Propublica, Twitter, 11/5/2021 1:07:28 PM, 265544


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Propublica_2021-11-05_05-35-12.xlsx
Propublica_2021-11-05_05-35-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 05, 2021
Short Description:
Propublica via NodeXL https://bit.ly/301mN7F
@propublica
@avakofman
@charlesornstein
@maddow
@adamhsays
@carolineylchen
@juliusgoat
@a_l
@radleybalko
@hondanhon

Top hashtags:
#pollution
#airpollution
#environmentaljustice
#cancer
#smartnews
#environment
#cop26

Description:
Description
The graph represents a network of 6,643 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, 05 November 2021 at 12:58 UTC.

The requested start date was Friday, 05 November 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 11-hour, 9-minute period from Monday, 01 November 2021 at 04:26 UTC to Wednesday, 03 November 2021 at 15:36 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 : 6643
Unique Edges : 4069
Edges With Duplicates : 13363
Total Edges : 17432
Number of Edge Types : 5
Retweet : 5963
MentionsInRetweet : 8390
Replies to : 431
Tweet : 1070
Mentions : 1578
Self-Loops : 1101
Reciprocated Vertex Pair Ratio : 0.0101299273287822
Reciprocated Edge Ratio : 0.0200566819271855
Connected Components : 764
Single-Vertex Connected Components : 550
Maximum Vertices in a Connected Component : 5339
Maximum Edges in a Connected Component : 15765
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.333088
Graph Density : 0.000207919686703516
Modularity : 0.413486
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,643 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, 05 November 2021 at 12:58 UTC.

The requested start date was Friday, 05 November 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 11-hour, 9-minute period from Monday, 01 November 2021 at 04:26 UTC to Wednesday, 03 November 2021 at 15:36 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:
[370] https://projects.propublica.org/toxmap/
[311] https://www.propublica.org/article/toxmap-poison-in-the-air
[154] https://www.propublica.org/article/babies-are-dying-of-syphilis-its-100-preventable
[74] https://www.propublica.org/article/burrs-brother-in-law-called-stock-broker-one-minute-after-getting-off-phone-with-senator
[56] https://twitter.com/propublica/status/1455460481141989376
[52] https://www.propublica.org/article/salmonella-chicken-usda-food-safety
[45] https://www.propublica.org/article/dozens-of-traumatized-afghan-kids-struggle-inside-a-shelter-thats-ill-equipped-to-care-for-them
[36] https://twitter.com/propublica/status/1454886464433659905
[32] https://www.propublica.org/article/how-we-created-the-most-detailed-map-ever-of-cancer-causing-industrial-air-pollution
[28] https://www.propublica.org/article/theres-no-cheap-way-to-deal-with-the-climate-crisis

Top URLs in Tweet in G1:
[51] https://www.propublica.org/article/toxmap-poison-in-the-air
[29] https://projects.propublica.org/toxmap/
[8] https://twitter.com/charlesornstein/status/1455472203412254727
[7] https://www.propublica.org/article/babies-are-dying-of-syphilis-its-100-preventable
[6] https://twitter.com/propublica/status/1454886464433659905
[6] https://www.propublica.org/article/how-we-created-the-most-detailed-map-ever-of-cancer-causing-industrial-air-pollution
[6] https://twitter.com/AvaKofman/status/1455489871724883970
[5] https://www.propublica.org/article/salmonella-chicken-usda-food-safety
[4] https://twitter.com/avakofman/status/1455489871724883970
[4] https://projects.propublica.org/toxmap/?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river

Top URLs in Tweet in G2:
[46] https://www.propublica.org/article/toxmap-poison-in-the-air
[38] https://projects.propublica.org/toxmap/
[18] https://www.propublica.org/article/babies-are-dying-of-syphilis-its-100-preventable
[16] https://www.propublica.org/article/theres-no-cheap-way-to-deal-with-the-climate-crisis
[13] https://www.propublica.org/article/how-we-created-the-most-detailed-map-ever-of-cancer-causing-industrial-air-pollution
[11] https://www.propublica.org/article/dozens-of-traumatized-afghan-kids-struggle-inside-a-shelter-thats-ill-equipped-to-care-for-them
[7] https://www.propublica.org/article/can-air-pollution-cause-cancer-risks
[4] https://twitter.com/propublica/status/1455460481141989376
[4] https://www.propublica.org/article/black-children-were-jailed-for-a-crime-that-doesnt-exist
[3] https://www.propublica.org/article/what-could-happen-if-a-9.4-billion-chemical-plant-comes-to-cancer-alley

