Propublica, Twitter, 10/14/2022 5:34:17 PM, 282887


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Propublica_2022-10-14_06-05-15.xlsx
Propublica_2022-10-14_06-05-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 14, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3rXdJv6
@propublica
@kylegriffin1
@kirstenberg
@nbcnews
@js_kaplan
@govrondesantis
@donmoyn
@democracydocket
@charlesornstein
@tonezib

Top hashtags:
#maga
#childwelfare
#florida
#gop
#illinois
#ldfshow
#uslaw
#propublica

Description:
Description
The graph represents a network of 6,611 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, 14 October 2022 at 13:09 UTC.

The requested start date was Friday, 14 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 1-day, 17-hour, 39-minute period from Wednesday, 12 October 2022 at 06:15 UTC to Thursday, 13 October 2022 at 23:55 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 : 6611
Unique Edges : 4263
Edges With Duplicates : 13983
Total Edges : 18246
Number of Edge Types : 5
Retweet : 6119
MentionsInRetweet : 8939
Mentions : 1802
Tweet : 687
Replies to : 699
Self-Loops : 724
Reciprocated Vertex Pair Ratio : 0.00654597524803109
Reciprocated Edge Ratio : 0.013006808251194
Connected Components : 462
Single-Vertex Connected Components : 306
Maximum Vertices in a Connected Component : 5602
Maximum Edges in a Connected Component : 16801
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.521948
Graph Density : 0.000225201155823593
Modularity : 0.433026
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 6,611 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, 14 October 2022 at 13:09 UTC.

The requested start date was Friday, 14 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 1-day, 17-hour, 39-minute period from Wednesday, 12 October 2022 at 06:15 UTC to Thursday, 13 October 2022 at 23:55 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:
[250] https://www.propublica.org/article/ron-desantis-florida-redistricting-map-scheme
[211] https://www.propublica.org/article/liu-tao-trump-meeting-china-investigation
[162] https://www.propublica.org/article/national-debt-trump
[93] https://www.propublica.org/article/china-cartels-xizhi-li-money-laundering
[85] https://www.propublica.org/article/child-welfare-search-seizure-without-warrants
[68] https://www.propublica.org/article/mandatory-reporting-strains-systems-punishes-poor-families
[47] https://twitter.com/propublica/status/1580140123844288512
[24] https://www.propublica.org/article/chicago-public-housing-cha-hud
[23] https://www.propublica.org/article/chicago-roseland-community-hospital-covid-deaths
[22] https://www.propublica.org/article/who-is-my-member-of-congress-heres-how-to-find-out-what-your-reps-have-been-up-to

Top URLs in Tweet in G1:
[19] https://www.nbcnews.com/news/us-news/child-abuse-mandatory-reporting-laws-rcna50715
[18] https://www.propublica.org/article/child-welfare-search-seizure-without-warrants
[17] https://www.nbcnews.com/news/us-news/child-abuse-welfare-home-searches-warrant-rcna50716
[16] https://www.propublica.org/article/mandatory-reporting-strains-systems-punishes-poor-families
[12] https://www.propublica.org/article/ron-desantis-florida-redistricting-map-scheme
[6] https://www.brookings.edu/blog/fixgov/2021/05/10/protecting-democracy-and-containing-autocracy/
[6] https://www.propublica.org/article/liu-tao-trump-meeting-china-investigation
[5] https://twitter.com/propublica/status/1580140123844288512
[4] https://nymag.com/intelligencer/2022/02/n-y-democrats-gerrymandered-their-way-to-a-huge-advantage.html
[4] https://www.nbcnews.com/politics/elections/new-york-judge-strikes-states-new-redistricting-maps-loss-democrats-rcna22486

