maternal mortality, Twitter, 10/6/2021 10:30:57 PM, 263908


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maternal mortality_2021-10-06_15-12-01.xlsx
maternal mortality_2021-10-06_15-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 06, 2021
Short Description:
maternal mortality via NodeXL https://bit.ly/3BioMSo
@betoorourke
@sistersong_woc
@reprorights
@sorayamcdonald
@repvaldemings
@slate
@ashtonpittman
@who
@gregggonsalves
@weswala

Top hashtags:
#reprojustice
#srhrplusd
#afghanistan
#covid19
#medicaid
#maternalhealth

Description:
Description
The graph represents a network of 7,259 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, 06 October 2021 at 22:20 UTC.

The requested start date was Wednesday, 06 October 2021 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 12-day, 1-hour, 37-minute period from Thursday, 23 September 2021 at 22:22 UTC to Wednesday, 06 October 2021 at 00:00 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 : 7259
Unique Edges : 3959
Edges With Duplicates : 13368
Total Edges : 17327
Number of Edge Types : 5
Retweet : 6031
MentionsInRetweet : 7905
Tweet : 725
Replies to : 503
Mentions : 2163
Self-Loops : 776
Reciprocated Vertex Pair Ratio : 0.0233132788998711
Reciprocated Edge Ratio : 0.0455643044619423
Connected Components : 722
Single-Vertex Connected Components : 278
Maximum Vertices in a Connected Component : 4803
Maximum Edges in a Connected Component : 13561
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.025178
Graph Density : 0.000180788675936384
Modularity : 0.529524
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,259 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, 06 October 2021 at 22:20 UTC.

The requested start date was Wednesday, 06 October 2021 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 12-day, 1-hour, 37-minute period from Thursday, 23 September 2021 at 22:22 UTC to Wednesday, 06 October 2021 at 00:00 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:
[50] https://time.com/6099821/texas-abortion-maternal-mortality/
[36] https://slate.com/news-and-politics/2021/09/mississippi-abortion-maternal-infant-mortality.html
[26] https://hbr.org/2021/08/how-ai-could-help-doctors-reduce-maternal-mortality
[20] https://www.insider.com/maternal-mortality-crisis-in-us-suicides-leading-cause-death-postpartum-2021-9
[20] https://slate.com/news-and-politics/2021/09/mississippi-abortion-maternal-infant-mortality.html?via=rss
[15] https://www.quettavoice.com/2021/10/04/maternal-mortality-rate-highest-in-balochistan-across-pakistan/
[15] https://slate.com/news-and-politics/2021/09/mississippi-abortion-maternal-infant-mortality.html?via=rss_socialflow_twitter
[14] https://www.chicagotribune.com/opinion/commentary/ct-opinion-medicaid-coverage-gap-maternal-mortality-inequality-20210927-4i6h2lbe4jajhgqg4g7gmzixbu-story.html
[14] https://cronkitenews.azpbs.org/2021/09/27/advocates-spotlight-maternal-mortality-deaths-related-mental-health/
[13] https://kalamint.io/token/39769

Top URLs in Tweet in G1:
[2] https://www.blueridgenow.com/story/news/2021/09/21/report-calls-medicaid-expansion-maternal-mortality-increases-covid/5809172001/
[1] https://www.npr.org/2021/10/01/1042209230/federal-judge-weighs-in-on-biden-administrations-attempt-to-block-texas-abortion
[1] https://twitter.com/govabbott/status/1441524619027038212
[1] https://twitter.com/danpatrick/status/1444514305924374532

