healthcare, Twitter, 8/13/2019 5:43:31 PM, 206654


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healthcare_2019-08-13_08-40-38.xlsx
healthcare_2019-08-13_08-40-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Short Description:
healthcare via NodeXL http://bit.ly/2YN8Ecn
@realdonaldtrump
@adamschiff
@charliekirk11
@tv_hiec_chair
@investtoelectil
@stuartpstevens
@berniesanders
@dnc
@gop
@thehill

Top hashtags:
#healthcare
#ai
#health
#healthtech
#crypto
#africa
#blockchain
#nimedix

Description:
Description
The graph represents a network of 7,038 Twitter users whose tweets in the requested range contained "healthcare", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 August 2019 at 15:42 UTC.

The requested start date was Monday, 12 August 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 1-day, 1-hour, 15-minute period from Saturday, 10 August 2019 at 10:18 UTC to Sunday, 11 August 2019 at 11:33 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 : 7038
Unique Edges : 7734
Edges With Duplicates : 890
Total Edges : 8624
Number of Edge Types : 3
Mentions : 6496
Tweet : 1277
Replies to : 851
Self-Loops : 1277
Reciprocated Vertex Pair Ratio : 0.00991236891251257
Reciprocated Edge Ratio : 0.0196301564722617
Connected Components : 1373
Single-Vertex Connected Components : 500
Maximum Vertices in a Connected Component : 2517
Maximum Edges in a Connected Component : 3410
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.818678
Graph Density : 0.000141944481091562
Modularity : 0.848561
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[51] https://www.dailykos.com/stories/2019/8/9/1877841/-Lindsey-Graham-If-the-GOP-wins-in-2020-I-can-promise-you-we-will-repeal-your-healthcare
[22] https://thehill.com/policy/healthcare/456733-graham-promises-obamacare-repeal-if-trump-republicans-win-in-2020
[21] https://www.independent.ie/irish-news/health/more-than-one-million-people-now-waiting-for-healthcare-38388199.html
[20] https://www.santen.co.jp/ja/healthcare/eye/products/otc/sante_fx/shingeki/
[19] https://www.sourcepolitics.com/lindsey-graham-i-promise-you-we-will-get-rid-of-healthcare-in-2020-if-we-win/
[16] http://www.ehealthnews.eu/events/5913-spot-on-for-healthcare-technology-startups-at-xpomet-medicinale
[14] https://economictimes.indiatimes.com/industry/healthcare/biotech/healthcare/under-ayushman-bharat-hospitals-use-bizarre-ways-to-siphon-off-funds/articleshow/70617502.cms
[12] https://www.essence.com/news/pete-buttigieg-rural-healthcare-black-america/
[10] https://www.healthcareitnews.com/news/health-system-execs-eyeing-ai-investments-lack-vendor-knowledge
[8] https://t.co/amjEmfTVH8

Top URLs in Tweet in G1:
[20] https://www.santen.co.jp/ja/healthcare/eye/products/otc/sante_fx/shingeki/
[4] http://SeattleOrganicRestaurants.com
[3] https://economictimes.indiatimes.com/industry/healthcare/biotech/healthcare/under-ayushman-bharat-hospitals-use-bizarre-ways-to-siphon-off-funds/articleshow/70617502.cms
[3] https://itjobpro.com/job/his-healthcare-data-developer
[3] https://itjobpro.com/job/data-automation-engineer-healthcare-radiation-oncology
[3] https://twitter.com/brittmchenry/status/1156751535440912385
[3] https://twitter.com/essenviews/status/1159941996863090688
[3] https://www.skincare-univ.com/healthcare/about/
[3] http://www.lqventures.com/
[3] https://www.independent.co.uk/news/world/americas/brian-jones-patricia-murder-suicide-afford-wife-healthcare-elderly-couple-whatcom-county-a9051136.html

