Propublica, Twitter, 10/16/2020 1:58:26 PM, 238102


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Propublica_2020-10-16_05-35-12.xlsx
Propublica_2020-10-16_05-35-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 16, 2020
Short Description:
Propublica via NodeXL https://bit.ly/358wjEJ
@propublica
@taliabuford
@derekwillis
@davidsirota
@mrolmos
@conradjwilson
@yjtorbati
@al_cantor
@lydiadepillis
@soldiermedicsi

Top hashtags:
#climatechange
#jobalert
#trump
#bidenharris2020
#ny11
#covid19
#ny11debate

Description:
Description
The graph represents a network of 7,316 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, 16 October 2020 at 12:43 UTC.

The requested start date was Friday, 16 October 2020 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, 23-hour, 47-minute period from Tuesday, 13 October 2020 at 21:46 UTC to Thursday, 15 October 2020 at 21:33 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 : 7316
Unique Edges : 5305
Edges With Duplicates : 13106
Total Edges : 18411
Number of Edge Types : 5
Retweet : 5729
MentionsInRetweet : 8482
Replies to : 829
Mentions : 2397
Tweet : 974
Self-Loops : 992
Reciprocated Vertex Pair Ratio : 0.00691244239631336
Reciprocated Edge Ratio : 0.0137299771167048
Connected Components : 755
Single-Vertex Connected Components : 515
Maximum Vertices in a Connected Component : 5972
Maximum Edges in a Connected Component : 16654
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.53819
Graph Density : 0.00019597679521135
Modularity : 0.470871
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,316 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, 16 October 2020 at 12:43 UTC.

The requested start date was Friday, 16 October 2020 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, 23-hour, 47-minute period from Tuesday, 13 October 2020 at 21:46 UTC to Thursday, 15 October 2020 at 21:33 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:
[459] https://www.propublica.org/article/inside-the-fall-of-the-cdc
[152] https://www.propublica.org/article/new-eyewitness-accounts-feds-didnt-identify-themselves-before-opening-fire-on-portland-antifa-suspect
[129] https://projects.propublica.org/california-fire-weather/
[102] https://www.propublica.org/article/robert-lighthizer-blew-up-60-years-of-trade-policy-nobody-knows-what-happens-next
[61] https://trib.al/yRZyDDT
[40] https://www.propublica.org/article/the-trump-administration-allowed-aviation-companies-to-take-bailout-funds-and-lay-off-workers-says-house-report
[33] https://features.propublica.org/judge_alzheimers/brooklyn-federal-judge-mental-illness/
[22] https://projects.propublica.org/reopening-america/
[21] https://projects.propublica.org/nonprofits/organizations/800835023
[20] https://twitter.com/propublica/status/1316279929210916865

Top URLs in Tweet in G1:
[51] https://trib.al/yRZyDDT
[13] https://www.propublica.org/article/inside-the-fall-of-the-cdc
[10] https://www.propublica.org/article/new-eyewitness-accounts-feds-didnt-identify-themselves-before-opening-fire-on-portland-antifa-suspect
[8] https://projects.propublica.org/california-fire-weather/
[3] https://twitter.com/propublica/status/1316211498314801158
[3] https://www.propublica.org/article/robert-lighthizer-blew-up-60-years-of-trade-policy-nobody-knows-what-happens-next
[3] https://twitter.com/propublica/status/1316154400738627584
[3] https://twitter.com/conradjwilson/status/1316120035836928002
[2] https://twitter.com/propublica/status/1316386144695783425
[2] https://www.propublica.org/article/the-justice-department-may-have-violated-attorney-general-barrs-own-policy-memo

Top URLs in Tweet in G2:
[4] https://www.propublica.org/article/inside-the-fall-of-the-cdc
[3] https://www.propublica.org/article/four-types-of-scandals-utility-companies-get-into-with-money-from-your-electric-bills
[2] https://www.propublica.org/article/the-hate-store-amazons-self-publishing-arm-is-a-haven-for-white-supremacists
[2] https://www.propublica.org/article/robert-lighthizer-blew-up-60-years-of-trade-policy-nobody-knows-what-happens-next
[2] https://www.propublica.org/article/doj-frees-federal-prosecutors-to-take-steps-that-could-interfere-with-elections-weakening-long-standing-policy
[1] https://www.propublica.org/article/maine-hires-lawyers-with-criminal-records-to-defend-poor-residents-the-governor-wants-reform
[1] https://twitter.com/i/web/status/1316416532084391939
[1] https://twitter.com/i/web/status/1316421051639894017
[1] https://www.propublica.org/article/what-propublica-is-doing-about-diversity-in-2020
[1] https://www.propublica.org/impact

