Propublica, Twitter, 5/27/2022 1:33:54 PM, 277158


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Propublica_2022-05-27_06-05-14.xlsx
Propublica_2022-05-27_06-05-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 27, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3wS42Bj
@propublica
@crewcrew
@joshuapotash
@charlesornstein
@arrianna_planey
@buyjusdifferent
@rarephantom9
@megsnewz
@celerycaraway
@no2hitting

Top hashtags:
#maga
#gop
#onpoli
#autopilot
#data
#datajournalism
#ransomware

Description:
Description
The graph represents a network of 7,024 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, 27 May 2022 at 13:10 UTC.

The requested start date was Friday, 27 May 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 4-day, 2-hour, 26-minute period from Sunday, 22 May 2022 at 13:08 UTC to Thursday, 26 May 2022 at 15:35 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 : 7024
Unique Edges : 5053
Edges With Duplicates : 15630
Total Edges : 20683
Number of Edge Types : 5
Retweet : 5294
MentionsInRetweet : 7699
Mentions : 5610
Replies to : 904
Tweet : 1176
Self-Loops : 1217
Reciprocated Vertex Pair Ratio : 0.0114155251141553
Reciprocated Edge Ratio : 0.0225733634311512
Connected Components : 868
Single-Vertex Connected Components : 535
Maximum Vertices in a Connected Component : 5095
Maximum Edges in a Connected Component : 18072
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.57508
Graph Density : 0.000197569197466054
Modularity : 0.413616
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,024 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, 27 May 2022 at 13:10 UTC.

The requested start date was Friday, 27 May 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 4-day, 2-hour, 26-minute period from Sunday, 22 May 2022 at 13:08 UTC to Thursday, 26 May 2022 at 15:35 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:
[200] https://www.propublica.org/article/illinois-school-police-tickets-fines
[143] https://www.propublica.org/article/salmon-hatcheries-government-climate-change
[142] https://www.propublica.org/article/election-fraud-wisconsin-zuckerbucks-jay-stone
[114] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[96] https://www.propublica.org/article/louisiana-enslaved-grave-sites
[67] https://www.propublica.org/article/pharmaceuticals-pay-doctors-drugs
[54] https://www.propublica.org/article/wrongful-conviction-murder-chicago-police-daniel-taylor
[54] https://projects.propublica.org/politwoops/
[51] https://www.propublica.org/article/air-monitors-alone-wont-save-communities-from-toxic-industrial-air-pollution
[49] https://www.propublica.org/article/ransomware-russia-ukraine-sanctions-ofac-conti

Top URLs in Tweet in G1:
[32] https://trib.al/EOOC0Fi
[19] https://www.propublica.org/article/louisiana-enslaved-grave-sites
[15] https://trib.al/N8Xm6Ut
[11] https://trib.al/jDn4Gxr
[10] https://www.propublica.org/article/election-fraud-wisconsin-zuckerbucks-jay-stone
[9] https://www.propublica.org/article/salmon-hatcheries-government-climate-change
[8] https://trib.al/luPv9eo
[7] https://www.propublica.org/article/ransomware-russia-ukraine-sanctions-ofac-conti
[6] https://projects.propublica.org/graphics/ida-propublica-data-institute
[6] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut

Top URLs in Tweet in G2:
[69] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[39] https://www.propublica.org/article/pharmaceuticals-pay-doctors-drugs
[30] https://www.propublica.org/article/salmon-hatcheries-government-climate-change
[22] https://www.propublica.org/article/election-fraud-wisconsin-zuckerbucks-jay-stone
[22] https://www.propublica.org/article/air-monitors-alone-wont-save-communities-from-toxic-industrial-air-pollution
[16] https://www.propublica.org/article/wrongful-conviction-murder-chicago-police-daniel-taylor
[11] https://trib.al/EOOC0Fi
[9] https://www.propublica.org/article/ransomware-russia-ukraine-sanctions-ofac-conti
[8] https://www.opb.org/article/2022/05/24/pacific-northwest-federal-salmon-hatcheries-declining-returns/
[7] https://www.propublica.org/article/illinois-will-investigate-possible-civil-rights-violations-in-student-ticketing

