Propublica, Twitter, 10/7/2022 1:33:02 PM, 282539


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Propublica_2022-10-07_06-05-14.xlsx
Propublica_2022-10-07_06-05-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 07, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3ecXjv4
@propublica
@michaelmina_lab
@gop
@thrasherxy
@juliebhunt
@cezary
@kenyonfarrow
@gopleader
@senategop
@vprasadmdmph

Top hashtags:
#gop
#demvoice1
#publichealth
#maga
#monkeypox
#domesticviolence
#familycourts

Description:
Description
The graph represents a network of 6,631 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, 07 October 2022 at 13:10 UTC.

The requested start date was Friday, 07 October 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 3-day, 16-hour, 43-minute period from Sunday, 02 October 2022 at 22:52 UTC to Thursday, 06 October 2022 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 : 6631
Unique Edges : 4710
Edges With Duplicates : 15275
Total Edges : 19985
Number of Edge Types : 5
Replies to : 1189
Retweet : 5260
MentionsInRetweet : 7442
Tweet : 979
Mentions : 5115
Self-Loops : 1058
Reciprocated Vertex Pair Ratio : 0.018575511101341
Reciprocated Edge Ratio : 0.036473508147189
Connected Components : 693
Single-Vertex Connected Components : 423
Maximum Vertices in a Connected Component : 5234
Maximum Edges in a Connected Component : 18220
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.588649
Graph Density : 0.000210788351162884
Modularity : 0.39591
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,631 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, 07 October 2022 at 13:10 UTC.

The requested start date was Friday, 07 October 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 3-day, 16-hour, 43-minute period from Sunday, 02 October 2022 at 22:52 UTC to Thursday, 06 October 2022 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:
[205] https://www.propublica.org/article/national-debt-trump
[176] https://www.propublica.org/article/monkeypox-transmission-treatment-cdc-scientist
[125] https://www.propublica.org/article/no-knock-warrants-missing-mississippi
[93] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[77] https://www.propublica.org/article/parental-responsibility-evaluators-colorado
[49] https://www.propublica.org/article/national-debt-trump/amp
[49] https://www.ire.org/job-center/south-reporter/
[49] https://www.propublica.org/article/pig-butchering-scams-raided-cambodia-apple-trafficking
[39] https://trib.al/wDzuMF4
[37] https://trib.al/eJLgwMw

Top URLs in Tweet in G1:
[46] https://www.ire.org/job-center/south-reporter/
[33] https://trib.al/wDzuMF4
[30] https://trib.al/eJLgwMw
[15] https://www.propublica.org/article/democracy-demagogues-fascism-elections-barbara-walter#1444064
[12] https://www.propublica.org/article/monkeypox-transmission-treatment-cdc-scientist
[10] https://www.propublica.org/article/no-knock-warrants-missing-mississippi
[9] https://twitter.com/propublica/status/1577022705995780096
[5] https://www.propublica.org/article/human-traffickers-force-victims-into-cyberscamming
[5] https://twitter.com/propublica/status/1577524769687216129
[5] https://www.propublica.org/article/propublica-emerging-reporters-2022

Top URLs in Tweet in G2:
[31] https://www.propublica.org/article/parental-responsibility-evaluators-colorado
[29] https://www.propublica.org/article/monkeypox-transmission-treatment-cdc-scientist
[27] https://www.propublica.org/article/no-knock-warrants-missing-mississippi
[6] https://www.propublica.org/article/colorado-halfway-houses-prison-community-corrections
[5] https://www.propublica.org/article/wisconsin-election-midterms-voting-2022
[5] https://www.propublica.org/atpropublica/propublica-and-partners-win-emmy-award-for-unlivable-oasis
[5] https://trib.al/eJLgwMw
[5] https://undark.org/2022/10/03/the-covid-19-booster-has-a-public-relations-problem/
[4] https://www.propublica.org/article/pig-butchering-scams-raided-cambodia-apple-trafficking
[4] https://apple.news/AVHhkNIVsSm65z5wf0fwh_Q

Top URLs in Tweet in G3:
[61] https://www.propublica.org/article/no-knock-warrants-missing-mississippi
[50] https://www.propublica.org/article/monkeypox-transmission-treatment-cdc-scientist
[26] https://www.propublica.org/article/parental-responsibility-evaluators-colorado
[25] https://www.propublica.org/article/pig-butchering-scams-raided-cambodia-apple-trafficking
[23] https://apple.news/AVHhkNIVsSm65z5wf0fwh_Q
[11] https://www.propublica.org/article/kushner-apartments-lawsuit-baltimore-maryland-settlement
[10] https://www.propublica.org/article/supreme-court-scotus-what-to-expect-2022
[8] https://www.propublica.org/article/democracy-demagogues-fascism-elections-barbara-walter
[7] https://www.propublica.org/article/national-debt-trump
[7] https://twitter.com/propublica/status/1577524769687216129

