Propublica, Twitter, 7/31/2020 12:51:46 PM, 231488


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Propublica_2020-07-31_05-26-25.xlsx
Propublica_2020-07-31_05-26-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
Propublica via NodeXL https://bit.ly/3jRuIcK
@propublica
@moizsyed
@texastribune
@redtraccoon
@dlind
@thetnholler
@gingerthomp1
@abegoldfarb
@charlesornstein
@done_by_forty

Top hashtags:
#coronavirus
#womenfortrump
#evangelicalsfortrump
#smartnews
#police

Description:
Description
The graph represents a network of 4,888 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, 31 July 2020 at 12:31 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 1-hour, 1-minute period from Wednesday, 29 July 2020 at 20:53 UTC to Thursday, 30 July 2020 at 21:54 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 : 4888
Unique Edges : 2988
Edges With Duplicates : 8376
Total Edges : 11364
Number of Edge Types : 5
Retweet : 3648
MentionsInRetweet : 4750
Tweet : 679
Replies to : 837
Mentions : 1450
Self-Loops : 699
Reciprocated Vertex Pair Ratio : 0.00583373845405931
Reciprocated Edge Ratio : 0.0115998066698888
Connected Components : 518
Single-Vertex Connected Components : 346
Maximum Vertices in a Connected Component : 3881
Maximum Edges in a Connected Component : 9907
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.539746
Graph Density : 0.000259841317205841
Modularity : 0.437906
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,888 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, 31 July 2020 at 12:31 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 1-hour, 1-minute period from Wednesday, 29 July 2020 at 20:53 UTC to Thursday, 30 July 2020 at 21:54 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:
[209] https://www.propublica.org/article/defendant-shall-not-attend-protests-in-portland-getting-out-of-jail-requires-relinquishing-constitutional-rights
[109] https://www.propublica.org/article/the-disinfomercial-how-larry-king-got-duped-into-starring-in-chinese-propaganda
[105] https://projects.propublica.org/protest-police-videos/
[70] https://www.propublica.org/article/defendant-shall-not-attend-protests-in-portland-getting-out-of-jail-requires-relinquishing-constitutional-rights#982579
[64] https://www.propublica.org/article/what-has-happened-to-police-filmed-hurting-protesters-so-far-very-little
[51] https://www.huffpost.com/entry/propublica-police-violence-aftermath_n_5f222269c5b68fbfc87ea342
[36] https://www.propublica.org/article/fire-through-dry-grass-andrew-cuomo-saw-covid-19-threat-to-nursing-homes-then-he-risked-adding-to-it
[33] https://www.propublica.org/article/a-company-promised-cheap-ventilators-to-the-government-never-delivered-and-is-now-charging-quadruple-the-price-for-the-new-ones
[31] https://www.propublica.org/article/a-privately-funded-border-wall-was-already-at-risk-of-collapsing-if-not-fixed-hurricane-hanna-made-it-worse
[27] https://twitter.com/propublica/status/1288603282517237762

Top URLs in Tweet in G1:
[6] https://projects.propublica.org/protest-police-videos/
[5] https://www.propublica.org/article/what-has-happened-to-police-filmed-hurting-protesters-so-far-very-little
[4] https://www.propublica.org/article/defendant-shall-not-attend-protests-in-portland-getting-out-of-jail-requires-relinquishing-constitutional-rights
[4] https://www.pbs.org/newshour/nation/fbi-white-supremacists-in-law-enforcement
[2] https://www.propublica.org/article/the-nypd-isnt-giving-critical-bodycam-footage-to-officials-investigating-alleged-abuse
[2] https://twitter.com/propublica/status/1288627365845839877
[1] https://twitter.com/i/web/status/1288570423303602176
[1] https://twitter.com/i/web/status/1287558844890013696
[1] https://propub.li/3galVAl
[1] https://propub.li/3jMHrgK

Top URLs in Tweet in G2:
[9] https://www.propublica.org/newsletters/the-big-story?source=in-line-link®ion=Texas
[3] https://www.propublica.org/article/a-privately-funded-border-wall-was-already-at-risk-of-collapsing-if-not-fixed-hurricane-hanna-made-it-worse
[2] https://projects.propublica.org/represent/members/L000287/bills-sponsored/116
[2] https://www.youtube.com/watch?v=ToFk0kwrN9k