Top URLs in Tweet in G2:
[1] https://www.washingtonexaminer.com/opinion/democrats-and-republicans-both-love-the-same-thing-disastrous-healthcare-price-controls
[1] https://twitter.com/reichwreckers/status/1154448233642582016

Top URLs in Tweet in G3:
[1] https://twitter.com/thehill/status/1159540806149165058
[1] https://twitter.com/SusanK49/status/1160368956772888578
[1] https://twitter.com/politicussarah/status/1160290228084649984

Top URLs in Tweet in G4:
[7] https://thehill.com/policy/healthcare/abortion/456730-new-zealand-parliament-advances-legislation-decriminalizing
[4] https://www.kevinmd.com/blog/2019/05/americas-broken-health-care-system-is-killing-our-doctors.html
[3] https://www.businessinsider.com/most-americans-employer-based-plans-healthcare-medicare-for-all-2019-8
[2] https://twitter.com/BernieSanders/status/1160349081677340672
[1] http://bit.ly/2KG2z7B
[1] https://www.cnn.com/2019/01/08/politics/health-care-spending/index.html
[1] https://twitter.com/davidsirota/status/1160011548749778944
[1] https://www.realclearpolitics.com/docs/RCOR_Topline_Healthcare.pdf
[1] https://morningconsult.com/2019/07/02/majority-backs-medicare-for-all-replacing-private-plans-if-preferred-providers-stay/
[1] https://s3.amazonaws.com/s3.boldprogressives.org/images/PCI_July_2019_Poll_Results.pdf

Top URLs in Tweet in G5:
[16] https://www.sourcepolitics.com/lindsey-graham-i-promise-you-we-will-get-rid-of-healthcare-in-2020-if-we-win/
[1] https://twitter.com/joshtpm/status/1159892201595375616
[1] https://www.dailykos.com/stories/2019/8/9/1877841/-Lindsey-Graham-If-the-GOP-wins-in-2020-I-can-promise-you-we-will-repeal-your-healthcare

Top URLs in Tweet in G6:
[10] https://www.healthcareitnews.com/news/health-system-execs-eyeing-ai-investments-lack-vendor-knowledge
[6] https://www.weforum.org/agenda/2019/08/meet-mady-gardner-the-youngest-recipient-of-a-bionic-arm-in-the-us?utm_source=Facebook
[6] Videos&utm_medium=Facebook
[6] Videos&utm_campaign=Facebook
[6] Video
[6] Blogs
[5] https://twitter.com/nresearchnews/status/1160001835157086209
[5] https://www.techrepublic.com/article/why-70-of-healthcare-orgs-have-suffered-data-breaches/
[5] https://www.cognilytica.com/2019/02/07/infographic-8-ways-in-which-ai-is-transforming-healthcare/
[4] https://twitter.com/pradeeprao_/status/1160145024186822656

Top URLs in Tweet in G7:
[5] https://nypost.com/2019/08/06/medicare-for-all-is-a-dire-threat-to-medicare-for-retirees/
[1] https://www.nbcnews.com/news/us-news/elderly-couple-found-dead-apparent-murder-suicide-left-notes-about-n1040691?cid=sm_npd_nn_tw_ma&fbclid=IwAR2cpqT54Ryvavo4EGjk9TSO0YjJvdx9MwIdHqCtx8Yc84Ovyqhuhp9ngZw
[1] https://twitter.com/tedlieu/status/1160412069117612032
[1] https://twitter.com/realDonaldTrump/status/1160320950468009984
[1] https://townhall.com/tipsheet/leahbarkoukis/2019/06/27/every-single-dem-during-thursdays-debate-wants-to-give-illegal-immigrants-healthcare-n2549159
[1] https://twitter.com/realdonaldtrump/status/1144419410729242625
[1] http://smartdissent.com
[1] https://twitter.com/essenviews/status/1159941996863090688
[1] https://twitter.com/thehill/status/1159540806149165058
[1] https://twitter.com/DrGJackBrown/status/1160032649416593408

