Propublica, Twitter, 11/23/2020 12:52:10 PM, 242080


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Propublica_2020-11-21_05-50-07.xlsx
Propublica_2020-11-21_05-50-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 23, 2020
Short Description:
Propublica via NodeXL https://bit.ly/3kXJUoa
@propublica
@jessicahuseman
@bgrueskin
@kylegriffin1
@alexkotch
@joyannreid
@msanchezmia
@thegreenand
@juddlegum
@charlesornstein

Top hashtags:
#frivolouslawsuits
#smartnews
#quasislavery
#covid_19
#disabilities
#wearamask

Description:
Description
The graph represents a network of 7,061 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 Saturday, 21 November 2020 at 14:01 UTC.

The requested start date was Friday, 20 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 1-day, 19-hour, 46-minute period from Wednesday, 18 November 2020 at 05:11 UTC to Friday, 20 November 2020 at 00:58 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 : 7061
Unique Edges : 3729
Edges With Duplicates : 12466
Total Edges : 16195
Number of Edge Types : 5
Retweet : 5864
MentionsInRetweet : 7651
Replies to : 433
Tweet : 1185
Mentions : 1062
Self-Loops : 1194
Reciprocated Vertex Pair Ratio : 0.00414603247725441
Reciprocated Edge Ratio : 0.00825782773253813
Connected Components : 865
Single-Vertex Connected Components : 642
Maximum Vertices in a Connected Component : 5653
Maximum Edges in a Connected Component : 14310
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.914908
Graph Density : 0.000174902398483791
Modularity : 0.478061
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,061 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 Saturday, 21 November 2020 at 14:01 UTC.

The requested start date was Friday, 20 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 1-day, 19-hour, 46-minute period from Wednesday, 18 November 2020 at 05:11 UTC to Friday, 20 November 2020 at 00:58 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:
[841] https://www.propublica.org/article/trump-campaign-officials-started-pressuring-georgias-secretary-of-state-long-before-the-election
[235] https://www.propublica.org/article/inside-the-lives-of-immigrant-teens-working-dangerous-night-shifts-in-suburban-factories
[104] https://www.propublica.org/article/the-trump-campaign-cant-find-a-judge-who-will-ignore-facts-but-its-trying
[52] https://www.propublica.org/article/rapid-testing-is-less-accurate-than-the-government-wants-to-admit
[48] https://www.propublica.org/article/junior-staffer-says-top-alaska-official-told-her-to-keep-allegations-of-misconduct-secret
[43] https://www.propublica.org/article/oceanfront-property-tied-to-obama-granted-exemption-from-hawaiis-environmental-laws
[32] https://www.propublica.org/article/trump-won-florida-after-running-a-false-ad-tying-biden-to-venezuelan-socialists
[25] https://twitter.com/propublica/status/1329009846725849090
[20] https://twitter.com/propublica/status/1329303601035022337
[19] https://www.propublica.org/article/the-enraging-deja-vu-of-a-third-coronavirus-wave

Top URLs in Tweet in G1:
[33] https://www.propublica.org/article/trump-campaign-officials-started-pressuring-georgias-secretary-of-state-long-before-the-election
[11] https://www.propublica.org/article/inside-the-lives-of-immigrant-teens-working-dangerous-night-shifts-in-suburban-factories
[5] https://www.propublica.org/article/junior-staffer-says-top-alaska-official-told-her-to-keep-allegations-of-misconduct-secret
[3] https://twitter.com/propublica/status/1329009846725849090
[3] https://twitter.com/propublica/status/1329337555473592321
[2] https://www.fastcoexist.com/3051326/the-average-american-worker-earns-less-today-than-40-years-ago
[2] https://www.propublica.org/article/house-subcommittee-says-proposed-booster-seat-safety-rules-fall-short
[2] https://twitter.com/XconsequencesTI/status/1329318442617323520
[2] https://twitter.com/propublica/status/1329109334714953733
[2] https://twitter.com/LocalNewsIni/status/1329117682847899650

Top URLs in Tweet in G2:
[86] https://www.propublica.org/article/trump-campaign-officials-started-pressuring-georgias-secretary-of-state-long-before-the-election
[3] https://www.propublica.org/article/inside-the-lives-of-immigrant-teens-working-dangerous-night-shifts-in-suburban-factories
[2] https://twitter.com/karl_jones/status/1329053502425935873
[2] https://twitter.com/propublica/status/1329009846725849090
[1] https://twitter.com/i/web/status/1329587619437621248
[1] https://twitter.com/amandacarpenter/status/1329033387907149826
[1] https://www.propublica.org/article/kris-kobach-voter-fraud-kansas-trial
[1] https://twitter.com/secpompeo/status/1329020941964337152
[1] https://twitter.com/JessicaHuseman/status/1329014008221937664
[1] https://twitter.com/i/web/status/1329424791275757573

