healthcare, Twitter, 11/21/2019 1:09:16 AM, 216879


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healthcare_2019-11-20_15-23-48.xlsx
healthcare_2019-11-20_15-23-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 21, 2019
Short Description:
healthcare via NodeXL http://bit.ly/2D0iNoH
@realdonaldtrump
@gopchairwoman
@petebuttigieg
@kvtac
@lenthebastard
@jeremycorbyn
@gop
@devinnunes
@uklabour
@ilhanmn

Top hashtags:
#healthcare
#toofarleft
#ai
#medicareforall
#health
#healthtech
#bigdata
#cybersecurity

Description:
Description
The graph represents a network of 6,656 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 Wednesday, 20 November 2019 at 23:25 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 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, 0-hour, 27-minute period from Sunday, 17 November 2019 at 13:07 UTC to Monday, 18 November 2019 at 13:35 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 : 6656
Unique Edges : 8000
Edges With Duplicates : 594
Total Edges : 8594
Number of Edge Types : 3
Mentions : 6942
Tweet : 1079
Replies to : 573
Self-Loops : 1079
Reciprocated Vertex Pair Ratio : 0.0089828634604754
Reciprocated Edge Ratio : 0.0178057800301329
Connected Components : 1226
Single-Vertex Connected Components : 428
Maximum Vertices in a Connected Component : 2894
Maximum Edges in a Connected Component : 4567
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.285593
Graph Density : 0.00016482419956077
Modularity : 0.853234
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 6,656 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 Wednesday, 20 November 2019 at 23:25 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 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, 0-hour, 27-minute period from Sunday, 17 November 2019 at 13:07 UTC to Monday, 18 November 2019 at 13:35 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 : healthcare
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[26] https://thehill.com/policy/healthcare/470866-trump-reversed-course-on-flavored-e-cigarette-ban-over-fear-of-job-losses
[19] http://www.lqventures.com/
[9] https://healthcare.gov/
[9] https://townhall.com/columnists/halscherz/2019/11/18/va-healthcare-and-the-failure-of-a-government-run-system-n2556557?187
[7] https://www.brianthomas.me/blog/entry/why-artificial-intelligence-is-important-in-healthcare?utm_content=buffer4034f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://twitter.com/abc7chicago/status/1195481746369843208
[5] https://twitter.com/thehill/status/1196418289536241667
[5] https://twitter.com/ZubyMusic/status/1195994712525676544
[5] https://www.symplur.com/healthcare-hashtags/PedsICU/analytics/?hashtag=PedsICU&fdate=11%2F11%2F2019&shour=5&smin=0&tdate=11%2F18%2F2019&thour=5&tmin=0
[5] https://twitter.com/MattHancock/status/1195997609942560768

Top URLs in Tweet in G1:
[1] https://twitter.com/mkittwit/status/1196415545526161408
[1] https://twitter.com/mkittwit/status/1196415802276270081
[1] https://trib.al/CdmMGA1
[1] http://bit.ly/32UxN1W
[1] https://twitter.com/theadvocatebr/status/1195911801667510272

Top URLs in Tweet in G2:
[5] https://jameswhitley.com/
[3] https://twitter.com/rapplerdotcom/status/1196302567229161472
[3] https://thehill.com/policy/healthcare/470866-trump-reversed-course-on-flavored-e-cigarette-ban-over-fear-of-job-losses
[3] https://player.socastsrm.com/player/link?h=5134-33dd524c2b37a7d84d39d19b96318192&u=http%3A%2F%2Fwww.thedrivefm.ca%2F2019%2F11%2F18%2F187726%2F
[2] https://twitter.com/sensanders/status/1195769802410930176
[2] https://www.cnn.com/2019/11/12/health/us-cant-afford-health-care-trnd/index.html
[2] http://www.mondaq.com/article.asp?articleid=865050
[2] http://www.mondaq.com/article.asp?articleid=865054
[2] https://www.americanthinker.com/articles/2019/11/why_everyone_should_fear_universal_healthcare.html
[2] https://twitter.com/ZubyMusic/status/1195994712525676544

