Qualified immunity, Twitter, 6/12/2020 10:52:28 PM, 229186
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Qualified immunity Twitter NodeXL SNA Map and Report for Thursday, 11 June 2020 at 15:52 UTC
Qualified immunity Twitter NodeXL SNA Map and Report for Thursday, 11 June 2020 at 15:52 UTC
View an interactive version of this graph (experimental)
From:
docassar
Uploaded on:
June 12, 2020
Short Description:
Qualified immunity via NodeXL https://bit.ly/2MR3Vhl
@gunnelswarren
@justinamash
@icecube
@playercoalition
@cnn
@openletterbot
@mkraju
@insomniaink
@thehill
@speakerpelosi

Top hashtags:
#georgefloyd
#qualifiedimmunity
#blacklivesmatter
#sb217
#49ers
#abolishqi
#blm

Description:
Description
The graph represents a network of 17,898 Twitter users whose recent tweets contained "Qualified immunity", 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, 11 June 2020 at 16:24 UTC.

The tweets in the network were tweeted over the 22-hour, 17-minute period from Wednesday, 10 June 2020 at 17:34 UTC to Thursday, 11 June 2020 at 15:52 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 : 17898
Unique Edges : 30601
Edges With Duplicates : 2336
Total Edges : 32937
Number of Edge Types : 5
Retweet : 14954
MentionsInRetweet : 11799
Tweet : 1521
Replies to : 1889
Mentions : 2774
Self-Loops : 1566
Reciprocated Vertex Pair Ratio : 0.00309298922442464
Reciprocated Edge Ratio : 0.00616690428036206
Connected Components : 1385
Single-Vertex Connected Components : 742
Maximum Vertices in a Connected Component : 14872
Maximum Edges in a Connected Component : 29834
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.817493
Graph Density : 9.41588172940761E-05
Modularity : 0.745092
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 17,898 Twitter users whose recent tweets contained "Qualified immunity", 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, 11 June 2020 at 16:24 UTC.

The tweets in the network were tweeted over the 22-hour, 17-minute period from Wednesday, 10 June 2020 at 17:34 UTC to Thursday, 11 June 2020 at 15:52 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 : Qualified immunity
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[352] https://www.change.org/p/gavin-newsom-repeal-the-qualified-immunity-act-of-1967
[224] https://thehill.com/blogs/blog-briefing-room/news/502154-over-1400-pro-athletes-coaches-call-on-congress-to-back-bill
[140] https://trib.al/FdvnmKf
[133] http://w.bos.gl/3Y0AGyK
[102] https://twitter.com/messages/compose?recipient_id=835740314006511618&text=sign%20SEUDKP
[99] https://reason.com/2020/06/10/qualified-immunity-cleveland-cops-assault-false-charges-sixth-circuit/
[80] https://www.cnn.com/2020/06/10/politics/qualified-immunity-congress-athletes-brady-wentz-brees/index.html
[72] https://www.espn.com/nfl/story/_/id/29291797/players-coalition-gathers-1400-signatures-support-bill-end-qualified-immunity-police
[68] https://trib.al/JNfcEuv
[47] https://dailycaller.com/2020/06/10/trump-qualified-immunity-police-reform/

Top URLs in Tweet in G1:
[2] https://www.mic.com/p/how-qualified-immunity-protects-police-officers-from-facing-consequences-22967144?utm_campaign=mic&utm_content=1591727178&utm_medium=owned&utm_source=facebook,twitter
[1] https://thehill.com/homenews/senate/502179-senate-at-logjam-over-changing-qualified-immunity-for-police
[1] https://twitter.com/justinamash/status/1268353415295500289?s=20
[1] https://www.buzzfeednews.com/article/zoetillman/court-denies-immunity-police-west-virginia-george-floyd
[1] https://twitter.com/ZekeJMiller/status/1270781137682681856
[1] http://www.msn.com/en-us/news/us/momentum-builds-to-end-qualified-immunity-for-police-officers-in-the-wake-of-george-floyds-killing/ar-BB15j2Fz?ocid=st
[1] https://joj2020.com/