Top URLs in Tweet in G3:
[285] https://www.propublica.org/article/trump-campaign-officials-started-pressuring-georgias-secretary-of-state-long-before-the-election
[48] https://www.propublica.org/article/inside-the-lives-of-immigrant-teens-working-dangerous-night-shifts-in-suburban-factories
[25] https://www.propublica.org/article/the-trump-campaign-cant-find-a-judge-who-will-ignore-facts-but-its-trying
[21] https://www.propublica.org/article/rapid-testing-is-less-accurate-than-the-government-wants-to-admit
[18] https://www.propublica.org/article/trump-won-florida-after-running-a-false-ad-tying-biden-to-venezuelan-socialists
[17] https://www.propublica.org/article/oceanfront-property-tied-to-obama-granted-exemption-from-hawaiis-environmental-laws
[16] https://www.propublica.org/article/junior-staffer-says-top-alaska-official-told-her-to-keep-allegations-of-misconduct-secret
[15] https://twitter.com/propublica/status/1329009846725849090
[10] https://www.propublica.org/article/inside-the-lives-of-immigrant-teens-working-dangerous-night-shifts-in-suburban-factories?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[9] https://www.propublica.org/article/the-enraging-deja-vu-of-a-third-coronavirus-wave

Top URLs in Tweet in G4:
[35] https://www.propublica.org/article/trump-campaign-officials-started-pressuring-georgias-secretary-of-state-long-before-the-election
[1] https://twitter.com/propublica/status/1329364421735493633
[1] https://twitter.com/propublica/status/1329246711886336001

Top URLs in Tweet in G5:
[6] https://www.propublica.org/article/trump-campaign-officials-started-pressuring-georgias-secretary-of-state-long-before-the-election
[4] https://www.propublica.org/article/rapid-testing-is-less-accurate-than-the-government-wants-to-admit
[4] https://www.propublica.org/article/trump-won-florida-after-running-a-false-ad-tying-biden-to-venezuelan-socialists
[1] https://www.newsandguts.com/link/propublica-trump-campaign-officials-started-pressuring-georgias-secretary-of-state-long-before-the-election/?fbclid=IwAR0S7-WX1KjP3vb3-75jNCz6lDm2LbH06VrTLi4CxrDxMsAUbTEOaScfKbE
[1] https://twitter.com/i/web/status/1329252800400789505
[1] https://www.propublica.org/article/rapid-testing-is-less-accurate-than-the-government-wants-to-admit?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[1] https://www.propublica.org/article/new-data-shows-the-use-of-seclusion-and-restraint-increased-in-illinois-schools-during-the-2017-18-school-year
[1] https://www.propublica.org/article/inside-the-lives-of-immigrant-teens-working-dangerous-night-shifts-in-suburban-factories
[1] https://www.propublica.org/article/the-trump-campaign-cant-find-a-judge-who-will-ignore-facts-but-its-trying

Top URLs in Tweet in G6:
[132] https://www.propublica.org/article/inside-the-lives-of-immigrant-teens-working-dangerous-night-shifts-in-suburban-factories
[4] https://www.propublica.org/article/trump-campaign-officials-started-pressuring-georgias-secretary-of-state-long-before-the-election
[3] https://elpais.com/internacional/2020-11-19/el-mundo-secreto-de-los-adolescentes-inmigrantes-que-trabajan-en-peligrosos-turnos-nocturnos-en-fabricas-suburbanas.html?ssm=TW_AM_CM
[2] https://www.propublica.org/article/new-data-shows-the-use-of-seclusion-and-restraint-increased-in-illinois-schools-during-the-2017-18-school-year
[2] https://www.propublica.org/article/el-mundo-secreto-de-los-adolescentes-inmigrantes-que-trabajan-en-peligrosos-turnos-nocturnos-en-fabricas-suburbanas
[2] https://www.propublica.org/article/national-ban-on-school-use-of-seclusion-and-restraint-of-students-introduced-in-congress
[2] https://www.propublica.org/article/emails-reveal-chaos-as-meatpacking-companies-fought-health-agencies-over-covid-19-outbreaks-in-their-plants
[2] https://twitter.com/propublica/status/1327826718225215489
[1] https://elpais.com/internacional/2020-11-19/el-mundo-secreto-de-los-adolescentes-inmigrantes-que-trabajan-en-peligrosos-turnos-nocturnos-en-fabricas-suburbanas.html?utm_medium=Social&utm_source=Twitter&ssm=TW_MX_CM#Echobox=1605814887
[1] https://elpais.com/internacional/2020-11-19/el-mundo-secreto-de-los-adolescentes-inmigrantes-que-trabajan-en-peligrosos-turnos-nocturnos-en-fabricas-suburbanas.html?utm_medium=Social&utm_source=Twitter&ssm=TW_MX_CM#Echobox=1605832410

