followthemoney, Twitter, 3/14/2019 5:55:28 PM, 190384


FAQ | Problem?

followthemoney_2019-03-14_10-32-41.xlsx
followthemoney_2019-03-14_10-32-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Short Description:
followthemoney via NodeXL http://bit.ly/2F4GZa2
@realdonaldtrump
@lovetogive2
@amandaperram
@traceywithhope
@msnbc
@ezvic420
@hollaworldwide
@housedemocrats
@gop
@dnc

Top hashtags:
#followthemoney
#manus
#paladinaffair
#inauguralslushfund
#targethomestead

Description:
Description
The graph represents a network of 5,112 Twitter users whose tweets in the requested range contained "followthemoney", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 March 2019 at 17:34 UTC.

The requested start date was Thursday, 14 March 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 7-day, 19-hour, 42-minute period from Wednesday, 06 March 2019 at 04:16 UTC to Wednesday, 13 March 2019 at 23:59 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 : 5112
Unique Edges : 7019
Edges With Duplicates : 3230
Total Edges : 10249
Number of Edge Types : 3
Replies to : 1125
Tweet : 1028
Mentions : 8096
Self-Loops : 1028
Reciprocated Vertex Pair Ratio : 0.0136157337367625
Reciprocated Edge Ratio : 0.026865671641791
Connected Components : 704
Single-Vertex Connected Components : 334
Maximum Vertices in a Connected Component : 3309
Maximum Edges in a Connected Component : 8097
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.137276
Graph Density : 0.000282079004166961
Modularity : 0.662248
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[100] https://twitter.com/politvidchannel/status/1104365644772851712
[79] https://twitter.com/xtrixcyclex/status/1104469005782433794
[23] https://twitter.com/RobertHershbe18/status/1104572442532560896
[20] https://www.theguardian.com/us-news/2019/feb/15/pro-israel-donors-spent-over-22m-on-lobbying-and-contributions-in-2018
[14] https://twitter.com/AIPAC/status/1103423167282974722
[11] https://twitter.com/stonesister7/status/1076530919316561920
[10] http://thefederalist.com/2018/02/20/rich-white-men-institutionalizing-transgender-ideology/
[9] http://www.vsin.com/
[9] https://threadreaderapp.com/thread/1104095189117911040.html
[8] https://twitter.com/BashirAhmaad/status/1105868257356120064

Top URLs in Tweet in G1:
[11] https://twitter.com/stonesister7/status/1076530919316561920
[8] https://twitter.com/octaves5/status/894622985469952000
[6] https://twitter.com/lovetogive2/status/1102831751372529664
[5] https://motherboard.vice.com/en_us/article/gymvaw/cambridge-analyticas-fossil-fuel-connections-scl-group
[4] https://twitter.com/wendysiegelman/status/1060895937810305024
[4] https://twitter.com/lovetogive2/status/1104538387300511745
[4] http://facebook.com/FloridaImmigra
[4] https://twitter.com/AlanRMacLeod/status/1103592532859064320
[3] http://www.politicalforum.com/index.php?threads/i-suspect-this-is-where-trump-russia-collusion-will-be-found-in-the-end.507951/page-4
[3] https://www.newyorker.com/magazine/2017/09/11/jared-kushners-harvard-admissions-essay

Top URLs in Tweet in G2:
[7] https://www.youtube.com/watch?v=4CKA582wqK0&feature=youtu.be

[6] http://humansarefree.com/2016/11/only-3-countries-left-without.html?m=0&fbclid=IwAR27GgZ0u-z25magp_Ll8s6kWjjoRuoToghoEQefUBZoBdYtcBZAMhDmiuA
[2] https://twitter.com/sburke85/status/1103093602643664897
[2] https://www.nytimes.com/2019/03/07/business/argosy-college-art-insititutes-south-university.html
[2] https://www.miaminewtimes.com/news/kraft-spa-founder-li-yang-hung-out-with-rick-scott-ron-desantis-matt-gaetz-trump-11110348
[2] https://twitter.com/redtraccoon/status/1105235014818648066
[2] https://twitter.com/lindseygrahamsc/status/1103476720278093824
[2] https://twitter.com/RyanAFournier/status/1103449195946692609
[1] https://twitter.com/i/web/status/1105978216852934656
[1] https://twitter.com/amvetsupport/status/1104791979500564481