Top URLs in Tweet in G3:
[1] https://twitter.com/rapplerdotcom/status/1196302567229161472

Top URLs in Tweet in G4:
[2] https://thehill.com/policy/healthcare/470745-sanders-vows-to-introduce-medicare-for-all-in-first-week-of-presidency
[1] https://crooked.com/podcast/healthcare-dissected-pt-1-nobody-knew-healthcare-could-be-so-complicated/
[1] https://twitter.com/blackwomenlead_/status/1195704764165709824?s=21
[1] https://thehill.com/policy/healthcare/470661-warren-promises-gradual-move-towards-medicare-for-all-in-first-100-days
[1] https://thehill.com/policy/healthcare/470615-ohio-lawmakers-unveil-bill-making-abortion-murder
[1] https://www.youtube.com/watch?v=lg6jeUoQnO8

[1] http://kamalaharris.org
[1] https://twitter.com/meganmesserly/status/1193031387864956928?s=20
[1] https://peteforamerica.com/policies/economic-agenda/
[1] https://twitter.com/jacobinmag/status/1195959755438559237

Top URLs in Tweet in G5:
[3] https://www.engadget.com/2019/11/15/ai-seizure-prediction-epilepsy/?guccounter=1&guce_referrer=aHR0cHM6Ly9mbGlwYm9hcmQuY29tL3JlZGlyZWN0P3VybD1odHRwcyUzQSUyRiUyRnd3dy5lbmdhZGdldC5jb20lMkYyMDE5JTJGMTElMkYxNSUyRmFpLXNlaXp1cmUtcHJlZGljdGlvbi1lcGlsZXBzeSUyRiZ2PThuOUFHQ1VDdEtoeE1rSWdNN2JJMm5IQkRQckVHX1BQTWtIaEd5dGxTUFVBQUFGdWRVRkVOdw&guce_referrer_sig=AQAAAIaX9eMp78W4YqFaJsX0gmm5bNIC_7yyC89jTxw5u12QbdFzT118b_0-Oh3tHp69QBnQyv2NidL4NqFsFk0WNJJvdGXTMGrSUZBmmZxRn7uzViG-6GChFh70L9FfY1Ds2g0Y8E6LnF_WWaZUxcbthQpGGY_fJlLQ2biCIfSiv0LT
[3] https://www.couponed12.com/2019/11/design-of-experiments-doe.html
[2] https://www.emrsystems.net/blog/mental-health-ehr-software-for-small-practices/
[2] https://www.emrsystems.net/blog/chronic-care-management-with-emr-software/
[2] https://www.couponed12.com/2019/11/spss-amos-test-models-hypothesis.html
[2] https://www.sanita24.ilsole24ore.com/pdf2010/Editrice/ILSOLE24ORE/QUOTIDIANO_SANITA/Online/_Oggetti_Correlati/Documenti/2018/05/08/POLITECNICO_SLIDE.pdf
[2] https://www.weforum.org/agenda/2019/09/this-is-how-attitudes-to-vaccines-compare-around-the-world
[1] https://twitter.com/i/web/status/1196372483143806976
[1] https://twitter.com/Ship2B/status/1196366183538163712
[1] https://bit.ly/37cp3I6?utm_content=105786274&utm_medium=social&utm_source=twitter&hss_channel=tw-268986118

Top URLs in Tweet in G6:
[3] https://secure.actblue.com/donate/elisa-cardnell-for-congress-1?refcode=site
[2] https://elisacardnell.com/events
[1] http://elisacardnell.com
[1] https://www.washingtontimes.com/news/2019/nov/15/trump-unveils-new-rules-for-healthcare-insurance-p/
[1] https://www.usnews.com/news/best-states/alabama
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6468124/
[1] https://twitter.com/SecPompeo/status/1195852056961179651
[1] https://www.amazon.com/E.-Denise-Caldon-Sorkness/e/B01EGFEC8K
[1] https://thehill.com/blogs/pundits-blog/healthcare/312898-to-solve-the-va-appeals-problem-get-rid-of-the-hamster-wheel
[1] https://twitter.com/whitehouse/status/1195469860979040256?s=12

