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Warnock_2021-04-08_05-42-45.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
April 08, 2021
Short Description:
Warnock via NodeXL https://bit.ly/3uBUTsm
@jennaellisesq
@danielturnerptf
@reverendwarnock
@drjasonjohnson
@jasoninthehouse
@therealmka20
@pastordscott
@joyannreid
@hugolowell
@senatorwarnock

Top hashtags:
#warnock
#ossoff
#mlb
#staceyabrams
#resist

Description:
Description
The graph represents a network of 15,709 Twitter users whose recent tweets contained "Warnock", 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 13:32 UTC.

The tweets in the network were tweeted over the 3-day, 0-hour, 34-minute period from Monday, 05 April 2021 at 12:05 UTC to Thursday, 08 April 2021 at 12:40 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 : 15709
Unique Edges : 21155
Edges With Duplicates : 3588
Total Edges : 24743
Number of Edge Types : 5
Retweet : 14400
Replies to : 2427
Mentions : 2398
MentionsInRetweet : 3777
Tweet : 1741
Self-Loops : 1814
Reciprocated Vertex Pair Ratio : 0.00441071852027508
Reciprocated Edge Ratio : 0.00878269902729247
Connected Components : 1419
Single-Vertex Connected Components : 827
Maximum Vertices in a Connected Component : 12861
Maximum Edges in a Connected Component : 21614
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.503148
Graph Density : 8.58253358693346E-05
Modularity : 0.697028
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 15,709 Twitter users whose recent tweets contained "Warnock", 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 13:32 UTC.

The tweets in the network were tweeted over the 3-day, 0-hour, 34-minute period from Monday, 05 April 2021 at 12:05 UTC to Thursday, 08 April 2021 at 12:40 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 : Warnock
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:
[236] https://americasvoice.news/playlist/just-the-truth/
[215] https://newschannel9.com/news/local/us-senators-jon-ossoff-rev-raphael-warnock-announce-over-143-million-in-funding
[200] https://www.foxnews.com/politics/warnock-deletes-easter-tweet-amid-backlash
[164] https://dailycaller.com/2021/04/06/doug-collins-stacey-abrams-raphael-warnock-mlb-owe-georgia-apology/
[152] https://www.toddstarnes.com/faith/warnock-deletes-easter-tweet-after-heresy-backlash/?fbclid=IwAR1qzZKc55KTxfn8767hhiaRZcMgdCe9-24YjUbhI4WDQLrxFxt4f9Y40I0
[115] https://www.dailywire.com/news/warnock-meaning-of-easter-transcends-resurrection-of-christ-people-can-save-themselves-with-good-works
[95] https://www.washingtonpost.com/religion/2021/04/05/raphael-warnock-deletes-tweet-easter-resurrection-jeremiah-wright/?outputType=amp
[95] https://www.mediaite.com/politics/sen-raphael-warnock-deletes-easter-tweet-after-being-accused-of-heresy/
[94] https://www.newsmax.com/politics/warnock-twitter-easter-heresy/2021/04/05/id/1016368/
[94] https://www.dailywire.com/news/raphael-warnock-is-not-a-christian

Top URLs in Tweet in G1:
[234] https://americasvoice.news/playlist/just-the-truth/
[70] https://www.dailywire.com/news/warnock-meaning-of-easter-transcends-resurrection-of-christ-people-can-save-themselves-with-good-works
[38] https://www.washingtontimes.com/news/2021/apr/4/raphael-warnock-rebuked-easter-message-downplaying/
[33] https://www.mediaite.com/politics/sen-raphael-warnock-deletes-easter-tweet-after-being-accused-of-heresy/
[22] https://www.thenewcivilrightsmovement.com/2021/04/ex-trump-attorney-attacks-dem-senator-as-a-heretic-and-msnbc-hosts-who-dont-even-pretend-to-be-christians/
[19] https://www.foxnews.com/politics/warnock-deletes-easter-tweet-amid-backlash
[18] https://twitter.com/cate63799787/status/1378931946634416130
[17] https://www.toddstarnes.com/faith/warnock-deletes-easter-tweet-after-heresy-backlash/?fbclid=IwAR1qzZKc55KTxfn8767hhiaRZcMgdCe9-24YjUbhI4WDQLrxFxt4f9Y40I0
[15] https://twitter.com/jennaellisesq/status/1378911483464048646
[13] https://www.newsmax.com/politics/warnock-twitter-easter-heresy/2021/04/05/id/1016368/

