Propublica, Twitter, 2/3/2023 2:13:42 PM, 288445


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Propublica_2023-02-03_06-05-14.xlsx
Propublica_2023-02-03_06-05-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 03, 2023
Short Description:
Propublica via NodeXL https://bit.ly/3RCdJN2
@propublica
@uhc
@sweatieangle
@tracyweber
@drdanchoi
@eisingerj
@speakermccarthy
@repmtg
@dglaucomflecken
@davidarmstrongx

Top hashtags:
#republicandebt
#ibd
#proudblue
#healthcare
#unitedhealthcare
#medicareforall

Description:
Description
The graph represents a network of 4,642 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 14:09 UTC.

The tweets in the network were tweeted over the 1394-day, 5-hour, 38-minute period from Wednesday, 10 April 2019 at 19:22 UTC to Friday, 03 February 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 : 4642
Unique Edges : 3358
Edges With Duplicates : 10397
Total Edges : 13755
Number of Edge Types : 9
Retweet : 3658
MentionsInRetweet : 5462
Quote : 360
Replies to : 716
MentionsInReplyTo : 2604
MentionsInQuote : 114
Mentions : 327
Tweet : 466
MentionsInQuoteReply : 48
Self-Loops : 640
Reciprocated Vertex Pair Ratio : 0.016290212183436
Reciprocated Edge Ratio : 0.0320581896551724
Connected Components : 373
Single-Vertex Connected Components : 269
Maximum Vertices in a Connected Component : 4037
Maximum Edges in a Connected Component : 12857
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.552995
Graph Density : 0.000344604749399843
Modularity : 0.416961
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,642 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 14:09 UTC.

The tweets in the network were tweeted over the 1394-day, 5-hour, 38-minute period from Wednesday, 10 April 2019 at 19:22 UTC to Friday, 03 February 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:
[343] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[166] https://twitter.com/propublica/status/1621086497871986688
[125] https://twitter.com/propublica/status/1621175623988166657
[101] https://www.propublica.org/article/national-debt-trump
[63] https://projects.propublica.org/coronavirus/bailouts/loans/the-gender-affirmation-project-1781047405
[58] https://projects.propublica.org/coronavirus/bailouts/loans/drag-queen-story-hour-nyc-ltd-8403128308
[53] https://www.propublica.org/getinvolved/insurance-denial-health-care-investigation
[45] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis?utm_medium=social&utm_campaign=socialflow&utm_source=twitter
[29] https://www.propublica.org/article/national-debt-trump/amp
[22] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature

Top URLs in Tweet in G1:
[128] https://twitter.com/propublica/status/1621086497871986688
[78] https://twitter.com/propublica/status/1621175623988166657
[11] https://twitter.com/propublica/status/1621175623988166657?s=46&t=nHziAI6Ge--osz3Tfi2MrA
[7] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[6] https://www.propublica.org/article/lawmakers-pledge-to-fight-for-comprehensive-action-stillbirths
[6] https://twitter.com/TheGorgePodcast/status/1621243238366564357/photo/1
[5] https://twitter.com/propublica/status/1621129381199609858
[4] https://twitter.com/vallejojustice/status/1621262163250941952/photo/1
[2] https://trib.al/JerSstA
[2] https://www.propublica.org/getinvolved/insurance-denial-health-care-investigation

Top URLs in Tweet in G2:
[42] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[31] https://twitter.com/propublica/status/1621175623988166657
[18] https://twitter.com/martianarctic/status/1621186088596553728/photo/1
[11] https://twitter.com/propublica/status/1621175623988166657?t=3egyNgboiM_wiID8AVvONg&s=19
[8] https://www.propublica.org/getinvolved/insurance-denial-health-care-investigation
[7] https://twitter.com/propublica/status/1621175623988166657?s=46&t=nHziAI6Ge--osz3Tfi2MrA
[3] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[2] https://twitter.com/DGlaucomflecken/status/1621243674565939200/photo/1
[2] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis?utm_source=twitter&utm_campaign=socialflow&utm_medium=social
[2] https://twitter.com/propublica/status/1621086497871986688

Top URLs in Tweet in G3:
[9] https://twitter.com/propublica/status/1621086497871986688
[4] https://twitter.com/SweatieAngle/status/1621232448691478528/photo/1
[2] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[1] https://www.propublica.org/article/what-to-know-about-gas-stove-risks
[1] https://twitter.com/CaraSantaMaria/status/1621293890140622850/photo/1