Top URLs in Tweet in G3:
[113] https://www.propublica.org/article/toxmap-poison-in-the-air
[93] https://projects.propublica.org/toxmap/
[67] https://www.propublica.org/article/babies-are-dying-of-syphilis-its-100-preventable
[29] https://www.propublica.org/article/salmonella-chicken-usda-food-safety
[20] https://twitter.com/propublica/status/1454886464433659905
[17] https://twitter.com/propublica/status/1455460481141989376
[14] https://twitter.com/propublica/status/1455098032979169285
[13] https://twitter.com/propublica/status/1455460480873639938
[10] https://www.propublica.org/article/burrs-brother-in-law-called-stock-broker-one-minute-after-getting-off-phone-with-senator
[9] https://www.propublica.org/article/scammers-are-using-fake-job-ads-to-steal-peoples-identities

Top URLs in Tweet in G4:
[37] https://projects.propublica.org/toxmap/
[10] https://www.propublica.org/article/toxmap-poison-in-the-air
[3] https://www.propublica.org/article/babies-are-dying-of-syphilis-its-100-preventable
[1] https://www.propublica.org/article/lawmakers-call-for-immediate-action-at-chicago-shelter-housing-afghan-children
[1] https://projects.propublica.org/chicken/
[1] https://www.propublica.org/article/florida-program-to-aid-brain-damaged-kids-often-told-families-no-its-promising-to-change
[1] https://www.propublica.org/article/do-you-have-an-idea-for-an-investigative-project-based-in-colorado-we-want-to-hear-from-you
[1] https://www.propublica.org/article/salmonella-chicken-usda-food-safety
[1] https://twitter.com/propublica/status/1455460481141989376
[1] https://www.npr.org/2021/11/01/1051215631/scammers-are-stealing-identities-with-fake-job-ads

Top URLs in Tweet in G5:
[2] https://projects.propublica.org/toxmap/
[1] https://www.propublica.org/article/burrs-brother-in-law-called-stock-broker-one-minute-after-getting-off-phone-with-senator
[1] https://www.charlotteobserver.com/opinion/article255388331.html
[1] https://www.msnbc.com/rachel-maddow-show/senate-republican-faces-sec-probe-over-controversial-stock-trades-n1282702
[1] https://projects.propublica.org/nonprofits/organizations/452324423
[1] https://projects.propublica.org/nonprofits/organizations/202575367
[1] https://twitter.com/tentoads4truth/status/1455168934223568899
[1] https://twitter.com/charlesornstein/status/1455472203412254727
[1] https://www.propublica.org/article/toxmap-poison-in-the-air

Top URLs in Tweet in G6:
[6] https://www.propublica.org/article/trump-friends-and-family-cleared-for-millions-in-small-business-bailout
[3] https://twitter.com/propublica/status/1455546267992481796
[2] https://www.cancer.gov/news-events/cancer-currents-blog/2021/opioids-cancer-pain-end-of-life
[1] https://twitter.com/BUYJUSDIFFERENT/status/1454459997723758599
[1] https://twitter.com/propublica/status/1454620982040268800
[1] https://www.propublica.org/article/national-debt-trump/amp
[1] https://www.propublica.org/article/salmonella-chicken-usda-food-safety
[1] https://www.propublica.org/article/burrs-brother-in-law-called-stock-broker-one-minute-after-getting-off-phone-with-senator
[1] https://twitter.com/Prison_Health/status/1455713841178763265?s=20
[1] https://twitter.com/propublica/status/1204491630855761921?s=21

