Voting Rights, Twitter, 4/8/2021 4:14:59 PM, 252327


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Voting Rights_2021-04-08_07-10-13.xlsx
Voting Rights_2021-04-08_07-10-13.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 08, 2021
Short Description:
Voting Rights via NodeXL https://bit.ly/3s1O1mG
@marceelias
@sahilkapur
@ariberman
@cnnbrk
@coribush
@thepubliususa
@jrubinblogger
@brennancenter
@patagonia
@covie_93

Top hashtags:
#forthepeopleact
#hr1
#onev1
#fresh
#votingrights
#demvoice1
#hr4
#wtpblue
#gapol

Description:
Description
The graph represents a network of 16,235 Twitter users whose recent tweets contained "Voting Rights", 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, 08 April 2021 at 15:49 UTC.

The tweets in the network were tweeted over the 11-hour, 25-minute period from Thursday, 08 April 2021 at 02:44 UTC to Thursday, 08 April 2021 at 14:10 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 : 16235
Unique Edges : 22313
Edges With Duplicates : 1482
Total Edges : 23795
Number of Edge Types : 5
Retweet : 16072
Tweet : 1145
MentionsInRetweet : 3316
Replies to : 1514
Mentions : 1748
Self-Loops : 1180
Reciprocated Vertex Pair Ratio : 0.00214602072964705
Reciprocated Edge Ratio : 0.00428285037361035
Connected Components : 926
Single-Vertex Connected Components : 444
Maximum Vertices in a Connected Component : 13095
Maximum Edges in a Connected Component : 20563
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.620644
Graph Density : 8.32754746859517E-05
Modularity : 0.78172
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 16,235 Twitter users whose recent tweets contained "Voting Rights", 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, 08 April 2021 at 15:49 UTC.

The tweets in the network were tweeted over the 11-hour, 25-minute period from Thursday, 08 April 2021 at 02:44 UTC to Thursday, 08 April 2021 at 14:10 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 : Voting Rights
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:
[2178] https://www.cnn.com/2021/04/07/politics/geoff-duncan-voter-fraud-cnntv/index.html
[609] https://trib.al/tygmULj
[410] https://www.washingtonpost.com/opinions/joe-manchin-filibuster-vote/2021/04/07/cdbd53c6-97da-11eb-a6d0-13d207aadb78_story.html?tid=ss_tw
[330] https://www.latimes.com/politics/story/2021-04-06/dianne-feinstein-senate-filibuster-rules-voting-rights-change
[261] https://www.msnbc.com/the-reidout/watch/joy-reid-calls-gop-attacks-on-voting-rights-intellectually-dishonest-109818437826
[235] https://www.nbcnews.com/politics/elections/gov-inslee-signs-bill-restore-voting-rights-washington-parolees-n1263387
[200] https://twitter.com/allahpundit/status/1379790287233560579
[196] https://www.democracydocket.com/2021/03/reframing-voting-rights-in-the-courts/
[194] https://trib.al/EVcfXg4
[169] https://www.washingtonpost.com/opinions/joe-manchin-filibuster-vote/2021/04/07/cdbd53c6-97da-11eb-a6d0-13d207aadb78_story.html

Top URLs in Tweet in G1:
[1570] https://www.cnn.com/2021/04/07/politics/geoff-duncan-voter-fraud-cnntv/index.html
[113] https://www.democracydocket.com/2021/03/reframing-voting-rights-in-the-courts/
[40] https://www.law360.com/legalindustry/articles/1372951/open-letter-encourages-lawyers-to-protect-voting-rights
[22] https://www.democracydocket.com/2021/04/patagonia-calls-on-businesses-to-protect-voting-rights/
[9] https://www.axios.com/georgia-voting-restrictions-microsoft-corporations-57f321c3-f449-41c0-858e-02006d017768.html
[5] https://www.politicususa.com/2021/04/06/jen-psaki-wrecks-fox-news-when-try-to-insert-propaganda-into-press-briefing.html
[5] https://www.nytimes.com/2021/04/07/us/politics/kentucky-voting-law.html
[4] https://www.floridaphoenix.com/2021/04/02/voter-suppression-fl-voting-rights-groups-want-corporations-to-follow-denouncements-with-action/
[4] https://www.nytimes.com/2021/04/05/business/voting-rights-ceos.html?action=click&module=Top%20Stories&pgtype=Homepage
[4] https://www.bostonglobe.com/2021/04/02/opinion/mlb-corporate-leaders-wake-up-assault-voting-rights/

