censorship, Twitter, 2/14/2023 12:48:30 PM, 289434
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censorship Twitter NodeXL SNA Map and Report for Tuesday, 14 February 2023 at 11:13 UTC
censorship Twitter NodeXL SNA Map and Report for Tuesday, 14 February 2023 at 11:13 UTC
View an interactive version of this graph (experimental)
From:
SMRFoundation
Uploaded on:
February 14, 2023
Short Description:
censorship via NodeXL https://bit.ly/3YQRpkT
@elonmusk
@jim_jordan
@berniespofforth
@embassyofrussia
@newsmax
@tedcruz
@__team_usa
@valeriegale88
@tomfitton
@emeraldrobinson

Top hashtags:
#censorship
#twitterfiles
#decentralized
#web3
#americafirst
#termlimits

Description:
Description
The graph represents a network of 19,658 Twitter users whose recent tweets contained "censorship", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 14 February 2023 at 12:29 UTC.

The tweets in the network were tweeted over the 22-hour, 20-minute period from Monday, 13 February 2023 at 13:00 UTC to Tuesday, 14 February 2023 at 11:21 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 : 19658
Unique Edges : 26210
Edges With Duplicates : 3468
Total Edges : 29678
Number of Edge Types : 5
Retweet : 12614
Replies to : 5695
MentionsInRetweet : 4391
Mentions : 4818
Tweet : 2160
Self-Loops : 2269
Reciprocated Vertex Pair Ratio : 0.00535093543725345
Reciprocated Edge Ratio : 0.0106449106449106
Connected Components : 2359
Single-Vertex Connected Components : 1046
Maximum Vertices in a Connected Component : 13287
Maximum Edges in a Connected Component : 22831
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.347537
Graph Density : 6.66119234318144E-05
Modularity : 0.807439
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 19,658 Twitter users whose recent tweets contained "censorship", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 14 February 2023 at 12:29 UTC.

The tweets in the network were tweeted over the 22-hour, 20-minute period from Monday, 13 February 2023 at 13:00 UTC to Tuesday, 14 February 2023 at 11:21 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 : TwitterSearch
Graph Term : censorship
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[581] https://www.rollingstone.com/politics/politics-news/elon-trump-twitter-files-collusion-biden-censorship-1234675969/
[296] https://dailycaller.com/2023/02/13/ted-cruz-big-tech-investigation-google-meta-tiktok-elon-musk/
[154] https://iwantnewsmax.com/
[102] https://dcenquirer.com/watch-tulsi-gabbard-slams-mitt-romney-for-accusing-her-of-treason-goes-after-big-tech-for-censorship-they-think-we-are-too-stupid-to-think-for-ourselves/?utm_source=89383
[95] https://twitter.com/TomFitton/status/1601413654225698817
[88] https://thewire.in/rights/i-was-targeted-because-i-am-a-muslim-siddique-kappan-recounts-his-harrowing-time-in-jail
[79] https://twitter.com/AaronBlake/status/1625249957526790144
[64] https://canadaproud.org/join
[62] https://jonathanturley.org/2023/02/12/is-the-red-scare-going-blue-democrats-accuse-government-critics-of-being-putin-lovers-and-supporting-insurrectionists/
[58] https://mxmnews.com/

Top URLs in Tweet in G1:
[83] https://twitter.com/TomFitton/status/1601413654225698817
[32] https://www.state.gov/bureaus-offices/under-secretary-for-public-diplomacy-and-public-affairs/global-engagement-center/
[19] https://twitter.com/doparata15/status/1619977258755842048
[6] https://www.rollingstone.com/politics/politics-news/elon-trump-twitter-files-collusion-biden-censorship-1234675969/
[5] https://twitter.com/TomFitton/status/1320763102728736770
[5] https://zoom.us/webinar/register/WN_2CY5VGh7Rk6NeDPZOpzKyQ
[5] https://twitter.com/LevineJonathan/status/1624537138522910721?s=20&t=gjyYI_H3S_SvrEWLi5jRCA
[4] https://twitter.com/decentfijc/status/1624873672459649024
[4] https://twitter.com/CitizenFreePres/status/1623353505108066304
[4] https://www.newsmax.com/us/donald-trump-directv-at-t/2023/02/12/id/1108317/