Top URLs in Tweet in G2:
[4] https://www.propublica.org/article/ron-desantis-florida-redistricting-map-scheme
[2] https://www.propublica.org/article/child-welfare-search-seizure-without-warrants
[2] https://www.propublica.org/article/ron-desantis-florida-redistricting-map-scheme?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[2] https://www.propublica.org/article/national-debt-trump
[1] https://twitter.com/i/web/status/1270118460488421376
[1] https://www.propublica.org/article/child-welfare-search-seizure-without-warrants?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[1] https://www.propublica.org/article/mandatory-reporting-strains-systems-punishes-poor-families?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[1] https://www.propublica.org/article/liu-tao-trump-meeting-china-investigation?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[1] https://twitter.com/i/web/status/1580551437070700544
[1] https://twitter.com/i/web/status/1580385330804293634

Top URLs in Tweet in G3:
[8] https://www.propublica.org/article/liu-tao-trump-meeting-china-investigation
[5] https://www.propublica.org/article/china-cartels-xizhi-li-money-laundering
[3] https://apple.news/AI9avm2MSRBKViyTEAK7j-g
[2] https://www.propublica.org/article/child-welfare-search-seizure-without-warrants
[2] https://www.propublica.org/article/ron-desantis-florida-redistricting-map-scheme
[2] https://www.propublica.org/article/trump-adviser-tom-barrack-saudi-nuclear-deal
[1] https://twitter.com/i/web/status/1579823202549002240
[1] https://twitter.com/i/web/status/1580357725749673984
[1] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[1] https://www.reuters.com/world/us/new-york-residents-charged-with-funneling-chinese-investors-money-trump-campaign-2022-07-18/

Top URLs in Tweet in G4:
[47] https://www.propublica.org/article/ron-desantis-florida-redistricting-map-scheme
[16] https://www.propublica.org/article/china-cartels-xizhi-li-money-laundering
[12] https://www.propublica.org/article/chicago-roseland-community-hospital-covid-deaths
[11] https://www.propublica.org/article/liu-tao-trump-meeting-china-investigation
[8] https://www.propublica.org/article/chicago-public-housing-cha-hud
[6] https://www.propublica.org/article/child-welfare-search-seizure-without-warrants
[5] https://www.propublica.org/article/mandatory-reporting-strains-systems-punishes-poor-families
[5] https://www.propublica.org/nerds/new-search-full-text-of-3-million-nonprofit-tax-records-for-free
[2] https://news.wttw.com/2022/10/11/roseland-hospital-cited-putting-patients-risk
[2] https://www.propublica.org/article/michigan-dte-debt-collection-attorney-general-utilities?utm_medium=email#1440872

Top URLs in Tweet in G5:
[15] https://www.propublica.org/article/ron-desantis-florida-redistricting-map-scheme
[4] https://www.propublica.org/article/mandatory-reporting-strains-systems-punishes-poor-families
[3] https://www.propublica.org/article/liu-tao-trump-meeting-china-investigation
[3] https://twitter.com/propublica/status/1580140123844288512
[2] https://www.propublica.org/article/ron-desantis-florida-redistricting-map-scheme?campaign_id=9&emc=edit_nn_20221012&instance_id=74394&nl=the-morning®i_id=171738164&segment_id=109721&te=1&user_id=9fb45cc4a23f24823e14bdd425e39372
[1] https://www.propublica.org/article/national-debt-trump
[1] https://www.propublica.org/article/china-cartels-xizhi-li-money-laundering
[1] https://www.propublica.org/article/child-welfare-search-seizure-without-warrants
[1] https://twitter.com/i/web/status/1580219409393516545
[1] https://twitter.com/i/web/status/1579816961906995200

Top URLs in Tweet in G6:
[5] https://www.propublica.org/article/ron-desantis-florida-redistricting-map-scheme
[4] https://www.propublica.org/article/liu-tao-trump-meeting-china-investigation
[4] https://twitter.com/cathynottoday/status/1579809906047488000
[2] https://thehill.com/opinion/white-house/3625814-biden-was-right-maga-ideology-is-fascism/
[1] https://twitter.com/i/web/status/1579811587660992512
[1] https://twitter.com/i/web/status/1580155709198864384
[1] https://www.propublica.org/article/who-is-my-member-of-congress-heres-how-to-find-out-what-your-reps-have-been-up-to
[1] https://twitter.com/propublica/status/1579760601567756288
[1] https://projects.propublica.org/represent/members/O000086-burgess-owens
[1] https://www.propublica.org/article/jeff-yass-susquehanna-tiktok-tax-avoidance