[2] https://www.propublica.org/article/we-found-a-staggering-281-lobbyists-whove-worked-in-the-trump-administration
[2] https://www.propublica.org/article/trump-inc-podcast-inauguration-complaint
[2] https://twitter.com/propublica/status/1288603282517237762
[2] https://www.propublica.org/article/how-the-trump-administration-allowed-aviation-companies-to-keep-relief-money-that-was-supposed-to-go-to-workers?utm_source=facebook&utm_medium=social&fbclid=IwAR3d2DeQVrkoVwHDpvWSkV-DjFafQ2KvSayxQ6CYdflpZDKErMfSoCGLgzU#982735
[1] https://www.propublica.org/article/how-the-trump-administration-allowed-aviation-companies-to-keep-relief-money-that-was-supposed-to-go-to-workers?utm_source=sailthru&utm_medium=email&utm_campaign=dailynewsletter&utm_content=river
[1] https://twitter.com/i/web/status/1288832722107080704

Top URLs in Tweet in G3:
[6] https://www.propublica.org/article/elections-may-have-to-change-during-the-coronavirus-outbreak-heres-how
[3] https://www.propublica.org/article/what-has-happened-to-police-filmed-hurting-protesters-so-far-very-little
[3] https://twitter.com/propublica/status/1288833665267638273
[2] https://projects.propublica.org/protest-police-videos/
[2] https://twitter.com/propublica/status/1288603282517237762
[1] https://twitter.com/i/web/status/1288909005624971264
[1] https://twitter.com/i/web/status/1288892444805869572
[1] https://twitter.com/i/web/status/1288504548026388480
[1] https://twitter.com/i/web/status/1288654706852552704
[1] https://www.propublica.org/article/defendant-shall-not-attend-protests-in-portland-getting-out-of-jail-requires-relinquishing-constitutional-rights

Top URLs in Tweet in G4:
[53] https://projects.propublica.org/protest-police-videos/
[28] https://www.propublica.org/article/defendant-shall-not-attend-protests-in-portland-getting-out-of-jail-requires-relinquishing-constitutional-rights
[23] https://www.propublica.org/article/what-has-happened-to-police-filmed-hurting-protesters-so-far-very-little
[19] https://www.propublica.org/article/a-privately-funded-border-wall-was-already-at-risk-of-collapsing-if-not-fixed-hurricane-hanna-made-it-worse
[18] https://www.propublica.org/article/the-disinfomercial-how-larry-king-got-duped-into-starring-in-chinese-propaganda
[16] https://twitter.com/propublica/status/1288603282517237762
[14] https://www.propublica.org/article/how-the-trump-administration-allowed-aviation-companies-to-keep-relief-money-that-was-supposed-to-go-to-workers
[12] https://twitter.com/propublica/status/1288644772094193667
[11] https://www.propublica.org/article/it-cost-me-everything-in-texas-covid-19-takes-a-devastating-toll-on-hispanic-residents
[10] https://twitter.com/propublica/status/1288611209323978753

Top URLs in Tweet in G5:
[15] https://projects.propublica.org/protest-police-videos/
[3] https://projects.propublica.org/nypd-ccrb/
[2] https://www.axios.com/propublica-nypd-disciplinary-records-fce5813c-f6a3-4dac-b50e-d1a0e3321add.html?utm_campaign=organic&utm_medium=socialshare&utm_source=twitter
[1] https://twitter.com/i/web/status/1288733528415449089

Top URLs in Tweet in G6:
[65] https://www.propublica.org/article/defendant-shall-not-attend-protests-in-portland-getting-out-of-jail-requires-relinquishing-constitutional-rights
[61] https://www.propublica.org/article/defendant-shall-not-attend-protests-in-portland-getting-out-of-jail-requires-relinquishing-constitutional-rights#982579
[11] https://www.propublica.org/article/portland-protesters-no-longer-being-banned-from-attending-protests-to-win-release-from-jail
[3] https://www.propublica.org/article/defendant-shall-not-attend-protests-in-portland-getting-out-of-jail-requires-relinquishing-constitutional-rights?utm_source=sailthru&utm_medium=email&utm_campaign=dailynewsletter&utm_content=river
[3] https://www.propublica.org/article/trump-inc-hotels-do-appear-to-qualify-for-coronavirus-bailout-benefits
[2] https://twitter.com/propublica/status/1282339121189588993
[1] https://twitter.com/i/web/status/1288579660838821890
[1] https://twitter.com/i/web/status/1288590285426106372
[1] https://twitter.com/propublica/status/1288603282517237762
[1] https://twitter.com/i/web/status/1288727864301387776