Top URLs in Tweet in G2:
[58] https://twitter.com/jennaellisesq/status/1378911483464048646
[4] https://ir.shareaholic.com/e?u=https://www.washingtontimes.com/news/2021/apr/4/raphael-warnock-rebuked-easter-message-downplaying/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1&a=1&s=7
[3] https://www.wonkette.com/trump-lawyer-jenna-ellis-tells-raphael-warnock-its-heresy-to-say-its-nice-to-help-others
[2] https://twitter.com/JennaEllisEsq/status/1275215576684802049
[2] https://twitter.com/TIAreports/status/1379029749964636160
[2] https://twitter.com/thebradfordfile/status/1378130060159430657
[2] https://www.josh.org/the-work-after-jesus-saves/
[2] https://www.mediaite.com/politics/sen-raphael-warnock-deletes-easter-tweet-after-being-accused-of-heresy/
[2] https://skellmeyer.blogspot.com/2021/04/protestants-claim-scripture-is-heretical.html
[2] https://www.ajc.com/politics/politics-blog/the-jolt-gop-to-coke-keep-your-free-drinks/3R26IDPCLRESRJJGONQCNDZPME/

Top URLs in Tweet in G3:
[9] https://www.robmaness.com/2021/04/warnock-jabbers-about-easter-gets-schooled/
[3] https://www.thenewcivilrightsmovement.com/2021/04/ex-trump-attorney-attacks-dem-senator-as-a-heretic-and-msnbc-hosts-who-dont-even-pretend-to-be-christians/
[1] https://www.washingtonexaminer.com/opinion/editorials/raphael-warnock-anti-semite-farrakhan-disqualifying-senate
[1] https://twitter.com/2sly4i2/status/1379089417344856065
[1] https://www.mediaite.com/politics/sen-raphael-warnock-deletes-easter-tweet-after-being-accused-of-heresy/
[1] https://twitter.com/cate63799787/status/1378931946634416130
[1] https://www.dailywire.com/news/georgia-county-that-voted-for-biden-to-lose-100-million-over-mlb-relocating-game-after-biden-remarks-report
[1] https://www.foxnews.com/politics/warnock-deletes-easter-tweet-amid-backlash

Top URLs in Tweet in G4:
[196] https://newschannel9.com/news/local/us-senators-jon-ossoff-rev-raphael-warnock-announce-over-143-million-in-funding
[63] https://www.dailywire.com/news/raphael-warnock-is-not-a-christian
[47] https://www.thenewcivilrightsmovement.com/2021/04/ex-trump-attorney-attacks-dem-senator-as-a-heretic-and-msnbc-hosts-who-dont-even-pretend-to-be-christians/
[37] https://secure.actblue.com/donate/warnockforgeorgia
[24] https://www.nytimes.com/2021/03/31/podcasts/the-daily/raphael-warnock-georgia-voting-rights.html
[23] https://www.politico.com/news/2021/03/28/warnock-georgia-voting-rights-478258
[22] https://twitter.com/jake_best_/status/1378047278716424193
[20] https://twitter.com/P95David/status/1379141335714684929
[17] https://www.ajc.com/news/investigations/warnock-johnson-seek-investigation-of-georgias-nursing-home-death-data/C6AYC3DFGJENZE6LTA3T4OCVEE/?outputType=amp
[13] https://www.walb.com/2021/04/01/sen-raphael-warnock-tours-ga-farms/

