Propublica, Twitter, 3/26/2021 1:37:20 PM, 251340


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Propublica_2021-03-26_05-35-12.xlsx
Propublica_2021-03-26_05-35-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 26, 2021
Short Description:
Propublica via NodeXL https://bit.ly/3d1ElCY
@propublica
@mizanur_tx
@joleneswisher2
@peterjhasson
@cowboyincognito
@texastribune
@cbsnews
@politico
@sethabramson
@kelly2277

Top hashtags:
#gop
#maga
#covid19
#coal
#mobrooks
#democracy
#txlege
#texas
#climatecrisis

Description:
Description
The graph represents a network of 6,945 Twitter users whose tweets in the requested range contained "Propublica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 March 2021 at 12:49 UTC.

The requested start date was Friday, 26 March 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 20-hour, 6-minute period from Tuesday, 23 March 2021 at 03:53 UTC to Thursday, 25 March 2021 at 23:59 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 : 6945
Unique Edges : 5893
Edges With Duplicates : 13947
Total Edges : 19840
Number of Edge Types : 5
Retweet : 5658
MentionsInRetweet : 8841
Mentions : 3582
Replies to : 1013
Tweet : 746
Self-Loops : 766
Reciprocated Vertex Pair Ratio : 0.00924499229583975
Reciprocated Edge Ratio : 0.0183206106870229
Connected Components : 576
Single-Vertex Connected Components : 365
Maximum Vertices in a Connected Component : 5817
Maximum Edges in a Connected Component : 18362
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.78436
Graph Density : 0.000230891666915495
Modularity : 0.456189
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 6,945 Twitter users whose tweets in the requested range contained "Propublica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 March 2021 at 12:49 UTC.

The requested start date was Friday, 26 March 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 20-hour, 6-minute period from Tuesday, 23 March 2021 at 03:53 UTC to Thursday, 25 March 2021 at 23:59 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 : GraphServerTwitterSearch
Graph Term : Propublica
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:
[473] https://www.propublica.org/article/fact-checking-feinstein-on-the-assault-weapons-ban
[88] https://www.propublica.org/article/national-debt-trump
[80] https://www.propublica.org/article/how-a-federal-agency-excluded-thousands-of-viable-businesses-from-pandemic-relief
[76] https://www.propublica.org/article/coal-ash-georgia-power
[52] https://www.propublica.org/article/mo-brooks-compared-bidens-election-to-the-start-of-the-civil-war-now-he-wants-a-senate-seat
[45] https://trib.al/A0BleeS
[39] https://www.propublica.org/article/post-katrina-white-vigilantes-shot-african-americans-with-impunity
[24] https://trib.al/HXfvhpS
[21] https://www.propublica.org/article/2021-article-page-redesign
[19] https://www.propublica.org/article/are-california-oil-companies-complying-with-the-law-even-regulators-often-dont-know

Top URLs in Tweet in G1:
[37] https://trib.al/A0BleeS
[27] https://www.propublica.org/article/how-a-federal-agency-excluded-thousands-of-viable-businesses-from-pandemic-relief
[22] https://trib.al/HXfvhpS
[12] https://trib.al/VWpGVKB
[9] https://trib.al/AvbD0Mv
[9] https://www.propublica.org/article/mo-brooks-compared-bidens-election-to-the-start-of-the-civil-war-now-he-wants-a-senate-seat
[7] https://www.propublica.org/atpropublica/propublica-selects-three-new-partners-for-local-reporting-network
[5] https://www.propublica.org/article/how-to-file-your-state-and-federal-taxes-for-free-in-2021
[5] https://www.propublica.org/article/2021-article-page-redesign
[4] https://www.propublica.org/article/coal-ash-georgia-power

