#FirstAmendment, Twitter, 1/17/2023 10:13:26 AM, 288274


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#FirstAmendment_2023-01-17_02-00-01.xlsx
#FirstAmendment_2023-01-17_02-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2023
Short Description:
#FirstAmendment via NodeXL https://bit.ly/3Ha99lg
@thisiskyler
@elonmusk
@bennyjohnson
@kenchri41579845
@adflegal
@luvjcnow
@ij
@scott4maga
@thefireorg
@foxnews

Top hashtags:
#firstamendment
#freespeech
#secondamendment
#usa
#1a
#trump
#maga
#america
#trump2024
#2a

Description:
Description
The graph represents a network of 5,129 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 10:06 UTC.

The tweets in the network were tweeted over the 2458-day, 12-hour, 54-minute period from Sunday, 24 April 2016 at 12:02 UTC to Tuesday, 17 January 2023 at 00:57 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 : 5129
Unique Edges : 3367
Edges With Duplicates : 8739
Total Edges : 12106
Number of Edge Types : 9
Retweet : 2762
MentionsInRetweet : 3579
Replies to : 955
MentionsInReplyTo : 1621
Tweet : 1258
Mentions : 761
Quote : 845
MentionsInQuote : 290
MentionsInQuoteReply : 35
Self-Loops : 1751
Reciprocated Vertex Pair Ratio : 0.014504697544091
Reciprocated Edge Ratio : 0.0285946385052803
Connected Components : 583
Single-Vertex Connected Components : 283
Maximum Vertices in a Connected Component : 3493
Maximum Edges in a Connected Component : 9183
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.217614
Graph Density : 0.000234016964499988
Modularity : 0.496068
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,129 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 10:06 UTC.

The tweets in the network were tweeted over the 2458-day, 12-hour, 54-minute period from Sunday, 24 April 2016 at 12:02 UTC to Tuesday, 17 January 2023 at 00:57 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:
[111] https://www.washingtonexaminer.com/restoring-america/equality-not-elitism/how-a-teachers-maga-hat-led-to-a-viral-court-case
[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.youtube.com/watch?v=uwbsV5NeXkI&feature=youtu.be

[8] https://twitter.com/i/spaces/1dRJZMkpMkwGB
[7] http://Chombler.com
[7] https://video.getpvd.com/talk-with-respect-well-heres-my-mouth-make-me-talk-with-respect-firstamendment-video/?utm_source=dlvr.it&utm_medium=twitter
[7] 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

Top URLs in Tweet in G1:
[1] https://www.foxnews.com/us/texas-brewery-cancels-anti-censorship-rally-featuring-kyle-rittenhouse
[1] https://twitter.com/873G5/status/1614093906848927744/photo/1
[1] https://twitter.com/RClinto57113970/status/1607463960776777735/photo/1
[1] https://twitter.com/ThisIsKyleR/status/1606783150910316545
[1] https://twitter.com/curtis_perfect/status/1607007603468472320/photo/1
[1] https://twitter.com/ThisIsKyleR/status/1614028282738925568

Top URLs in Tweet in G2:
[8] https://twitter.com/i/spaces/1dRJZMkpMkwGB
[5] https://twitter.com/elonmusk/status/1602387025855885312
[5] https://twitter.com/elonmusk/status/1604617643973124097
[4] https://twitter.com/mtaibbi/status/1603857534737072128
[4] https://twitter.com/JoeBenderfromFL/status/1613660439472230401/photo/1
[4] https://twitter.com/AutismCapital/status/1602472114203684865/photo/1
[4] https://twitter.com/unfamous81/status/1603994534471426050/photo/1
[3] https://twitter.com/elonmusk/status/1607096125567414272/photo/1
[3] https://twitter.com/davidzweig/status/1607378386338340867
[3] https://twitter.com/bariweiss/status/1602364197194432515