Top URLs in Tweet in G3:
[33] https://www.huffpost.com/entry/jim-clyburn-joe-manchin-voting-rights_n_606611e8c5b67785b7777362
[33] https://www.cnn.com/2021/04/07/politics/geoff-duncan-voter-fraud-cnntv/index.html
[32] https://www.reuters.com/article/us-usa-budget-manchin/u-s-senator-manchin-in-threat-to-biden-agenda-opposes-reconciliation-backs-filibuster-idUSKBN2BV03B
[26] https://www.washingtonpost.com/politics/manchin-filibuster-biden/2021/04/07/03635ab2-97fd-11eb-b28d-bfa7bb5cb2a5_story.html
[26] https://www.washingtonpost.com/opinions/joe-manchin-filibuster-vote/2021/04/07/cdbd53c6-97da-11eb-a6d0-13d207aadb78_story.html?tid=ss_tw
[18] https://www.yahoo.com/huffpost/jim-clyburn-joe-manchin-voting-rights-192826753.html
[13] https://www.latimes.com/politics/story/2021-04-06/dianne-feinstein-senate-filibuster-rules-voting-rights-change
[11] https://citizensforethics.org/forthepeople
[11] https://www.washingtonpost.com/opinions/joe-manchin-filibuster-vote/2021/04/07/cdbd53c6-97da-11eb-a6d0-13d207aadb78_story.html
[11] https://www.cnn.com/2021/04/07/politics/washington-voting-rights-parolees/index.html

Top URLs in Tweet in G4:
[281] https://www.latimes.com/politics/story/2021-04-06/dianne-feinstein-senate-filibuster-rules-voting-rights-change
[270] https://www.washingtonpost.com/opinions/joe-manchin-filibuster-vote/2021/04/07/cdbd53c6-97da-11eb-a6d0-13d207aadb78_story.html?tid=ss_tw
[66] https://www.cnn.com/2021/04/07/politics/geoff-duncan-voter-fraud-cnntv/index.html
[22] https://twitter.com/TheTweetOfJohn/status/1379963561980567556
[16] https://nymag.com/intelligencer/article/everybody-shouldnt-be-voting-republican-vote-suppression-national-review-history.html
[15] https://trib.al/tygmULj
[15] https://www.washingtonpost.com/opinions/2021/04/07/another-blow-filibuster/
[11] https://www.democracydocket.com/2021/03/reframing-voting-rights-in-the-courts/
[10] https://twitter.com/josecanyousee/status/1379985823223795712
[9] https://nextuporegon.org/2021/02/03/new-bill-proposes-restoration-of-voting-rights-for-oregonians-in-prison/

Top URLs in Tweet in G5:
[167] https://www.nbcnews.com/politics/elections/gov-inslee-signs-bill-restore-voting-rights-washington-parolees-n1263387
[90] https://www.ajc.com/politics/politics-blog/the-jolt-patagonia-giving-1-million-for-voting-rights-after-new-georgia-law/EHJ2ON2IPNFBFCYXHFHFGV65YM/
[48] https://www.democracydocket.com/2021/04/companies-must-help-strengthen-our-democracy/
[33] https://tucson.com/news/state-and-regional/voting-rights-groups-tactics-in-arizona-election-audit-are-illegal-intimidating/article_3b3aa443-85e2-5ce4-9649-544bb8ce4062.html
[30] https://www.cnn.com/2021/04/07/politics/geoff-duncan-voter-fraud-cnntv/index.html
[30] https://countedascast.org/the-little-bits-matter/
[25] https://time.com/5952523/marc-elias-voting-laws-challenge/
[23] https://trib.al/VdHpoRi
[22] https://www.ajc.com/news/atlanta-news/more-metro-atlanta-fallout-from-mlbs-all-star-game-relocation/UQTXMKHDFZHMXGNPO7POSHL2MY/
[13] https://www.latimes.com/politics/story/2021-04-06/dianne-feinstein-senate-filibuster-rules-voting-rights-change

