#FirstAmendment, Twitter, 1/10/2023 10:14:14 AM, 287631


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#FirstAmendment_2023-01-10_02-00-01.xlsx
#FirstAmendment_2023-01-10_02-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 10, 2023
Short Description:
#FirstAmendment via NodeXL https://bit.ly/3ZmTyGi
@elonmusk
@thisiskyler
@kenchri41579845
@thefireorg
@ishapiro
@miaminewtimes
@fgs4freedom
@stopsocialists
@foxnews
@adflegal

Top hashtags:
#firstamendment
#freespeech
#secondamendment
#usa
#trump
#1a
#maga
#america

Description:
Description
The graph represents a network of 5,175 Twitter users whose recent tweets contained "#FirstAmendment", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 10:07 UTC.

The tweets in the network were tweeted over the 2287-day, 1-hour, 11-minute period from Wednesday, 05 October 2016 at 22:50 UTC to Tuesday, 10 January 2023 at 00:01 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5175
Unique Edges : 3668
Edges With Duplicates : 8816
Total Edges : 12484
Number of Edge Types : 9
Retweet : 2557
MentionsInRetweet : 3390
Replies to : 1117
MentionsInReplyTo : 1952
Tweet : 1257
Mentions : 937
Quote : 922
MentionsInQuote : 309
MentionsInQuoteReply : 43
Self-Loops : 1807
Reciprocated Vertex Pair Ratio : 0.0156175298804781
Reciprocated Edge Ratio : 0.0307547465871646
Connected Components : 599
Single-Vertex Connected Components : 301
Maximum Vertices in a Connected Component : 3884
Maximum Edges in a Connected Component : 10240
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.130525
Graph Density : 0.000238016541271949
Modularity : 0.487582
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,175 Twitter users whose recent tweets contained "#FirstAmendment", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 10:07 UTC.

The tweets in the network were tweeted over the 2287-day, 1-hour, 11-minute period from Wednesday, 05 October 2016 at 22:50 UTC to Tuesday, 10 January 2023 at 00:01 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #FirstAmendment
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:
[30] https://conventionofstates.com/take_action?#actionflags
[21] https://www.thecollegefix.com/legal-group-wins-1668200-in-campus-speech-lawsuits-changes-seven-policies/
[11] https://twitter.com/Boulder_Tim/status/1605626701693583360/photo/1
[10] https://www.abajournal.com/magazine/article/state-laws-targeting-social-media-platforms-face-first-amendment-challenges
[9] https://www.abajournal.com/web/article/law-school-settles-free-speech-lawsuit-with-students-and-a-professor-whose-club-requires-a-belief-that-marriage-is-limited-to-heterosexual-couples
[8] https://twitter.com/i/spaces/1dRJZMkpMkwGB
[8] http://Chombler.com
[7] https://twitter.com/bariweiss/status/1601007575633305600
[6] https://coloradofoic.org/cfoics-2022-year-in-review-club-q-mcclain-autopsy-serial-meetings-secret-ballots-book-banning-teacher-sick-days-and-casa-bonita/
[6] https://twitter.com/mtaibbi/status/1603857534737072128

Top URLs in Tweet in G1:
[4] https://twitter.com/NiaMarch1/status/1605954699965763585/photo/1
[1] https://twitter.com/elonmusk/status/1603609466301059073
[1] https://twitter.com/WriterWarrior/status/1601708552271237122
[1] https://twitter.com/TallMisterHall/status/1601804686570401793/photo/1
[1] https://twitter.com/RClinto57113970/status/1607463960776777735/photo/1
[1] https://twitter.com/ThisIsKyleR/status/1601742925955989506
[1] https://twitter.com/ThisIsKyleR/status/1606783150910316545
[1] https://twitter.com/quadcarl_carl/status/1601746626020020225/photo/1
[1] https://twitter.com/curtis_perfect/status/1607007603468472320/photo/1