Top URLs in Tweet in G7:
[9] https://www.propublica.org/article/the-disinfomercial-how-larry-king-got-duped-into-starring-in-chinese-propaganda
[3] https://www.propublica.org/article/defendant-shall-not-attend-protests-in-portland-getting-out-of-jail-requires-relinquishing-constitutional-rights
[2] https://www.propublica.org/article/a-privately-funded-border-wall-was-already-at-risk-of-collapsing-if-not-fixed-hurricane-hanna-made-it-worse
[2] https://www.texastribune.org/2020/07/28/texas-oportun-lender/
[2] https://twitter.com/ssg_pain/status/1287398063309430784?s=21
[2] https://twitter.com/propublica/status/1288603282517237762
[1] https://twitter.com/i/web/status/1288932720307994625
[1] https://twitter.com/i/web/status/1288946269294133251
[1] https://twitter.com/i/web/status/1288935644895629331
[1] https://twitter.com/i/web/status/1288935198634266629

Top URLs in Tweet in G8:
[39] https://www.propublica.org/article/defendant-shall-not-attend-protests-in-portland-getting-out-of-jail-requires-relinquishing-constitutional-rights
[35] https://www.huffpost.com/entry/propublica-police-violence-aftermath_n_5f222269c5b68fbfc87ea342
[1] https://www.propublica.org/article/nypd-civilian-complaint-review-board-editors-note
[1] https://www.propublica.org/article/the-disinfomercial-how-larry-king-got-duped-into-starring-in-chinese-propaganda
[1] https://www.propublica.org/article/a-privately-funded-border-wall-was-already-at-risk-of-collapsing-if-not-fixed-hurricane-hanna-made-it-worse
[1] https://www.propublica.org/article/how-the-trump-administration-allowed-aviation-companies-to-keep-relief-money-that-was-supposed-to-go-to-workers
[1] https://www.propublica.org/article/what-has-happened-to-police-filmed-hurting-protesters-so-far-very-little
[1] https://www.propublica.org/article/in-remote-villages-domestic-violence-kills-more-than-covid-19
[1] https://www.propublica.org/article/your-questions-about-the-new-york-city-police-complaint-data-answered
[1] https://twitter.com/i/web/status/1288656460969172992

Top URLs in Tweet in G9:
[74] https://www.propublica.org/article/the-disinfomercial-how-larry-king-got-duped-into-starring-in-chinese-propaganda

Top URLs in Tweet in G10:
[12] https://www.propublica.org/article/allende-zetas-cartel-massacre-and-the-us-dea
[12] https://www.propublica.org/article/dea-operation-played-hidden-role-in-the-disappearance-of-five-innocent-mexicans
[1] https://twitter.com/i/web/status/1288950083493429254
[1] https://twitter.com/i/web/status/1288899913774923776
[1] https://www.propublica.org/article/new-york-grand-jury-indicts-two-former-leaders-of-mexicos-drug-war-for-cartel-connections
[1] https://twitter.com/i/web/status/1288900333067022340

Top Domains
Top Domains in Tweet in Entire Graph:
[1048] propublica.org
[501] twitter.com
[53] huffpost.com
[20] propub.li
[15] feedpress.com
[9] apple.news
[8] trib.al
[6] youtube.com
[5] gitbook.io
[5] texastribune.org

Top Domains in Tweet in G1:
[109] twitter.com
[22] propublica.org
[20] propub.li
[7] trib.al
[4] pbs.org
[3] wikipedia.org
[2] youtube.com
[1] medrxiv.org
[1] thegatewaypundit.com
[1] paper.li

Top Domains in Tweet in G2:
[76] twitter.com
[25] propublica.org
[3] youtube.com
[2] texastribune.org
[1] bit.ly
[1] trumptakesarunner.com