Top URLs in Tweet in G3:
[7] http://Chombler.com
[4] https://www.abajournal.com/magazine/article/state-laws-targeting-social-media-platforms-face-first-amendment-challenges
[4] https://www.amazon.com/stores/page/869EEAFE-3A56-4B15-8D8A-8BEC1B529AAD
[4] https://twitter.com/marvinqueets/status/1607128940312948740/photo/1
[2] https://soundcloud.com/user-729887167/christians-politics-doug-wilson
[2] https://shapingopinion.com/encore-nadine-strossen-free-speech-over-censorship/
[2] https://www.youtube.com/watch?v=2Zi1obwyqSs&feature=youtu.be

[2] https://truthsocial.com/users/realDonaldTrump/statuses/109518990392565381
[2] http://www.patriotmobile.com/wwfa/
[2] https://twitter.com/HowSxGotScrewed/status/1603026791501017089/photo/1

Top URLs in Tweet in G4:
[4] https://twitter.com/GarlicCorgi/status/1613573888235167746/photo/1
[3] https://www.texastribune.org/2023/01/06/first-amendment-laredo-journalist/
[2] https://www.thefire.org/news/illiberal-and-ill-advised-calls-censor-social-media-intensify
[2] https://twitter.com/pjaicomo/status/1604082610028048384/photo/1
[2] https://twitter.com/pjaicomo/status/1597961815329161216/photo/1
[2] https://twitter.com/pjaicomo/status/1611012829934489604/photo/1
[2] https://twitter.com/pjaicomo/status/1611012827866595330/photo/1
[2] https://twitter.com/pjaicomo/status/1613652059621924871/photo/1
[2] https://twitter.com/TexasTribune/status/1611366729145323521
[1] https://www.thefire.org/research-learn/fire-comment-missouri-secretary-state-december-15-2022

Top URLs in Tweet in G5:
[4] https://twitter.com/The_Foot_Junky/status/1610771950670065673/photo/1
[4] https://twitter.com/SarahAshley2022/status/1604003019187798018/photo/1
[3] https://twitter.com/The_Foot_Junky/status/1610771228448493569/photo/1
[3] https://twitter.com/Plucille54/status/1607084440114855936/photo/1
[2] https://jonathanturley.org/2022/12/18/censor-or-else-democratic-members-warn-facebook-not-to-backslide-on-censorship/
[2] https://twitter.com/The_Foot_Junky/status/1610800812778741760/photo/1
[2] https://twitter.com/NameRedacted247/status/1607539875712217089
[2] https://twitter.com/Plucille54/status/1596289313523859457/photo/1
[2] https://twitter.com/TJWooster/status/1614000653906448384/photo/1
[1] https://trib.al/Whd6r34

Top URLs in Tweet in G6:
[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
[1] https://wng.org/opinions/up-against-the-prayer-police-1673439848
[1] https://www.foxnews.com/opinion/there-is-no-horseshoes-hand-grenades-exception-in-first-amendment-latest-scotus-case-proves-it
[1] https://adflegal.org/article/university-tried-censor-christian-students
[1] https://youtu.be/B4TvZBOPibE?t=15
[1] https://www.youtube.com/watch?v=B4TvZBOPibE&feature=youtu.be

[1] https://twitter.com/ProfClayCalvert/status/1603411831749500932/photo/1
[1] https://img1.wsimg.com/blobby/go/05e8fd6b-a5de-4f26-b65a-ac38591fe866/downloads/02.%20Calvert%20%26%20Gonazalez_Final%20Edit_Formatted.pdf?ver=1670947821569
[1] https://twitter.com/ProfClayCalvert/status/1604544052183138308/photo/1

Top URLs in Tweet in G7:
[9] https://www.youtube.com/watch?v=uwbsV5NeXkI&feature=youtu.be

