maternal mortality, Twitter, 8/12/2020 10:29:53 PM, 232547


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maternal mortality_2020-08-12_15-12-01.xlsx
maternal mortality_2020-08-12_15-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 12, 2020
Short Description:
maternal mortality via NodeXL https://bit.ly/31PXeU9
@ilhan
@senwarren
@ewarren
@everymomcounts
@nolanews
@repunderwood
@hollehmarie
@voteforchanges
@doccrearperry
@yorklawlondon

Top hashtags:
#covid19
#nigeria
#repealhelms
#emptycradles
#stopthebleeding
#thebigpush

Description:
Description
The graph represents a network of 8,239 Twitter users whose tweets in the requested range contained "maternal mortality", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 12 August 2020 at 22:16 UTC.

The requested start date was Wednesday, 12 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 16-hour, 37-minute period from Wednesday, 29 July 2020 at 07:14 UTC to Tuesday, 11 August 2020 at 23:52 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 : 8239
Unique Edges : 4284
Edges With Duplicates : 12862
Total Edges : 17146
Number of Edge Types : 5
Mentions : 1841
Replies to : 510
Retweet : 6040
MentionsInRetweet : 8010
Tweet : 745
Self-Loops : 766
Reciprocated Vertex Pair Ratio : 0.012792958755501
Reciprocated Edge Ratio : 0.0252627324171382
Connected Components : 851
Single-Vertex Connected Components : 316
Maximum Vertices in a Connected Component : 4403
Maximum Edges in a Connected Component : 10757
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.902574
Graph Density : 0.00014580197139706
Modularity : 0.559011
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,239 Twitter users whose tweets in the requested range contained "maternal mortality", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 12 August 2020 at 22:16 UTC.

The requested start date was Wednesday, 12 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 16-hour, 37-minute period from Wednesday, 29 July 2020 at 07:14 UTC to Tuesday, 11 August 2020 at 23:52 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 : maternal mortality
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:
[137] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality
[130] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[33] https://www.repealhelms.org/
[33] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.amp.html
[24] https://19thnews.org/2020/08/democrats-focus-new-legislation-on-the-pandemics-effect-on-maternal-mortality/
[21] https://www.essence.com/feature/ilhan-omar-black-maternal-mortality-crisis/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-button-sharing
[19] https://www.essence.com/feature/ilhan-omar-black-maternal-mortality-crisis/
[17] https://www.vogue.co.uk/beauty/article/black-maternal-mortality
[16] https://www.harpersbazaar.com/culture/politics/a33417738/black-maternal-mortality-interview-latham-thomas/
[16] https://www.nj.com/opinion/2020/08/nj-has-1-of-the-worst-maternal-mortality-rates-covid-19-has-made-things-worse-opinion.html

Top URLs in Tweet in G1:
[97] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[31] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality
[16] https://19thnews.org/2020/08/democrats-focus-new-legislation-on-the-pandemics-effect-on-maternal-mortality/
[6] https://www.nj.com/opinion/2020/08/nj-has-1-of-the-worst-maternal-mortality-rates-covid-19-has-made-things-worse-opinion.html
[5] https://www.essence.com/feature/ilhan-omar-black-maternal-mortality-crisis/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-button-sharing
[3] https://www.harpersbazaar.com/culture/politics/a33417738/black-maternal-mortality-interview-latham-thomas/
[3] https://www.repealhelms.org/
[2] https://www.essence.com/feature/ilhan-omar-black-maternal-mortality-crisis/
[2] https://scienceofcaring.ucsf.edu/research/reversing-tide-black-maternal-mortality
[2] https://twitter.com/BMHCaucus/status/1288838153017663491

Top URLs in Tweet in G2:
[16] https://www.essence.com/feature/ilhan-omar-black-maternal-mortality-crisis/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-button-sharing
[13] https://www.essence.com/feature/ilhan-omar-black-maternal-mortality-crisis/
[1] https://www.essence.com/amp/feature/ilhan-omar-black-maternal-mortality-crisis/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-button-sharing&__twitter_impression=true
[1] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://www.nbcnews.com/news/us-news/she-hoped-shine-light-maternal-mortality-among-native-americans-instead-n1131951
[1] https://www.essence.com/amp/feature/ilhan-omar-black-maternal-mortality-crisis/?__twitter_impression=true&s=03
[1] https://www.nytimes.com/2020/07/13/upshot/maternal-deaths-policy-neglect.html?action=click&module=News&pgtype=Homepage

