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Chauvin_2021-04-15_14-36-08.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
April 15, 2021
Short Description:
Chauvin via NodeXL https://bit.ly/2ORteoe
@mmpadellan
@atrupar
@jackposobiec
@glennkirschner2
@adrienneborszek
@amy_siskind
@joycewhitevance
@drea_got_rage
@disclosetv
@dumptrump33

Top hashtags:
#georgefloyd
#derekchauvintrial
#chauvin
#chauvintrial
#derekchauvin

Description:
Description
The graph represents a network of 16,489 Twitter users whose recent tweets contained "Chauvin", 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 Thursday, 15 April 2021 at 22:21 UTC.

The tweets in the network were tweeted over the 4-hour, 22-minute period from Thursday, 15 April 2021 at 17:13 UTC to Thursday, 15 April 2021 at 21:35 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 : 16489
Unique Edges : 20498
Edges With Duplicates : 3830
Total Edges : 24328
Number of Edge Types : 5
Retweet : 13016
MentionsInRetweet : 1502
Tweet : 3506
Replies to : 2605
Mentions : 3699
Self-Loops : 3583
Reciprocated Vertex Pair Ratio : 0.0103501903791495
Reciprocated Edge Ratio : 0.0204883227176221
Connected Components : 2682
Single-Vertex Connected Components : 1670
Maximum Vertices in a Connected Component : 11632
Maximum Edges in a Connected Component : 18670
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.591699
Graph Density : 6.92976650747625E-05
Modularity : 0.722598
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 16,489 Twitter users whose recent tweets contained "Chauvin", 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 Thursday, 15 April 2021 at 22:21 UTC.

The tweets in the network were tweeted over the 4-hour, 22-minute period from Thursday, 15 April 2021 at 17:13 UTC to Thursday, 15 April 2021 at 21:35 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 : Chauvin
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:
[286] https://redstate.com/shipwreckedcrew/2021/04/15/breaking-prosecutorial-error-with-states-last-witness-creates-grounds-for-possible-mistrial-in-chauvin-trial-n361633
[194] https://twitter.com/wkamaubell/status/1382741800725536769
[105] https://twitter.com/ABC/status/1382705852931575809
[73] https://thegrio.com/2021/04/14/kamala-harris-daunte-wright-chauvin-trial/
[71] https://trib.al/dE2Yhui
[55] https://www.theguardian.com/commentisfree/2021/apr/15/derek-chauvin-trial-george-floyd-death-policing-america
[54] https://www.cnn.com/webview/us/live-news/derek-chauvin-trial-04-15-21/h_c21bb7972f1340ec453d633bc80bc6c8
[52] https://www.startribune.com/derek-chauvin-tells-court-he-will-not-testify-judge-unexpectedly-resuming-proceedings-this-afternoon/600046200/
[49] https://trib.al/xiiHdip
[45] https://www.youtube.com/watch?v=-GiQUm6ZAcQ&feature=youtu.be


Top URLs in Tweet in G1:
[23] https://www.bbc.co.uk/news/world-us-canada-56763599
[20] https://twitter.com/wkamaubell/status/1382741800725536769
[15] https://www.cnn.com/2021/04/15/us/derek-chauvin-trial-george-floyd-day-14/index.html
[15] https://thehill.com/homenews/state-watch/548445-judge-warns-of-mistrial-in-chauvin-case-if-prosecution-witness-even
[11] https://redstate.com/shipwreckedcrew/2021/04/15/breaking-prosecutorial-error-with-states-last-witness-creates-grounds-for-possible-mistrial-in-chauvin-trial-n361633
[10] https://www.washingtonpost.com/nation/2021/04/15/derek-chauvin-trial/
[10] https://www.theguardian.com/commentisfree/2021/apr/15/derek-chauvin-trial-george-floyd-death-policing-america
[8] https://twitter.com/i/events/1376535597695705089
[8] https://www.cbsnews.com/live-updates/derek-chauvin-trial-george-floyd-death-testimony-complete-2021-04-15/
[7] https://apple.news/AjSOvO3OvRGKmY5xSA7bWxg