Top URLs in Tweet in G7:
[19] https://www.propublica.org/article/dozens-of-traumatized-afghan-kids-struggle-inside-a-shelter-thats-ill-equipped-to-care-for-them
[5] https://projects.propublica.org/toxmap/
[4] https://www.propublica.org/article/toxmap-poison-in-the-air
[3] https://www.propublica.org/article/lawmakers-call-for-immediate-action-at-chicago-shelter-housing-afghan-children
[3] https://www.propublica.org/article/babies-are-dying-of-syphilis-its-100-preventable
[2] https://www.propublica.org/tips/pollution/
[2] https://www.propublica.org/series/driven-into-debt
[2] https://news.wttw.com/2021/11/01/propublica-report-finds-immigration-center-staff-ill-equipped-care-afghan-youth
[1] https://www.propublica.org/article/can-air-pollution-cause-cancer-risks
[1] https://www.propublica.org/article/how-we-created-the-most-detailed-map-ever-of-cancer-causing-industrial-air-pollution

Top URLs in Tweet in G8:
[7] https://www.propublica.org/article/babies-are-dying-of-syphilis-its-100-preventable
[5] https://www.propublica.org/article/toxmap-poison-in-the-air
[1] https://twitter.com/AvaKofman/status/1455489871724883970
[1] https://www.propublica.org/article/theres-no-cheap-way-to-deal-with-the-climate-crisis
[1] https://www.propublica.org/article/national-debt-trump
[1] https://www.propublica.org/article/hes-a-liar-a-con-artist-and-a-snitch-his-testimony-could-soon-send-a-man-to-his-death

Top URLs in Tweet in G9:
[8] https://twitter.com/propublica/status/1455460481141989376
[1] https://twitter.com/propublica/status/1454886464433659905

Top URLs in Tweet in G10:
[4] https://projects.propublica.org/toxmap/
[2] https://www.propublica.org/article/toxmap-poison-in-the-air
[2] https://twitter.com/propublica/status/1454886464433659905
[2] https://www.propublica.org/article/dozens-of-traumatized-afghan-kids-struggle-inside-a-shelter-thats-ill-equipped-to-care-for-them
[2] https://twitter.com/propublica/status/1455014445067948035
[1] https://bit.ly/3CwgTtk
[1] https://www.propublica.org/article/salmonella-chicken-usda-food-safety
[1] https://www.propublica.org/tips/pollution/
[1] https://www.propublica.org/article/can-air-pollution-cause-cancer-risks
[1] https://www.propublica.org/article/how-we-created-the-most-detailed-map-ever-of-cancer-causing-industrial-air-pollution

Top Domains
Top Domains in Tweet in Entire Graph:
[1474] propublica.org
[320] twitter.com
[53] propub.li
[29] bit.ly
[21] apple.news
[15] france24.com
[7] buff.ly
[7] bloomberg.com
[6] houstonchronicle.com
[6] lnkd.in

Top Domains in Tweet in G1:
[136] propublica.org
[61] twitter.com
[53] propub.li
[3] mountainstatespotlight.org
[3] nie.mn
[2] trib.al
[2] wikipedia.org
[1] bit.ly
[1] phys.org
[1] epa.gov

Top Domains in Tweet in G2:
[181] propublica.org
[34] twitter.com
[2] houstonchronicle.com
[2] bit.ly
[1] ajc.com
[1] n.pr
[1] trib.al
[1] slate.com
[1] the1a.org
[1] phlebotomycareertraining.org

Top Domains in Tweet in G3:
[464] propublica.org
[108] twitter.com
[13] apple.news
[6] lnkd.in
[6] smartnews.com
[4] ift.tt
[2] briefly.co
[2] wttw.com
[2] esquire.com
[2] abc7.com

Top Domains in Tweet in G4:
[56] propublica.org
[3] twitter.com
[1] npr.org

Top Domains in Tweet in G5:
[6] propublica.org
[2] twitter.com
[1] charlotteobserver.com
[1] msnbc.com

Top Domains in Tweet in G6:
[14] twitter.com
[14] propublica.org
[2] cancer.gov
[1] trib.al

Top Domains in Tweet in G7:
[43] propublica.org
[4] twitter.com
[3] wttw.com
[1] buff.ly

Top Domains in Tweet in G8:
[15] propublica.org
[1] twitter.com

Top Domains in Tweet in G9:
[9] twitter.com

Top Domains in Tweet in G10:
[15] propublica.org
[6] twitter.com
[1] bit.ly
[1] americanoversight.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[27] pollution
[26] airpollution
[23] environmentaljustice
[21] cancer
[15] smartnews
[11] environment
[11] cop26
[10] publichealth
[9] epa
[8] propublica