Top URLs in Tweet in G4:
[4] https://www.nbcnews.com/health/womens-health/u-s-finally-has-better-maternal-mortality-data-black-mothers-n1125896
[1] https://www.nola.com/news/healthcare_hospitals/article_e2def616-d5c4-11ea-9274-7777e86efae6.html?@34&utm_medium=social&utm_source=twitternoladotcom&utm_campaign=snd
[1] https://twitter.com/NBCNews/status/1222752572819288064
[1] https://twitter.com/juliacraven/status/1129477883771150342
[1] https://twitter.com/jayacancook/status/1289622129021988864

Top URLs in Tweet in G5:
[25] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality
[8] https://petition.parliament.uk/petitions/301079
[7] https://www.harpersbazaar.com/culture/politics/a33417738/black-maternal-mortality-interview-latham-thomas/
[7] https://19thnews.org/2020/08/democrats-focus-new-legislation-on-the-pandemics-effect-on-maternal-mortality/
[5] https://www.repealhelms.org/
[5] https://www.nj.com/opinion/2020/08/nj-has-1-of-the-worst-maternal-mortality-rates-covid-19-has-made-things-worse-opinion.html
[3] https://twitter.com/tasha_macks/status/1288688421100302337
[3] https://twitter.com/aclu/status/1289732145498533889
[3] https://abcnews.go.com/US/video/black-maternal-mortality-us-slave-origins-72201282
[3] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[1] https://twitter.com/nypost/status/1286617397051392005

Top URLs in Tweet in G8:
[9] https://www.nj.com/opinion/2020/08/nj-has-1-of-the-worst-maternal-mortality-rates-covid-19-has-made-things-worse-opinion.html?utm_campaign=starledger_sf&utm_content=nj_starledger_twitter&utm_source=twitter&utm_medium=social
[8] https://www.harris.senate.gov/news/press-releases/harris-warren-underwood-colleagues-announce-bicameral-legislation-to-combat-maternal-mortality-and-morbidity-crisis-during-covid-19-pandemic
[5] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[3] https://www.harris.senate.gov/news/press-releases/harris-reintroduces-legislation-addressing-black-maternal-mortality-crisis
[2] https://www.nytimes.com/2020/05/27/parenting/coronavirus-postpartum-depression-anxiety.html
[1] https://news.yahoo.com/exclusive-kamala-harris-introduces-bill-150028710.html
[1] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality
[1] https://twitter.com/nocontextdrumar/status/1292538605349548033
[1] https://facebook.com/NYCPublicAdvocate
[1] https://www.nydailynews.com/new-york/ny-black-mom-mortality-rate-20200806-k4h4zp2blfbi7im3hyq23cap5a-story.html

Top URLs in Tweet in G9:
[1] https://www.vox.com/2020/1/30/21113782/pregnancy-deaths-us-maternal-mortality-rate
[1] https://www.usnews.com/news/best-states/articles/2019-06-12/these-states-have-the-highest-maternal-mortality-rates

Top URLs in Tweet in G10:
[5] https://www.vogue.co.uk/beauty/article/black-maternal-mortality
[3] https://www.pslhub.org/learn/patient-safety-in-health-and-care/high-risk-areas/maternity/five-x-more-campaign-improving-maternal-mortality-rates-and-health-outcomes-for-black-women-r2587/
[2] https://www.youtube.com/watch?v=aSTvSSEuOCc&feature=youtu.be

[2] https://bwhi.org/2020/07/29/the-black-womens-health-imperative-the-association-of-womens-health-obstetric-and-neonatal-nurses-announce-partnership-to-address-maternal-mortality-among-black-women/
[2] https://www.youtube.com/watch?v=FAPT8ywaCvA&feature=youtu.be

[2] https://www.itv.com/news/london/2020-07-30/black-women-are-five-times-more-likely-to-die-in-pregnancy-and-childbirth
[1] https://www.vogue.co.uk/beauty/article/black-maternal-mortality?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1596841703
[1] https://www.vogue.co.uk/beauty/article/black-maternal-mortality?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=Social
[1] https://www.vogue.co.uk/beauty/article/black-maternal-mortality?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1595804669
[1] https://www.vogue.co.uk/beauty/article/black-maternal-mortality?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1596150397

Top Domains
Top Domains in Tweet in Entire Graph:
[293] vox.com
[137] twitter.com
[50] nytimes.com
[44] essence.com
[33] repealhelms.org
[30] co.uk
[27] nj.com
[26] 19thnews.org
[24] cdc.gov
[23] harpersbazaar.com