Top URLs in Tweet in G7:
[39] https://www.propublica.org/article/trump-campaign-officials-started-pressuring-georgias-secretary-of-state-long-before-the-election
[24] https://www.propublica.org/article/the-trump-campaign-cant-find-a-judge-who-will-ignore-facts-but-its-trying
[3] https://www.propublica.org/article/dems-obama-broke-pledge-to-force-banks-to-help-homeowners
[2] https://www.propublica.org/article/with-all-eyes-on-wisconsin-partisan-gridlock-at-state-elections-commission-frustrates-voters-and-local-officials
[2] https://www.propublica.org/article/oceanfront-property-tied-to-obama-granted-exemption-from-hawaiis-environmental-laws
[2] https://www.cnbc.com/2020/03/23/coronavirus-sec-warns-on-insider-trading-after-loeffler-sales.html
[2] https://twitter.com/propublica/status/1329009846725849090
[2] https://www.propublica.org/article/trump-campaign-officials-started-pressuring-georgias-secretary-of-state-long-before-the-election?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[1] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care
[1] https://www.propublica.org/article/us-emergency-medical-stockpile-funding-unprepared-coronavirus

Top URLs in Tweet in G8:
[1] https://www.propublica.org/article/andrew-cuomos-report-on-controversial-nursing-home-policy-for-covid-patients-prompts-more-controversy
[1] https://www.propublica.org/article/trump-campaign-officials-started-pressuring-georgias-secretary-of-state-long-before-the-election

Top URLs in Tweet in G9:
[3] https://www.propublica.org/article/trump-campaign-officials-started-pressuring-georgias-secretary-of-state-long-before-the-election
[2] https://www.propublica.org/article/junior-staffer-says-top-alaska-official-told-her-to-keep-allegations-of-misconduct-secret
[1] https://www.propublica.org/article/trump-won-florida-after-running-a-false-ad-tying-biden-to-venezuelan-socialists
[1] https://www.propublica.org/article/most-states-arent-ready-to-distribute-the-leading-covid-19-vaccine
[1] https://www.propublica.org/article/new-data-shows-the-use-of-seclusion-and-restraint-increased-in-illinois-schools-during-the-2017-18-school-year
[1] https://twitter.com/i/web/status/1329204582518550529

Top URLs in Tweet in G10:
[8] https://www.propublica.org/article/trump-campaign-officials-started-pressuring-georgias-secretary-of-state-long-before-the-election
[3] https://www.propublica.org/article/kris-kobach-voter-fraud-kansas-trial
[2] https://twitter.com/propublica/status/1329109334714953733
[1] https://www.propublica.org/article/the-epa-refuses-to-reduce-pollutants-linked-to-coronavirus-deaths
[1] https://www.propublica.org/article/junior-staffer-says-top-alaska-official-told-her-to-keep-allegations-of-misconduct-secret/amp?__twitter_impression=true
[1] https://www.propublica.org/article/junior-staffer-says-top-alaska-official-told-her-to-keep-allegations-of-misconduct-secret?utm_medium=social&utm_source=twitter#1014006
[1] https://twitter.com/propublica/status/1329418458153541635

Top Domains
Top Domains in Tweet in Entire Graph:
[1773] propublica.org
[371] twitter.com
[37] feedpress.com
[34] trib.al
[9] niemanlab.org
[7] propub.li
[6] elpais.com
[5] apple.news
[5] bit.ly
[4] northwestern.edu

Top Domains in Tweet in G1:
[88] twitter.com
[75] propublica.org
[28] trib.al
[6] propub.li
[2] fastcoexist.com
[2] northwestern.edu
[2] theguardian.com
[1] niemanlab.org
[1] breitbart.com
[1] allsides.com