Top URLs in Tweet in G3:
[2] https://twitter.com/TimOBrien/status/1103037635864551425
[2] https://twitter.com/treasonstickers/status/1103358143503843328
[2] https://twitter.com/JayInslee/status/1101930497582612480
[2] https://twitter.com/nocompulsoryvac/status/1104469809910038528
[2] https://twitter.com/lightlovetruth/status/1104757804655611906
[2] https://twitter.com/C4Dispatches/status/1105108677768417280
[2] https://abcnews.go.com/Politics/deutsche-bank-investors-bank-subpoenaed-trump-organization-records/story?id=61621091
[2] https://open.spotify.com/track/37X9uwEeWnlSOlrMyjXOi7
[2] http://www.cmt.com/news/1677006/cmt-blog-dolly-partons-joyful-noise-marks-return-to-the-big-screen/
[2] https://www.forbes.com/sites/kenrapoza/2019/03/10/china-trade-war-update-does-anybody-know-whats-going-on/

Top URLs in Tweet in G4:
[97] https://twitter.com/politvidchannel/status/1104365644772851712
[3] https://www.independent.co.uk/news/world/americas/china-donald-trump-branded-without-us-congress-permission-trademarks-spas-escort-services-hotels-and-a7619136.html?amp&__twitter_impression=true
[2] https://twitter.com/WendySiegelman/status/1104778575645945859
[2] https://twitter.com/xtrixcyclex/status/1104469005782433794
[2] https://twitter.com/jennycohn1/status/1103390274233950208
[1] https://twitter.com/dbongino/status/1103439391979175937
[1] https://twitter.com/i/web/status/1104947862993920001
[1] https://twitter.com/NatashaBertrand/status/1103089099316121600
[1] https://twitter.com/DeadlineWH/status/1103039923756650497
[1] https://twitter.com/DavidCornDC/status/1104371176456024065

Top URLs in Tweet in G5:
[4] https://www.youtube.com/watch?v=q1Nd4IBbwQ4&feature=youtu.be

[2] https://www.dailymail.co.uk/news/article-6780859/Out-shadows-Loyal-money-man-swept-Trump-probes.html
[2] https://dailycaller.com/2019/03/10/dark-money-fusion-steele-soros/
[2] https://www.followthemoney.org/research/blog/private-prisons-pour-millions-into-lobbying-state-lawmakers?gclid=EAIaIQobChMIu_yD77Tm4AIVD5FpCh0IdwGUEAAYASAAEgII5PD_BwE
[1] https://twitter.com/GOP/status/1105643828143448064
[1] https://twitter.com/i/web/status/1105914456628826112
[1] https://twitter.com/i/web/status/1104525251545833472
[1] https://twitter.com/i/web/status/1105896006707761152
[1] https://twitter.com/OmarBaddar/status/1103503328120586241
[1] https://twitter.com/i/web/status/1104844546100396032

Top URLs in Tweet in G6:
[2] https://twitter.com/CraigHillNet/status/1104239478443466754
[1] https://twitter.com/i/web/status/1104991388079251456
[1] https://twitter.com/i/web/status/1104956395516907522
[1] https://twitter.com/AmandaPerram/status/1104991388079251456