Top Domains in Tweet in G1:
[132] vox.com
[18] 19thnews.org
[15] twitter.com
[7] essence.com
[6] nj.com
[3] harpersbazaar.com
[3] repealhelms.org
[2] thehill.com
[2] bizzabo.com
[2] ucsf.edu

Top Domains in Tweet in G2:
[31] essence.com
[1] vox.com
[1] nbcnews.com
[1] nytimes.com

Top Domains in Tweet in G4:
[4] nbcnews.com
[3] twitter.com
[1] nola.com

Top Domains in Tweet in G5:
[45] twitter.com
[34] vox.com
[8] parliament.uk
[7] harpersbazaar.com
[7] nj.com
[7] 19thnews.org
[6] google.com
[5] repealhelms.org
[3] co.uk
[3] who.int

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

Top Domains in Tweet in G8:
[11] senate.gov
[9] nj.com
[7] vox.com
[2] nytimes.com
[1] yahoo.com
[1] twitter.com
[1] facebook.com
[1] nydailynews.com
[1] refinery29.com

Top Domains in Tweet in G9:
[1] vox.com
[1] usnews.com

Top Domains in Tweet in G10:
[13] co.uk
[5] twitter.com
[5] bwhi.org
[4] youtube.com
[3] pslhub.org
[2] awhonn.org
[2] itv.com
[1] vox.com
[1] essence.com
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[184] covid19
[115] nigeria
[38] repealhelms
[32] emptycradles
[28] stopthebleeding
[24] thebigpush
[23] waaphvip
[23] maternal
[20] png
[20] sesilahlimbeleko



Top Hashtags in Tweet in G1:
[104] covid19
[11] amchp2020
[10] healthequity
[9] medicaid
[8] nurturenj
[8] birthjusticenow
[5] momnibus
[5] pandemic
[4] maternalhealth
[3] maternalmortality

Top Hashtags in Tweet in G2:
[1] covid19
[1] racismnotrace

Top Hashtags in Tweet in G3:
[22] covid19
[5] zimbabweanlivesmatter

Top Hashtags in Tweet in G5:
[8] covid19
[5] repealhelms
[4] தமிழ்
[4] blm
[3] blacklivesmatter
[3] இந்திய
[3] maternalhealth
[3] healthcare
[3] maternalmortality
[2] poisimpleagenda

Top Hashtags in Tweet in G7:
[2] ysmaonsrhr
[1] ysmaad

Top Hashtags in Tweet in G8:
[4] equitablecovid19relief
[3] fundmedicaid
[1] covid19
[1] protectmedicaid
[1] medicaidmatters
[1] fibroidawarenessmonth

Top Hashtags in Tweet in G9:
[1] covid19
[1] covid
[1] hypocrite
[1] trumpdeathcult

Top Hashtags in Tweet in G10:
[8] fivexmore
[2] endmaternalmortality
[1] babylosshour
[1] awhonn
[1] birthingofanation
[1] innovatingformoms
[1] birthjustice
[1] equitablecovid19relief
[1] patientsafety
[1] pslhub

Top Words
Top Words in Tweet in Entire Graph:
[4638] maternal
[4581] mortality
[3023] black
[2564] women
[1943] rate
[1147] die
[1112] pregnancy
[1043] people
[966] causes
[924] infant

Top Words in Tweet in G1:
[939] black
[737] maternal
[736] people
[672] native
[645] pandemic
[554] mortality
[503] senwarren
[499] crisis
[419] racism
[412] more

Top Words in Tweet in G2:
[912] women
[571] black
[479] ilhan
[457] die
[452] white
[450] childbirth
[450] rate
[450] three
[450] four
[450] times

Top Words in Tweet in G3:
[765] mortality
[734] rate
[421] maternal
[373] infant
[366] lowered
[366] none
[366] existent
[365] tafa___dzwa
[26] low
[23] zâ

Top Words in Tweet in G4:
[391] women
[390] one
[387] pregnancy
[387] causes
[387] louisiana
[386] 65
[386] died
[386] connected
[386] year
[386] preventable

Top Words in Tweet in G5:
[316] maternal
[297] mortality
[137] black
[117] women
[86] health
[81] rates
[51] rate
[44] care
[37] infant
[35] more

Top Words in Tweet in G6:
[250] rate
[249] between
[249] terrible
[249] healthcare
[249] high
[249] maternal
[249] mortality
[249] lack
[249] maternity
[249] paternity

Top Words in Tweet in G7:
[310] effective
[172] maternal
[172] mortality
[155] access
[155] contraception
[155] one
[155] cost
[155] interventions
[155] reduce
[154] ladygrasha