Top URLs in Tweet in G2:
[8] https://twitter.com/i/spaces/1dRJZMkpMkwGB
[6] https://twitter.com/mtaibbi/status/1603857534737072128
[6] https://twitter.com/bariweiss/status/1601007575633305600
[6] https://twitter.com/elonmusk/status/1604617643973124097
[5] https://twitter.com/bariweiss/status/1601008766861815808
[5] https://twitter.com/elonmusk/status/1602387025855885312
[4] https://twitter.com/mtaibbi/status/1601352083617505281
[4] https://twitter.com/bariweiss/status/1602364197194432515
[4] https://twitter.com/AquariusOfAge/status/1601435543132307462/photo/1
[4] https://twitter.com/libsoftiktok/status/1603568045607325698/photo/1

Top URLs in Tweet in G3:
[8] http://Chombler.com
[4] https://www.abajournal.com/magazine/article/state-laws-targeting-social-media-platforms-face-first-amendment-challenges
[4] https://twitter.com/marvinqueets/status/1607128940312948740/photo/1
[4] https://www.icnl.org/post/event/congressional-testimony-protecting-americans-right-to-peaceful-assembly
[3] http://www.patriotmobile.com/wwfa/
[2] https://tom-gillispie.blogspot.com/2022/08/1st.html
[2] https://www.youtube.com/watch?v=-YM4QorREGE&t=7s

[2] https://truthsocial.com/users/realDonaldTrump/statuses/109518990392565381
[2] https://twitter.com/HowSxGotScrewed/status/1603026791501017089/photo/1
[2] https://twitter.com/timothybucher33/status/1607357033514430464/photo/1

Top URLs in Tweet in G4:
[2] https://twitter.com/pjaicomo/status/1611012829934489604/photo/1
[2] https://twitter.com/pjaicomo/status/1611012827866595330/photo/1
[2] https://twitter.com/pjaicomo/status/1604082610028048384/photo/1
[2] https://www.thefire.org/news/illiberal-and-ill-advised-calls-censor-social-media-intensify
[2] https://www.wsj.com/articles/how-to-take-the-twitter-files-to-court-class-action-federal-agents-censorship-monetary-damages-tech-11672846719?st=1u7wdh7dootyr45
[2] https://www.rcfp.org/give/?utm_campaign=2022eoy&utm_medium=social&utm_source=twitter
[2] https://twitter.com/TexasTribune/status/1611366729145323521
[1] https://twitter.com/pjaicomo/status/1585993954255900673?s=20&t=Z97Zv2vB5_YwuzuHAilTCA
[1] https://nypost.com/2022/11/03/getting-arrested-for-making-jokes-on-facebook-isnt-funny/amp/
[1] https://ij.org/case/fort-bend-retaliation/

Top URLs in Tweet in G5:
[6] https://coloradofoic.org/cfoics-2022-year-in-review-club-q-mcclain-autopsy-serial-meetings-secret-ballots-book-banning-teacher-sick-days-and-casa-bonita/
[5] https://www.freedomforum.org/speech/
[4] https://twitter.com/SarahAshley2022/status/1604003019187798018/photo/1
[3] https://twitter.com/Plucille54/status/1607084440114855936/photo/1
[2] https://twitter.com/Plucille54/status/1596289313523859457/photo/1
[2] https://www.freedomforum.org/first-amendment-stories-of-2022/
[2] https://www.nytimes.com/2022/12/12/business/ftx-sam-bankman-fried-bahamas.html
[2] https://twitter.com/DemocracyEasy/status/1607971886402797569/photo/1
[1] https://twitter.com/i/spaces/1RDGlaObjkMJL?s=20
[1] https://twitter.com/i/spaces/1RDGlaObjkMJL

Top URLs in Tweet in G6:
[2] https://twitter.com/TruthUnitesUs/status/1611945045426569217/photo/1
[2] https://jonathanturley.org/2022/12/18/censor-or-else-democratic-members-warn-facebook-not-to-backslide-on-censorship/
[1] https://twitter.com/TruthUnitesUs/status/1612102734274039809/photo/1
[1] https://twitter.com/BreitbartNews/status/1611735295443046406
[1] https://twitter.com/MartyRiske/status/1611741167468544002/photo/1
[1] https://trib.al/srWCA9E
[1] https://twitter.com/FoxNews/status/1610881303322284033/video/1
[1] https://trib.al/BCHCLG6
[1] https://trib.al/nbsoQCx
[1] https://trib.al/CbIo5pU