Top URLs in Tweet in G2:
[11] https://www.chicagotribune.com/opinion/commentary/ct-opinion-medicaid-coverage-gap-maternal-mortality-inequality-20210927-4i6h2lbe4jajhgqg4g7gmzixbu-story.html
[10] https://share.demcastusa.com/campaign/22441920-032C-4ACE-864B-6875ACC95788/static?url=aHR0cHM6Ly93d3cuaGFsYWZvcnZpcmdpbmlhLmNvbS8=&image_id=D88A2A91-D26A-4855-85D2-B62041E91703&social_network=twitter&link_caption=V2Vic2l0ZQ==
[10] https://share.demcastusa.com/campaign/22441920-032C-4ACE-864B-6875ACC95788/static?url=aHR0cHM6Ly93d3cuaGFsYWZvcnZpcmdpbmlhLmNvbS8&image_id=D88A2A91-D26A-4855-85D2-B62041E91703&social_network=twitter&link_caption=V2Vic2l0ZQ
[2] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html
[1] https://action.momsrising.org/sign/maternalhealthBBB/?source=tw.mr
[1] https://action.momsrising.org/sign/maternalhealthBBB/?source=fb.mr
[1] https://twitter.com/MP_Latina/status/1445062689177411586
[1] https://www.nytimes.com/2021/07/29/nyregion/maternal-mortality-new-jersey.html
[1] https://slate.com/news-and-politics/2021/09/mississippi-abortion-maternal-infant-mortality.html?via=rss_socialflow_twitter
[1] https://www.augustachronicle.com/story/news/2021/09/21/report-calls-medicaid-expansion-maternal-mortality-increases-covid/5783058001/

Top URLs in Tweet in G3:
[13] https://slate.com/news-and-politics/2021/09/mississippi-abortion-maternal-infant-mortality.html
[6] https://www.parkview.com/community/dashboard/2021-healthy-mom-baby-innovation-competition-20-winner-announced
[4] https://www.insider.com/maternal-mortality-crisis-in-us-suicides-leading-cause-death-postpartum-2021-9
[4] https://kion546.com/news/2021/10/04/gov-newsom-to-sign-a-bill-that-addresses-maternal-and-infant-health-services/
[3] https://www.iweller.com/all-health-fitness-tips/new-moms-are-dying-at-alarming-rates-in-the-us-but-the-hidden-crisis-is-that-many-of-these-deaths-are-suicides-2/
[3] https://time.com/6099821/texas-abortion-maternal-mortality/
[3] https://www.popsci.com/health/abortion-ban-deaths/
[3] https://time.com/6099821/texas-abortion-maternal-mortality/?utm_source=twitter&utm_medium=social&utm_campaign=social-share-article&utm_term=politics
[3] https://www.theguardian.com/us-news/2021/sep/27/us-vaccine-effort-derailed
[3] https://www.linkedin.com/slink?code=e7X3ifhU

Top URLs in Tweet in G4:
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Feand.co%2Fthe-democrats-arent-thinking-big-enough-and-that-s-why-they-re-losing-ce3230ca3bdf

Top URLs in Tweet in G5:
[1] https://www.health.com/money/home-birth-cost-black-moms?utm_campaign=health_goodhealth&utm_content=evergreen&utm_medium=social&utm_source=twitter.com&utm_term=615b1733c0aba900011cdae9
[1] https://twitter.com/jackie_parchem/status/1443229326770585611

Top URLs in Tweet in G6:
[13] https://slate.com/news-and-politics/2021/09/mississippi-abortion-maternal-infant-mortality.html?via=rss_socialflow_twitter
[8] https://slate.com/news-and-politics/2021/09/mississippi-abortion-maternal-infant-mortality.html?utm_medium=social&utm_campaign=traffic&utm_source=article&utm_content=twitter_share
[1] https://www.youtube.com/watch?v=sPwZnwZ9FTQ&feature=youtu.be

[1] http://dlvr.it/S8Sv2Q

Top URLs in Tweet in G7:
[2] https://www.localmemphis.com/article/news/health/uthsc-midwifery-program-tackle-maternal-morbidity-mortality-university-of-tennessee-health-science-center/522-7b978d43-890c-4198-b5e9-5796ab190872?utm_medium=social&utm_source=undefined_ABC24Memphis
[1] https://apple.news/AIE0B_bdlRIOv3nq3kTgqGw
[1] https://www.ajmc.com/view/us-ranks-worst-in-maternal-care-mortality-compared-with-10-other-developed-nations
[1] https://time.com/6099821/texas-abortion-maternal-mortality/
[1] https://pubmed.ncbi.nlm.nih.gov/24006554/

