healthcare, Twitter, 4/13/2020 5:34:01 PM, 224945


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healthcare_2020-04-12_23-08-52.xlsx
healthcare_2020-04-12_23-08-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 13, 2020
Short Description:
healthcare via NodeXL https://bit.ly/2xhcy0Q
@aoc
@cnn
@skynews
@realdonaldtrump
@etxberria55
@ibrodollars
@avatarmax123
@msnbc
@alivelshi
@joebiden

Top hashtags:
#covid19
#healthcare
#coronavirus
#lightitblue
#ppe
#sleepyjoe
#boristhebutcher
#covidー19
#ai

Description:
Description
The graph represents a network of 7,138 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 Monday, 13 April 2020 at 06:10 UTC.

The requested start date was Monday, 13 April 2020 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 2-day, 0-hour, 8-minute period from Friday, 10 April 2020 at 11:44 UTC to Sunday, 12 April 2020 at 11:53 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 : 7138
Unique Edges : 7512
Edges With Duplicates : 536
Total Edges : 8048
Number of Edge Types : 4
MentionsInRetweet : 4798
Replies to : 643
Mentions : 1372
Tweet : 1235
Self-Loops : 1235
Reciprocated Vertex Pair Ratio : 0.00564024390243902
Reciprocated Edge Ratio : 0.0112172199484614
Connected Components : 1563
Single-Vertex Connected Components : 373
Maximum Vertices in a Connected Component : 1761
Maximum Edges in a Connected Component : 2334
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.292416
Graph Density : 0.000129495370849656
Modularity : 0.87243
NodeXL Version : 1.0.1.430
Data Import : The graph represents a network of 7,138 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 Monday, 13 April 2020 at 06:10 UTC.

The requested start date was Monday, 13 April 2020 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 2-day, 0-hour, 8-minute period from Friday, 10 April 2020 at 11:44 UTC to Sunday, 12 April 2020 at 11:53 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[36] https://thehill.com/policy/healthcare/492326-who-investigating-reports-of-coronavirus-patients-testing-positive-again
[34] https://www.zerohedge.com/health/price-eu-membership-healthcare-rationing-elderly-italy-spain
[25] https://www.facebook.com/100005856070934/posts/1318431798362010/?d=n
[18] https://www.breitbart.com/health/2020/04/11/video-americans-donate-rvs-to-healthcare-workers-who-need-housing-during-pandemic/
[18] https://thehill.com/policy/healthcare/492359-gop-lawmakers-fauci-may-be-doing-more-harm-than-good
[17] https://twitter.com/nowthisnews/status/1249019500336480257
[17] https://thehill.com/policy/healthcare/491950-Coronavirus-patients-testing-positive-again-after-recovery-report
[17] https://www.premiumtimesng.com/health/health-news/387036-i-never-knew-nigerias-healthcare-infrastructure-was-in-such-bad-state-sgf.html
[17] https://www.thestar.com.my/news/nation/2019/02/07/malaysia-ranks-1st-in-worlds-best-healthcare-category/
[15] https://thehill.com/policy/healthcare/492325-analysis-some-states-getting-300k-per-coronavirus-case-new-york-getting-12k

Top URLs in Tweet in G1:
[9] https://twitter.com/nowthisnews/status/1249019500336480257
[5] https://www.nytimes.com/2020/04/10/nyregion/coronavirus-help-healthcare-workers.html
[5] https://www.zerohedge.com/health/price-eu-membership-healthcare-rationing-elderly-italy-spain
[4] https://www.northyorkshireccg.nhs.uk/doctors-surgeries-and-community-pharmacies-easter-arrangements-in-north-yorkshire/
[2] https://www.linkedin.com/feed/
[2] https://twitter.com/neiltyson/status/1248576852135993344
[2] https://twinybots.ch/
[2] https://thehill.com/policy/healthcare/491950-Coronavirus-patients-testing-positive-again-after-recovery-report
[2] https://news.abs-cbn.com/news/04/10/20/philippines-suspends-deployment-of-health-workers-abroad-to-fight-covid-19
[2] https://dataconomy.com/2020/04/key-challenges-that-healthcare-ai-needs-to-overcome-in-2020/

