Propublica, Twitter, 8/19/2022 1:34:27 PM, 280351


FAQ | Problem?

Propublica_2022-08-19_06-05-14.xlsx
Propublica_2022-08-19_06-05-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 19, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3wcjx67
@propublica
@mollyjongfast
@keepitbluedems
@buyjusdifferent
@tottenbill
@potus
@ericx2020
@no2hitting
@lchurchilll
@tomcottonar

Top hashtags:
#gop
#maga
#military
#chuckharple
#demvoice1
#trump
#44567
#nyc
#ona22

Description:
Description
The graph represents a network of 6,755 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, 19 August 2022 at 13:10 UTC.

The requested start date was Friday, 19 August 2022 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 3-day, 8-hour, 17-minute period from Monday, 15 August 2022 at 15:42 UTC to Thursday, 18 August 2022 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 : 6755
Unique Edges : 4757
Edges With Duplicates : 13771
Total Edges : 18528
Number of Edge Types : 5
Retweet : 5102
MentionsInRetweet : 7219
Mentions : 3864
Replies to : 1378
Tweet : 965
Self-Loops : 1024
Reciprocated Vertex Pair Ratio : 0.0160386685708008
Reciprocated Edge Ratio : 0.0315709806465564
Connected Components : 778
Single-Vertex Connected Components : 461
Maximum Vertices in a Connected Component : 5026
Maximum Edges in a Connected Component : 16147
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.598404
Graph Density : 0.000202725495125623
Modularity : 0.420497
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,755 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, 19 August 2022 at 13:10 UTC.

The requested start date was Friday, 19 August 2022 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 3-day, 8-hour, 17-minute period from Monday, 15 August 2022 at 15:42 UTC to Thursday, 18 August 2022 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:
[249] https://www.propublica.org/article/league-of-women-voters-gop-trump
[120] https://www.propublica.org/article/files-taxes-free-inflation-reduction-act
[109] https://www.propublica.org/article/national-debt-trump
[90] https://www.propublica.org/article/nyc-apartments-background-flooding-real-estate
[66] https://www.propublica.org/article/how-the-irs-was-gutted
[65] https://www.propublica.org/article/welton-chang-interview-right-wing-platforms
[56] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[51] https://www.propublica.org/article/military-army-alvarado-ochoa-pretrial-confinement
[45] https://twitter.com/propublica/status/1559582571943661568
[28] https://trib.al/CtG9SuA

Top URLs in Tweet in G1:
[21] https://trib.al/CtG9SuA
[13] https://www.thecity.nyc/2022/8/16/23307583/nyc-apartments-background-flooding-real-estate
[11] https://www.propublica.org/getinvolved/uranium-mining-milling-enrichment-investigation
[9] https://www.propublica.org/article/nyc-apartments-background-flooding-real-estate
[8] https://twitter.com/propublica/status/1559584645829853186
[7] https://www.propublica.org/article/league-of-women-voters-gop-trump
[6] https://trib.al/SmCE0XT
[6] https://trib.al/bYbqWnn
[5] https://twitter.com/Nick_Carmody/status/1449712834238050310
[4] https://propublica.zoom.us/webinar/register/WN_9Wjg3fIsRQ2U58POFDDlIg?utm_content=buffer0cd68&utm_medium=social&utm_source=twitter&utm_campaign=Buffer

Top URLs in Tweet in G2:
[46] https://www.propublica.org/article/files-taxes-free-inflation-reduction-act
[18] https://www.propublica.org/article/nyc-apartments-background-flooding-real-estate
[12] https://www.propublica.org/article/military-army-alvarado-ochoa-pretrial-confinement
[11] https://www.propublica.org/getinvolved/insurance-denial-health-care-investigation
[10] https://www.propublica.org/article/league-of-women-voters-gop-trump
[3] https://www.propublica.org/article/welton-chang-interview-right-wing-platforms
[3] https://twitter.com/propublica/status/1559582571943661568
[2] https://www.propublica.org/getinvolved/uranium-mining-milling-enrichment-investigation
[2] https://www.propublica.org/article/missouri-ygrene-pace-loans-clean-energy
[2] https://www.propublica.org/article/new-mexico-uranium-homestake-pollution