Top URLs in Tweet in G4:
[33] https://www.propublica.org/getinvolved/insurance-denial-health-care-investigation
[17] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[5] https://www.propublica.org/article/lawmakers-pledge-to-fight-for-comprehensive-action-stillbirths
[3] https://twitter.com/davidarmstrongx/status/1621131114688688129
[3] https://twitter.com/DavidArmstrongX/status/1621131114688688129
[2] https://www.youtube.com/watch?v=71TOJWZ2Ses

[1] https://twitter.com/DavidArmstrongX/status/1621131135177859073/video/1
[1] https://www.propublica.org/article/how-to-prevent-carbon-monoxide-poisoning-in-your-home
[1] https://pubmed.ncbi.nlm.nih.gov/
[1] https://the1a.org/segments/fighting-back-against-health-insurance-denials/

Top URLs in Tweet in G5:
[181] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[19] https://apple.news/AlddD-u5ISm-TUsPweQCeLw
[17] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[7] https://www.propublica.org/article/national-debt-trump
[7] https://www.propublica.org/getinvolved/insurance-denial-health-care-investigation
[7] https://www.propublica.org/article/lawmakers-pledge-to-fight-for-comprehensive-action-stillbirths
[6] https://www.propublica.org/article/navy-records-defense-department-bonhomme
[5] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis?utm_medium=social&utm_campaign=socialflow&utm_source=twitter
[5] https://www.propublica.org/article/dickson-mounds-museum-history
[5] https://stocks.apple.com/AlddD-u5ISm-TUsPweQCeLw

Top URLs in Tweet in G6:
[14] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[3] https://twitter.com/bobjherman/status/1621228801630806020/photo/1
[3] https://projects.propublica.org/nonprofits/organizations/131623965
[2] https://www.propublica.org/article/propublica-investigative-editor-training-program
[2] https://twitter.com/propublica/status/1621175623988166657
[2] https://www.propublica.org/article/navy-records-defense-department-bonhomme
[2] https://www.propublica.org/getinvolved/insurance-denial-health-care-investigation
[1] https://twitter.com/eisingerj/status/1621118762652155905/photo/1
[1] https://www.propublica.org/article/lawmakers-pledge-to-fight-for-comprehensive-action-stillbirths
[1] https://trib.al/JH2avKf

Top URLs in Tweet in G7:
[3] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[2] https://trib.al/STHhVU5
[2] https://twitter.com/propublica/status/1621086497871986688
[2] https://twitter.com/msmarph/status/1621170516345360385/photo/1
[1] https://twitter.com/tracyweber/status/1621252341495128064/photo/1
[1] https://twitter.com/tracyweber/status/1621127561853157379/photo/1
[1] https://projects.propublica.org/nonprofits/organizations/131623965
[1] https://twitter.com/neauxleaux/status/1621201119069208576/photo/1
[1] https://www.startribune.com/were-still-gonna-say-no-inside-unitedhealthcares-effort-to-deny-coverage-to-chronically-ill-patient/600248560/

Top URLs in Tweet in G8:
[46] https://www.propublica.org/article/national-debt-trump
[21] https://www.propublica.org/article/national-debt-trump/amp
[12] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[2] https://projects.propublica.org/represent/members/trump-texas-amicus-house-members
[2] https://twitter.com/propublica/status/1621086497871986688
[2] https://twitter.com/propublica/status/1621175623988166657
[2] https://twitter.com/stevekerwin7/status/1621159085805830152/photo/1
[1] https://twitter.com/SpeakerMcCarthy/status/1620915437696327680/video/1
[1] https://twitter.com/SpeakerMcCarthy/status/1621212512724176896/video/1
[1] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature

Top URLs in Tweet in G9:
[63] https://projects.propublica.org/coronavirus/bailouts/loans/the-gender-affirmation-project-1781047405
[58] https://projects.propublica.org/coronavirus/bailouts/loans/drag-queen-story-hour-nyc-ltd-8403128308
[6] https://projects.propublica.org/coronavirus/bailouts/loans/taylor-commercial-inc-1932537103
[6] https://www.propublica.org:443/article/ivanka-donald-trump-jr-close-to-being-charged-felony-fraud
[5] https://www.propublica.org:443/article/liu-tao-trump-meeting-china-investigation
[4] https://projects.propublica.org/coronavirus/bailouts/
[2] https://projects.propublica.org/coronavirus/bailouts/search?q=National+Rifle+Association+&v=3
[2] https://projects.propublica.org/coronavirus/bailouts/?s=03
[1] https://twitter.com/RepMTG/status/1621248516864483328/video/1
[1] https://www.propublica.org/article/trump-friends-and-family-cleared-for-millions-in-small-business-bailout

