Propublica, Twitter, 2/26/2021 9:51:13 PM, 249652
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Propublica_2021-02-26_05-50-07.xlsx
Propublica_2021-02-26_05-50-07.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 26, 2021
Short Description:
Propublica via NodeXL https://bit.ly/2ZXoFdU
@propublica
@jackgillum
@duckaroo3
@zevshalev
@davidcloudlat
@laurenboebert
@angelabme1
@yashar
@texastribune
@1truthteller

Top hashtags:
#turkey
#cuba
#twitterkurds
#sdf
#texas
#facebook
#kurds
#ypg
#kunanposhporamassrape

Description:
Description
The graph represents a network of 6,916 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, 26 February 2021 at 14:04 UTC.

The requested start date was Friday, 26 February 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 8-hour, 9-minute period from Tuesday, 23 February 2021 at 16:47 UTC to Friday, 26 February 2021 at 00:56 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 : 6916
Unique Edges : 4289
Edges With Duplicates : 13152
Total Edges : 17441
Number of Edge Types : 5
Retweet : 5349
MentionsInRetweet : 7075
Replies to : 1005
Mentions : 2900
Tweet : 1112
Self-Loops : 1145
Reciprocated Vertex Pair Ratio : 0.0100524963699319
Reciprocated Edge Ratio : 0.0199048988167643
Connected Components : 895
Single-Vertex Connected Components : 622
Maximum Vertices in a Connected Component : 5361
Maximum Edges in a Connected Component : 15455
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.522764
Graph Density : 0.00018908860671619
Modularity : 0.416908
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,916 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, 26 February 2021 at 14:04 UTC.

The requested start date was Friday, 26 February 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 8-hour, 9-minute period from Tuesday, 23 February 2021 at 16:47 UTC to Friday, 26 February 2021 at 00:56 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:
[375] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business
[89] https://www.propublica.org/article/power-companies-get-exactly-what-they-want-how-texas-repeatedly-failed-to-protect-its-power-grid-against-extreme-weather
[88] https://www.propublica.org/article/ben-lewis-murder
[81] https://projects.propublica.org/coronavirus/bailouts/
[57] https://www.propublica.org/article/ivanka-donald-trump-jr-close-to-being-charged-felony-fraud
[57] https://twitter.com/propublica/status/1364516175393218562
[43] https://www.propublica.org/article/lawyers-who-were-ineligible-to-handle-serious-criminal-charges-were-given-thousands-of-these-cases-anyway
[32] https://trib.al/AmQj8uA
[31] https://nytv.to/nbYag
[30] https://www.propublica.org/article/national-debt-trump

Top URLs in Tweet in G1:
[22] https://trib.al/AmQj8uA
[19] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business
[4] https://www.propublica.org/article/ben-lewis-murder
[3] https://www.propublica.org/article/lawyers-who-were-ineligible-to-handle-serious-criminal-charges-were-given-thousands-of-these-cases-anyway
[2] https://trib.al/1BE83Fs
[2] https://trib.al/VYdR0qm
[2] https://www.propublica.org/article/propublica-is-seeking-new-applicants-for-its-local-reporting-network
[2] https://twitter.com/propublica/status/1364516175393218562
[2] https://www.propublica.org/article/power-companies-get-exactly-what-they-want-how-texas-repeatedly-failed-to-protect-its-power-grid-against-extreme-weather
[2] https://twitter.com/propublica/status/1364822540917624832

Top URLs in Tweet in G2:
[20] https://www.propublica.org/article/power-companies-get-exactly-what-they-want-how-texas-repeatedly-failed-to-protect-its-power-grid-against-extreme-weather
[4] https://twitter.com/propublica/status/1363996855181471746
[2] https://twitter.com/PolkAwards/status/1364589330581381124
[2] https://trib.al/AmQj8uA
[2] https://mypatriotsnetwork.com/patriot/alex-jones-goes-nuclear-exposing-texas-energy-manipulation-with-proof/
[2] https://twitter.com/csxxxxxxx2/status/1364319212068622341?s=20
[2] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business
[2] https://twitter.com/DanaBashCNN/status/1363585588608262144?s=20
[2] https://gw13906.medium.com/bidens-solution-for-misinformation-841362beb288
[2] https://twitchy.com/samj-3930/2021/02/22/sick-damning-thread-exposes-the-absolute-disaster-bidens-admin-was-in-handling-deadly-texas-storm-with-receipts/