Top URLs in Tweet in G2:
[102] https://twitter.com/messages/compose?recipient_id=835740314006511618&text=sign%20SEUDKP
[7] https://twitter.com/messages/compose?recipient_id=835740314006511618&text=sign%20IVNTRE
[6] https://twitter.com/messages/compose?recipient_id=835740314006511618&text=resist
[6] https://www.espn.com/nfl/story/_/id/29291797/players-coalition-gathers-1400-signatures-support-bill-end-qualified-immunity-police
[5] https://www.star-telegram.com/sports/nfl/dallas-cowboys/article243426606.html
[4] https://twitter.com/messages/compose?recipient_id=835740314006511618&text=sign%20XITZCS
[4] https://twitter.com/messages/compose?recipient_id=835740314006511618&text=sign%20WPBBAD
[4] https://twitter.com/messages/compose?recipient_id=835740314006511618&text=sign%20JFJHDQ
[4] https://twitter.com/messages/compose?recipient_id=835740314006511618&text=sign%20KZDUKF
[4] http://w.bos.gl/3Y0AGyK

Top URLs in Tweet in G3:
[16] https://reason.com/2020/06/10/qualified-immunity-cleveland-cops-assault-false-charges-sixth-circuit/
[8] https://reason.com/2020/06/10/its-time-to-end-qualified-immunity-for-college-administrators-too/
[7] https://reason.com/2020/06/10/maybe-cops-should-be-pulling-back/
[4] https://reason.com/2020/06/10/senate-republican-police-reforms-wont-touch-qualified-immunity/
[3] https://slate.com/news-and-politics/2020/06/democrats-police-reform-bill-federal-agents.html
[3] https://reason.com/2020/06/09/defund-the-police-should-include-federal-cops-too/
[1] https://www.boston.com/news/politics/2020/06/05/ayanna-pressley-qualified-immunity-bill
[1] https://reason.com/2020/06/06/justin-amash-ayanna-pressley-end-police-qualified-immunity-where-are-the-republicans/
[1] https://thebulwark.com/to-make-police-accountable-end-qualified-immunity/
[1] https://twitter.com/ChicagoKentLaw/status/1271087339792728064

Top URLs in Tweet in G4:
[5] https://dailycaller.com/2020/06/10/tom-brady-drew-brees-nfl-nba-mlb-players-end-qualified-immunity-police-george-floyd/
[1] https://twitter.com/tmz/status/1270811610639028224
[1] https://news.yahoo.com/momentum-builds-to-end-qualified-immunity-for-police-officers-in-the-wake-of-george-floyds-killing-183336998.html?soc_src=community&soc_trk=tw
[1] https://www.espn.com/nfl/story/_/id/29291797/players-coalition-gathers-1400-signatures-support-bill-end-qualified-immunity-police

Top URLs in Tweet in G5:
[27] https://reason.com/2020/06/10/qualified-immunity-cleveland-cops-assault-false-charges-sixth-circuit/
[23] http://www.msn.com/en-us/news/us/momentum-builds-to-end-qualified-immunity-for-police-officers-in-the-wake-of-george-floyds-killing/ar-BB15j2Fz?ocid=st
[16] https://www.cnn.com/2020/06/10/politics/qualified-immunity-congress-athletes-brady-wentz-brees/index.html
[16] https://thehill.com/homenews/senate/502179-senate-at-logjam-over-changing-qualified-immunity-for-police
[13] https://www.espn.com/nfl/story/_/id/29291797/players-coalition-gathers-1400-signatures-support-bill-end-qualified-immunity-police
[9] https://reason.com/
[8] https://reason.com/2020/06/10/its-time-to-end-qualified-immunity-for-college-administrators-too/
[7] https://thehill.com/blogs/blog-briefing-room/news/502154-over-1400-pro-athletes-coaches-call-on-congress-to-back-bill
[6] https://www.cbssports.com/general/news/players-coalition-gets-over-1400-signatures-to-support-bill-seeking-end-of-qualified-immunity-for/
[6] https://www.vice.com/en_us/article/xg8yzk/a-judge-said-george-floyds-name-when-he-denied-qualified-immunity-to-5-cops