Top URLs in Tweet in G2:
[2] https://twitter.com/ABC/status/1382705852931575809
[2] http://www.msn.com/en-us/news/politics/pat-robertson-chauvin-should-be-put-under-the-jail/ar-BB1fH3tw?ocid=st
[2] https://www.boyculture.com/boy_culture/2021/04/colton-underwood-cassie-randolph-gay-chauvin-daunte-wright.html
[2] https://www.washingtonpost.com/nation/2021/04/06/derek-chauvin-trial/
[2] https://trib.al/xiiHdip
[2] https://www.cbsnews.com/news/cariole-horne-former-buffalo-police-officer-pension-lawsuit-win/
[1] https://www.washingtonpost.com/opinions/we-all-can-see-who-the-victim-is-his-name-is-not-derek-chauvin/2021/04/15/f21cd152-9e19-11eb-9d05-ae06f4529ece_story.html?tid=ss_tw
[1] https://twitter.com/Rob16921/status/1381995026817908739?s=19
[1] https://nytv.to/agaVp
[1] https://m.startribune.com/derek-chauvin-charges-trial-george-floyd-murder-manslaughter-police-minneapolis-minnesota/600030691/

Top URLs in Tweet in G3:
[3] http://www.msn.com/en-us/news/us/how-effective-was-derek-chauvins-defense/ar-BB1fH4dP?ocid=st
[2] https://twitter.com/ABC/status/1382705852931575809
[2] https://www.thedailybeast.com/pat-robertson-lashes-out-at-cops-says-theyve-got-to-stop-this-stuff?via=twitter_page
[2] https://twitter.com/BEVHOWARD40/status/1382779159882166276
[2] https://www.mi6rogue.com/news-ai
[2] https://twitter.com/english_shamar/status/1382739987049906176
[1] https://www.cnn.com/2020/06/12/us/chauvin-minneapolis-police-pension-invs/index.html
[1] https://trib.al/fAi0St9
[1] https://www.nytimes.com/2019/04/30/us/minneapolis-police-noor-verdict.html

Top URLs in Tweet in G4:
[20] https://trib.al/X8f6mfN
[19] https://www.cnn.com/2021/04/13/opinions/chauvin-defense-obstacles-george-floyd-callan/index.html
[14] https://www.youtube.com/watch?v=Y96gCwxG474&feature=youtu.be

[11] https://www.youtube.com/watch?v=2TU-FYfpXxw&feature=youtu.be

[8] https://twitter.com/wkamaubell/status/1382741800725536769
[7] https://www.msnbc.com/ayman-mohyeldin/watch/house-majority-whip-rep-clyburn-on-vaccines-scotus-racial-equality-110270021823
[5] https://www.youtube.com/watch?v=lugdM_6rHKI&feature=youtu.be

[4] https://trib.al/uox3S85
[4] https://twitter.com/chrisjansing/status/1382700728611966978
[3] https://trib.al/Ckef7su

Top URLs in Tweet in G5:
[58] https://thegrio.com/2021/04/14/kamala-harris-daunte-wright-chauvin-trial/
[10] https://www.dailymail.co.uk/news/article-9470837/Derek-Chauvin-trial-Pathology-expert-says-George-Floyd-died-sudden-cardiac-arrhythmia.html
[9] https://wtop.com/maryland/2021/04/marylands-former-chief-medical-examiner-subject-of-lawsuit-to-testify-in-chauvins-defense/
[5] https://twitter.com/larrymadowo/status/1382559310555664385
[5] https://www.abe.iastate.edu/extension-and-outreach/carbon-monoxide-poisoning-health-effects-aen-166/
[4] https://www.huffpost.com/entry/derek-chauvin-invokes-5th-amendment_n_60784d88e4b020e576c202bb
[4] http://trib.al/H8UAJd2
[3] https://trib.al/CHw2Nan
[3] https://thehill.com/homenews/state-watch/548407-chauvin-invokes-fifth-amendment-wont-testify-in-defense
[3] https://www.cbsnews.com/news/cariole-horne-former-buffalo-police-officer-pension-lawsuit-win/