Top Domains in Tweet in G3:
[13] propublica.org
[10] twitter.com

Top Domains in Tweet in G4:
[262] propublica.org
[114] twitter.com
[11] huffpost.com
[9] feedpress.com
[7] apple.news
[2] msn.com
[2] buzzfeednews.com
[2] popularmechanics.com
[1] youtube.com
[1] protectthepeoples.org

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

Top Domains in Tweet in G6:
[144] propublica.org
[18] twitter.com

Top Domains in Tweet in G7:
[24] twitter.com
[20] propublica.org
[2] texastribune.org

Top Domains in Tweet in G8:
[46] propublica.org
[35] huffpost.com
[1] twitter.com

Top Domains in Tweet in G9:
[74] propublica.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] coronavirus
[10] womenfortrump
[10] evangelicalsfortrump
[6] smartnews
[6] police
[6] blacklivesmatter
[6] portland
[5] ddj
[3] domesticviolence
[3] trumpfailsamerica



Top Hashtags in Tweet in G1:
[11] coronavirus
[2] seattle
[2] climate
[2] displacement
[2] voting
[2] smartnews
[2] blacklivesmatter
[1] drmartinlutherkingjr
[1] sedition
[1] orangetoddler

Top Hashtags in Tweet in G2:
[2] hurricanehanna
[2] trumpsflaccidfence
[2] texas
[2] trump
[2] wall
[2] outsourcing
[2] mothernature
[1] dumbassrepublicans
[1] idoits
[1] voteblue2020

Top Hashtags in Tweet in G4:
[3] propublica
[3] politicsand
[3] feedly
[2] borderwall
[2] trumpfailsamerica
[2] portlandprotests
[1] demcastwa
[1] demcastor
[1] demcast
[1] mexico

Top Hashtags in Tweet in G7:
[2] thewall
[1] fakenewsmedia
[1] votebluetosaveamerica
[1] hanna
[1] txlege

Top Hashtags in Tweet in G8:
[1] portlandprotest
[1] demcast

Top Hashtags in Tweet in G10:
[1] unroll

Top Words
Top Words in Tweet in Entire Graph:
[2629] propublica
[1271] police
[1077] texastribune
[887] videos
[763] 68
[643] protests
[593] during
[574] hurricane
[563] hanna
[548] violence

Top Words in Tweet in G1:
[1149] propublica
[274] police
[233] protesters
[199] public
[192] trump
[190] federal
[179] videos
[165] wall
[159] hurricane
[158] border

Top Words in Tweet in G2:
[986] texastribune
[733] propublica
[370] cracks
[326] hurricane
[319] hanna
[311] gaping
[308] holes
[303] banks
[302] rio
[302] grande

Top Words in Tweet in G3:
[406] moizsyed
[401] police
[400] violence
[399] 68
[392] videos
[391] egregious
[391] viral
[391] during
[391] protests
[390] tracked

Top Words in Tweet in G4:
[89] police
[74] propublica
[41] protests
[40] protesters
[39] happened
[37] very
[36] far
[36] constitutional
[35] filmed
[35] hurting

Top Words in Tweet in G5:
[253] police
[250] tracking
[250] happens
[250] use
[250] force
[250] protestors
[243] 68
[243] videos
[241] show
[241] clear

Top Words in Tweet in G6:
[200] dlind
[68] condition
[64] original
[62] piece
[62] federal
[62] missed
[60] propublica
[56] release
[54] banned
[49] those

Top Words in Tweet in G7:
[141] propublica
[72] trump
[62] supposed
[60] texastribune
[59] charlesornstein
[55] perla_trevizo
[54] go
[54] workers
[53] administration
[53] allowed

Top Words in Tweet in G8:
[53] protesters
[41] police
[39] happened
[37] constitutional
[36] filmed
[36] hurting
[36] far
[36] very
[36] little
[35] ardent

Top Words in Tweet in G9:
[73] read
[73] deep
[73] dive
[73] ccp
[73] disinformation
[72] robert_spalding

Top Words in Tweet in G10:
[80] gingerthomp1
[62] propublica
[57] federal
[56] mexico
[53] grand
[53] jury
[52] learned
[52] two
[52] former
[52] leaders

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[549] hurricane,hanna
[512] violence,during
[505] videos,police
[441] gaping,holes
[427] police,violence
[421] viral,videos
[413] holes,waist
[408] 68,egregious
[408] black,lives
[408] lives,matter