Top URLs in Tweet in G2:
[3] https://www.propublica.org/article/2021-article-page-redesign
[2] https://www.texastribune.org/2021/03/25/texas-ken-paxton-trump-insurrection/?utm_campaign=trib-social&utm_content=1616678645&utm_medium=social&utm_source=twitter
[2] https://www.houstonchronicle.com/politics/texas/article/Texas-AG-Ken-Paxton-refuses-to-release-texts-16051378.php
[2] https://jaworskifortexas.com/
[1] https://www.houstonchronicle.com/politics/texas/article/Texas-AG-Ken-Paxton-refuses-to-release-texts-16051378.php?utm_campaign=socialflow&utm_medium=referral&utm_source=twitter.com
[1] https://www.expressnews.com/news/local/article/Texas-AG-Ken-Paxton-refuses-to-release-texts-16051380.php?utm_source=twitter.com&utm_medium=social
[1] https://twitter.com/i/web/status/1375104900682690563
[1] https://www.statesman.com/story/news/2021/03/25/texas-ag-ken-paxton-refuses-release-messages-emails-texts-trump-rally-capitol-riot/6989141002?utm_source=SND&utm_medium=Twitter&utm_campaign=statesman
[1] https://twitter.com/i/web/status/1375044277093470215
[1] https://twitter.com/i/web/status/1375043904974753796

Top URLs in Tweet in G3:
[2] https://trib.al/A0BleeS
[1] https://www.houstonchronicle.com/politics/texas/article/Texas-AG-Ken-Paxton-refuses-to-release-texts-16051378.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[1] https://www.propublica.org/article/how-a-federal-agency-excluded-thousands-of-viable-businesses-from-pandemic-relief
[1] https://trib.al/HXfvhpS

Top URLs in Tweet in G4:
[440] https://www.propublica.org/article/fact-checking-feinstein-on-the-assault-weapons-ban

Top URLs in Tweet in G5:
[32] https://www.propublica.org/article/coal-ash-georgia-power
[26] https://www.propublica.org/article/how-a-federal-agency-excluded-thousands-of-viable-businesses-from-pandemic-relief
[25] https://www.propublica.org/article/mo-brooks-compared-bidens-election-to-the-start-of-the-civil-war-now-he-wants-a-senate-seat
[15] https://twitter.com/propublica/status/1374915240928890881
[13] https://www.propublica.org/article/fact-checking-feinstein-on-the-assault-weapons-ban
[12] https://www.propublica.org/article/2021-article-page-redesign
[9] https://twitter.com/propublica/status/1374234440927481858
[8] https://www.propublica.org/article/are-california-oil-companies-complying-with-the-law-even-regulators-often-dont-know
[7] https://twitter.com/propublica/status/1375052822698418176
[6] https://twitter.com/propublica/status/1374993792277876737

Top URLs in Tweet in G6:
[11] https://www.propublica.org/article/national-debt-trump
[8] https://www.propublica.org/article/fact-checking-feinstein-on-the-assault-weapons-ban
[2] https://twitter.com/brokersong/status/1285398940268081152?s=20
[2] https://twitter.com/propublica/status/1374048488435093512
[1] https://twitter.com/i/web/status/1358569017070428161
[1] https://twitter.com/i/web/status/1375197763823153165
[1] https://twitter.com/i/web/status/1374723833698091009
[1] https://twitter.com/i/web/status/1374500075552919555
[1] https://twitter.com/i/web/status/1374555692128944128
[1] https://twitter.com/i/web/status/1374572581941051394

Top URLs in Tweet in G7:
[6] https://projects.propublica.org/coronavirus/bailouts/
[5] https://www.propublica.org/article/irs-sorry-but-its-just-easier-and-cheaper-to-audit-the-poor
[4] https://twitter.com/propublica/status/1357205128013635584?s=19
[3] https://www.propublica.org/article/contractor-masks-guilty-plea
[3] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business
[2] https://twitter.com/propublica/status/1357205128013635584?s=20
[2] https://twitter.com/propublica/status/1373996915197612033
[2] https://www.propublica.org/article/are-california-oil-companies-complying-with-the-law-even-regulators-often-dont-know
[1] https://projects.propublica.org/parler-capitol-videos/
[1] https://twitter.com/i/web/status/1375178671758012416