Top URLs in Tweet in G8:
[3] https://www.nbcnews.com/news/us-news/elderly-couple-found-dead-apparent-murder-suicide-left-notes-about-n1040691
[2] https://www.ndp.ca/health-care?ask=125&ytd=0&guid=Qf05EM4YDKRZHpEiRTzV3mA&utm_medium=email&utm_source=newdemocrats&utm_content=7+-+ndpcahealthcare&utm_campaign=20190715_EML_HC_4_AYN_BSD_NDP_EN_D&source=20190715_EML_HC_4_AYN_BSD_NDP_EN_D
[2] https://twitter.com/brittmchenry/status/1156751535440912385
[2] https://twitter.com/latimes/status/1159955037654847489?s=21
[1] https://godfatherpolitics.com/cost-of-universal-healthcare-sinks-finland-forces-entire-government-to-resign/
[1] https://thedailycoin.org/2019/03/12/finlands-government-collapsed-under-weight-of-socialized-healthcare/
[1] https://kenoraonline.com/local/kenora-is-not-alone-singh-on-downtown-safety-concerns#.XU5CvL399kM.twitter
[1] https://twitter.com/LauraJeanDawe/status/1159790044850327554
[1] https://www.nbcnews.com/news/us-news/elderly-couple-found-dead-apparent-murder-suicide-left-notes-about-n1040691#cdnpoli
[1] https://twitter.com/justintrudeau/status/1159903780319744003?s=21

Top URLs in Tweet in G9:
[4] https://twitter.com/Lesufi/status/1159423457119166465
[3] https://twitter.com/lesufi/status/1159423457119166465
[1] https://twitter.com/Lesufi/status/1159427526067916800
[1] https://www.timeslive.co.za/sunday-times/news/2019-08-11-nhi-may-be-healthcares-mortal-blow/
[1] https://twitter.com/christinastarbu/status/1160427848227799045
[1] https://twitter.com/businesstechsa/status/1160426704638291968
[1] https://businesstech.co.za/news/finance/333931/the-end-of-medical-aid-as-you-know-it-in-south-africa/
[1] https://twitter.com/LouisNel/status/1160112023180632066
[1] https://twitter.com/mckaytracey/status/1160078420291854342

Top URLs in Tweet in G10:
[10] https://thehill.com/policy/healthcare/456733-graham-promises-obamacare-repeal-if-trump-republicans-win-in-2020
[3] https://secure.actblue.com/donate/dw_ny27
[3] https://thehill.com/opinion/healthcare/456841-disability-based-abortion-is-lethal-discrimination
[1] https://twitter.com/sfpathe/status/1160210470109876225
[1] https://bit.ly/2YWn2uf
[1] https://twitter.com/katefromla/status/1160506961517010946
[1] http://thepatientfactor.com/canadian-health-care-information/world-health-organizations-ranking-of-the-worlds-health-systems/
[1] https://www.independent.ie/irish-news/health/more-than-one-million-people-now-waiting-for-healthcare-38388199.html
[1] https://twitter.com/RuleChicago/status/1159840302233899014
[1] https://twitter.com/DavidCornDC/status/1159824683426037760

Top Domains
Top Domains in Tweet in Entire Graph:
[268] twitter.com
[55] thehill.com
[52] dailykos.com
[49] co.uk
[29] youtube.com
[28] thejobnetwork.com
[24] co.jp
[21] careerarc.com
[21] independent.ie
[21] indiatimes.com

Top Domains in Tweet in G1:
[71] twitter.com
[28] thejobnetwork.com
[22] co.jp
[18] co.uk
[13] linkedin.com
[13] careerarc.com
[10] youtube.com
[7] indiatimes.com
[7] candidatehunter.com
[6] itjobpro.com