Top URLs in Tweet in G6:
[117] https://www.washingtonpost.com/opinions/joe-manchin-filibuster-vote/2021/04/07/cdbd53c6-97da-11eb-a6d0-13d207aadb78_story.html
[27] https://www.cnn.com/2021/04/07/politics/geoff-duncan-voter-fraud-cnntv/index.html
[20] https://www.thedailybeast.com/the-money-monster-mitch-mcconnell-created-finally-turned-on-him-in-georgia-voting-rights-fight?via=twitter_page
[16] https://www.mobilize.us/dfadcoalition/?utm_source=CollectiveImpact&utm_medium=allenlellison
[16] https://twitter.com/OscarNunezLA/status/1379503806560538626
[10] https://www.thedailybeast.com/the-money-monster-mitch-mcconnell-created-finally-turned-on-him-in-georgia-voting-rights-fight
[8] https://www.washingtonpost.com/opinions/joe-manchin-filibuster-vote/2021/04/07/cdbd53c6-97da-11eb-a6d0-13d207aadb78_story.html?tid=ss_tw
[6] https://www.nbcnews.com/politics/elections/gov-inslee-signs-bill-restore-voting-rights-washington-parolees-n1263387
[6] https://www.rawstory.com/joe-manchin-filibuster-2651803108/
[5] https://www.democracydocket.com/2021/03/reframing-voting-rights-in-the-courts/

Top URLs in Tweet in G7:
[124] https://twitter.com/jonfavs/status/1379952427051327492
[107] https://twitter.com/henrymcmaster/status/1379519301749772291
[59] https://www.cnn.com/2021/04/07/politics/geoff-duncan-voter-fraud-cnntv/index.html
[31] https://twitter.com/KevinMKruse/status/1143216355383992320
[16] https://twitter.com/NRO/status/1379736500972175360
[13] https://www.washingtonpost.com/opinions/joe-manchin-filibuster-vote/2021/04/07/cdbd53c6-97da-11eb-a6d0-13d207aadb78_story.html?tid=ss_tw
[7] https://www.seattletimes.com/seattle-news/politics/inslee-signs-bill-restoring-voting-rights-to-washingtonians-with-felonies-upon-release-from-prison/
[6] https://twitter.com/allahpundit/status/1379790287233560579
[5] https://www.nbcnews.com/politics/elections/gov-inslee-signs-bill-restore-voting-rights-washington-parolees-n1263387
[5] https://www.democracydocket.com/2021/03/reframing-voting-rights-in-the-courts/

Top URLs in Tweet in G8:
[41] https://www.cnn.com/2021/04/07/politics/geoff-duncan-voter-fraud-cnntv/index.html
[19] https://www.commondreams.org/news/2021/04/08/why-us-senate-so-broken-manchin-vow-preserve-filibuster-imperils-voting-rights-and
[12] https://talkingpointsmemo.com/news/manchin-digs-heels-in-on-keeping-filibuster-no-exception-for-voting-rights-bill
[10] https://www.washingtonpost.com/opinions/joe-manchin-filibuster-vote/2021/04/07/cdbd53c6-97da-11eb-a6d0-13d207aadb78_story.html?tid=ss_tw
[7] https://www.nbcnews.com/politics/elections/gov-inslee-signs-bill-restore-voting-rights-washington-parolees-n1263387
[4] https://www.law360.com/legalindustry/articles/1372951/open-letter-encourages-lawyers-to-protect-voting-rights
[3] https://www.washingtonpost.com/opinions/joe-manchin-filibuster-vote/2021/04/07/cdbd53c6-97da-11eb-a6d0-13d207aadb78_story.html
[3] https://www.democracydocket.com/2021/03/reframing-voting-rights-in-the-courts/
[2] https://www.huffpost.com/entry/jim-clyburn-joe-manchin-voting-rights_n_606611e8c5b67785b7777362
[2] https://twitter.com/jonfavs/status/1379952427051327492