Top Domains in Tweet in G2:
[90] propublica.org
[17] twitter.com
[1] trib.al

Top Domains in Tweet in G3:
[573] propublica.org
[127] twitter.com
[6] niemanlab.org
[6] feedpress.com
[4] trib.al
[4] apple.news
[2] linkedin.com
[1] cvsoci.al
[1] thepn.org
[1] axios.com

Top Domains in Tweet in G4:
[35] propublica.org
[2] twitter.com

Top Domains in Tweet in G5:
[18] propublica.org
[1] newsandguts.com
[1] twitter.com

Top Domains in Tweet in G6:
[149] propublica.org
[16] twitter.com
[6] elpais.com
[2] bit.ly
[1] christietiradoart.com
[1] propub.li
[1] trib.al

Top Domains in Tweet in G7:
[88] propublica.org
[24] twitter.com
[2] cnbc.com
[1] sfexaminer.com
[1] time.com
[1] medium.com
[1] ssrn.com
[1] npr.org
[1] rosenbauminjuryfirm.com
[1] newsweek.com

Top Domains in Tweet in G8:
[2] propublica.org

Top Domains in Tweet in G9:
[8] propublica.org
[1] twitter.com

Top Domains in Tweet in G10:
[14] propublica.org
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] frivolouslawsuits
[42] smartnews
[30] quasislavery
[15] covid_19
[14] disabilities
[14] wearamask
[14] staysafe
[13] accessible
[10] covid19
[10] inclusion



Top Hashtags in Tweet in G1:
[3] georgia
[2] trump
[2] electioninterference
[2] presidentelectjoebiden
[1] ells
[1] ellchat
[1] sife
[1] disabilities
[1] accessibility
[1] content

Top Hashtags in Tweet in G2:
[3] georgia
[2] gapol
[2] voteearly
[2] bradraffensperger
[2] deaththreats
[2] profilesincourage
[1] leningradlindsey

Top Hashtags in Tweet in G3:
[34] smartnews
[5] accessible
[5] disabilities
[5] covid19
[4] inclusion
[4] pwd
[4] disabilityinclusion
[3] gopcorruptionovercountry
[3] trumpcampaign
[3] trump

Top Hashtags in Tweet in G6:
[1] tempworker
[1] tempwork

Top Hashtags in Tweet in G7:
[2] bidenwon
[2] trumplies
[2] evangelicalsfortrump
[2] womenfortrump
[2] gop
[2] maga
[1] trump
[1] ice
[1] america
[1] hispanic

Top Hashtags in Tweet in G10:
[2] smartnews
[1] akleg

Top Words
Top Words in Tweet in Entire Graph:
[3946] trump
[3436] state
[2698] started
[2367] secretary
[2264] campaign
[2000] propublica
[1890] georgia
[1782] pressuring
[1463] jessicahuseman
[1441] endorse

Top Words in Tweet in G1:
[1315] propublica
[459] trump
[398] state
[325] raffensperger
[275] secretary
[239] need
[237] endorse
[176] campaign
[160] against
[157] administration

Top Words in Tweet in G2:
[1198] jessicahuseman
[1176] trump
[970] started
[937] state
[734] pressure
[723] endorse
[705] campaign's
[702] latest
[700] jan
[699] ga

Top Words in Tweet in G3:
[337] trump
[277] campaign
[268] state
[261] secretary
[254] election
[253] georgia
[246] officials
[244] long
[244] before
[243] pressuring

Top Words in Tweet in G4:
[379] trump
[378] state
[368] started
[360] georgia
[358] secretary
[353] pressuring
[337] endorse
[322] gop
[321] working
[321] refs

Top Words in Tweet in G5:
[353] trump
[352] started
[348] campaign
[347] state
[339] pressuring
[336] raffensperger
[330] secretary
[324] officials
[321] long
[321] before

Top Words in Tweet in G6:
[255] msanchezmia
[124] work
[111] factories
[110] america
[107] teens
[106] labor
[105] child
[104] dangerous
[96] robertfaturechi
[95] details

Top Words in Tweet in G7:
[73] trump
[67] propublica
[55] campaign
[51] georgia
[49] long
[46] state
[35] gop
[34] realdonaldtrump
[34] started
[33] election

Top Words in Tweet in G8:
[265] alexkotch
[264] figure
[264] decent
[264] time
[264] remind
[264] folks
[264] andrew
[264] cuomo
[264] forced
[264] nursing