Top URLs in Tweet in G7:
[1] https://twitter.com/peterdaou/status/1195709733753311232

Top URLs in Tweet in G8:
[2] https://twitter.com/MattHancock/status/1195997609942560768
[1] https://twitter.com/MattHancock/status/1196117962912129028
[1] https://twitter.com/matthancock/status/1196117962912129028
[1] https://www.parliament.uk/brexit-reciprocal-healthcare/
[1] https://youtu.be/5g3Km5kSi7A
[1] https://twitter.com/michael_fifield/status/1196047121482502144

Top URLs in Tweet in G9:
[1] https://twitter.com/DrOlufunmilayo/status/1196004249064235008
[1] https://www.theguardian.com/technology/2019/nov/14/google-healthcare-data-ascension
[1] https://randomcriticalanalysis.com/2019/11/07/a-tale-of-two-covariates-why-owid-and-company-are-wrong-about-us-healthcare/

Top URLs in Tweet in G10:
[1] https://twitter.com/lisaocarroll/status/1196121545883693058
[1] https://twitter.com/SteveBakerHW/status/1196401415729500162

Top Domains
Top Domains in Tweet in Entire Graph:
[226] twitter.com
[47] thehill.com
[22] bit.ly
[22] co.uk
[19] linkedin.com
[19] lqventures.com
[15] youtube.com
[13] gdpuk.com
[12] healthcare.gov
[12] townhall.com

Top Domains in Tweet in G1:
[3] twitter.com
[1] trib.al
[1] bit.ly

Top Domains in Tweet in G2:
[66] twitter.com
[12] linkedin.com
[9] careerarc.com
[7] thehill.com
[6] facebook.com
[6] co.uk
[5] dlvr.it
[5] jameswhitley.com
[4] arabianbusiness.com
[4] aplitrak.com

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

Top Domains in Tweet in G4:
[4] twitter.com
[4] thehill.com
[1] crooked.com
[1] youtube.com
[1] kamalaharris.org
[1] peteforamerica.com
[1] huffpost.com

Top Domains in Tweet in G5:
[5] emrsystems.net
[5] couponed12.com
[4] twitter.com
[3] engadget.com
[3] forbes.com
[2] ilsole24ore.com
[2] buff.ly
[2] weforum.org
[1] bit.ly
[1] emrfinder.com

Top Domains in Tweet in G6:
[4] twitter.com
[3] actblue.com
[3] elisacardnell.com
[2] youtube.com
[1] washingtontimes.com
[1] usnews.com
[1] nih.gov
[1] amazon.com
[1] thehill.com
[1] ins.co

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] parliament.uk
[1] youtu.be

Top Domains in Tweet in G9:
[1] twitter.com
[1] theguardian.com
[1] randomcriticalanalysis.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[490] healthcare
[406] toofarleft
[94] ai
[58] medicareforall
[55] health
[52] healthtech
[50] bigdata
[38] cybersecurity
[38] digitalhealth
[35] iot



Top Hashtags in Tweet in G1:
[1] brokenpromises
[1] healthcare
[1] swamp
[1] taxscam

Top Hashtags in Tweet in G2:
[134] healthcare
[12] health
[5] jobs
[5] medical
[5] digitalhealth
[5] healthforall
[4] insurance
[4] job
[4] hiring
[4] news

Top Hashtags in Tweet in G4:
[13] medicareforall
[10] bernie2020
[7] healthcare
[6] education
[6] immigration
[6] criminaljusticereform
[4] toofarleft
[2] usa
[2] medicare4all
[2] votebluenomatterwho

Top Hashtags in Tweet in G5:
[111] healthcare
[67] ai
[47] bigdata
[38] healthtech
[34] iot
[29] blockchain
[28] cybersecurity
[23] wearables
[21] artificialintelligence
[21] datalake