Top URLs in Tweet in G3:
[42] https://www.propublica.org/article/welton-chang-interview-right-wing-platforms
[34] https://www.propublica.org/article/files-taxes-free-inflation-reduction-act
[34] https://www.propublica.org/article/league-of-women-voters-gop-trump
[21] https://www.propublica.org/article/nyc-apartments-background-flooding-real-estate
[19] https://www.propublica.org/article/military-army-alvarado-ochoa-pretrial-confinement
[19] https://twitter.com/propublica/status/1559582571943661568
[18] https://apple.news/AheZnWD61Su6ssK3z6Cm7YA
[11] https://www.propublica.org/article/national-debt-trump
[11] https://www.propublica.org/article/files-taxes-free-inflation-reduction-act#1394966
[10] https://www.propublica.org/article/army-sexual-assault-pretrial-confinement-rates

Top URLs in Tweet in G4:
[2] https://www.theepochtimes.com/new-hampshire-family-courts-likened-to-the-mafia_4302920.html
[1] https://twitter.com/i/web/status/1560392032153214976
[1] https://trib.al/gPzbwM5
[1] https://twitter.com/KeithIgoe/status/1559974908653813760
[1] https://twitter.com/i/web/status/1560328026948247553
[1] https://twitter.com/i/web/status/1559272344144814080
[1] https://twitter.com/i/web/status/1559272692980883456
[1] https://twitter.com/i/web/status/1559279713348116481
[1] https://twitter.com/i/web/status/1559696203465596932
[1] https://twitter.com/i/web/status/1559696420898308097

Top URLs in Tweet in G5:
[33] https://www.propublica.org/article/national-debt-trump
[32] https://www.propublica.org/article/how-the-irs-was-gutted
[18] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[16] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[6] https://www.propublica.org/article/at-this-trump-favored-charity-financial-reporting-is-questionable-and-insiders-are-cashing-in
[5] https://projects.propublica.org/represent/members/trump-texas-amicus-house-members
[4] https://www.npr.org/2022/04/18/1093380881/on-tax-day-the-treasury-department-urges-for-more-funding-to-the-irs
[4] https://www.businessinsider.com/tax-season-outlook-analysis-difficult-refunds-delayed-irs-understaffed-2022-1
[3] https://www.propublica.org/article/league-of-women-voters-gop-trump
[3] https://www.propublica.org/article/irs-sorry-but-its-just-easier-and-cheaper-to-audit-the-poor/amp

Top URLs in Tweet in G6:
[7] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[6] https://www.propublica.org/article/national-debt-trump
[5] https://www.propublica.org/article/national-debt-trump/amp
[5] https://projects.propublica.org/bailout/list/losses
[5] https://www.propublica.org/article/trump-friends-and-family-cleared-for-millions-in-small-business-bailout
[4] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[4] https://www.propublica.org/article/how-the-irs-was-gutted
[3] https://projects.propublica.org/represent/members/C001109-liz-cheney/compare-votes/D000621-ron-desantis/115
[2] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html?utm_source=tw
[2] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut/amp

Top URLs in Tweet in G7:
[28] https://www.propublica.org/article/nyc-apartments-background-flooding-real-estate
[16] https://www.propublica.org/article/files-taxes-free-inflation-reduction-act
[3] https://twitter.com/propublica/status/1558967235313631232
[2] https://www.propublica.org/article/trump-friends-and-family-cleared-for-millions-in-small-business-bailout
[1] https://www.propublica.org/article/league-of-women-voters-gop-trump
[1] https://www.propublica.org/article/army-sexual-assault-alvarado-pretrial-confinement
[1] https://www.propublica.org/article/welton-chang-interview-right-wing-platforms
[1] https://twitter.com/propublica/status/1559254695419514880
[1] https://twitter.com/propublica/status/1559751904057561091?s=21
[1] https://twitter.com/i/web/status/1559584024179376131

Top URLs in Tweet in G8:
[108] https://www.propublica.org/article/league-of-women-voters-gop-trump
[4] https://www.propublica.org/article/georgia-book-banning-mama-bears-lawsuit
[4] https://twitter.com/propublica/status/1559582571943661568
[1] https://www.propublica.org/article/welton-chang-interview-right-wing-platforms
[1] https://twitter.com/propublica/status/1559584645829853186