Top Domains in Tweet in G2:
[1] washingtonexaminer.com
[1] twitter.com

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G4:
[7] thehill.com
[6] twitter.com
[4] kevinmd.com
[4] businessinsider.com
[2] bit.ly
[1] cnn.com
[1] realclearpolitics.com
[1] morningconsult.com
[1] amazonaws.com
[1] actblue.com

Top Domains in Tweet in G5:
[16] sourcepolitics.com
[1] twitter.com
[1] dailykos.com

Top Domains in Tweet in G6:
[22] twitter.com
[11] healthcareitnews.com
[8] careerarc.com
[7] weforum.org
[6] essentials.news
[5] techrepublic.com
[5] youtube.com
[5] cognilytica.com
[5] theguardian.com
[4] co.uk

Top Domains in Tweet in G7:
[6] twitter.com
[5] nypost.com
[1] nbcnews.com
[1] townhall.com
[1] smartdissent.com

Top Domains in Tweet in G8:
[7] twitter.com
[4] nbcnews.com
[2] ndp.ca
[1] godfatherpolitics.com
[1] thedailycoin.org
[1] kenoraonline.com
[1] nanaimoladysmithconservatives.ca

Top Domains in Tweet in G9:
[12] twitter.com
[2] co.za

Top Domains in Tweet in G10:
[13] thehill.com
[5] twitter.com
[3] actblue.com
[1] bit.ly
[1] thepatientfactor.com
[1] independent.ie
[1] sourcepolitics.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[564] healthcare
[120] ai
[65] health
[43] healthtech
[34] crypto
[33] africa
[31] blockchain
[30] nimedix
[28] jobopening
[27] medicareforall



Top Hashtags in Tweet in G1:
[112] healthcare
[28] jobopening
[20] 疲れ目を駆逐せよ
[16] health
[11] maxim_healthcare_services
[7] iot
[6] medical
[5] pharma
[5] jobs
[5] サンテfxを使ってみたい

Top Hashtags in Tweet in G2:
[5] liars
[1] rinocare
[1] liberallogic
[1] saturdaythoughts
[1] kag2020
[1] democratsaredestroyingamerica
[1] democratsaredangerous
[1] democratshateamerica

Top Hashtags in Tweet in G3:
[4] moscowmitch
[1] saturdaymorning
[1] strongertogether
[1] gunreform
[1] healthcare
[1] climatechange
[1] familiesbelongtogether
[1] corruption
[1] votersuppression

Top Hashtags in Tweet in G4:
[5] healthcare
[4] doctors
[3] abortionismurder
[3] abortionisnothealthcare
[3] trump
[3] americafirst
[1] democratsarehypocrites
[1] defundplannedparenthood
[1] panderbears
[1] mentaldisorder

Top Hashtags in Tweet in G6:
[170] healthcare
[70] ai
[33] healthtech
[31] health
[13] machinelearning
[13] iot
[13] innovation
[12] ml
[11] medtech
[10] ehealth

Top Hashtags in Tweet in G7:
[2] americanminersact
[2] smartdissent
[2] gop
[2] healthcare
[2] aca
[1] voteblue2020
[1] obama
[1] trump
[1] traitortrump
[1] darwin

Top Hashtags in Tweet in G8:
[5] healthcare
[4] cdnpoli
[3] andrewscheer
[2] demdebate
[2] onpoli
[1] abpoli
[1] demdebate2
[1] trudeaumuststay
[1] cdnhealth
[1] housingcrisis

Top Hashtags in Tweet in G9:
[8] nhibill
[5] nhi
[3] government
[1] anc
[1] lifeesidimeni
[1] friendsofnhi
[1] natives
[1] europeansonly

Top Hashtags in Tweet in G10:
[6] abortion
[4] healthcare
[3] newyork
[3] election2020
[3] ny27
[3] yeswecan
[3] aca
[2] nc09
[2] trump
[2] southcarolina