Top Words in Tweet in G9:
[273] trump
[271] state
[269] started
[265] officials
[265] secretary
[264] campaign
[264] pressuring
[264] georgia
[264] long
[263] before

Top Words in Tweet in G10:
[248] election
[237] dellcam
[166] official
[148] trump
[144] ga's
[144] top
[144] announced
[144] registered
[144] voter
[144] absentee

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2316] secretary,state
[2085] trump,campaign
[1311] campaign,officials
[1311] started,pressuring
[1308] long,before
[1300] state,long
[1295] officials,started
[1094] georgia,secretary
[1031] before,election
[939] pressuring,georgia

Top Word Pairs in Tweet in G1:
[271] secretary,state
[160] trump,campaign
[127] propublica,trump
[116] propublica,investigation
[115] health,care
[113] care,workers
[113] workers,don
[113] don,need
[113] need,patronizing
[113] patronizing,praise

Top Word Pairs in Tweet in G2:
[705] trump,campaign's
[699] latest,trump
[699] campaign's,pressure
[699] pressure,ga
[699] ga,sec
[699] sec,state
[699] state,started
[699] started,jan
[699] jan,asked
[699] asked,endorse

Top Word Pairs in Tweet in G3:
[269] trump,campaign
[260] secretary,state
[243] campaign,officials
[241] officials,started
[241] started,pressuring
[241] state,long
[241] long,before
[241] before,election
[239] georgia,secretary
[236] pressuring,georgia

Top Word Pairs in Tweet in G4:
[358] secretary,state
[322] endorse,trump
[321] georgia,gop
[321] gop,started
[321] started,working
[321] working,refs
[321] refs,10
[321] 10,months
[321] months,ago
[321] ago,pressuring

Top Word Pairs in Tweet in G5:
[333] started,pressuring
[330] secretary,state
[325] trump,campaign
[321] campaign,officials
[321] officials,started
[321] state,long
[321] long,before
[321] before,election
[317] pressuring,georgia's
[317] georgia's,secretary

Top Word Pairs in Tweet in G6:
[95] details,msanchezmia
[94] horrifying,details
[94] msanchezmia,exposé
[94] exposé,child
[94] child,factory
[94] factory,labor
[94] labor,america
[93] robertfaturechi,horrifying
[87] guatemalan,teens
[87] sometimes,dangerous

Top Word Pairs in Tweet in G7:
[51] trump,campaign
[27] secretary,state
[26] started,pressuring
[26] state,long
[26] long,before
[24] pressuring,georgia
[24] before,election
[22] campaign,officials
[22] officials,started
[22] ll,see

Top Word Pairs in Tweet in G8:
[264] figure,decent
[264] decent,time
[264] time,remind
[264] remind,folks
[264] folks,andrew
[264] andrew,cuomo
[264] cuomo,forced
[264] forced,nursing
[264] nursing,homes
[264] homes,take

Top Word Pairs in Tweet in G9:
[265] secretary,state
[264] trump,campaign
[264] campaign,officials
[264] officials,started
[264] started,pressuring
[264] pressuring,georgia
[264] georgia,secretary
[264] state,long
[263] long,before
[261] tale,absolute

Top Word Pairs in Tweet in G10:
[144] ga's,top
[144] top,election
[144] election,official
[144] official,announced
[144] announced,registered
[144] registered,voter
[144] voter,absentee
[144] absentee,ballot
[144] ballot,application
[144] application,garepublicans

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@realdonaldtrump
@markmobility
@jessicahuseman
@stphnfwlr
@nprmelissablock
@gop
@msanchezmia
@digiphile
@electionland

Top Replied-To in G1:
@propublica
@markmobility
@jessicahuseman
@electionland
@lasserith
@pmartell63_
@stphnfwlr
@seanernst
@rabbijason
@drpoorman

Top Replied-To in G2:
@nprmelissablock
@stphnfwlr
@propublica
@jessicahuseman
@gpbnews
@andreawnyc
@yashar
@realdonaldtrump
@amandacarpenter
@eisingerj

Top Replied-To in G5:
@propublica
@kylegriffin1

Top Replied-To in G6:
@msanchezmia
@gingerthomp1
@robertfaturechi
@jmahrens
@daffodilaltan
@disolis
@alecmacgillis
@gmochkofsky
@perla_trevizo
@elpais_america

Top Replied-To in G7:
@realdonaldtrump
@gop
@propublica
@marcorubio
@sebwrites
@rachael60578781
@whitehouse
@effinalavina
@chrismurphyct
@am_mccarthy