Top URLs in Tweet in G8:
[17] https://www.propublica.org/article/how-a-federal-agency-excluded-thousands-of-viable-businesses-from-pandemic-relief
[16] https://www.propublica.org/article/coal-ash-georgia-power
[5] https://www.propublica.org/atpropublica/propublica-selects-three-new-partners-for-local-reporting-network
[4] https://www.propublica.org/article/meet-propublicas-2021-diversity-scholarship-recipients
[4] https://www.propublica.org/article/are-california-oil-companies-complying-with-the-law-even-regulators-often-dont-know
[3] https://www.propublica.org/article/where-is-my-tax-refund-1
[2] https://www.georgiahealthnews.com/2021/03/coal-plant-door/
[2] https://www.propublica.org/article/after-hundreds-of-meatpacking-workers-died-from-covid-19-congress-wants-answers?utm_source=sailthru&utm_medium=email&utm_campaign=dailynewsletter&utm_content=feature
[1] https://twitter.com/i/web/status/1374820870489841671
[1] https://www.propublica.org/article/a-power-companys-quiet-land-buying-spree-could-shield-it-from-coal-ash-cleanup-costs

Top URLs in Tweet in G9:
[2] https://flux.community/propublica/isaac-arnsdorf/2021/03/far-right-gop-rep-mo-brooks-helped-instigate-capitol-violence-now
[1] https://sethabramson.substack.com/p/the-five-must-see-insurrection-videos
[1] https://projects.propublica.org/represent/members/M001183/votes-against-party/117

Top URLs in Tweet in G10:
[2] https://www.propublica.org/article/trumpcare-does-not-exist-nevertheless-facebook-and-google-cash-in-on-misleading-ads-for-garbage-health-insurance
[2] https://twitter.com/adrjeffries/status/1375132816489521154
[1] https://twitter.com/i/web/status/1374928507516690434
[1] https://twitter.com/i/web/status/1375149626500771840
[1] https://twitter.com/i/web/status/1375137895430774786
[1] https://twitter.com/i/web/status/1374944741226381322
[1] https://twitter.com/i/web/status/1374944152228610049
[1] https://twitter.com/i/web/status/1374851122880339971
[1] https://projects.propublica.org/represent/lobbying/r/300965203
[1] https://twitter.com/i/web/status/1374049811201163264

Top Domains
Top Domains in Tweet in Entire Graph:
[1340] propublica.org
[689] twitter.com
[155] trib.al
[17] feedpress.com
[16] 92y.org
[9] propub.li
[7] houstonchronicle.com
[6] texastribune.org
[6] apple.news
[5] co.uk

Top Domains in Tweet in G1:
[151] twitter.com
[139] trib.al
[94] propublica.org
[8] propub.li
[2] houstonchronicle.com
[1] pbs.org
[1] miamiherald.com
[1] marinatimes.com
[1] match.com
[1] huffpost.com

Top Domains in Tweet in G2:
[88] twitter.com
[4] texastribune.org
[4] propublica.org
[3] houstonchronicle.com
[2] jaworskifortexas.com
[1] expressnews.com
[1] statesman.com
[1] votetexas.gov
[1] cullmantribune.com
[1] texasattorneygeneral.gov

Top Domains in Tweet in G3:
[3] trib.al
[1] houstonchronicle.com
[1] propublica.org

Top Domains in Tweet in G4:
[440] propublica.org

Top Domains in Tweet in G5:
[254] propublica.org
[163] twitter.com
[15] feedpress.com
[5] apple.news
[5] nypost.com
[4] fastcompany.com
[4] justthenews.com
[4] co.uk
[4] businessinsider.com
[4] vanityfair.com

Top Domains in Tweet in G6:
[34] twitter.com
[26] propublica.org
[1] texastribune.org
[1] thehill.com
[1] wikipedia.org

Top Domains in Tweet in G7:
[27] propublica.org
[10] twitter.com
[1] propub.li
[1] courthousenews.com
[1] npr.org
[1] elle.com
[1] forbes.com
[1] cnn.com
[1] nbcnews.com
[1] co.uk

Top Domains in Tweet in G8:
[58] propublica.org
[6] twitter.com
[2] georgiahealthnews.com
[1] wabe.org
[1] t.ly
[1] desertsun.com

Top Domains in Tweet in G9:
[2] flux.community
[1] substack.com
[1] propublica.org