Top Hashtags in Tweet in G1:
[6] publichealth
[6] cancer
[6] airpollution
[5] pollution
[5] cop26
[4] environmental
[4] chemistry
[4] epa
[4] environmentaljustice
[3] texas

Top Hashtags in Tweet in G2:
[3] pollution
[3] syphilis
[2] dataviz
[2] journalism
[2] longreads
[2] pointok
[2] publichealth
[2] air
[1] buildbackbetteract
[1] cop26

Top Hashtags in Tweet in G3:
[10] smartnews
[7] pollution
[6] environmentaljustice
[5] cancer
[5] airpollution
[4] map
[3] salmonella
[3] environment
[3] air
[3] climatejustice

Top Hashtags in Tweet in G4:
[2] rainforest
[1] greatresignation
[1] alaska
[1] protect
[1] arctic
[1] environment
[1] climateemergency

Top Hashtags in Tweet in G5:
[4] visionamericamobilized
[4] evangchr4
[3] alhartman
[3] visionamericaaction
[3] johngraves
[3] rickscarborough
[1] kochnetwork
[1] councilfornationalpolicy

Top Hashtags in Tweet in G6:
[3] cuomo
[3] gop
[3] maga
[2] 2yrs2long
[2] exhausted
[2] bansalmonella
[1] goptaxscam
[1] virginia
[1] perdueanimalcare
[1] thanksgivingdinner

Top Hashtags in Tweet in G7:
[7] afghan
[6] chicago
[1] afghanrefugees
[1] afghanistan

Top Hashtags in Tweet in G8:
[2] wrongfulconvictionday
[2] jamesdailey
[1] freejamesdailey

Top Hashtags in Tweet in G10:
[4] propublica
[2] pollution
[1] ncpol
[1] ncga

Top Words
Top Words in Tweet in Entire Graph:
[4043] propublica
[2257] air
[2091] epa
[1383] avakofman
[1283] cancer
[1230] toxic
[1121] spread
[1101] mapped
[1033] before
[1004] never

Top Words in Tweet in G1:
[2370] propublica
[1217] epa
[1197] air
[1028] avakofman
[965] spread
[936] mapped
[881] before
[834] toxic
[787] done
[783] analysis

Top Words in Tweet in G2:
[420] propublica
[342] epa
[274] a_l
[268] avakofman
[244] lyllayounes
[196] air
[164] carolineylchen
[161] syphilis
[153] industrial
[141] pollution

Top Words in Tweet in G3:
[190] air
[133] propublica
[109] cancer
[100] pollution
[96] itâ
[84] poison
[79] map
[78] industrial
[75] syphilis
[75] causing

Top Words in Tweet in G4:
[256] charlesornstein
[199] epa
[178] allows
[177] polluters
[176] turn
[176] neighborhoods
[176] œsacrifice
[176] zonesâ
[176] residents
[176] breathe

Top Words in Tweet in G5:
[266] propublica
[262] richard
[262] burr
[261] senator
[258] maddow
[221] north
[221] carolina
[219] following
[219] last
[219] week's

Top Words in Tweet in G6:
[80] propublica
[36] salmonella
[25] potus
[23] usda
[22] turkey
[21] ground
[21] tealtan
[19] found
[18] purchased
[18] halsey

Top Words in Tweet in G7:
[123] propublica
[108] epa
[87] air
[77] pollution
[77] cancer
[74] industrial
[62] reporting
[58] causing
[55] reportertopher
[55] effectively

Top Words in Tweet in G8:
[139] air
[133] toxic
[131] pollution
[128] tracts
[128] cancer
[128] more
[127] œin
[127] predominantly
[127] black
[127] census

Top Words in Tweet in G9:
[127] œsacrifice
[127] zonesâ
[120] phrase
[120] result
[120] genocide
[120] hearings
[119] juliusgoat
[14] more
[13] again
[12] think

Top Words in Tweet in G10:
[64] theobserver
[63] richard
[63] burr
[63] sen
[61] impact
[59] icymi
[59] according
[59] sec
[59] material
[59] nonpublic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1191] toxic,air
[1071] mapped,spread
[918] propublica,mapped
[895] never,done
[895] done,before
[884] spread,toxic
[873] analysis,never
[864] epa,propublica
[863] undertook,analysis
[862] before,epa

