Propublica, Twitter, 1/21/2022 2:03:39 PM, 270432


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Propublica_2022-01-21_05-35-13.xlsx
Propublica_2022-01-21_05-35-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3fInEyi
@propublica
@spinart7
@lib_crusher
@maxblau
@stepville
@delavegalaw
@lauriespoon
@shellyrkirchoff
@wpln
@charlesornstein

Top hashtags:
#georgia
#ga
#toxicwaste
#groundwater
#onev1
#dshea
#propublica

Description:
Description
The graph represents a network of 6,953 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, 21 January 2022 at 13:42 UTC.

The requested start date was Friday, 21 January 2022 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 2-day, 19-hour, 51-minute period from Monday, 17 January 2022 at 19:45 UTC to Thursday, 20 January 2022 at 15:37 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 : 6953
Unique Edges : 5156
Edges With Duplicates : 13993
Total Edges : 19149
Number of Edge Types : 5
Retweet : 5558
MentionsInRetweet : 8257
Mentions : 3446
Tweet : 895
Replies to : 993
Self-Loops : 924
Reciprocated Vertex Pair Ratio : 0.0088223632038065
Reciprocated Edge Ratio : 0.0174904195735482
Connected Components : 680
Single-Vertex Connected Components : 428
Maximum Vertices in a Connected Component : 5646
Maximum Edges in a Connected Component : 17544
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.420635
Graph Density : 0.000210541533429204
Modularity : 0.41234
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,953 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, 21 January 2022 at 13:42 UTC.

The requested start date was Friday, 21 January 2022 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 2-day, 19-hour, 51-minute period from Monday, 17 January 2022 at 19:45 UTC to Thursday, 20 January 2022 at 15:37 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:
[212] https://www.propublica.org/article/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[159] https://www.propublica.org/article/how-a-powerful-company-convinced-georgia-to-let-it-bury-toxic-waste-in-groundwater
[57] https://www.propublica.org/article/kidney-failure-emergency-rooms-and-medical-debt-the-unseen-costs-of-food-poisoning
[47] https://www.propublica.org/article/black-children-were-jailed-for-a-crime-that-doesnt-exist
[44] https://twitter.com/propublica/status/1483129708304814082
[42] https://twitter.com/propublica/status/1483631329422069762
[37] https://twitter.com/propublica/status/1481604844733575168
[27] https://www.propublica.org/article/national-debt-trump
[25] https://twitter.com/propublica/status/1482673171786575873
[20] https://www.propublica.org/article/chicagos-race-neutral-traffic-cameras-ticket-black-and-latino-drivers-the-most

Top URLs in Tweet in G1:
[12] https://www.propublica.org/article/a-return-to-robo-signing-jpmorgan-chase-has-unleashed-a-lawsuit-blitz-on-credit-card-customers
[10] https://trib.al/xJaxLYI
[10] https://www.propublica.org/article/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[8] https://trib.al/A8Zn6jK
[7] https://twitter.com/propublica/status/1483631329422069762
[6] https://twitter.com/bykenarmstrong/status/1483588543423270912
[5] https://twitter.com/propublica/status/1483819522289188870
[5] https://www.propublica.org/article/kidney-failure-emergency-rooms-and-medical-debt-the-unseen-costs-of-food-poisoning
[4] https://twitter.com/propublica/status/1483129708304814082
[4] https://twitter.com/propublica/status/1481604844733575168

Top URLs in Tweet in G2:
[67] https://www.propublica.org/article/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[16] https://www.propublica.org/article/how-a-powerful-company-convinced-georgia-to-let-it-bury-toxic-waste-in-groundwater
[6] https://www.propublica.org/article/black-children-were-jailed-for-a-crime-that-doesnt-exist
[5] https://twitter.com/propublica/status/1483631329422069762
[3] https://www.propublica.org/article/a-visionary-without-a-country
[3] https://twitter.com/propublica/status/1481604844733575168
[3] https://twitter.com/propublica/status/1483614475173388289
[2] https://twitter.com/propublica/status/1483671530215284736
[2] https://www.propublica.org/newsletters/the-big-story?source=social
[2] https://twitter.com/wsmv/status/1483112755322314753

