Propublica, Twitter, 1/28/2022 2:02:15 PM, 270848


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Propublica_2022-01-28_05-35-12.xlsx
Propublica_2022-01-28_05-35-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 28, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3g2VkXA
@propublica
@angryfleas
@bennyadamo1
@janiecestaton
@justinelliott
@no2hitting
@joleneswisher2
@macfarlanenews
@sifill_ldf
@helenprejean

Top hashtags:
#democracyinperil
#autopilot
#gop
#maga
#2yrs2long
#dshea
#cuomo
#onev1

Description:
Description
The graph represents a network of 7,120 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, 28 January 2022 at 13:43 UTC.

The requested start date was Friday, 28 January 2022 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 7-day, 1-hour, 52-minute period from Thursday, 20 January 2022 at 13:44 UTC to Thursday, 27 January 2022 at 15:36 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 : 7120
Unique Edges : 5486
Edges With Duplicates : 14280
Total Edges : 19766
Number of Edge Types : 5
Tweet : 1072
Mentions : 4620
Replies to : 1006
Retweet : 5333
MentionsInRetweet : 7735
Self-Loops : 1122
Reciprocated Vertex Pair Ratio : 0.0114896190284217
Reciprocated Edge Ratio : 0.022718214428059
Connected Components : 743
Single-Vertex Connected Components : 454
Maximum Vertices in a Connected Component : 5560
Maximum Edges in a Connected Component : 17842
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.52942
Graph Density : 0.000197998393285258
Modularity : 0.421431
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,120 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, 28 January 2022 at 13:43 UTC.

The requested start date was Friday, 28 January 2022 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 7-day, 1-hour, 52-minute period from Thursday, 20 January 2022 at 13:44 UTC to Thursday, 27 January 2022 at 15:36 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:
[91] https://www.propublica.org/article/identity-theft-surged-during-the-pandemic-heres-where-a-lot-of-the-stolen-data-came-from
[69] https://www.propublica.org/article/inside-turbotax-20-year-fight-to-stop-americans-from-filing-their-taxes-for-free
[66] https://www.propublica.org/article/national-debt-trump
[62] https://www.propublica.org/article/how-a-powerful-company-convinced-georgia-to-let-it-bury-toxic-waste-in-groundwater
[60] https://www.propublica.org/article/epa-takes-action-to-combat-industrial-air-pollution
[54] https://www.propublica.org/article/toxic-pcbs-festered-at-this-public-school-for-eight-years-as-students-and-teachers-grew-sicker
[49] https://www.propublica.org/article/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[41] https://www.propublica.org/article/meet-the-customer-service-reps-for-disney-and-airbnb-who-have-to-pay-to-talk-to-you
[41] https://www.propublica.org/article/kidney-failure-emergency-rooms-and-medical-debt-the-unseen-costs-of-food-poisoning
[36] https://twitter.com/propublica/status/1484282316348440580

Top URLs in Tweet in G1:
[12] https://www.propublica.org/article/identity-theft-surged-during-the-pandemic-heres-where-a-lot-of-the-stolen-data-came-from
[9] https://trib.al/H0YXjXj
[8] https://twitter.com/propublica/status/1484282316348440580
[5] https://www.propublica.org/article/epa-takes-action-to-combat-industrial-air-pollution
[5] https://www.propublica.org/article/a-visionary-without-a-country
[4] https://trib.al/ouQrWms
[4] https://twitter.com/propublica/status/1484163444165292033
[4] https://www.propublica.org/article/kidney-failure-emergency-rooms-and-medical-debt-the-unseen-costs-of-food-poisoning
[3] https://www.propublica.org/article/how-a-powerful-company-convinced-georgia-to-let-it-bury-toxic-waste-in-groundwater
[3] https://twitter.com/propublica/status/1484181091015528449