Top Words in Tweet in G8:
[117] maternal
[105] mortality
[69] harris
[65] fibroids
[64] uterine
[62] complications
[62] morbidity
[61] sen
[61] lead
[60] told

Top Words in Tweet in G9:
[121] maternal
[100] mike_pence
[100] infant
[98] healthcare
[96] republicans
[96] funding
[96] women's
[95] stripped
[95] much
[95] skyrocketing

Top Words in Tweet in G10:
[113] black
[103] women
[61] fighting
[60] britishvogue
[54] system
[54] maternal
[53] systemic
[53] racism
[53] today
[53] extends

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3556] maternal,mortality
[1387] mortality,rate
[1106] black,women
[712] black,native
[702] native,people
[672] infant,mortality
[609] white,women
[565] pregnancy,related
[538] related,causes
[535] die,childbirth

Top Word Pairs in Tweet in G1:
[672] black,native
[672] native,people
[541] maternal,mortality
[410] mortality,crisis
[389] pregnancy,related
[388] related,causes
[386] racism,discrimination
[385] structural,racism
[384] people,die
[384] die,more

Top Word Pairs in Tweet in G2:
[462] black,women
[450] women,die
[450] die,childbirth
[450] childbirth,rate
[450] rate,three
[450] three,four
[450] four,times
[450] times,higher
[450] higher,white
[450] white,women

Top Word Pairs in Tweet in G3:
[734] mortality,rate
[397] maternal,mortality
[366] rate,infant
[366] infant,mortality
[366] rate,lowered
[366] lowered,none
[366] none,existent
[365] tafa___dzwa,maternal
[23] existent,zâ
[23] mortality,rates

Top Word Pairs in Tweet in G4:
[387] louisiana,one
[386] 65,women
[386] women,died
[386] died,pregnancy
[386] pregnancy,connected
[386] connected,causes
[386] causes,louisiana
[386] one,year
[386] year,preventable
[386] preventable,according

Top Word Pairs in Tweet in G5:
[223] maternal,mortality
[60] mortality,rates
[59] black,women
[41] mortality,rate
[27] health,care
[27] covid,19
[26] infant,mortality
[21] black,maternal
[19] maternal,infant
[15] maternal,health

Top Word Pairs in Tweet in G6:
[249] between,terrible
[249] terrible,healthcare
[249] healthcare,high
[249] high,maternal
[249] maternal,mortality
[249] mortality,rate
[249] rate,lack
[249] lack,maternity
[249] maternity,paternity
[249] paternity,leave

Top Word Pairs in Tweet in G7:
[172] maternal,mortality
[155] access,effective
[155] effective,contraception
[155] contraception,one
[155] one,cost
[155] cost,effective
[155] effective,interventions
[155] interventions,reduce
[155] reduce,maternal
[154] ladygrasha,access

Top Word Pairs in Tweet in G8:
[99] maternal,mortality
[64] uterine,fibroids
[62] mortality,morbidity
[61] sen,harris
[61] complications,uterine
[61] fibroids,lead
[61] lead,maternal
[60] harris,told
[60] told,refinery29
[60] refinery29,complications

Top Word Pairs in Tweet in G9:
[97] infant,maternal
[95] mike_pence,republicans
[95] republicans,stripped
[95] stripped,funding
[95] funding,women's
[95] women's,healthcare
[95] healthcare,much
[95] much,skyrocketing
[95] skyrocketing,infant
[94] davmicrot,mike_pence

Top Word Pairs in Tweet in G10:
[95] black,women
[53] systemic,racism
[53] racism,today
[53] today,extends
[53] extends,healthcare
[53] healthcare,system
[53] system,battlefield
[53] battlefield,black
[47] maternal,mortality
[45] britishvogue,systemic

Top Replied-To
Top Replied-To in Entire Graph:
@pastorizeiyamu
@thehill
@remanagarajan
@reddyrc
@gop
@raquellrodger
@madams8n
@senwarren
@followkwsg
@washingtonpost

Top Replied-To in G1:
@senwarren
@firstladynj
@smartstatistic
@repunderwood
@ewarren

Top Replied-To in G2:
@ilhan

Top Replied-To in G3:
@bititendai
@_mastermind007

Top Replied-To in G4:
@bestdoulas

Top Replied-To in G7:
@uncle_sarm

Top Replied-To in G8:
@adamgreen
@thee_divested
@nkem
@legsslikewhoa
@djconnel
@doctorkim
@verachka
@joyechippenham
@bosnmate91
@studio_walters

Top Replied-To in G9:
@gop
@mike_pence
@gina_schilleci
@sherriavestal
@murray_nyc
@firejimjordan
@domainsbydrew
@larsennslarsen
@realdonaldtrump
@tmag99