Top Word Pairs in Tweet in G1:
[935] mapped,spread
[829] toxic,air
[781] propublica,mapped
[776] never,done
[776] done,before
[763] spread,toxic
[759] undertook,analysis
[759] analysis,never
[759] before,epa
[759] epa,propublica

Top Word Pairs in Tweet in G2:
[126] two,years
[116] air,pollution
[116] spent,two
[116] years,analyzing
[116] analyzing,billions
[107] toxic,air
[89] lyllayounes,a_l
[87] another,example
[86] babies,dying
[85] latest,babies

Top Word Pairs in Tweet in G3:
[89] air,pollution
[83] poison,air
[72] cancer,causing
[69] industrial,air
[67] babies,dying
[67] causing,industrial
[66] 100,preventable
[65] dying,syphilis
[65] itâ,100
[63] syphilis,itâ

Top Word Pairs in Tweet in G4:
[178] epa,allows
[176] allows,polluters
[176] polluters,turn
[176] turn,neighborhoods
[176] neighborhoods,œsacrifice
[176] œsacrifice,zonesâ
[176] zonesâ,residents
[176] residents,breathe
[175] breathe,carcinogens
[171] charlesornstein,epa

Top Word Pairs in Tweet in G5:
[262] richard,burr
[260] senator,richard
[221] burr,north
[221] north,carolina
[219] following,last
[219] last,week's
[219] week's,eye
[219] eye,popping
[219] popping,propublica
[219] propublica,report

Top Word Pairs in Tweet in G6:
[21] propublica,tealtan
[18] tealtan,ground
[18] ground,turkey
[18] turkey,purchased
[18] purchased,halsey
[18] halsey,traders
[18] traders,market
[18] market,brooklyn
[18] brooklyn,high
[18] high,risk

Top Word Pairs in Tweet in G7:
[75] air,pollution
[58] cancer,causing
[58] causing,industrial
[57] industrial,air
[54] breakthrough,reporting
[54] reporting,propublica
[54] propublica,showing
[54] showing,epa
[54] epa,effectively
[54] effectively,cool

Top Word Pairs in Tweet in G8:
[133] toxic,air
[127] œin,predominantly
[127] predominantly,black
[127] black,census
[127] census,tracts
[127] tracts,estimated
[127] estimated,cancer
[127] cancer,risk
[127] risk,toxic
[127] air,pollution

Top Word Pairs in Tweet in G9:
[127] œsacrifice,zonesâ
[120] zonesâ,phrase
[120] phrase,result
[120] result,genocide
[120] genocide,hearings
[119] juliusgoat,œsacrifice
[12] think,hard
[12] hard,guess
[12] guess,exactly
[12] exactly,more

Top Word Pairs in Tweet in G10:
[63] richard,burr
[61] sen,richard
[59] icymi,according
[59] according,sec
[59] sec,sen
[59] burr,material
[59] material,nonpublic
[59] nonpublic,information
[59] information,coronavirus
[59] coronavirus,impact

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@avakofman
@charlesornstein
@abrahml
@1a
@thehill
@theobserver
@nicolefcarr
@redcherry311
@lyllayounes

Top Replied-To in G1:
@propublica
@avakofman
@nicolefcarr
@a_sumbel
@omarsrashad
@ronaldlwillson
@verge
@lyllayounes
@dicktofel
@kenwardjr

Top Replied-To in G2:
@propublica
@1a
@npr
@peterelkind
@mariamaelba
@lyllayounes
@dicktofel
@sarahesmith23
@dantelvock
@a_l

Top Replied-To in G4:
@charlesornstein
@gteah2
@propublica
@tedperl
@brunchalliance

Top Replied-To in G6:
@propublica
@thehill
@georgejoseph94
@nytimes
@nypdshea
@govrondesantis
@thejusticedept
@charlesornstein
@yellomiata
@rdunhamdpic

Top Replied-To in G7:
@avakofman
@reportertopher
@ladyk80
@smmills1960

Top Replied-To in G8:
@avakofman
@repbalderson

Top Replied-To in G10:
@theobserver
@propublica
@indyemapolis
@wholefoods
@charlesornstein
@brettbum