Top URLs in Tweet in G8:
[4] https://www.cdc.gov/reproductivehealth/maternal-mortality/pregnancy-mortality-surveillance-system.htm
[2] https://www.americanprogress.org/issues/women/news/2018/04/11/449405/maternal-mortality-devaluation-black-motherhood/
[1] https://www.augustachronicle.com/story/news/2021/09/21/report-calls-medicaid-expansion-maternal-mortality-increases-covid/5783058001/
[1] https://reproductiverights.org/un-human-rights-committee-asserts-that-access-to-abortion-and-prevention-of-maternal-mortality-are-human-rights/
[1] https://www.motherjones.com/politics/2017/08/abortion-womens-health-outcomes-maternal-mortality/
[1] https://www.commonwealthfund.org/publications/issue-briefs/2020/nov/maternal-mortality-maternity-care-us-compared-10-countries
[1] https://en.m.wikipedia.org/wiki/List_of_countries_by_maternal_mortality_ratio#List
[1] https://en.m.wikipedia.org/wiki/List_of_countries_by_maternal_mortality_ratio
[1] https://twitter.com/architectprod/status/1441174372945825793
[1] https://www.cdc.gov/nchs/data/hestat/maternal-mortality-2021/maternal-mortality-2021.htm#Fig2

Top URLs in Tweet in G9:
[3] https://www.popsci.com/health/abortion-ban-deaths/
[3] https://coloradotimesrecorder.com/2021/09/cu-study-banning-abortion-will-increase-maternal-deaths-particularly-for-black-women/39937/
[2] https://www.mississippifreepress.org/16319/overturning-roe-will-empower-women-to-have-kids-and-careers-mississippi-ag-says/

Top URLs in Tweet in G10:
[2] https://twitter.com/cehurduganda/status/1443143365101453314
[1] https://twitter.com/cehurduganda/status/1443148533540876290
[1] https://www.youtube.com/watch?v=TrPvP7m3cgk&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[102] twitter.com
[86] slate.com
[58] time.com
[29] hbr.org
[23] insider.com
[20] demcastusa.com
[17] commonwealthfund.org
[15] cdc.gov
[15] quettavoice.com
[15] kalamint.io

Top Domains in Tweet in G1:
[2] twitter.com
[2] blueridgenow.com
[1] npr.org

Top Domains in Tweet in G2:
[20] demcastusa.com
[11] chicagotribune.com
[3] nytimes.com
[2] momsrising.org
[1] twitter.com
[1] slate.com
[1] augustachronicle.com

Top Domains in Tweet in G3:
[30] twitter.com
[17] slate.com
[9] time.com
[8] linkedin.com
[6] commonwealthfund.org
[6] parkview.com
[5] theguardian.com
[4] insider.com
[4] iweller.com
[4] kion546.com

Top Domains in Tweet in G4:
[1] medium.com

Top Domains in Tweet in G5:
[1] health.com
[1] twitter.com

Top Domains in Tweet in G6:
[21] slate.com
[1] youtube.com
[1] dlvr.it

Top Domains in Tweet in G7:
[2] localmemphis.com
[1] apple.news
[1] ajmc.com
[1] time.com
[1] nih.gov

Top Domains in Tweet in G8:
[5] cdc.gov
[2] americanprogress.org
[2] wikipedia.org
[1] augustachronicle.com
[1] reproductiverights.org
[1] motherjones.com
[1] commonwealthfund.org
[1] twitter.com
[1] who.int

Top Domains in Tweet in G9:
[3] popsci.com
[3] coloradotimesrecorder.com
[2] mississippifreepress.org

Top Domains in Tweet in G10:
[3] twitter.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[269] reprojustice
[193] srhrplusd
[94] afghanistan
[81] covid19
[79] medicaid
[64] maternalhealth
[55] sb8
[55] standwithafghanwomen
[52] makeunsafeabortionhistory
[48] sb65