Top Words
Top Words in Tweet in Entire Graph:
[5721] Words in Sentiment List#1: Positive
[4287] Words in Sentiment List#2: Negative
[88] Words in Sentiment List#3: Angry/Violent
[135642] Non-categorized Words
[145650] Total Words
[3394] healthcare
[596] free
[595] s
[564] #healthcare
[529] want

Top Words in Tweet in G1:
[405] healthcare
[112] #healthcare
[73] health
[53] t
[48] job
[46] care
[39] jobs
[38] people
[38] more
[38] gt

Top Words in Tweet in G2:
[344] charliekirk11
[342] 2
[328] election
[328] free
[327] socialism
[326] genders
[325] 2020
[325] pivotal
[325] americans
[325] forced

Top Words in Tweet in G3:
[430] house
[226] healthcare
[216] adamschiff
[216] white
[216] gun
[216] reform
[216] wages
[215] democrats
[215] keep
[215] win

Top Words in Tweet in G4:
[134] healthcare
[112] berniesanders
[60] s
[52] davidsirota
[44] know
[39] left
[38] reason
[37] hard
[37] different
[36] journalism

Top Words in Tweet in G5:
[187] republicans
[187] pretend
[187] country
[187] threatened
[187] four
[187] freshman
[187] congresswomen
[187] want
[187] universal
[186] stuartpstevens

Top Words in Tweet in G6:
[170] #healthcare
[94] gt
[70] #ai
[47] healthcare
[39] health
[33] #healthtech
[31] #health
[23] more
[19] s
[18] help

Top Words in Tweet in G7:
[102] healthcare
[74] realdonaldtrump
[27] trump
[24] s
[22] gop
[18] free
[15] people
[15] country
[14] need
[13] coal

Top Words in Tweet in G8:
[119] healthcare
[77] brittmchenry
[41] system
[40] s
[40] canada
[38] canadian
[22] universal
[21] t
[14] one
[13] scheer

Top Words in Tweet in G9:
[113] healthcare
[73] nhi
[55] state
[52] anc
[41] effectively
[40] sowellnomics
[40] creation
[40] owned
[40] entity
[40] controlled

Top Words in Tweet in G10:
[51] healthcare
[26] people
[24] republicans
[22] thehill
[17] win
[16] 2020
[15] repeal
[14] trump
[13] s
[12] graham

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[335] free,market
[333] choose,between
[330] 2020,pivotal
[330] pivotal,election
[330] election,americans
[330] americans,forced
[330] forced,choose
[330] between,socialism
[330] socialism,free
[330] market,2

Top Word Pairs in Tweet in G1:
[26] https,t
[26] t,co
[21] gt,gt
[20] #疲れ目を駆逐せよ,進撃の巨人展finalコラボ中
[20] 進撃の巨人展finalコラボ中,https
[18] murder,suicide
[17] healthcare,system
[17] couple,found
[17] found,dead
[16] health,care

Top Word Pairs in Tweet in G2:
[325] 2020,pivotal
[325] pivotal,election
[325] election,americans
[325] americans,forced
[325] forced,choose
[325] choose,between
[325] between,socialism
[325] socialism,free
[325] free,market
[325] market,2

Top Word Pairs in Tweet in G3:
[216] gun,reform
[215] democrats,keep
[215] keep,house
[215] house,win
[215] win,senate
[215] senate,white
[215] white,house
[215] house,pass
[215] pass,gun
[215] reform,expand

Top Word Pairs in Tweet in G4:
[36] reason,left
[36] left,journalism
[36] journalism,career
[36] career,worked
[36] worked,hard
[36] hard,build
[36] build,berniesanders
[36] berniesanders,different
[36] different,know
[36] know,s

Top Word Pairs in Tweet in G5:
[187] republicans,pretend
[187] pretend,country
[187] country,threatened
[187] threatened,four
[187] four,freshman
[187] freshman,congresswomen
[187] congresswomen,want
[187] want,universal
[186] stuartpstevens,republicans
[17] lindsey,graham