Top URLs in Tweet in G5:
[48] https://www.rawstory.com/jenna-ellis-2651368184/
[24] https://www.politicususa.com/2021/04/05/watch-joy-reid-blasts-joe-manchin-for-thinking-hes-in-control-of-the-snate.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=watch-joy-reid-blasts-joe-manchin-for-thinking-hes-in-control-of-the-snate
[4] https://twitter.com/jennaellisesq/status/1378911483464048646
[3] https://newschannel9.com/news/local/us-senators-jon-ossoff-rev-raphael-warnock-announce-over-143-million-in-funding
[2] https://www.politicususa.com/2021/04/01/jim-clyburn-joe-manchin-voting-rights.html
[2] https://www.politicususa.com/2021/03/26/raphael-warnock-rachel-maddowp.html
[1] https://www.ajc.com/news/investigations/warnock-johnson-seek-investigation-of-georgias-nursing-home-death-data/C6AYC3DFGJENZE6LTA3T4OCVEE/?utm_campaign=snd-autopilot
[1] https://www.ajc.com/politics/politics-blog/the-jolt-gop-to-coke-keep-your-free-drinks/3R26IDPCLRESRJJGONQCNDZPME/
[1] https://twitter.com/ReverendWarnock/status/1379078370558812167

Top URLs in Tweet in G6:
[69] https://www.foxnews.com/politics/warnock-deletes-easter-tweet-amid-backlash
[19] https://www.christianpost.com/news/rev-warnock-claims-people-can-save-themselves-in-easter-tweet.html
[18] https://www.washingtonpost.com/religion/2021/04/05/raphael-warnock-deletes-tweet-easter-resurrection-jeremiah-wright/
[16] https://redstate.com/nick-arama/2021/04/05/raphael-warnock-reinterprets-the-meaning-of-easter-you-know-it-didnt-go-well-when-he-had-to-delete-it-n355465
[10] https://www.theblaze.com/news/warnock-easter-salvation-heresy-twitter
[9] https://apple.news/AYCq-YctuTx-lW_c33zXspw
[8] https://www.dailywire.com/news/warnock-meaning-of-easter-transcends-resurrection-of-christ-people-can-save-themselves-with-good-works
[8] https://www.wonkette.com/trump-lawyer-jenna-ellis-tells-raphael-warnock-its-heresy-to-say-its-nice-to-help-others
[8] https://dailycaller.com/2021/04/06/doug-collins-stacey-abrams-raphael-warnock-mlb-owe-georgia-apology/
[7] https://townhall.com/tipsheet/leahbarkoukis/2021/04/05/warnock-deletes-easter-tweet-n2587389

Top URLs in Tweet in G7:
[13] https://twitchy.com/gregp-3534/2021/04/04/this-is-a-heresy-sen-raphael-warnock-a-reverend-reinterprets-the-meaning-of-easter/
[9] https://pjmedia.com/news-and-politics/stacey-lennox/2021/04/04/do-stacey-abrams-and-raphael-warnock-really-care-about-georgians-you-have-to-wonder-n1437267
[8] https://townhall.com/tipsheet/leahbarkoukis/2021/04/05/warnock-deletes-easter-tweet-n2587389?utm_source=thdaily&utm_medium=email&utm_campaign=nl&newsletterad=04/05/2021&bcid=9d7d8fe1db1a2fb40e1250fec29a9d7d&recip=20314017
[5] https://pjmedia.com/news-and-politics/tyler-o-neil/2021/04/05/the-right-rev-sen-warnock-preaches-damnable-heresy-on-easter-n1437389
[4] https://www.foxnews.com/politics/warnock-deletes-easter-tweet-amid-backlash
[4] https://www.mrctv.org/blog/reverend-sen-warnock-lights-twitter-heretical-socialist-take-easter-sunday#.YGvQH2sbfB0.twitter
[2] https://redstate.com/nick-arama/2021/04/05/raphael-warnock-reinterprets-the-meaning-of-easter-you-know-it-didnt-go-well-when-he-had-to-delete-it-n355465
[2] https://www.theblaze.com/news/warnock-easter-salvation-heresy-twitter
[2] https://www.toddstarnes.com/faith/warnock-deletes-easter-tweet-after-heresy-backlash/?fbclid=IwAR1qzZKc55KTxfn8767hhiaRZcMgdCe9-24YjUbhI4WDQLrxFxt4f9Y40I0
[2] https://twitter.com/wsbtv/status/1378445488052133896