Top URLs in Tweet in G9:
[8] https://www.propublica.org/article/league-of-women-voters-gop-trump
[2] https://www.propublica.org/article/georgia-book-banning-mama-bears-lawsuit
[1] https://twitter.com/propublica/status/1559954620927152128
[1] https://trib.al/CtG9SuA
[1] https://twitter.com/i/web/status/1560276199879823363
[1] https://www.propublica.org/article/the-national-endowment-for-democracy-responds-to-our-burma-nuclear-story
[1] https://www.propublica.org/article/military-army-alvarado-ochoa-pretrial-confinement
[1] https://twitter.com/i/web/status/1540112337973252098

Top URLs in Tweet in G10:
[20] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[6] https://www.propublica.org/article/how-the-irs-was-gutted
[5] https://www.propublica.org/article/how-the-irs-was-gutted/amp
[4] https://www.propublica.org/article/national-debt-trump
[3] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[1] https://www.propublica.org/article/league-of-women-voters-gop-trump
[1] https://projects.propublica.org/represent/members/B000825-lauren-boebert/votes/117
[1] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut/amp
[1] https://projects.propublica.org/represent/members/B000825-lauren-boebert/privately-funded-travel/117
[1] https://twitter.com/i/web/status/1560150907962130432

Top Domains
Top Domains in Tweet in Entire Graph:
[1639] propublica.org
[792] twitter.com
[128] trib.al
[59] nymag.com
[46] apple.news
[19] thecity.nyc
[9] axios.com
[8] palmbeachpost.com
[7] texastribune.org
[7] businessinsider.com

Top Domains in Tweet in G1:
[155] twitter.com
[115] trib.al
[66] propublica.org
[13] thecity.nyc
[4] zoom.us
[3] paper.li
[2] propub.li
[2] apnews.com
[1] forms.fm
[1] cash.app

Top Domains in Tweet in G2:
[119] propublica.org
[58] twitter.com
[6] texastribune.org
[4] trib.al
[1] thecity.nyc
[1] zoom.us
[1] apnews.com
[1] elpasomatters.org
[1] missouriindependent.com
[1] apple.news

Top Domains in Tweet in G3:
[363] propublica.org
[163] twitter.com
[35] apple.news
[3] palmbeachpost.com
[2] ycombinator.com
[2] facebook.com
[1] linkedin.com
[1] military.com
[1] tdquery.com
[1] irs.gov

Top Domains in Tweet in G4:
[200] twitter.com
[5] propublica.org
[3] nbcnews.com
[2] newsothersmiss.com
[2] theepochtimes.com
[2] npr.org
[2] youtube.com
[1] trib.al
[1] dailywire.com
[1] dallasexpress.com

Top Domains in Tweet in G5:
[127] propublica.org
[17] nymag.com
[11] twitter.com
[4] npr.org
[4] businessinsider.com
[2] msn.com
[1] verifythis.com
[1] treasury.gov
[1] irs.gov
[1] reuters.com

Top Domains in Tweet in G6:
[50] propublica.org
[9] nymag.com
[8] twitter.com
[1] ampproject.org
[1] google.com
[1] ac.uk

Top Domains in Tweet in G7:
[51] propublica.org
[12] twitter.com
[4] thecity.nyc
[1] trib.al

Top Domains in Tweet in G8:
[113] propublica.org
[5] twitter.com

Top Domains in Tweet in G9:
[12] propublica.org
[3] twitter.com
[1] trib.al

Top Domains in Tweet in G10:
[27] propublica.org
[20] nymag.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[40] gop
[25] maga
[24] military
[24] chuckharple
[22] demvoice1
[16] trump
[12] 44567
[8] nyc
[6] ona22
[6] storytelling



Top Hashtags in Tweet in G1:
[5] storytelling
[4] ona22
[4] investigative
[4] journalists
[2] republicans
[2] nuclear
[2] radioactive
[2] wastemanagement
[2] epa
[2] healthrisks

Top Hashtags in Tweet in G2:
[22] military
[4] moleg
[4] mogov
[2] haltmilsexualassault
[1] ona22
[1] apartments
[1] rentals
[1] nyc
[1] oklahoma
[1] deathpenalty