Top URLs in Tweet in G3:
[171] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business
[44] https://www.propublica.org/article/power-companies-get-exactly-what-they-want-how-texas-repeatedly-failed-to-protect-its-power-grid-against-extreme-weather
[32] https://www.propublica.org/article/ben-lewis-murder
[26] https://www.propublica.org/article/lawyers-who-were-ineligible-to-handle-serious-criminal-charges-were-given-thousands-of-these-cases-anyway
[20] https://www.propublica.org/article/i-dont-trust-the-people-above-me-riot-squad-cops-open-up-about-disastrous-response-to-capitol-insurrection
[17] https://twitter.com/propublica/status/1364516175393218562
[16] https://twitter.com/propublica/status/1363996855181471746
[15] https://www.propublica.org/article/covid-vaccine-supply
[12] https://projects.propublica.org/climate-migration/
[10] https://www.propublica.org/article/the-irs-cashed-her-check-then-the-late-notices-started-coming

Top URLs in Tweet in G4:
[10] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business
[7] https://twitter.com/propublica/status/1364516175393218562
[1] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[1] https://www.propublica.org/article/propublica-is-seeking-new-applicants-for-its-local-reporting-network
[1] https://twitter.com/i/web/status/1364802734176706562
[1] https://twitter.com/i/web/status/1364788298598801415
[1] https://twitter.com/i/web/status/1364564464016752641
[1] https://twitter.com/i/web/status/1364669369989537792
[1] https://twitter.com/i/web/status/1364778245359628288
[1] https://www.propublica.org/article/prosecutors-investigating-the-trump-organization-zero-in-on-trump-cfo-allen-weisselberg

Top URLs in Tweet in G5:
[28] https://www.propublica.org/article/ben-lewis-murder
[17] https://www.propublica.org/article/propublica-is-seeking-new-applicants-for-its-local-reporting-network
[5] https://twitter.com/PolkAwards/status/1364589330581381124
[5] https://www.propublica.org/atpropublica/propublicas-covid-19-stories-win-polk-award-for-health-reporting
[4] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business
[4] https://www.propublica.org/article/ben-lewis-murder?utm_medium=social&utm_source=twitter#1050301
[4] https://trib.al/AmQj8uA
[4] https://www.propublica.org/article/how-covid-19-hollowed-out-a-generation-of-young-black-men
[3] https://www.propublica.org/article/power-companies-get-exactly-what-they-want-how-texas-repeatedly-failed-to-protect-its-power-grid-against-extreme-weather
[3] https://www.themainemonitor.org/lawyers-who-were-ineligible-to-handle-serious-criminal-charges-were-given-thousands-of-these-cases-anyway/

Top URLs in Tweet in G6:
[17] https://twitter.com/propublica/status/1364516175393218562
[5] https://www.propublica.org/article/national-debt-trump
[3] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business
[3] https://projects.propublica.org/climate-migration/
[3] https://twitter.com/brokersong/status/1285398940268081152?s=20
[2] https://projects.propublica.org/parler-capitol-videos/
[2] https://twitter.com/propublica/status/1166349899014668288?s=20
[2] https://thewire.in/south-asia/amid-heightened-security-foreign-envoys-assess-normalcy-in-jk-after-clampdown
[2] https://www.propublica.org/article/no-one-took-us-seriously-black-cops-warned-about-racist-capitol-police-officers-for-years
[1] https://twitter.com/i/web/status/1365071125055737857

Top URLs in Tweet in G7:
[35] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business
[4] https://twitter.com/propublica/status/1364516175393218562
[3] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business/amp?__twitter_impression=true
[1] https://twitter.com/i/web/status/1365064444393349121
[1] https://twitter.com/i/web/status/1365060203624988673
[1] https://twitter.com/i/web/status/1364995317486157827
[1] https://twitter.com/i/web/status/1365059086413365249
[1] https://twitter.com/dicktofel/status/1364532836011827204
[1] https://twitter.com/i/web/status/1365024618747203593
[1] https://twitter.com/i/web/status/1365024987187453952

Top URLs in Tweet in G8:
[4] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business
[1] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business/amp#click=https://t.co/3sna92faMJ
[1] https://www.propublica.org/article/tear-gas-is-way-more-dangerous-than-police-let-on-especially-during-the-coronavirus-pandemic
[1] https://trib.al/1BE83Fs
[1] https://features.propublica.org/waterloo-meatpacking/as-covid-19-ravaged-this-iowa-city-officials-discovered-meatpacking-executives-were-the-ones-in-charge/
[1] https://projects.propublica.org/climate-migration/
[1] https://trib.al/AmQj8uA
[1] https://www.propublica.org/article/inside-the-trump-administrations-decision-to-leave-the-world-health-organization
[1] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[1] https://projects.propublica.org/parler-capitol-videos/?id=fo1Bh9ciOrwi