Top URLs in Tweet in G4:
[4] https://www.propublica.org/article/national-debt-trump
[4] https://twitter.com/propublica/status/1576648838881869824
[2] https://www.propublica.org/article/covid-maternity-stillbirth-vaccines-pregnancy
[1] https://www.axios.com/local/denver/2021/11/05/propublica-colorado-gov-jared-polis-avoided-paying-taxes
[1] https://twitter.com/DisclosureUAP/status/1529376036202369024?t=xYIx8JpsJUsTu_k0HRKXRA&s=09
[1] https://twitter.com/Cawthorn12James/status/1576425677934379009?t=BnpYvRYMkRyeSlN2rEEznQ&s=09
[1] https://dossier.substack.com/p/how-the-federal-reserve-is-using?utm_campaign=post&utm_medium=web
[1] https://twitter.com/thethwarter/status/1567355424789102592?t=aHGdby3bmuu5M6OUER9I8g&s=09
[1] https://twitter.com/Iowa_1776/status/1527495976897888261?t=NIbCzDJaGHCdzLFe85hStA&s=09
[1] https://twitter.com/daddyomar23/status/1577421554052308992

Top URLs in Tweet in G5:
[88] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[55] https://www.propublica.org/article/national-debt-trump
[25] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[6] https://www.propublica.org/article/national-debt-trump/amp
[4] https://www.propublica.org/article/how-the-irs-was-gutted
[3] https://projects.propublica.org/represent/members/trump-texas-amicus-house-members
[2] https://projects.propublica.org/nonprofits/organizations/540525802
[2] https://projects.propublica.org/nonprofits/organizations/540525802/201823169349303142/full
[1] https://twitter.com/AmBeautifulShow/status/1577444890736472065
[1] https://twitter.com/propublica/status/1576153191557009408

Top URLs in Tweet in G6:
[2] https://twitter.com/mrzphd/status/1574900777004716032
[1] https://www.propublica.org/article/monkeypox-transmission-treatment-cdc-scientist
[1] https://twitter.com/propublica/status/1575434893034676225
[1] https://twitter.com/propublica/status/1576578602140827648
[1] https://twitter.com/propublica/status/1575434893034676225?s=46&t=O1iiYodoVcUMPZxN3Yj4Gg

Top URLs in Tweet in G7:
[4] https://www.propublica.org/article/monkeypox-transmission-treatment-cdc-scientist
[3] https://www.propublica.org/article/monkeypox-transmission-treatment-cdc-scientist?utm_source=twitter&utm_medium=social&utm_campaign=socialflow#1457994
[2] https://www.propublica.org/article/salmonella-chicken-usda-food-safety
[1] https://twitter.com/propublica/status/1576578602140827648
[1] https://www.propublica.org/article/how-we-created-the-most-detailed-map-ever-of-cancer-causing-industrial-air-pollution
[1] https://twitter.com/EmmaCrockerDNP/status/1577783643963023364
[1] https://www.propublica.org/article/guide-to-voter-accessibility
[1] https://www.propublica.org/article/the-lost-year-what-the-pandemic-cost-teenagers
[1] https://twitter.com/propublica/status/1577703505413947393
[1] https://www.propublica.org/article/covid-maternity-stillbirth-vaccines-pregnancy#:~:text=A%20CDC%20study%20looking%20at,rare%20overall%2C%20babies%20were%20dying

Top URLs in Tweet in G8:
[42] https://www.propublica.org/article/national-debt-trump
[21] https://www.propublica.org/article/national-debt-trump/amp
[6] https://www.propublica.org:443/article/nation
[2] https://www.propublica.org/article/monkeypox-transmission-treatment-cdc-scientist
[1] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[1] https://projects.propublica.org/represent/members/K000393-john-kennedy/votes-missed/117
[1] https://projects.propublica.org/represent/members/P000603-rand-paul/votes-missed/117
[1] https://projects.propublica.org/represent/members/S000168-maria-elvira-salazar
[1] https://twitter.com/MarquesAngus/status/1574659734593974272
[1] https://www.propublica.org/article/toxmap-poison-in-the-air