Top Hashtags in Tweet in G3:
[4] trump
[3] gop
[3] chicago
[2] angola
[2] prison
[2] covid19
[2] smartnews
[2] irs
[2] magats
[1] operationlonestar

Top Hashtags in Tweet in G4:
[24] gop
[22] maga
[5] billgates
[5] un
[3] usa
[3] worldeconomicforum
[2] gates
[2] trumpraid
[2] trump
[2] trump2024

Top Hashtags in Tweet in G5:
[3] ronnamcdaniel
[3] taxscam
[3] trump
[3] america
[3] usa
[3] maga
[3] republicans
[2] goplooters
[1] irs
[1] morningjoe

Top Hashtags in Tweet in G6:
[5] gop
[4] gopliesabouteverything
[4] trump
[3] cancelstudentdebt
[2] newsletter
[1] realnews
[1] breakingnews
[1] gopsoldusout
[1] covid

Top Hashtags in Tweet in G7:
[3] waleg

Top Hashtags in Tweet in G10:
[3] gopliars
[3] voteblue
[1] lawandorder

Top Words
Top Words in Tweet in Entire Graph:
[4430] propublica
[1176] tax
[633] free
[598] turbotax
[578] filing
[505] accused
[458] long
[451] sexual
[432] irs
[398] texastribune

Top Words in Tweet in G1:
[2582] propublica
[682] tax
[465] turbotax
[357] long
[329] free
[318] filing
[292] taylor
[281] efforts
[279] intuit
[272] maker

Top Words in Tweet in G2:
[582] propublica
[328] accused
[247] sexual
[191] pretrial
[154] assault
[151] renlarson_
[135] tax
[132] soldiers
[123] army
[119] lchurchilll

Top Words in Tweet in G3:
[118] propublica
[60] tax
[50] filing
[50] irs
[49] sexual
[48] assault
[48] free
[43] happened
[42] army
[41] extremists

Top Words in Tweet in G4:
[379] propublica
[334] nbcnews
[266] texastribune
[154] bassencourt
[76] andreaslupus
[61] trump
[50] mike_hixenbaugh
[46] abc
[45] ap
[36] susanbassi

Top Words in Tweet in G5:
[57] irs
[54] gop
[29] gopchairwoman
[24] tax
[23] gutted
[21] trump
[20] lying
[16] propublica
[16] rich
[15] romney

Top Words in Tweet in G6:
[47] donaldjtrumpjr
[46] tax
[42] irs
[41] rich
[40] gop
[40] taxes
[39] gutted
[39] donors
[39] cheat
[38] help

Top Words in Tweet in G7:
[118] propublica
[98] tax
[85] free
[84] filing
[67] current
[58] system
[57] resnikoff
[56] parasitic
[55] universal
[55] huge

Top Words in Tweet in G8:
[106] mollyjongfast
[102] feels
[102] brand
[13] propublica
[12] fecologist
[12] damn
[12] time
[6] wild
[4] georgia
[4] moms

Top Words in Tweet in G9:
[72] megsnewz
[61] propublica
[52] more
[48] gop
[39] first
[39] saw
[38] wisconsin
[38] towns
[38] working
[38] undermine

Top Words in Tweet in G10:
[76] irs
[46] tomcottonar
[38] trump
[35] gutted
[27] rich
[25] republicans
[25] go
[24] ultra
[23] lie
[20] empathyisbrave

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[566] tax,filing
[343] turbotax,maker
[343] maker,intuit
[318] free,online
[315] online,tax
[315] propublica,texastribune
[312] intuit,long
[312] long,blocked
[312] blocked,efforts
[312] efforts,create

Top Word Pairs in Tweet in G1:
[315] tax,filing
[272] turbotax,maker
[272] maker,intuit
[247] free,online
[246] online,tax
[245] intuit,long
[245] long,blocked
[245] blocked,efforts
[245] efforts,create
[245] create,free

Top Word Pairs in Tweet in G2:
[153] sexual,assault
[147] accused,sexual
[109] pretrial,confinement
[99] placed,pretrial
[95] tax,filing
[91] soldiers,accused
[88] texas',fort
[88] fort,bliss
[88] bliss,20
[88] 20,soldiers

Top Word Pairs in Tweet in G3:
[48] sexual,assault
[41] tax,filing
[39] league,women
[39] women,voters
[38] against,league
[36] free,tax
[33] irs,study
[32] study,free
[32] filing,options
[30] inflation,reduction