Top URLs in Tweet in G6:
[194] https://thehill.com/blogs/blog-briefing-room/news/502154-over-1400-pro-athletes-coaches-call-on-congress-to-back-bill
[42] https://dailycaller.com/2020/06/10/trump-qualified-immunity-police-reform/
[14] https://twitter.com/IlhanMN/status/1270861446465957889
[10] https://thehill.com/homenews/senate/502179-senate-at-logjam-over-changing-qualified-immunity-for-police
[6] https://www.leagle.com/decision/infdco20170324b53
[6] https://www.washingtonpost.com/politics/courts_law/supreme-court-asked-to-reconsider-immunity-available-to-police-accused-of-brutality/2020/06/04/99266d2c-a5b0-11ea-b473-04905b1af82b_story.html?fbclid=IwAR0UPnJEP0vCsMD0WN_nTSZBbSnMdeYOhLb7gV58N_R_IUnBoxNFmGOEYrs
[4] https://www.cnn.com/2020/06/03/politics/supreme-court-qualified-immunity-police-accountability-george-floyd/index.html
[4] https://www.espn.com/nfl/story/_/id/29291797/players-coalition-gathers-1400-signatures-support-bill-end-qualified-immunity-police
[3] https://www.cnn.com/2020/06/10/politics/qualified-immunity-congress-athletes-brady-wentz-brees/index.html
[2] https://thehill.com/homenews/campaign/502187-harris-grapples-with-defund-the-police-movement-amid-veep-talk

Top URLs in Tweet in G7:
[22] https://www.latimes.com/sports/story/2020-06-10/sports-coalition-wants-congress-to-end-qualified-immunity
[13] https://www.theiacp.org/sites/default/files/IACP%20Statement%20on%20Qualified%20Immunity.pdf
[10] https://thehill.com/blogs/blog-briefing-room/news/502154-over-1400-pro-athletes-coaches-call-on-congress-to-back-bill#.XuIr5-Il7NA.twitter
[6] https://www.vox.com/2020/6/3/21277104/qualified-immunity-cops-constitution-shaniz-west-supreme-court?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[6] https://thehill.com/blogs/blog-briefing-room/news/502154-over-1400-pro-athletes-coaches-call-on-congress-to-back-bill
[5] https://www.bleedinggreennation.com/2020/6/10/21286421/carson-wentz-pro-athletes-call-end-qualified-immunity-police-signature-nfl-football-players-mlb-nba
[4] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2896508
[4] https://www.buzzfeednews.com/article/zoetillman/court-denies-immunity-police-west-virginia-george-floyd
[3] https://www.npr.org/sections/live-updates-protests-for-racial-justice/2020/06/07/871713872/cory-booker-wants-to-end-qualified-immunity-for-police-officers
[3] https://docs.house.gov/meetings/JU/JU00/20200610/110775/HHRG-116-JU00-Wstate-IfillS-20200610.pdf