Top URLs in Tweet in G8:
[73] https://nikemawilliams.house.gov/media/press-releases/reps-williams-clyburn-and-sens-warnock-gillibrand-reintroduce-voter
[62] https://www.ajc.com/news/investigations/warnock-johnson-seek-investigation-of-georgias-nursing-home-death-data/C6AYC3DFGJENZE6LTA3T4OCVEE/
[27] https://www.warnock.senate.gov/press-releases/medicaid-waiver-letter-senator-reverend-warnock-and-georgia-delegation-letter-to-secretary-xavier-becerra/
[24] https://secure.actblue.com/donate/ab2021
[24] https://twitter.com/JakeLobin/status/1367999036553330690
[22] https://www.ajc.com/politics/politics-blog/the-jolt-gop-to-coke-keep-your-free-drinks/3R26IDPCLRESRJJGONQCNDZPME/
[19] https://trib.al/5hFJCe4
[18] https://dearmrputin.substack.com/p/boycotts-handicapping-georgia-democrats
[12] https://trib.al/4DsGcFx
[10] https://trib.al/w3safb6

Top URLs in Tweet in G9:
[34] https://twitter.com/mccormackjohn/status/1379488515331915786
[9] https://www.theblaze.com/news/msnbcs-joy-reid-defends-leftist-theology-of-sen-rafael-warnock-who-said-easter-is-more-transcendent-than-the-resurrection-of-jesus-christ
[7] https://www.dailywire.com/news/raphael-warnock-is-not-a-christian
[3] https://pjmedia.com/news-and-politics/stacey-lennox/2021/04/04/do-stacey-abrams-and-raphael-warnock-really-care-about-georgians-you-have-to-wonder-n1437267
[2] https://www.foxnews.com/politics/warnock-deletes-easter-tweet-amid-backlash
[2] https://www.foxnews.com/politics/warnock-declines-to-oppose-georgia-boycotts-over-new-election-law
[2] https://twitter.com/pverbeeck2/status/1379053690598924289
[2] https://www.thenewcivilrightsmovement.com/2021/04/ex-trump-attorney-attacks-dem-senator-as-a-heretic-and-msnbc-hosts-who-dont-even-pretend-to-be-christians/
[1] https://twitter.com/charliekulyrwah/status/1379236900276379649
[1] http://trib.al/6Ufxj9W

Top URLs in Tweet in G10:
[50] http://www.vox.com/21551855/georgia-ossoff-perdue-loeffler-warnock-runoff-election-2020-results
[5] https://twitter.com/SenatorWarnock/status/1379870103873933312
[4] https://newschannel9.com/news/local/us-senators-jon-ossoff-rev-raphael-warnock-announce-over-143-million-in-funding
[1] https://twitter.com/reverendwarnock/status/1379546959904579587
[1] https://www.ajc.com/politics/politics-blog/the-jolt-gop-to-coke-keep-your-free-drinks/3R26IDPCLRESRJJGONQCNDZPME/
[1] https://twitter.com/ReverendWarnock/status/1379425658976104453
[1] https://www.politicususa.com/2021/04/05/watch-joy-reid-blasts-joe-manchin-for-thinking-hes-in-control-of-the-snate.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=watch-joy-reid-blasts-joe-manchin-for-thinking-hes-in-control-of-the-snate
[1] https://www.ajc.com/news/investigations/warnock-johnson-seek-investigation-of-georgias-nursing-home-death-data/C6AYC3DFGJENZE6LTA3T4OCVEE/?utm_campaign=snd-autopilot

Top Domains
Top Domains in Tweet in Entire Graph:
[882] twitter.com
[298] dailywire.com
[236] americasvoice.news
[223] foxnews.com
[216] newschannel9.com
[196] dailycaller.com
[171] washingtonpost.com
[165] toddstarnes.com
[144] vox.com
[140] newsmax.com

Top Domains in Tweet in G1:
[234] americasvoice.news
[76] dailywire.com
[67] twitter.com
[39] washingtontimes.com
[33] mediaite.com
[22] thenewcivilrightsmovement.com
[19] foxnews.com
[17] toddstarnes.com
[13] newsmax.com
[12] washingtonpost.com