Top URLs in Tweet in G9:
[10] https://www.propublica.org/article/pig-butchering-scams-raided-cambodia-apple-trafficking
[5] https://www.propublica.org/article/whats-a-pig-butchering-scam-heres-how-to-avoid-falling-victim-to-one
[3] https://www.propublica.org/article/human-traffickers-force-victims-into-cyberscamming
[2] https://twitter.com/propublica/status/1576695525256343552
[1] https://www.ire.org/job-center/south-reporter/
[1] https://www.propublica.org/article/identity-theft-surged-during-the-pandemic-heres-where-a-lot-of-the-stolen-data-came-from
[1] https://twitter.com/HHieupc/status/1576953393783795712
[1] https://twitter.com/propublica/status/1570038120581664771?s=20&t=Y3bEWuFpULxYmLczqXTkIg
[1] https://www.propublica.org/article/wisconsin-election-midterms-voting-2022
[1] https://www.propublica.org/atpropublica/propublica-and-the-new-york-times-win-loeb-award

Top URLs in Tweet in G10:
[3] https://projects.propublica.org/nursing-homes/homes/h-675214
[2] https://www.propublica.org/article/monkeypox-transmission-treatment-cdc-scientist
[2] https://projects.propublica.org/politwoops/user/mtgreenee
[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://www.propublica.org/article/barre-seid-heartland-institute-hillsdale-college-gmu
[1] https://www.propublica.org/article/democracy-demagogues-fascism-elections-barbara-walter
[1] https://www.propublica.org/article/kushner-apartments-lawsuit-baltimore-maryland-settlement
[1] https://twitter.com/JanelMedina12/status/1577375876185935872
[1] https://twitter.com/uclaanderson/status/1575628639391322112
[1] https://www.propublica.org/article/trump-new-jersey-golf-courses-environmental-problems

Top Domains
Top Domains in Tweet in Entire Graph:
[1494] propublica.org
[387] twitter.com
[178] trib.al
[94] nymag.com
[49] ire.org
[38] apple.news
[7] propub.li
[6] djournal.com
[5] theguardian.com
[5] undark.org

Top Domains in Tweet in G1:
[157] trib.al
[94] propublica.org
[91] twitter.com
[46] ire.org
[4] propub.li
[4] coyotegulch.blog
[3] djournal.com
[2] pfizer.com
[2] fdanews.com
[2] fontawesome.com

Top Domains in Tweet in G2:
[139] propublica.org
[27] twitter.com
[9] trib.al
[5] undark.org
[4] apple.news
[3] propub.li
[2] ire.org
[1] nytimes.com
[1] wgcu.org
[1] foxbusiness.com

Top Domains in Tweet in G3:
[356] propublica.org
[113] twitter.com
[26] apple.news
[2] trib.al
[2] linkedin.com
[2] djournal.com
[2] nymag.com
[1] classy.org
[1] nationalcybersecuritynews.today
[1] countrywired.com

Top Domains in Tweet in G4:
[29] twitter.com
[12] propublica.org
[1] axios.com
[1] substack.com
[1] rumble.com
[1] vanguard.like
[1] npr.org

Top Domains in Tweet in G5:
[108] propublica.org
[89] nymag.com
[7] twitter.com
[1] newyorkfed.org
[1] cnn.com
[1] manhattan-institute.org

Top Domains in Tweet in G6:
[5] twitter.com
[1] propublica.org

Top Domains in Tweet in G7:
[13] propublica.org
[3] twitter.com

Top Domains in Tweet in G8:
[76] propublica.org
[1] nymag.com
[1] twitter.com
[1] theatlantic.com

Top Domains in Tweet in G9:
[22] propublica.org
[5] twitter.com
[1] ire.org

Top Domains in Tweet in G10:
[16] propublica.org
[5] twitter.com
[1] apnews.com
[1] cbpp.org
[1] forbes.com
[1] theguardian.com
[1] medium.com
[1] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19] gop
[16] demvoice1
[15] publichealth
[15] maga
[12] monkeypox
[11] domesticviolence
[10] familycourts
[9] coloradoriver
[8] puertorico
[8] yesli



Top Hashtags in Tweet in G1:
[7] coloradoriver
[6] coriver
[6] aridification
[4] scotus
[4] nm02
[3] aajakudos
[2] water
[2] people
[2] lied
[2] forced