Top URLs in Tweet in G6:
[233] https://redstate.com/shipwreckedcrew/2021/04/15/breaking-prosecutorial-error-with-states-last-witness-creates-grounds-for-possible-mistrial-in-chauvin-trial-n361633
[35] https://www.revolver.news/2021/04/derek-chauvin-did-nothing-wrong-george-floyd/
[10] https://www.newsmax.com/t/newsmax/article/1017726/16
[4] https://www.pscp.tv/w/c0YO4TUzMzM2OTR8MVJER2xQV3Frak5HTB80CspJN6bunf86yADj52SfNGVdejF15RLCjerwTz4a
[3] https://legalinsurrection.com/2021/04/live-chauvin-trial-day-14-defense-calls-more-medical-experts-as-trial-nears-end/
[3] https://www.nytimes.com/2021/04/09/us/chauvin-trial-george-floyd-autopsy.html
[2] https://twitter.com/CNN/status/1382355541347950593
[2] https://legalinsurrection.com/2021/04/chauvin-trial-day-13-wrap-up-solid-day-for-defense-with-forensic-expert-witness/
[2] https://www.fox9.com/LIVE
[2] https://justthenews.com/government/courts-law/ex-officer-chauvin-wont-testify-george-floyd-trial-invokes-fifth-amendment

Top URLs in Tweet in G7:
[12] https://twitter.com/mediaite/status/1382708678814486538
[9] https://thehill.com/homenews/state-watch/548445-judge-warns-of-mistrial-in-chauvin-case-if-prosecution-witness-even
[8] https://www.cbsnews.com/news/cariole-horne-former-buffalo-police-officer-pension-lawsuit-win/
[8] https://time.com/5954736/minnesota-activists-chauvin-trial-daunte-wright/
[7] https://twitter.com/alivelshi/status/1382378478096515077
[6] https://www.nbcnews.com/news/us-news/police-across-u-s-respond-derek-chauvin-trial-our-american-n1264224
[5] https://www.politico.com/news/2021/04/15/chauvin-wont-testify-at-murder-trial-in-floyds-death-481860
[5] https://www.theroot.com/day-14-of-chauvin-trial-the-defense-rests-its-case-and-1846691632?utm_source=twitter&utm_medium=SocialMarketing&utm_campaign=dlvrit&utm_content=theroot
[5] https://www.msnbc.com/craig-melvin/watch/analyzing-why-pulmonologist-was-recalled-to-make-rebuttal-testimony-in-chauvin-trial-110259269531
[4] https://www.vox.com/22385183/derek-chauvin-defense-murder-trial

Top URLs in Tweet in G8:
[2] https://www.huffpost.com/entry/derek-chauvin-invokes-5th-amendment_n_60784d88e4b020e576c202bb
[1] https://twitter.com/simplyduffy/status/1382701353554866176
[1] http://www.msn.com/en-us/news/us/derek-chauvin-trial-live-chauvin-tells-court-he-wont-testify-as-defense-rests-its-case-closing-arguments-set-for-monday/ar-BB1fFKwK?ocid=st
[1] https://www.mprnews.org