Top URLs in Tweet in G9:
[251] https://www.msnbc.com/the-reidout/watch/joy-reid-calls-gop-attacks-on-voting-rights-intellectually-dishonest-109818437826
[141] https://www.msnbc.com/all-in/watch/shades-of-jim-crow-how-gop-is-using-the-big-lie-to-roll-back-voting-access-109823557640
[55] https://www.cnn.com/2021/04/07/politics/geoff-duncan-voter-fraud-cnntv/index.html
[25] https://twitter.com/thenbpa/status/1379896878616227841
[22] https://www.washingtonpost.com/opinions/2021/04/07/another-blow-filibuster/
[19] https://www.postandcourier.com/politics/graham-says-democrats-voting-rights-bill-should-scare-everybody-in-south-carolina/article_cc257ad2-970a-11eb-9e4e-0f96eb35a573.html
[12] https://trib.al/tygmULj
[12] https://www.washingtonpost.com/opinions/joe-manchin-filibuster-vote/2021/04/07/cdbd53c6-97da-11eb-a6d0-13d207aadb78_story.html?tid=ss_tw
[12] https://www.mobilize.us/dfadcoalition/?utm_source=CollectiveImpact&utm_medium=bradleywhitford
[11] https://twitter.com/allahpundit/status/1379790287233560579

Top URLs in Tweet in G10:
[525] https://trib.al/tygmULj
[60] https://www.cbsnews.com/news/kentucky-election-reforms-bipartisan/?ftag=CNM-00-10aab7e&linkId=115613364
[12] https://www.cnn.com/2021/04/07/politics/geoff-duncan-voter-fraud-cnntv/index.html
[6] https://twitter.com/CBSNews/status/1379954701685420035/video/1
[5] https://www.nbcnews.com/politics/elections/gov-inslee-signs-bill-restore-voting-rights-washington-parolees-n1263387
[5] https://www.chicagotribune.com/news/breaking/ct-election-municipal-low-turnout-20210407-ecvcvo77nbap7nxzox3glwxkyq-story.html
[5] https://komonews.com/news/local/inslee-signs-bill-restoring-voting-rights-to-formerly-incarcerated-washingtonians
[5] https://twitter.com/marylandmatters/status/1380108205381009412
[4] https://www.cbsnews.com/news/filibuster-in-the-united-states-senate-progressive-priorities/
[3] https://www.ajc.com/politics/politics-blog/the-jolt-patagonia-giving-1-million-for-voting-rights-after-new-georgia-law/EHJ2ON2IPNFBFCYXHFHFGV65YM/

Top Domains
Top Domains in Tweet in Entire Graph:
[2347] cnn.com
[1356] twitter.com
[1143] trib.al
[724] washingtonpost.com
[408] msnbc.com
[346] latimes.com
[312] democracydocket.com
[252] nbcnews.com
[185] ajc.com
[173] cbsnews.com

Top Domains in Tweet in G1:
[1570] cnn.com
[139] democracydocket.com
[40] law360.com
[11] twitter.com
[11] nytimes.com
[9] axios.com
[5] politicususa.com
[4] floridaphoenix.com
[4] bostonglobe.com
[3] washingtonpost.com

Top Domains in Tweet in G3:
[67] washingtonpost.com
[61] twitter.com
[46] cnn.com
[34] huffpost.com
[32] reuters.com
[25] vox.com
[19] trib.al
[18] yahoo.com
[13] latimes.com
[11] citizensforethics.org

Top Domains in Tweet in G4:
[294] washingtonpost.com
[281] latimes.com
[69] cnn.com
[62] twitter.com
[24] trib.al
[16] nymag.com
[13] democracydocket.com
[11] demcastusa.com
[9] vox.com
[9] nextuporegon.org