Top URLs in Tweet in G7:
[22] https://twitter.com/RobertHershbe18/status/1104572442532560896
[5] https://twitter.com/sburke85/status/1103093602643664897
[3] https://twitter.com/KeelinMadden/status/1103819245744472064
[2] https://twitter.com/GunPatent/status/1103086363446923264
[2] https://twitter.com/BerryMcCokiner1/status/1103084056688893953
[1] https://twitter.com/msrubyredlips/status/1103705628957003777
[1] https://twitter.com/jefsantamonica/status/1103703652273934341
[1] https://twitter.com/i/web/status/1104638173488005120
[1] https://twitter.com/i/web/status/1105332745499115520
[1] http://usaunify.org

Top URLs in Tweet in G8:
[1] https://www.houstonchronicle.com/news/houston-texas/houston/article/Boykins-delays-almost-entire-council-agenda-over-13668765.php
[1] https://madison.com/wsj/news/local/govt-and-politics/milwaukee-lands-democratic-national-convention/article_3220a356-40e6-5bd6-a7cc-ecc7c653dda0.html
[1] https://twitter.com/jaspscherer/status/1105146642674655232
[1] https://twitter.com/i/web/status/1104460174033592320
[1] https://twitter.com/i/web/status/1104823921344430080
[1] https://twitter.com/i/web/status/1104457988994154496
[1] https://twitter.com/i/web/status/1104459351270531078
[1] https://twitter.com/firefightershou/status/1104095794687287296

Top URLs in Tweet in G9:
[76] https://twitter.com/xtrixcyclex/status/1104469005782433794
[4] https://twitter.com/LincolnsBible/status/924987135651745794

Top URLs in Tweet in G10:
[9] http://www.vsin.com/
[4] https://www.lasvegasadvisor.com/
[2] http://www.truehoop.com
[1] https://twitter.com/i/web/status/1105226808969048065
[1] https://twitter.com/badpeatmoss/status/1104154673760620547
[1] https://twitter.com/i/web/status/1104494615791628291
[1] https://twitter.com/i/web/status/1105233788928475142
[1] https://twitter.com/i/web/status/1105601725782732801
[1] https://twitter.com/i/web/status/1105125946888118273
[1] https://twitter.com/i/web/status/1105130047029960704

Top Domains
Top Domains in Tweet in Entire Graph:
[1186] twitter.com
[47] youtube.com
[34] followthemoney.org
[30] theguardian.com
[30] facebook.com
[18] opensecrets.org
[18] nytimes.com
[12] co.uk
[11] art19.com
[10] threadreaderapp.com

Top Domains in Tweet in G1:
[178] twitter.com
[6] facebook.com
[5] newyorker.com
[5] vice.com
[3] nytimes.com
[3] politicalforum.com
[3] slideshare.net
[3] youtube.com
[2] investigativecenters.org
[2] theguardian.com

Top Domains in Tweet in G2:
[108] twitter.com
[15] youtube.com
[6] humansarefree.com
[4] msn.com
[4] nytimes.com
[2] breitbart.com
[2] miaminewtimes.com
[2] motherjones.com
[2] msnbc.com
[1] collective-evolution.com

Top Domains in Tweet in G3:
[196] twitter.com
[21] facebook.com
[6] instagram.com
[6] theguardian.com
[4] pypi.org
[4] spotify.com
[3] forbes.com
[3] co.uk
[2] youtube.com
[2] apple.news

Top Domains in Tweet in G4:
[124] twitter.com
[3] co.uk

Top Domains in Tweet in G5:
[26] twitter.com
[6] youtube.com
[2] co.uk
[2] dailycaller.com
[2] followthemoney.org
[1] usatoday.com
[1] ilovemyfreedom.org
[1] opensecrets.org
[1] apple.news
[1] spiegel.de

Top Domains in Tweet in G6:
[5] twitter.com

Top Domains in Tweet in G7:
[61] twitter.com
[2] nytimes.com
[2] washingtonexaminer.com
[1] usaunify.org
[1] youtube.com
[1] dailycaller.com
[1] facebook.com
[1] kolotv.com
[1] neonnettle.com
[1] breakthematrix.com