Top URLs in Tweet in G9:
[8] https://twitter.com/cnn/status/1382705399024005127
[3] https://www.politico.com/news/2021/04/15/chauvin-wont-testify-at-murder-trial-in-floyds-death-481860
[2] https://www.washingtonpost.com/nation/2021/04/13/chauvin-trial-expert-maryland-medical-examiner/?tid=ss_tw
[2] https://www.cnn.com/2021/04/15/us/derek-chauvin-trial-george-floyd-day-14/index.html
[2] https://thegrio.com/2021/04/14/kamala-harris-daunte-wright-chauvin-trial/
[2] https://www.dailykos.com/stories/2021/4/15/2026047/-Live-Derek-Chauvin-invokes-Fifth-Amendment-privilege-and-defense-threatens-mistrial
[2] https://www.startribune.com/testimony-in-support-of-defense-resumes-today-in-derek-chauvin-murder-trial/600046200/
[1] https://twitter.com/HunterJCullen/status/1382724064595349505
[1] https://twitter.com/thelauracoates/status/1382709341963304965
[1] https://twitter.com/thelauracoates/status/1382714344346157062

Top URLs in Tweet in G10:
[30] https://twitter.com/ZTPetrizzo/status/1382727213448056836
[14] https://twitter.com/huffpost/status/1382485225138237443
[7] https://twitter.com/ztpetrizzo/status/1382727213448056836
[6] https://unpackedthoughts.com/2021/03/29/derek-chauvin-trial/
[5] https://www.snopes.com/ap/2021/04/15/defense-rests-without-chauvin-testimony-at-murder-trial/
[2] https://twitter.com/atrupar/status/1382725082129268737
[2] https://www.cbsnews.com/news/george-floyd-derek-chauvin-nightclub-bumped-heads-changes-story/
[2] https://www.washingtonpost.com/lifestyle/media/george-floyd-right-wing-media/2021/04/07/db58716c-9796-11eb-a6d0-13d207aadb78_story.html
[2] https://thehill.com/blogs/blog-briefing-room/news/548475-most-say-not-guilty-verdict-for-george-floyd-death-would-be#.YHh7f-QuGxE.twitter
[2] https://abcnews.go.com/US/full-jury-seated-trial-police-officer-derek-chauvin/story?id=76486927

Top Domains
Top Domains in Tweet in Entire Graph:
[912] twitter.com
[612] trib.al
[325] youtube.com
[286] redstate.com
[172] cnn.com
[125] startribune.com
[89] theguardian.com
[85] washingtonpost.com
[83] co.uk
[75] thegrio.com

Top Domains in Tweet in G1:
[159] twitter.com
[46] cnn.com
[40] co.uk
[33] youtube.com
[31] thehill.com
[24] theguardian.com
[23] washingtonpost.com
[22] trib.al
[22] nytimes.com
[21] msn.com

Top Domains in Tweet in G2:
[7] twitter.com
[5] trib.al
[3] washingtonpost.com
[2] msn.com
[2] boyculture.com
[2] cbsnews.com
[1] nytv.to
[1] startribune.com
[1] npr.org
[1] youtube.com

Top Domains in Tweet in G3:
[6] twitter.com
[3] msn.com
[2] thedailybeast.com
[2] mi6rogue.com
[1] cnn.com
[1] trib.al
[1] nytimes.com

Top Domains in Tweet in G4:
[66] youtube.com
[46] trib.al
[21] twitter.com
[20] cnn.com
[8] msnbc.com
[7] washingtonpost.com
[5] npr.org
[4] nytimes.com
[4] startribune.com
[4] cbsnews.com

Top Domains in Tweet in G5:
[59] thegrio.com
[13] trib.al
[11] twitter.com
[10] co.uk
[9] wtop.com
[5] iastate.edu
[4] huffpost.com
[3] thehill.com
[3] cbsnews.com
[2] firstcoastnews.com

Top Domains in Tweet in G6:
[233] redstate.com
[35] revolver.news
[15] newsmax.com
[8] twitter.com
[6] legalinsurrection.com
[4] pscp.tv
[3] nytimes.com
[2] youtube.com
[2] fox9.com
[2] justthenews.com

Top Domains in Tweet in G7:
[22] twitter.com
[13] msnbc.com
[10] nbcnews.com
[9] thehill.com
[8] cbsnews.com
[8] time.com
[6] theroot.com
[5] politico.com
[4] vox.com
[4] dailykos.com