Top Domains in Tweet in G5:
[167] nbcnews.com
[115] ajc.com
[81] democracydocket.com
[41] twitter.com
[33] tucson.com
[32] cnn.com
[30] countedascast.org
[27] trib.al
[26] time.com
[20] thehill.com

Top Domains in Tweet in G6:
[128] washingtonpost.com
[31] thedailybeast.com
[28] cnn.com
[22] twitter.com
[16] mobilize.us
[7] rawstory.com
[6] nbcnews.com
[5] democracydocket.com
[5] co.uk
[4] seattletimes.com

Top Domains in Tweet in G7:
[292] twitter.com
[60] cnn.com
[16] washingtonpost.com
[7] ajc.com
[7] seattletimes.com
[6] democracydocket.com
[5] nbcnews.com
[5] electionline.org
[5] tucson.com
[4] law360.com

Top Domains in Tweet in G8:
[41] cnn.com
[19] commondreams.org
[13] twitter.com
[13] washingtonpost.com
[12] talkingpointsmemo.com
[7] nbcnews.com
[4] law360.com
[3] trib.al
[3] democracydocket.com
[2] huffpost.com

Top Domains in Tweet in G9:
[392] msnbc.com
[73] twitter.com
[60] cnn.com
[46] washingtonpost.com
[33] time.com
[29] trib.al
[19] postandcourier.com
[17] mobilize.us
[12] rawstory.com
[12] democracydocket.com

Top Domains in Tweet in G10:
[527] trib.al
[64] cbsnews.com
[15] twitter.com
[14] cnn.com
[6] time.com
[5] nbcnews.com
[5] chicagotribune.com
[5] komonews.com
[3] apple.news
[3] ajc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[431] forthepeopleact
[115] hr1
[115] onev1
[96] fresh
[90] votingrights
[73] demvoice1
[71] hr4
[56] wtpblue
[56] gapol
[54] filibusterorvotingrights



Top Hashtags in Tweet in G1:
[2] onev1
[2] wtpblue
[2] demvoice1
[2] filibuster
[2] morningjoe
[1] fresh
[1] demcastfl
[1] gop
[1] s1
[1] hr1

Top Hashtags in Tweet in G3:
[65] hr1
[62] hr4
[54] filibusterorvotingrights
[25] dixiecrat
[25] morningjoe
[18] forthepeopleact
[7] votersuppression
[4] endthefilibuster
[4] jimcrowjoe
[4] s1

Top Hashtags in Tweet in G4:
[287] forthepeopleact
[24] wtpblue
[20] demcast
[18] filibuster
[15] onev1
[13] demvoice1
[10] dcstatehood
[9] passftpa
[9] smartnews
[9] votingrightsarehumanrights

Top Hashtags in Tweet in G5:
[10] suppression
[8] gapol
[6] forthepeopleact
[6] stopvotersuppression
[5] standwithvoters
[4] advanceblue2022
[3] azleg
[3] bigotry
[3] racism
[3] blm

Top Hashtags in Tweet in G6:
[10] smartnews
[2] whitesupremacy
[1] joemanchin

Top Hashtags in Tweet in G7:
[5] forthepeopleact
[4] hr1
[1] california
[1] unitedstates
[1] filibuster
[1] georgia
[1] patheticgqp
[1] felonies
[1] hb1078
[1] votingrights

Top Hashtags in Tweet in G8:
[4] nmleg
[4] nmpol
[2] hb231
[1] endthefilibuster
[1] smartnews
[1] abolishthefilibuster

Top Hashtags in Tweet in G9:
[27] thereidout
[26] forthepeopleact
[24] onev1
[22] fresh
[21] wtpblue
[19] demcastfl
[19] demvoice1
[12] gapol
[10] standwithpark
[10] protectblackwomen

Top Hashtags in Tweet in G10:
[2] gapol
[2] empowervoters
[2] defenddemocracy
[2] forthepeopleact
[1] thereidout
[1] trump2024
[1] suckit