Top Domains in Tweet in G8:
[6] twitter.com
[1] houstonchronicle.com
[1] madison.com

Top Domains in Tweet in G9:
[80] twitter.com

Top Domains in Tweet in G10:
[30] twitter.com
[11] art19.com
[9] vsin.com
[4] lasvegasadvisor.com
[2] truehoop.com
[1] youtube.com
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3070] followthemoney
[242] manus
[240] paladinaffair
[143] inauguralslushfund
[108] targethomestead
[107] trumprussia
[81] trumpcrimefamily
[80] focusonthecorruption
[74] homesinstead
[72] nhl



Top Hashtags in Tweet in G1:
[292] followthemoney
[107] targethomestead
[74] homesinstead
[47] trumprussia
[46] russianassets
[45] dccapitalpartners
[43] shutdowntornillocoalition
[41] 989bougainvilleblvd
[36] familiesbelongtogether
[29] morallybankrupt

Top Hashtags in Tweet in G2:
[357] followthemoney
[21] soros
[21] ilhanomar
[21] holder
[21] senatorfeinstein
[21] lorretalynch
[21] susanrice
[21] podesta
[21] maduro
[21] andrewgillum

Top Hashtags in Tweet in G3:
[367] followthemoney
[13] collusion
[13] obstruction
[13] politicalsynergy
[13] dontforgetvicepres
[11] yeswecanhemp2020
[8] trump
[7] getitdonemeuller
[7] abotiamnot
[6] brexit

Top Hashtags in Tweet in G4:
[198] followthemoney
[40] trumpcrimefamily
[17] grifterinchief
[17] trumprussia
[17] nomanisabovethelaw
[16] worstpresidentever
[12] guilty
[11] flynn
[9] trumptaxes
[9] persisting

Top Hashtags in Tweet in G5:
[141] inauguralslushfund
[111] followthemoney
[6] trump
[5] boeing
[5] trumpcrimefamily
[5] traitortrump
[4] amjoy
[4] trumplies
[4] insaneclownpotus
[4] itsmuellertime

Top Hashtags in Tweet in G6:
[238] manus
[236] paladinaffair
[17] followthemoney
[2] nauru
[1] chumgate

Top Hashtags in Tweet in G7:
[130] followthemoney
[18] dem
[11] alexandriaocasiocortez
[9] wakeupamerica
[7] saikatchakrabarti
[6] swamp
[6] noliabiity
[5] aoc
[5] fec
[4] shesanactress

Top Hashtags in Tweet in G8:
[11] followthemoney
[1] propb
[1] nola
[1] nagin

Top Hashtags in Tweet in G9:
[131] followthemoney
[77] focusonthecorruption
[1] kompromat
[1] youbetrayedamerica

Top Hashtags in Tweet in G10:
[196] followthemoney
[72] nhl
[48] followthemoney5
[9] followthemoney6
[8] raiders
[7] supercontest
[6] metallica
[6] zeppelin
[5] warriors
[4] vgk

Top Words
Top Words in Tweet in Entire Graph:
[2050] Words in Sentiment List#1: Positive
[2325] Words in Sentiment List#2: Negative
[72] Words in Sentiment List#3: Angry/Violent
[88256] Non-categorized Words
[92631] Total Words
[3082] followthemoney
[801] s
[440] trump
[436] realdonaldtrump
[389] t

Top Words in Tweet in G1:
[292] followthemoney
[142] lovetogive2
[137] tornillowitness
[116] gop
[116] 2
[107] targethomestead
[87] s
[74] homesinstead
[73] sueinrockville
[71] realdonaldtrump

Top Words in Tweet in G2:
[360] followthemoney
[47] realdonaldtrump
[38] potus
[35] s
[33] trump
[32] speakerpelosi
[31] gop
[29] aoc
[24] pelosi
[22] soros

Top Words in Tweet in G3:
[372] followthemoney
[40] s
[33] trump
[28] money
[22] up
[18] t
[18] more
[15] days
[15] obstruction
[14] out