Top Hashtags in Tweet in G1:
[7] buildbackbetter
[2] aca

Top Hashtags in Tweet in G2:
[50] maternalhealth
[21] roevwade
[20] keepvablue
[9] 1in1st
[3] reprojustice
[2] momnibus
[2] buildbackbetter
[1] stopthesteal
[1] demcast
[1] buildbackbetteract

Top Hashtags in Tweet in G3:
[35] standwithafghanwomen
[7] pregnancy
[6] health
[4] abortion
[4] mortality
[3] maternalmortality
[3] women
[3] publichealth
[3] childbirth
[3] birth

Top Hashtags in Tweet in G4:
[1] reprojustice

Top Hashtags in Tweet in G5:
[247] reprojustice
[1] rallyforabortionjustice

Top Hashtags in Tweet in G6:
[2] reprojustice

Top Hashtags in Tweet in G7:
[1] reprojustice
[1] covid19
[1] medicaid
[1] gopwaronwomen

Top Hashtags in Tweet in G8:
[1] reprojustice

Top Hashtags in Tweet in G9:
[1] reprojustice
[1] momscantwait
[1] coveralabama
[1] alpolitics

Top Hashtags in Tweet in G10:
[19] safeandlegalcare
[15] wcdug21
[15] thestageug
[14] makeunsafeabortionhistory
[2] uganda
[2] worldcontraceptionday
[2] wcd2021
[1] heroinesofhealth
[1] internationalsafeabortionday
[1] selfandlegalcare

Top Words
Top Words in Tweet in Entire Graph:
[4313] maternal
[4080] mortality
[3107] women
[2066] abortion
[1416] rate
[1137] life
[1126] medical
[1118] texas
[1107] rates
[1057] death

Top Words in Tweet in G1:
[1722] women
[880] life
[868] betoorourke
[868] texas
[861] gop
[861] deadly
[860] attack
[860] complicating
[860] death
[860] medical

Top Words in Tweet in G2:
[401] women
[244] black
[229] repvaldemings
[184] rate
[169] die
[169] higher
[167] pregnancy
[167] related
[167] complications
[167] large

Top Words in Tweet in G3:
[293] maternal
[287] mortality
[137] women
[80] rate
[77] rates
[67] health
[65] care
[64] abortion
[58] death
[52] higher

Top Words in Tweet in G4:
[500] full
[251] abortion
[251] access
[251] contraception
[250] reproductive
[250] justice
[250] goes
[250] far
[250] beyond
[250] bodily

Top Words in Tweet in G5:
[496] right
[495] children
[248] abortion
[247] #reprojustice
[247] includes
[247] contraception
[246] sistersong_woc
[11] maternal
[11] mortality
[7] women

Top Words in Tweet in G6:
[260] maternal
[260] mortality
[257] abortion
[257] infant
[256] rates
[253] restrict
[252] states
[252] eager
[252] devastating
[241] slate

Top Words in Tweet in G7:
[187] mortality
[183] maternal
[167] infant
[164] country
[163] rates
[163] developed
[161] aboutlungcancer
[157] highest
[151] aaronparnas
[150] already

Top Words in Tweet in G8:
[52] mortality
[49] maternal
[34] rate
[22] jencages
[21] vixmcintyre
[20] smashli1228
[19] medwoman1
[19] chronic_chels
[18] adorablepodcast
[18] wanderinglord

Top Words in Tweet in G9:
[326] rate
[320] highest
[169] health
[160] nation
[158] mississippi
[155] residents
[155] without
[155] insurance
[155] poverty
[137] high

Top Words in Tweet in G10:
[221] maternal
[181] mortality
[133] unsafe
[124] abortion
[84] health
[81] cehurduganda
[81] uganda
[79] rates
[55] teenage
[55] pregnancy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2994] maternal,mortality
[923] life,death
[922] women,carry
[921] complicating,life
[921] death,medical
[921] medical,decisions
[921] decisions,forcing
[921] forcing,women
[918] texas,gop
[918] gop,attack

Top Word Pairs in Tweet in G1:
[860] texas,gop
[860] gop,attack
[860] attack,women
[860] women,deadly
[860] deadly,complicating
[860] complicating,life
[860] life,death
[860] death,medical
[860] medical,decisions
[860] decisions,forcing