Top Domains in Tweet in G10:
[16] twitter.com
[4] propublica.org
[1] cloudfront.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[28] gop
[28] maga
[7] covid19
[7] coal
[6] mobrooks
[6] democracy
[5] txlege
[5] texas
[5] climatecrisis
[5] corruption



Top Hashtags in Tweet in G1:
[3] mrlive
[3] patrickplaisance
[2] lupus
[2] povjournalism21
[2] joemanchin
[2] americanrescueplan
[2] tyson
[2] fakenews
[2] climatecult
[1] followthemoney

Top Hashtags in Tweet in G2:
[3] txlege
[3] texas
[2] jaworskifortxag
[1] lockhimup
[1] kenpaxtontreason
[1] kenpaxtoncriminal
[1] whatispaxtonhiding
[1] kenpaxton
[1] tedcruzresign
[1] breakingnews

Top Hashtags in Tweet in G5:
[4] mobrooks
[4] alabama
[3] coal
[3] press
[3] feedly
[2] fossilfuels
[2] climateemergency
[2] climatecrisis
[2] actonclimate
[2] bankruptcy

Top Hashtags in Tweet in G6:
[26] gop
[26] maga
[3] gopq
[2] parler
[2] patriots
[2] whatisyouroath
[2] howmanyisenough
[1] economy
[1] deficit
[1] goplies

Top Hashtags in Tweet in G7:
[4] corruption
[3] fraud
[3] trump
[3] sherylknows
[2] knowyourseditionists

Top Hashtags in Tweet in G8:
[4] georgiapower
[3] coalash
[2] gapol
[1] environment
[1] propublica
[1] georgia
[1] coal
[1] drinkingwater

Top Hashtags in Tweet in G10:
[1] danielherendeen
[1] proudboys
[1] thread

Top Words
Top Words in Tweet in Entire Graph:
[4251] propublica
[998] one
[972] news
[946] texastribune
[770] stories
[769] chronicle
[769] important
[768] dallas
[768] morning
[768] houston

Top Words in Tweet in G1:
[2804] propublica
[396] coal
[366] america
[336] fired
[335] power
[304] plant
[247] people
[237] largest
[223] near
[187] water

Top Words in Tweet in G2:
[874] texastribune
[661] statesman
[643] propublica
[522] expressnews
[515] dallasnews
[487] houstonchron
[478] paxton's
[422] ken
[396] office
[347] texas

Top Words in Tweet in G3:
[695] news
[692] one
[691] those
[691] stories
[691] important
[691] enough
[691] houston
[691] chronicle
[691] dallas
[691] morning

Top Words in Tweet in G4:
[443] ban
[441] assault
[441] weapons
[438] peterjhasson
[437] regarding
[437] president
[437] biden
[437] called
[437] reinstate
[6] propublica

Top Words in Tweet in G5:
[104] propublica
[35] coal
[35] pandemic
[33] businesses
[33] thousands
[33] relief
[32] plant
[32] brooks
[32] election
[31] agency

Top Words in Tweet in G6:
[57] propublica
[38] ap
[32] foxnews
[29] nro
[29] abc
[29] npr
[28] ndn
[28] wsj
[28] nypost
[27] aarp

Top Words in Tweet in G7:
[111] michael
[110] see
[109] look
[109] videos
[109] spot
[109] prosecutor
[109] sherwin
[109] capitol
[109] insurrection
[108] kelly2277

Top Words in Tweet in G8:
[118] propublica
[90] coal
[88] maxblau
[64] near
[64] america
[64] plant
[62] showing
[62] water
[61] toxins
[61] drinking

Top Words in Tweet in G9:
[161] videos
[160] insurrection
[159] related
[159] january
[159] american
[159] see
[159] referring
[159] shocking
[158] sethabramson
[3] propublica

Top Words in Tweet in G10:
[132] evanchill
[112] sicknick
[95] brother
[62] propublica
[60] over
[59] point
[58] blood
[57] next
[57] 24
[57] hours

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[768] morning,news
[767] houston,chronicle
[766] dallas,morning
[749] san,antonio
[749] antonio,express
[743] news,san
[742] chronicle,dallas
[741] one,those
[740] those,stories
[740] stories,important