Top URLs in Tweet in G8:
[321] https://www.change.org/p/gavin-newsom-repeal-the-qualified-immunity-act-of-1967
[27] https://www.change.org/p/united-states-supreme-court-end-qualified-immunity-0303c9ae-36e1-4574-a409-d71b8f85386b/exp/cl_/cl_sharecopy_22529725_en-US/v1/681716141?utm_content=cl_sharecopy_22529725_en-US%3Av1&recruiter=681716141&recruited_by_id=60182b80-f224-11e6-9db9-b997eacb26fa&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_initial&utm_term=petition_dashboard
[6] https://www.change.org/p/gavin-newsom-repeal-the-qualified-immunity-act-of-1967/exp/cl_/cl_sharecopy_22748010_en-US/v8/835441189?utm_content=cl_sharecopy_22748010_en-US%3Av8&recruiter=835441189&recruited_by_id=a94ec720-cbde-11e7-a916-4f17582f8b52&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_abi
[5] https://www.change.org/p/gavin-newsom-repeal-the-qualified-immunity-act-of-1967?recruiter=553208786&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_abi&utm_term=petition_dashboard&recruited_by_id=92980550-2ce8-11e6-a04f-2984512f0c98
[5] https://www.change.org/p/gavin-newsom-repeal-the-qualified-immunity-act-of-1967?recruiter=913938082&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&recruited_by_id=67e1f1d0-e754-11e8-9df4-c15d2481c915
[2] https://www.change.org/p/gavin-newsom-repeal-the-qualified-immunity-act-of-1967?recruiter=1115181895&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_abi&utm_term=psf_combo_share_abi&recruited_by_id=fe87d9a0-abf3-11ea-b01b-53ca644c46fb
[2] https://www.change.org/p/gavin-newsom-repeal-the-qualified-immunity-act-of-1967?recruiter=460248990&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=petition_dashboard&recruited_by_id=9a250780-b48b-11e5-a6f4-63711c4b2e83
[2] https://www.change.org/p/gavin-newsom-repeal-the-qualified-immunity-act-of-1967?recruiter=1085213825&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_abi&utm_term=petition_dashboard&recruited_by_id=bd33ef30-8d57-11ea-96a3-436272f4a08e
[2] https://www.change.org/p/gavin-newsom-repeal-the-qualified-immunity-act-of-1967?recruiter=876530303&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&recruited_by_id=8aa0a520-5ae3-11e8-8e7a-b78590728721
[2] https://www.change.org/p/gavin-newsom-repeal-the-qualified-immunity-act-of-1967?recruiter=false&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=5695dcd0-ab65-11ea-80f9-196532f3624c

Top URLs in Tweet in G9:
[7] https://twitter.com/people4bernie/status/1270806299215671296
[4] https://thehill.com/blogs/blog-briefing-room/news/502154-over-1400-pro-athletes-coaches-call-on-congress-to-back-bill
[3] https://www.newsweek.com/what-qualified-immunity-police-officers-these-six-cases-are-being-discussed-supreme-court-1509484
[2] http://w.bos.gl/3Y0AGyK
[1] https://twitter.com/playercoalition/status/1270702267809714176
[1] https://www.ca4.uscourts.gov/opinions/182142.P.pdf
[1] https://thehill.com/homenews/senate/502179-senate-at-logjam-over-changing-qualified-immunity-for-police#.XuHkm5Mt8zE.twitter
[1] https://thehill.com/homenews/senate/502179-senate-at-logjam-over-changing-qualified-immunity-for-police#.XuHjD7gNWEA.twitter
[1] https://twitter.com/NBCPolitics/status/1270891031437942785
[1] https://twitter.com/Bugs_Meany/status/1270909283937538050

Top URLs in Tweet in G10:
[22] https://www.nationalreview.com/2018/09/end-qualified-immunity-supreme-court/
[12] https://chicago.suntimes.com/columnists/2020/6/9/21285663/police-abuse-qualified-immunity-supreme-court-rulings-jacob-sullum
[10] https://thebulwark.com/to-make-police-accountable-end-qualified-immunity/
[5] https://www.nationalreview.com/news/mcenany-reiterates-qualified-immunity-reform-is-a-non-starter
[4] https://twitter.com/keithboykin/status/1270033380713914368?s=19
[3] https://www.cato.org/blog/dissenters-fifth-circuit-qualified-immunity-case-misunderstand-relationship-between-originalism
[2] https://www.cato.org/blog/why-qualified-immunity
[2] https://www.lawfareblog.com/what-qualified-immunity-and-what-does-it-have-do-police-reform
[2] https://twitter.com/conlawwarrior/status/1265357876710780928
[2] https://www.unlawfulshield.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[642] change.org
[500] twitter.com
[322] thehill.com
[259] trib.al
[163] reason.com
[136] bos.gl
[96] cnn.com
[81] espn.com
[61] dailycaller.com
[55] msn.com