Top Word Pairs in Tweet in G2:
[188] black,women
[167] women,die
[167] die,pregnancy
[167] pregnancy,related
[167] related,complications
[167] complications,higher
[167] higher,rate
[167] rate,large
[167] large,wealthy
[167] wealthy,country

Top Word Pairs in Tweet in G3:
[193] maternal,mortality
[58] mortality,rates
[39] mortality,rate
[39] rate,maternal
[38] maternal,death
[37] taliban,regulations
[37] regulations,led
[37] led,lack
[37] lack,adequate
[37] adequate,medical

Top Word Pairs in Tweet in G4:
[250] reproductive,justice
[250] justice,goes
[250] goes,far
[250] far,beyond
[250] beyond,abortion
[250] abortion,access
[250] access,contraception
[250] contraception,full
[250] full,bodily
[250] bodily,autonomy

Top Word Pairs in Tweet in G5:
[494] right,children
[247] #reprojustice,includes
[247] includes,right
[247] children,abortion
[247] abortion,contraception
[247] contraception,right
[246] sistersong_woc,#reprojustice
[9] maternal,mortality
[3] black,maternal
[3] sobering,statistics

Top Word Pairs in Tweet in G6:
[260] maternal,mortality
[257] infant,maternal
[252] states,eager
[252] eager,restrict
[252] restrict,abortion
[252] abortion,devastating
[252] devastating,rates
[252] rates,infant
[230] slate,states
[5] women,carry

Top Word Pairs in Tweet in G7:
[166] infant,mortality
[163] mortality,rates
[162] maternal,infant
[161] developed,country
[157] rates,developed
[149] highest,maternal
[147] aaronparnas,omg
[147] omg,already
[147] already,highest
[146] aboutlungcancer,aaronparnas

Top Word Pairs in Tweet in G8:
[45] maternal,mortality
[22] mortality,rate
[12] eyesore99848340,morpheouso
[12] ronlabarre,traveler3906
[12] alkivari,meljonesladadee
[12] meljonesladadee,ladyfey12
[12] ladyfey12,coxeanne
[12] coxeanne,notabrokenthing
[12] notabrokenthing,nevergetfooled
[11] brittan66989806,chronic_chels

Top Word Pairs in Tweet in G9:
[156] mississippi,highest
[156] highest,rate
[156] nation,highest
[155] rate,residents
[155] residents,without
[155] without,health
[155] health,insurance
[155] insurance,nation
[155] highest,poverty
[155] poverty,rate

Top Word Pairs in Tweet in G10:
[175] maternal,mortality
[77] unsafe,abortion
[55] teenage,pregnancy
[50] unsafe,abortions
[44] cause,maternal
[43] leading,cause
[41] fertility,maternal
[41] pregnancy,rates
[41] rates,remain
[41] remain,highest

Top Replied-To
Top Replied-To in Entire Graph:
@jackmartensite
@cehurduganda
@nondocmedia
@thehill
@prolife_sam
@boneysdr
@medwoman1
@adorablepodcast
@bmhcaucus
@mtgreenee

Top Replied-To in G1:
@betoorourke
@jackposobiec
@marthamallory1

Top Replied-To in G2:
@senatorwarnock
@palmerforil
@timothysnull
@trumpstaxes
@sam_and_the_dog
@charlestoto7
@nouveauxdebuts
@fiona_webster22
@occupydemocrats

Top Replied-To in G4:
@dkthomp
@ralphnader

Top Replied-To in G5:
@fuqk_nfa
@seestone74

Top Replied-To in G6:
@ksvesq
@slate

Top Replied-To in G7:
@sanescitzo
@aboutlungcancer
@progress4thewin
@aaronparnas
@jhandtx_jim
@janenglelewis1
@tg22110
@cassiuswillia12
@mchoydenerd
@benjean2

Top Replied-To in G8:
@jackmartensite
@prolife_sam
@medwoman1
@adorablepodcast
@architectprod
@nmoonitz
@bitterclingerpa
@hun_chooo
@vixmcintyre
@doomsperg