Top URLs in Tweet in G2:
[187] https://www.rollingstone.com/politics/politics-news/elon-trump-twitter-files-collusion-biden-censorship-1234675969/
[9] https://twitter.com/Jim_Jordan/status/1625315001383763971
[6] https://www.salon.com/2022/08/11/on-books-on-schools-libraries-and-even-bookstores-is-just-beginning/
[4] https://twitter.com/jim_jordan/status/1625315001383763971
[3] https://www.theguardian.com/books/2023/feb/09/ron-desantis-florida-education-censorship
[2] https://amp.theguardian.com/books/2023/feb/09/ron-desantis-florida-education-censorship
[2] https://www.theguardian.com/books/2023/feb/09/ron-desantis-florida-education-censorship#amp_tf=From%20%251%24s&aoh=16763405580295&referrer=https%3A%2F%2Fwww.google.com&share=https%3A%2F%2Fwww.theguardian.com%2Fbooks%2F2023%2Ffeb%2F09%2Fron-desantis-florida-education-censorship
[1] https://www.cbsnews.com/news/cassidy-hutchinson-transcript-jan-6-trump-linked-lawyer-testimony-interview/
[1] https://dailycaller.com/2023/02/13/ted-cruz-big-tech-investigation-google-meta-tiktok-elon-musk/
[1] https://twitter.com/AaronBlake/status/1625249957526790144

Top URLs in Tweet in G3:
[35] https://mxmnews.com/
[14] https://www.zerohedge.com/political/furious-naomi-wolf-rages-pain-listening-twitter-censorship-testimony
[14] https://twitter.com/elonmusk/status/1625249772180500481
[7] https://www.nytimes.com/2023/02/13/opinion/censorship-iranian-artist-macalester.html
[5] https://naomiwolf.substack.com/p/the-pain-of-listening-to-twitter
[5] https://www.carolinajournal.com/bishop-largest-censorship-program-ever-run-by-the-government-of-the-united-states/
[5] https://www.riotimesonline.com/brazil-news/modern-day-censorship/brazil-federal-council-of-medicine-admits-that-masks-are-ineffective-in-preventing-covid-19/
[5] https://dailycaller.com/2023/02/13/ted-cruz-big-tech-investigation-google-meta-tiktok-elon-musk/
[5] https://www.nytimes.com/2023/02/13/opinion/censorship-iranian-artist-macalester.html?smid=nytcore-ios-share&referringSource=articleShare
[4] https://app.mxmnews.com/news/fbi-keeps-getting-burned-badly-by-reliance-on-liberal-sources

Top URLs in Tweet in G4:
[267] https://dailycaller.com/2023/02/13/ted-cruz-big-tech-investigation-google-meta-tiktok-elon-musk/
[17] https://www.foxnews.com/media/libs-of-tik-tok-fires-back-aoc-mention-house-censorship-hearing
[12] https://www.rollingstone.com/politics/politics-news/elon-trump-twitter-files-collusion-biden-censorship-1234675969/
[12] https://dailycaller.com/2023/02/12/larson-congress-cannot-let-googles-potential-election-email-censorship-off-the-hook/
[5] https://twitter.com/GGCanada/status/1625211045261283360
[4] https://twitter.com/TomFitton/status/1601413654225698817
[3] https://dcenquirer.com/watch-tulsi-gabbard-slams-mitt-romney-for-accusing-her-of-treason-goes-after-big-tech-for-censorship-they-think-we-are-too-stupid-to-think-for-ourselves/?utm_source=89383
[3] https://www.pushbacknation.com/p/elon-musk-vs-the-woke-mind-virus-094#details
[3] https://www.businessinsider.com/twitter-employee-testifies-aoc-trump-go-back-tweet-2023-2?amp
[2] https://dailycaller.com/2023/02/10/opinion-its-time-for-republicans-to-get-creative-in-the-election-integrity-fight-former-rep-jason-lewis/