Top URLs in Tweet in G9:
[4] https://www.propublica.org/article/sheryl-sandberg-and-top-facebook-execs-silenced-an-enemy-of-turkey-to-prevent-a-hit-to-their-business
[2] https://www.propublica.org/article/lawyers-who-were-ineligible-to-handle-serious-criminal-charges-were-given-thousands-of-these-cases-anyway
[2] https://twitter.com/propublica/status/1364516175393218562

Top URLs in Tweet in G10:
[14] https://www.propublica.org/article/the-cares-act-sent-you-a-1-200-check-but-gave-millionaires-and-billionaires-far-more
[7] https://www.propublica.org/article/ivanka-donald-trump-jr-close-to-being-charged-felony-fraud
[4] https://www.propublica.org/article/national-debt-trump
[2] https://projects.propublica.org/coronavirus/bailouts/
[1] https://twitter.com/i/web/status/1365038430141509635
[1] https://twitter.com/i/web/status/1365027830124449798
[1] https://www.propublica.org/article/power-companies-get-exactly-what-they-want-how-texas-repeatedly-failed-to-protect-its-power-grid-against-extreme-weather
[1] https://www.aspeninstitute.org/ideas/
[1] https://twitter.com/propublica/status/1364953192732188683
[1] https://twitter.com/i/web/status/1363664727792967683

Top Domains
Top Domains in Tweet in Entire Graph:
[1436] propublica.org
[768] twitter.com
[84] trib.al
[33] nytv.to
[13] feedpress.com
[12] propub.li
[8] google.com
[6] apple.news
[3] liu.edu
[3] slownews.com

Top Domains in Tweet in G1:
[113] twitter.com
[71] trib.al
[44] propublica.org
[11] propub.li
[2] al.com
[1] gofundme.com
[1] github.com
[1] paper.li
[1] exposedbycmd.org
[1] google.com

Top Domains in Tweet in G2:
[167] twitter.com
[31] propublica.org
[2] trib.al
[2] bit.ly
[2] mypatriotsnetwork.com
[2] medium.com
[2] twitchy.com
[1] texastribune.org
[1] econintersect.com
[1] thepostmillennial.com

Top Domains in Tweet in G3:
[501] propublica.org
[187] twitter.com
[7] feedpress.com
[5] apple.news
[2] blogspot.com
[1] delawarebusinessnow.com
[1] niemanlab.org
[1] bujournalism.com
[1] instagram.com
[1] slownews.com

Top Domains in Tweet in G4:
[15] propublica.org
[15] twitter.com

Top Domains in Tweet in G5:
[78] propublica.org
[45] twitter.com
[5] trib.al
[3] liu.edu
[3] themainemonitor.org
[2] audm.com

Top Domains in Tweet in G6:
[52] twitter.com
[25] propublica.org
[3] google.com
[2] thewire.in
[1] millennialmillie.com
[1] middleeasteye.net
[1] india.com
[1] ohchr.org
[1] thekashmirwalla.com
[1] passblue.com

Top Domains in Tweet in G7:
[41] propublica.org
[25] twitter.com
[1] columbia.edu
[1] translate.goog
[1] nytimes.com

Top Domains in Tweet in G8:
[11] propublica.org
[2] trib.al

Top Domains in Tweet in G9:
[6] propublica.org
[2] twitter.com

Top Domains in Tweet in G10:
[32] propublica.org
[12] twitter.com
[1] aspeninstitute.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[109] turkey
[19] cuba
[17] twitterkurds
[15] sdf
[14] texas
[14] facebook
[12] kurds
[12] ypg
[11] kunanposhporamassrape
[11] kashmirresistanceday



Top Hashtags in Tweet in G1:
[6] kochnetwork
[3] defundthepolice
[3] plainlanguage
[2] radicalization
[2] acab
[2] cyberdigest
[2] kurdish
[2] turkey
[1] msm
[1] deletefacebook

Top Hashtags in Tweet in G2:
[11] texas
[9] snow
[7] industrial
[7] chemical
[2] coronavirus
[2] borderwall
[2] txlege
[1] texaspoweroutages
[1] texasfreeze
[1] oportun