Top Hashtags in Tweet in G2:
[11] publichealth
[11] domesticviolence
[10] familycourts
[6] colorado
[6] markkilmer
[4] california
[4] piquislaw
[3] domesticviolenceawarenessmonth
[2] co
[2] parentalresponsibilityevaluator

Top Hashtags in Tweet in G3:
[2] votebluetosaveamerica
[1] childcustody
[1] familylaw
[1] custodybattle
[1] usa
[1] phishing
[1] scams
[1] tech
[1] newsflash
[1] technology

Top Hashtags in Tweet in G4:
[17] gop
[15] maga
[5] usa
[4] stopthetreaty
[4] canada
[2] billgates
[2] wef
[2] midterms2022
[2] elections
[2] breaking

Top Hashtags in Tweet in G5:
[5] trumpcult
[2] traitorssupporttraitortrump
[2] republicanslieabouteverything
[2] traitortrump
[1] hatecrime
[1] trumpisgoingtojail
[1] trumpdebt
[1] republicansaredestroyingamerica
[1] roevemberiscoming
[1] goptraitorstodemocracy

Top Hashtags in Tweet in G6:
[1] greed
[1] patentmonopolycapitalist

Top Hashtags in Tweet in G8:
[1] bidenflation
[1] canceralley
[1] runtpaul
[1] traitor
[1] liar

Top Hashtags in Tweet in G9:
[2] pigbutchering
[1] taterreeves
[1] trump
[1] propublica
[1] marijuana
[1] hypocrisy
[1] disinformation

Top Hashtags in Tweet in G10:
[16] demvoice1
[2] taxtherich
[2] taxfairness
[2] enoughlsenough
[1] waleg
[1] loebawards

Top Words
Top Words in Tweet in Entire Graph:
[4316] propublica
[621] cdc
[569] people
[542] scientist
[471] more
[456] one
[430] warrants
[428] years
[370] very
[363] story

Top Words in Tweet in G1:
[2790] propublica
[335] people
[298] more
[263] spent
[224] ppp
[206] going
[203] one
[200] election
[190] years
[184] recent

Top Words in Tweet in G2:
[521] propublica
[180] warrants
[142] story
[122] mississippi
[114] scientist
[110] hannah_dreyfus
[106] knock
[102] police
[96] cdc
[95] people

Top Words in Tweet in G3:
[111] propublica
[63] warrants
[60] mississippi
[56] knock
[55] missing
[49] treatment
[49] search
[47] cdc
[47] scientist
[47] monkeypox

Top Words in Tweet in G4:
[112] propublica
[103] abc
[102] cnn
[93] msnbc
[91] nbcnews
[86] rt_com
[86] cbseveningnews
[86] ajenglish
[85] ap
[84] afp

Top Words in Tweet in G5:
[97] gop
[87] gopleader
[79] 73snangel
[70] debt
[41] trump
[38] trillion
[31] rich
[31] national
[29] increased
[28] count

Top Words in Tweet in G6:
[299] very
[162] cdc
[156] covid
[151] around
[150] confusion
[149] worried
[149] result
[149] poor
[148] michaelmina_lab
[148] commu

Top Words in Tweet in G7:
[131] black
[131] cdc
[131] scientist
[89] story
[83] one
[83] being
[82] thrasherxy
[82] gay
[82] monkeypox
[82] treatment

Top Words in Tweet in G8:
[60] debt
[40] national
[39] trump
[36] economy
[30] years
[29] donald
[28] big
[27] built
[27] before
[27] pandemic

Top Words in Tweet in G9:
[60] propublica
[37] cezary
[28] compounds
[27] corinne_podger
[27] resource
[26] alleged
[24] raids
[24] workers
[23] wow
[22] app

Top Words in Tweet in G10:
[68] propublica
[27] nytimes
[22] three
[20] debt
[19] announcement
[19] comes
[19] months
[19] investigation
[19] examined
[19] high

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[424] cdc,scientist
[235] monkeypox,treatment
[209] search,warrants
[187] national,debt
[180] tiktok,investor
[180] recent,years
[179] billionaire,tiktok
[179] investor,spent
[179] spent,more
[179] more,100m

Top Word Pairs in Tweet in G1:
[154] billionaire,tiktok
[154] tiktok,investor
[154] investor,spent
[154] spent,more
[154] more,100m
[154] 100m,election
[154] election,campaigns
[154] campaigns,recent
[154] recent,years
[154] years,money