Top URLs in Tweet in G7:
[21] https://www.thecollegefix.com/legal-group-wins-1668200-in-campus-speech-lawsuits-changes-seven-policies/
[3] https://www.nytimes.com/2023/01/08/business/media/wall-street-journal-reporter-phoenix-police.html?smid=nytcore-ios-share&referringSource=articleShare
[2] https://nypost.com/2022/12/26/biden-admin-pushed-to-ban-twitter-users-for-covid-disinformation/?utm_source=twitter&utm_campaign=android_nyp
[1] https://www.wsj.com/articles/can-colorado-tell-lorie-smith-what-to-say-obergefell-303-creative-v-elenis-kennedy-marriage-speech-11669925027
[1] https://www.foxnews.com/opinion/there-is-no-horseshoes-hand-grenades-exception-in-first-amendment-latest-scotus-case-proves-it
[1] https://twitter.com/ADFLegal/status/1597328511517458433/video/1
[1] https://www.washingtontimes.com/news/2022/dec/8/group-challenges-irs-requirement-disclose-nonprofi/
[1] https://www.washingtontimes.com/news/2022/dec/13/dr-anthony-fauci-not-worried-about-elon-musk-tweet/
[1] https://twitter.com/WashTimes/status/1602823947661213703/photo/1
[1] https://adfmedia.org/press-release/christian-student-group-secures-first-amendment-win-against-univ-nebraska-lincoln

Top URLs in Tweet in G8:
[2] https://twitter.com/SenLouiseLucas/status/1601427922836811776
[2] https://twitter.com/NameRedacted247/status/1607539875712217089
[1] https://twitter.com/NEWSMAX/status/1602451986078744577/video/1
[1] https://www.newsmax.com/us/idaho-students-christians/2022/12/09/id/1099928/
[1] https://www.newsmax.com/newsfront/twitter-files-donald-trump-censorship/2022/12/12/id/1100191/
[1] https://twitter.com/NEWSMAX/status/1602468375166615552/photo/1
[1] https://www.newsmax.com/newsfront/news-media-big-tech/2022/12/07/id/1099506/
[1] https://twitter.com/NEWSMAX/status/1601524635715371009/photo/1
[1] https://www.newsmax.com/newsfront/vladimir-putin-press-thyroid-cancer/2022/12/12/id/1100156/
[1] https://twitter.com/NEWSMAX/status/1602423088737832963/photo/1

Top URLs in Tweet in G9:
[2] https://twitter.com/picphysicians/status/1600732020941864961
[1] https://physiciansforinformedconsent.org/pic-sues-state-of-california-argues-that-doctor-censorship-bill-ab-2098-violates-the-u-s-constitution/
[1] https://twitter.com/picphysicians/status/1600732020941864961/photo/1
[1] https://physiciansforinformedconsent.org/aluminum
[1] https://twitter.com/i/web/status/1599517053399887872
[1] https://twitter.com/picphysicians/status/1599517053399887872/photo/1
[1] https://physiciansforinformedconsent.org/covid-19-vaccines
[1] https://twitter.com/picphysicians/status/1599505420011573248/photo/1
[1] https://stoppingsocialism.com/2022/12/david-harsanyi-the-future-of-the-first-amendment-hinges-on-the-303-creative-scotus-case/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/lifehaspurpose/status/1600913434463248385/photo/1

Top URLs in Tweet in G10:
[1] https://twitter.com/Tam_Resist/status/1608864056701751298/photo/1
[1] https://twitter.com/Tam_Resist/status/1609537980519317504/photo/1
[1] https://twitter.com/cmublock61/status/1609193153868742656
[1] https://twitter.com/cmublock61/status/1609193153868742656/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1968] twitter.com
[76] youtube.com
[40] blogspot.com
[31] conventionofstates.com
[23] abajournal.com
[21] thecollegefix.com
[18] trib.al
[16] nypost.com
[15] foxnews.com
[15] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[12] twitter.com