Top Hashtags in Tweet in G3:
[4] deletefacebook
[3] texasblackout
[3] facebook
[3] dkmedier
[2] smartnews
[2] texaspowergrid
[2] taxes
[2] irs
[2] medicareforall
[2] defundthepolice

Top Hashtags in Tweet in G4:
[2] facebook
[2] turkey

Top Hashtags in Tweet in G5:
[9] wisconsin
[4] trump
[4] inauguration
[2] covid19
[2] maine
[1] attorneys
[1] defend
[1] justice
[1] trumpswatch
[1] obstructionists

Top Hashtags in Tweet in G6:
[11] kunanposhporamassrape
[11] kashmirresistanceday
[7] gop
[7] gopq
[7] maga
[4] kashmir
[3] deletefacebook
[3] whatisyouroath
[2] debhaaland
[2] howmanyisenough

Top Hashtags in Tweet in G7:
[18] turkey
[17] twitterkurds
[15] sdf
[10] ypg
[8] kurds
[2] türkiye
[1] decentralizethenet
[1] rojava
[1] pkk
[1] insurrectionists

Top Hashtags in Tweet in G8:
[77] turkey
[1] climatecrisis
[1] climateaction
[1] gopdomesticterrorists

Top Hashtags in Tweet in G9:
[1] prison
[1] justicesystem
[1] crime
[1] arrest
[1] publicdefender
[1] maine
[1] murder

Top Hashtags in Tweet in G10:
[2] news
[1] covidreliefbill
[1] houstonchronicle
[1] democrats
[1] texas

Top Words
Top Words in Tweet in Entire Graph:
[3842] propublica
[1757] facebook
[1361] texas
[1294] power
[1161] grid
[1136] turkey
[915] texastribune
[857] against
[844] sandberg
[843] repeatedly

Top Words in Tweet in G1:
[1649] propublica
[260] years
[230] black
[195] facebook
[178] turkey
[174] time
[171] year
[166] knew
[162] texas
[160] grid

Top Words in Tweet in G2:
[1004] propublica
[882] texas
[882] texastribune
[764] power
[727] grid
[588] repeatedly
[562] failed
[561] weather
[560] protect
[557] against

Top Words in Tweet in G3:
[216] facebook
[183] turkey
[164] sandberg
[153] sheryl
[151] top
[149] business
[145] company
[145] execs
[144] enemy
[144] silenced

Top Words in Tweet in G4:
[483] facebook
[409] emails
[404] internal
[387] jackgillum
[297] show
[296] request
[294] turkey
[256] block
[247] getting
[246] backed

Top Words in Tweet in G5:
[285] propublica
[94] reporting
[80] polkawards
[79] power
[78] pandemic
[78] charlesornstein
[70] polk
[70] award
[67] health
[64] two

Top Words in Tweet in G6:
[101] propublica
[33] janelytv
[33] fine
[28] ap
[20] washingtonpost
[19] abc
[16] npr
[16] reveal
[16] cnn
[16] cbsnews

Top Words in Tweet in G7:
[333] facebook
[204] turkey
[114] propublica
[111] top
[84] sandberg
[80] sheryl
[76] execs
[70] silenced
[62] company
[61] turkish

Top Words in Tweet in G8:
[196] sheryl
[196] sandberg
[113] fine
[113] kurdish
[112] agrees
[112] cover
[112] slaughter
[112] america's
[112] former
[112] allies

Top Words in Tweet in G9:
[97] sandberg
[93] top
[92] turkey
[86] sheryl
[86] amid
[86] 2018
[85] turkish
[84] execs
[83] silenced
[83] enemy

Top Words in Tweet in G10:
[27] propublica
[16] bobwoodson
[16] theofficertatum
[16] gop
[16] secretarycarson
[16] theleoterrell
[16] realcandaceo
[16] jlptalk
[16] larryelder
[12] make

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[850] texastribune,propublica
[834] power,grid
[822] propublica,texas
[805] sheryl,sandberg
[778] failed,protect
[776] repeatedly,failed
[774] texas,repeatedly
[773] grid,against
[770] protect,power
[738] against,extreme

Top Word Pairs in Tweet in G1:
[132] propublica,texas
[128] texas,regulators
[128] regulators,lawmakers
[128] lawmakers,knew
[128] knew,grid
[128] grid,vulnerabilities
[128] vulnerabilities,years
[128] years,time
[128] time,again
[128] again,furthered

Top Word Pairs in Tweet in G2:
[823] texastribune,propublica
[658] propublica,texas
[591] power,grid
[559] repeatedly,failed
[558] texas,repeatedly
[557] failed,protect
[554] protect,power
[554] grid,against
[554] against,extreme
[554] extreme,weather