Top URLs in Tweet in G3:
[18] https://www.propublica.org/article/how-a-powerful-company-convinced-georgia-to-let-it-bury-toxic-waste-in-groundwater
[15] https://www.propublica.org/article/kidney-failure-emergency-rooms-and-medical-debt-the-unseen-costs-of-food-poisoning
[4] https://trib.al/xJaxLYI
[3] https://www.propublica.org/article/meet-the-customer-service-reps-for-disney-and-airbnb-who-have-to-pay-to-talk-to-you
[3] https://www.propublica.org/article/sense-of-entitlement-rioters-faced-no-consequences-invading-state-capitols-no-wonder-they-turned-to-the-u-s-capitol-next
[3] https://www.propublica.org/article/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[2] https://twitter.com/AGKarlRacine/status/1483857519533600772
[2] https://trib.al/A8Zn6jK
[2] https://www.propublica.org/article/storm-drains-keep-swallowing-people-during-floods
[2] https://www.propublica.org/article/oath-keepers-in-the-state-house-how-a-militia-movement-took-root-in-the-republican-mainstream

Top URLs in Tweet in G4:
[76] https://www.propublica.org/article/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[55] https://www.propublica.org/article/how-a-powerful-company-convinced-georgia-to-let-it-bury-toxic-waste-in-groundwater
[27] https://www.propublica.org/article/kidney-failure-emergency-rooms-and-medical-debt-the-unseen-costs-of-food-poisoning
[19] https://twitter.com/propublica/status/1483631329422069762
[14] https://twitter.com/propublica/status/1483129708304814082
[14] https://twitter.com/propublica/status/1483536462150778882
[12] https://twitter.com/propublica/status/1482673171786575873
[10] https://twitter.com/propublica/status/1481604844733575168
[10] https://www.propublica.org/article/a-visionary-without-a-country
[9] https://twitter.com/propublica/status/1483671530215284736

Top URLs in Tweet in G5:
[7] https://www.propublica.org/article/testing-rape-kits-can-deliver-exonerations-closure-and-cost-savings-why-does-it-still-take-so-long-to-do
[4] https://www.propublica.org/article/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[3] https://www.propublica.org/article/national-debt-trump
[3] https://www.propublica.org/article/how-a-powerful-company-convinced-georgia-to-let-it-bury-toxic-waste-in-groundwater
[3] https://www.propublica.org/article/child-porn-probe-of-billionaire-businessman-denny-sanford-continues-at-state-and-federal-level-court-records-show
[2] https://www.npr.org/2020/10/17/924527679/why-do-nonwhite-georgia-voters-have-to-wait-in-line-for-hours-too-few-polling-pl
[2] https://projects.propublica.org/parler-capitol-videos/
[2] https://twitter.com/propublica/status/1483129708304814082
[1] https://twitter.com/appleinsider/status/1484014658667397121
[1] https://www.propublica.org/article/the-lost-year-what-the-pandemic-cost-teenagers/amp

Top URLs in Tweet in G6:
[4] https://twitter.com/propublica/status/1482673171786575873
[1] https://msmagazine.com/2012/03/31/at-11th-hour-georgia-passes-women-as-livestock-bill/
[1] https://twitter.com/nhannahjones/status/1483187748374724625
[1] https://trib.al/A8Zn6jK

Top URLs in Tweet in G7:
[10] https://www.propublica.org/article/how-a-powerful-company-convinced-georgia-to-let-it-bury-toxic-waste-in-groundwater
[7] https://www.propublica.org/article/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[2] https://cobbcountycourier.com/2022/01/how-a-powerful-company-convinced-georgia-to-let-it-bury-toxic-waste-in-groundwater/
[2] https://www.propublica.org/article/va-shadow-rulers-program-is-trending-towards-red
[1] https://www.propublica.org/series/sunken-costs
[1] https://twitter.com/propublica/status/1483819522289188870
[1] https://www.propublica.org/article/the-dirty-secret-of-americas-clean-dishes
[1] https://twitter.com/yourcallradio/status/1478064084419596290
[1] https://www.georgiahealthnews.com/2022/01/powerful-company-convinced-georgia-bury-toxic-waste-groundwater/
[1] https://the1a.org/segments/local-spotlight-toxic-air-pollution-in-west-virginia/