Top Word Pairs in Tweet in G1:
[236] largest,coal
[236] coal,fired
[234] america,largest
[194] power,plant
[193] fired,power
[191] near,america
[166] drinking,water
[165] plant,toxins
[165] toxins,showing
[165] showing,drinking

Top Word Pairs in Tweet in G2:
[419] propublica,statesman
[401] ken,paxton's
[325] houstonchron,dallasnews
[323] dallasnews,expressnews
[314] ag,ken
[313] texas,ag
[311] office,attempting
[301] paxton's,office
[287] expressnews,propublica
[242] texastribune,propublica

Top Word Pairs in Tweet in G3:
[691] one,those
[691] those,stories
[691] stories,important
[691] important,enough
[691] enough,houston
[691] houston,chronicle
[691] chronicle,dallas
[691] dallas,morning
[691] morning,news
[691] news,san

Top Word Pairs in Tweet in G4:
[441] assault,weapons
[441] weapons,ban
[437] regarding,assault
[437] ban,president
[437] president,biden
[437] biden,called
[437] called,reinstate
[436] peterjhasson,regarding
[4] fact,checking
[4] checking,feinstein

Top Word Pairs in Tweet in G5:
[31] pandemic,relief
[29] mo,brooks
[29] federal,agency
[29] agency,excluded
[29] excluded,thousands
[29] thousands,viable
[29] viable,businesses
[28] businesses,pandemic
[27] plant,next
[27] next,door

Top Word Pairs in Tweet in G6:
[28] nro,ndn
[28] wsj,nypost
[25] ndn,abc
[25] abc,ap
[25] ap,foxnews
[25] foxnews,wearesinclair
[25] wearesinclair,accountablegop
[25] accountablegop,propublica
[25] propublica,npr
[25] npr,wsj

Top Word Pairs in Tweet in G7:
[109] look,videos
[109] videos,see
[109] see,spot
[109] spot,prosecutor
[109] prosecutor,michael
[109] michael,sherwin
[109] sherwin,capitol
[109] capitol,insurrection
[108] kelly2277,look
[34] another,trump

Top Word Pairs in Tweet in G8:
[61] showing,drinking
[61] drinking,water
[60] near,america
[60] plant,toxins
[60] toxins,showing
[52] water,people
[52] people,fallen
[52] fallen,ill
[39] america,biggest
[39] biggest,coal

Top Word Pairs in Tweet in G9:
[159] videos,related
[159] related,january
[159] january,insurrection
[159] insurrection,american
[159] american,see
[159] see,referring
[159] referring,shocking
[158] sethabramson,videos
[2] dekufinalflash,violetreads
[2] violetreads,maddowblog

Top Word Pairs in Tweet in G10:
[57] point,over
[57] over,next
[57] next,24
[57] 24,hours
[57] hours,sicknick
[57] sicknick,condition
[57] condition,deteriorated
[57] deteriorated,put
[57] put,ventilator
[57] ventilator,treated

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@texastribune
@thebestnuala
@joe86753091
@statesman
@evanchill
@millie
@evanasmith
@sarahalvarezmi
@chloeklis

Top Replied-To in G1:
@propublica
@thebestnuala
@sarahalvarezmi
@chloeklis
@laurencedsault
@ladydownintexas
@sierra_298
@wendel_bob
@jamesmmiller2
@cande313

Top Replied-To in G2:
@texastribune
@joe86753091
@statesman
@millie
@evanasmith
@the_lodi_legend
@tomspettigue
@ericandlilc
@shannanantifa
@mocarlosr

Top Replied-To in G4:
@peterjhasson

Top Replied-To in G6:
@lulu82824
@propublica
@lispower1
@nro
@housegop
@gop
@philipaklein
@oscar27046200
@crewcrew
@facebook

Top Replied-To in G7:
@minggao26
@propublica
@barbarabarrigan
@seanspicer
@z_tarot
@aka12144
@timobrien
@bombshelldaily

Top Replied-To in G8:
@maxblau
@gingerthomp1
@laskyjoshua
@texastribune
@bjork_yorke
@lhwaldron

