top Mentioned in G1:
@heathermoandco
@stefsimanowitz
@wise_project
@pconservateurqc
@emmalbriant
@chrisinsilico
@mike_tremblay

Top Mentioned in G2:
@emmalbriant
@patreon
@stefsimanowitz
@chrisinsilico
@cop_csi
@matthindman
@covuni_csm
@commonsdcms
@gaslitnation
@thezedwards

Top Mentioned in G3:
@stefsimanowitz
@chrisinsilico
@foxglove
@dawnbutlerbrent
@matthancock
@bthechangeusek
@d_jeneration
@emmalbriant
@labourlewis
@terrymcginnuk

Top Mentioned in G4:
@carolecadwalla
@repubblikamt
@shady_inf0
@manwel_delia
@stefsimanowitz
@mattbaldacchino
@channel4news
@bbcnews
@emmalbriant
@maisongladys

Top Mentioned in G5:
@acredite_co

Top Mentioned in G6:
@kitklarenberg
@stefsimanowitz

Top Mentioned in G7:
@khadymany
@youtube
@thegreathackdoc
@thebrinkfilm
@project9phoenix
@mlp_officiel
@ownyourdatanow
@franceshaugen
@uefrance
@aoc

Top Mentioned in G8:
@facebook
@meta
@hackernoon
@swiftstories
@twitter
@akwyz
@mirko_ross
@zeinazakhour
@scottwluton
@digitalcolmer

Top Mentioned in G9:
@nyckatyc
@abc
@ajdukakis
@americanrei5
@duty2warn
@dlonorse
@heathermoandco
@fliegerrick
@angegarrod

Top Mentioned in G10:
@profcarroll
@ericgarland
@lincolnproject
@jamesfourm
@mollymckew
@lauferlaw
@teapainusa
@truefactsstated
@brentallpress
@20committee

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@s9tmt
@cybersecurityn8
@applesupport
@inabster
@davidbewart
@lizditz
@chrisbrey1
@bannerite
@evankirstel

Top Tweeters in G1:
@johangreg
@joannecangal
@dianneathome
@ghostcatbce
@debp197
@kathy73921688
@hopealdridge
@ruthmkb
@tintie4
@merlinofcanada

Top Tweeters in G2:
@lizditz
@1loriking
@79topper
@tadrow
@adekleine
@lorettabower3
@avonan
@net2ayurveda
@melissajpeltier
@debsomewhere

Top Tweeters in G3:
@christinejameis
@youranonriots
@safarisara
@juliecuninghame
@ht4ecosocialism
@las2950
@josmirek
@bracing
@kate_eviva
@aitch_el

Top Tweeters in G4:
@bannerite
@allchanges
@guardian
@pqpolitics
@jorichardskent
@awarding_women
@bbcnews
@heather63262308
@jodzio
@zidanesboots

Top Tweeters in G5:
@curiocat13
@yasu_yasuno_sa
@beccanalia
@hardknoxfirst
@amna_news
@perpetual_now
@kostian_v
@diariolibre
@gulf_news
@periodicohoy

Top Tweeters in G6:
@inabster
@s_total_s2
@johnjoechad
@sandoly
@redot2005
@spacema09104056
@diabolo741
@th2shay
@monicaconyemen
@realdavidcarter

Top Tweeters in G7:
@menabster
@reuters
@minotauresse
@e2dot7182818284
@rfi
@jdf754
@ledredman
@val_do
@nowthisnews
@khadymany

Top Tweeters in G8:
@applesupport
@evankirstel
@dancas2
@mumaralid
@bode_bankz
@wyatojb5qpvbfa3
@bellablue1060
@combatsespoir
@foxnews
@jacobussystems

Top Tweeters in G9:
@cblazblaz
@nctrueblue
@weskusgogga
@caroljdavy
@smp0312
@gmarie55
@my2twh
@wildmarshphoto
@cindycinnis
@frannyhelen

Top Tweeters in G10:
@mayirmamay14
@carrybeyond
@cotey_mary
@rhonda_harbison
@jorge_c_ny
@lovetogive2
@stlhd100
@1jasliz
@stunnedvoter
@caz5697