Top Replied-To in G8:
@alexkotch

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@jessicahuseman
@bgrueskin
@kylegriffin1
@joyannreid
@alexkotch
@msanchezmia
@dellcam
@gasecofstate
@amandacarpenter

Top Mentioned in G1:
@propublica
@lindseygrahamsc
@washingtonpost
@markmobility
@jessicahuseman
@stphnfwlr
@chalkbeat
@electionland
@opencampusmedia
@kylegriffin1

Top Mentioned in G2:
@jessicahuseman
@gasecofstate
@amandacarpenter
@propublica
@mikespiesnyc
@nprmelissablock
@stphnfwlr
@dellcam
@bgrueskin
@adamhsays

Top Mentioned in G3:
@ceesally
@taizun_tapia
@karencbeal1
@mediaentourage

Top Mentioned in G4:
@bgrueskin
@ajvicens
@jessicahuseman
@propublica
@dellcam
@mattholt33

Top Mentioned in G5:
@kylegriffin1
@jessicahuseman
@propublica
@essenviews
@jjsmokkieboy57
@bgrueskin
@malinablue
@timinhonolulu
@gtconway3d
@clancyreports

Top Mentioned in G6:
@msanchezmia
@robertfaturechi
@propublica
@gingerthomp1
@propublicail
@perla_trevizo
@elpais_america
@el_pais
@dianabhenriques

Top Mentioned in G7:
@gop
@propublica
@jessicahuseman
@borzou
@clancyreports
@realdonaldtrump
@timkephart33
@cnn
@nytimes
@projectlincoln

Top Mentioned in G8:
@alexkotch
@tmorman
@propublica
@bgrueskin

Top Mentioned in G9:
@joyannreid
@propublica
@jessicahuseman
@buddy_dek
@dennisp101155
@charlesmblow

Top Mentioned in G10:
@dellcam
@garepublicans
@jessicahuseman
@bulldoghill
@propublica
@wormeguy
@leavecrosscheck
@kylegriffin1
@juddlegum
@trutkay

Top Tweeters
Top Tweeters in Entire Graph:
@barntiques859
@dichristine
@jojokejohn
@threadreaderapp
@cloudwanderer3
@phillip92321
@gottalaff
@thereal_rebel
@bannerite
@joni_looking

Top Tweeters in G1:
@dichristine
@cheezwitham
@russelltim151
@pollsstar
@ungubunugu1274
@sophialamar1
@fleming77
@tadrow
@morgfair
@purplegarter1

Top Tweeters in G2:
@gottalaff
@kenkircher1
@rosenchild
@jjj5819
@ecclesias
@_silversmith
@teram323tere
@carlyinnj
@castonchris
@tigerbeat

Top Tweeters in G3:
@backstorymom1
@miss_placed_
@mapocoloco
@drpatfarrell
@deesbarbara
@teetweetshere
@joanpennnative
@katalin_pota
@kat223
@macbeestje

Top Tweeters in G4:
@bannerite
@argojournal
@debrob1947
@ncfarmer321
@bobsarmymom
@feinberg_linda
@beth4158
@isa97
@howyofwi
@mavisgary

Top Tweeters in G5:
@fight4freedom72
@micjojd
@stacymichelleb
@young_maymay
@dazyjane410
@lonegamer78
@rosierifka
@binderfaith1
@bethlevin
@raemargaret61

Top Tweeters in G6:
@vedehimajumdar
@mastaofmp3s
@el_pais
@cnbsnana
@rebellegrrl
@kmontenegro
@yolie_rios
@hollaka_hollala
@masky_jay_hoody
@rob_camacho_sd

Top Tweeters in G7:
@barntiques859
@thehill
@guardian
@reuters
@skynews
@reforma
@foxnews
@nytimes
@airlift1300
@rt_com

Top Tweeters in G8:
@bernieupstateny
@trump417
@zardoz420wpn
@solon594bce
@stewartsmithtwt
@robbychu
@ofthedirewolves
@wydmindfeersart
@digitalmeowmix
@tampabaybucsfan

Top Tweeters in G9:
@thereal_rebel
@padakitty
@justwhatnowwhy
@pauldramone
@notcomey
@msochubbard
@glangendorf01
@theriverwanders
@sevenbowie
@begiiigiles

Top Tweeters in G10:
@ligayaloyola
@1loriking
@kiaspeaks
@patta47cake
@profsunnysingh
@stevekoehler22
@reignofapril
@asteris
@bulldoghill
@dunnclan