Top URLs in Tweet in G3:
[74] https://www.propublica.org/article/salmon-hatcheries-government-climate-change
[69] https://www.propublica.org/article/election-fraud-wisconsin-zuckerbucks-jay-stone
[33] https://www.propublica.org/article/louisiana-enslaved-grave-sites
[23] https://www.propublica.org/article/wrongful-conviction-murder-chicago-police-daniel-taylor
[20] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[17] https://www.propublica.org/article/ransomware-russia-ukraine-sanctions-ofac-conti
[14] https://www.propublica.org/article/air-monitors-alone-wont-save-communities-from-toxic-industrial-air-pollution
[12] https://twitter.com/propublica/status/1528151786497970181
[12] https://www.propublica.org/article/pharmaceuticals-pay-doctors-drugs
[9] https://www.propublica.org/article/mississippi-abortion-medicaid-roe-wade-scotus

Top URLs in Tweet in G4:
[14] https://www.reuters.com/world/africa/ethiopia-arrests-4000-amhara-region-crackdown-local-state-media-report-2022-05-23/
[3] https://www.propublica.org/article/national-debt-trump
[3] https://www.propublica.org/article/how-the-red-cross-raised-half-a-billion-dollars-for-haiti-and-built-6-homes
[2] https://gijn.org/2022/04/20/comment-enqueter-sur-la-propagande-par-selfies/
[1] https://twitter.com/alex_g_aga/status/1529822536208244737
[1] https://www.reuters.com/world/africa/ethiopias-amhara-region-authorities-arrest-four-staff-members-media-group-2022-05-22/
[1] https://twitter.com/EthioUniversal/status/1529613767243313152
[1] https://twitter.com/memiasrat/status/1529682015271825409
[1] https://www.retroreport.org/video/as-massacre-survivors-seek-justice-el-salvador-grapples-with-1-000-ghosts/
[1] https://twitter.com/amharawomen_awa/status/1529720489698025472

Top URLs in Tweet in G5:
[11] https://blog.humanesociety.org/2019/12/propublica-reveals-trump-jr-used-u-s-resources-to-hunt-endangered-sheep-in-mongolia.html
[4] https://www.propublica.org/article/trump-inc-podcast-donald-trump-jr-went-to-mongolia-got-special-treatment-from-the-government-and-killed-an-endangered-sheep
[4] https://www.propublica.org/article/national-debt-trump
[2] https://www.propublica.org/article/salmon-hatcheries-government-climate-change
[2] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[2] https://www.propublica.org/article/lets-recall-what-exactly-paul-manafort-and-rudy-giuliani-were-doing-in-ukraine
[1] https://www.propublica.org/article/trump-inc-podcast-taxpayers-covered-liquor-bill-for-trump-staffers-and-more-mar-a-lago/amp
[1] https://twitter.com/i/web/status/1528584844502093824
[1] https://twitter.com/i/web/status/1528574772300464129
[1] https://twitter.com/i/web/status/1528584743985496065

Top URLs in Tweet in G6:
[14] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[8] https://www.propublica.org/article/election-fraud-wisconsin-zuckerbucks-jay-stone
[6] https://www.propublica.org/article/national-debt-trump
[4] https://projects.propublica.org/surgeons/
[3] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[2] https://www.cnn.com/2021/08/27/health/cdc-gun-research-walensky/index.html
[2] https://www.propublica.org/article/national-debt-trump/amp
[1] https://twitter.com/no2hitting/status/1529832149855117312
[1] https://twitter.com/i/web/status/1528564052749955072
[1] https://twitter.com/helenprejean/status/1528827180485971968

Top URLs in Tweet in G7:
[184] https://www.propublica.org/article/illinois-school-police-tickets-fines
[2] https://www.propublica.org/article/fcc-faa-5g-planes-trump-biden
[1] https://www.propublica.org/article/election-fraud-wisconsin-zuckerbucks-jay-stone
[1] https://www.npr.org/2021/06/08/1004312236/propublica-wealthiest-u-s-individuals-avoid-paying-their-fair-share-in-taxes
[1] https://features.propublica.org/weirton/police-shooting-lethal-force-cop-fired-west-virginia/
[1] https://www.propublica.org/article/salmon-hatcheries-government-climate-change
[1] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut

Top URLs in Tweet in G8:
[7] https://www.propublica.org/article/firestone-and-the-warlord-intro
[3] https://www.propublica.org/article/illinois-school-police-tickets-fines
[3] https://www.propublica.org/article/black-children-were-jailed-for-a-crime-that-doesnt-exist
[2] https://www.propublica.org/article/how-covid-19-hollowed-out-a-generation-of-young-black-men
[2] https://projects.propublica.org/coronavirus/bailouts/loans/eli-klein-fine-art-llc-2536487703
[1] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[1] https://www.propublica.org/article/stebbins-alaska-cops-criminal-records-domestic-violence
[1] https://youarewithinthenorms.com/2021/07/12/since-when-has-it-become-the-job-or-the-role-of-law-enforcement-dea-to-dictate-treat-and-re-define-medical-procedures-and-protocols/
[1] https://www.propublica.org/article/louisiana-enslaved-grave-sites

Top URLs in Tweet in G9:
[29] https://projects.propublica.org/represent/votes/113/senate/1/97
[1] https://www.propublica.org/article/pulse-shooting-first-responders-ptsd-diagnosis
[1] https://projects.propublica.org/nonprofits/organizations/800835023/202121339349303402/full

Top URLs in Tweet in G10:
[21] https://www.propublica.org/getinvolved/help-us-investigate-museums-failure-to-return-native-american-human-remains-and-cultural-items
[2] https://www.propublica.org/getinvolved/help-us-investigate-museums-failure-to-return-native-american-human-remains-and-cultural-items?utm_content=buffer7903b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer&fbclid=IwAR2I4iGudPsTsNmrz6BYFMv0_ZKFpAGRkMJQpL3Ed9gnZczLf6AsAcaKCXM
[1] https://www.propublica.org/article/louisiana-enslaved-grave-sites

Top Domains
Top Domains in Tweet in Entire Graph:
[1951] propublica.org
[426] twitter.com
[194] trib.al
[18] apple.news
[15] reuters.com
[13] humanesociety.org
[12] opb.org
[9] apple.com
[7] chicagotribune.com
[6] c-span.org

Top Domains in Tweet in G1:
[161] trib.al
[123] propublica.org
[75] twitter.com
[2] documentcloud.org
[2] usnews.com
[2] apple.news
[1] propub.li
[1] baltimoresun.com
[1] kxan.com
[1] govexec.com

Top Domains in Tweet in G2:
[268] propublica.org
[25] trib.al
[22] twitter.com
[8] opb.org
[2] apple.news
[2] chipswritinglessons.com
[1] apple.com
[1] bit.ly
[1] knpr.org
[1] texastribune.org

Top Domains in Tweet in G3:
[486] propublica.org
[124] twitter.com
[14] apple.news
[6] apple.com
[6] c-span.org
[6] govtrack.us
[3] linkedin.com
[3] newsbreak.com
[3] chicagotribune.com
[1] ssrn.com

Top Domains in Tweet in G4:
[74] twitter.com
[15] reuters.com
[13] propublica.org
[2] gijn.org
[2] thecountersignal.com
[2] themarshallproject.org
[1] retroreport.org
[1] trib.al
[1] politico.com
[1] msnbc.com

Top Domains in Tweet in G5:
[21] propublica.org
[12] twitter.com
[11] humanesociety.org
[1] trib.al

Top Domains in Tweet in G6:
[43] propublica.org
[29] twitter.com
[2] cnn.com
[2] nytimes.com
[1] jdsupra.com

Top Domains in Tweet in G7:
[190] propublica.org
[1] npr.org

Top Domains in Tweet in G8:
[20] propublica.org
[1] youarewithinthenorms.com

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

Top Domains in Tweet in G10:
[24] propublica.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[97] maga
[91] gop
[46] onpoli
[22] autopilot
[19] data
[18] datajournalism
[16] ransomware
[16] demvoice1
[12] amharaunderattack
[12] amharagenocide



Top Hashtags in Tweet in G1:
[16] data
[16] datajournalism
[6] meatpacking
[3] climatechange
[2] taxtherich
[2] salmon
[2] climatecrisis
[2] tennessee
[2] maternalmortalityrate
[1] sanctions

Top Hashtags in Tweet in G2:
[7] sanctions
[7] ofac
[3] journalism
[3] salmon
[2] wisconsin
[1] illinois
[1] investigativejournalism
[1] localjournalism
[1] publichealth
[1] globalpublichealth

Top Hashtags in Tweet in G3:
[6] ransomware
[4] cybersecurity
[4] salmon
[3] propublica
[3] welfare
[3] fish
[2] nevada
[2] maga
[2] malware
[2] cyberattacks