Top Word Pairs in Tweet in G1:
[155] hurricane,hanna
[155] border,wall
[153] hanna,dumped
[153] dumped,torrential
[153] torrential,rainfall
[153] wall,trump
[153] trump,supporters
[153] supporters,built
[153] built,leaving
[153] leaving,gaping

Top Word Pairs in Tweet in G2:
[367] texastribune,propublica
[313] hurricane,hanna
[308] gaping,holes
[302] banks,rio
[302] rio,grande
[300] holes,waist
[298] hanna,left
[298] left,gaping
[298] waist,deep
[298] deep,cracks

Top Word Pairs in Tweet in G3:
[391] viral,videos
[391] violence,during
[390] tracked,down
[390] down,68
[390] 68,egregious
[390] egregious,viral
[390] videos,police
[390] police,violence
[390] during,recent
[390] recent,black

Top Word Pairs in Tweet in G4:
[35] happened,police
[35] police,filmed
[35] filmed,hurting
[35] hurting,protesters
[35] protesters,far
[35] far,very
[35] very,little
[32] defendant,shall
[32] shall,attend
[32] attend,protests

Top Word Pairs in Tweet in G5:
[250] tracking,happens
[250] happens,police
[250] police,use
[250] use,force
[250] force,protestors
[241] protestors,68
[241] 68,videos
[241] videos,show
[241] show,clear
[241] clear,apparent

Top Word Pairs in Tweet in G6:
[61] original,piece
[56] condition,release
[48] none,defendants
[48] defendants,banned
[48] banned,protesting
[48] protesting,condition
[48] release,nobody
[48] piece,those
[48] those,missed
[47] dlind,none

Top Word Pairs in Tweet in G7:
[53] trump,administration
[53] administration,allowed
[53] allowed,aviation
[53] aviation,companies
[53] companies,keep
[53] keep,relief
[53] relief,money
[53] money,supposed
[53] supposed,go
[53] go,workers

Top Word Pairs in Tweet in G8:
[36] happened,police
[36] police,filmed
[36] filmed,hurting
[36] hurting,protesters
[36] protesters,far
[36] far,very
[36] very,little
[35] ardent,constitutional
[35] constitutional,defenders
[35] defenders,full

Top Word Pairs in Tweet in G9:
[73] read,deep
[73] deep,dive
[73] dive,ccp
[73] ccp,disinformation
[72] robert_spalding,read

Top Word Pairs in Tweet in G10:
[54] gingerthomp1,propublica
[53] grand,jury
[52] propublica,learned
[52] learned,federal
[52] federal,grand
[52] former,leaders
[52] leaders,mexico
[51] jury,morning
[51] morning,indicted
[51] indicted,two

Top Replied-To
Top Replied-To in Entire Graph:
@texastribune
@propublica
@philipsna
@nbcnews
@aarp
@pissedgoddess_
@realdonaldtrump
@liberals_r_lame
@perla_trevizo
@samsanders

Top Replied-To in G1:
@propublica
@samsanders
@1_cor_1_18_31
@jackgillum
@rfarc9
@jodiscohen
@ajplus
@robertwmruedii
@annecj1
@joanmbrenner1

Top Replied-To in G2:
@texastribune
@propublica
@pissedgoddess_
@realdonaldtrump
@liberals_r_lame
@carrie020774
@antoniohorses
@aynrandpaulryan
@julielinden5
@pamelamosquito

Top Replied-To in G3:
@moizsyed
@katiezavadski
@propublica

Top Replied-To in G5:
@uws_gal

Top Replied-To in G6:
@nickmmark
@cnn
@dlind
@meghann
@elainedc12
@newsweek
@passingashuman
@criscre123
@struthpills
@drew_xray

Top Replied-To in G7:
@nbcnews
@propublica
@texastribune
@perla_trevizo
@simonjiandan
@manny_garcia1
@mike_hixenbaugh
@limlouisa
@jeffykao
@tinamorphis

Top Replied-To in G10:
@texastribune
@donheegel
@gingerthomp1
@threadreaderapp

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@texastribune
@moizsyed
@redtraccoon
@dlind
@gingerthomp1
@robert_spalding
@laikenjordahl
@charlesornstein
@abegoldfarb