Top URLs in Tweet in G3:
[124] https://www.propublica.org/article/inside-the-fall-of-the-cdc
[64] https://www.propublica.org/article/new-eyewitness-accounts-feds-didnt-identify-themselves-before-opening-fire-on-portland-antifa-suspect
[44] https://www.propublica.org/article/robert-lighthizer-blew-up-60-years-of-trade-policy-nobody-knows-what-happens-next
[30] https://www.propublica.org/article/the-trump-administration-allowed-aviation-companies-to-take-bailout-funds-and-lay-off-workers-says-house-report
[18] https://projects.propublica.org/california-fire-weather/
[12] https://www.propublica.org/article/new-eyewitness-accounts-feds-didnt-identify-themselves-before-opening-fire-on-portland-antifa-suspect?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[10] https://twitter.com/propublica/status/1316234189772066819
[10] https://twitter.com/propublica/status/1316256898304356353
[7] https://www.propublica.org/article/doj-frees-federal-prosecutors-to-take-steps-that-could-interfere-with-elections-weakening-long-standing-policy
[7] https://www.propublica.org/article/cleveland-hospitals-private-police-border-patrol-comes-under-scrutiny

Top URLs in Tweet in G4:
[27] https://www.propublica.org/article/new-eyewitness-accounts-feds-didnt-identify-themselves-before-opening-fire-on-portland-antifa-suspect
[12] https://www.propublica.org/article/ivanka-donald-trump-jr-close-to-being-charged-felony-fraud
[9] https://www.propublica.org/article/trump-friends-and-family-cleared-for-millions-in-small-business-bailout
[7] https://www.propublica.org/article/the-pro-trump-super-pac-at-the-center-of-the-ukraine-scandal-has-faced-multiple-campaign-finance-complaints
[6] https://www.propublica.org/article/inside-the-fall-of-the-cdc
[5] https://www.propublica.org/article/trump-inc-2020-how-much-has-the-government-spent-at-trumps-properties-it-wont-say
[5] https://www.theguardian.com/us-news/2018/may/28/ivanka-trump-won-china-trademarks-donald-trump-zte-reversal
[4] https://twitter.com/propublica/status/1316279929210916865
[4] https://www.propublica.org/article/robert-lighthizer-blew-up-60-years-of-trade-policy-nobody-knows-what-happens-next
[3] https://www.opb.org/article/2020/10/13/new-eyewitness-accounts-feds-didnt-identify-themselves-before-firing-on-portland-antifa-shooting-suspect/

Top URLs in Tweet in G5:
[23] https://projects.propublica.org/california-fire-weather/
[9] https://projects.propublica.org/itemizer/filing/1448032
[5] https://projects.propublica.org/itemizer/filing/1447596/schedule/se
[3] https://trib.al/yRZyDDT
[3] https://projects.propublica.org/itemizer/filing/1448897/schedule/sb
[2] https://projects.propublica.org/itemizer/filing/1447539/schedule/se
[2] https://www.propublica.org/article/robert-lighthizer-blew-up-60-years-of-trade-policy-nobody-knows-what-happens-next
[1] https://twitter.com/i/web/status/1316834938100961280
[1] https://projects.propublica.org/itemizer/filing/1448883
[1] https://projects.propublica.org/itemizer/filing/1446909/schedule/sa

Top URLs in Tweet in G6:
[3] https://projects.propublica.org/climate-migration/
[2] https://projects.propublica.org/california-fire-weather/
[1] https://www.propublica.org/article/new-eyewitness-accounts-feds-didnt-identify-themselves-before-opening-fire-on-portland-antifa-suspect
[1] https://twitter.com/i/web/status/1316134710288936960