Top Hashtags in Tweet in G4:
[91] gop
[91] maga
[12] amharaunderattack
[12] amharagenocide
[6] amhara
[6] iamfano
[4] ethiopia
[2] stopthetreaty
[2] freegeneralteferamamo
[2] freetadiostantu

Top Hashtags in Tweet in G5:
[7] beijing
[7] newyork
[1] data
[1] datajournalism
[1] putininternetresearchagencytrolls
[1] gopencyclopediaofliesbothpartiessame
[1] gopratfuckercriminalfordecadesrogerstone
[1] spying
[1] doj
[1] freedom

Top Hashtags in Tweet in G6:
[22] autopilot
[7] 2yrs
[5] 2yr
[5] dshea
[4] opengov
[4] ddj
[2] uline
[2] richarduihlein
[2] stopthedelaysandcoverups
[2] weneedresources

Top Hashtags in Tweet in G7:
[2] notmeus
[1] nomiddleground
[1] 5g

Top Hashtags in Tweet in G9:
[1] covid19

Top Hashtags in Tweet in G10:
[7] publichistory
[1] museumtwitter
[1] anthrotwitter
[1] unionstrong

Top Words
Top Words in Tweet in Entire Graph:
[3637] propublica
[606] trump
[600] more
[470] salmon
[397] police
[383] government
[378] wisconsin
[368] hunting
[323] time
[321] story

Top Words in Tweet in G1:
[2042] propublica
[237] more
[219] around
[195] federal
[188] welfare
[180] sitting
[178] largest
[177] tennessee
[177] funding
[175] 790m

Top Words in Tweet in G2:
[708] propublica
[272] salmon
[271] charlesornstein
[222] story
[174] hatcheries
[156] megsnewz
[144] wisconsin
[144] more
[131] police
[120] wrong

Top Words in Tweet in G3:
[110] propublica
[90] more
[85] salmon
[84] spent
[76] fraud
[76] save
[73] election
[71] wisconsin
[70] billion
[69] never

Top Words in Tweet in G4:
[181] propublica
[127] foxnews
[118] abc
[112] ap
[103] npr
[102] wsj
[102] aarp
[102] nro
[102] ndn
[102] wearesinclair

Top Words in Tweet in G5:
[352] hunting
[203] crewcrew
[185] trump
[180] government
[179] jr
[179] sheep
[178] donald
[178] killed
[176] during
[176] summer

Top Words in Tweet in G6:
[69] propublica
[54] potus
[35] vp
[31] nycpba
[27] nyscourtsnews
[27] nyclu
[26] legalaidnyc
[22] #autopilot
[18] aint
[15] joebiden

Top Words in Tweet in G7:
[184] devastating
[184] necessary
[184] article
[184] illinois
[184] kids
[184] being
[184] sent
[184] court
[183] joshuapotash
[24] wealth

Top Words in Tweet in G8:
[78] black
[77] never
[77] men
[76] stat
[76] forget
[76] life
[76] expectancy
[76] didn
[76] reach
[76] 65

Top Words in Tweet in G9:
[68] sandy
[68] hook
[59] senate
[51] celerycaraway
[39] republicans
[33] long
[29] maggieastor
[29] republican
[28] mitchellreports
[28] surprise

Top Words in Tweet in G10:
[41] propublica
[34] doing
[34] one
[34] signature
[34] deep
[34] dive
[34] investigations
[34] nagpra
[34] failures
[34] info

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[235] donald,trump
[192] custody,time
[192] trump,jr
[189] devastating,necessary
[189] necessary,article
[189] article,illinois
[189] illinois,kids
[189] kids,being
[189] being,sent
[189] sent,court

Top Word Pairs in Tweet in G1:
[178] federal,welfare
[178] sitting,around
[175] tennessee,790m
[175] 790m,federal
[175] welfare,funding
[175] funding,sitting
[175] around,largest
[175] largest,stockpile
[175] stockpile,hawaii
[175] hawaii,364m

Top Word Pairs in Tweet in G2:
[85] custody,time
[84] police,custody
[80] time,murders
[77] charlesornstein,lots
[76] lots,deleted
[76] deleted,tweets
[76] tweets,elected
[76] elected,officials
[76] officials,candidates
[76] candidates,past