Top Domains in Tweet in G2:
[980] twitter.com
[12] youtube.com
[12] rsbnetwork.com
[6] breitbart.com
[5] substack.com
[5] nypost.com
[5] theepochtimes.com
[4] truthsocial.com
[3] threadreaderapp.com
[3] rumble.com

Top Domains in Tweet in G3:
[160] twitter.com
[23] youtube.com
[8] chombler.com
[8] cnav.news
[5] cnn.com
[5] abajournal.com
[4] blogspot.com
[4] thepricklypear.org
[4] nypost.com
[4] icnl.org

Top Domains in Tweet in G4:
[28] twitter.com
[5] thefire.org
[3] ij.org
[3] texastribune.org
[2] apnews.com
[2] wsj.com
[2] rcfp.org
[1] nypost.com
[1] go.com
[1] newsweek.com

Top Domains in Tweet in G5:
[75] twitter.com
[12] freedomforum.org
[6] coloradofoic.org
[4] nytimes.com
[3] trib.al
[2] theguardian.com
[2] youtube.com
[1] arnoldventures.org
[1] washingtonpost.com
[1] thefp.com

Top Domains in Tweet in G6:
[29] twitter.com
[11] trib.al
[7] jonathanturley.org
[1] foxnews.com
[1] house.gov
[1] conservativebrief.com
[1] youtube.com
[1] substack.com

Top Domains in Tweet in G7:
[21] thecollegefix.com
[8] twitter.com
[3] nytimes.com
[3] nypost.com
[2] washingtontimes.com
[1] wsj.com
[1] foxnews.com
[1] adfmedia.org
[1] wsimg.com
[1] youtube.com

Top Domains in Tweet in G8:
[52] twitter.com
[9] newsmax.com
[1] youtube.com
[1] nws.mx
[1] nypost.com
[1] nytimes.com
[1] rollingstone.com
[1] dmsguild.com
[1] gop.com
[1] oann.com

Top Domains in Tweet in G9:
[7] twitter.com
[3] physiciansforinformedconsent.org
[1] stoppingsocialism.com
[1] miaminewtimes.com

Top Domains in Tweet in G10:
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4077] firstamendment
[1432] freespeech
[569] secondamendment
[566] usa
[548] trump
[539] 1a
[534] maga
[512] america
[477] trump2024
[473] 2a



Top Hashtags in Tweet in G1:
[1040] firstamendment
[1025] freespeech
[5] freedomofspeech
[3] 1a
[1] newtwitter
[1] fuckcensorship
[1] fuckmasspsychosis
[1] fightforourrights
[1] freedomofexpression
[1] elonmusk

Top Hashtags in Tweet in G2:
[999] firstamendment
[502] 1a
[484] america
[484] usa
[480] trump
[474] maga
[470] trump2024
[468] 1amendment
[467] secondamendment
[467] maga2024

Top Hashtags in Tweet in G3:
[382] firstamendment
[62] freespeech
[61] freedom
[52] secondamendment
[47] elonmusk
[42] trump
[38] conservative
[37] democrat
[37] redpill
[37] letsgobrandon

Top Hashtags in Tweet in G4:
[115] firstamendment
[41] prosecutorialimmunity
[15] freespeech
[5] twitter
[5] un
[4] qualifiedimmunity
[4] wikileaks
[4] unesco
[3] usa
[3] biden

Top Hashtags in Tweet in G5:
[97] firstamendment
[19] freespeech
[17] assange
[15] iamassange
[15] freeassangenow
[12] julianassange
[9] prosepersecution
[7] freeassange
[7] freepress
[7] copolitics

Top Hashtags in Tweet in G6:
[52] firstamendment
[17] freespeech
[16] truth
[13] constitution
[12] freedom
[12] america
[12] freedomofspeech
[12] censorship
[11] maga
[11] liberty

Top Hashtags in Tweet in G7:
[75] firstamendment
[7] freespeech
[5] scotus
[1] 303creative
[1] createfreely
[1] 1a
[1] donorprivacy
[1] publicschools
[1] crt
[1] ibanez

Top Hashtags in Tweet in G8:
[56] firstamendment
[13] maga
[12] americafirst
[9] usa
[5] censorship
[5] dnd
[5] freespeech
[5] heerak
[5] democrats
[4] civilrights