Top URLs in Tweet in G8:
[6] https://twitter.com/propublica/status/1481604844733575168
[1] https://twitter.com/propublica/status/1482673171786575873

Top URLs in Tweet in G9:
[4] https://twitter.com/propublica/status/1481604844733575168
[3] https://twitter.com/propublica/status/1482673171786575873
[2] https://www.propublica.org/article/to-get-public-assistance-these-single-mothers-are-forced-to-share-intimate-details-about-their-families
[1] https://twitter.com/propublica/status/1483129708304814082
[1] https://www.propublica.org/article/the-nonprofit-college-that-spends-more-on-marketing-than-financial-aid
[1] https://www.propublica.org/article/black-children-were-jailed-for-a-crime-that-doesnt-exist

Top URLs in Tweet in G10:
[5] 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/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[1] https://www.propublica.org/article/black-children-were-jailed-for-a-crime-that-doesnt-exist
[1] https://twitter.com/propublica/status/1483671530215284736
[1] https://projects.propublica.org/politwoops/user/virginiafoxx
[1] https://www.propublica.org/article/how-a-powerful-company-convinced-georgia-to-let-it-bury-toxic-waste-in-groundwater
[1] https://www.propublica.org/article/facebook-hosted-surge-of-misinformation-and-insurrection-threats-in-months-leading-up-to-jan-6-attack-records-show

Top Domains
Top Domains in Tweet in Entire Graph:
[1125] propublica.org
[427] twitter.com
[92] trib.al
[14] apple.news
[6] youtube.com
[5] propub.li
[4] smartnews.com
[4] streetsblog.org
[3] texastribune.org
[3] co.uk

Top Domains in Tweet in G1:
[82] trib.al
[72] propublica.org
[58] twitter.com
[5] propub.li
[2] inquirer.com
[1] forms.fm
[1] zoom.us
[1] texastribune.org
[1] al.com
[1] dispatch.com

Top Domains in Tweet in G2:
[104] propublica.org
[32] twitter.com
[2] wpln.org
[1] trib.al
[1] blackenterprise.com
[1] nbcuacademy.com

Top Domains in Tweet in G3:
[67] propublica.org
[17] twitter.com
[6] trib.al
[2] texastribune.org
[2] ampproject.org
[1] patreon.com
[1] npr.org
[1] espn.com

Top Domains in Tweet in G4:
[317] propublica.org
[159] twitter.com
[12] apple.news
[3] smartnews.com
[2] art19.com
[1] nationalreview.com
[1] fastcompany.com
[1] justthenews.com
[1] co.uk
[1] businessinsider.com

Top Domains in Tweet in G5:
[30] propublica.org
[24] twitter.com
[2] npr.org
[1] nydailynews.com
[1] nanoappsmedical.com
[1] nih.gov
[1] muckrock.com
[1] spotify.com
[1] nyc.gov
[1] time.com

Top Domains in Tweet in G6:
[5] twitter.com
[1] msmagazine.com
[1] trib.al

Top Domains in Tweet in G7:
[25] propublica.org
[9] twitter.com
[2] the1a.org
[2] cobbcountycourier.com
[1] georgiahealthnews.com
[1] gpb.org

Top Domains in Tweet in G8:
[7] twitter.com

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

Top Domains in Tweet in G10:
[10] propublica.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] georgia
[17] ga
[17] toxicwaste
[16] groundwater
[16] onev1
[14] dshea
[13] propublica
[11] plottooverturntheelection
[11] frontline
[10] smartnews



Top Hashtags in Tweet in G1:
[2] wtp
[2] voteblue
[2] chasebank
[1] sd
[1] ga
[1] georgia
[1] toxicwaste
[1] groundwater
[1] onev1
[1] journalism

Top Hashtags in Tweet in G2:
[3] rutherfordcounty
[3] lockherup
[2] prolife
[1] toxicfemales
[1] morningjoe
[1] smh
[1] latino
[1] republicans
[1] democrats
[1] sarcasm