Top Words in Tweet in G4:
[198] followthemoney
[167] tinker_bell_04
[125] dear
[106] ivankatrump
[97] message
[88] s
[74] trump
[72] mysterious
[72] payment
[72] paul

Top Words in Tweet in G5:
[300] s
[223] realdonaldtrump
[150] know
[147] t
[145] day
[145] don
[142] spent
[141] presidency
[141] still
[141] 30m

Top Words in Tweet in G6:
[247] manus
[244] amandaperram
[236] ok
[236] paladinaffair
[236] folk
[236] discovered
[236] two
[236] contracts
[236] nkw
[236] holdings

Top Words in Tweet in G7:
[130] followthemoney
[61] aoc
[52] sharylattkisson
[44] over
[42] two
[26] campaign
[23] private
[22] people
[22] donations
[21] p

Top Words in Tweet in G8:
[200] firefightershou
[137] sylvesterturner
[112] city
[100] vindictive
[84] 100s
[66] layoff
[56] public
[56] safety
[56] council
[55] hired

Top Words in Tweet in G9:
[131] followthemoney
[79] lincolnsbible
[77] focusonthecorruption
[51] deutchbank
[51] s
[51] always
[51] deutschebank
[50] truefactsstated
[4] 3
[4] panama

Top Words in Tweet in G10:
[204] vsinlive
[197] followthemoney
[192] pt
[190] et
[147] paulyhoward
[144] mitchmossradio
[144] 7a
[82] nhl
[75] f
[74] m

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[240] ok,paladinaffair
[240] paladinaffair,folk
[240] folk,discovered
[240] discovered,two
[240] two,contracts
[240] contracts,nkw
[240] nkw,holdings
[240] holdings,catering
[240] catering,contract
[240] contract,manus

Top Word Pairs in Tweet in G1:
[70] targethomestead,homesinstead
[64] sir,forgetting
[64] forgetting,2
[64] 2,gop
[63] gop,rules
[45] rules,especially
[45] especially,regard
[45] regard,russianassets
[40] homesinstead,shutdowntornillocoalition
[30] tornillowitness,join

Top Word Pairs in Tweet in G2:
[21] ilhanomar,holder
[21] holder,senatorfeinstein
[21] senatorfeinstein,lorretalynch
[21] lorretalynch,susanrice
[21] susanrice,podesta
[21] podesta,maduro
[21] maduro,andrewgillum
[20] andrewgillum,hillaryclinton
[20] hillaryclinton,deborahschultz
[20] deborahschultz,brendasnipes

Top Word Pairs in Tweet in G3:
[13] days,personal
[13] personal,protest
[13] protest,collusion
[13] collusion,obstruction
[13] obstruction,politicalsynergy
[13] politicalsynergy,dontforgetvicepres
[13] dontforgetvicepres,followthemoney
[11] yeswecanhemp2020,followthemoney
[8] up,sale
[7] followthemoney,getitdonemeuller

Top Word Pairs in Tweet in G4:
[97] dear,ivankatrump
[97] ivankatrump,message
[97] message,followthemoney
[96] tinker_bell_04,dear
[72] mysterious,payment
[72] payment,paul
[72] paul,manafort's
[72] manafort's,lawyer
[72] lawyer,reveals
[72] reveals,hidden

Top Word Pairs in Tweet in G5:
[142] don,t
[141] s,day
[141] realdonaldtrump,presidency
[141] presidency,still
[141] still,don
[141] t,know
[141] know,spent
[141] spent,30m
[141] 30m,inauguralslushfund
[141] inauguralslushfund,s

Top Word Pairs in Tweet in G6:
[236] ok,paladinaffair
[236] paladinaffair,folk
[236] folk,discovered
[236] discovered,two
[236] two,contracts
[236] contracts,nkw
[236] nkw,holdings
[236] holdings,catering
[236] catering,contract
[236] contract,manus