Top Hashtags in Tweet in G9:
[120] firstamendment
[3] covid19
[2] california
[2] educate
[2] alternative
[2] picphysicians
[1] ab2098
[1] aluminum
[1] vaccines
[1] 1stdonoharm

Top Hashtags in Tweet in G10:
[4] firstamendment
[1] equalprotection
[1] cotus
[1] noconcon
[1] democracynotautocracy

Top Words
Top Words in Tweet in Entire Graph:
[4073] #firstamendment
[1432] #freespeech
[1095] still
[1076] use
[1057] voice
[1047] thisiskyler
[775] twitter
[589] speech
[569] #secondamendment
[566] #usa

Top Words in Tweet in G1:
[1040] #firstamendment
[1031] thisiskyler
[1025] #freespeech
[1024] use
[1020] voice
[1019] still
[6] rights
[5] amendment
[5] lies
[5] #freedomofspeech

Top Words in Tweet in G2:
[999] #firstamendment
[502] #1a
[484] #usa
[484] #america
[480] #trump
[474] #maga
[470] #trump2024
[468] #1amendment
[467] #presidentdonaldjtrump2024
[467] #secondamendment

Top Words in Tweet in G3:
[382] #firstamendment
[70] speech
[69] twitter
[62] #freespeech
[61] #freedom
[52] #secondamendment
[47] #elonmusk
[42] #trump
[40] amendment
[40] first

Top Words in Tweet in G4:
[115] #firstamendment
[81] pjaicomo
[78] ij
[57] cases
[47] two
[45] law
[43] history
[43] matter
[42] doctrine
[42] challenging

Top Words in Tweet in G5:
[96] #firstamendment
[39] julian
[24] assange
[23] freedom
[23] first
[19] public
[19] speech
[19] #freespeech
[18] plucille54
[18] secblinken

Top Words in Tweet in G6:
[64] schiff
[64] truthunitesus
[62] adam
[55] first
[53] amendment
[52] #firstamendment
[50] constitution
[48] violated
[47] rep
[46] ca

Top Words in Tweet in G7:
[87] adflegal
[75] #firstamendment
[54] government
[42] beliefs
[37] against
[29] lorie
[29] public
[29] artist
[29] universities
[26] speech

Top Words in Tweet in G8:
[56] #firstamendment
[21] gop
[18] rights
[13] congress
[13] #maga
[12] housegop
[12] #americafirst
[12] christian
[12] kim
[11] heerak

Top Words in Tweet in G9:
[120] #firstamendment
[84] lawsuit
[83] raise
[83] thank
[83] please
[83] questions
[83] awareness
[83] help
[83] comments
[81] picphysicians

Top Words in Tweet in G10:
[7] side
[6] tam_resist
[6] americans
[6] re
[6] democracy
[6] somebody
[6] fault
[6] losers
[6] faketriot
[6] majority

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1184] #freespeech,#firstamendment
[1031] still,#freespeech
[1031] voice,use
[1031] use,still
[1029] thisiskyler,voice
[523] #firstamendment,#secondamendment
[469] #trump,#trump2024
[468] #maga,#maga2024
[468] #1amendment,#firstamendment
[468] #maga2024,#america

Top Word Pairs in Tweet in G1:
[1021] #freespeech,#firstamendment
[1019] use,still
[1019] voice,use
[1019] still,#freespeech
[1018] thisiskyler,voice
[3] 1st,amendment
[2] many,people
[2] #firstamendment,rights
[2] political,party
[2] supreme,court

Top Word Pairs in Tweet in G2:
[468] #1amendment,#firstamendment
[467] #firstamendment,#secondamendment
[467] #donaldjtrump,#donaldjtrump2024
[467] #trump,#trump2024
[467] #maga,#maga2024
[467] #trump2024,#maga
[467] #presidentdonaldjtrump,#presidentdonaldjtrump2024
[467] #usa,#usa2024
[467] #donaldjtrump2024,#presidentdonaldjtrump
[467] #america2024,#usa