Top Domains in Tweet in G1:
[2] twitter.com
[2] mic.com
[1] thehill.com
[1] buzzfeednews.com
[1] msn.com
[1] joj2020.com

Top Domains in Tweet in G2:
[178] twitter.com
[8] espn.com
[5] reason.com
[5] congress.gov
[5] forbes.com
[5] star-telegram.com
[4] bos.gl
[4] nbcsports.com
[3] vox.com
[3] fee.org

Top Domains in Tweet in G3:
[41] reason.com
[5] twitter.com
[3] slate.com
[2] blogspot.com
[1] boston.com
[1] thebulwark.com
[1] foxnews.com
[1] ij.org
[1] suntimes.com
[1] thehill.com

Top Domains in Tweet in G4:
[5] dailycaller.com
[1] twitter.com
[1] yahoo.com
[1] espn.com

Top Domains in Tweet in G5:
[115] twitter.com
[54] reason.com
[46] thehill.com
[39] msn.com
[37] change.org
[19] cnn.com
[18] espn.com
[12] usatoday.com
[12] iammarketingmedia.com
[11] cbssports.com

Top Domains in Tweet in G6:
[207] thehill.com
[42] dailycaller.com
[21] twitter.com
[7] cnn.com
[6] leagle.com
[6] washingtonpost.com
[4] reason.com
[4] espn.com
[2] boston.com
[1] trib.al

Top Domains in Tweet in G7:
[22] latimes.com
[19] thehill.com
[14] twitter.com
[13] theiacp.org
[9] vox.com
[8] youtube.com
[5] bleedinggreennation.com
[4] ssrn.com
[4] buzzfeednews.com
[4] npr.org

Top Domains in Tweet in G8:
[536] change.org
[3] twitter.com

Top Domains in Tweet in G9:
[12] twitter.com
[6] thehill.com
[3] newsweek.com
[2] bos.gl
[1] uscourts.gov
[1] reason.com
[1] statesman.com
[1] wgbh.org

Top Domains in Tweet in G10:
[31] nationalreview.com
[17] twitter.com
[12] suntimes.com
[10] thebulwark.com
[5] cato.org
[4] unlawfulshield.com
[3] thehill.com
[2] reuters.com
[2] lawfareblog.com
[1] cbsnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[122] georgefloyd
[102] qualifiedimmunity
[98] blacklivesmatter
[92] sb217
[71] 49ers
[45] abolishqi
[38] blm
[36] endqualifiedimmunity
[32] capolitics
[32] capol



Top Hashtags in Tweet in G2:
[93] georgefloyd
[62] 49ers
[37] qualifiedimmunity
[32] capolitics
[32] capol
[13] nypolitics
[13] nypol
[12] txpolitics
[12] justiceinpolicingact
[11] sayfie

Top Hashtags in Tweet in G3:
[31] blacklivesmatter
[11] qualifiedimmunity
[8] usa
[2] justiceinpolicing
[2] abolishqi
[2] tellusjody
[1] votegold
[1] winwin
[1] foxnews
[1] republican

Top Hashtags in Tweet in G4:
[1] justiceinpolicingact

Top Hashtags in Tweet in G5:
[21] qualifiedimmunity
[16] blacklivesmatter
[13] endqualifiedimmunity
[13] immunity
[12] bacteriology
[12] epidemiology
[12] immunesystem
[12] immunization
[12] virology
[8] blm

Top Hashtags in Tweet in G6:
[16] defundvice
[15] defundthepolice
[11] generalflynn
[11] supportthemilitary
[10] qualifiedimmunity
[6] policereform
[3] blacklivesmatter
[2] justiceinpolicingact
[2] georgefloyd
[2] endqualifiedimmunitynow