Top URLs in Tweet in G2:
[38] https://www.propublica.org/article/meet-the-customer-service-reps-for-disney-and-airbnb-who-have-to-pay-to-talk-to-you
[20] https://www.propublica.org/article/epa-takes-action-to-combat-industrial-air-pollution
[18] https://www.propublica.org/article/identity-theft-surged-during-the-pandemic-heres-where-a-lot-of-the-stolen-data-came-from
[15] https://www.propublica.org/article/a-former-hackers-guide-to-boosting-your-online-security
[9] https://projects.propublica.org/toxmap/
[6] https://www.propublica.org/article/how-a-powerful-company-convinced-georgia-to-let-it-bury-toxic-waste-in-groundwater
[4] https://www.propublica.org/article/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[4] https://www.propublica.org/article/d-c-attorney-general-sues-customer-service-firm-arise-for-stiffing-workers-on-pay
[4] https://www.ire.org/ire-announces-winners-of-2021-philip-meyer-journalism-award/
[4] https://twitter.com/propublica/status/1486293116420251649

Top URLs in Tweet in G3:
[39] https://www.propublica.org/article/identity-theft-surged-during-the-pandemic-heres-where-a-lot-of-the-stolen-data-came-from
[28] https://www.propublica.org/article/how-a-powerful-company-convinced-georgia-to-let-it-bury-toxic-waste-in-groundwater
[24] https://www.propublica.org/article/toxic-pcbs-festered-at-this-public-school-for-eight-years-as-students-and-teachers-grew-sicker
[23] https://www.propublica.org/article/epa-takes-action-to-combat-industrial-air-pollution
[20] https://www.propublica.org/article/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[16] https://www.propublica.org/article/a-visionary-without-a-country
[14] https://www.propublica.org/article/kidney-failure-emergency-rooms-and-medical-debt-the-unseen-costs-of-food-poisoning
[13] https://www.propublica.org/article/senate-finance-chair-to-billionaire-developers-explain-how-opportunity-zone-tax-break-is-helping-the-poor
[12] https://www.propublica.org/article/d-c-attorney-general-sues-customer-service-firm-arise-for-stiffing-workers-on-pay
[11] https://twitter.com/propublica/status/1484282316348440580

Top URLs in Tweet in G4:
[5] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[4] https://www.propublica.org/article/ivanka-donald-trump-jr-close-to-being-charged-felony-fraud
[3] https://www.propublica.org/article/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[2] https://twitter.com/propublica/status/1484695150509142017?s=20
[2] https://projects.propublica.org/parler-capitol-videos/
[2] https://www.propublica.org/article/black-children-were-jailed-for-a-crime-that-doesnt-exist/amp
[2] https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing
[2] https://www.propublica.org/article/national-debt-trump
[2] https://www.propublica.org/article/the-celebrity-backed-green-fintech-company-that-isnt-as-green-as-it-seems
[2] https://www.washingtonpost.com/politics/2019/07/22/officer-suggests-ocasio-cortez-should-be-shot-after-he-read-fake-news-facebook/

Top URLs in Tweet in G5:
[3] https://www.propublica.org/article/toxic-pcbs-festered-at-this-public-school-for-eight-years-as-students-and-teachers-grew-sicker
[1] https://www.propublica.org/article/states-are-hoarding-52-billion-in-welfare-funds-even-as-the-need-for-aid-grows
[1] https://twitter.com/realworldrj/status/1486700238274543624
[1] https://www.propublica.org/article/court-records-show-that-emails-and-phone-data-were-searched-in-child-porn-probe-of-billionaire-denny-sanford
[1] https://www.propublica.org/article/a-former-hackers-guide-to-boosting-your-online-security
[1] https://apple.news/AxXqB5WO5SDWU6esHJe0TIQ
[1] https://twitter.com/propublica/status/1486237580760952841
[1] https://www.press.org/newsroom/voice-america-propublica-among-national-press-club-journalism-awards-winners
[1] https://www.youtube.com/watch?v=lnx89rmLEPk&feature=youtu.be

[1] https://www.propublica.org/article/when-youre-a-billionaire-your-hobbies-can-slash-your-tax-bill