Top Word Pairs in Tweet in G6:
[57] gt,gt
[13] #healthtech,#healthcare
[11] read,more
[10] #health,system
[10] system,execs
[10] execs,eyeing
[10] eyeing,#ai
[10] #ai,investments
[10] investments,lack
[10] lack,vendor

Top Word Pairs in Tweet in G7:
[14] free,healthcare
[12] coal,miners
[12] healthcare,plan
[9] healthcare,illegals
[9] realdonaldtrump,know
[9] know,love
[9] love,country
[9] country,s
[9] s,brave
[9] brave,patriotic

Top Word Pairs in Tweet in G8:
[25] healthcare,system
[19] universal,healthcare
[14] canada,s
[13] canadian,healthcare
[6] justin,trudeau
[6] s,universal
[6] healthcare,probably
[6] wait,times
[6] healthcare,funding
[6] d1vinman,brittmchenry

Top Word Pairs in Tweet in G9:
[41] healthcare,state
[40] nhi,effectively
[40] effectively,creation
[40] creation,healthcare
[40] state,owned
[40] owned,entity
[40] entity,controlled
[40] controlled,anc
[40] anc,ancs
[39] sowellnomics,nhi

Top Word Pairs in Tweet in G10:
[14] win,2020
[11] republicans,win
[10] take,away
[9] graham,promises
[9] promises,repeal
[9] repeal,obamacare
[9] obamacare,trump
[9] trump,republicans
[8] thehill,graham
[6] becoming,available

Top Replied-To
Top Replied-To in Entire Graph:
@berniesanders
@brittmchenry
@realdonaldtrump
@cspanwj
@speakerpelosi
@lesufi
@thehill
@gopchairwoman
@humanistreport
@washingtonpost

Top Replied-To in G2:
@charliekirk11
@jacquesdupuis6

Top Replied-To in G3:
@88seattle61
@adamschiff

Top Replied-To in G4:
@berniesanders
@not_the_meme
@gunnelswarren
@mrbeardedtruth
@tolle55319974
@ohyeahhii
@davidcardenasl
@andrewyang
@tioci1
@seekingproof

Top Replied-To in G6:
@gopchairwoman
@drjo1965
@middleeastmnt
@news4sa
@skynews
@loryluce_
@jmirpub

Top Replied-To in G7:
@realdonaldtrump
@whitehouse
@tedlieu
@nbcnews
@gop
@hoosiers1986
@gopchairwoman
@matthewjshow
@usatoday
@cinsmith1

Top Replied-To in G8:
@brittmchenry
@realsalin
@brianlilley
@merry123459
@tylerwhat16
@andrewscheer
@kimghaney
@thenachofast
@nknelson69
@d1vinman

Top Replied-To in G9:
@lesufi
@noddy2013s
@justinelimlaw
@nmphothulo
@gtalevi
@ticstrics
@phillip80656582
@jonathan_witt
@ndobemhlaba
@sapolnews

Top Replied-To in G10:
@thehill
@jeanneinwa
@lindseygrahamsc
@senkamalaharris
@gopleader
@essenviews
@repstefanik
@youthisfading
@profalysnape
@j_truthe

Top Mentioned
Top Mentioned in Entire Graph:
@charliekirk11
@adamschiff
@stuartpstevens
@berniesanders
@realdonaldtrump
@dloesch
@davidsirota
@breenewsome
@demwrite
@3_lion

Top Mentioned in G1:
@pez1963
@_timos_
@syedsharukh
@hmnwriters
@turney_nicholas
@fascinationcrea
@pcc_nhs
@genew22614687
@atuspain

Top Mentioned in G2:
@charliekirk11
@senalexander
@asiatater
@dnc
@bridgetkf30
@kamalaharris
@mattmurchison
@fdrlst