Top Hashtags in Tweet in G3:
[4] latino
[4] republicans
[4] democrats
[4] trumpinc
[3] 1/6/2022 12:00:00 AM
[3] gqpdomesticterrorists
[1] secretirsfiles
[1] longreads
[1] longform
[1] txlege

Top Hashtags in Tweet in G4:
[8] smartnews
[3] climatecrisis
[2] moleg
[2] seditiousconspiracy
[2] chicago
[2] opioid
[2] tennessee
[1] mopolitics
[1] ksleg
[1] kansas

Top Hashtags in Tweet in G5:
[14] dshea
[10] autopilot
[10] cuomo
[9] 2yrs2long
[7] coumo
[6] gop
[5] maga
[3] rigged
[3] justiceinamerica
[2] stopthecoverups

Top Hashtags in Tweet in G6:
[1] txlege

Top Hashtags in Tweet in G7:
[3] environmentaloffenses
[1] gapol
[1] toxics

Top Hashtags in Tweet in G8:
[3] consumerprotection
[3] banksters

Top Hashtags in Tweet in G10:
[4] rutherfordcounty
[1] bigdonna

Top Words
Top Words in Tweet in Entire Graph:
[4544] propublica
[1493] judge
[920] children
[746] texas
[657] bykenarmstrong
[646] georgia
[626] tennessee
[620] wpln
[598] one
[578] plans

Top Words in Tweet in G1:
[1942] propublica
[667] texas
[340] welfare
[336] states
[319] single
[316] 2020
[315] denied
[314] arkansas
[312] mississippi
[312] nebraska

Top Words in Tweet in G2:
[1106] propublica
[816] judge
[583] bykenarmstrong
[547] wpln
[408] hour
[360] plans
[351] announced
[342] story
[312] down
[310] update

Top Words in Tweet in G3:
[325] propublica
[144] trump
[143] hvogell
[143] good
[130] business
[130] time
[129] cezary
[127] york
[127] ag
[127] alleges

Top Words in Tweet in G4:
[80] judge
[76] children
[72] propublica
[69] jailed
[67] tennessee
[67] illegally
[66] georgia
[61] retire
[57] reelection
[56] waste

Top Words in Tweet in G5:
[177] propublica
[76] georgia
[54] potus
[52] time
[50] public
[45] cnn
[44] vp
[43] wait
[41] billdeblasio
[40] found

Top Words in Tweet in G6:
[320] child
[320] support
[320] go
[320] children
[319] more
[317] contrary
[317] popular
[317] understanding
[317] intended
[317] billion

Top Words in Tweet in G7:
[219] georgia
[194] maxblau
[183] power
[171] great
[147] coal
[139] lengths
[136] federal
[136] rule
[135] skirt
[133] gone

Top Words in Tweet in G8:
[221] incredible
[221] lib_crusher
[220] chase
[218] bank
[217] suing
[214] law
[213] agreement
[213] made
[212] feds
[212] actually

Top Words in Tweet in G9:
[148] one
[146] reveal
[146] stepville
[145] information
[144] worst
[143] article
[143] brings
[143] parts
[143] trying
[143] receive

Top Words in Tweet in G10:
[122] propublica
[111] votegloriaj
[107] campbelltn20
[97] thetnholler
[80] following
[78] video
[78] showed
[78] yesterday
[78] reports
[78] efforts

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[471] hour,propublica
[441] propublica,wpln
[426] judge,donna
[393] illegally,jailed
[390] jailed,children
[389] tennessee,judge
[388] judge,illegally
[367] donna,scott
[367] scott,davenport
[363] judge,announced

Top Word Pairs in Tweet in G1:
[314] propublica,states
[312] states,texas
[312] texas,mississippi
[312] mississippi,arkansas
[312] arkansas,nebraska
[312] nebraska,denied
[312] denied,90
[312] 90,welfare
[312] welfare,applicants
[312] applicants,2020

Top Word Pairs in Tweet in G2:
[408] hour,propublica
[388] propublica,wpln
[311] judge,announced
[310] update,hour
[310] propublica,posted
[310] posted,story
[310] story,judge
[310] announced,plans
[310] plans,step
[310] step,down

Top Word Pairs in Tweet in G3:
[127] york,ag
[127] ag,alleges
[127] alleges,trump
[127] trump,business
[127] business,inflated
[127] inflated,property
[127] property,values
[127] values,good
[127] good,time
[127] time,revisit