Top Domains in Tweet in G2:
[68] twitter.com
[4] shareaholic.com
[3] ajc.com
[3] wonkette.com
[2] josh.org
[2] mediaite.com
[2] blogspot.com
[2] lawandcrime.com
[2] politico.com
[1] wikipedia.org

Top Domains in Tweet in G3:
[9] robmaness.com
[3] thenewcivilrightsmovement.com
[2] twitter.com
[1] washingtonexaminer.com
[1] mediaite.com
[1] dailywire.com
[1] foxnews.com

Top Domains in Tweet in G4:
[196] newschannel9.com
[85] dailywire.com
[66] twitter.com
[49] actblue.com
[47] thenewcivilrightsmovement.com
[27] nytimes.com
[23] politico.com
[17] ajc.com
[13] walb.com
[13] theblaze.com

Top Domains in Tweet in G5:
[48] rawstory.com
[28] politicususa.com
[5] twitter.com
[3] newschannel9.com
[2] ajc.com

Top Domains in Tweet in G6:
[137] twitter.com
[69] foxnews.com
[26] christianpost.com
[26] washingtonpost.com
[19] townhall.com
[17] redstate.com
[17] theblaze.com
[14] dailywire.com
[14] quorumcall.org
[13] pjmedia.com

Top Domains in Tweet in G7:
[14] pjmedia.com
[13] twitchy.com
[9] townhall.com
[4] foxnews.com
[4] mrctv.org
[3] twitter.com
[2] redstate.com
[2] theblaze.com
[2] washingtonpost.com
[2] toddstarnes.com

Top Domains in Tweet in G8:
[94] ajc.com
[77] twitter.com
[73] house.gov
[55] trib.al
[29] senate.gov
[25] actblue.com
[18] substack.com
[11] foxnews.com
[7] vox.com
[5] newschannel9.com

Top Domains in Tweet in G9:
[37] twitter.com
[9] theblaze.com
[7] dailywire.com
[4] foxnews.com
[3] pjmedia.com
[2] townhall.com
[2] robinspost.com
[2] thenewcivilrightsmovement.com
[1] trib.al
[1] washingtontimes.com

Top Domains in Tweet in G10:
[50] vox.com
[7] twitter.com
[4] newschannel9.com
[2] ajc.com
[1] politicususa.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[932] warnock
[822] ossoff
[800] mlb
[783] staceyabrams
[204] resist
[199] throwssatanintoapanic
[199] stuffweshouldcancel
[199] 60minutes
[199] covidiots
[185] justthetruth



Top Hashtags in Tweet in G1:
[181] justthetruth
[10] foxnews
[7] warnock
[5] 1a
[3] ossoff
[3] staceyabrams
[3] mlb
[2] mccainrepublican
[2] gospel
[1] warlockwarnock

Top Hashtags in Tweet in G2:
[194] throwssatanintoapanic
[194] stuffweshouldcancel
[194] resist
[194] 60minutes
[194] covidiots
[84] easter
[7] freshvoicesrise
[7] demvoice1
[5] mlballstargame
[4] warnock

Top Hashtags in Tweet in G3:
[9] warnock
[1] foxnews

Top Hashtags in Tweet in G4:
[57] demvoice1
[54] freshvoicesrise
[34] gapol
[32] onev1
[28] gasen
[26] georgia
[22] georgians
[22] register
[13] easter
[10] warnock

Top Hashtags in Tweet in G5:
[727] mlb
[726] warnock
[726] ossoff
[726] staceyabrams
[3] easter
[2] jimclyburn
[2] manchin
[2] mog
[1] rephastings
[1] throwssatanintoapanic

Top Hashtags in Tweet in G6:
[25] warnock
[24] foxnews
[17] watfordfc
[12] midwat
[11] smartnews
[11] georgia
[10] easter
[8] lockdown2021
[8] uksnow
[8] bestofbritish