Top URLs in Tweet in G5:
[153] https://iwantnewsmax.com/
[32] https://talkers.com/2023/02/10/ruddy-speaks-out-as-talk-hosts-support-newsmax-versus-directv/
[20] https://www.jns.org/jewish-leaders-pen-letter-supporting-newsmax-as-invaluable-voice/
[16] https://twitter.com/talkersmagazine/status/1625170223350394886
[16] https://dailycaller.com/2023/02/13/ted-cruz-big-tech-investigation-google-meta-tiktok-elon-musk/
[15] https://www.newsmax.com/politics/donald-trump-directv-at-t/2023/02/12/id/1108317/
[13] https://www.riotimesonline.com/brazil-news/modern-day-censorship/lula-says-that-parents-will-be-forced-to-vaccinate-their-children-to-keep-the-bolsa-familia-program/
[10] https://www.newsmax.com/us/directv-at-t-stock/2023/02/11/id/1108254/#.Y-pUvASOAfo.twitter
[7] https://twitter.com/NEWSMAX/status/1623516395035131905
[6] https://www.newsmax.com/politics/french-hill-directv-newsmax/2023/02/12/id/1108314/

Top URLs in Tweet in G6:
[19] https://rumble.com/user/GoingUndergroundTV
[2] https://nypost.com/2022/03/26/hunter-biden-played-role-in-funding-us-bio-labs-contractor-in-ukraine-e-mails/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[2] https://www.independent.co.uk/tech/russia-internet-censorship-oculus-ukraine-war-content-b2281297.html
[2] https://twitter.com/evatrmx86qc7r/status/1620065183115919362?s=61&t=9e_oN3X9EFU_0i2cpV6I0Q
[1] https://help.twitter.com/articles/20169222
[1] https://www.breitbart.com/clips/2023/02/10/jordan-gaetz-decry-fbi-doj-censorship-campaign-to-manipulate-2020-election/
[1] https://twitter.com/4freerussia_org/status/1623032038772117534?s=61&t=9e_oN3X9EFU_0i2cpV6I0Q
[1] https://twitter.com/EmbassyofRussia/status/1625113576640856074
[1] https://www.dw.com/en/how-to-circumvent-state-internet-censorship-in-russia/a-61054476
[1] https://www.washingtonpost.com/world/2023/01/19/arkhangelsk-student-war-critic-arrested/

Top URLs in Tweet in G7:
[64] https://www.rollingstone.com/politics/politics-news/elon-trump-twitter-files-collusion-biden-censorship-1234675969/
[55] https://jonathanturley.org/2023/02/12/is-the-red-scare-going-blue-democrats-accuse-government-critics-of-being-putin-lovers-and-supporting-insurrectionists/
[12] https://www.breitbart.com/clips/2023/02/10/jordan-gaetz-decry-fbi-doj-censorship-campaign-to-manipulate-2020-election/
[9] https://twitter.com/greg_price11/status/1623422056749465601
[9] https://www.washingtonexaminer.com/policy/technology/cruz-big-tech-investigation-censorship
[9] https://usfca.zoom.us/webinar/register/WN_fBHxatRIR9S0ngsJjbJqDw
[7] https://libertyunyielding.com/2023/02/11/taxpayer-funded-group-blacklists-conservative-media-cutting-off-their-ad-revenue/
[7] https://www.nytimes.com/2023/02/12/opinion/modi-bbc-documentary-india.html?smid=tw-share
[6] https://nypost.com/2023/02/13/censorship-by-the-feds-crushes-news-via-lefty-disinfo-firms/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[6] https://nypost.com/2023/02/13/censorship-by-the-feds-crushes-news-via-lefty-disinfo-firms/

Top URLs in Tweet in G8:
[9] https://twitter.com/LittleBoats2020/status/1625211756501995529
[1] https://www.riotimesonline.com/brazil-news/modern-day-censorship/lula-says-that-parents-will-be-forced-to-vaccinate-their-children-to-keep-the-bolsa-familia-program/