Top Word Pairs in Tweet in G7:
[23] sharylattkisson,followthemoney
[21] two,p
[21] p,c
[21] c,'s
[21] 's,founded
[21] founded,aoc's
[21] aoc's,top
[21] top,aide
[21] aide,saikat
[21] saikat,chakrabarti

Top Word Pairs in Tweet in G8:
[56] public,safety
[55] sylvesterturner,hired
[55] hired,100s
[55] 100s,police
[55] police,civilian
[55] civilian,employees
[55] employees,announcing
[55] announcing,city
[55] city,hiring
[55] hiring,freeze

Top Word Pairs in Tweet in G9:
[77] followthemoney,focusonthecorruption
[76] lincolnsbible,followthemoney
[51] deutchbank,s
[51] s,always
[51] always,deutschebank
[51] deutschebank,followthemoney
[50] truefactsstated,deutchbank
[4] 3,panama
[4] panama,papers
[4] papers,exposed

Top Word Pairs in Tweet in G10:
[103] mitchmossradio,paulyhoward
[75] paulyhoward,followthemoney
[72] followthemoney,m
[72] m,f
[72] f,4a
[72] 4a,7a
[72] 7a,pt
[72] pt,7a
[70] 7a,10a
[70] 10a,et

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@gop
@gopchairwoman
@seanhannity
@realjameswoods
@speakerpelosi
@donaldjtrumpjr
@davidcorndc
@aoc
@whitehouse

Top Replied-To in G1:
@gop
@realdonaldtrump
@tornillowitness
@commoncause
@repadamschiff
@davidcorndc
@whitehouse
@lastovich1
@sethabramson
@ushadrons

Top Replied-To in G2:
@realdonaldtrump
@gopchairwoman
@seanhannity
@realjameswoods
@speakerpelosi
@jim_jordan
@donaldjtrumpjr
@gop
@msnbc
@saracarterdc

Top Replied-To in G4:
@realdonaldtrump
@rbreich
@crewcrew
@olganyc1211
@davidcorndc
@krassenstein
@proudresister
@donaldjtrumpjr
@drdenagrayson
@adamparkhomenko

Top Replied-To in G5:
@realdonaldtrump
@gopchairwoman
@therickwilson
@gop
@amy_siskind
@speakerpelosi
@strandjunker
@davidcorndc
@democracystorm
@forsythjenn

Top Replied-To in G6:
@_oliver_yates
@gladysb
@7newssydney
@nswlabor
@steeldawn2012
@lauramrosales

Top Replied-To in G7:
@aoc
@sharylattkisson
@mikebwonder
@billnye
@repaoc
@spacecoastlaw
@billydenham1
@women_vote
@rashidatlaib
@dawudwalid

Top Replied-To in G8:
@alanbernstein
@grooganfox26
@abc13houston
@billkellytexas
@patcourtney8
@sylvesterturner
@hickslur

Top Replied-To in G9:
@rkj65

Top Replied-To in G10:
@mitchmossradio
@thesharpplays
@paulyhoward
@vsinlive

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@amandaperram
@firefightershou
@sylvesterturner
@vsinlive
@tinker_bell_04
@paulyhoward
@lovetogive2
@mitchmossradio
@stevekerrigan

Top Mentioned in G1:
@lovetogive2
@tornillowitness
@gop
@sueinrockville
@realdonaldtrump
@housegop
@repadamschiff
@catyuracka
@repma
@senatedems

Top Mentioned in G2:
@potus
@realdonaldtrump
@speakerpelosi
@msnbc
@adamschiff
@gop
@thismomhcn
@randpaul
@arizonakayte
@maddowblog

Top Mentioned in G3:
@financial4nsics
@jmb063
@jodenerdc
@kellikgirl
@cactusflower81
@oregonnews
@johnzahorik
@judesterworld

