Propublica, Twitter, 3/3/2023 2:37:30 PM, 290123


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Propublica_2023-03-03_06-05-15.xlsx
Propublica_2023-03-03_06-05-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 03, 2023
Short Description:
Propublica via NodeXL PERMANENTLY_REMOVED
@propublica
@davidminpdx
@sarahkendzior
@enprise1
@thirst4_
@no2hitting
@ericgarland
@gop
@hechizante777
@hannah_dreyfus

Top hashtags:
#unitedhealthcare
#colorado
#failedflorida
#corrupt
#familycourt
#shadowdiplomats

Description:
Description
The graph represents a network of 5,215 Twitter users whose recent tweets contained "Propublica", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 14:08 UTC.

The tweets in the network were tweeted over the 1647-day, 6-hour, 58-minute period from Tuesday, 28 August 2018 at 18:01 UTC to Friday, 03 March 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5215
Unique Edges : 2863
Edges With Duplicates : 10360
Total Edges : 13223
Number of Edge Types : 9
Retweet : 3788
MentionsInRetweet : 4938
MentionsInReplyTo : 1907
Replies to : 793
MentionsInQuote : 225
Tweet : 666
Mentions : 690
Quote : 85
MentionsInQuoteReply : 131
Self-Loops : 991
Reciprocated Vertex Pair Ratio : 0.0209064550587517
Reciprocated Edge Ratio : 0.0409566517189836
Connected Components : 489
Single-Vertex Connected Components : 279
Maximum Vertices in a Connected Component : 4247
Maximum Edges in a Connected Component : 11558
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.549883
Graph Density : 0.000246037201266154
Modularity : 0.458763
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,215 Twitter users whose recent tweets contained "Propublica", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 14:08 UTC.

The tweets in the network were tweeted over the 1647-day, 6-hour, 58-minute period from Tuesday, 28 August 2018 at 18:01 UTC to Friday, 03 March 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[153] https://www.propublica.org/article/draft-bridges
[139] https://www.propublica.org/article/anti-abortion-activists-fighting-to-change-election-law
[66] https://www.propublica.org/article/national-debt-trump
[62] https://www.propublica.org/article/arizona-matthew-stewart-katie-hobbs-dcs
[51] https://www.propublica.org/article/liberty-healthshare-healthcare-sharing-ministries-obamacare
[49] https://www.propublica.org/article/pandemic-spillover-outbreak-guinea-forest-clearing
[37] http://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[30] https://www.propublica.org/article/colorado-family-court-custody-kilmer-lawsuit
[30] https://www.propublica.org/article/parental-alienation-utah-livestream-siblings
[29] https://www.propublica.org/article/senate-report-covid-19-origin-wuhan-lab

Top URLs in Tweet in G1:
[66] https://www.propublica.org/article/draft-bridges
[2] https://twitter.com/CharlesMBlow/status/1630984938475356160/photo/1
[1] https://twitter.com/davidminpdx/status/1630761989902581760/photo/1
[1] https://www.chicagotribune.com/politics/elections/ct-chicago-mayor-election-lori-lightfoot-20230301-eficzzii4vce5c235tgubqwppa-story.html
[1] https://www.nytimes.com/2023/03/01/opinion/lori-lightfoot-chicago.html
[1] https://twitter.com/davidminpdx/status/1630761028912046081
[1] https://www.tiktok.com/@propublica?is_from_webapp=1&sender_device=pc&utm_content=bufferb7a94&utm_medium=social&utm_source=twitter&utm_campaign=Buffer

Top URLs in Tweet in G2:
[18] https://www.propublica.org/article/anti-abortion-activists-fighting-to-change-election-law
[16] https://www.propublica.org/article/tennessee-lobbyists-oppose-new-life-saving-exceptions-abortion-ban
[12] https://trib.al/EK8cnaS
[11] https://www.propublica.org/article/salmon-people-a-native-fishing-familys-fight-to-preserve-a-way-of-life
[11] https://www.propublica.org/article/arizona-matthew-stewart-katie-hobbs-dcs
[10] https://www.propublica.org/jobs/northwest-reporters
[9] https://twitter.com/propublica/status/1629490183660793856
[8] https://www.propublica.org/article/minnesota-new-approach-crisis-pregnancy-centers
[7] https://www.propublica.org/article/colorado-family-court-custody-kilmer-lawsuit
[6] https://twitter.com/propublica/status/1631349831405846528