Top URLs in Tweet in G9:
[2] https://twitter.com/notBilly/status/1625226091412725761
[1] https://dailycaller.com/2023/02/13/ted-cruz-big-tech-investigation-google-meta-tiktok-elon-musk/
[1] https://jonathanturley.org/2023/02/12/is-the-red-scare-going-blue-democrats-accuse-government-critics-of-being-putin-lovers-and-supporting-insurrectionists/
[1] https://dcenquirer.com/watch-tulsi-gabbard-slams-mitt-romney-for-accusing-her-of-treason-goes-after-big-tech-for-censorship-they-think-we-are-too-stupid-to-think-for-ourselves/?utm_source=89383
[1] https://www.riotimesonline.com/brazil-news/modern-day-censorship/lula-says-that-parents-will-be-forced-to-vaccinate-their-children-to-keep-the-bolsa-familia-program/
[1] https://twitter.com/KanekoaTheGreat/status/1623044837762273280
[1] https://www.newsmax.com/politics/donald-trump-directv-at-t/2023/02/12/id/1108317/
[1] https://www.newsmax.com/politics/french-hill-directv-newsmax/2023/02/12/id/1108314/

Top URLs in Tweet in G10:
[52] https://www.wsj.com/articles/dei-spells-death-for-the-idea-of-a-university-diversity-equity-inclusion-academia-college-hillsdale-new-college-of-florida-open-discourse-1d2ca552
[30] https://zoom.us/webinar/register/WN_2CY5VGh7Rk6NeDPZOpzKyQ
[30] https://twitter.com/UChiFedSoc/status/1625197051280777216
[18] https://www.youtube.com/watch?v=8E_ln62fJgI

[11] https://rumble.com/v2957ew-propaganda-and-censorship-of-effective-generic-drugs-and-the-physicians-who.html
[10] https://twitter.com/MCCCANM/status/1625224984686899200
[9] https://firstamendmentcoalition.org/2023/02/refusing-censorship-a-high-school-papers-fight-for-press-freedom/
[4] https://pen.org/event/refusing-censorship-a-high-school-papers-fight-for-press-freedom/
[4] https://www.washingtonpost.com/nation/2023/02/09/ron-desantis-florida-governor-bills/?pwapi_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJpZCI6IjMzOTEyNDAiLCJyZWFzb24iOiJnaWZ0IiwibmJmIjoxNjc2MDA1MjAwLCJpc3MiOiJzdWJzY3JpcHRpb25zIiwiZXhwIjoxNjc3MzAxMTk5LCJpYXQiOjE2NzYwMDUyMDAsImp0aSI6ImE5MTA5YjA5LTEwMmUtNDhmZC04YmI2LTJiMWZhZDVkNjU3OCIsInVybCI6Imh0dHBzOi8vd3d3Lndhc2hpbmd0b25wb3N0LmNvbS9uYXRpb24vMjAyMy8wMi8wOS9yb24tZGVzYW50aXMtZmxvcmlkYS1nb3Zlcm5vci1iaWxscy8ifQ.iwtknUOB2i7Hy8VDBh4e1bO8dXTLqQ50iibFbZgxxuY&itid=gfta
[4] https://twitter.com/politicalham/status/1624798749968179205

Top Domains
Top Domains in Tweet in Entire Graph:
[1427] twitter.com
[590] rollingstone.com
[321] dailycaller.com
[258] youtube.com
[158] iwantnewsmax.com
[115] rumble.com
[104] dcenquirer.com
[91] substack.com
[90] thewire.in
[81] mxmnews.com

Top Domains in Tweet in G1:
[157] twitter.com
[32] state.gov
[6] rollingstone.com
[5] rumble.com
[5] zoom.us
[4] wsj.com
[4] newsmax.com
[3] dcenquirer.com
[3] jonathanturley.org
[3] globalcovidsummit.org

Top Domains in Tweet in G2:
[188] rollingstone.com
[15] twitter.com
[7] theguardian.com
[6] salon.com
[1] cbsnews.com
[1] dailycaller.com
[1] politico.com
[1] npr.org
[1] state.gov
[1] mashable.com