Top URLs in Tweet in G7:
[62] https://www.propublica.org/article/ron-desantis-florida-redistricting-map-scheme
[32] https://www.propublica.org/article/child-welfare-search-seizure-without-warrants
[27] https://www.propublica.org/article/china-cartels-xizhi-li-money-laundering
[26] https://twitter.com/propublica/status/1580140123844288512
[24] https://www.propublica.org/article/liu-tao-trump-meeting-china-investigation
[19] https://www.propublica.org/article/mandatory-reporting-strains-systems-punishes-poor-families
[15] https://www.propublica.org/article/monkeypox-transmission-treatment-cdc-scientist
[13] https://www.propublica.org/article/who-is-my-member-of-congress-heres-how-to-find-out-what-your-reps-have-been-up-to
[8] https://www.propublica.org/article/chicago-roseland-community-hospital-covid-deaths
[8] https://www.propublica.org/article/chicago-public-housing-cha-hud

Top URLs in Tweet in G8:
[30] https://www.propublica.org/article/national-debt-trump
[10] https://www.propublica.org/article/secret-border-patrol-facebook-group-agents-joke-about-migrant-deaths-post-sexist-memes
[8] https://twitter.com/propublica/status/1579760601567756288
[7] https://www.propublica.org/article/liu-tao-trump-meeting-china-investigation
[5] https://www.propublica.org/article/national-debt-trump/amp
[4] https://www.propublica.org/article/ron-desantis-florida-redistricting-map-scheme
[4] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[2] https://www.washingtonpost.com/business/2021/01/14/trump-legacy-national-debt-increasee/
[1] https://twitter.com/i/web/status/1580687374119378944
[1] https://www.propublica.org/article/how-a-typical-government-leak-turned-into-a-three-way-war-between-comey-mccabe-and-trump/amp

Top URLs in Tweet in G9:
[3] https://twitter.com/propublica/status/1580140123844288512
[1] https://www.democracydocket.com/cases/topic/redistricting-litigation/state/florida/
[1] https://www.propublica.org/article/chicago-roseland-community-hospital-covid-deaths

Top URLs in Tweet in G10:
[100] https://www.propublica.org/article/national-debt-trump
[10] https://www.propublica.org/article/national-debt-trump/amp
[2] https://www.propublica.org/article/lord-of-the-roths-how-tech-mogul-peter-thiel-turned-a-retirement-account-for-the-middle-class-into-a-5-billion-dollar-tax-free-piggy-bank
[2] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[1] https://projects.propublica.org/parler-capitol-videos/
[1] https://www.propublica.org/article/secret-border-patrol-facebook-group-agents-joke-about-migrant-deaths-post-sexist-memes/amp
[1] https://www.propublica.org/article/secret-border-patrol-facebook-group-agents-joke-about-migrant-deaths-post-sexist-memes
[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://twitter.com/jonathanvswan/status/1580257314958778370
[1] https://www.propublica.org/article/china-cartels-xizhi-li-money-laundering

Top Domains
Top Domains in Tweet in Entire Graph:
[1259] propublica.org
[381] twitter.com
[46] nbcnews.com
[22] trib.al
[10] apple.news
[8] nymag.com
[8] congress.gov
[7] tdquery.com
[7] propub.li
[6] brookings.edu

Top Domains in Tweet in G1:
[158] twitter.com
[63] propublica.org
[43] nbcnews.com
[22] trib.al
[7] propub.li
[6] brookings.edu
[4] nymag.com
[2] youtube.com
[2] t.me
[1] nyc.gov