Top URLs in Tweet in G2:
[1] https://twitter.com/nowthisnews/status/1249019500336480257
[1] https://twitter.com/garygrumbach/status/1248320650265190402
[1] https://twitter.com/LDaviesEJ/status/1249297588785995776
[1] https://www.bbc.co.uk/news/world-us-canada-52258284
[1] https://twitter.com/democracynow/status/1249282112647311361
[1] https://twitter.com/abc/status/1247847663820771331
[1] https://twitter.com/AP/status/1248227417895862272

Top URLs in Tweet in G3:
[2] https://thehill.com/policy/healthcare/492320-trump-admin-looks-to-cut-farmworker-pay-to-help-industry-during-pandemic
[1] https://trib.al/9rXDf66
[1] https://www.theguardian.com/society/2020/mar/19/us-healthcare-industry-working-class-deaths
[1] https://secure.actblue.com/donate/moedavis-general
[1] https://www.foxnews.com/media/former-va-secretary-shulkin-protect-veterans-coronavirus-pandemic
[1] https://twitter.com/AndrewCMcCarthy/status/1248569092384186368
[1] https://twitter.com/RyanAFournier/status/1248463289257877505

Top URLs in Tweet in G4:
[12] https://www.msnbc.com/ali-velshi/watch/velshi-essential-workers-deserve-healthcare-and-a-higher-minimum-wage-81932357524
[2] https://thehill.com/policy/healthcare/366497-trump-admin-rolling-back-use-of-fines-against-nursing-homes
[1] https://twitter.com/NursingNotesUK/status/1249023905165119489
[1] https://trib.al/ALgwDAp
[1] https://on.msnbc.com/2UGAgMK
[1] https://on.msnbc.com/2xpJunA
[1] https://thehill.com/policy/healthcare/492066-coronavirus-watch-southern-midwest-states-see-spike-in-coronavirus-cases
[1] https://twitter.com/nowthisnews/status/1249019500336480257
[1] https://www.insider.com/coronavirus-doctors-photos-over-protective-gear-2020-4
[1] https://trib.al/wwYnHH5

Top URLs in Tweet in G5:
[1] https://twitter.com/nicoleval_uzzi/status/1248867926159040513
[1] https://twitter.com/TheBMA/status/1248904880187756544
[1] https://news.sky.com/story/coronavirus-nurses-should-refuse-to-work-if-they-arent-given-ppe-new-guidance-says-11972124
[1] https://twitter.com/ByDonkeys/status/1196685691964534785?s=19
[1] https://www.businessinsider.com/healthcare-workers-getting-coronavirus-500-infected-2020-2?r=US&IR=T

Top URLs in Tweet in G6:
[6] https://trib.al/73yt75g
[2] https://www.fiverr.com/80270511?gig_id=80270511&utm_campaign=base_gig_show_share&utm_content=&utm_medium=shared&utm_source=mobile&utm_term=
[1] https://twitter.com/joebiden/status/1249125201536856066
[1] https://healthcare.gov/
[1] https://washex.am/2UytaIZ
[1] https://washex.am/34ubx1A
[1] https://twitter.com/JoeBiden/status/1248284537165152266

Top URLs in Tweet in G7:
[12] https://www.vanguardngr.com/2020/04/i-never-knew-our-healthcare-infrastructure-was-in-such-bad-state-%e2%80%95-boss-mustapha/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.menshealth.com/entertainment/a32080846/tv-doctors-thank-healthcare-workers-coronavirus/?utm_campaign=socialflowTWMH&utm_medium=social-media&utm_source=twitter
[1] https://trib.al/mySybs2
[1] https://cnn.it/2RmjgJF
[1] https://www.washingtonpost.com/politics/as-feds-play-backup-states-take-unorthodox-steps-to-compete-in-cutthroat-global-market-for-coronavirus-supplies/2020/04/11/609b5d84-7a70-11ea-a130-df573469f094_story.html
[1] https://twitter.com/essence/status/1247869923860393985