Top URLs in Tweet in G7:
[52] https://www.propublica.org/article/inside-the-fall-of-the-cdc
[33] https://projects.propublica.org/california-fire-weather/
[16] https://projects.propublica.org/reopening-america/
[11] https://projects.propublica.org/california-fire-weather/#1004315
[6] https://www.propublica.org/article/propublica-is-significantly-expanding-its-local-operations-come-work-with-us
[4] https://www.propublica.org/article/cleveland-hospitals-private-police-border-patrol-comes-under-scrutiny
[3] https://www.propublica.org/article/new-eyewitness-accounts-feds-didnt-identify-themselves-before-opening-fire-on-portland-antifa-suspect
[3] https://www.propublica.org/article/maine-hires-lawyers-with-criminal-records-to-defend-poor-residents-the-governor-wants-reform
[2] https://www.propublica.org/article/a-hospital-chain-said-our-article-was-inaccurate-its-not
[2] https://www.propublica.org/jobs

Top URLs in Tweet in G8:
[56] https://www.propublica.org/article/inside-the-fall-of-the-cdc
[1] https://twitter.com/i/web/status/1316854706296119297
[1] https://twitter.com/i/web/status/1316841927745114112
[1] https://twitter.com/i/web/status/1316850571421253632
[1] https://twitter.com/i/web/status/1316844479400357888
[1] https://aboutsportcars1.blogspot.com/2020/05/toyota-tacoma-4x4.html
[1] https://aboutsportcars1.blogspot.com/2020/05/lamborghini-aventador.html
[1] https://twitter.com/i/web/status/1316842898877546501
[1] https://twitter.com/kamvtv/status/1316827476690116610?s=21
[1] https://twitter.com/i/web/status/1316837275469139968

Top URLs in Tweet in G9:
[1] https://twitter.com/MollyJongFast/status/1316126029522575363
[1] https://www.propublica.org/article/doj-frees-federal-prosecutors-to-take-steps-that-could-interfere-with-elections-weakening-long-standing-policy
[1] https://twitter.com/i/web/status/1316815455609384960
[1] https://twitter.com/i/web/status/1184468557255663616
[1] https://twitter.com/SohrabAhmari/status/1316700685082284032?s=19
[1] https://trib.al/yRZyDDT
[1] https://twitter.com/i/web/status/1316496270903644166
[1] https://twitter.com/i/web/status/1316495287465148426
[1] https://twitter.com/i/web/status/1316494404241293312
[1] https://twitter.com/i/web/status/1316486922081054724

Top URLs in Tweet in G10:
[114] https://www.propublica.org/article/inside-the-fall-of-the-cdc
[1] https://www.propublica.org/article/new-eyewitness-accounts-feds-didnt-identify-themselves-before-opening-fire-on-portland-antifa-suspect/amp?__twitter_impression=true
[1] https://www.propublica.org/article/trump-inc-podcast-deutsche-bank-donald-trump

Top Domains
Top Domains in Tweet in Entire Graph:
[1627] propublica.org
[603] twitter.com
[82] trib.al
[24] feedpress.com
[23] propub.li
[11] tweetedtimes.com
[6] youtube.com
[6] opb.org
[5] nytimes.com
[5] linkedin.com

Top Domains in Tweet in G1:
[137] twitter.com
[72] trib.al
[50] propublica.org
[23] propub.li
[1] opb.org
[1] oregonlive.com
[1] youtube.com
[1] ushoparea.com
[1] nytimes.com
[1] maxnewstoday.com

Top Domains in Tweet in G2:
[19] propublica.org
[19] twitter.com
[1] threadreaderapp.com
[1] wvtf.org
[1] campaign-archive.com

Top Domains in Tweet in G3:
[461] propublica.org
[108] twitter.com
[11] feedpress.com
[11] tweetedtimes.com
[5] linkedin.com
[4] patch.com
[1] agrdailynews.com
[1] alternet.org
[1] nymag.com
[1] iwillvote.com

Top Domains in Tweet in G4:
[113] propublica.org
[69] twitter.com
[5] theguardian.com
[3] opb.org
[2] google.com
[2] washingtonpost.com
[2] nytimes.com
[2] youtube.com
[2] mapbox.com
[1] thedailybeast.com

Top Domains in Tweet in G5:
[71] propublica.org
[4] twitter.com
[3] trib.al

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

Top Domains in Tweet in G7:
[143] propublica.org
[20] twitter.com
[2] youtube.com
[2] trib.al

Top Domains in Tweet in G8:
[57] propublica.org
[17] twitter.com
[2] blogspot.com
[1] trib.al