Top Word Pairs in Tweet in G4:
[262] propublica,texastribune
[261] nbcnews,propublica
[153] bassencourt,nbcnews
[75] andreaslupus,nbcnews
[47] propublica,nbcnews
[23] cnn,channelnewsasia
[23] channelnewsasia,rt_com
[23] rt_com,cbseveningnews
[23] cbseveningnews,abc
[23] abc,nbcnews

Top Word Pairs in Tweet in G5:
[18] gutted,irs
[12] irs,budget
[11] replacing,irs
[11] budget,cut
[11] cut,fun
[11] fun,fact
[11] fact,ronduh
[11] ronduh,romney
[11] romney,lying
[11] lying,again

Top Word Pairs in Tweet in G6:
[39] gop,gutted
[39] gutted,irs
[37] irs,help
[37] help,themselves
[37] themselves,rich
[37] rich,donors
[37] donors,cheat
[37] cheat,taxes
[37] taxes,tax
[37] tax,cheats

Top Word Pairs in Tweet in G7:
[84] tax,filing
[57] free,tax
[55] universal,free
[55] filing,huge
[55] huge,rationale
[55] rationale,current
[55] current,system
[55] system,except
[55] except,facilitate
[55] facilitate,parasitic

Top Word Pairs in Tweet in G8:
[102] feels,brand
[101] mollyjongfast,feels
[12] damn,time
[11] fecologist,damn
[5] mollyjongfast,wild
[4] georgia,moms
[4] moms,behind
[4] behind,book
[4] book,banning
[4] banning,push

Top Word Pairs in Tweet in G9:
[38] first,saw
[38] saw,wisconsin
[38] wisconsin,more
[38] more,towns
[38] towns,gop
[38] gop,working
[38] working,undermine
[38] undermine,iconic
[37] megsnewz,first
[37] iconic,organizati

Top Word Pairs in Tweet in G10:
[27] gutted,irs
[24] ultra,rich
[23] republicans,lie
[23] lie,irs
[23] irs,trump
[23] trump,gutted
[23] irs,go
[23] go,ultra
[19] tomcottonar,republicans
[19] rich,corpo

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@bassencourt
@andreaslupus
@gopchairwoman
@tomcottonar
@jim_jordan
@thehill
@marshablackburn
@barackobama
@chichiwu8

Top Replied-To in G1:
@propublica
@chichiwu8
@mpetitchou
@fahrenthold
@ztownsend
@regulatorynerd
@babyboomerwritr
@kalbzayn
@shurtcircuit
@westcoastsal

Top Replied-To in G2:
@propublica
@walterolson
@renlarson_
@halbritz
@jessica_priest
@charlesornstein
@smmills1960
@dizdizh
@bts_fiend
@chrishendel

Top Replied-To in G4:
@bassencourt
@andreaslupus
@propublica
@barackobama
@wstnbrwn
@cnn
@mike_hixenbaugh
@thehill
@newyorkstateag
@ajplus

Top Replied-To in G5:
@gopchairwoman
@gop
@repstefanik
@sentedcruz
@repmtg
@mikepompeo
@foxnews
@fieldsrobin
@tomcottonar
@rncresearch

Top Replied-To in G6:
@donaldjtrumpjr
@leadermcconnell
@randpaul
@propublica
@ninaturner
@bperez1776
@wilkowmajority
@own_bills
@potus
@tomcottonar

Top Replied-To in G7:
@resnikoff
@ruikaneya
@fionaquinnbooks
@propublica

Top Replied-To in G8:
@fecologist

Top Replied-To in G9:
@megsnewz
@georgewpapajohn
@propublica
@annaleighclark
@jumpinjezebel
@politicia3

Top Replied-To in G10:
@tomcottonar
@laurenboebert
@errolwebber
@senjoniernst
@housegop
@edlaborgop
@ttuberville
@kczfree2
@bonginoreport
@senrickscott

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@texastribune
@nbcnews
@renlarson_
@lchurchilll
@lisalsong
@mollyjongfast
@fahrenthold
@pr
@megsnewz