Top URLs in Tweet in G6:
[11] https://www.propublica.org/article/class-action-a-challenge-to-the-idea-that-income-can-integrate-americas-cam
[6] https://twitter.com/propublica/status/1483631329422069762
[3] https://twitter.com/propublica/status/1483671530215284736
[2] https://projects.propublica.org/toxmap/
[1] https://wpln.org/post/judge-donna-scott-davenport-announces-retirement-from-rutherford-countys-juvenile-court/
[1] https://www.psr.org/wp-content/uploads/2018/05/coal-ash-hazardous-to-human-health.pdf
[1] https://twitter.com/propublica/status/1485844045201035265
[1] https://twitter.com/propublica/status/1486206807756443649
[1] https://www.propublica.org/article/the-federal-government-gave-billions-to-americas-schools-for-covid-19-relief-where-did-the-money-go
[1] https://twitter.com/gregggonsalves/status/1486007829584662530

Top URLs in Tweet in G7:
[2] https://www.propublica.org/
[1] https://www.propublica.org/article/trump-inc-what-the-trump-campaign-is-up-to-on-youtube-hint-it-involves-aliens-bin-laden-and-ivanka
[1] https://patreon.com/talkingfeds
[1] https://twitter.com/propublica/status/1485204467674980359
[1] https://twitter.com/SeditionHunters/status/1486075615639920640
[1] https://twitter.com/DrPoorman/status/1486153586442924032
[1] https://twitter.com/RonFilipkowski/status/1486177919764475906
[1] https://twitter.com/reportbywilson/status/1484202416874541056
[1] https://twitter.com/DavidManOnFire/status/1485996083276832786
[1] https://www.propublica.org/article/these-real-estate-and-oil-tycoons-used-paper-losses-to-avoid-paying-taxes-for-years

Top URLs in Tweet in G8:
[1] https://projects.propublica.org/parler-capitol-videos/
[1] https://projects.propublica.org/nonprofits/organizations/530196605
[1] https://projects.propublica.org/nonprofits/organizations/530206027
[1] https://projects.propublica.org/nonprofits/organizations/311580204
[1] https://projects.propublica.org/nonprofits/organizations/133404773
[1] https://www.propublica.org/article/national-debt-trump/amp

Top URLs in Tweet in G9:
[21] https://www.propublica.org/article/the-dirty-secret-of-americas-clean-dishes
[1] https://www.propublica.org/article/twitter-and-youtube-banned-steve-bannon-apple-still-gives-him-millions-of-listeners
[1] https://twitter.com/propublica/status/1353025387002011648
[1] https://www.propublica.org/article/d-c-attorney-general-sues-customer-service-firm-arise-for-stiffing-workers-on-pay

Top URLs in Tweet in G10:
[33] https://www.propublica.org/article/national-debt-trump
[9] https://www.propublica.org/article/a-wisconsin-republican-looks-back-with-regret-at-voter-id-and-redistricting
[6] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[5] https://www.propublica.org/article/toxic-pcbs-festered-at-this-public-school-for-eight-years-as-students-and-teachers-grew-sicker
[2] https://www.propublica.org/article/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[2] https://www.propublica.org/article/ivanka-donald-trump-jr-close-to-being-charged-felony-fraud/amp
[1] https://twitter.com/propublica/status/1484163444165292033
[1] https://www.propublica.org/article/chicagos-race-neutral-traffic-cameras-ticket-black-and-latino-drivers-the-most
[1] https://www.propublica.org/article/epa-takes-action-to-combat-industrial-air-pollution
[1] https://www.propublica.org/article/trump-spawned-a-new-group-of-mega-donors-who-now-hold-sway-over-gops-future

Top Domains
Top Domains in Tweet in Entire Graph:
[1480] propublica.org
[402] twitter.com
[130] trib.al
[23] propub.li
[17] milwaukeeindependent.com
[15] apple.news
[10] anchor.fm
[5] amazon.com
[4] wbur.org
[4] ycombinator.com