Top URLs in Tweet in G8:
[1] https://twitter.com/parscale/status/1247928262036258816
[1] https://twitter.com/anostromo1/status/1248571560480444418
[1] https://bddy.me/2XoRHDm

Top URLs in Tweet in G9:
[1] https://www.premiumtimesng.com/news/130544-governor-okorocha-flown-abroad-after-sustaining-minor-injuries-in-auto-crash.html
[1] https://twitter.com/avogroovy/status/1249255450115223554

Top URLs in Tweet in G10:
[33] https://thehill.com/policy/healthcare/492326-who-investigating-reports-of-coronavirus-patients-testing-positive-again
[13] https://thehill.com/policy/healthcare/492325-analysis-some-states-getting-300k-per-coronavirus-case-new-york-getting-12k
[7] https://thehill.com/policy/healthcare/492359-gop-lawmakers-fauci-may-be-doing-more-harm-than-good?rnd=1586643060
[5] https://thehill.com/policy/healthcare/491950-Coronavirus-patients-testing-positive-again-after-recovery-report
[3] https://thehill.com/policy/healthcare/492066-coronavirus-watch-southern-midwest-states-see-spike-in-coronavirus-cases
[2] https://thehill.com/policy/healthcare/490866-first-peer-reviewed-coronavirus-vaccine-shows-promise-in-mice
[1] https://trib.al/OU9OW62
[1] https://thehill.com/opinion/healthcare/443455-institutionalized-racism-is-keeping-black-americans-sick?fbclid=IwAR1O62srcpq1FWy6uHGMMpPdbMphw0fRBRGBnt9svvYlp3D7meecCArXFg4
[1] https://thehill.com/opinion/healthcare/492280-emerging-from-the-covid-19-crisis-as-a-better-and-more-resilient-society
[1] https://twitter.com/joebiden/status/1249125201536856066

Top Domains
Top Domains in Tweet in Entire Graph:
[232] twitter.com
[124] thehill.com
[44] co.uk
[36] zerohedge.com
[30] indiatimes.com
[29] bit.ly
[29] facebook.com
[26] youtube.com
[21] premiumtimesng.com
[19] breitbart.com

Top Domains in Tweet in G1:
[72] twitter.com
[10] thehill.com
[9] co.uk
[7] nytimes.com
[7] linkedin.com
[6] hardinscientific.com
[5] youtube.com
[5] careerarc.com
[5] zerohedge.com
[4] skimresources.com

Top Domains in Tweet in G2:
[6] twitter.com
[1] co.uk

Top Domains in Tweet in G3:
[2] thehill.com
[2] twitter.com
[1] trib.al
[1] theguardian.com
[1] actblue.com
[1] foxnews.com

Top Domains in Tweet in G4:
[14] msnbc.com
[3] thehill.com
[2] twitter.com
[2] trib.al
[1] insider.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] sky.com
[1] businessinsider.com

Top Domains in Tweet in G6:
[6] trib.al
[2] twitter.com
[2] fiverr.com
[2] washex.am
[1] healthcare.gov

Top Domains in Tweet in G7:
[12] vanguardngr.com
[2] menshealth.com
[1] trib.al
[1] cnn.it
[1] washingtonpost.com
[1] twitter.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] bddy.me

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

Top Domains in Tweet in G10:
[65] thehill.com
[2] twitter.com
[1] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[323] covid19
[159] healthcare
[133] coronavirus
[73] lightitblue
[70] ppe
[70] sleepyjoe
[45] boristhebutcher
[32] covidー19
[30] ai
[30] thunderbirds



Top Hashtags in Tweet in G1:
[49] healthcare
[15] coronavirus
[13] health
[9] covid19
[8] covid_19
[7] covidー19
[5] healthcareheroes
[5] covid
[5] fashion
[5] cbd

Top Hashtags in Tweet in G2:
[3] medicareforall
[2] blacklivesmatter
[1] healthcare
[1] jesuschrist