Top Domains in Tweet in G3:
[204] twitter.com
[53] mxmnews.com
[26] nytimes.com
[24] youtube.com
[20] substack.com
[18] zerohedge.com
[12] trib.al
[11] riotimesonline.com
[11] newsmax.com
[9] dailycaller.com

Top Domains in Tweet in G4:
[285] dailycaller.com
[17] foxnews.com
[17] twitter.com
[13] rollingstone.com
[5] newsmax.com
[3] dcenquirer.com
[3] pushbacknation.com
[3] businessinsider.com
[2] washingtonexaminer.com
[2] theblaze.com

Top Domains in Tweet in G5:
[156] iwantnewsmax.com
[38] twitter.com
[37] newsmax.com
[32] talkers.com
[20] jns.org
[16] dailycaller.com
[13] riotimesonline.com
[6] thedcpatriot.com
[4] resistthemainstream.com
[3] youtube.com

Top Domains in Tweet in G6:
[19] rumble.com
[5] twitter.com
[2] nypost.com
[2] co.uk
[1] breitbart.com
[1] dw.com
[1] washingtonpost.com

Top Domains in Tweet in G7:
[69] rollingstone.com
[64] jonathanturley.org
[56] twitter.com
[20] nypost.com
[14] washingtonexaminer.com
[13] breitbart.com
[12] nytimes.com
[9] zoom.us
[8] substack.com
[7] libertyunyielding.com

Top Domains in Tweet in G8:
[9] twitter.com
[1] riotimesonline.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] newsmax.com
[1] dailycaller.com
[1] jonathanturley.org
[1] dcenquirer.com
[1] riotimesonline.com

Top Domains in Tweet in G10:
[56] twitter.com
[56] wsj.com
[30] zoom.us
[22] youtube.com
[13] rumble.com
[9] firstamendmentcoalition.org
[6] pen.org
[5] substack.com
[4] washingtonpost.com
[4] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[632] censorship
[166] twitterfiles
[122] decentralized
[121] web3
[104] americafirst
[103] termlimits
[103] patriotsassemble
[95] stablecoin
[93] busd
[93] sec



Top Hashtags in Tweet in G1:
[33] censorship
[11] twitterfiles
[7] mahsaamini
[5] flccc
[5] doctorsrights
[5] patientsrights
[5] freebrittanyventi
[5] freespeech
[3] termlimits
[3] americafirst

Top Hashtags in Tweet in G2:
[5] gopclownshowcontinues
[3] censorship
[2] gopliesabouteverything
[2] deathsantis
[1] epsteinclientlist
[1] gym
[1] goplies
[1] goptraitors
[1] qanonnutjobs
[1] wokeparanoia

Top Hashtags in Tweet in G3:
[87] censorship
[16] twitterfiles
[12] freespeech
[9] freedomofspeech
[9] bitcoin
[9] ethereum
[5] twitter
[5] defi
[5] crypto
[4] freedomofexpression

Top Hashtags in Tweet in G4:
[5] stayhome
[3] termlimits
[3] americafirst
[3] patriotsassemble
[3] conservative
[2] lyinted
[1] pab
[1] gopliesabouteverything
[1] twitterfiles
[1] trendingnow

Top Hashtags in Tweet in G5:
[92] directv
[88] gowokegobroke
[21] censorship
[9] att
[9] newsmax
[8] directtv
[7] trendingnow
[7] trendingnews
[7] stockmovement
[5] hunterbidenlaptop

Top Hashtags in Tweet in G6:
[2] zakharova
[2] radioday
[1] twitterfiles
[1] stoprussianpropaganda

Top Hashtags in Tweet in G7:
[66] twitterfiles
[62] censorship
[33] vaccinegenocide
[33] fbi
[33] hunterbidenlaptop
[33] bigtech
[30] tulsi
[14] uniteagainstbookbans
[8] gopliesabouteverything
[7] goptraitors

Top Hashtags in Tweet in G8:
[9] defundthebbc
[1] wef
[1] wefpuppet
[1] wef23
[1] rogan
[1] joerogan
[1] censorship
[1] davos
[1] greatreset
[1] klausschwab

