Propublica, Twitter, 9/17/2021 9:36:25 PM, 262288
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Propublica_2021-09-17_05-35-12.xlsx
Propublica_2021-09-17_05-35-12.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2021
Short Description:
Propublica via NodeXL https://bit.ly/3kgcKTA
@propublica
@lelepeche
@williamyardle10
@danrather
@safetypindaily
@markmobility
@jenny_deam
@johnrl73
@dellmhamilton
@bluetsunami22

Top hashtags:
#florida
#taxtherich
#pacificnorthwest
#smartnews
#whatsapp
#getvaccinated

Description:
Description
The graph represents a network of 7,414 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, 17 September 2021 at 12:40 UTC.

The requested start date was Friday, 17 September 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, 6-hour, 32-minute period from Tuesday, 14 September 2021 at 17:27 UTC to Friday, 17 September 2021 at 00:00 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 : 7414
Unique Edges : 6795
Edges With Duplicates : 14110
Total Edges : 20905
Number of Edge Types : 5
Retweet : 4467
MentionsInRetweet : 5864
Tweet : 911
Replies to : 2218
Mentions : 7445
Self-Loops : 938
Reciprocated Vertex Pair Ratio : 0.0119296412399861
Reciprocated Edge Ratio : 0.0235780053351691
Connected Components : 776
Single-Vertex Connected Components : 501
Maximum Vertices in a Connected Component : 5832
Maximum Edges in a Connected Component : 18859
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.888597
Graph Density : 0.00021144475629559
Modularity : 0.450696
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,414 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, 17 September 2021 at 12:40 UTC.

The requested start date was Friday, 17 September 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, 6-hour, 32-minute period from Tuesday, 14 September 2021 at 17:27 UTC to Friday, 17 September 2021 at 00:00 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:
[756] https://www.propublica.org/article/a-boy-went-to-a-covid-swamped-er-he-waited-for-hours-then-his-appendix-burst
[116] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[104] https://www.propublica.org/article/he-beat-her-repeatedly-family-court-tried-to-give-him-joint-custody-of-their-children
[65] https://www.propublica.org/article/reporting-on-climate-injustice-in-one-of-the-hottest-towns-in-america
[57] https://www.propublica.org/article/irs-sorry-but-its-just-easier-and-cheaper-to-audit-the-poor
[57] https://nytv.to/Xam7r
[45] https://www.propublica.org/article/how-facebook-undermines-privacy-protections-for-its-2-billion-whatsapp-users
[45] https://apple.news/ATFk66L6WQ9O8ZmJ9wHUYTA
[31] https://www.propublica.org/article/national-debt-trump
[30] https://trib.al/8Ztbonk

Top URLs in Tweet in G1:
[29] https://trib.al/8Ztbonk
[27] https://www.propublica.org/article/he-beat-her-repeatedly-family-court-tried-to-give-him-joint-custody-of-their-children
[22] https://www.propublica.org/article/a-boy-went-to-a-covid-swamped-er-he-waited-for-hours-then-his-appendix-burst
[20] https://trib.al/hJkqYzq
[10] https://www.propublica.org/article/loan-forgiveness-for-disabled-borrowers-was-10-years-in-the-making
[6] https://www.propublica.org/article/heeding-steve-bannons-call-election-deniers-organize-to-seize-control-of-the-gop-and-reshape-americas-elections
[4] https://www.propublica.org/newsletters/the-big-story?source=social
[3] https://www.propublica.org/article/survivors-and-families-of-victims-of-a-1981-el-salvador-massacre-see-justice-slip-away-again
[2] https://www.mcclatchydc.com/news/investigations/article254300638.html
[2] https://bit.ly/3nAPcuF

Top URLs in Tweet in G2:
[3] https://www.cnbc.com/2019/02/25/warren-buffett-and-bill-gates-the-rich-should-pay-higher-taxes.html
[3] https://mobile.twitter.com/Timcast/status/1437828750029242374
[2] 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.youtube.com/watch?v=DlfLe8L6KzM&feature=youtu.be

[2] https://en.m.wikipedia.org/wiki/Whataboutism
[1] https://www.richestpunks.info/post/immortalisation-o-fexcess
[1] https://www.richestpunks.info/post/tax-the-rich
[1] https://twitter.com/i/web/status/1438624889708101640
[1] https://twitter.com/i/web/status/1438557952357584901
[1] https://twitter.com/i/web/status/1437887333798490120