Top Domains in Tweet in G9:
[9] twitter.com
[1] propublica.org
[1] trib.al

Top Domains in Tweet in G10:
[116] propublica.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] climatechange
[16] jobalert
[11] trump
[10] bidenharris2020
[10] ny11
[9] covid19
[9] ny11debate
[9] tx24
[7] cdc
[7] databite



Top Hashtags in Tweet in G1:
[4] trump
[3] climatechange
[2] reinoehl
[2] cdc
[2] covid19
[2] trumplied217kamericansdied
[2] bidenharris2020
[2] localnews
[1] trumpstaxes
[1] 45lies

Top Hashtags in Tweet in G2:
[1] journalism

Top Hashtags in Tweet in G3:
[3] trump
[2] coronavirus
[2] tradewar
[2] job
[2] climatecrisis
[2] workers
[2] vote
[2] propublica
[2] cdc
[2] trumpvirus

Top Hashtags in Tweet in G4:
[6] ivankatrump
[5] climatechange
[4] electionmapping
[4] trump
[4] china
[3] foxandfriends
[3] trumpbabblingsalesman
[2] investigateivanka
[2] depravedgrifterivanka
[2] rbg

Top Hashtags in Tweet in G5:
[9] tx24
[6] ncsen
[5] mn01
[5] fl26
[5] amendment4
[4] ok05
[4] ca25
[3] iasen
[3] fecfilingday
[2] tx23

Top Hashtags in Tweet in G6:
[5] climatechange
[1] electionintegrity

Top Hashtags in Tweet in G7:
[2] climatechange
[1] trumpsamerica
[1] creditunions
[1] crookedjoebiden
[1] ettd
[1] nonprofit
[1] news
[1] journalism
[1] journalists
[1] environmental

Top Hashtags in Tweet in G8:
[1] cnn

Top Words
Top Words in Tweet in Entire Graph:
[4223] propublica
[843] trump
[770] taliabuford
[749] hiring
[745] south
[740] southwest
[739] heard
[735] shooting
[732] positions
[716] midwest

Top Words in Tweet in G1:
[2003] propublica
[672] shooting
[524] opb
[515] reinoehl
[510] michael
[449] ryanjhaas
[441] witnesses
[431] trump
[430] antifa
[404] before

Top Words in Tweet in G2:
[774] propublica
[714] taliabuford
[671] hiring
[660] cover
[656] 17
[655] heard
[654] positions
[654] south
[654] southwest
[653] midwest

Top Words in Tweet in G3:
[113] propublica
[107] cdc
[106] fall
[104] inside
[81] fire
[64] themselves
[64] portland
[63] feds
[63] before
[63] suspect

Top Words in Tweet in G4:
[106] propublica
[49] trump
[39] realdonaldtrump
[26] joebiden
[25] projectlincoln
[18] washingtonpost
[18] twitter
[16] ap
[16] nytimes
[15] reveal

Top Words in Tweet in G5:
[598] million
[345] derekwillis
[309] campaign
[289] raised
[287] q3
[287] 2m
[285] spent
[283] credit
[283] card
[283] fees

Top Words in Tweet in G6:
[303] climate
[303] change
[295] less
[295] month
[295] ago
[295] major
[295] news
[295] organization
[295] published
[295] scientific

Top Words in Tweet in G7:
[188] propublica
[94] fire
[76] cdc
[71] weather
[71] a_l
[70] high
[67] fall
[64] california
[46] extraordinary
[43] back

Top Words in Tweet in G8:
[143] propublica
[75] jaketapper
[65] cdcgov
[63] drrichbesser
[60] incredible
[60] reporting
[60] political
[60] interference
[60] work
[60] consequences

Top Words in Tweet in G9:
[134] senwhitehouse
[123] al_cantor
[110] thank
[109] thanks
[108] find
[108] hypocrisy
[108] daylight
[108] look
[108] power
[108] shadows

Top Words in Tweet in G10:
[115] story
[114] yjtorbati
[114] amazing
[114] important
[7] propublica
[3] maggienyt
[2] taliabuford
[2] heard
[2] hiring
[2] 17

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[738] south,southwest
[710] southwest,midwest
[709] propublica,hiring
[695] heard,propublica
[695] hiring,17
[695] 17,positions
[694] positions,cover
[694] cover,south
[693] taliabuford,heard
[691] midwest,intereste