Top Hashtags in Tweet in G9:
[2] biolabs
[2] hunterbiden
[2] nordstreamsabotage
[2] crimesagainsthumanity
[2] weaponizationcommittee
[2] censorship
[1] termlimits
[1] americafirst
[1] patriotsassemble

Top Hashtags in Tweet in G10:
[52] dei
[41] censorship
[31] flccc
[31] doctorsrights
[31] patientsrights
[12] covid19
[4] studentpressfreedom
[4] education
[2] books
[2] bannedbooks

Top Words
Top Words in Tweet in Entire Graph:
[17493] censorship
[2932] twitter
[2850] speech
[2796] big
[2705] tech
[2389] elonmusk
[2352] freedom
[2338] media
[2302] more
[2272] government

Top Words in Tweet in G1:
[2348] censorship
[2069] elonmusk
[975] give
[633] legacy
[600] algorithms
[578] turn
[562] place
[559] put
[555] regime
[545] prior

Top Words in Tweet in G2:
[1236] censorship
[1057] government
[978] speech
[977] concerned
[942] american
[937] controversial
[931] shouldn
[376] jim_jordan
[215] republicans
[210] censoring

Top Words in Tweet in G3:
[988] censorship
[145] twitter
[114] media
[99] people
[89] news
[88] #censorship
[78] without
[69] more
[60] self
[53] government

Top Words in Tweet in G4:
[1361] tech
[1356] big
[1111] censorship
[834] investigation
[737] going
[551] conservatives
[547] silence
[547] re
[545] today
[543] shine

Top Words in Tweet in G5:
[872] censorship
[764] newsmax
[529] directv
[231] cancel
[214] call
[179] more
[163] watch
[156] fighting
[154] one
[153] americans

Top Words in Tweet in G6:
[1833] freedom
[1824] borrell
[1228] more
[701] censorship
[623] speech
[616] media
[614] war
[613] russian
[611] protects
[611] ban

Top Words in Tweet in G7:
[552] censorship
[270] twitter
[168] greatest
[156] fbi
[139] government
[122] speech
[112] corporate
[97] free
[74] system
[72] gop

Top Words in Tweet in G8:
[578] censorship
[540] see
[539] isn
[539] ban
[538] boat
[538] reject
[538] party
[538] against
[538] final
[538] 1984

Top Words in Tweet in G9:
[762] blah
[600] censorship
[567] tech
[567] big
[563] ufos
[563] pipeline
[313] chemical
[312] media
[311] using
[311] disaster

Top Words in Tweet in G10:
[416] censorship
[105] dei
[104] instead
[84] free
[83] dr
[82] academic
[77] jordanbpeterson
[59] voices
[57] expression
[56] big

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2631] big,tech
[1594] government,censorship
[1196] censorship,speech
[1161] american,concerned
[1161] concerned,government
[1154] shouldn,controversial
[1153] speech,shouldn
[1122] tech,censorship
[864] investigation,big
[764] freedom,speech

Top Word Pairs in Tweet in G1:
[630] legacy,censorship
[587] censorship,algorithms
[572] elonmusk,turn
[546] put,place
[545] algorithms,put
[545] place,prior
[545] turn,legacy
[545] prior,regime
[479] keep,censorship
[478] elonmusk,keep

Top Word Pairs in Tweet in G2:
[999] government,censorship
[959] censorship,speech
[937] american,concerned
[935] concerned,government
[931] shouldn,controversial
[930] speech,shouldn
[105] social,media
[100] white,house
[99] trump,white
[98] censor,social

Top Word Pairs in Tweet in G3:
[52] self,censorship
[47] found,article
[47] without,media
[47] app,without
[47] mxm,news
[47] media,bias
[47] bias,censorship
[47] news,app
[47] article,mxm
[37] twitter,censorship

Top Word Pairs in Tweet in G4:
[1351] big,tech
[744] investigation,big
[571] tech,censorship
[543] light,big
[543] going,shine
[543] shine,light
[542] re,going
[542] silence,conservatives
[356] full,investigation
[355] state,silence