Top Word Pairs in Tweet in G3:
[152] sheryl,sandberg
[145] sandberg,top
[144] execs,silenced
[143] facebook,execs
[143] silenced,enemy
[143] enemy,turkey
[142] top,facebook
[141] turkey,prevent
[140] prevent,hit
[134] hit,company

Top Word Pairs in Tweet in G4:
[404] internal,facebook
[404] facebook,emails
[296] emails,show
[245] show,backed
[245] backed,turkey
[245] turkey,request
[245] request,block
[245] block,adversary
[245] adversary,risk
[245] risk,getting

Top Word Pairs in Tweet in G5:
[68] polk,award
[66] award,health
[65] health,reporting
[62] reporting,propublica
[62] examining,pandemic
[62] pandemic,disproportionate
[62] disproportionate,impact
[61] propublica,two
[61] two,series
[61] series,examining

Top Word Pairs in Tweet in G6:
[30] janelytv,fine
[13] propublica,reveal
[11] #kunanposhporamassrape,#kashmirresistanceday
[10] tbij,propublica
[9] cbsnews,abc
[8] propublica,kenklippenstein
[8] abc,tbij
[8] propublica,fairmediawatch
[7] cbsnews,nbcnews
[7] #gop,#gopq

Top Word Pairs in Tweet in G7:
[79] sheryl,sandberg
[75] sandberg,top
[74] top,facebook
[74] facebook,execs
[62] execs,silenced
[61] silenced,enemy
[61] prevent,hit
[61] hit,company
[58] turkey,prevent
[55] company,business

Top Word Pairs in Tweet in G8:
[196] sheryl,sandberg
[112] fine,sheryl
[112] sandberg,agrees
[112] agrees,cover
[112] cover,slaughter
[112] slaughter,america's
[112] america's,former
[112] former,kurdish
[112] kurdish,allies
[112] allies,bc

Top Word Pairs in Tweet in G9:
[86] sheryl,sandberg
[85] amid,2018
[85] 2018,turkish
[84] sandberg,top
[83] execs,silenced
[83] silenced,enemy
[83] enemy,turkey
[83] turkey,prevent
[83] prevent,hit
[83] hit,company

Top Word Pairs in Tweet in G10:
[16] propublica,bobwoodson
[16] bobwoodson,theofficertatum
[16] theofficertatum,gop
[16] gop,secretarycarson
[16] secretarycarson,theleoterrell
[16] theleoterrell,realcandaceo
[16] realcandaceo,jlptalk
[16] jlptalk,larryelder
[7] duckaroo3,propublica
[7] larryelder,jaronsmith

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@texastribune
@jackgillum
@curbsideslav
@swtbeat
@hintofspooky
@sambacon25
@casillasaudio
@jbsapien
@trumplostgetov1

Top Replied-To in G1:
@propublica
@gregdaco
@friedrichsmith
@tomponzowdae
@teragramus
@georgevand_van
@philipsexton
@noonesp95429433
@thestatelottery
@craignewman

Top Replied-To in G2:
@texastribune
@curbsideslav
@swtbeat
@hintofspooky
@sambacon25
@casillasaudio
@3sentinel4
@trumplostgetov1
@propublica
@toplesstopics

Top Replied-To in G4:
@jackgillum
@justinelliott
@derekwillis
@jeffykao
@jeremybmerrill
@gingerthomp1
@yoyoel
@fboversight
@kathygriffin
@donw

Top Replied-To in G5:
@michaelgrabell
@polkawards
@megsnewz
@propublica
@bmyeung
@angie_rasmussen
@mickeyd1971
@ddiamond
@chisuci7
@remrieder

Top Replied-To in G6:
@propublica
@marcorubio
@janelytv
@macfarlanenews
@msnbc
@aclu
@russellsieg
@blmohr
@virginianpilot
@nbcnews

Top Replied-To in G7:
@tbc0
@lsanger
@facebook
@dicktofel
@sherylsandberg
@futurearbitron
@datlas15
@sotros25
@iwriteok
@stansarkisov

Top Replied-To in G8:
@lincolnsbible
@markmobility

Top Replied-To in G9:
@taniel

Top Replied-To in G10:
@propublica
@happychichester
@rogermarshallmd
@breitbartnews
@michaelart123
@funder
@safetypindaily
@jakelobin
@mcconnellpress
@reportsdanews