Top Domains in Tweet in G2:
[14] propublica.org
[6] twitter.com

Top Domains in Tweet in G3:
[24] propublica.org
[9] twitter.com
[3] apple.news
[1] reuters.com
[1] nydailynews.com

Top Domains in Tweet in G4:
[124] propublica.org
[23] twitter.com
[2] nbcnews.com
[2] wttw.com
[1] electionlawblog.org
[1] youtube.com
[1] palmbeachpost.com

Top Domains in Tweet in G5:
[27] propublica.org
[8] twitter.com

Top Domains in Tweet in G6:
[14] twitter.com
[13] propublica.org
[2] thehill.com
[1] palmbeachpost.com

Top Domains in Tweet in G7:
[277] propublica.org
[59] twitter.com
[8] congress.gov
[7] tdquery.com
[5] apple.news
[2] tweetedtimes.com
[1] latestdatabase.com
[1] ampproject.org
[1] nypost.com
[1] theglobeandmail.com

Top Domains in Tweet in G8:
[67] propublica.org
[21] twitter.com
[2] washingtonpost.com
[1] johnpilger.com

Top Domains in Tweet in G9:
[3] twitter.com
[1] democracydocket.com
[1] propublica.org

Top Domains in Tweet in G10:
[122] propublica.org
[2] twitter.com
[1] nymag.com
[1] citizensforethics.org
[1] caknowledge.com
[1] usatoday.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19] maga
[18] childwelfare
[14] florida
[14] gop
[13] illinois
[10] ldfshow
[8] uslaw
[8] propublica
[8] childabuse
[8] chicago



Top Hashtags in Tweet in G1:
[17] childwelfare
[7] childabuse
[7] fostercare
[5] dearhsantis
[4] childprotectiveservices
[3] cps
[3] cristhernandez2022
[3] desantisdestroysflorida
[2] chicago
[2] padawarenessmonth

Top Hashtags in Tweet in G2:
[6] cristforgovernor
[2] trumpcoupattempt
[2] seditionhunters
[1] capitolbuilding
[1] insurrectionists

Top Hashtags in Tweet in G3:
[1] illinois
[1] taoliu
[1] knowthyenemy
[1] méxico
[1] china
[1] trump

Top Hashtags in Tweet in G4:
[11] illinois
[9] florida
[4] chicagotonight
[1] childprotectiveservices
[1] journalism
[1] journalismmatters
[1] monkeypox
[1] vote
[1] redistricting

Top Hashtags in Tweet in G5:
[1] gophypocrisy
[1] demcastfl
[1] onev1
[1] lockhimup
[1] investigatedesantis
[1] desantastodejail
[1] jimcrow2
[1] tfg
[1] gopliesabouteverything
[1] goptraitorstodemocracy

Top Hashtags in Tweet in G6:
[4] hurricaneian
[2] resistanceunited
[1] traitortrump
[1] corruption
[1] votebluein22
[1] voteouteveryrepublican

Top Hashtags in Tweet in G7:
[8] uslaw
[8] propublica
[2] desantisdestroysflorida
[2] florida
[2] usa
[2] stopthesteal
[1] 医疗保健名单
[1] malaysia
[1] ge15
[1] voteblueforsomanyreasons

Top Hashtags in Tweet in G8:
[12] gop
[12] maga
[3] midterms
[1] war
[1] ww3
[1] climatechange
[1] canada
[1] eu
[1] trudeaudestroyingcanada
[1] biden

Top Hashtags in Tweet in G9:
[5] chicago

Top Hashtags in Tweet in G10:
[1] laurenboebert

Top Words
Top Words in Tweet in Entire Graph:
[3878] propublica
[1654] florida
[1425] desantis
[1268] ron
[1174] desantis'
[1020] money
[946] laundering
[911] efforts
[899] evidence
[891] american