Top Word Pairs in Tweet in G1:
[459] opb,propublica
[368] michael,reinoehl
[357] ryanjhaas,opb
[329] shooting,michael
[328] eye,witnesses
[327] propublica,uncovered
[327] uncovered,several
[327] several,eye
[327] witnesses,shooting
[327] reinoehl,lacey

Top Word Pairs in Tweet in G2:
[658] propublica,hiring
[654] heard,propublica
[654] hiring,17
[654] 17,positions
[654] south,southwest
[653] positions,cover
[653] cover,south
[653] southwest,midwest
[652] taliabuford,heard
[650] midwest,intereste

Top Word Pairs in Tweet in G3:
[102] inside,fall
[102] fall,cdc
[62] antifa,suspect
[61] identify,themselves
[61] portland,antifa
[60] eyewitness,accounts
[60] accounts,feds
[60] feds,didn
[60] didn,identify
[60] themselves,before

Top Word Pairs in Tweet in G4:
[17] joebiden,propublica
[15] propublica,reveal
[9] cryptokilgore,joebiden
[9] donald,trump
[8] topinvestorz,joebiden
[8] felony,fraud
[8] kushner,companies
[7] americanist4u,ahmedbaba_
[7] ap,propublica
[7] propublica,report

Top Word Pairs in Tweet in G5:
[285] raised,million
[283] credit,card
[282] q3,spent
[282] card,fees
[281] jim,jordan's
[281] jordan's,congressional
[281] congressional,campaign
[281] campaign,raised
[281] million,q3
[281] spent,2m

Top Word Pairs in Tweet in G6:
[303] climate,change
[295] less,month
[295] month,ago
[295] ago,major
[295] major,news
[295] news,organization
[295] organization,published
[295] published,scientific
[295] scientific,data
[295] data,showing

Top Word Pairs in Tweet in G7:
[68] fire,weather
[42] fall,cdc
[41] inside,fall
[35] power,shutoffs
[35] shutoffs,coming
[35] coming,back
[35] back,northern
[35] northern,california
[35] california,week
[35] week,dangerous

Top Word Pairs in Tweet in G8:
[73] jaketapper,propublica
[60] incredible,reporting
[60] reporting,propublica
[60] propublica,political
[60] political,interference
[60] interference,work
[60] work,cdcgov
[60] cdcgov,consequences
[59] drrichbesser,incredible
[59] consequences,devast

Top Word Pairs in Tweet in G9:
[109] thank,senwhitehouse
[108] find,hypocrisy
[108] hypocrisy,daylight
[108] daylight,look
[108] look,power
[108] power,shadows
[108] shadows,thank
[108] senwhitehouse,thanks
[107] al_cantor,find
[107] thanks,janemaye

Top Word Pairs in Tweet in G10:
[114] story,amazing
[114] amazing,important
[113] yjtorbati,story
[2] taliabuford,heard
[2] heard,propublica
[2] propublica,hiring
[2] hiring,17
[2] 17,positions
[2] positions,cover
[2] cover,south

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@ryanjhaas
@mrolmos
@jaketapper
@peterhotez
@conradjwilson
@al_cantor
@dicktofel
@cryptokilgore
@lucaskendall9

Top Replied-To in G1:
@propublica
@ryanjhaas
@mrolmos
@conradjwilson
@lucaskendall9
@soulessginger8
@buddhabumble
@morninggloria
@bryan_denson
@nichhbg

Top Replied-To in G2:
@taliabuford
@ashleyinfloyd
@swmstn2
@courtneymabeus
@people4kam
@luluandtoes
@alexandrazayas

Top Replied-To in G4:
@cryptokilgore
@topinvestorz
@realdonaldtrump
@americafirstpac
@donaldjtrumpjr
@whitehouse
@ivankatrump
@nunesalt
@lulu82824
@projectlincoln

Top Replied-To in G5:
@derekwillis
@mollyjongfast
@peterelkind
@accidentalbeek
@mike_jm
@cdb224
@propublica

Top Replied-To in G7:
@dicktofel
@peterelkind
@erictopol
@susannecraig
@sdkowalski1
@propublica
@travelerdc1
@schwanksta
@feegentry
@jujublount

Top Replied-To in G8:
@jaketapper
@drrichbesser
@propublica
@brinkscribe0
@thegreennewdill
@tracyweber

Top Replied-To in G9:
@al_cantor
@vlnmde

Top Replied-To in G10:
@yjtorbati
@huardsmith
@ericliptonnyt

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@taliabuford
@opb
@ryanjhaas
@derekwillis
@davidsirota
@mrolmos
@conradjwilson
@bryan_denson
@senwhitehouse