Top URLs in Tweet in G3:
[93] https://www.propublica.org/article/anti-abortion-activists-fighting-to-change-election-law
[22] https://www.propublica.org/article/arizona-matthew-stewart-katie-hobbs-dcs
[16] https://www.propublica.org/article/liberty-healthshare-healthcare-sharing-ministries-obamacare
[15] https://www.propublica.org/article/pandemic-spillover-outbreak-guinea-forest-clearing
[9] https://www.propublica.org/article/draft-bridges
[8] https://www.propublica.org/article/parental-alienation-utah-livestream-siblings
[8] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[8] https://www.propublica.org/article/senate-report-covid-19-origin-wuhan-lab
[7] https://www.propublica.org/article/colorado-family-court-custody-kilmer-lawsuit
[7] https://www.propublica.org/article/minnesota-new-approach-crisis-pregnancy-centers

Top URLs in Tweet in G4:
[23] https://www.propublica.org/article/national-debt-trump
[14] https://projects.propublica.org/parler-capitol-videos/
[9] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[7] https://thepatr10t.github.io/yall-Qaeda/map.html
[7] https://www.congress.gov/bill/118th-congress/house-bill/347
[7] https://www.c-span.org/congress/bills/bill/?118/hr347
[7] https://projects.propublica.org/represent/bills/118/hr347
[7] https://www.govtrack.us/congress/bills/118/hr347
[6] https://www.propublica.org/article/national-debt-trump/amp
[5] https://projects.propublica.org/coronavirus/bailouts/

Top URLs in Tweet in G5:
[5] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[2] https://www.propublica.org/article/anti-abortion-activists-fighting-to-change-election-law
[2] https://www.propublica.org/article/barre-seid-heartland-institute-hillsdale-college-gmu
[1] https://twitter.com/CheriJacobus/status/1630945739407802371
[1] https://www.propublica.org/article/a-nonprofit-with-ties-to-democrats-is-sending-out-millions-of-ballot-applications-election-officials-wish-it-would-stop
[1] https://www.politico.com/news/2023/03/01/dark-money-leonard-leo-judicial-activism-00084864
[1] https://www.propublica.org:443/article/dark-money-leonard-leo-barre-seid
[1] https://www.propublica.org/article/minnesota-new-approach-crisis-pregnancy-centers
[1] https://www.propublica.org/article/draft-bridges

Top URLs in Tweet in G6:
[15] https://www.propublica.org/article/colorado-family-court-custody-kilmer-lawsuit
[9] https://www.propublica.org/article/parental-alienation-utah-livestream-siblings
[3] https://twitter.com/ginam_minto/status/1630805205255331842/photo/1
[2] https://medium.com/@nationalsafeparents/the-go-to-defense-tactic-of-abusers-in-family-court-since-1985-f2f4cbf40e3a
[2] https://www.onemomsbattle.com/blog/justice-for-ty-and-brynlee
[1] https://www.sltrib.com/news/environment/2023/03/02/legislature-allows-year-round
[1] https://www.propublica.org/newsletters
[1] https://twitter.com/propublica/status/1631349831405846528
[1] https://www.propublica.org/getinvolved/send-propublica-story-tips#form
[1] https://twitter.com/custodypeace/status/1629905500061020168/photo/1

Top URLs in Tweet in G7:
[37] http://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[2] https://www.propublica.org/article/government-bailouts
[2] https://www.propublica.org/article/anti-abortion-activists-fighting-to-change-election-law
[2] https://www.propublica.org/article/trump-friends-and-family-cleared-for-millions-in-small-business-bailout
[1] https://projects.propublica.org/nonprofits/organizations/263823877
[1] https://www.propublica.org/article/wisconsin-dairy-farm-jefferson-rodriguez
[1] https://www.propublica.org/article/norfolk-southern-policy-safety-alerts-east-palestine-derailment
[1] https://www.propublica.org/article/national-debt-trump
[1] https://townhall.com/columnists/senatorrickscott/2023/03/01/to-save-america-from-washington-congress-needs-spending-reforms-n2620094
[1] https://twitter.com/propublica?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor

Top URLs in Tweet in G8:
[3] https://www.propublica.org/article/draft-bridges/amp
[2] https://www.propublica.org/article/liberty-healthshare-healthcare-sharing-ministries-obamacare
[1] https://www.propublica.org/article/anti-abortion-activists-fighting-to-change-election-law
[1] https://www.youtube.com/watch?v=qiWITgoR9Ao&feature=youtu.be