Top URLs in Tweet in G3:
[1] https://www.propublica.org/article/a-boy-went-to-a-covid-swamped-er-he-waited-for-hours-then-his-appendix-burst
[1] https://trib.al/hJkqYzq
[1] https://www.propublica.org/article/a-boy-went-to-a-covid-swamped-er-he-waited-for-hours-then-his-appendix-burst?utm_campaign=later-linkinbio-propublica&utm_content=later-20623475&utm_medium=social&utm_source=linkin.bio
[1] https://www.propublica.org/events/the-climate-gap-and-housing

Top URLs in Tweet in G4:
[205] https://www.propublica.org/article/a-boy-went-to-a-covid-swamped-er-he-waited-for-hours-then-his-appendix-burst
[36] https://www.propublica.org/article/he-beat-her-repeatedly-family-court-tried-to-give-him-joint-custody-of-their-children
[29] https://www.propublica.org/article/reporting-on-climate-injustice-in-one-of-the-hottest-towns-in-america
[19] https://www.propublica.org/article/long-secret-fbi-report-reveals-new-connections-between-9-11-hijackers-and-saudi-religious-officials-in-u-s
[17] https://apple.news/ATFk66L6WQ9O8ZmJ9wHUYTA
[12] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[12] https://www.propublica.org/article/a-boy-went-to-a-covid-swamped-er-he-waited-for-hours-then-his-appendix-burst#1121022
[10] https://www.propublica.org/article/how-facebook-undermines-privacy-protections-for-its-2-billion-whatsapp-users
[9] https://www.propublica.org/article/survivors-and-families-of-victims-of-a-1981-el-salvador-massacre-see-justice-slip-away-again
[8] https://twitter.com/propublica/status/1438262002103816199

Top URLs in Tweet in G5:
[18] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[11] https://www.propublica.org/article/a-boy-went-to-a-covid-swamped-er-he-waited-for-hours-then-his-appendix-burst
[9] https://apple.news/ATFk66L6WQ9O8ZmJ9wHUYTA
[9] https://www.propublica.org/article/national-debt-trump
[6] https://apple.news/A-OlM0LrdTAC-NVPI9gycPQ
[3] https://www.propublica.org/article/irs-sorry-but-its-just-easier-and-cheaper-to-audit-the-poor
[2] https://twitter.com/propublica/status/1437802575873642496?s=19
[2] https://www.propublica.org/article/national-debt-trump/amp
[2] https://projects.propublica.org/parler-capitol-videos/
[1] https://twitter.com/i/web/status/1438580238472990722

Top URLs in Tweet in G6:
[20] https://www.propublica.org/article/a-boy-went-to-a-covid-swamped-er-he-waited-for-hours-then-his-appendix-burst
[5] https://www.propublica.org/article/my-kids-school-wont-reinstate-masks-despite-a-recent-surge-in-covid-cases-heres-what-i-chose-to-do
[1] https://features.propublica.org/climate-migration/model-how-climate-refugees-move-across-continents/
[1] https://twitter.com/i/web/status/1438584356226883589
[1] https://twitter.com/propublica/status/1438458188051910656
[1] https://www.propublica.org/article/he-beat-her-repeatedly-family-court-tried-to-give-him-joint-custody-of-their-children
[1] https://www.propublica.org/article/how-facebook-undermines-privacy-protections-for-its-2-billion-whatsapp-users
[1] https://twitter.com/i/web/status/1437567617405833216
[1] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[1] https://www.propublica.org/article/reporting-on-climate-injustice-in-one-of-the-hottest-towns-in-america?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river

Top URLs in Tweet in G7:
[38] https://www.propublica.org/article/a-boy-went-to-a-covid-swamped-er-he-waited-for-hours-then-his-appendix-burst