Top Words
Top Words in Tweet in Entire Graph:
[19790] voting
[18967] rights
[6156] state
[5494] act
[4116] gov
[4060] law
[4017] filibuster
[3953] people
[3298] gop
[3122] election

Top Words in Tweet in G1:
[3157] state
[2025] rights
[2017] voting
[1798] election
[1616] law
[1607] gop
[1577] became
[1574] before
[1572] georgia's
[1572] lt

Top Words in Tweet in G2:
[917] great
[917] grandmother
[917] during
[917] women
[917] voting
[917] rights
[917] protest
[917] 1920s

Top Words in Tweet in G3:
[1176] voting
[1125] rights
[353] filibuster
[261] sen_joemanchin
[254] manchin
[248] gop
[203] democracy
[198] act
[178] vote
[176] pass

Top Words in Tweet in G4:
[1099] voting
[1084] rights
[905] filibuster
[598] democracy
[390] vote
[321] senate
[308] 10
[307] pass
[305] r's
[301] choice

Top Words in Tweet in G5:
[1014] voting
[902] rights
[368] patagonia
[293] bill
[270] people
[206] gov
[201] georgia
[188] groups
[181] prison
[180] washington

Top Words in Tweet in G6:
[838] rights
[790] voting
[609] filibuster
[599] manchin
[585] joe
[444] protecting
[442] hr
[439] committed
[439] reason
[439] fails

Top Words in Tweet in G7:
[1195] voting
[1083] rights
[556] state
[479] states
[417] gop
[387] act
[362] georgia
[354] voter
[350] suppression
[347] contrast

Top Words in Tweet in G8:
[2389] act
[747] voting
[746] rights
[634] filibuster
[623] bill
[605] people
[597] public
[594] senate
[594] john
[594] lewis

Top Words in Tweet in G9:
[1064] voting
[825] rights
[509] anti
[460] vote
[406] jim
[406] crow
[307] republicans
[299] democracy
[292] legislation
[286] make

Top Words in Tweet in G10:
[770] voting
[702] rights
[618] bill
[611] gov
[546] people
[545] prison
[541] released
[540] inslee
[538] washington
[535] automatically

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17967] voting,rights
[2462] rights,act
[2267] rights,restrictions
[2266] became,state
[2264] state,lawmakers
[2264] lawmakers,created
[2264] created,momentum
[2264] momentum,package
[2264] package,voting
[2261] state,law

Top Word Pairs in Tweet in G1:
[2012] voting,rights
[1572] became,state
[1570] well,big
[1570] big,f'ing
[1570] f'ing,deal
[1570] deal,georgia's
[1570] georgia's,gop
[1570] gop,lt
[1570] lt,gov
[1570] gov,admits

Top Word Pairs in Tweet in G2:
[917] great,grandmother
[917] grandmother,during
[917] during,women
[917] women,voting
[917] voting,rights
[917] rights,protest
[917] protest,1920s

Top Word Pairs in Tweet in G3:
[1083] voting,rights
[133] joe,manchin
[113] voter,suppression
[105] rights,act
[88] pass,voting
[82] rights,bill
[73] rights,bills
[71] save,democracy
[60] supreme,court
[60] assault,voting

Top Word Pairs in Tweet in G4:
[1054] voting,rights
[305] 10,r's
[305] r's,vote
[296] senate,filibuster
[284] filibuster,voting
[272] vote,voting
[270] needs,find
[270] find,10
[270] rights,otherwise
[270] otherwise,democracy

Top Word Pairs in Tweet in G5:
[829] voting,rights
[172] rights,people
[172] released,prison
[171] washington,gov
[171] bill,automatically
[170] gov,jay
[170] jay,inslee
[169] automatically,restoring
[169] restoring,voting
[168] inslee,signed

Top Word Pairs in Tweet in G6:
[778] voting,rights
[583] joe,manchin
[439] manchin,committed
[439] committed,protecting
[439] protecting,filibuster
[439] filibuster,reason
[439] reason,hr
[439] hr,voting
[439] rights,fails
[439] fails,titanic