Top Words in Tweet in G1:
[1669] propublica
[810] nbcnews
[619] child
[473] welfare
[466] desantis
[439] investigation
[413] florida
[394] redistricting
[393] governor
[356] map

Top Words in Tweet in G2:
[837] propublica
[813] florida
[800] kylegriffin1
[796] ron
[788] desantis'
[787] efforts
[785] claims
[785] gerrymandering
[785] contradicting
[785] details

Top Words in Tweet in G3:
[763] kirstenberg
[730] money
[727] laundering
[706] american
[702] latin
[702] li
[697] empire
[596] liu
[595] tao
[595] xizhi

Top Words in Tweet in G4:
[350] propublica
[330] js_kaplan
[274] desantis
[139] black
[118] districts
[110] state
[106] congressional
[104] dominated
[100] working
[93] first

Top Words in Tweet in G5:
[279] govrondesantis
[223] congressional
[203] story
[190] black
[178] blew
[134] fl
[133] districts
[132] eisingerj
[130] dominated
[129] ericuman

Top Words in Tweet in G6:
[326] propublica
[298] pbpost
[251] redistricting
[245] desantis'
[243] appears
[241] office
[241] drawn
[241] misled
[241] gov
[240] maps

Top Words in Tweet in G7:
[85] propublica
[69] desantis
[58] congressional
[57] districts
[49] law
[46] florida
[43] black
[43] child
[40] ron
[37] held

Top Words in Tweet in G8:
[31] abc
[31] ap
[22] foxnews
[21] msnbc
[20] nhkworld_news
[20] presstvnews
[20] reuters
[20] cbseveningnews
[20] propublica
[20] ajenglish

Top Words in Tweet in G9:
[165] desantis
[164] map
[161] ron
[152] gov
[152] voters
[151] drew
[151] benefit
[151] around
[151] politicians
[151] pick

Top Words in Tweet in G10:
[58] repboebert
[29] trump
[26] trillion
[25] debt
[23] all435reps
[20] jstnorv10
[20] increased
[18] national
[17] laurenboebert
[12] choosing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[944] money,laundering
[860] kylegriffin1,propublica
[858] propublica,evidence
[856] efforts,florida
[856] gerrymandering,efforts
[856] contradicting,ron
[856] ron,desantis'
[856] desantis',claims
[856] evidence,contradicting
[856] claims,gerrymandering

Top Word Pairs in Tweet in G1:
[539] propublica,nbcnews
[469] child,welfare
[380] investigation,child
[339] propublica,desantis
[337] away,half
[337] wiped,away
[336] plan,wiped
[332] desantis,unveiled
[332] florida,governor
[332] map,step

Top Word Pairs in Tweet in G2:
[790] kylegriffin1,propublica
[785] propublica,evidence
[785] evidence,contradicting
[785] gerrymandering,efforts
[785] desantis',claims
[785] contradicting,ron
[785] ron,desantis'
[785] efforts,florida
[785] florida,details
[785] claims,gerrymandering

Top Word Pairs in Tweet in G3:
[727] money,laundering
[701] latin,american
[697] laundering,empire
[595] xizhi,li
[595] tao,liu
[590] build,money
[590] dea,wanted
[590] washed,latin
[590] 2020,dea
[590] liu,role

Top Word Pairs in Tweet in G4:
[104] black,dominated
[90] told,propublica
[67] ron,desantis
[67] propublica,desantis
[66] away,half
[66] wiped,away
[66] plan,wiped
[64] office,appears
[64] appears,misled
[60] 450,000

Top Word Pairs in Tweet in G5:
[201] story,govrondesantis
[178] blew,black
[177] govrondesantis,blew
[132] congressional,districts
[130] black,dominated
[129] dominated,congressional
[125] over,objections
[125] inside,story
[125] districts,over
[124] eisingerj,inside