Top Domains in Tweet in G1:
[116] trib.al
[78] propublica.org
[55] twitter.com
[23] propub.li
[2] youtube.com
[1] forms.fm
[1] npr.org
[1] technologyreview.com
[1] thedailybeast.com
[1] thefreedictionary.com

Top Domains in Tweet in G2:
[154] propublica.org
[36] twitter.com
[4] ire.org
[4] palmbeachpost.com
[4] trib.al
[4] amazon.com
[3] seattletimes.com
[2] wbur.org
[2] npr.org
[2] datajournalism.com

Top Domains in Tweet in G3:
[403] propublica.org
[136] twitter.com
[12] apple.news
[3] linkedin.com
[3] anchor.fm
[3] einnews.com
[3] ycombinator.com
[3] youthtoday.org
[2] trib.al
[2] zusia.com

Top Domains in Tweet in G4:
[49] twitter.com
[33] propublica.org
[2] washingtonpost.com
[1] tuoitrenews.vn
[1] westernslopenow.com
[1] crimeonline.com
[1] fox5ny.com
[1] businessinsider.com
[1] cambridge.org
[1] bigdatamagazine.es

Top Domains in Tweet in G5:
[7] propublica.org
[2] twitter.com
[1] apple.news
[1] press.org
[1] youtube.com

Top Domains in Tweet in G6:
[18] propublica.org
[12] twitter.com
[1] wpln.org
[1] psr.org
[1] tennessean.com
[1] trib.al
[1] post-gazette.com

Top Domains in Tweet in G7:
[14] propublica.org
[10] twitter.com
[1] patreon.com
[1] opensecrets.org
[1] nonprofitfacts.com
[1] apple.com
[1] harkaudio.com

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

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

Top Domains in Tweet in G10:
[61] propublica.org
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[183] democracyinperil
[43] autopilot
[27] gop
[27] maga
[25] 2yrs2long
[24] dshea
[24] cuomo
[22] onev1
[21] ovearth
[21] wtpearth



Top Hashtags in Tweet in G1:
[17] photojournalism
[5] propublicamugshot
[4] ransomware
[4] education
[4] college
[4] bakercollege
[4] marketing
[2] whiteprivilege
[2] epa
[1] environmentalracism

Top Hashtags in Tweet in G2:
[11] environmentalracism
[11] environmentaljustice
[11] environmentalhealth
[10] datajournalism
[3] democracyinperil
[3] ddj
[2] datasecurity
[2] stoptheburn
[1] propublicamugshot
[1] airpollution

Top Hashtags in Tweet in G3:
[8] propublica
[5] privacy
[3] hacking
[3] cybersecurity
[2] smartnews
[2] technology
[2] trump
[2] republicans
[2] china
[2] uihlein

Top Hashtags in Tweet in G4:
[43] autopilot
[27] maga
[26] gop
[25] 2yrs2long
[24] dshea
[24] cuomo
[9] stopthecoverups
[8] rigged
[3] itsrigged
[3] stopthedelays

Top Hashtags in Tweet in G5:
[180] democracyinperil
[3] journalism
[2] paviolanputin
[2] goputin
[1] nullification
[1] gopcoupkluxklan
[1] environmentalracism
[1] environmentaljustice
[1] environmentalhealth

Top Hashtags in Tweet in G6:
[2] rutherfordcounty
[1] georgia

Top Hashtags in Tweet in G7:
[1] urgencyofequity
[1] bigoil
[1] ukraine
[1] covid

Top Hashtags in Tweet in G9:
[22] onev1
[21] ovearth
[21] wtpearth
[21] resistanceunited
[1] fresh
[1] demcast

Top Hashtags in Tweet in G10:
[8] wipolitics
[6] wiunion
[2] ronjohnson
[2] richarduihlean
[2] lizuihlean
[2] dianehendricks
[1] boycottuline

Top Words
Top Words in Tweet in Entire Graph:
[4507] propublica
[885] one
[588] county
[577] more
[545] people
[541] data
[473] epa
[436] black
[436] judge
[371] america