Top URLs in Tweet in G10:
[2] https://twitter.com/justinalpertesq/status/1621210773476331521/photo/1
[2] https://twitter.com/justinalpertesq/status/1618712138763362304/photo/1
[1] https://twitter.com/justinalpertesq/status/1621206600642879488/photo/1
[1] https://media.fisheries.noaa.gov/2022-04/AtlanticShoresHRG_2022_IssuedIHA_OPR1.pdf
[1] https://www.propublica.org/article/how-mckinsey-is-making-100-million-and-counting-advising-on-the-governments-bumbling-coronavirus-response/amp?__twitter_impression=true
[1] http://dcs.whoi.edu/mamv0721/mamv0721_mamv.shtml
[1] http://dcs.whoi.edu/njatl0721/njatl0721_njatl.shtml
[1] https://twitter.com/Barbarajdurkin/status/1621246685044264961/photo/1
[1] https://twitter.com/propublica/status/1621175623988166657
[1] https://docs.google.com/spreadsheets/d/1jymWRmlvqWg1Dmx08Cb3dci47zY-hbX4VbPls1b8HTY/edit?usp=sharing

Top Domains
Top Domains in Tweet in Entire Graph:
[941] propublica.org
[561] twitter.com
[22] apple.news
[16] trib.al
[6] tweetedtimes.com
[6] apple.com
[5] uhc.com
[4] youtube.com
[3] thehill.com
[3] linkedin.com

Top Domains in Tweet in G1:
[256] twitter.com
[24] propublica.org
[12] trib.al
[2] theintercept.com
[1] irs.gov
[1] startribune.com
[1] paper.li
[1] nakedcapitalism.com
[1] thehill.com
[1] fiercehealthcare.com

Top Domains in Tweet in G2:
[95] twitter.com
[60] propublica.org
[5] uhc.com
[1] uhc.care
[1] spr.ly
[1] uhg.co

Top Domains in Tweet in G3:
[14] twitter.com
[3] propublica.org

Top Domains in Tweet in G4:
[57] propublica.org
[17] twitter.com
[2] youtube.com
[1] nih.gov
[1] the1a.org
[1] patientadvocate.org
[1] mmm-online.com
[1] threadreaderapp.com
[1] change.org
[1] apple.com

Top Domains in Tweet in G5:
[271] propublica.org
[20] apple.news
[6] twitter.com
[6] tweetedtimes.com
[5] apple.com
[2] reddit.com
[2] linkedin.com
[1] documentcloud.org
[1] undark.org
[1] lautre.net

Top Domains in Tweet in G6:
[25] propublica.org
[13] twitter.com
[1] trib.al
[1] totalregistration.net

Top Domains in Tweet in G7:
[7] twitter.com
[4] propublica.org
[2] trib.al
[1] startribune.com

Top Domains in Tweet in G8:
[85] propublica.org
[22] twitter.com

Top Domains in Tweet in G9:
[150] propublica.org
[10] twitter.com
[1] thehill.com

Top Domains in Tweet in G10:
[7] twitter.com
[2] whoi.edu
[1] noaa.gov
[1] propublica.org
[1] google.com
[1] prairieisland.org
[1] mprnews.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[47] republicandebt
[37] ibd
[31] proudblue
[12] healthcare
[11] unitedhealthcare
[10] medicareforall
[6] magahypocrites
[5] healthcareisahumanright
[5] universalhealthcare
[5] gitwitter



Top Hashtags in Tweet in G1:
[4] healthcareisahumanright
[2] defund
[2] universalhealthcare
[1] endstillbirth
[1] gitwitter
[1] medtwitter
[1] stillbirthpreventionact
[1] technology
[1] technews
[1] healthinsurance

Top Hashtags in Tweet in G2:
[35] ibd
[4] gitwitter
[3] ulcerativecolitis
[3] medtwitter
[2] unitedhealthcare
[2] proudblue
[2] ivig
[2] agid
[2] myalgicencephalomyelitis
[2] longcovid