Top Mentioned in G1:
@propublica
@opb
@ryanjhaas
@mrolmos
@conradjwilson
@bryan_denson
@morninggloria
@apwestregion
@el
@taliabuford

Top Mentioned in G2:
@taliabuford
@propublica
@alexandrazayas
@ariana_tobin
@bgrueskin
@ona
@ashleyinfloyd
@annehelen
@msanchezmia
@letsgather

Top Mentioned in G3:
@edglomb
@nachtegaalpiebe
@dyannleroy
@afriworldnews

Top Mentioned in G4:
@propublica
@realdonaldtrump
@joebiden
@projectlincoln
@washingtonpost
@reveal
@ap
@nytimes
@americanist4u
@twitter

Top Mentioned in G5:
@derekwillis
@propublica
@brooklynmarie
@chiraagbains
@repgregmurphy
@taliabuford
@calfornc
@mollyjongfast
@mrolmos
@lacyjohnsonmn

Top Mentioned in G6:
@davidsirota
@williamcson
@3dtruth
@bryan_denson
@conradjwilson
@a_l
@propublica

Top Mentioned in G7:
@propublica
@a_l
@jamesbandler
@charlesornstein
@erictopol
@jamesb
@lizweil
@lizziepresser
@gingerthomp1
@susannecraig

Top Mentioned in G8:
@propublica
@cdcgov
@drrichbesser
@jaketapper
@tracyweber
@mrolmos
@susansternberg
@carolineylchen
@a_l
@notatweeter16

Top Mentioned in G9:
@senwhitehouse
@al_cantor
@janemaye
@propublica
@janemayernyer
@katyturnbc
@crooksandliars
@wo
@taliabuford
@susannecraig

Top Mentioned in G10:
@yjtorbati
@maggienyt
@taliabuford
@derekwillis
@propublica
@conradjwilson
@lesleyp09009677
@davidenrich

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@barntiques859
@dichristine
@jojokejohn
@threadreaderapp
@cloudwanderer3
@zerglinator
@1denmadrid
@inabster
@independent

Top Tweeters in G1:
@dichristine
@1denmadrid
@wrikent3500
@phillip92321
@_redfrog
@kenkircher1
@russelltim151
@katcapps
@cblazblaz
@reneevoicebrand

Top Tweeters in G2:
@threadreaderapp
@rxbun
@n7irl
@pollsstar
@astwisa
@jjj5819
@painter_nancy
@kimpy123
@amsmadwoman
@paladine

Top Tweeters in G3:
@occuworld
@schestowitz
@meidas_damon
@solusnan1
@drpatfarrell
@shankargallery
@knittingknots
@rosenthalellery
@macbeestje
@lauriespoon

Top Tweeters in G4:
@independent
@thereal_rebel
@thehill
@sar_oso
@reuters
@el_pais
@tigerbeat
@huffpost
@docrocktex26
@jeannie_hartley

Top Tweeters in G5:
@cloudwanderer3
@stockguy61
@mayirmamay14
@sherrikuczeryk
@mstepczyk
@melissajpeltier
@morvjn
@deathtocrazy
@skywaker9
@leslielee327

Top Tweeters in G6:
@sddphoto
@3wombats
@laura78703
@march4progress
@janattheocean
@mimitexasangel
@stunnatiff
@wydmindfeersart
@leftonmain
@macgyyver

Top Tweeters in G7:
@guardian
@reignofapril
@noybsk2017
@mary_swilling
@yolie_rios
@northwind1ndn
@masky_jay_hoody
@flightbomb
@craigmatsuda
@pragobots

Top Tweeters in G8:
@vedehimajumdar
@mvwinall
@heysyd
@dianacialino
@realworldrj
@cindygallop
@anne_tappe
@jeffgazzard
@harleyb11
@yaya17017

Top Tweeters in G9:
@bresla_linda
@dorothystella7
@harperitebgone
@stlhd100
@kathy_sandoval
@patamador1
@takingaction4us
@catsformede
@primate7
@janjan2892

Top Tweeters in G10:
@ungubunugu1274
@lisakbromley
@mcclure111
@weskusgogga
@docjanicel
@vox_democracy
@maggienyt
@shortwave8669
@profmdwhite
@strictmachine