Top Words in Tweet in G1:
[2398] propublica
[487] one
[273] more
[246] chemical
[237] county
[232] epa
[212] black
[209] south
[206] data
[205] investigation

Top Words in Tweet in G2:
[901] propublica
[178] million
[172] data
[162] epa
[137] state
[133] uihlein
[133] trump
[132] dick
[131] tax
[130] justinelliott

Top Words in Tweet in G3:
[114] propublica
[56] data
[53] companies
[52] decades
[50] hacking
[50] leave
[50] sensitive
[49] despite
[48] attacks
[48] unprotected

Top Words in Tweet in G4:
[177] propublica
[118] potus
[103] cnn
[85] vp
[80] police
[79] ap
[57] npr
[47] billdeblasio
[45] poverty
[45] nycdhs

Top Words in Tweet in G5:
[243] iarnsdorf
[210] acosta
[208] porter_anderson
[184] county
[182] people
[180] media
[180] propublica's
[180] #democracyinperil
[180] filling
[180] positions

Top Words in Tweet in G6:
[269] propublica
[158] seeking
[117] wpln
[110] judge
[88] sifill_ldf
[85] held
[85] accountable
[84] actions
[83] needs
[82] hope

Top Words in Tweet in G7:
[61] propublica
[21] nytimes
[16] washingtonpost
[14] agkarlracine
[14] non
[13] group
[13] fahrenthold
[12] love
[12] see
[12] arise

Top Words in Tweet in G8:
[6] ericr42
[5] lee_whiten
[5] jimlikesbb
[5] srasberry1
[5] truthisnott
[5] antilibmob
[5] chrisg409ubc
[5] lundthf
[5] kellyring
[5] hamradiojoe

Top Words in Tweet in G9:
[84] apple
[82] carrying
[81] steve
[81] podcast
[81] bannon
[80] fuck
[80] still
[80] bannon's
[80] newsflash
[80] under

Top Words in Tweet in G10:
[53] wisdems
[52] ron
[52] johnson
[52] tries
[47] distract
[47] disinformation
[47] campaign
[47] remember
[22] zaleskiluke
[11] years

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[281] majority,black
[267] west,virginia
[266] chemical,plants
[266] one,west
[265] one,dangerous
[265] dangerous,chemical
[265] plants,america
[265] america,sits
[265] sits,one
[265] virginia,majority

Top Word Pairs in Tweet in G1:
[194] propublica,one
[186] majority,black
[184] chemical,plants
[183] one,dangerous
[183] dangerous,chemical
[183] plants,america
[183] america,sits
[183] sits,one
[183] one,west
[183] west,virginia

Top Word Pairs in Tweet in G2:
[115] 17,million
[115] million,figure
[115] figure,cited
[115] cited,less
[115] less,half
[115] half,dick
[115] dick,uihlein
[115] uihlein,personally
[115] personally,netted
[115] netted,tax

Top Word Pairs in Tweet in G3:
[49] despite,decades
[49] companies,leave
[48] decades,hacking
[48] hacking,attacks
[48] attacks,companies
[48] sensitive,data
[48] data,unprotected
[43] leave,vast
[43] vast,amounts
[43] amounts,sensitive

Top Word Pairs in Tweet in G4:
[73] potus,vp
[72] vp,propublica
[45] propublica,cnn
[34] police,police
[33] propublica,npr
[31] cnn,ap
[27] nro,ndn
[27] abc,ap
[27] poverty,pushing
[26] #gop,#maga

Top Word Pairs in Tweet in G5:
[199] iarnsdorf,acosta
[180] media,propublica's
[180] propublica's,iarnsdorf
[180] acosta,#democracyinperil
[180] #democracyinperil,filling
[180] filling,county
[180] county,positions
[180] positions,people
[179] porter_anderson,media
[179] people,belie