Top Word Pairs in Tweet in G4:
[63] tennessee,judge
[62] illegally,jailed
[62] jailed,children
[61] judge,illegally
[52] toxic,waste
[52] children,plans
[52] plans,retire
[52] seek,reelection
[51] retire,seek
[50] convinced,georgia

Top Word Pairs in Tweet in G5:
[41] potus,vp
[39] georgia,public
[39] public,broadcasting
[39] broadcasting,propublica
[39] propublica,found
[39] found,average
[39] average,wait
[39] wait,time
[33] time,georgia
[33] georgia,51

Top Word Pairs in Tweet in G6:
[320] child,support
[317] contrary,popular
[317] popular,understanding
[317] understanding,child
[317] support,intended
[317] intended,go
[317] go,children
[317] children,more
[317] more,billion
[316] spinart7,contrary

Top Word Pairs in Tweet in G7:
[179] georgia,power
[139] great,lengths
[135] skirt,federal
[135] federal,rule
[133] power,gone
[133] gone,great
[133] lengths,skirt
[133] rule,requiring
[133] requiring,coal
[133] coal,plants

Top Word Pairs in Tweet in G8:
[212] incredible,feds
[212] feds,actually
[212] actually,entered
[212] entered,agreement
[212] agreement,chase
[212] chase,bank
[212] bank,made
[212] made,swear
[212] swear,follow
[212] follow,law

Top Word Pairs in Tweet in G9:
[143] article,brings
[143] brings,one
[143] one,worst
[143] worst,parts
[143] parts,trying
[143] trying,receive
[143] receive,cash
[143] cash,assistance
[143] assistance,tanf
[143] tanf,reveal

Top Word Pairs in Tweet in G10:
[87] votegloriaj,campbelltn20
[78] following,video
[78] video,showed
[78] showed,yesterday
[78] yesterday,propublica
[78] propublica,reports
[78] reports,efforts
[78] efforts,votegloriaj
[77] thetnholler,following
[40] rutherford,county

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@bykenarmstrong
@charlesornstein
@wpln
@nycmayor
@russellsieg
@dilsquiggle
@gingerthomp1
@billdeblasio
@frontlinepbs

Top Replied-To in G1:
@propublica
@realpat97799680
@deaf_girl27
@paulsorrentino3
@sopwith0913
@realityismybff
@israelkafka
@joelbayan
@petiiker
@peachtimes_

Top Replied-To in G2:
@bykenarmstrong
@propublica
@charlesornstein
@wpln
@phlu
@elektra6618
@smmills1960
@skrutsick
@undersharer
@ozonegal_

Top Replied-To in G3:
@propublica
@shoedaydreams
@ariana_tobin
@amberschmidtke
@teuskat
@phoenix_blue
@willoremus
@bmyeung
@ariseworkfrhome
@ennasuite

Top Replied-To in G5:
@nycmayor
@billdeblasio
@propublica
@castla
@meowmeow4m4a
@watchthecops
@vp
@aptpaction
@attorneycrump
@nypdpc

Top Replied-To in G6:
@dilsquiggle
@propublica
@wbsentinelnews
@frankieface15
@rdsathene
@maryelynn
@sjaustex
@reeseer1
@stip_buck

Top Replied-To in G7:
@maxblau
@charlesornstein
@bluestein
@propublica
@kenwardjr
@lincolnsbible

Top Replied-To in G8:
@lisannwachukwu
@alyeth_
@bjtobacco
@tradnorm
@propublica
@lib_crusher

Top Replied-To in G9:
@stepville
@sarahljaffe
@propublica

Top Replied-To in G10:
@thetnholler
@virginiafoxx
@katieogrady4
@repashleyhinson
@gop
@propublica
@gopleader
@theboroholler

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@wpln
@bykenarmstrong
@spinart7
@lib_crusher
@maxblau
@charlesornstein
@hvogell
@stepville
@cezary

Top Mentioned in G1:
@propublica
@basf
@alexanderchee
@myersnews
@kelly2277
@bykenarmstrong
@katiecampbell
@grovesprof
@patrickmrucker
@capitol_forum