Top Word Pairs in Tweet in G7:
[1036] voting,rights
[362] rights,act
[349] voter,suppression
[347] contrast,gop
[347] gop,voter
[347] suppression,georgia
[205] breaking,virginia
[205] virginia,legislature
[205] legislature,approved
[205] approved,final

Top Word Pairs in Tweet in G8:
[740] voting,rights
[609] rights,act
[594] people,act
[594] john,lewis
[594] lewis,voting
[593] 15,minimum
[593] minimum,wage
[593] wage,universal
[593] universal,gun
[593] gun,background

Top Word Pairs in Tweet in G9:
[753] voting,rights
[404] jim,crow
[258] anti,democracy
[253] harder,vote
[252] pushing,legislation
[252] make,harder
[251] joyannreid,calls
[251] calls,anti
[251] democracy,anti
[251] anti,voting

Top Word Pairs in Tweet in G10:
[699] voting,rights
[538] released,prison
[536] rights,people
[535] bill,automatically
[533] washington,gov
[533] gov,jay
[533] jay,inslee
[530] signs,bill
[530] automatically,restore
[530] restore,voting

Top Replied-To
Top Replied-To in Entire Graph:
@sen_joemanchin
@amy_siskind
@gelliottmorris
@marceelias
@jrubinblogger
@attorneygriggs
@joncoopertweets
@joemanchinwv
@marshablackburn
@covie_93

Top Replied-To in G1:
@marceelias
@govkemp
@ellewibble
@cptfunkadunk
@asamples333
@gelliottmorris
@anniegabstonh
@realstirfryguy
@cbs2boise
@lisacm9

Top Replied-To in G3:
@sen_joemanchin
@amy_siskind
@joemanchinwv
@amyklobuchar
@ajentleson
@joncoopertweets
@senatorsinema
@johnpavlovitz
@walshfreedom
@senwhitehouse

Top Replied-To in G4:
@gelliottmorris
@jrubinblogger
@jonfavs
@djrothkopf
@sfpelosi
@joncoopertweets
@mattyglesias
@mkraju
@krosen_nw
@ezralevin

Top Replied-To in G5:
@kylegriffin1
@swampdrainnow
@jglarusso
@bejoan5
@henrymcmaster
@gothamgirlblue
@leftcoastbabe
@reesetheone1
@rookney
@sen_joemanchin

Top Replied-To in G6:
@rookney
@marniefriedma11
@bblock29
@dtxtc13
@thepubliususa
@ltd765
@truthwriter65
@jonflan
@l_u_n_a13
@meidastouch

Top Replied-To in G7:
@projectlincoln
@ariberman
@ottawafencer
@kevinmkruse
@amy_siskind
@potus
@freedomtvr
@lisazucker3
@mkwilson_603
@quakerorts

Top Replied-To in G8:
@sahilkapur
@sen_joemanchin
@davidcorndc
@akasha2458
@alkaliaxel
@tpm
@amyklobuchar
@amy_siskind
@brianros1

Top Replied-To in G9:
@joshtpm
@joncoopertweets
@kingjames
@amy_siskind
@andrewmain66
@ariberman
@lyndamorse17
@sen_joemanchin
@covie_93
@laurenboebert

Top Replied-To in G10:
@cnnbrk
@drugsbadmkay
@chijimko65
@richardparkersw
@noparty4523
@thebrettcarroll
@tomlee451

Top Mentioned
Top Mentioned in Entire Graph:
@govinslee
@senfeinstein
@joyannreid
@sen_joemanchin
@jayinslee
@patagonia
@tarrasimmons5
@chrislhayes
@mlb
@thedemocrats

Top Mentioned in G1:
@joemanchinwv
@politicususa
@govinslee
@murdockresists
@govkemp
@thedpledge
@blackknight10k
@patagonia
@thenbpa
@nicolledwallace

Top Mentioned in G3:
@sen_joemanchin
@senatedems
@kyrstensinema
@joebiden
@housedemocrats
@potus
@senschumer
@gop
@vp
@joemanchinwv