Top URLs in Tweet in G8:
[57] https://nytv.to/Xam7r
[10] https://www.propublica.org/article/a-boy-went-to-a-covid-swamped-er-he-waited-for-hours-then-his-appendix-burst
[3] https://www.propublica.org/article/national-debt-trump
[2] https://www.propublica.org/article/he-beat-her-repeatedly-family-court-tried-to-give-him-joint-custody-of-their-children
[2] https://www.seattletimes.com/business/propublica-many-of-the-uber-rich-pay-next-to-no-income-tax/
[2] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[1] https://twitter.com/OlgaNYC1211/status/1434013100366237699
[1] https://twitter.com/RepCohen/status/1437874087850881029
[1] https://twitter.com/i/web/status/1438187135891296261
[1] https://twitter.com/i/web/status/1438189582642724876

Top URLs in Tweet in G9:
[168] https://www.propublica.org/article/a-boy-went-to-a-covid-swamped-er-he-waited-for-hours-then-his-appendix-burst
[22] https://www.propublica.org/article/reporting-on-climate-injustice-in-one-of-the-hottest-towns-in-america
[3] https://www.propublica.org/article/he-beat-her-repeatedly-family-court-tried-to-give-him-joint-custody-of-their-children
[1] https://www.propublica.org/article/how-facebook-undermines-privacy-protections-for-its-2-billion-whatsapp-users
[1] https://www.propublica.org/article/long-secret-fbi-report-reveals-new-connections-between-9-11-hijackers-and-saudi-religious-officials-in-u-s
[1] https://www.propublica.org/series/the-secret-irs-files?utm_source=sailthru&utm_medium=email&utm_campaign=event&utm_term=Stakeholder%20Report%20Tranche%202:%20Passive%20and%20New
[1] https://trib.al/8Ztbonk
[1] https://www.indianz.com/News/2020/05/22/propublica-former-trump-aide-provided-fa.asp

Top URLs in Tweet in G10:
[8] https://www.propublica.org/article/a-boy-went-to-a-covid-swamped-er-he-waited-for-hours-then-his-appendix-burst
[3] https://twitter.com/propublica/status/1438082616113213444
[2] https://www.miamiherald.com/news/health-care/article254270808.html
[1] https://twitter.com/propublica/status/1438262013407399941

Top Domains
Top Domains in Tweet in Entire Graph:
[1568] propublica.org
[989] twitter.com
[92] trib.al
[58] apple.news
[57] nytv.to
[14] inequality.org
[8] google.com
[8] npr.org
[7] propub.li
[6] youtube.com

Top Domains in Tweet in G1:
[148] twitter.com
[92] propublica.org
[87] trib.al
[7] propub.li
[4] bit.ly
[2] mcclatchydc.com
[2] paper.li
[2] judicialcriminal.com
[1] elfaro.net
[1] alternet.org

Top Domains in Tweet in G2:
[352] twitter.com
[6] youtube.com
[4] cnbc.com
[3] propublica.org
[2] richestpunks.info
[2] facebook.com
[2] wikipedia.org
[1] fee.org
[1] nytimes.com
[1] vox.com

Top Domains in Tweet in G3:
[3] propublica.org
[1] trib.al

Top Domains in Tweet in G4:
[420] propublica.org
[113] twitter.com
[22] apple.news
[5] linkedin.com
[2] theverge.com
[1] boldtv.com
[1] smartnews.com
[1] google.com
[1] wbez.org
[1] newsweek.com

Top Domains in Tweet in G5:
[196] twitter.com
[57] propublica.org
[16] apple.news
[1] trib.al

Top Domains in Tweet in G6:
[36] twitter.com
[32] propublica.org
[1] tmc.edu
[1] facebook.com
[1] apple.co
[1] rawstory.com
[1] trib.al
[1] go.com

Top Domains in Tweet in G7:
[38] propublica.org

Top Domains in Tweet in G8:
[57] nytv.to
[35] twitter.com
[20] propublica.org
[2] seattletimes.com
[1] apple.news
[1] npr.org

Top Domains in Tweet in G9:
[196] propublica.org
[1] trib.al
[1] indianz.com

Top Domains in Tweet in G10:
[8] propublica.org
[4] twitter.com
[2] miamiherald.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[81] florida
[38] taxtherich
[34] pacificnorthwest
[25] smartnews
[21] whatsapp
[14] getvaccinated
[14] maga
[13] gop
[9] covid19
[7] resource



Top Hashtags in Tweet in G1:
[7] resource
[7] electiondatabot
[4] pacificnorthwest
[4] familycourt
[4] demvoice1
[4] electionbot
[3] familyviolence
[3] elmozote
[3] getvaccinatednow
[3] dems4usa