Top Word Pairs in Tweet in G6:
[111] propublica,wpln
[84] held,accountable
[81] judge,donna
[81] glad,seeking
[81] seeking,re
[81] re,election
[81] election,needs
[81] needs,held
[81] accountable,actions
[81] actions,office

Top Word Pairs in Tweet in G7:
[12] love,see
[10] fahrenthold,nytimes
[8] propublica,washingtonpost
[7] washingtonpost,huge
[7] huge,analysis
[7] analysis,18m
[7] 18m,facebook
[7] facebook,group
[7] group,before
[7] before,found

Top Word Pairs in Tweet in G8:
[5] jimlikesbb,srasberry1
[5] srasberry1,truthisnott
[5] truthisnott,antilibmob
[5] antilibmob,chrisg409ubc
[5] chrisg409ubc,lundthf
[5] lundthf,ericr42
[5] ericr42,kellyring
[4] hamradiojoe,lee_whiten
[4] lee_whiten,jimlikesbb
[3] kellyring,commentpleasure

Top Word Pairs in Tweet in G9:
[80] fuck,apple
[80] apple,still
[80] still,carrying
[80] carrying,steve
[80] steve,bannon's
[80] bannon's,podcast
[80] podcast,newsflash
[80] newsflash,under
[80] under,dictatorship
[80] dictatorship,bannon

Top Word Pairs in Tweet in G10:
[52] ron,johnson
[52] johnson,tries
[51] wisdems,ron
[47] tries,distract
[47] distract,disinformation
[47] disinformation,campaign
[47] campaign,remember
[9] costareports,congrats
[9] congrats,hey
[9] hey,live

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@potus
@porter_anderson
@iarnsdorf
@jesusrodriguezb
@govkathyhochul
@sdooling
@nycmayor
@gop
@chrishendel

Top Replied-To in G1:
@propublica
@jesusrodriguezb
@alisonannyoung
@thisbe777
@mfullhart
@jsmithson_2
@danieljbatt
@seangibney9
@thecurrent
@jimmyjenkins

Top Replied-To in G2:
@propublica
@chrishendel
@justinelliott
@iarnsdorf
@tracyweber
@amysilvermanaz
@stephenjscanlan
@hhieupc
@drangundsturm
@markolalde

Top Replied-To in G3:
@myrudy32

Top Replied-To in G4:
@potus
@propublica
@govkathyhochul
@nycmayor
@kamalaharris
@sensanders
@peoplesmedianyc
@blackgirlinmain
@warriorsitg
@createcraig

Top Replied-To in G5:
@porter_anderson
@iarnsdorf
@govinslee
@eisingerj
@michaelkruse
@maryderrickart
@cosunshine
@acosta
@baghdadbrian
@danpriceseattle

Top Replied-To in G6:
@propublica
@sifill_ldf
@teelpenny
@ft1965
@joshhawkinsphot
@dragonflylibrar
@fanfangswalwell
@janet_lafler
@angieun27401972
@djconn

Top Replied-To in G7:
@fahrenthold
@propublica
@stealthygeek
@msnbc
@irs_ci
@karaswisher
@mjdix8
@epi_d_nique
@deenashakir
@petersgoodman

Top Replied-To in G8:
@hamradiojoe
@btcunclesam
@lee_whiten
@flattielover

Top Replied-To in G9:
@petesouza

Top Replied-To in G10:
@housegop
@govkristinoem
@qwertvonnegut
@austin79334006
@costareports
@averagecitize12
@sittig90914517
@breitbartnews
@kylaintheburgh
@wisdems

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@iarnsdorf
@acosta
@porter_anderson
@justinelliott
@wpln
@cnn
@potus
@georgiapower
@cezary

Top Mentioned in G1:
@propublica
@basf
@jesusrodriguezb
@kmcgrory
@mattmillsphoto
@normornstein
@alisonannyoung
@alexanderchee
@georgewpapajohn
@georgiapower

Top Mentioned in G2:
@propublica
@justinelliott
@cezary
@georgiapower
@maxblau
@charlesornstein
@bykenarmstrong
@a_l
@epamichaelregan
@mrym_jml