Top Hashtags in Tweet in G3:
[2] gasappliances
[1] gasstove
[1] gasoven
[1] healthrisks
[1] greenhousegas
[1] methane

Top Hashtags in Tweet in G4:
[1] groundhogday
[1] abortionishealthcare
[1] womensrightsarehumanrights
[1] goptraitorstodemocracy
[1] codifytheera
[1] legislatesperm
[1] diepflap
[1] breastcancer
[1] reconstruction
[1] insurance

Top Hashtags in Tweet in G5:
[6] healthcare
[3] health
[3] insurance
[2] unitedhealthcare
[1] m4a
[1] debt
[1] debtlimit
[1] isaidwhatisaid
[1] lymphedema
[1] f

Top Hashtags in Tweet in G6:
[2] healthcare

Top Hashtags in Tweet in G8:
[9] medicareforall
[7] unitedhealthcare
[2] unitedhealth
[2] medicaid
[2] medicare
[2] healthcare
[2] goptaxscam
[2] gopclownshow
[1] singlepayer
[1] autopilot

Top Hashtags in Tweet in G9:
[4] drugsinamerica
[4] ivanka2024
[1] boobs
[1] secondamendment

Top Hashtags in Tweet in G10:
[1] goldmansachs
[1] resign
[1] mentalhealth
[1] diabetes
[1] chronic

Top Words
Top Words in Tweet in Entire Graph:
[1980] propublica
[1856] insurance
[1202] uhc
[922] treatment
[829] patient
[768] health
[764] student
[734] decided
[732] finally
[663] nurse

Top Words in Tweet in G1:
[1020] propublica
[846] insurance
[479] treatment
[466] pay
[463] found
[459] worked
[457] student
[456] finally
[455] decided
[452] college

Top Words in Tweet in G2:
[802] uhc
[612] insurance
[455] propublica
[414] dglaucomflecken
[406] health
[322] company
[303] keep
[296] work
[292] doctors
[288] ghouls

Top Words in Tweet in G3:
[231] nurse
[230] named
[228] illnesses
[228] kill
[228] victoria
[228] chronic
[228] conspires
[228] listed
[228] kavanaugh
[228] patients

Top Words in Tweet in G4:
[117] insurance
[109] davidarmstrongx
[99] charlesornstein
[79] story
[75] treatment
[69] uhc
[66] propublica
[63] health
[57] care
[53] listen

Top Words in Tweet in G5:
[139] coverage
[133] deny
[131] patient
[127] inside
[108] effort
[98] unitedhealthcare
[97] ill
[95] chronically
[75] still
[72] gonna

Top Words in Tweet in G6:
[147] decided
[147] finally
[147] student
[142] expensive
[139] under
[137] united
[137] colitis
[136] severe
[136] control
[136] weren

Top Words in Tweet in G7:
[182] treatment
[174] expensive
[174] tracyweber
[171] re
[170] story
[168] behave
[168] captures
[168] candid
[168] folks
[168] insurers

Top Words in Tweet in G8:
[56] speakermccarthy
[39] trump
[32] debt
[24] tax
[24] pay
[23] cut
[22] told
[21] itself
[20] zaleskiluke
[17] during

Top Words in Tweet in G9:
[130] repmtg
[65] 000
[63] care
[63] affirmation
[63] clinic
[63] gender
[63] ca
[63] psychological
[63] project
[63] riverside

Top Words in Tweet in G10:
[37] realsirignano
[37] jwsagain
[36] romulus7078
[36] justinalpertesq
[34] barbarajdurkin
[32] buttooth1
[26] hsmith24993512
[26] larrycasanova9
[26] colarchon
[25] wakeupnj

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[576] college,student
[576] health,insurance
[574] treatment,worked
[574] found,treatment
[573] finally,found
[573] student,finally
[564] insurance,giant
[530] worked,insurance
[528] wouldn,pay
[528] decided,wouldn

Top Word Pairs in Tweet in G1:
[452] found,treatment
[452] student,finally
[452] college,student
[452] finally,found
[452] treatment,worked
[443] insurance,giant
[442] wouldn,pay
[442] giant,decided
[442] decided,wouldn
[442] worked,insurance

Top Word Pairs in Tweet in G2:
[342] health,insurance
[313] insurance,company
[288] nurses,work
[288] uhc,health
[288] keep,saying
[287] work,uhc
[287] ll,keep
[287] soulless,ghouls
[287] doctors,nurses
[287] company,soulless