Top Hashtags in Tweet in G7:
[2] qualifiedimmunity
[1] georgefloyd
[1] defundthepolice
[1] smartnews
[1] justiceinpolicing
[1] lastweektonight
[1] policebrutality
[1] policeviolence
[1] slavepatrols
[1] wokeaf

Top Hashtags in Tweet in G8:
[2] endqualifiedimmunity
[1] blacklivesmattters
[1] justiceforgeorgefloyd
[1] justiceforbreonnataylor
[1] wedemandjudicialreforms

Top Hashtags in Tweet in G9:
[23] saytheirnames
[23] defundpolice
[2] justiceinpolicingact
[1] blacklivesmatter
[1] taxpayers
[1] mansworld
[1] presidentberniesanders
[1] endqualifiedimmunity

Top Hashtags in Tweet in G10:
[39] abolishqi
[2] sb217
[2] qualifiedimmunity
[1] endpolicebrutality
[1] police
[1] georgefloyd

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[8700] pass
[4383] immunity
[4382] qualified
[4375] police
[4366] end
[4356] ban
[4354] rights
[4353] act
[4353] civil
[4350] bernie

Top Words in Tweet in G2:
[2147] immunity
[2123] qualified
[1451] end
[1329] act
[1258] ending
[1085] police
[885] nfl
[884] coaches
[883] mlb
[882] nba

Top Words in Tweet in G3:
[1251] immunity
[1250] qualified
[979] libertarian
[943] ending
[938] latest
[933] act
[928] make
[920] repmcclintock
[918] s
[917] gracenapolitano

Top Words in Tweet in G4:
[888] qualified
[888] immunity
[871] pay
[844] out
[843] same
[843] officer
[843] shot
[843] man
[843] pocket
[843] kill

Top Words in Tweet in G5:
[680] immunity
[657] qualified
[408] police
[260] end
[106] cops
[104] officers
[73] players
[72] congress
[67] 1
[67] ending

Top Words in Tweet in G6:
[631] immunity
[624] qualified
[294] police
[253] congress
[225] bill
[209] ending
[207] over
[206] 1
[203] athletes
[201] 400

Top Words in Tweet in G7:
[875] immunity
[787] qualified
[403] times
[393] shot
[393] man
[393] 22
[392] circuit
[372] qi
[341] court
[327] police

Top Words in Tweet in G8:
[512] qualified
[512] immunity
[471] repeal
[445] sign
[270] here
[264] iovinmills
[185] petition
[165] change
[164] act
[159] 1967

Top Words in Tweet in G9:
[627] qualified
[627] immunity
[522] abolish
[343] today
[323] senate
[310] police
[307] floor
[230] need
[220] pass
[217] end

Top Words in Tweet in G10:
[587] immunity
[573] qualified
[134] people
[130] more
[126] kittynouveau
[126] joho_dsa
[121] away
[121] cop
[119] threatens
[119] goes

Top Word Pairs
Top Word Pairs in Tweet in G2:
[4382] qualified,immunity
[4354] ending,qualified
[4350] immunity,act
[4350] athletes,coaches
[4350] nfl,nba
[4350] nba,mlb
[4350] personnel,nfl
[4350] end,qualified
[4350] 1,400
[4350] more,1

Top Word Pairs in Tweet in G3:
[2122] qualified,immunity
[1251] ending,qualified
[1194] immunity,act
[797] gracenapolitano,repmcclintock
[746] repmcclintock,repjudychu
[746] repjudychu,repkatieporter
[724] repkatieporter,repmikequigley
[554] repmikequigley,rephastingsfl
[547] libertarian,democratic
[416] sponsors,ending

Top Word Pairs in Tweet in G4:
[1250] qualified,immunity
[939] same,officer
[923] officer,shot
[917] shot,man
[917] man,pay
[917] pay,out
[917] out,pocket
[917] pocket,kill
[912] kill,qualified
[912] immunity,now