Top Domains in Tweet in G8:
[2] huffpost.com
[1] twitter.com
[1] msn.com
[1] mprnews.org

Top Domains in Tweet in G9:
[14] twitter.com
[4] cnn.com
[3] politico.com
[3] startribune.com
[2] washingtonpost.com
[2] thegrio.com
[2] dailykos.com
[1] nytimes.com
[1] latimes.com
[1] deseret.com

Top Domains in Tweet in G10:
[54] twitter.com
[6] unpackedthoughts.com
[5] snopes.com
[2] youtube.com
[2] cbsnews.com
[2] washingtonpost.com
[2] thehill.com
[2] go.com
[1] newsweek.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[665] georgefloyd
[424] derekchauvintrial
[345] chauvin
[306] chauvintrial
[249] derekchauvin
[184] justiceforgeorgefloyd
[85] dauntewright
[81] demvoice1
[77] blacklivesmatter
[76] freshvoicesrise



Top Hashtags in Tweet in G1:
[63] georgefloyd
[54] chauvin
[53] derekchauvintrial
[32] derekchauvin
[31] chauvintrial
[27] justiceforgeorgefloyd
[17] blm
[16] blacklivesmatter
[10] georgefloydtrial
[10] derek

Top Hashtags in Tweet in G2:
[32] georgefloyd
[28] chauvin
[27] trump
[12] derekchauvintrial
[8] derekchauvin
[5] chauvintrial
[3] guilty
[3] trial
[3] blm
[2] chauvindefense

Top Hashtags in Tweet in G3:
[10] georgefloyd
[2] world
[1] chauvin

Top Hashtags in Tweet in G4:
[17] justiceforgeorgefloyd
[14] mtpdaily
[12] guilty
[10] amrstaff
[9] justicematters
[7] georgefloyd
[4] breaking
[4] derekchauvin
[3] derekchauvinmurdertrial
[3] derekchauvintrial

Top Hashtags in Tweet in G5:
[24] kamalaharris
[20] dauntewright
[19] whitehouse
[12] derekchauvin
[10] chauvin
[9] chauvintrial
[8] taser
[7] kimpotter
[2] demvoice1
[2] freshvoicesrise

Top Hashtags in Tweet in G6:
[18] chauvintrial
[16] chauvintrialonhln
[6] derekchauvintrial
[6] chauvintrail
[4] derekchauvin
[2] georgefloyd
[2] msm
[2] chauvindefense
[2] newsmax
[1] georgefloydican

Top Hashtags in Tweet in G7:
[75] derekchauvintrial
[31] georgefloyd
[29] chauvintrial
[8] blacklivesmatter
[8] chauvin
[6] blm
[5] chauvinisguilty
[5] derekchauvin
[4] justiceforgeorgefloyd
[4] live

Top Hashtags in Tweet in G8:
[3] chauvintrial
[3] blacklivesmatter
[3] demvoice1
[2] chauvin
[2] georgefloyd
[1] wtpblue
[1] derekchauvintrial
[1] blm
[1] justiceforgeorgefloyd
[1] fresh

Top Hashtags in Tweet in G9:
[21] blacklivesmatter
[16] chauvin
[15] chauvinisguilty
[15] empathy
[15] blm
[15] antiracism
[9] derekchauvintrial
[7] georgefloyd
[3] defundthepolice
[3] theinfiniteage

Top Hashtags in Tweet in G10:
[4] chauvinisguilty
[2] defundthepolice
[2] onev1
[1] laloacaraz
[1] justiceforgeorgefloyd

Top Words
Top Words in Tweet in Entire Graph:
[17945] chauvin
[10104] derek
[5557] floyd
[5471] defense
[5469] trial
[4797] george
[3930] testify
[3120] case
[3096] prosecution
[2449] rests

Top Words in Tweet in G1:
[1698] chauvin
[876] derek
[645] trial
[433] floyd
[386] george
[348] testify
[335] defense
[231] case
[214] murder
[181] death