Top Word Pairs in Tweet in G3:
[68] more,billion
[66] spent,more
[65] vanishing,anyway
[64] save,salmon
[63] salmon,fish
[63] fish,vanishing
[60] election,fraud
[59] helped,fuel
[59] fuel,never
[59] never,ending

Top Word Pairs in Tweet in G4:
[102] aarp,nro
[102] nro,ndn
[102] ndn,abc
[102] abc,ap
[102] ap,foxnews
[102] foxnews,wearesinclair
[102] wearesinclair,accountablegop
[102] accountablegop,senategop
[101] senategop,propublica
[101] propublica,npr

Top Word Pairs in Tweet in G5:
[179] trump,jr
[178] donald,trump
[176] during,summer
[176] summer,2019
[176] 2019,hunting
[176] hunting,trip
[176] trip,donald
[176] jr,killed
[176] killed,rare
[176] rare,argali

Top Word Pairs in Tweet in G6:
[30] potus,vp
[26] nyscourtsnews,legalaidnyc
[23] nycpba,nyscourtsnews
[17] propublica,nyclu
[12] potus,drbiden
[12] legalaidnyc,potus
[11] seccardona,bobbyscott
[9] k12ssdb,shannonrwatts
[9] shannonrwatts,theviolencepro
[9] nasbe,nationalpta

Top Word Pairs in Tweet in G7:
[184] devastating,necessary
[184] necessary,article
[184] article,illinois
[184] illinois,kids
[184] kids,being
[184] being,sent
[184] sent,court
[183] joshuapotash,devastating
[12] one,cop
[11] one,those

Top Word Pairs in Tweet in G8:
[76] stat,never
[76] never,forget
[76] forget,black
[76] black,men
[76] men,life
[76] life,expectancy
[76] expectancy,didn
[76] didn,reach
[76] reach,65
[76] 65,eligibility

Top Word Pairs in Tweet in G9:
[68] sandy,hook
[30] senate,republicans
[28] mitchellreports,surprise
[28] surprise,eh
[28] eh,long
[28] long,sandy
[28] hook,single
[28] single,senate
[28] senate,republican
[27] celerycaraway,mitchellreports

Top Word Pairs in Tweet in G10:
[34] propublica,doing
[34] doing,one
[34] one,signature
[34] signature,deep
[34] deep,dive
[34] dive,investigations
[34] investigations,nagpra
[34] nagpra,failures
[34] failures,info
[33] artcrimeprof,propublica

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@jaymethern
@rights4patients
@megsnewz
@charlesornstein
@dchangmiami
@applenews
@joleneswisher2
@congressvotesbt
@tribelaw

Top Replied-To in G1:
@propublica
@phuzzieslippers
@ibwellssociety
@condorgoodwing
@joluehmann
@wamsbary
@bowjoe
@goodtwitchsouth
@datajournalism
@exindiv

Top Replied-To in G2:
@propublica
@megsnewz
@dchangmiami
@charlesornstein
@opb_ed_jahn
@ryanjhaas
@caseyfrank1
@rkhamsi
@markolalde
@smmills1960

Top Replied-To in G3:
@congressvotesbt

Top Replied-To in G4:
@joleneswisher2
@disclosureuap
@mittromney
@freedomsjc1
@ethiouniversal
@nytimes
@abiyahmedali
@girlrising
@stepistemology
@equalityalec

Top Replied-To in G5:
@beverlynichols
@psissy514platt
@ronfilipkowski
@betsybg
@propublica
@kmcatch22
@moosecreek2015
@rdwtbl2u3
@senmastriano
@donotlietome420

Top Replied-To in G6:
@tribelaw
@ronjohnsonwi
@propublica
@joebiden
@nycmayor
@k12ssdb
@theafroelite
@senwhitehouse
@scotthech
@ap

Top Replied-To in G7:
@rbreich
@leannrich17

Top Replied-To in G8:
@abbeymarshall
@docdre
@hushes
@alexia_yates
@akronohiomayor
@drtamarabaker
@vlodigor01

Top Replied-To in G9:
@normornstein
@fpwellman
@theshrewd
@ses193
@deanobeidallah
@katiephang
@abc
@potus
@mkraju
@mitchellreports

Top Replied-To in G10:
@cunyslu

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@charlesornstein
@crewcrew
@joshuapotash
@megsnewz
@ibwellssociety
@foxnews
@nhannahjones
@abc
@ap