Top Mentioned in G2:
@propublica
@wpln
@bykenarmstrong
@charlesornstein
@meribah
@alexistmarshall
@mytwinmn
@hvogell
@carolineylchen
@smmills1960

Top Mentioned in G3:
@propublica
@hvogell
@cezary
@georgiapower
@mrym_jml
@ariana_tobin
@agkarlracine
@comcast
@bykenarmstrong
@justinelliott

Top Mentioned in G4:
@restructures
@traveljunkie21
@irma5913

Top Mentioned in G5:
@propublica
@potus
@cnn
@ap
@firewall700
@vp
@nycdhs
@cherijacobus
@govkathyhochul
@greyhoundbus

Top Mentioned in G6:
@spinart7
@propublica
@stip_buck
@peterdaou
@maryelynn
@frankieface15
@reeseer1
@cledallas
@lili_lightly
@opheliarising7

Top Mentioned in G7:
@maxblau
@propublica
@lincolnsbible
@nicolefcarr
@gahealthnews
@kenwardjr
@wpln
@charlesornstein
@lyllayounes
@bykenarmstrong

Top Mentioned in G8:
@lib_crusher
@propublica
@tradnorm
@freedomrideblog
@spinart7
@sensanders
@bykenarmstrong
@my_muslim
@bjtobacco
@maxblau

Top Mentioned in G9:
@stepville
@propublica
@llewellyngreen
@wpln
@maxblau
@spinart7
@greg_doucette
@onelivinglife
@mytwinmn
@themorrancave

Top Mentioned in G10:
@propublica
@votegloriaj
@campbelltn20
@thetnholler
@wpln
@tnsenatedems
@theboroholler
@acheshirealice
@bykenarmstrong
@virginiafoxx

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@missb62
@threadreaderapp
@matthewtwihard
@barntiques859
@dichristine
@mattmurph24
@cagney1991
@1denmadrid
@kat4obama

Top Tweeters in G1:
@barntiques859
@dichristine
@mattmurph24
@cagney1991
@1denmadrid
@manmet80
@dancas2
@mayirmamay14
@katcapps
@jhamby

Top Tweeters in G2:
@backstorymom1
@lehimesa
@akuma_river
@vedehimajumdar
@frecklesxx20
@justwhatnowwhy
@cnbsnana
@enrico056
@fieryreddragon
@roripierpont1

Top Tweeters in G3:
@mharvey816
@lechatnoire4
@theresamax
@tadrow
@jmhamiltonblog
@reneevoicebrand
@cblazblaz
@sherrikuczeryk
@tigerbeat
@cheryl_marlin

Top Tweeters in G4:
@occuworld
@fleming77
@jcmarbury
@breakingnewzman
@bmangh
@bmlewis2
@drpatfarrell
@summer7570
@rosenthalellery
@akaxochi

Top Tweeters in G5:
@missb62
@thehill
@b1e56df9ce6549f
@jfsebastian146
@reuters
@mcdonalds
@ancientbob
@bostonglobe
@nytimes
@foxnews

Top Tweeters in G6:
@wildwalkerwoman
@mastaofmp3s
@wise_diva
@inpoco
@the3jsmom
@beemichelle
@solomonmissouri
@notacquiescing
@theriverwanders
@tinnkky

Top Tweeters in G7:
@givemepie360
@digyoursoul
@aliadair22
@masky_jay_hoody
@carollarue
@ewindham3
@kindlee55
@walkerdl
@nartist
@frannyhelen

Top Tweeters in G8:
@rjber15
@miss_placed_
@bitchyami
@bernieupstateny
@march4progress
@raypride
@mlobrovich
@robbychu
@hitlerpuncher
@stewartsmithtwt

Top Tweeters in G9:
@asher_wolf
@lianabrooks
@mel_storni
@sds_sunlight
@ppiixx
@misskylie77
@wstrohmacher
@datadivajf
@oldfilmsflicker
@weronlystardust

Top Tweeters in G10:
@rhiles2760
@avonan
@tottenbill
@debr3322
@sullyanne1
@stlhd100
@barb_swan
@endtheoligarch
@1snoozyq
@tammyja58005315


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