Top Word Pairs in Tweet in G3:
[47] #firstamendment,#secondamendment
[35] #feminism,#firstamendment
[35] #fjb,#letsgobrandon
[35] #jordanpeterson,#candaceowens
[35] #redpill,#fjb
[35] #twitterflies,#woke
[35] #meme,#liberal
[35] #letsgobrandon,#feminism
[35] #benshapiro,#joerogan
[35] #elonmusk,#twitterflies

Top Word Pairs in Tweet in G4:
[46] ij,two
[46] two,cases
[41] indefensible,matter
[41] law,history
[41] policy,ij
[41] cases,challenging
[41] history,policy
[41] challenging,doctrine
[41] #prosecutorialimmunity,indefensible
[41] matter,law

Top Word Pairs in Tweet in G5:
[20] julian,assange
[16] state,crimes
[15] truth,state
[15] crimes,jailed
[15] julian,#assange
[15] jailed,julian
[15] tell,truth
[15] #iamassange,tell
[15] retweet,#iamassange
[14] #assange,#f

Top Word Pairs in Tweet in G6:
[62] adam,schiff
[53] first,amendment
[47] violated,first
[46] amendment,arguably
[46] oath,uphold
[46] constitution,2020
[46] rep,adam
[46] ca,violated
[46] arguably,oath
[46] uphold,constitution

Top Word Pairs in Tweet in G7:
[43] adflegal,government
[29] public,universities
[25] government,retaliates
[25] lorie,smith
[25] retaliates,against
[24] artist,lorie
[24] graphic,artist
[23] someone,peacefully
[23] peacefully,sharing
[23] sharing,religious

Top Word Pairs in Tweet in G8:
[16] #firstamendment,rights
[12] #maga,#americafirst
[12] kim,#maga
[11] christian,kim
[10] #americafirst,gop
[9] district,2024
[8] gop,candidate
[8] heerak,christian
[7] candidate,congress
[6] adam,schiff

Top Word Pairs in Tweet in G9:
[83] comments,please
[83] raise,awareness
[83] help,raise
[83] questions,comments
[83] please,help
[83] #firstamendment,lawsuit
[83] thank,questions
[83] awareness,#firstamendment
[81] lawsuit,#cal
[81] picphysicians,thank

Top Word Pairs in Tweet in G10:
[6] americans,side
[6] re,faketriot
[6] side,democracy
[6] fault,re
[6] faketriot,losers
[6] majority,americans
[6] democracy,fault
[6] losers,somebody
[5] tam_resist,majority
[2] danitrump2020,mpo619

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@shellenbergermd
@repadamschiff
@thisiskyler
@bariweiss
@repmattgaetz
@jonathanturley
@mtaibbi
@marionawfal
@realdonaldtrump

Top Replied-To in G1:
@thisiskyler

Top Replied-To in G2:
@elonmusk
@shellenbergermd
@repadamschiff
@bariweiss
@repmattgaetz
@mtaibbi
@realdonaldtrump
@hodgetwins
@tedlieu
@dineshdsouza

Top Replied-To in G4:
@ap
@mattbuxton
@txinmysoul
@44rampantranger
@guzzak
@leppertthom
@alaskalandmine
@iamthedreamking
@lkharterlinda
@mayortobin

Top Replied-To in G5:
@marionawfal
@kimdotcom
@jonathanturley
@wikileaks
@cnn
@democracynow
@villanovicente
@chrislhayes
@secblinken
@ggreenwald

Top Replied-To in G6:
@jonathanturley
@foxnews
@c5allaxy
@clownworld_
@elonmusk
@martyriske
@amazinglife03
@tomilahren
@tortured_verse

Top Replied-To in G7:
@adflegal

Top Replied-To in G8:
@newsmax
@unm
@greta
@rollingstone
@kyrstensinema
@memphis253
@paizo
@gailsimone
@mike_77martinez
@civilrights

Top Replied-To in G10:
@roylovesamerica
@missy8008135
@webguytv
@angryfleas

Top Mentioned
Top Mentioned in Entire Graph:
@thisiskyler
@elonmusk
@adflegal
@picphysicians
@pjaicomo
@twitter
@ij
@truthunitesus
@bariweiss
@peaceandteachin