Top Mentioned in G1:
@propublica
@ibwellssociety
@nhannahjones
@condorgoodwing
@hvo
@opennews
@texastribune
@oshadavidson
@datajournalism
@charlesornstein

Top Mentioned in G2:
@propublica
@charlesornstein
@megsnewz
@tonyvschick
@smmills1960
@anjeanettedamon
@irenatfh
@sarahesmith23
@markolalde
@opb_ed_jahn

Top Mentioned in G3:
@restructures
@scotty_2017
@kellybacon
@wydmindfeersart
@pitch4kdemocrat
@autistic_bull

Top Mentioned in G4:
@propublica
@foxnews
@abc
@ap
@npr
@aarp
@nro
@ndn
@wearesinclair
@accountablegop

Top Mentioned in G5:
@crewcrew
@propublica
@latimes
@blueequus775
@washingtonpost
@kmcatch22
@beverlynichols
@annw326
@newyorker
@psissy514platt

Top Mentioned in G6:
@propublica
@potus
@vp
@nycpba
@nyscourtsnews
@legalaidnyc
@nyclu
@drbiden
@indivisibleteam
@youthrights

Top Mentioned in G7:
@joshuapotash
@propublica
@perdricof
@rbreich
@snitstwits
@zardoz420wpn
@sarahesmith23
@ruikaneya

Top Mentioned in G8:
@arrianna_planey
@thewayoftheid
@propublica
@greg_travis
@kthorjensen
@joshuapotash
@quehnsaya
@charlesornstein
@comradeohio
@docdre

Top Mentioned in G9:
@celerycaraway
@maggieastor
@mitchellreports
@trampledbyzebra
@jreidchapman
@exceedhergrasp1
@fibby1123
@theshrewd
@people4kam
@normornstein

Top Mentioned in G10:
@artcrimeprof
@thevelvetdays
@heyflin
@propublica
@amwhisnant
@margaretsanfor
@ilab_dol
@labornotes
@usdol
@dc37progressive

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@dichristine
@robinsnewswire
@souljahsingh
@zyitegadgets
@xaelbot
@raymond_norman
@monicasloves
@tinamarie_80s
@mattmurph24

Top Tweeters in G1:
@bannerite
@lechatnoire4
@backstorymom1
@pollsstar
@carrybeyond
@denniskoch10
@cotey_mary
@princessbravato
@reneevoicebrand
@samhainnight

Top Tweeters in G2:
@dichristine
@cloudwanderer3
@_redfrog
@1loriking
@russelltim151
@jjj5819
@vedehimajumdar
@tadrow
@pas5974
@miss_placed_

Top Tweeters in G3:
@robinsnewswire
@zyitegadgets
@raymond_norman
@monicasloves
@chronlaw
@brontyman
@gormogons
@gregmroscoe
@redot2005
@augusteve2012

Top Tweeters in G4:
@telesurtv
@independent
@thehill
@reuters
@business
@guardian
@debr3322
@channelnewsasia
@huffpost
@proudcanadavet

Top Tweeters in G5:
@debilu2
@givemepie360
@marthalynneowe1
@angelakorras
@sallyagale
@deepvard
@davidpsdem
@ishagshafeeg
@bjcrochet
@on_bender

Top Tweeters in G6:
@kals55
@slate
@abc13houston
@no2hitting
@lsferguson
@abc7ny
@nydailynews
@nycsouthpaw
@hapkidogal
@ann_crossley

Top Tweeters in G7:
@cheezwitham
@senseof_outrage
@inforenique
@zardoz420wpn
@morr_1980
@fiona_c1
@pinky_or_brain
@owenblacker
@petrochemicsoul
@stillawake

Top Tweeters in G8:
@watermelondriia
@estarianne
@angelsscream
@valsadie
@indascorner
@sfdirewolf
@jaeminthemiddle
@imma_gene_us
@joelscribes
@thewayoftheid

Top Tweeters in G9:
@publicoutcrysy
@summer7570
@karoli
@drspockets
@princesseva43
@celerycaraway
@lula_reh
@annepearl1
@jacquiewells4
@beansi50

Top Tweeters in G10:
@pkanagaratnam
@byjenamiller
@naogannet
@kidadaewilliams
@thestuffofmemes
@jaimealyse
@laelaps
@admiralhip
@marspidermonkey
@aw_stiles


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