Top Mentioned in G4:
@senfeinstein
@jrubinblogger
@sen_joemanchin
@govinslee
@jayinslee
@ezralevin
@mattyglesias
@brennancenter
@thedailyedge
@juliancastro

Top Mentioned in G5:
@patagonia
@jimsoper
@blackvotersmtr
@govinslee
@henrymcmaster
@lyft
@bandyxlee1
@jennycohn1
@austintsearle
@protctdemocracy

Top Mentioned in G6:
@cliffschecter
@meidastouch
@joemanchinwv
@govinslee
@thepubliususa
@cmcc1975
@jrubinblogger
@cupofjoeinthed2
@thedailybeast
@leadermcconnell

Top Mentioned in G7:
@jayinslee
@kevinmkruse
@ariberman
@jimsoper
@govinslee
@projectlincoln
@potus
@brennancenter
@mattyglesias
@themasters

Top Mentioned in G8:
@tpm
@georgenelouis
@repcori
@govmlg
@govinslee
@relentlessyapp
@sahilkapur
@moorehead_agnes
@alanbarnes20
@muellershewrote

Top Mentioned in G9:
@joyannreid
@chrislhayes
@themasters
@thenbpa
@jrubinblogger
@michelleinbklyn
@govinslee
@ariberman
@dfadcoalition
@senfeinstein

Top Mentioned in G10:
@cnnbrk
@statesnewsroom
@lauraolson
@govinslee
@emfundertaker
@nebraskadems
@holybullies
@lwv
@cbsnews
@joyannreid

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@americanair
@rashidaldosari
@barntiques859
@robinsnewswire
@monicasloves
@mattmurph24
@united
@cagney1991

Top Tweeters in G1:
@thepoliticalcat
@kenkircher1
@foggybottomgal
@jamestoupin
@vedehimajumdar
@awelab1956
@justwhatnowwhy
@lisakbromley
@astraea_styx
@riskyliberal

Top Tweeters in G2:
@nursyahidahrzzz
@nabilhussein
@mizunohopkins
@rusyaimie
@fthhntsya
@s4th__
@alifdalmim
@nrhdx
@asyrafzainal95
@aiesyarazakk

Top Tweeters in G3:
@southwestair
@sddphoto
@dancas2
@teram323tere
@prime_bee
@88seattle61
@lllwry
@bmangh
@jetblue
@gstuedler

Top Tweeters in G4:
@washumom
@padakitty
@kak089
@politicalbee
@brontyman
@phendricks71
@lovetogive2
@enrico056
@cblazblaz
@sexygirl798

Top Tweeters in G5:
@littlebytesnews
@joleonbusby
@britpoptarts
@rachel_mcrea
@eykis
@79topper
@cotey_mary
@ami_tvdfan
@carrybeyond
@deathtocrazy

Top Tweeters in G6:
@stockguy61
@rhiles2760
@carlyinnj
@jcmarbury
@debrob1947
@stanspak
@dbble5
@yolie_rios
@mayread3
@missesbun

Top Tweeters in G7:
@givemepie360
@msmwatchdog2013
@pas5974
@amyayers16
@mjgarciakcmo
@gregmroscoe
@pwm62
@leslielee327
@familygrowing1
@jameskthompson1

Top Tweeters in G8:
@homegypsy
@sheiladecker19
@69nicebot69
@redboybroken
@janiecestaton
@hardknoxfirst
@newsofmideast
@k_dubb_80
@bellablue1060
@bulldoghill

Top Tweeters in G9:
@missb62
@robinsnewswire
@cagney1991
@manmet80
@rosenchild
@missnisha6849
@meidas_damon
@tadrow
@_silversmith
@reneevoicebrand

Top Tweeters in G10:
@rashidaldosari
@barntiques859
@lechatnoire4
@theresamax
@govsherazkhan
@marconavarrolor
@margaritateresa
@gumboqueen3030
@johnnydee62
@veggie64_leslie