Top URLs in Tweet in G9:
[7] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[2] https://www.propublica.org/getinvolved/insurance-denial-health-care-investigation
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4616576/
[2] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[1] https://thecapitolforum.com/resources/united-healthcares-culture-and-coverage-denial-crisis-with-david-armstrong-and-patrick-rucker/
[1] https://twitter.com/Capitol_Forum/status/1631333054131183622/photo/1
[1] https://twitter.com/Incrementallog1/status/1578873260225499138/video/1
[1] https://www.missingkids.org/poster/NCMC/1351262/1/screen
[1] https://twitter.com/MissingVanished/status/1628438093316427777/photo/1
[1] https://radaris.com/f/Joan/Huppi/Doctor

Top URLs in Tweet in G10:
[9] https://www.propublica.org/article/pandemic-spillover-outbreak-guinea-forest-clearing
[5] https://www.propublica.org/article/black-children-were-jailed-for-a-crime-that-doesnt-exist
[4] https://www.propublica.org/article/pandemic-outbreak-guinea-forest-propublica-analysis
[2] https://www.propublica.org/article/arizona-matthew-stewart-katie-hobbs-dcs
[2] https://www.propublica.org/article/texas-greg-abbott-guns-crime-mass-shootings
[2] https://earthobservatory.nasa.gov/images/146296/global-green-up-slows-warming
[2] https://www.propublica.org/article/students-police-arrests-illinois-garrison-school
[1] https://twitter.com/irenatfh/status/1630310415178641411
[1] https://twitter.com/CarolineYLChen/status/1630206712694325249/photo/1
[1] https://www.propublica.org/jobs/northwest-reporters

Top Domains
Top Domains in Tweet in Entire Graph:
[1283] propublica.org
[393] twitter.com
[60] trib.al
[24] apple.news
[18] c-span.org
[17] govtrack.us
[16] youtube.com
[9] theguardian.com
[8] tiktok.com
[7] paper.li

Top Domains in Tweet in G1:
[66] propublica.org
[4] twitter.com
[1] chicagotribune.com
[1] nytimes.com
[1] tiktok.com

Top Domains in Tweet in G2:
[150] propublica.org
[79] twitter.com
[54] trib.al
[6] tiktok.com
[6] youtube.com
[3] wnycstudios.org
[3] paper.li
[2] shareaholic.com
[2] crimesstate.com
[2] bluestemprairie.com

Top Domains in Tweet in G3:
[312] propublica.org
[19] twitter.com
[12] apple.news
[2] google.com
[2] shepherdgazette.com
[2] zenodo.org
[2] nabjcareers.org
[1] buffalopundit.com
[1] theappeal.org
[1] pulitzercenter.org

Top Domains in Tweet in G4:
[119] propublica.org
[60] twitter.com
[17] c-span.org
[17] govtrack.us
[7] github.io
[7] congress.gov
[7] house.gov
[4] senate.gov
[4] youtube.com
[3] cbpp.org

Top Domains in Tweet in G5:
[13] propublica.org
[1] twitter.com
[1] politico.com

Top Domains in Tweet in G6:
[28] propublica.org
[15] twitter.com
[2] medium.com
[2] onemomsbattle.com
[1] sltrib.com
[1] documentcloud.org
[1] gwu.edu

Top Domains in Tweet in G7:
[54] propublica.org
[3] twitter.com
[1] townhall.com
[1] politico.com
[1] washingtonpost.com
[1] rb.gy
[1] wsj.com

Top Domains in Tweet in G8:
[6] propublica.org
[1] youtube.com

Top Domains in Tweet in G9:
[13] twitter.com
[12] propublica.org
[2] nih.gov
[1] thecapitolforum.com
[1] missingkids.org
[1] radaris.com
[1] facebook.com
[1] nbcnews.com
[1] newsie.social
[1] paper.li

Top Domains in Tweet in G10:
[26] propublica.org
[6] twitter.com
[2] apple.news
[2] nasa.gov
[1] thestoryexchange.org
[1] paper.li
[1] limportant.fr
[1] texastribune.org
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[39] unitedhealthcare
[14] colorado
[13] failedflorida
[13] corrupt
[12] familycourt
[11] shadowdiplomats
[8] markkilmer
[6] blackhistorymonth
[6] africanamerican
[6] azgov