Top Replied-To in G9:
@dekufinalflash

Top Replied-To in G10:
@evanchill
@livelygames
@collydoodle
@celliottjones
@wleegal
@hagansena1
@alexmuddiman
@kylebiedermann
@koltenparker

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@texastribune
@mizanur_tx
@statesman
@expressnews
@dallasnews
@houstonchron
@peterjhasson
@frontlinepbs
@sethabramson

Top Mentioned in G1:
@propublica
@frontlinepbs
@sfpublicpress
@txtianmiller
@thebestnuala
@texastribune
@lydiadepillis
@sarahalvarezmi
@openvallejo
@loisbeckett

Top Mentioned in G2:
@texastribune
@propublica
@statesman
@expressnews
@dallasnews
@houstonchron
@txag
@evanasmith
@millie
@dallasnew

Top Mentioned in G3:
@mizanur_tx
@texastribune
@propublica

Top Mentioned in G4:
@peterjhasson
@btabcj

Top Mentioned in G5:
@beyond_climate

Top Mentioned in G6:
@propublica
@ap
@foxnews
@npr
@ndn
@abc
@wsj
@nypost
@aarp
@nro

Top Mentioned in G7:
@kelly2277
@bombshelldaily
@propublica
@minggao26
@mspacnwer
@blmohr
@loveon999
@gop
@colbypenadios
@texastribune

Top Mentioned in G8:
@propublica
@maxblau
@gahealthnews
@charlesornstein
@murphywoodhouse
@longform
@lhwaldron
@tomasm_rebecchi
@msignorile

Top Mentioned in G9:
@sethabramson
@violetreads
@maddowblog
@propublica
@durwoodg
@dekufinalflash
@mizanur_tx
@calliekhouri

Top Mentioned in G10:
@evanchill
@propublica
@kpolantz
@josephnsanberg
@dilloncollier
@kylebiedermann
@koltenparker
@celliottjones
@mizanur_tx
@jeremybmerrill

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@oldlady12345
@dichristine
@threadreaderapp
@monicasloves
@mattmurph24
@cagney1991
@1denmadrid
@littlebytesnews

Top Tweeters in G1:
@dichristine
@threadreaderapp
@littlebytesnews
@rjber15
@iwd12
@thereal_rebel
@_redfrog
@caligirlleftie
@mharvey816
@rxbun

Top Tweeters in G2:
@john1966olsen
@micjojd
@lorisums
@rolandsmartin
@sallyagale
@aworldoutofmind
@textiff
@on_bender
@barbiewithatude
@drwavesportcd1

Top Tweeters in G3:
@oldlady12345
@mattmurph24
@cagney1991
@kak089
@brontyman
@lisakbromley
@jrbkjrbk
@dovewoman1
@njdoc
@trumpwatchnews

Top Tweeters in G4:
@patriotmarie
@docwashburn
@gormogons
@peristerara
@troubleddays
@alettaha
@purpledalmation
@jtlol
@realmajordan
@reallogantrump

Top Tweeters in G5:
@monicasloves
@coopmike48
@foggybottomgal
@moreandagain
@allan_crawshaw
@mrkalman
@courageousgirl2
@mcclure111
@macbeestje
@pamelajanevp

Top Tweeters in G6:
@thehill
@reuters
@guardian
@el_pais
@dcexaminer
@summer7570
@reforma
@foxnews
@khou
@laurahennesse11

Top Tweeters in G7:
@mayirmamay14
@eykis
@awelab1956
@justwhatnowwhy
@sar_oso
@wellness4you13
@joekoffee
@sylviaz1913
@carrybeyond
@ydanasmithdutra

Top Tweeters in G8:
@missb62
@mjohnso27
@cheryl_marlin
@funnagan
@annfinster
@walkerdl
@nartist
@megresistor
@cptleto
@lindasn0228wi

Top Tweeters in G9:
@79topper
@iamforeverblue2
@sukifrench
@saukel
@smilenewa
@tony201713
@social_seer
@spennington33
@shawrls
@franksowa1

Top Tweeters in G10:
@billm9
@angelajeong
@lehimesa
@givemepie360
@katcapps
@morgfair
@jayoung1892
@ancientbob
@mayread3
@gadflyquebec


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