Top Hashtags in Tweet in G6:
[3] ny21
[3] dutytoinform
[2] walterreed
[2] healthcare
[1] tx02
[1] johnmccain
[1] medicareforall
[1] youknownothingelisestefanik
[1] votecardnell4congressin2020
[1] wombicide

Top Hashtags in Tweet in G7:
[135] toofarleft
[1] onlyberniefightsforus

Top Hashtags in Tweet in G8:
[1] brexit
[1] ehic

Top Hashtags in Tweet in G9:
[3] hipaa
[3] databreach
[3] cybersecurity
[1] techtyranny

Top Hashtags in Tweet in G10:
[8] possibilities
[1] ge2019
[1] toriesout

Top Words
Top Words in Tweet in Entire Graph:
[5483] Words in Sentiment List#1: Positive
[3827] Words in Sentiment List#2: Negative
[58] Words in Sentiment List#3: Angry/Violent
[134084] Non-categorized Words
[143399] Total Words
[3090] healthcare
[801] time
[783] democrats
[748] first
[715] right

Top Words in Tweet in G1:
[642] gopchairwoman
[641] dow
[640] house
[640] democrats
[640] tried
[640] distract
[640] charade
[640] hit
[640] 28
[640] 000

Top Words in Tweet in G2:
[323] healthcare
[134] #healthcare
[60] health
[48] more
[42] s
[38] care
[38] people
[35] t
[34] out
[30] education

Top Words in Tweet in G3:
[138] imagine
[138] basic
[137] wasting
[137] money
[137] php
[137] 55
[137] million
[137] cauldron
[137] games
[137] filipinos

Top Words in Tweet in G4:
[162] healthcare
[88] petebuttigieg
[84] ewarren
[70] side
[39] plan
[37] both
[36] showing
[35] video
[35] made
[35] identical

Top Words in Tweet in G5:
[111] #healthcare
[67] #ai
[66] gt
[47] #bigdata
[38] #healthtech
[34] #iot
[29] #blockchain
[28] #cybersecurity
[27] fisher85m
[26] accuracy

Top Words in Tweet in G6:
[74] healthcare
[64] realdonaldtrump
[23] democrats
[18] prices
[17] make
[16] infrastructure
[15] transparent
[14] s
[14] elisacardnell
[13] country

Top Words in Tweet in G7:
[159] healthcare
[135] #toofarleft
[129] right
[122] ilhanmn
[121] human
[114] being
[114] planet
[113] future
[113] healthy
[112] means

Top Words in Tweet in G8:
[109] pay
[103] tax
[83] matthancock
[83] nhs
[68] migrants
[68] healthcare
[53] eu
[52] free
[48] going
[39] davidlammy

Top Words in Tweet in G9:
[377] right
[351] human
[152] zubymusic
[151] healthcare
[141] food
[120] one
[118] housing
[116] argue
[114] wealthy
[23] shelter

Top Words in Tweet in G10:
[171] eu
[90] brexit
[88] uk
[86] human
[85] 3
[84] happens
[84] everyone
[84] loses
[84] 1
[84] citizenship

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[666] first,time
[656] house,democrats
[656] democrats,tried
[656] tried,distract
[656] distract,charade
[656] charade,dow
[656] dow,hit
[656] hit,28
[656] 28,000
[656] 000,first

Top Word Pairs in Tweet in G1:
[640] house,democrats
[640] democrats,tried
[640] tried,distract
[640] distract,charade
[640] charade,dow
[640] dow,hit
[640] hit,28
[640] 28,000
[640] 000,first
[640] first,time

Top Word Pairs in Tweet in G2:
[18] link,bio
[15] check,out
[12] universal,healthcare
[11] don,t
[10] healthcare,professionals
[10] healthcare,providers
[10] healthcare,conference
[9] health,care
[9] click,link
[8] healthcare,system

Top Word Pairs in Tweet in G3:
[137] imagine,wasting
[137] wasting,money
[137] money,php
[137] php,55
[137] 55,million
[137] million,cauldron
[137] cauldron,games
[137] games,filipinos
[137] filipinos,nationwide
[137] nationwide,struggle