Top Hashtags in Tweet in G2:
[5] studentdebtrelief
[2] ca45
[2] abortion
[2] stopjunkinsurance
[2] familycourt
[2] nicar23
[2] healthcare
[2] regulation
[2] christianthugs
[2] nmfire

Top Hashtags in Tweet in G3:
[2] ebola
[2] abortion
[2] separationofchurchandstate
[2] investigativejournalism
[2] cartel
[2] propublica
[1] studentloanforgiveness
[1] cop
[1] leadership
[1] conspired

Top Hashtags in Tweet in G4:
[2] goptaxscam
[2] autopilot
[2] jan6th
[1] studentloanforgiveness
[1] gophypocrisy
[1] gopcorruptionovercountry
[1] magapoliticalviolence
[1] january6th
[1] 2yrs
[1] bidenflation

Top Hashtags in Tweet in G5:
[3] leonardleo
[3] darkmoney
[1] kochnetwork
[1] screwu

Top Hashtags in Tweet in G6:
[14] colorado
[10] familycourt
[8] markkilmer
[2] kaydenslaw
[2] familycourtreform
[1] impact
[1] familycourtcrisis
[1] peace
[1] postseperationabuse
[1] domesticviolence

Top Hashtags in Tweet in G7:
[2] insurance
[1] insurancelaw
[1] insurancefraud
[1] medicareforall
[1] insurancescam
[1] healthinsurance
[1] m4a
[1] improvedmedicare4all
[1] corruption
[1] unitedhealthcare

Top Hashtags in Tweet in G9:
[38] unitedhealthcare
[5] ivig
[4] missing
[4] missingpeople
[4] agid
[4] healthcare
[2] healthcarereform
[2] daryaft
[2] health
[2] insurance

Top Hashtags in Tweet in G10:
[2] texas
[2] txlege
[1] azleg
[1] womenshistorymonth
[1] endgunviolence
[1] texasmajority
[1] dosomethingtexas

Top Words
Top Words in Tweet in Entire Graph:
[1492] propublica
[1307] davidminpdx
[1269] one
[1147] lori
[1144] lightfoot
[1106] chicago
[1067] worth
[1067] thought
[1064] mayor
[1064] tonight

Top Words in Tweet in G1:
[1269] davidminpdx
[1038] lori
[1038] lightfoot
[1036] thought
[1036] one
[1036] chicago
[1036] worth
[1036] mayor
[1036] loses
[1036] reflecting

Top Words in Tweet in G2:
[917] propublica
[267] election
[230] abortion
[230] law
[184] family
[165] firm
[147] integrity
[134] sowing
[119] long
[119] megsnewz

Top Words in Tweet in G3:
[95] abortion
[83] anti
[83] election
[79] law
[67] propublica
[59] firm
[58] 2020
[57] kansas
[56] attorney
[56] disgraced

Top Words in Tweet in G4:
[46] trump
[43] debt
[41] gop
[34] congressvotesbt
[31] national
[30] propublica
[29] president
[26] bill
[26] potus
[24] ppp

Top Words in Tweet in G5:
[217] sarahkendzior
[204] name
[203] leonard
[201] article
[200] gave
[200] windfall
[200] wild
[200] leo's
[200] nearly
[200] financial

Top Words in Tweet in G6:
[156] hannah_dreyfus
[140] court
[125] family
[98] kids
[95] barricaded
[94] bedroom
[94] orders
[90] month
[90] wrote
[90] forcing

Top Words in Tweet in G7:
[80] denied
[72] coverage
[47] student
[45] propublica
[44] ill
[44] fought
[44] chronically
[44] during
[43] discovery
[43] back

Top Words in Tweet in G8:
[155] ericgarland
[84] pro
[84] overthrow
[84] child
[84] state
[84] connected
[84] missouri's
[84] attempted
[84] directly
[84] politicians

Top Words in Tweet in G9:
[37] #unitedhealthcare
[25] uhc
[24] propublica
[23] davidarmstrongx
[20] askuhc
[17] coverage
[14] il_insurance
[13] mayatmiller
[11] deny
[11] samuel__orlando

Top Words in Tweet in G10:
[36] propublica
[35] carolineylchen
[21] world
[21] kartikaym
[20] markolalde
[19] down
[18] read
[18] forests
[17] spillover
[17] including

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1143] lori,lightfoot
[1061] chicago,mayor
[1058] primary,tonight
[1058] tonight,worth
[1058] mayor,lori
[1058] reflecting,thought
[1058] loses,primary
[1058] lightfoot,loses
[1058] thought,one
[1058] worth,reflecting