Top Mentioned in G4:
@tinker_bell_04
@ivankatrump
@electroboyusa
@realdonaldtrump
@foxnews
@marilynrmarks1
@kirkpatrickdk
@garepublicans
@ideagov
@grizpy

Top Mentioned in G5:
@realdonaldtrump
@stevekerrigan
@dnc
@amermedicalassn
@ppfa
@manysoulswithin
@nwadhams
@potus
@leeside_10
@davidjharrisjr

Top Mentioned in G6:
@amandaperram
@gladysb
@mrmojo4pm
@johnlittle
@aconvict
@michaeldaleymp
@_oliver_yates
@talkyturkey
@peter_fitz
@kleinrevd

Top Mentioned in G7:
@aoc
@sharylattkisson
@mrfrancis_
@fullmeasurenews
@davidbernknopf
@magakellyreno
@bbqbirch
@slealey53
@saikatc
@ourprogressive

Top Mentioned in G8:
@firefightershou
@sylvesterturner
@abc13houston
@alanbernstein
@dnc
@skiplecates
@wildbil62851459
@houstonfire
@houstonchron
@unobubba

Top Mentioned in G9:
@lincolnsbible
@truefactsstated
@samanthan_70
@secelainechao
@missmyrtle2
@gop
@unkleneal
@ivankatrump
@highstakesden
@rkj65

Top Mentioned in G10:
@vsinlive
@paulyhoward
@mitchmossradio
@siriusxm
@fubotv
@viewfromvegas
@lva_tweet
@seeley_nigel
@spennymac84
@vsinjb

Top Tweeters
Top Tweeters in Entire Graph:
@peter_s_becks1
@alllibertynews
@dichristine
@telesurtv
@immoralreport
@missyjo79
@solutioneer72
@pypi_updates2
@twitlertwit
@cherokeesher2

Top Tweeters in G1:
@bannerite
@sherrilee7
@jilevin
@wwf
@jamestoupin
@sueleugers
@ungubunugu1274
@wildwillow65
@lovetogive2
@ydanasmithdutra

Top Tweeters in G2:
@o_irisht
@reneecarrollaz
@kag4all
@appsame
@ggeett37aaa
@lvnancy
@da_realgrizz
@ruthieredsox
@dieb1948
@katthehammer1

Top Tweeters in G3:
@pypi_updates2
@sweetfreedom29
@eyegloarts
@angegarrod
@4djt2016
@quick13
@cactusflower81
@yombe
@robertropars
@ruhithallon

Top Tweeters in G4:
@solutioneer72
@phillip92321
@horsecrazybean
@nahbabynah
@lisahauser8
@foxnews
@darrellwest1984
@betterw05759703
@llstudent08
@sevenbowie

Top Tweeters in G5:
@immoralreport
@emersonfan1
@jcr914
@njdoc
@mjohnso27
@therickwilson
@arembooks
@wsj
@bhsnitzer
@dailycaller

Top Tweeters in G6:
@jrweaver55
@sacarlin48
@zippydazipster
@cscviews
@roseannebyrne
@mdmabsentminded
@fluffula
@boeufblogginon
@mahootna2
@aitch_el

Top Tweeters in G7:
@missyjo79
@rmack2x
@tigcook
@dsshep1959
@sissywillis
@rubylu18
@defacedwallop
@curtandnan
@mackette52
@southpaw816

Top Tweeters in G8:
@abc13houston
@k1erry
@heidil_rn
@houstonchron
@god_speedusa
@texasliberty15
@brea55055
@kenwebsterjrsho
@xsmalljay
@patcourtney8

Top Tweeters in G9:
@cherokeesher2
@beverly21811568
@theresamax
@vedehimajumdar
@barbaraward235
@sar_oso
@geegeebythesea
@dpmax100
@thenakedparty
@ncfarmer321

Top Tweeters in G10:
@mysouthend
@chriswasseldfs
@marvb_
@godfatha702
@ronflatter
@corywcrow
@gameofthrones
@yahooforde
@raiders
@beatingthebook