Top Hashtags in Tweet in G2:
[32] taxtherich
[6] metgala
[4] noloopholes
[3] aoc
[2] potmeetkettle
[1] forcethevote
[1] endcorruption
[1] wealthtax
[1] thiscountryisadumpsterfire
[1] generationuseless

Top Hashtags in Tweet in G3:
[1] pacificnorthwest
[1] climatecrisis

Top Hashtags in Tweet in G4:
[18] smartnews
[6] getvaccinated
[6] covid
[6] covid19
[3] taxtherich
[2] m4a
[2] climateemergency
[2] wearamask
[2] covidiots
[2] antivaxxers

Top Hashtags in Tweet in G5:
[1] gophypocrisy
[1] taxtherich
[1] corruption
[1] scammer

Top Hashtags in Tweet in G6:
[29] pacificnorthwest
[4] ziptieguymom
[1] covid19
[1] hospitals
[1] healthcare
[1] icu
[1] florida
[1] getvaccinated

Top Hashtags in Tweet in G8:
[12] gop
[12] maga
[4] cuomo
[4] 2yrs2long
[2] corruption
[1] medicalkidnapping
[1] illegalseizure
[1] childtrafficking
[1] cinacases
[1] cpscorruption

Top Hashtags in Tweet in G9:
[3] smartnews

Top Words
Top Words in Tweet in Entire Graph:
[3860] propublica
[2609] covid
[1752] hours
[1437] aoc
[1383] nytimes
[1382] patients
[1365] cbsnews
[1083] boy
[1050] year
[998] overwhelmed

Top Words in Tweet in G1:
[1289] propublica
[334] covid
[264] hospitals
[245] patients
[176] non
[159] emergency
[145] hours
[130] critically
[130] ill
[130] delta

Top Words in Tweet in G2:
[1410] aoc
[1367] propublica
[1358] nytimes
[1357] cbsnews
[208] rich
[191] tax
[191] _aaronklein_
[148] lamalamaredpjma
[128] people
[127] kjeveryday

Top Words in Tweet in G3:
[577] covid
[576] patients
[568] wait
[568] hours
[567] 12
[567] year
[567] old
[567] appendicitis
[567] overwhelmed
[567] unvaccinated

Top Words in Tweet in G4:
[226] covid
[205] appendix
[200] went
[199] boy
[199] hours
[199] burst
[197] swamped
[196] waited
[95] propublica
[48] children

Top Words in Tweet in G5:
[314] propublica
[244] wealthy
[243] exposed
[243] fact
[243] taxes
[238] paying
[213] therefore
[124] people
[84] williamyardle10
[73] report

Top Words in Tweet in G6:
[296] hospitals
[269] covid
[231] jenny_deam
[193] propublica
[160] patients
[154] overwhelmed
[116] story
[116] beds
[103] wait
[101] ericuman

Top Words in Tweet in G7:
[312] covid
[269] hospitals
[269] preventable
[267] danrather
[267] mass
[267] casualty
[267] event
[267] swamps
[267] one
[267] doesn

Top Words in Tweet in G8:
[118] taxes
[64] propublica
[62] pay
[60] motherjones
[58] income
[58] billionaires
[57] inheritance
[22] guardian
[17] ap
[17] foxnews

Top Words in Tweet in G9:
[265] propublica
[252] covid
[241] safetypindaily
[239] hours
[237] boy
[237] went
[237] waited
[236] swamped
[236] appendix
[236] burst

Top Words in Tweet in G10:
[218] florida
[216] covid
[214] patients
[211] hours
[210] overwhelmed
[209] 12
[209] year
[209] old
[209] appendicitis
[208] boy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1361] propublica,cbsnews
[1361] cbsnews,nytimes
[1345] aoc,propublica
[1270] covid,patients
[964] waited,hours
[963] year,old
[958] 12,year
[824] appendicitis,overwhelmed
[797] went,covid
[762] appendix,burst

Top Word Pairs in Tweet in G1:
[227] covid,patients
[174] non,covid
[130] critically,ill
[124] delta,variant
[88] propublica,dr
[82] six,hours
[71] patients,paying
[71] icu,bed
[70] dr,kakli
[70] kakli,told