Top Word Pairs in Tweet in G5:
[888] qualified,immunity
[843] end,qualified
[843] immunity,police
[843] police,officers
[843] ending,qualified
[843] players,coalition
[843] 'qualified,immunity'
[843] immunity',police
[843] logjam,over
[843] over,changing

Top Word Pairs in Tweet in G6:
[653] qualified,immunity
[205] ending,qualified
[109] 1,400
[72] pro,athletes
[61] athletes,coaches
[59] over,1
[42] 400,pro
[41] coaches,call
[38] call,congress
[38] congress,back

Top Word Pairs in Tweet in G7:
[624] qualified,immunity
[208] 22,times
[201] 4th,circuit
[197] black,man
[197] circuit,court
[196] man,22
[196] case,qualified
[196] important,case
[196] immunity,4th
[196] circuit,revives

Top Word Pairs in Tweet in G8:
[786] qualified,immunity
[393] repeal,qualified
[311] immunity,sign
[219] iovinmills,repeal
[201] sign,here
[197] sign,petition
[188] immunity,act
[186] act,1967
[186] petition,change
[186] gavin,newsom

Top Word Pairs in Tweet in G9:
[512] qualified,immunity
[471] abolish,qualified
[282] senate,floor
[264] floor,today
[264] need,abolish
[180] immunity,berniesanders
[160] berniesanders,senate
[159] end,qualified
[157] civil,rights
[152] bernie,senate

Top Word Pairs in Tweet in G10:
[627] qualified,immunity
[328] kittynouveau,joho_dsa
[307] joho_dsa,cop
[307] cop,threatens
[228] threatens,qualified
[210] immunity,goes
[210] goes,away
[164] away,stop
[104] stop,bothering
[97] bothering,people

Top Replied-To
Top Replied-To in Entire Graph:
@iovinmills
@kittynouveau
@thehill
@msnbc
@kylegriffin1
@justinamash
@lyntasticc
@meitedhearts
@joebiden
@apark2453

Top Replied-To in G1:
@shaunking
@gunnelswarren
@freedomrideblog
@leslie_balanay
@nycspeakercojo
@jayshams

Top Replied-To in G2:
@justinamash
@repthomasmassie
@aznlibertarian
@senatortimscott
@dagg_tagg
@nicklesbev
@senschumer
@seanwaggoner9
@senkamalaharris
@1thisismyland

Top Replied-To in G3:
@justinamash
@_nectarine808_
@congressmanhice
@reason
@stonyjbc
@deanclancy
@thehill
@gopoversight
@peterrquinones
@zerosum24

Top Replied-To in G4:
@icecube

Top Replied-To in G5:

Top Replied-To in G6:
@thehill
@msnbc
@joebiden
@realdonaldtrump
@whitehouse
@kamalaharris
@americanewsroom
@foxnews
@senatemajldr
@dailycaller

Top Replied-To in G7:
@nateraymond
@andarin101
@tribelaw
@lawrencehurley
@bvsiness
@dth110
@lhillthefirst
@liminalmori
@mudrmdb
@petermerlincane

Top Replied-To in G8:
@iovinmills
@meitedhearts
@1975moreinlove
@seanmdav
@hotpinkwheein
@pankowfilms
@goinsupernova
@xomdg1
@defnceles
@gwsjuii

Top Replied-To in G9:
@speakerpelosi
@thomaskaine5
@anthonyzenkus
@theprototype914
@timeoutnewyork
@sensanders
@the_book_girl
@queenkaiwashere
@dronepresident
@itsjoycecw

Top Replied-To in G10:
@kittynouveau
@kylegriffin1
@segalmr
@acomicpunk
@ihatenyt
@gabrielmalor
@greg651
@bigboy81329547
@weaknessdad
@macrodesiac_

Top Mentioned
Top Mentioned in Entire Graph:
@repmcclintock
@gracenapolitano
@repjudychu
@repkatieporter
@repmikequigley
@rephastingsfl
@nfl
@mlb
@nba
@justinamash