Top Mentioned in G1:
@propublica
@fahrenthold
@terryparrisjr
@geostanley
@lisalsong
@kenwardjr
@texastribune
@bykenarmstrong
@journoresource
@richardkimnyc

Top Mentioned in G2:
@propublica
@renlarson_
@lchurchilll
@texastribune
@lisalsong
@pr
@charlesornstein
@jessica_priest
@justinelliot
@viannadavila

Top Mentioned in G3:
@neil82137002
@aroniswatching
@moisturevapor8r
@sprzyslp
@binanimals
@mailmansr
@zacharywefel
@williesband
@lizfontaine4

Top Mentioned in G4:
@propublica
@nbcnews
@texastribune
@abc
@ap
@mike_hixenbaugh
@susanbassi
@npr
@reuters
@cnn

Top Mentioned in G5:
@gop
@gopchairwoman
@propublica
@rbreich
@foxnews
@repstefanik
@cdc
@rhonda_harbison
@swaknan
@wyoflyboy

Top Mentioned in G6:
@donaldjtrumpjr
@swingstatepa2
@potus
@propublica
@rhonda_harbison
@randpaul
@guardian
@nytimes
@ninaturner
@ire_nicar

Top Mentioned in G7:
@propublica
@resnikoff
@ruikaneya
@thecityny
@fionaquinnbooks
@four4thefire
@gluissandoval
@jessechenwrites
@newblackman
@lisalsong

Top Mentioned in G8:
@mollyjongfast
@fecologist
@propublica
@progressivepush
@texastribune
@lchurchilll
@fionaquinnbooks
@dizdizh
@fahrenthold

Top Mentioned in G9:
@megsnewz
@propublica
@deanbaker13
@georgewpapajohn
@lauramiers
@lwv
@charlesornstein
@aclu

Top Mentioned in G10:
@tomcottonar
@empathyisbrave
@raybake
@senjoniernst
@deadheadpdx2
@laurenboebert
@deorygun
@joebiden
@errolwebber
@gop

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@dichristine
@recitesocial
@telesurtv
@1denmadrid
@joni_looking
@_redfrog
@inspiteoftrump
@lizditz
@bunrxm

Top Tweeters in G1:
@_redfrog
@inspiteoftrump
@bunrxm
@jjj5819
@pollsstar
@protestmusica
@vedehimajumdar
@jmhamiltonblog
@theresamax
@unlewis

Top Tweeters in G2:
@missb62
@dichristine
@1denmadrid
@amyayers16
@cnbsnana
@adekleine
@estarianne
@amor_vuelvetx
@senseof_outrage
@beverlyfolkers

Top Tweeters in G3:
@safetypindaily
@kat223
@memeburk
@proudcanadavet
@augusteve2012
@akaxochi
@criticalanglez
@espeoppenheimer
@reverendentity
@danwibg

Top Tweeters in G4:
@telesurtv
@reuters
@channelnewsasia
@skynews
@bbcnews
@fox10phoenix
@nypost
@alexaadams12
@arctichamster
@washingtonpost

Top Tweeters in G5:
@rhonda_harbison
@aprylsmithts
@rleas
@all100senators
@foxnews
@livegreenordie
@rob11563
@huffpostpol
@keepitbluedems
@nanatoyou

Top Tweeters in G6:
@stockguy61
@guardian
@tottenbill
@sunnyblondie
@nytimes
@americanmom01
@mailonline
@time
@cdsmith4567
@cheryl_sanders1

Top Tweeters in G7:
@tadrow
@cheryl_marlin
@inpoco
@kirkmurphy
@blackamazon
@jadasasuperstar
@avocalistsrival
@nshrubs
@boovay7
@kevinrns

Top Tweeters in G8:
@mrtachilles
@zentaoprincess
@laurendownsouth
@webehealthy
@kitten0409
@wildmarshphoto
@birdappname
@keithmfitz
@tabithastevens8
@messfixing

Top Tweeters in G9:
@lizditz
@holliejoyjoy
@pgmckim
@scopedbylarry
@sharonvt75
@zidanesboots
@fagankara
@joke2power
@johnlaprise
@clandersen

Top Tweeters in G10:
@dianacialino
@somuchtodo2
@bselected
@sarg_sunshine
@bennythesnitch
@paulamc45
@73snangel
@kevinlrush
@brantre123
@susanletournea6


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.