[3] https://www.youtube.com/watch?v=haU-bIwETi0&feature=youtu.be

[2] https://www.aclum.org/en/know-your-rights/know-your-rights-social-media-blocking-public-officials
[2] https://thejewishvoice.com/2022/12/documents-uncover-secret-twitter-portal-us-government-used-to-censor-covid-19-content/
[2] https://blog.google/outreach-initiatives/public-policy/gonzalez-v-google-and-the-future-of-an-open-free-and-safe-internet/
[2] https://twitter.com/mtaibbi/status/1603857534737072128
[2] https://twitter.com/ksucats96/status/1613358128044687360/photo/1
[2] https://www.youtube.com/watch?v=623he1BMcXI&feature=youtu.be

[2] https://www.youtube.com/watch?v=xVYggkld5r4&feature=youtu.be

[2] https://www.youtube.com/watch?v=_8HQgqji2B8&feature=youtu.be


Top URLs in Tweet in G8:
[111] https://www.washingtonexaminer.com/restoring-america/equality-not-elitism/how-a-teachers-maga-hat-led-to-a-viral-court-case
[1] https://twitter.com/cb6184444/status/1608947300075982848/photo/1
[1] https://twitter.com/its_the_Dr/status/1603946719535894528
[1] https://twitter.com/ClownWorld_/status/1603741684688265222/video/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

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

Top Domains
Top Domains in Tweet in Entire Graph:
[1802] twitter.com
[112] washingtonexaminer.com
[79] youtube.com
[45] blogspot.com
[31] conventionofstates.com
[22] abajournal.com
[21] thecollegefix.com
[16] foxnews.com
[15] rumble.com
[14] freedomforum.org

Top Domains in Tweet in G1:
[5] twitter.com
[1] foxnews.com

Top Domains in Tweet in G2:
[904] twitter.com
[11] rsbnetwork.com
[10] youtube.com
[7] breitbart.com
[6] substack.com
[6] theepochtimes.com
[5] nypost.com
[4] rumble.com
[4] truthsocial.com
[4] nytimes.com

Top Domains in Tweet in G3:
[147] twitter.com
[25] youtube.com
[7] chombler.com
[7] cnav.news
[5] abajournal.com
[5] cnn.com
[4] substack.com
[4] amazon.com
[3] nypost.com
[3] foxnews.com

Top Domains in Tweet in G4:
[24] twitter.com
[7] thefire.org
[5] texastribune.org
[4] ij.org
[1] nypost.com
[1] go.com
[1] reason.com
[1] miaminewtimes.com
[1] based-politics.com
[1] floridaphoenix.com

Top Domains in Tweet in G5:
[88] twitter.com
[11] trib.al
[7] jonathanturley.org
[3] foxnews.com
[2] gop.com
[2] nytimes.com
[1] washingtonpost.com
[1] house.gov
[1] tiktok.com
[1] congress.gov

Top Domains in Tweet in G6:
[21] thecollegefix.com
[4] twitter.com
[3] nytimes.com
[1] wng.org
[1] foxnews.com
[1] adflegal.org
[1] youtu.be
[1] youtube.com
[1] wsimg.com
[1] adfmedia.org

Top Domains in Tweet in G7:
[27] youtube.com
[23] twitter.com
[3] thejewishvoice.com
[2] aclum.org
[2] blog.google
[1] realclearmarkets.com
[1] techdirt.com
[1] spotify.com
[1] carolinajournal.com
[1] nbcnews.com

Top Domains in Tweet in G8:
[111] washingtonexaminer.com
[3] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4028] firstamendment
[1381] freespeech
[552] secondamendment
[543] usa
[528] 1a
[522] trump
[504] maga
[489] america
[455] trump2024
[451] 2a



Top Hashtags in Tweet in G1:
[1029] firstamendment
[1020] freespeech
[1] 1a
[1] wokeshitkickers
[1] freedomofspeech
[1] ifyouthinkthisis1ayourewrong
[1] god
[1] bible
[1] freedomofreligion
[1] kylerittenhouse

Top Hashtags in Tweet in G2:
[871] firstamendment
[475] 1a
[461] usa
[458] america
[458] trump
[452] maga
[446] trump2024
[443] maga2024
[443] america2024
[443] usa2024