Top Word Pairs in Tweet in G6:
[285] pbpost,propublica
[240] show,gov
[240] propublica,examination
[240] office,appears
[240] desantis',office
[240] maps,drawn
[240] examination,redistricting
[240] redistricting,maps
[240] gov,desantis'
[240] drawn,show

Top Word Pairs in Tweet in G7:
[56] congressional,districts
[39] ron,desantis
[37] black,held
[36] florida,law
[36] held,congressional
[34] blew,black
[34] desantis,blew
[33] districts,broken
[33] broken,florida
[27] child,welfare

Top Word Pairs in Tweet in G8:
[20] rt_com,cbseveningnews
[20] trt,ap
[20] nbcnews,msnbc
[20] cbseveningnews,abc
[20] reuters,nhkworld_news
[20] afp,trt
[20] nhkworld_news,presstvnews
[20] ajenglish,afp
[20] ap,reuters
[20] msnbc,ajenglish

Top Word Pairs in Tweet in G9:
[151] map,benefit
[151] voters,pick
[151] ron,desantis
[151] drew,map
[151] around,gov
[151] gov,ron
[151] pick,politicians
[151] way,around
[151] politicians,way
[151] desantis,drew

Top Word Pairs in Tweet in G10:
[20] trump,increased
[20] debt,trillion
[18] national,debt
[13] increased,national
[12] trillion,conveniently
[12] donald,trump
[12] repboebert,donald
[12] conveniently,choosing
[12] choosing,mention
[11] repboebert,trump

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@nbcnews
@repboebert
@pbpost
@laurenboebert
@mike_hixenbaugh
@agnel88_philip
@mrossliantonio
@elibhager
@marshablackburn

Top Replied-To in G1:
@propublica
@nbcnews
@mike_hixenbaugh
@agnel88_philip
@elibhager
@apothecarydelm1
@xerxesnoir
@jenfl2wi20
@frankalready
@simonjlevien

Top Replied-To in G2:
@kylegriffin1
@ariderryet
@gopchairwoman
@newsmax
@cartiredrc
@jimmypatronis
@agashleymoody
@zachfowle

Top Replied-To in G3:
@mrossliantonio
@kirstenberg
@lynndombek
@rbreich
@jumbanho
@acpresshuba
@2cannan1
@yakno220
@natesibley
@davidallen595

Top Replied-To in G4:
@mickeyd1971
@lynndombek
@foiachap
@elibhager
@msanchezmia
@themorrancave
@andykroll
@beckster7783
@stephaniefishm4
@indyemapolis

Top Replied-To in G5:
@govrondesantis
@eisingerj
@mynwt
@christinapushaw
@marshablackburn
@propublica
@ericuman
@jeremy70843822
@canucanoe21

Top Replied-To in G6:
@pbpost
@burgessowens
@keddiejoh
@soflotradeco
@lorimills4ca42
@michaelkruse
@propublica

Top Replied-To in G8:
@marshablackburn
@foxnews
@cnn
@donaldjtrumpjr
@judiciarygop
@jim_jordan
@droz
@jonathanturley
@gop
@housegop

Top Replied-To in G9:
@razarumi

Top Replied-To in G10:
@repboebert
@laurenboebert
@tomcottonar
@repandybiggsaz
@repashleyhinson
@reprickallen
@sentedcruz
@rep_stevewomack
@repsmucker
@donjbacon

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@kylegriffin1
@kirstenberg
@nbcnews
@js_kaplan
@govrondesantis
@pbpost
@elibhager
@agnel88_philip
@democracydocket

Top Mentioned in G1:
@propublica
@nbcnews
@agnel88_philip
@elibhager
@mike_hixenbaugh
@weareoversight
@charlesornstein
@p
@apothecarydelm1
@js_kaplan

Top Mentioned in G2:
@kylegriffin1
@propublica
@js_kaplan
@kirstenberg
@cartiredrc
@palomacreative
@kiwiheather
@ariderryet
@dianebateman5
@pbpost