Top Mentioned in G1:
@shaunking
@ourrevolutionnv

Top Mentioned in G2:
@nfl
@mlb
@nba
@justinamash
@ayannapressley
@playercoalition
@repmcclintock
@gracenapolitano
@repjudychu
@repkatieporter

Top Mentioned in G3:
@repmcclintock
@gracenapolitano
@repjudychu
@repkatieporter
@repmikequigley
@rephastingsfl
@reason
@rivlibpopolare
@forumalcentro
@nfl

Top Mentioned in G6:
@realdonaldtrump
@donaldjtrumpjr
@thejusticedept
@realjameswoods
@housedemocrats
@googlenews
@edhenry
@joebiden
@thehill
@foxnews

Top Mentioned in G7:
@theiacp
@williambaude
@myconstitution
@youtube
@voxdotcom
@elizabethwydra
@jimtrotter_nfl
@theroot
@jschwartzprof
@lpeblog

Top Mentioned in G8:
@change
@ukchange
@umeh_lc
@seanmdav

Top Mentioned in G9:
@berniesanders
@speakerpelosi
@gracenapolitano
@repmcclintock
@repjudychu
@repkatieporter
@repmikequigley
@rephastingsfl
@elisha1022
@montanasociali3

Top Mentioned in G10:
@joho_dsa
@conlawwarrior
@davidafrench
@sailorbrendan
@catoinstitute
@kittynouveau
@housejudiciary
@amandacarpenter
@jay_schweikert
@ihatenyt

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@oldlady12345
@the_news_diva
@dynamocooligan
@hrblock_21
@monicasloves
@betfastcom
@mattmurph24
@solutioneer72
@raymond_norman

Top Tweeters in G1:
@trisity_
@kimvie
@chibiufo
@spidermals
@lauschjack
@llstudent08
@bernieupstateny
@jim_b60
@shasta_otter
@misselise84

Top Tweeters in G2:
@solutioneer72
@richslate
@openletterbot
@hijcp
@purplegarter1
@saizdeku
@_veechi
@rolandsmartin
@lorettabower3
@newc88

Top Tweeters in G3:
@rjber15
@b1e56df9ce6549f
@bob_stinson1234
@tempkt
@johnmknox
@catoletters
@bobbielcoleman
@sds_sunlight
@friedrichhayek
@bayofarizona

Top Tweeters in G4:
@yusufyuie
@greeeneyedwhwom
@hoeitsrocuervo
@bayfromva
@uniqueloves
@estrellapreto
@frostbite___
@wavyboomin
@showmeyotwittie
@finesseinisreal

Top Tweeters in G5:
@the_news_diva
@betfastcom
@raymond_norman
@4pawshop
@andyvermaut
@iam__network
@sir_max
@analyticaglobal
@swissbusiness
@fadedtwinks

Top Tweeters in G6:
@myplace4u
@thehill
@princessbravato
@mzee26
@nihaustin
@azws
@annaapp91838450
@foxnews
@skynews
@abc13houston

Top Tweeters in G7:
@bkindngood
@russelltim151
@awelab1956
@trump_enemy
@carlyinnj
@raygibbs1
@vi44
@safetypindaily
@bulldoghill
@slate

Top Tweeters in G8:
@leeleemunster
@spiderdanni
@anyofarc
@zokage_
@ariennaminx
@808sandsneakers
@starinfused
@vampsmagconbell
@weltschmerzbae
@delicatefalice

Top Tweeters in G9:
@drdaveanddee
@senseof_outrage
@oldsalz
@tates5a
@richrake
@laura78703
@theresaschroe14
@mary_swilling
@joy31608
@brendahazelhur1

Top Tweeters in G10:
@copyofone
@estarianne
@rhonda_harbison
@biasedgirl
@terrinamajnoona
@notacquiescing
@on_bender
@mark_kawada
@varadmehta
@ppiixx


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