Top Mentioned in G3:
@adamschiff
@travisakers
@gjabberbox
@88seattle61
@tiffanybond
@rickbsawyer
@tozer911
@robertfranek
@meghan_bb_

Top Mentioned in G4:
@berniesanders
@davidsirota
@naral
@gunnelswarren
@ironvegan
@andrewyang
@rokhanna
@romanoff2020
@philosophrob
@amiraminimd

Top Mentioned in G5:
@stuartpstevens
@kayleeburris
@whitfordbradley
@adamschiff
@karenchestney

Top Mentioned in G6:
@healthitnews
@tamaramccleary
@mikequindazzi
@pradeeprao_
@jacobchristine
@wef
@ki
@charityalphonce
@techrepublic
@jmirpub

Top Mentioned in G7:
@realdonaldtrump
@gop
@sen_joemanchin
@potus
@realjack
@senategop
@tedlieu
@whitehouse
@rampage95_13fox
@imnottayediggs

Top Mentioned in G8:
@brittmchenry
@andrewscheer
@bevazevedo
@dianemarieposts
@merry123459
@mssinenomine
@2muchfun4me
@dbongino
@d1vinman
@kimghaney

Top Mentioned in G9:
@sowellnomics
@lesufi
@myanc
@deanmacpherson
@louisnel
@drzwelimkhize
@thabomoetji
@gtalevi
@ciceronianretha
@sparky_guy

Top Mentioned in G10:
@thehill
@lindseygrahamsc
@lilagracerose
@march_for_life
@senschumer
@essenviews
@centristshateme
@jakejohnsonla
@harrisonjaime
@danielmgade

Top Tweeters
Top Tweeters in Entire Graph:
@tickerreport
@arkangelscrap
@sectest9
@solutioneer72
@alicmurray
@evankirstel
@my_amigouk
@davidjones720
@bannerite
@chidambara09

Top Tweeters in G1:
@tickerreport
@davidjones720
@startupnws
@news_japan_s
@dailynation
@samarjeet_n
@iam__network
@transcriptdaily
@eyewonit
@dailyjobupdates

Top Tweeters in G2:
@patvpeters
@hambysr
@soniapernetti_
@xantl
@dunbdav
@szucrm
@fairyq15
@susanst08942260
@rightmsmagnolia
@ggma5757

Top Tweeters in G3:
@willseattle
@pas5974
@mayread3
@ellis_texas
@mosesdiditbest
@kindlee55
@88seattle61
@wbruce44
@madamyez
@milenaac

Top Tweeters in G4:
@themominatrixx
@vv4change
@teresasmisc
@ezridersos
@aacoek
@of_the_people7
@rowenagreen
@scott_squires
@shreoshib
@mikedidi1964

Top Tweeters in G5:
@marieproia
@theresamax
@joanisparkles
@suekhi
@genghisgalahad2
@bluedillygal
@wendymarcinkie1
@lladybing
@younicks
@vivbwoke

Top Tweeters in G6:
@arkangelscrap
@sectest9
@evankirstel
@chidambara09
@primal_digest
@skynews
@nomoreslaves
@caring_mobile
@news4sa
@drferdowsi

Top Tweeters in G7:
@lrihendry
@usatoday
@laurawilsongal
@all100senators
@variety
@nbcnews
@foxbusiness
@detroit_rachel
@billeaster10
@cabrobst

Top Tweeters in G8:
@eveldick
@cbcnews
@judithkto
@dmrider
@akasassinak
@stradlingdianne
@dianemarieposts
@mark_dowling
@bevazevedo
@speakup407

Top Tweeters in G9:
@unathi_kwaza
@sapolnews
@lootgous
@anatinus
@sparky_guy
@maria89828556
@rinmor
@justinelimlaw
@our_da
@kevinbh1

Top Tweeters in G10:
@thehill
@castonchris
@politicalant
@sumoh7
@drtommartinphd
@theonlykavin
@madvet2000
@msrose2343
@estellelevenda1
@ronnee123