Top Word Pairs in Tweet in G5:
[240] censorship,newsmax
[233] directv,censorship
[148] millions,americans
[147] call,directv
[147] fighting,directv
[147] americans,fighting
[147] newsmax,one
[108] one,go
[106] censorship,call
[102] free,speech

Top Word Pairs in Tweet in G6:
[613] freedom,speech
[612] russian,media
[612] censorship,freedom
[610] ban,russian
[610] ignorance,strength
[610] freedom,expression
[610] peace,freedom
[610] war,peace
[610] words,according
[610] speech,war

Top Word Pairs in Tweet in G7:
[87] free,speech
[73] censorship,system
[61] big,tech
[59] involvement,massive
[57] fbi,involvement
[56] party,once
[56] investigation,fbi
[56] defender,free
[56] greatest,skeptic
[56] corporate,power

Top Word Pairs in Tweet in G8:
[538] 1984,don
[538] arrivals,party
[538] party,told
[538] against,illegal
[538] boat,arrivals
[538] illegal,migrants
[538] told,reject
[538] censorship,banning
[538] protests,against
[538] final,essential

Top Word Pairs in Tweet in G9:
[567] big,tech
[508] blah,blah
[311] tech,censorship
[309] chemical,disaster
[309] pipeline,ohio
[309] nordstream,pipeline
[309] believes,media
[309] censorship,bombshells
[309] media,using
[309] ohio,chemical

Top Word Pairs in Tweet in G10:
[56] free,expression
[52] #dei,dei
[52] death,universities
[52] spells,death
[52] dei,attacks
[52] divergent,voices
[52] voices,ears
[52] dei,spells
[52] contrary,opinions
[52] instead,free

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@jim_jordan
@senhawleypress
@schmittnyc
@tedcruz
@aoc
@scott_wiener
@sadiqkhan
@gop
@acyn

Top Replied-To in G1:
@elonmusk
@emilykschrader
@cryptoby2030
@rwmalonemd
@charliekirk11
@mtaibbi
@tomfitton
@dylanbrody
@mikel_jollett
@alx

Top Replied-To in G2:
@jim_jordan
@acyn
@laurenboebert
@govrondesantis
@tedcruz
@gop
@rep_clyde
@judiciarygop
@onemonarchtwo
@raleighfam

Top Replied-To in G3:

Top Replied-To in G4:
@tedcruz
@sentedcruz
@elonmusk
@jim_jordan
@senhawleypress
@teambegan
@mtaibbi
@clkbait28
@seanhannity
@patrick12383581

Top Replied-To in G5:
@schmittnyc
@potus
@elonmusk
@newsmax
@tulsigabbard
@directv
@lidianews
@foxnews
@emmarechenberg
@joebiden

Top Replied-To in G6:
@embassyofrussia
@ubersoy1
@rt_com
@mfa_russia
@ur2gdfrn
@hokoshbokosh
@jellybeansmash
@verndewd
@kanthan2030
@alexstein99

Top Replied-To in G7:
@gop
@elonmusk
@weaponization
@elisestefanik
@dc_draino
@atrupar
@jim_jordan
@repstefanik
@nickcor6
@nandoodles

Top Replied-To in G8:
@berniespofforth
@realdrbrendan
@liberty_1st_
@elonmusk
@malcolm_flex48
@rosemarieverbr1
@brads03244385

Top Replied-To in G9:
@adamkinzinger
@twilsonottawa
@l3t5g0brand0n
@siong_zhi

Top Replied-To in G10:
@mikhailafuller
@jikkyleaks
@jackposobiec
@elonmusk
@arnoldcarling
@jordanbpeterson
@tuckercarlson
@sama
@matthewstadlen
@politicalham

Top Mentioned
Top Mentioned in Entire Graph:
@elonmusk
@newsmax
@dailycaller
@directv
@vijaya
@senatecommerce
@judicialwatch
@twitter
@att
@khanumarfa

Top Mentioned in G1:
@elonmusk
@judicialwatch
@mtaibbi
@farzyness
@twitter
@emilykschrader
@billboardchris
@vincentcrypt46
@shellenbergermd
@libsoftiktok