Top Word Pairs in Tweet in G2:
[1357] propublica,cbsnews
[1357] cbsnews,nytimes
[1335] aoc,propublica
[191] _aaronklein_,aoc
[81] lamalamaredpjma,_aaronklein_
[76] paulsorrentino3,aoc
[75] bustersonoma,aoc
[71] racquinox,lamalamaredpjma
[60] kjeveryday,_aaronklein_
[54] nep___nep,kjeveryday

Top Word Pairs in Tweet in G3:
[576] covid,patients
[567] 12,year
[567] year,old
[567] old,appendicitis
[567] appendicitis,overwhelmed
[567] overwhelmed,unvaccinated
[567] unvaccinated,covid
[567] patients,wait
[567] wait,hours
[566] lelepeche,12

Top Word Pairs in Tweet in G4:
[197] boy,went
[197] appendix,burst
[196] waited,hours
[194] swamped,waited
[194] hours,appendix
[193] went,covid
[193] covid,swamped
[51] burst,propublica
[38] beat,repeatedly
[38] repeatedly,family

Top Word Pairs in Tweet in G5:
[243] propublica,exposed
[243] exposed,fact
[242] fact,wealthy
[234] paying,taxes
[221] wealthy,paying
[213] taxes,therefore
[114] therefore,people
[71] long,secret
[71] secret,fbi
[71] fbi,report

Top Word Pairs in Tweet in G6:
[152] hospitals,overwhelmed
[98] wait,times
[97] times,measured
[97] measured,days
[83] go,again
[83] again,idaho's
[83] idaho's,hospitals
[83] overwhelmed,state
[83] state,issued
[83] issued,emergency

Top Word Pairs in Tweet in G7:
[267] covid,mass
[267] mass,casualty
[267] casualty,event
[267] event,swamps
[267] swamps,hospitals
[267] hospitals,one
[267] one,doesn
[267] doesn,end
[267] end,completely
[267] completely,preventable

Top Word Pairs in Tweet in G8:
[58] income,taxes
[57] taxes,billionaires
[57] billionaires,pay
[57] pay,inheritance
[57] inheritance,taxes
[56] motherjones,income
[18] guardian,propublica
[16] propublica,benioff
[16] benioff,salesforce
[15] salesforce,billgates

Top Word Pairs in Tweet in G9:
[237] went,covid
[237] waited,hours
[236] boy,went
[236] covid,swamped
[236] swamped,waited
[236] hours,appendix
[236] appendix,burst
[228] burst,propublica
[222] safetypindaily,boy
[22] reporting,climate

Top Word Pairs in Tweet in G10:
[213] covid,patients
[209] 12,year
[209] year,old
[209] appendicitis,overwhelmed
[208] old,florida
[208] florida,boy
[208] boy,appendicitis
[208] overwhelmed,covid
[208] patients,waited
[208] waited,hours

Top Replied-To
Top Replied-To in Entire Graph:
@aoc
@propublica
@nep___nep
@lamalamaredpjma
@raudaz_
@davidarlington1
@racquinox
@nickknudsenus
@eternallyylazy
@bustersonoma

Top Replied-To in G1:
@propublica
@raudaz_
@nickknudsenus
@texastribune
@govrondesantis
@tvkatesnow
@smmills1960
@slate
@angieun27401972
@wegovernusa

Top Replied-To in G2:
@aoc
@nep___nep
@lamalamaredpjma
@davidarlington1
@racquinox
@eternallyylazy
@kjeveryday
@bustersonoma
@eestigraz
@paulsorrentino3

Top Replied-To in G5:
@mmpadellan
@potus
@housegop
@ronfilipkowski
@brontyman
@repcawthorn
@torchbearer_nm
@aoc
@nbcnews
@repstefanik

Top Replied-To in G6:
@jenny_deam
@ericuman
@propublica
@carolineylchen
@charlesornstein
@deldeib
@mike_hixenbaugh
@smilejjack
@drlaracarlson
@grim80202

Top Replied-To in G7:
@danrather

Top Replied-To in G8:
@finplankaluaja1
@davidfatunmbi
@nypdshea
@carlymayberry
@trueblue4u2
@foxnews
@propublica
@thehill
@jennycohn1
@henricauvin