Top Word Pairs in Tweet in G1:
[1038] lori,lightfoot
[1036] tonight,worth
[1036] worth,reflecting
[1036] mayor,lori
[1036] lightfoot,loses
[1036] reflecting,thought
[1036] primary,tonight
[1036] chicago,mayor
[1036] thought,one
[1036] loses,primary

Top Word Pairs in Tweet in G2:
[165] law,firm
[145] election,integrity
[118] sowing,doubts
[116] part,long
[116] long,term
[116] integrity,part
[116] doubts,election
[115] catholic,led
[115] term,strategy
[115] firm,sowing

Top Word Pairs in Tweet in G3:
[83] anti,abortion
[59] law,firm
[56] kansas,attorney
[55] dispute,2020
[55] abortion,law
[55] disgraced,kansas
[55] 2020,election
[54] firm,teamed
[54] teamed,disgraced
[54] attorney,dispute

Top Word Pairs in Tweet in G4:
[31] national,debt
[20] congressvotesbt,vote
[18] donald,trump
[17] propublica,govtrack
[17] links,span
[16] twice,impeached
[15] best,donald
[15] added,8t
[15] failed,president
[15] gop,best

Top Word Pairs in Tweet in G5:
[200] article,leonard
[200] donor,gave
[200] leonard,leo's
[200] name,donor
[200] nearly,article
[200] windfall,name
[200] financial,windfall
[200] wild,nearly
[200] leo's,financial
[199] sarahkendzior,wild

Top Word Pairs in Tweet in G6:
[116] family,court
[90] barricaded,themselves
[90] defy,family
[90] kids,barricaded
[90] themselves,bedroom
[90] last,month
[90] court,orders
[90] orders,forcing
[90] bedroom,last
[90] month,defy

Top Word Pairs in Tweet in G7:
[71] denied,coverage
[44] coverage,chronically
[44] chronically,ill
[43] penn,state
[43] fought,back
[43] state,student
[43] united,healthcare
[43] discovery,during
[43] ill,penn
[43] propublica,united

Top Word Pairs in Tweet in G8:
[84] ah,missouri's
[84] missouri's,pro
[84] state,politicians
[84] connected,attempted
[84] politicians,directly
[84] child,trafficking
[84] trafficking,state
[84] attempted,overthrow
[84] directly,connected
[84] pro,child

Top Word Pairs in Tweet in G9:
[20] askuhc,uhc
[13] mayatmiller,davidarmstrongx
[10] uhc,propublica
[10] chronically,ill
[10] samuel__orlando,askuhc
[8] deny,coverage
[8] il_insurance,mayatmiller
[8] propublica,il_insurance
[6] coverage,chronically
[6] davidarmstrongx,#unitedhealthcare

Top Word Pairs in Tweet in G10:
[16] perfect,climate
[16] slowly,killing
[16] creating,perfect
[16] world,forests
[16] kinds,ways
[16] killing,kinds
[16] forests,slowly
[16] ways,including
[16] including,creating
[16] turns,cutting

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@congressvotesbt
@speakermccarthy
@askuhc
@rrm4a
@hannah_dreyfus
@peterelkind
@mike_pence
@gop
@lonewan79535535

Top Replied-To in G1:
@charlesmblow

Top Replied-To in G2:
@propublica
@peterelkind
@lonewan79535535
@megsnewz
@charlesornstein
@brettmmurphy
@asiakmfields
@bykenarmstrong
@3callsaday
@have_odd

Top Replied-To in G4:
@congressvotesbt
@speakermccarthy
@rrm4a
@gop
@repjasonsmith
@repbentz
@krassenstein
@repstefanik
@abbygeek

Top Replied-To in G5:
@crewcrew
@sarahkendzior

Top Replied-To in G6:
@hannah_dreyfus
@safe_parents
@propublica
@custodypeace
@lisalum61
@pweiser
@drcareyyazeed
@shelleypotter
@repmegfroe
@cdcgov

Top Replied-To in G7:
@repandybiggsaz
@sentomcotton
@chrisanethery
@wokbonds
@summeranne
@kelkelkelkel
@senrickscott
@repdonaldspress
@senwhitehouse
@sen_joemanchin

Top Replied-To in G9:
@askuhc
@cnn
@danfell
@propublica
@drnic1

Top Replied-To in G10:
@kartikaym
@markolalde
@carolineylchen
@cliff_oiiiiiiio
@propublica
@everytown
@aefauld
@lqlana
@seanbau70166154
@awkwordrap