Top Mentioned in G3:
@kirstenberg
@propublica
@acpresshuba
@natesibley
@kylegriffin1
@js_kaplan
@charlesornstein
@2cannan1
@kleptocracyintv
@rbreich

Top Mentioned in G4:
@js_kaplan
@propublica
@lynndombek
@charlesornstein
@kmcgrory
@georgewpapajohn
@indyemapolis
@nbcnews
@vernalcoleman
@elibhager

Top Mentioned in G5:
@govrondesantis
@eisingerj
@ericuman
@propublica
@eileenvan55
@js_kaplan
@kirstenberg
@txtianmiller
@pbpost
@kylegriffin1

Top Mentioned in G6:
@propublica
@pbpost
@js_kaplan
@kirstenberg
@gop
@keddiejoh
@bombshelldaily
@spicielyn
@kylegriffin1
@msmariat

Top Mentioned in G7:
@zardoz420wpn
@orionarmstar
@goldtiepin
@sasswashere
@williesband

Top Mentioned in G8:
@abc
@ap
@msnbc
@propublica
@cbseveningnews
@nbcnews
@ajenglish
@afp
@trt
@reuters

Top Mentioned in G9:
@democracydocket
@propublica
@kylegriffin1
@kirstenberg
@razarumi
@georgewpapajohn
@js_kaplan
@charlesornstein
@nbcnews
@pbpost

Top Mentioned in G10:
@repboebert
@all435reps
@jstnorv10
@manny_funes
@laurenboebert
@math_sonnets
@sentedcruz
@herschelwalker
@derrickvanorden
@pfaff4congress

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@threadreaderapp
@dichristine
@falconhamada_90
@mattmurph24
@7b73f39b85e1415
@cagney1991
@joni_looking
@telesurtv
@lindaleeking

Top Tweeters in G1:
@threadreaderapp
@falconhamada_90
@mattmurph24
@lindaleeking
@phillip92321
@kenkircher1
@marthalynneowe1
@givemepie360
@mharvey816
@backstorymom1

Top Tweeters in G2:
@missb62
@7b73f39b85e1415
@yarosisnancy
@inspiteoftrump
@akuma_river
@lavenderblue27
@metaquest
@tallyannae
@alllwftopic
@ecwpunk81

Top Tweeters in G3:
@pollsstar
@netminnow
@79topper
@curiocat13
@elkehollings
@tusk8rman
@sylviaz1913
@shirley10090505
@fleming77
@briangrnotabot

Top Tweeters in G4:
@_redfrog
@lizditz
@bannerite
@tadrow
@adekleine
@nakesha_horsey
@bjcrochet
@trumpwatchnews
@cheryl_marlin
@beccanalia

Top Tweeters in G5:
@cagney1991
@cheezwitham
@tottenbill
@lindacollins11
@lorettabower3
@bpizano67
@charlesexsavior
@amsmadwoman
@thecorollary
@gilcividanes

Top Tweeters in G6:
@dreamcatchermja
@avonan
@vmbritsch
@masky_jay_hoody
@abramson1234
@on_bender
@daretothink53
@deejay90192
@clayreinabq
@enidlogan

Top Tweeters in G7:
@drpatfarrell
@zardoz420wpn
@shasta_otter
@akaxochi
@newyorknewart
@spanishcountry
@waterflowerm
@paulhaider74
@leoluminary
@danwibg

Top Tweeters in G8:
@telesurtv
@stockguy61
@reuters
@rhonda_harbison
@skynews
@soaprookie
@foxnews
@ken_ragsdale
@washingtonpost
@rt_com

Top Tweeters in G9:
@dichristine
@suekhi
@ambiimoore
@amadii
@theriverwanders
@annh1958
@annie5133
@agitatorsneeded
@contenttba
@susankheflin

Top Tweeters in G10:
@all435reps
@asmith702
@all100senators
@brokennotrecord
@kathyholdshope
@inactionnever
@turquoiseblue78
@kristiwelshies
@math_sonnets
@73snangel


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