Top Hashtags in Tweet in G3:
[366] firstamendment
[63] freespeech
[59] freedom
[56] secondamendment
[48] elonmusk
[41] trump
[40] letsgobrandon
[39] democrat
[39] fjb
[37] redpill

Top Hashtags in Tweet in G4:
[117] firstamendment
[86] scotus
[40] prosecutorialimmunity
[22] qualifiedimmunity
[15] library
[12] freespeech
[5] freedomofspeech
[4] truthsuppressed
[2] knowyourrights
[2] citizen

Top Hashtags in Tweet in G5:
[125] firstamendment
[10] censorship
[9] prosepersecution
[9] freespeech
[9] journalism
[8] julianassange
[8] freeassangenow
[8] twitterfiles
[8] democracy
[7] us_constitution

Top Hashtags in Tweet in G6:
[90] firstamendment
[3] freespeech
[1] 1a
[1] jacksonville
[1] publicschools
[1] crt
[1] ibanez

Top Hashtags in Tweet in G7:
[78] firstamendment
[29] freespeech
[19] cancelculture
[19] constitutionalculture
[16] knowyourrights
[11] 1a
[9] 1sta
[9] respectmyauthority
[7] twitter
[7] ifelonmuskshowedupatmydoor

Top Hashtags in Tweet in G8:
[115] firstamendment
[11] epsteinclientlist
[11] cia
[11] jan6fbi
[1] freespeech
[1] bringusallback
[1] twitterfiles
[1] definition

Top Hashtags in Tweet in G9:
[117] 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:
[3] firstamendment
[1] cotus
[1] noconcon
[1] democracynotautocracy
[1] equalprotection

Top Words
Top Words in Tweet in Entire Graph:
[4024] #firstamendment
[1381] #freespeech
[1193] still
[1066] use
[1049] voice
[1039] thisiskyler
[608] twitter
[596] speech
[552] #secondamendment
[543] #usa

Top Words in Tweet in G1:
[1029] #firstamendment
[1026] thisiskyler
[1020] #freespeech
[1018] use
[1016] still
[1016] voice
[4] murderer
[4] amendment
[3] first
[3] way

Top Words in Tweet in G2:
[871] #firstamendment
[475] #1a
[461] #usa
[458] #america
[458] #trump
[452] #maga
[446] #trump2024
[443] #presidentdonaldjtrump2024
[443] #1amendment
[443] #secondamendment

Top Words in Tweet in G3:
[365] #firstamendment
[63] speech
[63] #freespeech
[61] twitter
[59] #freedom
[56] #secondamendment
[48] #elonmusk
[41] #trump
[40] #letsgobrandon
[39] #democrat

Top Words in Tweet in G4:
[164] pjaicomo
[160] ij
[117] #firstamendment
[96] case
[86] #scotus
[86] cert
[85] denied
[77] thefireorg
[70] cook
[70] jth

Top Words in Tweet in G5:
[125] #firstamendment
[26] elonmusk
[26] foxnews
[24] schiff
[24] rights
[23] speech
[22] adam
[22] jonathanturley
[20] fbi
[17] thejusticedept

Top Words in Tweet in G6:
[118] adflegal
[90] #firstamendment
[68] government
[43] beliefs
[38] disagrees
[35] against
[29] public
[29] universities
[28] violating
[26] officials

Top Words in Tweet in G7:
[78] #firstamendment
[59] twitter
[43] youtube
[37] public
[29] #freespeech
[28] facebook
[21] media
[20] government
[19] combat
[19] social

Top Words in Tweet in G8:
[116] thank
[115] #firstamendment
[112] still
[112] thing
[111] god
[111] speech
[111] tds
[111] free
[110] scott4maga
[22] involvement