Top Mentioned
Top Mentioned in Entire Graph:
@davidminpdx
@propublica
@sarahkendzior
@hannah_dreyfus
@ericgarland
@megsnewz
@charlesornstein
@bykenarmstrong
@melanienewport
@thetakeaway

Top Mentioned in G1:
@davidminpdx
@propublica
@pbswi

Top Mentioned in G2:
@propublica
@megsnewz
@charlesornstein
@bykenarmstrong
@thetakeaway
@katiecampbell
@msanchezmia
@asiakmfields
@pbswi
@mrym_jml

Top Mentioned in G3:
@remirol1956
@askgro
@sercleinc
@mendingmindsvil
@faircostplans

Top Mentioned in G4:
@gop
@potus
@housegop
@hardyonthebeach
@speakermccarthy
@repstefanik
@krassenstein
@propublica
@repjasonsmith
@rbreich

Top Mentioned in G5:
@sarahkendzior
@crewcrew
@badachie
@davidminpdx
@megsnewz
@propublica
@johnnyheldt
@annemuntean
@stunnedvoter
@politico

Top Mentioned in G6:
@hannah_dreyfus
@propublica
@valkilmer
@custodypeace
@safe_parents
@susanbassi
@apa
@danielle2u
@repmegfroe
@mgsquires

Top Mentioned in G7:
@sensherrodbrown
@enprise1
@senatorbaldwin
@senjohnkennedy
@sengarypeters
@senrickscott
@nbcphiladelphia
@sen_joemanchin
@senwarren
@ecker_recipes

Top Mentioned in G8:
@ericgarland
@sarahkendzior
@propublica
@parkermolloy
@megsnewz

Top Mentioned in G9:
@propublica
@davidarmstrongx
@uhc
@il_insurance
@mayatmiller
@samuel__orlando
@askuhc
@patrickmrucker
@abc
@nbcnews

Top Mentioned in G10:
@carolineylchen
@propublica
@kartikaym
@markolalde
@irenatfh
@ali_bat
@a_l
@lisalsong
@fieldsrobin

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@rk70534
@joni_looking
@telesurtv
@yarosisnancy
@_redfrog
@lizditz
@kenkircher1
@ntkrnow
@gojira007x

Top Tweeters in G1:
@bunrxm
@wally_wests
@pqpolitics
@tigerbeat
@funnagan
@plankysmith
@shasta_otter
@raypride
@sparkleshines
@dmellieon

Top Tweeters in G2:
@rk70534
@_redfrog
@kenkircher1
@bannerite
@pollsstar
@carrybeyond
@bellesapepper37
@wildwalkerwoman
@joanisparkles
@jamestoupin

Top Tweeters in G3:
@bmlewis2
@redot2005
@mary_swilling
@remirol1956
@rocket_rosie
@spanishcountry
@doctorow
@udnspeak4me
@natty4bumpo
@deviousfranklin

Top Tweeters in G4:
@smc429
@lorac328
@ap
@a_standal
@nowthisnews
@chicago1ray
@travi44
@petallu
@lauriefare1
@lemstraw

Top Tweeters in G5:
@lizditz
@gojira007x
@b1e56df9ce6549f
@n7irl
@micjojd
@stunnedvoter
@toniragusa
@drmaggiesa
@angryblacklady
@warnockwarrior

Top Tweeters in G6:
@missb62
@mrtachilles
@nailsncrowns
@wmn4srvl
@crosswhen
@denverchannel
@inspect54932104
@who_ism
@debraclinton
@weronlystardust

Top Tweeters in G7:
@ntkrnow
@fox29philly
@wpxi
@wtae
@6abc
@cbs21news
@nbcphiladelphia
@thespybrief
@fox43
@kdka

Top Tweeters in G8:
@givemepie360
@russelltim151
@79topper
@kimpy123
@stlhd100
@ydanasmithdutra
@arcticfox_am_i
@upchuck66
@morr_1980
@dalocoengineer

Top Tweeters in G9:
@telesurtv
@reuters
@skynews
@rt_com
@abc
@cnn
@cbsnews
@nbcnews
@ctvnews
@guardiannews

Top Tweeters in G10:
@1loriking
@baronianconsult
@lawgirl318
@sandhralee
@freep
@trillharris
@cnnpolitics
@mrchew3131
@brianvan
@david_indeje


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