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@nytimes
@cbsnews
@aoc
@lelepeche
@danrather
@safetypindaily
@jenny_deam
@markmobility
@_aaronklein_

Top Mentioned in G1:
@propublica
@nickknudsenus
@megsnewz
@nbcnightlynews
@tvkatesnow
@nbcnews
@ryanjreilly
@lizziepresser
@raudaz_
@iarnsdorf

Top Mentioned in G2:
@propublica
@nytimes
@cbsnews
@aoc
@_aaronklein_
@lamalamaredpjma
@kjeveryday
@racquinox
@paulsorrentino3
@bustersonoma

Top Mentioned in G3:
@lelepeche
@gailwaldby
@syramadad
@propublica
@irenatfh

Top Mentioned in G4:
@realseandeery
@jaydotheyward
@ellendeubner
@stillwaters1029
@nfvlcgwu

Top Mentioned in G5:
@williamyardle10
@brontyman
@joncoopertweets
@potus
@medicvet68
@gop
@mayoisspicyy
@lauramiers
@politvidchannel
@propublica

Top Mentioned in G6:
@jenny_deam
@propublica
@ericuman
@charlesornstein
@deldeib
@carolineylchen
@irenatfh
@jenn
@mike_hixenbaugh
@wcathcart

Top Mentioned in G7:
@danrather
@crampell
@lelepeche
@propublica
@markmobility
@catalishus2
@charlesornstein

Top Mentioned in G8:
@motherjones
@propublica
@guardian
@ap
@cnn
@benioff
@salesforce
@billgates
@foxnews
@wsj

Top Mentioned in G9:
@safetypindaily
@propublica
@brontyman
@danrather
@billtzamaras
@quarantinedlif1
@1reddragon696
@banksresearcher
@omahagemgirl
@jcmarbury

Top Mentioned in G10:
@markmobility
@propublica
@miamiherald
@jonathancohn
@danrather
@righteousbabe4
@jenny_deam
@lelepeche
@jhammons
@ericuman

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@dichristine
@cybersec_feeds
@federicoalves
@thereal_rebel
@cipherequality
@britpoptarts
@_redfrog
@bannerite
@manmet80

Top Tweeters in G1:
@dichristine
@thereal_rebel
@lechatnoire4
@russelltim151
@marthalynneowe1
@sar_oso
@micjojd
@cwharlow
@npsusa
@roripierpont1

Top Tweeters in G2:
@cipherequality
@caligirlleftie
@paulsorrentino3
@bernieupstateny
@nytimes
@outnow45
@lfkraus
@scott_squires
@ddsnorth
@rudyhavenstein

Top Tweeters in G3:
@cheezwitham
@curiocat13
@ecwpunk81
@zentaoprincess
@mymimisthebest
@ewindham3
@laurahennesse11
@camoxendale
@budgothmog44
@bethlevin

Top Tweeters in G4:
@schestowitz
@solusnan1
@nobiggovduh
@rwneilljr
@shell_loyd
@thepowerofmeow
@reverendentity
@danwibg
@teka21bat
@wtime90

Top Tweeters in G5:
@ungubunugu1274
@79topper
@brontyman
@morgfair
@prime_bee
@all435reps
@huffpost
@fwdcrocblu
@whirledcitizen_
@jeffreymeursing

Top Tweeters in G6:
@bannerite
@katcapps
@angelakorras
@cnbsnana
@lllwry
@billieo2
@kerirn
@trumpwatchnews
@1jasliz
@akaxochi

Top Tweeters in G7:
@stockguy61
@emersonfan1
@kimpy123
@gumboqueen3030
@catlover1943
@teakinrj
@knight201701
@alwaysthinkhow
@tanis42
@mercenarygraphi

Top Tweeters in G8:
@thehill
@reuters
@princessbravato
@business
@guardian
@suekhi
@bostonglobe
@foxnews
@norsemndem
@nypost

Top Tweeters in G9:
@britpoptarts
@manmet80
@kak089
@teram323tere
@lindacollins11
@jcmarbury
@safetypindaily
@michelejeanson1
@royaleight
@beckyrae12345

Top Tweeters in G10:
@talkintou
@1loriking
@cotey_mary
@monakinkcurlz
@marilyncapps
@freeandclear1
@odoylecharlotte
@mamurphymaureen
@eamon0303
@melodypuppydog


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