Top Mentioned in G1:
@thisiskyler
@elonmusk
@tallmisterhall

Top Mentioned in G2:
@elonmusk
@twitter
@bariweiss
@thedaveweinbaum
@mtaibbi
@fbi
@richardhine
@realdonaldtrump
@repadamschiff
@senwhitehouse

Top Mentioned in G3:
@justsmileandlol
@brimshack
@womenrightsbae2
@allentien
@firstrebelmedia
@timothybucher33
@soltronian1
@metrovoice

Top Mentioned in G4:
@pjaicomo
@ij
@thefireorg
@mharwood31
@aaronterr1
@catoinstitute
@rutherford_inst
@usconst_amend_i
@ap
@abcnews

Top Mentioned in G5:
@plucille54
@secblinken
@mattobranain
@thejusticedept
@1stforall
@francisjeffrey7
@nytimes
@cofoic
@democracynow

Top Mentioned in G6:
@truthunitesus
@clownworld_
@martyriske
@elonmusk
@foxnews
@jonathanturley
@speakermccarthy
@armyhelopilot
@tesla
@bretbaier

Top Mentioned in G7:
@adflegal
@collegefix
@unlincoln
@nebfamily
@kwaggoneradf
@profclaycalvert
@lidskylidsky
@louisvillelaw
@jaxtdy
@wjctnews

Top Mentioned in G8:
@gop
@housegop
@glennyoungkin
@thedemocrats
@heerak4congress
@thejusticedept
@elonmusk
@housedemocrats
@senategop
@tpusa

Top Mentioned in G9:
@picphysicians
@stopsocialists
@lifehaspurpose
@miaminewtimes
@thefireorg

Top Mentioned in G10:
@tam_resist
@synyster63
@flattielover
@bigteethyouhave
@karendi95261360
@slim90866101
@shellyrkirchoff
@theon_orbis

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@souljahsingh
@teamyoutube
@independent
@lizditz
@thehill
@chantelldawnsny
@docwashburn
@mtrushmore2016
@business

Top Tweeters in G1:
@souljahsingh
@bartek93794875
@mscontrariansci
@nvania
@raynengrace
@augustacrochet
@kathyfisher10
@mariabonanno9
@wwfrawiswar
@cbprincess5

Top Tweeters in G2:
@threadreaderapp
@docwashburn
@willsdarlin
@kurtschlichter
@nypost
@crlulukat
@zerohedge
@latimes
@kevinrns
@maurlind

Top Tweeters in G3:
@allentien
@eyewonit
@br00t4c
@editoratwork
@rorytdc
@pbrown4348
@mvario1
@jmcnchicago
@exposingalec
@reddysalina

Top Tweeters in G4:
@lizditz
@paxnostrum
@kimvie
@dianeeugenio
@wsj
@abcnews
@ausshot3dave
@teawithray
@epidatageek
@ap

Top Tweeters in G5:
@guardian
@cathymcrorie
@telegraph
@carolehope2
@nytimes
@cnn
@newsweek
@paulbris2010
@msnbc
@shaistasalam1

Top Tweeters in G6:
@foxnews
@nbcnews
@robertbradleyj2
@usa_anne711
@groth1945
@gilliganista
@62jerseygirl
@dragonragegamin
@smithscoffeepot
@thefloridarose

Top Tweeters in G7:
@noprezzie2012
@washtimes
@greenesj333
@roncoleman
@nonsumdignus
@larsofhaus1
@lisacpc1
@patrioticcougar
@gsdalpha
@93a4jules

Top Tweeters in G8:
@independent
@drfarmertx
@abc
@dndclerichorgar
@gailsimone
@cbsnews
@audrakat
@greta
@rollingstone
@dndgoblin

Top Tweeters in G9:
@mtrushmore2016
@opinionherehi
@terminatorbarbi
@lorenaashcroft
@marygerdt
@mjsb143
@samuelwhittemo3
@auntfifi4trump
@randeem5
@annetony2020

Top Tweeters in G10:
@thereseosulliv2
@tam_resist
@theon_orbis
@tweetmalena
@wontcavedave
@vincegottalotta
@kleeontheright
@ladyoftheocean1
@mydoggyruss
@bodhisattvakat