Top Mentioned in G3:
@phil_free_
@restructures
@gr64077791greer
@jerrybuchko
@computerhelphi

Top Mentioned in G4:
@propublica
@cnn
@potus
@vp
@ap
@npr
@billdeblasio
@nyclu
@nycdhs
@wsj

Top Mentioned in G5:
@propublica
@iarnsdorf
@acosta
@porter_anderson
@cheneyagency
@littlebrown
@pronoydsarkar
@elysecheney
@isamendia
@pressclubdc

Top Mentioned in G6:
@propublica
@wpln
@sifill_ldf
@civilr
@knoxdems
@nhannahjones
@civilrights
@votegloriaj
@campbelltn20
@joshhawkinsphot

Top Mentioned in G7:
@propublica
@nytimes
@washingtonpost
@agkarlracine
@fahrenthold
@comcast
@harrylitman
@alecmacgillis
@epi_d_nique
@proudlibpat

Top Mentioned in G8:
@ericr42
@jimlikesbb
@srasberry1
@truthisnott
@antilibmob
@chrisg409ubc
@lundthf
@kellyring
@earthone_13
@angryfleas

Top Mentioned in G9:
@bennyadamo1
@backup_rcp_1964
@ben_vl__amrhein
@propublica
@neilyoung
@smudgeon
@danrather
@namenzie
@msanchezmia

Top Mentioned in G10:
@wisdems
@zaleskiluke
@erikhalvorsen18
@costareports
@toddjohnson1965
@housegop
@spudlovr
@jjsmokkieboy57
@propublica
@rhonda_harbison

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@sectest9
@oldlady12345
@matthewtwihard
@dichristine
@rk70534
@cagney1991
@1denmadrid
@britpoptarts
@_redfrog

Top Tweeters in G1:
@sectest9
@cagney1991
@bannerite
@cybersecurityn8
@wrikent3500
@lizditz
@lechatnoire4
@marthalynneowe1
@kak089
@govkhan

Top Tweeters in G2:
@1denmadrid
@_redfrog
@viralvideovlogs
@kenkircher1
@pollsstar
@vedehimajumdar
@justwhatnowwhy
@samhainnight
@rebellegrrl
@sba1211

Top Tweeters in G3:
@schestowitz
@chronlaw
@fleming77
@mrkalman
@drpatfarrell
@janattheocean
@hntweets
@akaxochi
@shehzadyounis
@paulwiggins

Top Tweeters in G4:
@thehill
@reuters
@businessinsider
@rolandsmartin
@dcexaminer
@bbcnews
@foxnews
@nypost
@rt_com
@no2hitting

Top Tweeters in G5:
@missb62
@oldlady12345
@meidas_damon
@squirrel1110
@zentaoprincess
@grannynannynews
@eilonwy24
@aziegler
@djradar
@alwaysthinkhow

Top Tweeters in G6:
@dichristine
@amyayers16
@cnbsnana
@tinamorphis
@avonan
@belladonamodels
@amadii
@stlhd100
@michaelsen_erik
@pearlfectchassi

Top Tweeters in G7:
@guardian
@adeebrahman73
@huffpost
@peta
@nytimes
@washingtonpost
@thedailybeast
@usatoday
@politico
@abcnews

Top Tweeters in G8:
@thereseosulliv2
@takethatdarwin
@vincegottalotta
@phillyinquirer
@jgcocanada
@angel_13_rising
@jimaw63
@hrt6017
@shrekthepunk
@flattielover

Top Tweeters in G9:
@thepoliticalcat
@sylviaz1913
@bellablue1060
@areck0001
@rosemariebrown3
@onlywhitetiger
@janiceparkforak
@citizenwonk
@speedy_hen
@vickijo54203063

Top Tweeters in G10:
@jeffreymeursing
@carriesweet2017
@kals55
@lauriespoon
@debbiesva
@phoenixwomanmn
@50smag
@_strate
@james_savage15
@lovemychris


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