Top Words in Tweet in G9:
[117] #firstamendment
[103] lawsuit
[102] raise
[102] help
[102] questions
[102] thank
[102] please
[102] comments
[102] awareness
[100] 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:
[1152] #freespeech,#firstamendment
[1026] still,#freespeech
[1026] voice,use
[1026] use,still
[1024] thisiskyler,voice
[498] #firstamendment,#secondamendment
[446] #trump2024,#maga
[445] #trump,#trump2024
[444] #maga,#maga2024
[444] #maga2024,#america

Top Word Pairs in Tweet in G1:
[1018] #freespeech,#firstamendment
[1016] voice,use
[1016] use,still
[1016] still,#freespeech
[1015] thisiskyler,voice
[3] first,amendment
[2] thisiskyler,think

Top Word Pairs in Tweet in G2:
[443] #donaldjtrump,#donaldjtrump2024
[443] #trump,#trump2024
[443] #maga,#maga2024
[443] #trump2024,#maga
[443] #presidentdonaldjtrump,#presidentdonaldjtrump2024
[443] #usa,#usa2024
[443] #donaldjtrump2024,#presidentdonaldjtrump
[443] #america2024,#usa
[443] #usa2024,#donaldjtrump
[443] #maga2024,#america

Top Word Pairs in Tweet in G3:
[46] #firstamendment,#secondamendment
[35] #freedom,#meme
[35] #joerogan,#jordanpeterson
[35] #fjb,#letsgobrandon
[35] #trump,#elonmusk
[35] #meme,#liberal
[35] #secondamendment,#trump
[35] #letsgobrandon,#feminism
[35] #republican,#benshapiro
[35] #jordanpeterson,#candaceowens

Top Word Pairs in Tweet in G4:
[85] #scotus,denied
[85] denied,cert
[70] jth,cook
[69] cook,8th
[69] mn,ar
[69] cir,nd
[69] mo,ia
[69] yesterday,#scotus
[69] ij,case
[69] ia,gov't

Top Word Pairs in Tweet in G5:
[22] adam,schiff
[19] #firstamendment,rights
[13] schiff,unlawful
[13] elonmusk,foxnews
[13] foxnews,speakermccarthy
[13] jonathanturley,elonmusk
[13] set,bad
[13] unlawful,behavior
[13] unpunished,set
[13] behavior,goes

Top Word Pairs in Tweet in G6:
[45] adflegal,government
[29] public,universities
[28] violating,#firstamendment
[25] government,retaliates
[25] retaliates,against
[23] someone,peacefully
[23] peacefully,sharing
[23] sharing,religious
[23] beliefs,#firstamendment
[23] against,someone

Top Word Pairs in Tweet in G7:
[22] #freespeech,#firstamendment
[21] facebook,youtube
[20] #firstamendment,twitter
[20] twitter,facebook
[19] social,media
[19] combat,#cancelculture
[19] #constitutionalculture,#freespeech
[19] #cancelculture,#constitutionalculture
[18] fsfthinktank,combat
[16] members,public

Top Word Pairs in Tweet in G8:
[111] tds,still
[111] thing,thank
[111] god,free
[111] speech,#firstamendment
[111] thank,god
[111] still,thing
[111] free,speech
[110] scott4maga,tds
[11] involvement,jfk's
[11] #jan6fbi,involvement

Top Word Pairs in Tweet in G9:
[102] comments,please
[102] thank,questions
[102] raise,awareness
[102] #firstamendment,lawsuit
[102] help,raise
[102] please,help
[102] questions,comments
[102] awareness,#firstamendment
[100] lawsuit,#cal
[100] 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] aimhighffw,mtsand3

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@repadamschiff
@repmattgaetz
@thisiskyler
@jonathanturley
@marionawfal
@potus
@mtaibbi
@senatorcardin
@tarabull808

Top Replied-To in G1:
@thisiskyler

Top Replied-To in G2:
@elonmusk
@repmattgaetz
@mtaibbi
@shellenbergermd
@tedlieu
@dineshdsouza
@tarabull808
@davidzweig
@hodgetwins
@realdonaldtrump