Top Hashtags in Tweet in G3:
[3] covid19
[3] nc11
[3] frontiline
[2] ems
[2] healthcare
[2] farming
[2] farmlife
[1] bernie
[1] paramedics
[1] emts

Top Hashtags in Tweet in G4:
[2] nursecourage
[1] covid19
[1] americanheroes
[1] indigenous
[1] boycotttrumppressconferences

Top Hashtags in Tweet in G5:
[27] ppe
[4] covid19
[3] icu
[3] african
[2] ppenow
[1] ppefornhs
[1] coronavirus

Top Hashtags in Tweet in G6:
[2] healthcare
[1] whyimnotvotingforjoe
[1] education
[1] joebiden2020
[1] medicareforall

Top Hashtags in Tweet in G7:
[1] vanguardnews

Top Hashtags in Tweet in G8:
[70] sleepyjoe
[3] covid19
[3] coronavirus
[1] readytoserve
[1] caf
[1] covidー19

Top Hashtags in Tweet in G10:
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[5516] Words in Sentiment List#1: Positive
[4741] Words in Sentiment List#2: Negative
[26] Words in Sentiment List#3: Angry/Violent
[145789] Non-categorized Words
[156046] Total Words
[4147] healthcare
[1851] workers
[628] health
[601] more
[533] people

Top Words in Tweet in G1:
[321] healthcare
[105] workers
[49] #healthcare
[37] covid
[37] 19
[32] health
[31] people
[29] more
[29] system
[24] pandemic

Top Words in Tweet in G2:
[317] week
[181] aoc
[174] people
[160] york
[158] lost
[158] more
[158] health
[157] alone
[157] 11
[157] ve

Top Words in Tweet in G3:
[111] healthcare
[79] realdonaldtrump
[50] system
[44] nytimes
[39] doctors
[37] few
[37] parts
[37] venezuela's
[37] collapsed
[37] severely

Top Words in Tweet in G4:
[294] workers
[153] alivelshi
[149] wage
[139] msnbc
[135] low
[135] forgotten
[135] unnoticed
[135] underpaid
[135] uninsured
[135] work

Top Words in Tweet in G5:
[119] healthcare
[59] workers
[51] take
[39] nhs
[34] thercn
[32] staff
[32] rachael_swindon
[31] against
[28] upper
[28] limit

Top Words in Tweet in G6:
[68] healthcare
[44] joebiden
[24] biden
[13] people
[13] need
[13] joe
[11] medicare
[11] another
[10] berniesanders
[8] makes

Top Words in Tweet in G7:
[106] cnn
[93] seeing
[93] health
[93] care
[93] worker
[93] protective
[93] gear
[93] make
[93] tough
[93] situation

Top Words in Tweet in G8:
[141] establishment
[80] healthcare
[73] free
[71] illegals
[71] candidate
[71] wanted
[71] biden
[71] policies
[71] right
[71] line

Top Words in Tweet in G9:
[108] life
[108] america
[107] t0nit0ne
[107] older
[107] more
[107] see
[107] tough
[107] compared
[107] elsewhere
[107] western

Top Words in Tweet in G10:
[63] coronavirus
[62] thehill
[43] make
[42] seeing
[42] health
[42] care
[42] worker
[42] protective
[42] gear
[42] tough

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1306] healthcare,workers
[291] covid,19
[269] healthcare,system
[177] health,care
[169] more,people
[163] week,alone
[162] alone,york
[162] york,lost
[162] lost,more
[162] people,11

Top Word Pairs in Tweet in G1:
[82] healthcare,workers
[35] covid,19
[25] healthcare,system
[10] healthcare,worker
[9] healthcare,professionals
[8] healthcare,infrastructure
[8] free,healthcare
[7] thank,healthcare
[7] never,knew
[7] essential,workers

Top Word Pairs in Tweet in G2:
[158] more,people
[157] week,alone
[157] alone,york
[157] york,lost
[157] lost,more
[157] people,11
[157] 11,ve
[157] ve,phone
[157] phone,week
[157] week,sobbing