Top Hashtags in Tweet in G7:
[3] foxnews

Top Hashtags in Tweet in G8:
[102] gapol
[73] voterempowermentact
[57] warnock
[27] ossoff
[24] hassan
[16] smartdissent
[14] staceyabrams
[10] mlb
[7] easter
[5] boycottmlb

Top Hashtags in Tweet in G9:
[2] news
[1] falsepastors
[1] foxnews
[1] worldnews
[1] politics

Top Hashtags in Tweet in G10:
[19] warnock
[19] ossoff
[19] staceyabrams
[19] mlb
[6] easter

Top Words
Top Words in Tweet in Entire Graph:
[16981] warnock
[7306] georgia
[4827] reverend
[3445] biden
[3035] won
[2898] easter
[2894] legitimately
[2849] tweet
[2717] trump
[2506] over

Top Words in Tweet in G1:
[4434] warnock
[1930] trump
[1706] christians
[1477] heretic
[1476] worship
[1377] truth
[1304] deleted
[1209] over
[1195] tweet
[1112] reverend

Top Words in Tweet in G2:
[1547] warnock
[1179] reverend
[488] millions
[451] jennaellisesq
[447] see
[389] easter
[389] president
[378] jenna
[348] going
[326] first

Top Words in Tweet in G3:
[2475] georgia
[2474] won
[2474] legitimately
[1361] warnock
[1243] biden
[1238] law
[1237] osoff
[1237] dems
[1237] worried
[56] trump

Top Words in Tweet in G4:
[795] warnock
[501] reverendwarnock
[390] georgia
[262] people
[226] more
[207] help
[195] ll
[184] rescue
[180] american
[179] plan

Top Words in Tweet in G5:
[1484] georgia
[737] sen
[737] voter
[733] suppression
[733] abrams
[731] kemp
[729] over
[729] bill
[728] make
[728] very

Top Words in Tweet in G6:
[882] warnock
[346] easter
[248] tweet
[230] raphael
[139] deletes
[105] sen
[98] save
[94] jesus
[92] georgia
[91] resurrection

Top Words in Tweet in G7:
[1522] reverend
[1022] warnock
[729] biden
[690] jill
[689] doctor
[90] word
[89] georgia
[88] delete
[78] false
[72] won

Top Words in Tweet in G8:
[560] warnock
[249] georgia
[227] senatorwarnock
[137] ossoff
[132] easter
[127] more
[102] #gapol
[101] vote
[98] senator
[98] protect

Top Words in Tweet in G9:
[1486] georgia
[930] warnock
[756] biden
[694] abrams
[688] mlb
[687] ossof
[686] people
[686] atlanta
[685] harris
[684] blame

Top Words in Tweet in G10:
[644] voter
[410] warnock
[349] jim
[318] bill
[301] voters
[300] house
[300] ballot
[299] majority
[299] whip
[299] clyburn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2906] won,georgia
[2894] georgia,legitimately
[2706] reverend,warnock
[1856] raphael,warnock
[1487] warnock,won
[1459] biden,won
[1457] osoff,warnock
[1447] legitimately,osoff
[1447] legitimately,dems
[1447] dems,worried

Top Word Pairs in Tweet in G1:
[839] warnock,deleted
[738] trying,hard
[737] lol,twitter
[737] twitter,trying
[737] hard,troll
[737] troll,over
[737] over,saying
[737] saying,christians
[737] christians,worship
[737] worship,trump

Top Word Pairs in Tweet in G2:
[770] reverend,warnock
[320] first,lady
[250] jennaellisesq,reverend
[244] warnock,never
[244] never,duped
[244] duped,millions
[244] millions,voters
[244] voters,thinking
[244] thinking,hail
[244] hail,mary

Top Word Pairs in Tweet in G3:
[2474] won,georgia
[2474] georgia,legitimately
[1237] biden,won
[1237] legitimately,osoff
[1237] osoff,warnock
[1237] warnock,won
[1237] legitimately,dems
[1237] dems,worried
[1237] worried,law
[27] lol,twitter

Top Word Pairs in Tweet in G4:
[179] american,rescue
[179] rescue,plan
[172] community,health
[172] health,centers
[172] centers,provide
[172] provide,critical
[172] critical,treatment
[172] treatment,georgia
[172] georgia,vulnerable
[172] vulnerable,communities