Top Mentioned in G1:
@propublica
@ryanjreilly
@greg_doucette
@nytimes
@cbsthismorning
@texastribune
@jaketapper
@juddapatow
@attorneycrump
@dlind

Top Mentioned in G2:
@texastribune
@propublica
@laikenjordahl
@realdonaldtrump
@cmerfy
@ericextempore
@pissedgoddess_
@projectlincoln
@missingoutside
@julielinden5

Top Mentioned in G3:
@moizsyed
@zipporahosei
@propublica
@mrsimon22
@lhwaldron
@schwanksta
@kirstenberg
@katiezavadski
@electionland
@colocha_rachel

Top Mentioned in G4:
@stefmayopghohio
@fppunohureport
@larryne20447734
@sherpeace
@amateurebutter
@ngiolitto

Top Mentioned in G5:
@redtraccoon
@kenwardjr
@ladyred1956
@propublica
@texastribune
@moizsyed

Top Mentioned in G6:
@dlind
@propublica
@meghann
@passingashuman
@cnn
@texastribune
@newsweek
@nickmmark
@charlesornstein
@boiseboone

Top Mentioned in G7:
@propublica
@charlesornstein
@texastribune
@perla_trevizo
@nbcnews
@jinatx
@jeffykao
@evanasmith
@renee_dudley
@mike_hixenbaugh

Top Mentioned in G8:
@thetnholler
@realtuckfrumper
@demwrite
@texastribune
@drdignity
@propublica
@exposedbycmd

Top Mentioned in G9:
@robert_spalding

Top Mentioned in G10:
@gingerthomp1
@propublica
@threadreaderapp
@aaronsguerra
@carolallred8
@criscre123
@texastribune
@dlind
@moizsyed
@babyboomerwritr

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@the_news_diva
@dichristine
@immoralreport
@crewislife
@tinamarie_80s
@threadreaderapp
@comcastcares
@1denmadrid
@joleonbusby

Top Tweeters in G1:
@dichristine
@crewislife
@tinamarie_80s
@bannerite
@rxbun
@derekjohnbryant
@backstorymom1
@kenkircher1
@ungubunugu1274
@kimvie

Top Tweeters in G2:
@1denmadrid
@homegypsy
@lechatnoire4
@justwhatnowwhy
@teram323tere
@flowsandolini
@jjj5819
@frecklesxx20
@res911cue
@ken_crichlow

Top Tweeters in G3:
@netminnow
@mastaofmp3s
@krysilove
@peach_pimp
@digyoursoul
@aspeed
@shirleydebalsi
@_itsmarisworld_
@anne_tappe
@finaloverdrive

Top Tweeters in G4:
@the_news_diva
@schestowitz
@arishmaryshow
@yananous
@memeorandum
@zulaqi
@wildwestpie
@danwibg
@centsible
@vajapeyam

Top Tweeters in G5:
@mayirmamay14
@damonbethea1
@bethsinniresist
@cotey_mary
@24baseballreed
@johnapp63499667
@blubdha
@cathyjoegpt
@empnew
@dawnroseturner

Top Tweeters in G6:
@mharvey816
@bkindngood
@linda1746
@huffpost
@tigerbeat
@redboybroken
@deathtocrazy
@aziegler
@liskaaz
@morr_1980

Top Tweeters in G7:
@joleonbusby
@riskyliberal
@amyayers16
@tinamorphis
@thetobster111
@spsot
@kw1979
@samuel6210
@patty_hawthorne
@nbcnews

Top Tweeters in G8:
@pgrandee10
@maryfabulous3
@jo_kwanghee_07
@ladyoldandgray
@grandma_shelia
@cscstars
@mr_jj_cakes
@ladylovesbats
@realtuckfrumper
@gingerhenny

Top Tweeters in G9:
@lyn1350
@rag_koko
@ymchoi2
@mcm_ct
@peterconet
@biblecollege_
@alexand57587644
@baby_blue_2013
@chipedin
@lizzyclassical

Top Tweeters in G10:
@threadreaderapp
@soccermom1517
@pinara1
@hectorsmx
@questoyquelotro
@candacetx
@carmenacoleman
@samjb
@iamfer_1
@weswolfetf