Top Words in Tweet in G2:
[1324] chauvin
[1305] rests
[1030] derek
[767] defense
[750] prosecution
[748] jury
[701] right
[674] put
[660] thing
[656] time

Top Words in Tweet in G3:
[945] chauvin
[861] derek
[755] george
[739] floyd
[731] neck
[725] believe
[715] kneeling
[710] died
[707] take
[703] hard

Top Words in Tweet in G4:
[1162] case
[1120] chauvin
[1024] defense
[510] testify
[468] prosecution
[446] rested
[389] actually
[388] derek
[379] defendant
[379] weak

Top Words in Tweet in G5:
[861] chauvin
[676] derek
[311] floyd
[294] george
[293] testify
[235] defense
[206] knee
[178] already
[162] need
[161] spoken

Top Words in Tweet in G6:
[669] chauvin
[351] trial
[248] breaking
[232] floyd
[192] witness
[161] expert
[152] mistrial
[151] last
[147] possible
[146] prosecutorial

Top Words in Tweet in G7:
[782] chauvin
[638] trial
[324] derek
[280] defense
[263] one
[237] shows
[232] cameras
[232] courtroom
[231] courts
[231] important

Top Words in Tweet in G8:
[688] chauvin
[559] derek
[481] testify
[413] amendment
[411] guilty
[406] fifth
[403] man
[402] day
[401] help
[400] invoke

Top Words in Tweet in G9:
[501] chauvin
[262] derek
[211] testify
[177] invoke
[159] 5th
[145] breaking
[124] behalf
[118] defense
[97] floyd
[92] case

Top Words in Tweet in G10:
[414] chauvin
[347] derek
[269] pat
[261] jail
[260] under
[251] robertson
[247] put
[219] going
[206] literally
[204] straight

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9559] derek,chauvin
[4164] george,floyd
[2609] chauvin,trial
[1350] defense,rests
[1287] fifth,amendment
[1034] floyd,died
[1017] right,thing
[1012] behind,bars
[1011] long,time
[1006] prosecution,rests

Top Word Pairs in Tweet in G1:
[840] derek,chauvin
[333] george,floyd
[299] chauvin,trial
[150] murder,trial
[100] defense,rests
[84] rests,case
[84] fifth,amendment
[83] chauvin,testify
[78] take,stand
[76] closing,arguments

Top Word Pairs in Tweet in G2:
[1028] derek,chauvin
[654] defense,rests
[653] behind,bars
[653] bars,long
[651] rests,prosecution
[651] prosecution,rests
[651] rests,jury
[651] jury,right
[651] right,thing
[651] thing,put

Top Word Pairs in Tweet in G3:
[838] derek,chauvin
[730] george,floyd
[713] kneeling,neck
[701] hard,believe
[700] argument,george
[700] floyd,died
[700] died,natural
[700] natural,causes
[700] causes,derek
[700] chauvin,happened

Top Word Pairs in Tweet in G4:
[390] chauvin,case
[382] defense,chauvin
[375] case,rested
[375] rested,defendant
[375] defendant,opted
[375] opted,testify
[375] testify,case
[375] case,presented
[375] presented,defense
[375] defense,extremely

Top Word Pairs in Tweet in G5:
[662] derek,chauvin
[286] george,floyd
[161] chauvin,need
[161] need,testify
[161] testify,knee
[161] knee,already
[161] already,spoken
[78] chauvin,testify
[74] carbon,monoxide
[60] testify,smirk

Top Word Pairs in Tweet in G6:
[313] chauvin,trial
[147] mistrial,chauvin
[146] breaking,prosecutorial
[146] prosecutorial,error
[146] error,state's
[146] state's,last
[146] last,witness
[146] witness,creates
[146] creates,grounds
[146] grounds,possible

Top Word Pairs in Tweet in G7:
[309] chauvin,trial
[283] derek,chauvin
[230] trial,shows
[228] many,courts
[228] courts,including
[228] including,federal
[228] federal,ones
[228] ones,cameras
[228] cameras,aren
[228] aren,usually