Top Word Pairs in Tweet in G5:
[733] voter,suppression
[727] make,very
[727] very,clear
[726] let's,make
[726] clear,sen
[726] sen,#warnock
[726] #warnock,#ossoff
[726] #ossoff,#staceyabrams
[726] #staceyabrams,called
[726] called,boycott

Top Word Pairs in Tweet in G6:
[221] raphael,warnock
[141] easter,tweet
[126] warnock,deletes
[99] deletes,easter
[70] tweet,amid
[67] neil,warnock
[67] amid,backlash
[62] meaning,easter
[49] sen,raphael
[41] save,themselves

Top Word Pairs in Tweet in G7:
[793] reverend,warnock
[704] warnock,reverend
[689] reverend,jill
[689] jill,biden
[689] biden,doctor
[72] won,georgia
[72] georgia,legitimately
[70] hey,fake
[70] fake,reverend
[70] warnock,delete

Top Word Pairs in Tweet in G8:
[75] access,ballot
[75] read,full
[75] full,statement
[73] zip,code
[73] code,determine
[73] determine,free
[73] free,fair
[73] fair,access
[73] ballot,introducing
[73] introducing,#voterempowermentact

Top Word Pairs in Tweet in G9:
[687] ossof,warnock
[685] biden,harris
[685] harris,ossof
[685] warnock,abrams
[684] people,georgia
[684] georgia,blame
[684] blame,biden
[684] abrams,mlb
[684] mlb,thumbing
[684] thumbing,nose

Top Word Pairs in Tweet in G10:
[299] house,majority
[299] majority,whip
[299] whip,jim
[299] jim,clyburn
[299] clyburn,williams
[299] williams,warnock
[299] warnock,gillibrand
[299] gillibrand,introduce
[299] introduce,bicameral
[299] bicameral,voter

Top Replied-To
Top Replied-To in Entire Graph:
@jennaellisesq
@joyannreid
@reverendwarnock
@senatorwarnock
@mehdirhasan
@bluestein
@morning_joe
@4a_of
@calebparke
@codytfenwick

Top Replied-To in G1:
@jennaellisesq
@joyannreid
@pastordscott
@bookkeepplus
@colorcodedlife
@bravefinley
@marklewis550100
@leesouthwell96
@rosalynannk
@elizabe91393425

Top Replied-To in G2:
@jennaellisesq
@mehdirhasan
@jakelobin
@codytfenwick
@vabvox
@katsimkhovitch
@maxkennerly
@joyannreid
@mmpadellan
@tedcruz

Top Replied-To in G3:
@danielturnerptf

Top Replied-To in G4:
@reverendwarnock
@joyannreid
@jennaellisesq
@jackposobiec
@clyde2241
@amandag00679924
@willchamberlain
@mzhemingway
@conroyhodgy
@kylegriffin1

Top Replied-To in G5:
@d_jeneration
@jennaellisesq
@drjasonjohnson
@teapainusa
@deetwocents
@tiffanydcross
@queerbengali
@marcorubio

Top Replied-To in G6:
@pastorrandell

Top Replied-To in G7:
@therealmka20
@45_ft20
@randall1121
@realmattcouch

Top Replied-To in G8:
@senatorwarnock
@morning_joe
@bluestein
@chrislhayes
@joenbc
@repdougcollins
@ewerickson
@bobbrigham
@kevmads
@cbs46

Top Replied-To in G9:
@jasoninthehouse
@twifan_nana
@jewtastic
@timefor2021
@guypbenson
@chuckwoolery
@greatergeorgia

Top Replied-To in G10:
@chrislongview
@jennaellisesq
@jturnergarcia
@rsggrn
@moonbeamemperor

Top Mentioned
Top Mentioned in Entire Graph:
@reverendwarnock
@joyannreid
@scoontv
@mehdirhasan
@ericmetaxas
@senatorwarnock
@pastordscott
@realamvoice
@jennaellisesq
@mehdihasan