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@texastribune
@jackgillum
@jinatx
@facebook
@zevshalev
@davidcloudlat
@motherjones
@charlesornstein
@polkawards

Top Mentioned in G1:
@propublica
@puiwingtam
@soberlook
@gregdaco
@rishikadugyala
@mapbox
@willy_maps
@standuprepublic
@jackgillum
@puddingviz

Top Mentioned in G2:
@propublica
@texastribune
@jinatx
@viannadavila
@kiahcollier
@jeanshortsgay
@chickstein
@renlarson_
@tedcruz
@gop

Top Mentioned in G3:
@taizun_tapia
@gutekunstlaw
@channelingllama
@maureenpickeri6
@pcribbett
@mfouquenet
@0kf0x
@ann_neels

Top Mentioned in G4:
@jackgillum
@propublica
@justinelliott
@_____mjb
@fboversight
@adamgoldmannyt
@donw
@fuocosavinelli
@facebook
@jeffykao

Top Mentioned in G5:
@propublica
@charlesornstein
@polkawards
@mickeyd1971
@rmac18
@mainemonitor
@bmyeung
@ddiamond
@michaelgrabell
@edyong209

Top Mentioned in G6:
@propublica
@janelytv
@ap
@abc
@washingtonpost
@npr
@reveal
@cnn
@cbsnews
@latimes

Top Mentioned in G7:
@facebook
@propublica
@dicktofel
@keremschamberg
@richardengel
@jake_hanrahan
@matthew_petti
@sherylsandberg
@benargentieri
@maidsafe

Top Mentioned in G8:
@zevshalev
@talk_spy
@larryboorstein
@lincolnsbible
@propublica
@texastribune
@jackgillum
@polkawards
@charlesornstein
@davidcloudlat

Top Mentioned in G9:
@yashar
@shiraovide
@joanne_stocker
@propublica
@zkharazian
@jason_kint
@jackgillum
@wusa9
@janelytv
@zevshalev

Top Mentioned in G10:
@bobwoodson
@theofficertatum
@gop
@secretarycarson
@theleoterrell
@realcandaceo
@jlptalk
@larryelder
@propublica
@cookieparker6

Top Tweeters
Top Tweeters in Entire Graph:
@rojname_com
@missb62
@dichristine
@threadreaderapp
@rk70534
@monicasloves
@mattmurph24
@1denmadrid
@geoffrey_payne
@thereal_rebel

Top Tweeters in G1:
@rk70534
@mattmurph24
@1denmadrid
@thereal_rebel
@rxbun
@kenkircher1
@russelltim151
@pollsstar
@lizditz
@mbvukutaphiri

Top Tweeters in G2:
@pas5974
@teram323tere
@frecklesxx20
@phendricks71
@gpwriter
@morgfair
@fieryreddragon
@shadowdogdesign
@ami_tvdfan
@deathtocrazy

Top Tweeters in G3:
@rojname_com
@coopmike48
@latikia
@solusnan1
@baphometx
@drpatfarrell
@macbeestje
@rojname_english
@alpha_level
@papaesoco

Top Tweeters in G4:
@_redfrog
@ungubunugu1274
@tigerbeat
@carrybeyond
@raisinaseries
@ambrowoll
@jwomack
@18diannem
@juliettetorrez
@flightbomb

Top Tweeters in G5:
@dichristine
@bannerite
@rhiles2760
@micjojd
@reggiebub
@avonan
@bnb952
@samlitzinger
@masky_jay_hoody
@sfdirewolf

Top Tweeters in G6:
@ntelevisa_com
@reuters
@business
@guardian
@el_pais
@janiecestaton
@dcexaminer
@skynews
@bostonglobe
@reforma

Top Tweeters in G7:
@missb62
@aldoceccarelli
@angelakorras
@ken_crichlow
@asteris
@glynmoody
@digyoursoul
@llacigart
@wolfnw
@euwatchers

Top Tweeters in G8:
@jjj5819
@theresamax
@wellness4you13
@cotey_mary
@joanisparkles
@cathleenkucz
@stacymichelleb
@funnagan
@lglwry
@beverlyfolkers

Top Tweeters in G9:
@joec1776
@manchuriandevil
@on_bender
@coalminetweety
@norsemndem
@imagefeeder
@kitten0409
@wusa9
@rralstonagile
@aplebeianlife

Top Tweeters in G10:
@mog7546
@rolandsmartin
@mms5048
@danielashley13
@washingtonpost
@funder
@rawstory
@houstonchron
@dallasnews
@johnabusinger


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