Top Word Pairs in Tweet in G8:
[558] derek,chauvin
[406] fifth,amendment
[400] plain,day
[399] chauvin,invoke
[399] found,guilty
[398] invoke,fifth
[398] amendment,testify
[398] testify,lord
[398] lord,help
[398] help,man

Top Word Pairs in Tweet in G9:
[260] derek,chauvin
[143] chauvin,invoke
[126] invoke,5th
[124] breaking,derek
[124] 5th,testify
[124] testify,behalf
[62] george,floyd
[53] fifth,amendment
[50] invoke,fifth
[39] amendment,privilege

Top Word Pairs in Tweet in G10:
[347] derek,chauvin
[260] under,jail
[251] pat,robertson
[205] chauvin,under
[204] robertson,straight
[204] straight,literally
[204] literally,put
[204] put,derek
[204] jail,going
[80] black,man

Top Replied-To
Top Replied-To in Entire Graph:
@dontlickchalk
@mmpadellan
@atrupar
@glennkirschner2
@themrpov
@thelauracoates
@jackposobiec
@jackroyer
@realcandaceo
@amy_siskind

Top Replied-To in G2:
@mmpadellan
@therickydavila
@reallyamerican1
@steelerfan1111
@jakelobin
@mulloverit
@ibitefiercely
@jimsciutto
@imspeaking13
@carriepower4

Top Replied-To in G3:
@atrupar
@tboneator64
@lissakevans
@jipseecat
@retroguygaming
@maryltrump
@jboatwater
@tbapple
@k_imbo
@bauerjournalism

Top Replied-To in G4:
@glennkirschner2
@davenewworld_2
@msnbc
@lisaboban
@jillwinebanks
@deadlinewh
@facttrumpfeel
@attorneycrump
@kylegriffin1
@doctorspoc

Top Replied-To in G5:
@potus
@labyrinthweaver
@sethabramson
@keithboykin
@bakari_sellers
@joyannreid
@b52malmet
@jeffhparrott
@smilan317
@old_bitchmoe

Top Replied-To in G6:
@themrpov
@jackposobiec
@thesensiblelib1
@tjweastfalls
@acnickel
@kenyoung2020
@marie77anne
@enoch69534579
@paulblume_fox9
@ohheyitsyoudave

Top Replied-To in G7:
@l0sersayswhat
@ananavarro
@4evernevertrump
@alittleleader
@toure
@volinxx
@joycewhitevance
@ericsslater
@frankinman16
@richardfcheney

Top Replied-To in G8:
@amy_siskind
@mdnij34
@badlegaltakes
@zeeteeay
@rshrauner
@glennkirschner2
@dontlickchalk
@katewillis10
@sunflowersoul71
@etommybs1

Top Replied-To in G9:
@thelauracoates
@capehartj
@jelani9
@jimsciutto
@jakkiisaid
@shanlonwu
@asharangappa_
@ronfilipkowski
@evolvingcause
@gatoratanu

Top Replied-To in G10:
@blewis823
@eminently_me5
@kathryndennison
@stellarcoach
@partlycloudypat
@atl_nde
@sellerhbc
@persiaa
@janetstonge2
@weegee56

Top Mentioned
Top Mentioned in Entire Graph:
@jackposobiec
@youtube
@wkamaubell
@atulocal1005
@cnn
@scotthech
@badfaithpod
@newsmax
@foxnews

Top Mentioned in G1:
@littleblueyrose
@nacioncl
@lntribune

Top Mentioned in G2:
@mmpadellan
@clemmiesmom
@shaqbrewster
@bellamiamommy
@fromthebunkerjr
@smarter37571226
@thelauracoates
@reallyamerican1
@capehartj

Top Mentioned in G3:
@atrupar
@jodotcom
@skolallday27
@andyintoont
@jboatwater
@txfunguy6
@richardadalton
@iamlucretiamott