Top Word Pairs in Tweet in G4:
[48] ewarren,petebuttigieg
[35] side,side
[35] side,video
[35] video,made
[35] made,showing
[35] showing,ewarren
[35] petebuttigieg,identical
[35] identical,approach
[35] approach,healthcare
[35] healthcare,both

Top Word Pairs in Tweet in G5:
[44] gt,gt
[22] #bigdata,fisher85m
[21] china,#ai
[21] #ai,defeated
[21] defeated,team
[21] team,elite
[21] elite,doctors
[21] doctors,both
[21] both,speed
[21] speed,accuracy

Top Word Pairs in Tweet in G6:
[14] healthcare,prices
[9] democrats,congress
[9] congress,passed
[9] passed,literally
[9] literally,400
[9] 400,bills
[9] bills,addressing
[9] addressing,infrastructure
[9] happening,now
[9] now,realdonaldtrump

Top Word Pairs in Tweet in G7:
[121] human,right
[120] healthcare,human
[113] right,future
[113] healthy,planet
[112] being,#toofarleft
[112] #toofarleft,means
[112] means,believing
[112] believing,healthcare
[112] future,generations
[112] generations,live

Top Word Pairs in Tweet in G8:
[70] pay,tax
[68] migrants,pay
[37] free,nhs
[36] entitled,free
[35] matthancock,suggesting
[35] suggesting,pay
[35] tax,entitled
[35] nhs,care
[35] care,many
[35] many,migrants

Top Word Pairs in Tweet in G9:
[346] human,right
[116] healthcare,human
[116] one,argue
[115] food,human
[114] zubymusic,healthcare
[114] right,housing
[114] housing,human
[114] right,food
[114] right,one
[114] argue,wealthy

Top Word Pairs in Tweet in G10:
[84] brexit,happens
[84] happens,everyone
[84] everyone,uk
[84] uk,loses
[84] loses,1
[84] 1,eu
[84] eu,citizenship
[84] citizenship,2
[84] 2,workers'
[84] workers',human

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@matthancock
@zubymusic
@ilhanmn
@aoc
@gop
@ewarren
@drjengunter
@gopchairwoman
@joebiden

Top Replied-To in G1:
@gopchairwoman
@fiercekittyhq
@chuckcallesto

Top Replied-To in G4:
@ewarren
@joebiden
@petebuttigieg
@anniegabstonh
@davidaxelrod
@sarahkliff
@kamalaharris
@kiliantcolin
@big_catsf
@rearickdianne

Top Replied-To in G5:
@a2ztube
@aquilamathew
@jenskoegler
@evankirstel

Top Replied-To in G6:
@realdonaldtrump
@elisestefanik
@todayshow
@nbnumber23
@spenro2013
@donmoyn
@adamparkhomenko
@thor_benson
@rbn1206
@stickballruss

Top Replied-To in G7:
@ilhanmn
@nursenikkianne
@dgchu
@kaylieaaah

Top Replied-To in G8:
@matthancock
@davidlammy
@edwardpoole1975
@ledredman
@calvert_3
@veeined
@johnjcrace
@clippedhussar
@chrissiegrech
@frederickfredr3

Top Replied-To in G9:
@zubymusic
@joya_dahdal
@mark_albani
@pollybird1978
@molejourno
@dmtbassist
@queentran666
@john_real_k

Top Replied-To in G10:
@michaelgove

Top Mentioned
Top Mentioned in Entire Graph:
@gopchairwoman
@realdo
@zubymusic
@millennialofmnl
@immanuellakant
@ilhanmn
@petebuttigieg
@jasperbarry2
@ewarren
@matthancock

Top Mentioned in G1:
@gopchairwoman
@realdo
@breitbartnews
@donaldjtrumpjr
@realdonaldtrump
@ivankatrump
@readyletsgo27
@fiercekittyhq
@gop
@neensca

Top Mentioned in G2:
@obstetrics_bio
@miguelfbono
@phil_free_
@ericstoller
@ceeacosta
@gogodocuk
@qsinsurance
@acdepaoli
@mizna_r
@aroseblush