Top Replied-To in G4:
@marcorandazza
@texastribune

Top Replied-To in G5:
@jonathanturley
@foxnews
@cnn
@marionawfal
@c5allaxy
@808constituent
@the_foot_junky
@fucksequalnil
@paulsperry_
@elonmusk

Top Replied-To in G6:
@adflegal

Top Replied-To in G7:
@langmanvince
@fbi
@douglaslund5
@johnrkent001
@skolpurplepride
@carrejodominic
@esotericbot
@snoopsmom123
@ishapiro
@youtube

Top Replied-To in G8:
@cb6184444

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

Top Mentioned
Top Mentioned in Entire Graph:
@thisiskyler
@elonmusk
@pjaicomo
@ij
@adflegal
@scott4maga
@picphysicians
@thefireorg
@truthunitesus
@twitter

Top Mentioned in G1:
@thisiskyler

Top Mentioned in G2:
@elonmusk
@thedaveweinbaum
@richardhine
@mtaibbi
@realdonaldtrump
@shellenbergermd
@bariweiss
@tuckercarlson
@davidzweig
@joebiden

Top Mentioned in G3:
@justsmileandlol
@allentien
@beeyatch0
@seanbastert
@brimshack
@firstrebelmedia
@thomasmullen
@metrovoice
@415_noel
@soltronian1

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

Top Mentioned in G5:
@elonmusk
@foxnews
@thejusticedept
@speakermccarthy
@jonathanturley
@fbi
@armyhelopilot
@francisjeffrey7
@housegop
@gop

Top Mentioned in G6:
@adflegal
@collegefix
@unlincoln
@nebfamily
@profclaycalvert
@jaxtdy
@wjctnews
@claireheddles
@louisvillelaw
@lidskylidsky

Top Mentioned in G7:
@twitter
@youtube
@facebook
@fsfthinktank
@aclu_mass
@elonmusk
@susanthereif
@adl
@google
@beeyongsison

Top Mentioned in G8:
@scott4maga
@greentreevsym
@trumpsgabelle
@cb6184444
@thisiskyler
@elonmusk

Top Mentioned in G9:
@picphysicians
@stopsocialists

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

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@m_m1941
@teamyoutube
@souljahsingh
@independent
@lizditz
@southwestair
@thehill
@dancas2
@theresamax

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

Top Tweeters in G2:
@threadreaderapp
@southwestair
@nypost
@crlulukat
@zerohedge
@kevinrns
@radiofreetom
@stillgray
@abc7ny
@terrigreenusa

Top Tweeters in G3:
@allentien
@eyewonit
@br00t4c
@rorytdc
@pbrown4348
@upstractcom
@mvario1
@jmcnchicago
@reddysalina
@sptsguy1

Top Tweeters in G4:
@lizditz
@rebellegrrl
@kimvie
@mumbly_joe
@lseefeldt3
@abcnews
@ausshot3dave
@juliesbooks
@epidatageek
@doritmi

Top Tweeters in G5:
@independent
@guardian
@foxnews
@nytimes
@abc
@dndclerichorgar
@gailsimone
@cnn
@cbsnews
@nbcnews

Top Tweeters in G6:
@noprezzie2012
@greenesj333
@roncoleman
@riskographer2
@nonsumdignus
@larsofhaus1
@lisacpc1
@patrioticcougar
@gsdalpha
@93a4jules

Top Tweeters in G7:
@pink1963dsw
@guardian_elite
@judusmaximus
@kurtschlichter
@prison_health
@vickimo08056436
@genecowan
@jeaniefaetroonj
@ikerot
@flolake

Top Tweeters in G8:
@thetoyman1
@vebo1991
@govols37872
@jver2me
@billyrisner2
@dtannie
@curtishebert
@kqueen80821100
@roseandkim
@milsomgillian

Top Tweeters in G9:
@opinionherehi
@samanthacea
@terminatorbarbi
@lorenaashcroft
@marygerdt
@ppkramerpamela
@mjsb143
@samuelwhittemo3
@somedaygirl
@randeem5

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