Top Word Pairs in Tweet in G3:
[45] healthcare,system
[37] few,parts
[37] parts,venezuela's
[37] venezuela's,healthcare
[37] system,collapsed
[37] collapsed,severely
[37] severely,maternity
[37] maternity,wards
[37] wards,doctors
[37] doctors,fleeing

Top Word Pairs in Tweet in G4:
[135] alivelshi,low
[135] low,wage
[135] wage,workers
[135] workers,workers
[135] workers,forgotten
[135] forgotten,unnoticed
[135] unnoticed,underpaid
[135] underpaid,uninsured
[135] uninsured,work
[133] msnbc,alivelshi

Top Word Pairs in Tweet in G5:
[55] healthcare,workers
[31] healthcare,staff
[28] upper,limit
[28] limit,mind
[28] mind,number
[28] number,healthcare
[28] staff,die
[28] die,before
[28] before,ll
[28] ll,take

Top Word Pairs in Tweet in G6:
[6] makes,sense
[6] sense,biden
[6] biden,launches
[6] launches,bizarre
[6] bizarre,rant
[6] rant,healthcare
[6] healthcare,put
[6] put,another
[6] another,way
[5] nyforsanders,joebiden

Top Word Pairs in Tweet in G7:
[93] seeing,health
[93] health,care
[93] care,worker
[93] worker,protective
[93] protective,gear
[93] gear,make
[93] make,tough
[93] tough,situation
[93] situation,harder
[93] harder,respiratory

Top Word Pairs in Tweet in G8:
[71] free,healthcare
[71] healthcare,illegals
[71] establishment,candidate
[71] candidate,wanted
[71] wanted,biden
[71] biden,policies
[71] policies,right
[71] right,line
[71] line,socialist
[71] socialist,bernie

Top Word Pairs in Tweet in G9:
[107] older,more
[107] more,see
[107] see,tough
[107] tough,life
[107] life,america
[107] america,compared
[107] compared,elsewhere
[107] elsewhere,western
[107] western,world
[107] world,universal

Top Word Pairs in Tweet in G10:
[42] seeing,health
[42] health,care
[42] care,worker
[42] worker,protective
[42] protective,gear
[42] gear,make
[42] make,tough
[42] tough,situation
[42] situation,harder
[42] harder,respiratory

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@joebiden
@davidndii
@nowthisnews
@aoc
@aftonbladet
@expressenledare
@netshrink
@indiaspeakspr
@nytimes

Top Replied-To in G2:
@aoc
@aminahsheikh
@jordanuhl
@arloschenk
@mollyjongfast
@davidmweissman
@mehdirhasan

Top Replied-To in G3:
@realdonaldtrump
@gobertanna
@nytimes
@senatemajldr
@oregongovbrown
@mary55lee
@perlmutations
@zfruhl
@alivelshi
@colt_4ty_five

Top Replied-To in G4:
@msnbc
@deadlinewh

Top Replied-To in G5:
@keir_starmer
@rishisunak
@borisjohnson
@bbcbreaking
@chrisclarksonmp
@ruthsampson11
@stuart4wolvessw
@csensepolitics
@azleer
@northumbrian_

Top Replied-To in G6:
@joebiden
@rbreich
@us_denmark
@nyforsanders
@fordjohnathan5
@midwest_heathen
@blessed4everlif
@paulsen_trump
@jillwinebanks
@smanofsteel76

Top Replied-To in G7:
@cnn
@mj34hig44
@croonerfriday

Top Replied-To in G8:
@garycoby
@jamesdelingpole

Top Replied-To in G9:
@t0nit0ne

Top Replied-To in G10:
@thehill
@joshisnotpc
@sunyitaly
@dianebentivegna

Top Mentioned
Top Mentioned in Entire Graph:
@aoc
@alivelshi
@msnbc
@cnn
@t0nit0ne
@incindia
@erinmperrine
@garycoby
@orangepeel18
@thehill

Top Mentioned in G1:
@ashleyperssico
@vanihcs
@freebiedepot

Top Mentioned in G2:
@aoc
@adembunkeddeko
@grassrootsspeak
@mollyjongfast
@jordanuhl
@gjtsimpson
@_semahernandez_
@mehdirhasan
@aaronstigile
@opblackvote