Top Mentioned in G4:
@youtube
@shaqbrewster
@whipclyburn
@gabegutierrez
@lawprofbutler
@nicolledwallace
@msnbc
@marymoriarty
@aymanmsnbc
@therealbpx

Top Mentioned in G5:
@vp
@thegrio
@aprildryan
@bakari_sellers
@bbcnews
@larrymadowo
@potus
@bbcrosatkins
@bbcworld
@kamalaharris

Top Mentioned in G6:
@jackposobiec
@newsmax
@foxnews
@english3111
@oann
@wearesinclair
@rsbnetwork
@thefirstontv
@realamvoice
@theblaze

Top Mentioned in G7:
@playcroquet
@joycewhitevance
@kingturneriii
@soleilofylisse
@scottmgreer
@anacabrera
@derenicbyrd
@realtuckfrumper
@ayers_rachelle

Top Mentioned in G8:
@amy_siskind
@badlegaltakes
@murielcooperi
@jules31415
@ahhfulpossum
@melaniemaine
@pinkhippos10
@kimbercanada49
@goss30goss
@sand_manx

Top Mentioned in G9:
@asharangappa_
@capehartj
@thelauracoates
@acosta
@jelani9
@jimsciutto
@therecount
@sl8r1fett
@pauleva89869163
@arsenalreport

Top Mentioned in G10:
@youtube
@chris_notcapn
@sashabeauloux
@madisonkittay
@lacadri34
@dustinfalgout

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@pulpnews
@missb62
@mrdjones
@oldlady12345
@rashidaldosari
@barntiques859
@lasillarota
@chris_1791
@mlnangalama

Top Tweeters in G1:
@la_patilla
@pulpnews
@mrdjones
@lasillarota
@freiewelteu
@robinlynnemabin
@enanoo_4g
@elpoliticonews
@inspiteoftrump
@kleeblatt1977

Top Tweeters in G2:
@rhiles2760
@pushandpulljlm
@jacquelinehine1
@dappy_52
@stanspak
@debr3322
@beverlynotmypre
@dc4hope
@janattheocean
@elkehollings

Top Tweeters in G3:
@s9tmt
@kat4obama
@roblwilson
@frecklesxx20
@enrico056
@gwydion620
@jodotcom
@lorettabower3
@sallyagale
@amadii

Top Tweeters in G4:
@littlebytesnews
@washumom
@politicalbee
@ecclesias
@govsherazkhan
@maryalicebisho2
@briangrnotabot
@mjgarciakcmo
@notcomey
@blackrepublican

Top Tweeters in G5:
@brianmbunde
@smilan317
@rodneyclaeys
@marykeithbare1
@thuglifesocial
@bbcnews
@msjbe20a
@vabvox
@dominica_mora
@dawneryans

Top Tweeters in G6:
@souljahsingh
@msavaarmstrong
@_yvonneburton
@fl85
@mscontrariansci
@ibangel
@redeemedseven
@klaagblondy
@siaayrom
@ldga123456

Top Tweeters in G7:
@thereal_rebel
@mharvey816
@backstorymom1
@jilevin
@carlyinnj
@only4rm
@tallyannae
@wise_diva
@shirfire218
@familygrowing1

Top Tweeters in G8:
@jrbkjrbk
@phillygirl1441
@shipa123
@jeffreymeursing
@espeoppenheimer
@tabruns
@joy31608
@anneannapolis
@carolk47
@thebigship

Top Tweeters in G9:
@mayirmamay14
@antipandemonium
@nikitakitty
@aprylsmithts
@courageousgirl2
@jomajority
@liskaaz
@suescoby
@overunderclover
@prosyria2

Top Tweeters in G10:
@lehimesa
@hijcp
@temistansstuff
@brettaapplebaum
@slicknickshady
@cmargaronis
@inbtwnnames
@taterpie
@alephsmom
@1luv2


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