Top Mentioned in G3:
@millennialofmnl
@immanuellakant

Top Mentioned in G4:
@petebuttigieg
@ewarren
@simonnarode
@kiliantcolin
@joebiden
@kamalaharris
@leahgibbsor
@dfaaction
@leftwardswing
@existentialcoms

Top Mentioned in G5:
@wef
@fisher85m
@24kmedia
@marcusborba
@evankirstel
@enricomolinari
@mikequindazzi
@ingliguori
@ronald_vanloon
@marc

Top Mentioned in G6:
@realdonaldtrump
@dancrenshawtx
@elisacardnell
@charliekirk11
@presssec
@potus
@chrisjzullo
@foxandfriends
@elisestefanik
@tedracobb

Top Mentioned in G7:
@ilhanmn
@meetmckayla
@wideofthepost
@melissablake
@chrisimes5
@mrs_malindo
@jenfl23
@beaned
@obeytheboii_11

Top Mentioned in G8:
@matthancock
@davidlammy
@drjesspotter
@edwardpoole1975
@conservatives
@martinremains
@karenevans2017
@dbooth3
@pur16martin
@bettyflorence23

Top Mentioned in G9:
@zubymusic
@hoagnacion
@warriors_mom
@gopchairwoman
@realdo
@scotfavorite
@joya_dahdal
@varneyco
@cvpayne
@tuckercarlson

Top Mentioned in G10:
@jasperbarry2
@michaelgove
@fedexeurope
@sassenachexile
@cliodiaspora
@migrationwatch
@elenainlimbo
@matthancock
@simplex2014

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@arkangelscrap
@sectest9
@robinsnewswire
@peter_s_becks1
@stephenoflyf
@edinburghwatch
@s9tmt
@dailypoliticaln
@gamergeeknews

Top Tweeters in G1:
@tia6sc
@shirleycolleen
@conservativegm
@r98250729
@4djt2016
@lrihendry
@raslady1
@sasky1959
@letgobestill
@franmary

Top Tweeters in G2:
@robinsnewswire
@dailypoliticaln
@moreandagain
@crweworld
@provesting
@thislincolnian
@mimitexasangel
@kenwarnock
@mizna_r
@ians_india

Top Tweeters in G3:
@_blessiev
@czacon_
@mituquiero
@socallmetrish
@iamraffyjay
@maganuych
@jjannangggg
@gabietanj
@kmbrlymglnz
@aikaprndo

Top Tweeters in G4:
@iwd12
@brendaperrott
@janiecestaton
@tinamorphis
@bernieupstateny
@vabvox
@donmckenzie
@charles_gaba
@fearoffreedom
@dash_bandy

Top Tweeters in G5:
@arkangelscrap
@sectest9
@evankirstel
@chidambara09
@ottlegalrebels
@swissbusiness
@calcaware
@cybersec_feeds
@caring_mobile
@grattonboy

Top Tweeters in G6:
@foxnews
@grannygethealth
@feinberg_linda
@todayshow
@mattklewis
@sturgeongal
@joncoopertweets
@amywmigopteam
@leonardhougham
@joegooding

Top Tweeters in G7:
@thatoneguy2440
@mrs_malindo
@stockscout1
@tenshiakari12
@ppr2103
@nancyosborne180
@ultraverified
@iconicimagery
@jazzzyyeah
@rockriled

Top Tweeters in G8:
@s9tmt
@gaznorris15
@ecto1fan
@ladyauntiecathy
@loveisbrilliant
@drpaulitious
@ledredman
@spoonhead8
@jesuiscanard
@akki_swagman

Top Tweeters in G9:
@nmharley2
@speakinfromtn
@warriors_mom
@dsnicol2
@neutralmate
@d_oversole
@snaape101
@aukletqd
@treefarmer812
@cvpayne

Top Tweeters in G10:
@magicdmw
@sandradunn1955
@tartancobweb
@wulba
@gwinniejones
@margarance
@rosiecat2
@jacobite51
@peanut_astro
@xica25


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