Top Word Pairs in Tweet in G2:
[89] knock,warrants
[86] cdc,scientist
[53] search,warrants
[50] scientist,couldn
[49] scrutiny,knock
[49] couldn,monkeypox
[44] family,courts
[38] warrants,police
[38] police,mississippi
[38] mississippi,use

Top Word Pairs in Tweet in G3:
[48] search,warrants
[46] cdc,scientist
[43] mississippi,missing
[43] missing,search
[43] warrants,prevent
[43] prevent,scrutiny
[43] scrutiny,knock
[43] knock,raids
[42] monkeypox,treatment
[38] scientist,couldn

Top Word Pairs in Tweet in G4:
[86] rt_com,cbseveningnews
[86] cbseveningnews,abc
[86] abc,nbcnews
[86] nbcnews,msnbc
[86] msnbc,ajenglish
[65] channelnewsasia,rt_com
[63] cnn,channelnewsasia
[61] trt,ap
[54] ajenglish,aljazeeraworld
[54] aljazeeraworld,afp

Top Word Pairs in Tweet in G5:
[78] 73snangel,gopleader
[31] national,debt
[28] 23,500
[27] gop,trump
[27] trump,increased
[27] increased,national
[27] debt,trillion
[27] trillion,23
[27] 500,federal
[27] federal,debt

Top Word Pairs in Tweet in G6:
[150] confusion,around
[149] very,very
[149] very,worried
[149] worried,confusion
[149] around,covid
[149] covid,result
[149] result,poor
[149] poor,cdc
[148] michaelmina_lab,very
[148] cdc,commu

Top Word Pairs in Tweet in G7:
[131] cdc,scientist
[81] astounding,story
[81] story,one
[81] one,person
[81] person,black
[81] black,gay
[81] gay,cdc
[81] scientist,being
[81] being,unable
[81] unable,monkeypox

Top Word Pairs in Tweet in G8:
[40] national,debt
[29] donald,trump
[27] built,national
[27] debt,big
[26] trump,built
[26] big,before
[26] before,pandemic
[26] economy,years
[25] pandemic,ll
[25] ll,weigh

Top Word Pairs in Tweet in G9:
[23] wow,resource
[22] corinne_podger,wow
[21] raids,compounds
[19] stepped,raids
[19] compounds,alleged
[19] alleged,house
[19] house,workers
[13] workers,engaging
[13] engaging,online
[13] online,fraud

Top Word Pairs in Tweet in G10:
[20] propublica,nytimes
[19] propublica,announcement
[19] announcement,comes
[19] comes,three
[19] three,months
[19] months,investigation
[19] investigation,propublica
[19] nytimes,examined
[19] examined,high
[19] high,debt

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@whoisalexperry
@gop
@small4lyfe
@incrementallog1
@riccardotani4
@et_sharing
@nuchdig
@laughlandmorgan
@chadebradley

Top Replied-To in G1:
@propublica
@whoisalexperry
@small4lyfe
@chadebradley
@laughlandmorgan
@nuchdig
@cameronpugh1215
@pywacket_garcia
@zebioengr
@michael94173566

Top Replied-To in G2:
@propublica
@polisforco
@smmills1960
@safe_parents
@womensvoicesma2
@mariamaelba
@mococouncilmd
@ncadv
@nowe33
@phenry81

Top Replied-To in G4:
@incrementallog1
@et_sharing
@jake_hanrahan
@cnn
@sophiadahl1
@propublica
@disclosureuap
@irs_ci
@lillytellez
@tampafireman

Top Replied-To in G5:
@gop
@gopleader
@repstefanik
@jim_jordan
@housegop
@reploudermilk
@repmullin
@senatorwicker
@theothermandela
@repgregmurphy

Top Replied-To in G6:
@mrzphd
@propublica
@spiralingwithin
@amazinginsights

Top Replied-To in G7:
@suzysisjo
@cherylm56588591
@msbhaven
@kristen258
@tylerblack32
@1goodtern
@propublica

Top Replied-To in G8:
@randpaul
@mikepompeo
@nikkihaley
@repbentz
@senjoniernst
@gop
@walshfreedom
@mayraflores2022
@vernonforga
@karilake

Top Replied-To in G9:
@propublica
@cezary
@corinne_podger
@cheryl_marlin
@casyrybeck
@jamilsmith
@ruikaneya
@vod_english
@usembphnompenh
@themorrancave

Top Replied-To in G10:
@nayeee_17
@propublica
@stweetiepiee
@tmii38053732
@thirdcoast2020
@firstcomm1
@indianacoco
@lindyli
@1zzyzyx1
@senwhitehouse