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@avakofman
@a_l
@charlesornstein
@maddow
@lyllayounes
@carolineylchen
@adamhsays

Top Mentioned in G1:
@propublica
@avakofman
@nicolefcarr
@emilyroseman1
@mayatmiller
@mtnstspotlight
@annaleighclark
@charlesornstein
@a_l
@capdisability

Top Mentioned in G2:
@propublica
@a_l
@avakofman
@lyllayounes
@carolineylchen
@mayatmiller
@schwanksta
@lisalsong
@sarahesmith23
@mariamaelba

Top Mentioned in G3:
@phl77
@burntfort
@joniej2016
@mcdutchoven

Top Mentioned in G4:
@charlesornstein
@propublica
@avakofman
@devilstower
@hightechaztec
@aiinonprofit
@ezraroberts98
@cezary

Top Mentioned in G5:
@maddow
@propublica
@yosoyusa
@avakofman

Top Mentioned in G6:
@propublica
@potus
@usda
@tealtan
@vp
@kamalaharris
@flotus
@senatorburr
@senschumer
@presssec

Top Mentioned in G7:
@propublica
@reportertopher
@msanchezmia
@maxblau
@smmills1960
@senatordurbin
@avakofman
@senduckworth
@theyoungcenter
@azitaghanizada

Top Mentioned in G8:
@adamhsays
@propublica
@avakofman
@renissance_1
@rachelposer
@charlesornstein
@bernardi_grazia

Top Mentioned in G9:
@juliusgoat
@saychieeef
@propublica
@adamhsays
@lizziepresser
@charlesornstein
@carolineylchen
@avakofman
@swampwubba

Top Mentioned in G10:
@theobserver
@indyemapolis
@propublica
@richardhine
@charlesornstein
@avakofman
@maddow
@schestowitz
@socalscootergal
@bandler_james

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@threadreaderapp
@dichristine
@rk70534
@cagney1991
@1denmadrid
@_redfrog
@inspiteoftrump
@phillip92321
@bannerite

Top Tweeters in G1:
@cagney1991
@1denmadrid
@bannerite
@sddphoto
@complaymentdo
@lechatnoire4
@b1e56df9ce6549f
@1loriking
@ungubunugu1274
@theresamax

Top Tweeters in G2:
@dichristine
@katcapps
@moreandagain
@cnbsnana
@dart_adams
@senseof_outrage
@tigerbeat
@dsochoa
@utzaake
@huffpost

Top Tweeters in G3:
@denniskoch10
@hautahbuhgee
@drpatfarrell
@mary_swilling
@morrisdusk
@suzanneinlgb
@macbeestje
@shell_loyd
@russfla
@memeorandum

Top Tweeters in G4:
@truthglow
@ubathediplomat
@avonan
@persistentpengn
@nickasavet
@sds_sunlight
@lulu82824
@kskm3
@sfdirewolf
@dmacottawa

Top Tweeters in G5:
@inspiteoftrump
@lllwry
@mrkalman
@mikereesem
@jomajority
@cmargaronis
@newsjunkie60
@yolie_rios
@bob_levitt
@bfm4440

Top Tweeters in G6:
@southwestair
@thehill
@bostonglobe
@nytimes
@odoylecharlotte
@foxnews
@nypost
@washingtonpost
@time
@no2hitting

Top Tweeters in G7:
@rk70534
@frecklesxx20
@joekoffee
@joanisparkles
@m5b1tch
@manyazuba
@jjmplsmn
@jjohnson2u
@kirkmurphy
@4evrstardancer

Top Tweeters in G8:
@manchuriandevil
@llacigart
@noahpinion
@joshtpm
@renissance_1
@blackdynamite85
@blakecanread
@thinkalot
@dalocoengineer
@kalejphoto

Top Tweeters in G9:
@phillip92321
@estarianne
@notacquiescing
@kungfu_grip
@xdaringdamselx
@jay_lee101
@holtarna
@kingdomofwench
@summerasana
@theleftyleftie

Top Tweeters in G10:
@_redfrog
@schestowitz
@coronaupdatebot
@whirledcitizen_
@glynmoody
@masky_jay_hoody
@purrmonsta
@jrtomlinauthor
@spsot
@avildsen


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