Top Mentioned in G3:
@realdonaldtrump
@nytimes
@scottpresler
@onlykathy43210
@potus
@senatedems
@senatemajldr
@vp
@hhsgov
@senategop

Top Mentioned in G4:
@alivelshi
@msnbc
@lawrence
@nationalmedassn
@maddow
@thelastword
@authorspice
@cnn
@mommamia1217
@cnni

Top Mentioned in G5:
@thercn
@rachael_swindon
@thomasdolphin
@jeremycorbyn
@matthancock
@kevinpascoe
@bbcnews
@borisjohnson
@thebma
@lewis_goodall

Top Mentioned in G6:
@joebiden
@berniesanders
@seanhannity
@proudresister
@jillwinebanks
@citizenkays
@nyforsanders
@petebuttigieg
@ewarren
@rbreich

Top Mentioned in G7:
@cnn
@vanguardngrnews
@colsbols
@nytimes
@wifeoftoast
@menshealthmag
@kohlab
@ryanstruyk
@berniesanders
@_aianac

Top Mentioned in G8:
@erinmperrine
@garycoby
@jamesdelingpole
@canadianforces
@pfizer
@melnakhavoly
@harjitsajjan
@citynews
@govcanhealth
@realdonaldtrump

Top Mentioned in G9:
@t0nit0ne
@cchukudebelu

Top Mentioned in G10:
@thehill
@cnni
@cnn
@aoc
@kearney_melissa
@aliabunimah
@minhtngo
@megtirrell
@sirtrashtalker
@calmecam

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@americanair
@pairsonnalites
@robinsnewswire
@jurylady5
@united
@quibellpaul
@s9tmt
@delta
@dakotafinancial

Top Tweeters in G1:
@pairsonnalites
@robinsnewswire
@dakotafinancial
@zolmaxnews
@eavesdropann
@analyticaglobal
@rantoshak
@henson40
@bedlamfury
@bbnsnews

Top Tweeters in G2:
@makingcheddah
@ambrenlynn
@pumpkinspice242
@alamsha27
@cripiccimoh
@davidmweissman
@lanikaiduck
@queencey_
@mollyjongfast
@mehdirhasan

Top Tweeters in G3:
@foxnews
@nytimes
@johnnydee62
@_reaalamerican_
@wsj
@dwpscumbags
@ginnymangum
@salon
@onemelek1
@r_quazzy

Top Tweeters in G4:
@pas5974
@kcolaizzo
@soaprookie
@jasminlucci
@kindlee55
@bob_levitt
@dollyllamax
@gaylaannette
@msnbc
@detous

Top Tweeters in G5:
@mconway70
@bbcnews
@kevinpascoe
@ukdemockery
@janhunt78561126
@sharpzilla
@senseichanning
@birdonthewire3
@celtjules66
@dylanstrain

Top Tweeters in G6:
@dcexaminer
@nmharley2
@hdgregg
@commonsense258
@noreallyhowcome
@starbucks
@joann1304
@mcbyrne
@kampeas
@ttajhell

Top Tweeters in G7:
@blkberrycastle
@vanguardngrnews
@ikateufel
@njmike731
@cnn
@francismunsch88
@kjgheroman
@pjames870
@muizzot
@zainpetrus

Top Tweeters in G8:
@myplace4u
@dclarediane
@thornedella
@inittowinit007
@wvtrump
@amyrose77253769
@venividivicki63
@sharonzobeck
@fedupwdemslies
@whitehatguy

Top Tweeters in G9:
@leratomannya
@thenkennia
@afobaje__
@rockswagg
@cchukudebelu
@chukwunwike_
@_antoinettexox
@mzjojob
@militarymillz
@karxnbxxchxr

Top Tweeters in G10:
@maybel65
@thehill
@russmove
@anneannapolis
@robert_hove
@pragobots
@cnni
@gareth0108
@aliabunimah
@alandexter2020