Top Replied-To in G10:
@blkwomenshealth
@theresa_chapple

Top Mentioned
Top Mentioned in Entire Graph:
@senwarren
@ilhan
@nolanews
@tafa___dzwa
@ewarren
@hollehmarie
@repunderwood
@ladygrasha
@voxdotcom
@juneericudorie

Top Mentioned in G1:
@senwarren
@ewarren
@repunderwood
@voxdotcom
@marchofdimes
@mclemoremr
@19thnews
@doccrearperry
@jamilleafields
@everymomcounts

Top Mentioned in G2:
@ilhan
@essence
@ilhanmn
@yumcoconutmilk
@rrhdr
@jeremyslevin
@senwarren
@ewarren
@repbarbaralee
@kansasbrian

Top Mentioned in G3:
@tafa___dzwa
@bititendai
@bukky_george
@prinsnathaniel1
@dmagombeyi
@khosienzuza
@drzwelimkhize
@rodcollections

Top Mentioned in G4:
@nolanews
@progressivepush
@nbcnews
@lexual__
@senwarren
@ineedja_kadeeja
@adejuliu
@vabvox
@nbcnightlynews
@ilhan

Top Mentioned in G5:
@_peachykim
@aydangulerce
@hfwcny

Top Mentioned in G6:
@hollehmarie
@ilhan

Top Mentioned in G7:
@ladygrasha
@kingwytofficial

Top Mentioned in G8:
@higherheights
@civilrightsorg
@kamalaharris
@senkamalaharris
@starledger
@meaghanblynch
@cmclymer
@voxdotcom
@climatepower
@mamas4kamala

Top Mentioned in G9:
@mike_pence
@davmicrot
@realdonaldtrump
@raheemkassam
@annaforflorida
@democracee
@calico_heart_
@gop
@therightmelissa
@letshavesumfern

Top Mentioned in G10:
@britishvogue
@fivexmore
@blkwomenshealth
@awhonn
@mumsandtea
@rcobsgyn
@ptsafetylearn
@drekechi
@_prosperitys
@birthtrauma

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@the_news_diva
@dichristine
@pairsonnalitesa
@claudosky
@delta
@thepoliticalcat
@thereal_rebel
@feministajones
@coopmike48

Top Tweeters in G1:
@the_news_diva
@thereal_rebel
@serendipitysays
@givemepie360
@mbvukutaphiri
@damonbethea1
@_silversmith
@wellness4you13
@fight4freedom72
@sar_oso

Top Tweeters in G2:
@saifquadri
@ishagshafeeg
@benjamin_shider
@brendahazelhur1
@smcenturff
@shift_in2_turbo
@ohlaboday
@janrobinjackson
@teka21bat
@vv4change

Top Tweeters in G3:
@mannumellow
@nicholaslogun
@tata_tainment
@sibandasibbs
@zimbitch_
@daksurr
@nicolawatson13
@babasands
@temitells
@paintedwolf_

Top Tweeters in G4:
@filafresh
@feministajones
@_ogbeek
@cleopatrashoney
@jayyonce_xo
@msgegemarie
@vabvox
@richdatdude
@reagangomez
@bettyb00p00

Top Tweeters in G5:
@pairsonnalitesa
@coopmike48
@paulstewartii
@jcmarbury
@cheerwinepapi
@mile_by_mile
@watsupamericas
@grandted212
@obsessed_w_news
@onastarlltnight

Top Tweeters in G6:
@atllaev
@micah_not_micha
@kimerlyus
@iambeastboy
@neptunetrousers
@dreabelike_
@bobbibabe
@hollehmarie
@kngnate_
@corryatkinson

Top Tweeters in G7:
@aremoqueenidia
@switflav
@ladygrasha
@danny_whilde
@vikiing_
@iamkingmonye
@vej0me
@askmewhatiwant
@adebanjophelumy
@espeezeal

Top Tweeters in G8:
@rolandsmartin
@jennontherocks_
@bbkenn92
@reesetheone1
@mhmhart
@prpeep
@cjdjam
@jaina_solo_85
@maggieday55
@momsrising

Top Tweeters in G9:
@marthalynneowe1
@riskyliberal
@patta47cake
@briangrnotabot
@lorettabower3
@geostompx
@barbie892
@570karen
@ubervaper
@007rukdme

Top Tweeters in G10:
@raygibbs1
@jali_cat
@britishvogue
@avocalistsrival
@realdavidcarter
@_trina_maria_
@adi7anand
@tinytiernan
@itvnews
@sassye


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