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@calebbedillion
@michaelmina_lab
@hannah_dreyfus
@abc
@nbcnews
@cnn
@msnbc
@ap
@thrasherxy

Top Mentioned in G1:
@propublica
@calebbedillion
@amybaugher
@georgemasonlaw
@katduncanphoto
@drpauloffit
@canitalee1
@zebioengr
@djournalnow
@texastribune

Top Mentioned in G2:
@propublica
@hannah_dreyfus
@smmills1960
@annabarryjester
@charlesornstein
@myersnews
@chrishendel
@judicialcenter
@mariamaelba
@tracyweber

Top Mentioned in G3:
@stillwaters1029
@bansisharma
@plankysmith
@williesband
@binanimals

Top Mentioned in G4:
@propublica
@abc
@cnn
@msnbc
@nbcnews
@rt_com
@cbseveningnews
@ajenglish
@ap
@afp

Top Mentioned in G5:
@gopleader
@73snangel
@gop
@nalutece
@propublica
@housegop
@potus
@elonmusk
@zemanlynnz
@joebiden

Top Mentioned in G6:
@michaelmina_lab
@propublica
@caseybriggs
@meganranney
@pfizer
@billgates
@drpauloffit
@mrzphd
@usnavy

Top Mentioned in G7:
@thrasherxy
@g0ingmad
@propublica
@cherylm56588591
@autselfadvocacy
@msbhaven
@steffycat07
@1goodtern
@annabarryjester
@lauramiers

Top Mentioned in G8:
@senjoniernst
@randpaul
@meidas_sammi
@mikepompeo
@theadvocatebr
@formosaplastics
@deepmistere
@robert75129369
@senategop
@mikecinoh

Top Mentioned in G9:
@propublica
@cezary
@corinne_podger
@chinacammonitor
@ruikaneya
@globalantiscam
@themorrancave
@wlwtcolin
@drpauloffit
@danconifer

Top Mentioned in G10:
@propublica
@nytimes
@stefmayopghohio
@crewcrew
@muyixiao
@maddow
@washingtonpost
@ny
@whcos
@stevethdemocrat

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@sectest9
@dichristine
@jurylady5
@rk70534
@hrblock_21
@eluniversal
@cagney1991
@cybersecurityn8
@telesurtv

Top Tweeters in G1:
@dichristine
@hrblock_21
@_redfrog
@phillip92321
@kenkircher1
@marthalynneowe1
@jjj5819
@betterw05759703
@teram323tere
@jmhamiltonblog

Top Tweeters in G2:
@backstorymom1
@pollsstar
@vedehimajumdar
@tadrow
@ken_crichlow
@pas5974
@leehillerlondon
@iveyjanette_207
@sba1211
@beccanalia

Top Tweeters in G3:
@plankysmith
@1jasliz
@xeauxeau
@sircoach
@reverendentity
@russfla
@spanishcountry
@amaliada
@tony_porras2050
@randomjeweler

Top Tweeters in G4:
@eluniversal
@telesurtv
@independent
@thehill
@reuters
@lavenderblue27
@guardian
@rowast
@channelnewsasia
@dcexaminer

Top Tweeters in G5:
@cagney1991
@stockguy61
@ecclesias
@ewindham3
@paulmick
@ambeautifulshow
@maxamaxim
@juliebhunt
@crazymomma007
@kathid_d

Top Tweeters in G6:
@jurylady5
@rk70534
@lizditz
@n7irl
@joekoffee
@ketaminh
@slsandpet
@anthropic
@4tybin
@guytaur

Top Tweeters in G7:
@bunrxm
@ligayaloyola
@katcapps
@estarianne
@soramiffy
@cmargaronis
@ghettoorgan
@march4progress
@npazderski
@joanbushur

Top Tweeters in G8:
@manmet80
@mayirmamay14
@james_savage15
@coastalmom11
@democraticdaisy
@knowyourobama
@bryn32050638
@hxernst
@cristinatarrin1
@arkreader

Top Tweeters in G9:
@cheryl_marlin
@mel_storni
@nobiggovduh
@celestebyrne3
@mazzettam
@milenaac
@hkdemonow
@aleksanderrb
@__redlily__
@scabbyscribe56

Top Tweeters in G10:
@russelltim151
@willseattle
@huffpost
@nytimes
@1zzyzyx1
@nshrubs
@washingtonpost
@forbes
@carlark3
@angie_keathly


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