Top Mentioned in G1:
@joyannreid
@reverendwarnock
@mehdirhasan
@ericmetaxas
@pastordscott
@realamvoice
@mehdihasan
@jennaellisesq
@washtimes
@scoontv

Top Mentioned in G2:
@mehdirhasan
@jennaellisesq
@codytfenwick
@djrodgers1231
@urocklive1
@jakelobin
@nberlat
@reverendwarnock
@ericboehlert
@stacielee1970

Top Mentioned in G3:
@robmaness
@reverendwarnock
@joyannreid
@mehdirhasan

Top Mentioned in G4:
@reverendwarnock
@ossoff
@warnock
@joyannreid
@jackposobiec
@tmiwitw
@mehdirhasan
@toddstarnes
@senatorwarnock
@debramessing

Top Mentioned in G5:
@politicususa
@govrondesantis
@amoneyresists
@aishastaggers
@tiffanydcross
@elienyc
@midwincharles
@drjasonjohnson
@charlesnotrumps
@mlb

Top Mentioned in G6:
@metrovoice

Top Mentioned in G7:
@joyannreid
@reverendwarnock
@realmattcouch
@mehdirhasan
@matosortho
@emmy12700
@realarmandklein

Top Mentioned in G8:
@senatorwarnock
@whipclyburn
@gillibrandny
@govkemp
@collinsforga
@rephankjohnson
@mlb
@staceyabrams
@gop
@becketadams

Top Mentioned in G9:
@joyannreid
@reverendwarnock
@guypbenson
@mehdirhasan
@allstargame
@buffyinnyc
@yeshuamymessiah
@scoontv

Top Mentioned in G10:
@jrubinblogger
@jennaellisesq
@cptnwtrpnts

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@juanmuriangoski
@mrdjones
@americanair
@oldlady12345
@rashidaldosari
@sportsbookbtc
@dichristine
@robinsnewswire
@chris_1791

Top Tweeters in G1:
@languillem
@jjauthor
@kenkircher1
@cipherequality
@mooncindylu
@mjgranger1
@dhinakaranrajan
@nwokolo_leo
@franceafrik
@rolandsmartin

Top Tweeters in G2:
@ez4u2say_janis
@sddphoto
@paxnostrum
@cindy_52s
@justwhatnowwhy
@sar_oso
@fieryreddragon
@prime_bee
@jcmarbury
@groovy_ky

Top Tweeters in G3:
@morgandavii
@starcoreone02
@tres444
@wildangel6
@donadeedooda
@raghuaiyar
@smokeydogg777
@grammy620
@joselisa17
@raynengrace

Top Tweeters in G4:
@oldlady12345
@solutioneer72
@7b73f39b85e1415
@manmet80
@israelnewslinks
@stockguy61
@dgendvil
@kak089
@bellesapepper37
@jjj5819

Top Tweeters in G5:
@missb62
@padakitty
@marthalynneowe1
@mog7546
@riskyliberal
@cotey_mary
@maryalicebisho2
@lllwry
@jrbkjrbk
@briangrnotabot

Top Tweeters in G6:
@sportsbookbtc
@britpoptarts
@hagiwararyu11
@jimpolk
@18akgoyal
@notcomey
@queensicez
@firetrench
@isearch247
@starrick1

Top Tweeters in G7:
@mscontrariansci
@k1erry
@browngravy_93
@realmattcouch
@abbavitch
@01splcheck
@tedcornwell
@leasavoy
@andyblandina
@briankirkland5

Top Tweeters in G8:
@delta
@debilu2
@thehill
@missnisha6849
@theresamax
@kstreet111
@leehillerlondon
@fl85
@billieo2
@roripierpont1

Top Tweeters in G9:
@robinsnewswire
@patriotmarie
@sweetfreedom29
@simplify77
@dianachic1
@jimboazil
@sampleatl
@susaninlaguna
@grizzlyjoeshow
@eclectelectric

Top Tweeters in G10:
@wildwillow65
@lisakbromley
@amyayers16
@linda1746
@sylviaz1913
@bethsinniresist
@jocowboys87
@arriadna
@auntsophie1
@beckyrae12345


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