Top Word Pairs in Tweet in G3:
[228] kill,patients
[228] article,conspires
[228] victoria,kavanaugh
[228] named,victoria
[228] conspires,kill
[228] nurse,named
[228] chronic,illnesses
[228] listed,article
[228] kavanaugh,listed
[228] patients,chronic

Top Word Pairs in Tweet in G4:
[47] health,insurance
[43] insurance,denials
[39] college,student
[39] carbon,monoxide
[38] found,treatment
[38] finally,found
[38] weeklong,power
[38] poisoning,during
[38] texans,died
[38] student,finally

Top Word Pairs in Tweet in G5:
[131] deny,coverage
[108] effort,deny
[95] ill,patient
[95] coverage,chronically
[95] chronically,ill
[73] unitedhealthcare,effort
[72] inside,unitedhealthcare
[72] still,gonna
[71] gonna,inside
[70] re,still

Top Word Pairs in Tweet in G6:
[136] colitis,under
[136] gotten,student
[136] drugs,finally
[136] decided,weren
[136] finally,gotten
[136] severe,colitis
[136] expensive,united
[136] control,expensive
[136] under,control
[136] student,severe

Top Word Pairs in Tweet in G7:
[168] story,captures
[168] captures,candid
[168] faced,expensive
[168] re,wondering
[168] treatment,story
[168] wondering,folks
[168] insurers,behave
[168] folks,insurers
[168] expensive,treatment
[168] behave,faced

Top Word Pairs in Tweet in G8:
[22] tax,cut
[21] trump,tax
[21] told,trump
[21] cut,pay
[21] pay,itself
[21] speakermccarthy,told
[20] zaleskiluke,speakermccarthy
[15] effort,deny
[15] national,debt
[15] speakermccarthy,during

Top Word Pairs in Tweet in G9:
[63] project,riverside
[63] care,clinic
[63] riverside,ca
[63] gender,affirmation
[63] ca,psychological
[63] psychological,care
[63] affirmation,project
[63] 000,gender
[62] repmtg,000
[58] five,boroughs

Top Word Pairs in Tweet in G10:
[24] colarchon,buttooth1
[24] jwsagain,colarchon
[24] hsmith24993512,jwsagain
[20] realsirignano,hsmith24993512
[18] wakeupnj,larrycasanova9
[17] mamabearnj908,winslow_nj
[16] justinalpertesq,realsirignano
[14] romulus7078,justinalpertesq
[13] njsendems,senatenj
[13] jesseprimetime,oldglorycries

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@uhc
@scottm2018
@drtifftaft
@dglaucomflecken
@mikepompeo
@speakermccarthy
@christi60094964
@charlesornstein
@startribune

Top Replied-To in G1:
@propublica
@salisner
@startribune
@johnrintz
@donnahenry75
@dpru77
@theadnama
@dglaucomflecken
@tracyweber
@lesliegmgrrl

Top Replied-To in G2:
@propublica
@scottm2018
@uhc
@drtifftaft
@christi60094964
@dglaucomflecken
@charlesornstein
@martianarctic
@smartcorgi
@unitedhealthgrp

Top Replied-To in G3:
@godel_number
@philliedrone
@propublica

Top Replied-To in G4:
@charlesornstein
@1a
@vincentrk
@propublica
@markolalde
@harmonyis1
@oibcomber
@themorrancave
@fastlerner

Top Replied-To in G6:
@stephsnyder2014
@itismececily
@protectrdfnders
@bykenarmstrong
@propublica

Top Replied-To in G7:
@codo33
@tracyweber
@uhc
@stribbiz
@dcg1114
@jyeesspee

Top Replied-To in G8:
@speakermccarthy
@housegop
@potus
@cpatriotforever
@senjohnkennedy
@fyre__storm
@propublica
@repbuddycarter
@brian_riedl
@eliasincanada

Top Replied-To in G9:
@rrm4a
@repmtg
@gunowners
@carolwillismson
@gramstofinn
@laurenboebert
@judiciarygop
@repboebert
@savannah0256
@osbourneozzymom

Top Replied-To in G10:
@barbarajdurkin
@justinalpertesq
@romulus7078
@wakeupnj
@bgrueskin
@springayn
@jwsagain
@realsirignano
@propublica
@uhc

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@uhc
@dglaucomflecken
@sweatieangle
@tracyweber
@eisingerj
@repmtg
@davidarmstrongx
@charlesornstein
@moreperfectus