Top Mentioned in G2:
@peterni87057902
@jim_jordan
@govrondesantis
@laurenboebert
@fbi
@elonmusk
@repboebert
@tsdickson64
@dailycaller
@govabbott

Top Mentioned in G3:
@dranthonygustin

Top Mentioned in G4:
@dailycaller
@senatecommerce
@sentedcruz
@elonmusk
@judicialwatch
@nfl
@vijaya
@twitter
@p_mcculloughmd
@twc_health

Top Mentioned in G5:
@newsmax
@directv
@att
@tpg
@jns_org
@potus
@dailycaller
@foxnews
@tulsigabbard
@housegop

Top Mentioned in G6:
@rusembusa
@rusmission_eu
@georgegalloway
@mfa_russia
@pmsimferopol
@russianembassy
@mauriceschleepe
@realscottritter
@instofeu
@wavetossed

Top Mentioned in G7:
@twitter
@elonmusk
@nypost
@gop
@repstefanik
@realdonaldtrump
@repjamescomer
@weaponization
@jim_jordan
@jonathanturley

Top Mentioned in G8:
@berniespofforth
@malcolm_flex48
@downi75
@drewhlive
@libbyemmons
@justin_fenton
@a_apolitical
@augustium1
@carlmalkin6
@fawdonmag

Top Mentioned in G9:
@adamkinzinger
@repmtg
@tomselliott
@kyle_beckley
@elonmusk

Top Mentioned in G10:
@jordanbpeterson
@wsjopinion
@akheriaty
@drjbhattacharya
@uchifedsoc
@uchicago
@washburnealex
@justin_hart
@chrismartenson
@anup_malani

Top Tweeters
Top Tweeters in Entire Graph:
@fkittlerbot
@threadreaderapp
@tomthunkitsmind
@missb62
@teamyoutube
@souljahsingh
@andyvermaut
@afropages
@tradermarcocost
@chris_1791

Top Tweeters in G1:
@tradermarcocost
@lyndae222
@ladydshops
@cannoneerfour
@betseyross
@trumplar
@akifj
@dom972joe
@pray_4truth
@eilxyst4l71uski

Top Tweeters in G2:
@jamestoupin
@lucykelly1950
@aliadair22
@abramson1234
@dollymad1812
@29361rmsm
@debbiesva
@americanmom01
@ilannaphillips
@jmreycroft

Top Tweeters in G3:
@fkittlerbot
@andyvermaut
@hagiwararyu11
@algeriaherald
@flyin18t
@castonchris
@webnowcompany
@deenie7940
@simplify77
@rycaster

Top Tweeters in G4:
@chris_1791
@patriotmarie70
@mikedesai
@filterednews
@all100senators
@bandersdavidson
@spiritfair
@katsuhikotsuda
@jemin_p
@drsue19380

Top Tweeters in G5:
@thedailydigest
@n_tesra
@libbyliberalnyc
@bikerbd
@foxnews
@pixiedust5135
@grizzlyjoeshow
@1portabella
@eliz_hightower
@russjensen5

Top Tweeters in G6:
@christinejameis
@mainneli_
@brendahazelhur1
@wavetossed
@mireyaloyo
@wavetop
@marcevann
@marcoranieri72
@rt_com
@oude_lap

Top Tweeters in G7:
@inabster
@menabster
@nitenitemelissa
@dcexaminer
@nypost
@50smag
@nytimes
@washingtonpost
@cardon_brian
@rickimayhall

Top Tweeters in G8:
@magicdmw
@diabolo741
@vhalen67
@rectaprovincia
@sarapadmore
@tintimmymustach
@hhelenakhl
@poa_karlsson
@tegoarcanadei
@larouti_maga

Top Tweeters in G9:
@souljahsingh
@tahdeetz
@lgcomin
@raynengrace
@kathy19090674
@thaiparampil
@sharonshepshan
@romanjaworowic3
@lizbethjoy
@desicuban

Top Tweeters in G10:
@afropages
@sustain05
@elalam_vnz
@globeandmail
@telegraph
@alykhansatchu
@alain_co
@happyfinko
@cailinaseirinn
@dawnegray3


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