Top Mentioned in G1:
@propublica
@uhc
@capitol_forum
@pdmcleod
@judiciarygop
@startribune
@aarp
@tracyweber
@dglaucomflecken
@marklewismd

Top Mentioned in G2:
@uhc
@dglaucomflecken
@propublica
@drtifftaft
@ibdmd
@crohnscolitisfn
@rexchapman
@aboutibd
@mayatmiller
@txtianmiller

Top Mentioned in G3:
@sweatieangle
@andrewperezdc
@propublica
@kendrawrites
@madelinerconway
@uhc
@jessesingal
@tomscocca
@charlesornstein
@patrick_fenelon

Top Mentioned in G4:
@davidarmstrongx
@charlesornstein
@uhc
@propublica
@patrickmrucker
@jessica_priest
@themorrancave
@fastlerner
@mayatmiller
@vincentrk

Top Mentioned in G5:
@stillwaters1029
@gracechurch64
@senatortom2

Top Mentioned in G6:
@eisingerj
@propublica
@lisalsong
@stephsnyder2014
@msanchezmia
@taylorlorenz
@uhc
@bykenarmstrong
@tracyweber
@bobjherman

Top Mentioned in G7:
@tracyweber
@propublica
@dcg1114
@eisingerj
@nataliyabrgnsky
@uhc
@charlesornstein
@stephsnyder2014
@stribbiz
@davidarmstrongx

Top Mentioned in G8:
@speakermccarthy
@zaleskiluke
@ironstache
@bunkybun
@senatedems
@housegop
@potus
@propublica
@davidjollyfl

Top Mentioned in G9:
@repmtg
@repboebert
@gopoversight
@kjt40941000
@laurenboebert
@maureenls
@barry4the44th
@rephageman
@repthomasmassie
@uuu55011113

Top Mentioned in G10:
@jwsagain
@realsirignano
@romulus7078
@justinalpertesq
@buttooth1
@barbarajdurkin
@hsmith24993512
@colarchon
@larrycasanova9
@oldglorycries

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@moonbootica
@lizditz
@kenkircher1
@bannerite
@jjj5819
@all435reps
@katcapps
@vedehimajumdar
@amyayers16

Top Tweeters in G1:
@bannerite
@kimvie
@debsomewhere
@stlhd100
@zentaoprincess
@gailwaldby
@rockyintx
@beerstix
@nobiggovduh
@donnathorson

Top Tweeters in G2:
@lizditz
@vedehimajumdar
@cnbsnana
@rhonda_harbison
@libbyliberalnyc
@redboybroken
@lrozen
@kirkmurphy
@pearlfectchassi
@joejaggi

Top Tweeters in G3:
@leavittalone
@patrick_fenelon
@kidomega91
@stewartsmithtwt
@hoodcertified
@snyde043
@quarryco
@boxofhamsters
@a_hungry_fool
@raptorbricks

Top Tweeters in G4:
@threadreaderapp
@pas5974
@sba1211
@kaffe_takk
@kw1979
@sds_sunlight
@iggy
@buckleyswartz
@harmonyis1
@v2aggie2

Top Tweeters in G5:
@drpatfarrell
@alyourpalster
@akaxochi
@santo_aol
@willrodgersjr
@natty4bumpo
@drogon_dracarys
@nmitch
@patwhite70
@gabriel67891734

Top Tweeters in G6:
@jjj5819
@katcapps
@amyayers16
@micjojd
@masky_jay_hoody
@barbiewithatude
@sampson_elaine
@morr_1980
@vickimo08056436
@takinyera

Top Tweeters in G7:
@kenkircher1
@joanisparkles
@roripierpont1
@anthropic
@kat223
@geostompx
@dianneathome
@dmellieon
@pecunium
@light_angel_12

Top Tweeters in G8:
@victory1261
@magsmom7
@forbes
@goprapebuster
@ap
@zaleskiluke
@crose2u
@8ayonetta
@fyre__storm
@pecriel

Top Tweeters in G9:
@all435reps
@bartek93794875
@ilannaphillips
@cmonte313
@usa1st247
@randyluv5
@joycworld
@brrrprinter
@zioinfiltration
@precliner

Top Tweeters in G10:
@cyclejunkie88
@npr
@nytopinion
@theatlantic
@asburyparkpress
@newrepublic
@breitbartnews
@sierraclub
@tahitianspecial
@springayn


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