Top Replied-To in G9:
@ashtonpittman
@megawatts55

Top Replied-To in G10:
@cehurduganda
@womenwithamiss1
@joyturamuhawe
@derickcollins3
@phauganda
@atuhairecarol10
@blacknosuga
@martinssempa

Top Mentioned
Top Mentioned in Entire Graph:
@betoorourke
@sistersong_woc
@sorayamcdonald
@slate
@repvaldemings
@aboutlungcancer
@aaronparnas
@ashtonpittman
@halaayala
@mjs_dc

Top Mentioned in G1:
@betoorourke
@thepeoplespeach
@zasjeda
@brucelesley
@cdftexas
@lauraguerrac
@tstewprincess14
@emilyslist
@repvaldemings
@childdefender

Top Mentioned in G2:
@repvaldemings
@halaayala
@reprobinkelly
@tizzywoman
@protectourcare
@momsrising
@wehearpodcast
@senatorwarnock
@resistersunitex
@sonya4ga

Top Mentioned in G3:
@zubairthedream
@vikram72923131
@aayatkh05881758
@pairsonnalitesn
@sonicubed

Top Mentioned in G4:
@sorayamcdonald
@umairh
@parteranegra
@betoorourke
@morgainepen1
@dkthomp
@jorymicah
@sistersong_woc

Top Mentioned in G5:
@sistersong_woc
@momsrising
@liza_kunz
@healthmagazine
@reprorights
@betoorourke
@maryand94256943
@karens_red_pony
@thedemcoalition
@caschmitt

Top Mentioned in G6:
@slate
@betoorourke
@sistersong_woc
@steve_vladeck
@josieblawson
@life2blived4u
@youtube
@9_tellthetruth
@ksvesq
@wolfie057

Top Mentioned in G7:
@aboutlungcancer
@aaronparnas
@gregabbott_tx
@nathaliejacoby1
@thedailybeast
@rudejudy2
@sollenbergerrc
@rbreich
@tg22110
@franklin_graham

Top Mentioned in G8:
@jencages
@smashli1228
@vixmcintyre
@chronic_chels
@wanderinglord
@atriana
@sapienwoman
@vickie627
@badams820
@medwoman1

Top Mentioned in G9:
@ashtonpittman
@msfreepress
@cotimesrecorder
@jallen1985
@coveralabama
@slate
@mcjulie
@cosendem
@betoorourke
@tommyboy0690

Top Mentioned in G10:
@cehurduganda
@csmmua1
@atuhairecarol10
@ankoleroyalty
@jasprogramme
@swedeninug
@saaffund
@rutgers_intl
@amplifyfund
@sida

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@dichristine
@afropages
@pairsonnalitesa
@monicasloves
@mattmurph24
@solutioneer72
@1denmadrid
@kat4obama
@rjber15

Top Tweeters in G1:
@monicasloves
@lechatnoire4
@cnbsnana
@shadowdogdesign
@patricklee6669
@suekhi
@lorettabower3
@antipandemonium
@trumpwatchnews
@pamcurtis4210

Top Tweeters in G2:
@solutioneer72
@7b73f39b85e1415
@mharvey816
@lehimesa
@katcapps
@amyayers16
@all435reps
@loulachat
@only4rm
@aclaysuper

Top Tweeters in G3:
@afropages
@pairsonnalitesa
@pairsonnalitesn
@mapocoloco
@modernghanaweb
@hardknoxfirst
@mary_swilling
@capitalfmkenya
@leadershipnga
@quorumcall

Top Tweeters in G4:
@missnisha6849
@kiaspeaks
@brandonmscales
@valsadie
@luhayeaye
@holdawayian
@scott_squires
@themusecompels
@rteachquijote
@cripiccimoh

Top Tweeters in G5:
@kmontenegro
@januaryhandl
@maryannegruen
@conjja
@mschleifer13
@kdc
@helmsinki
@voteforchanges
@agnew122
@harmony_diaz

Top Tweeters in G6:
@willseattle
@fleming77
@carrybeyond
@ami_tvdfan
@sba1211
@slate
@aziegler
@ancientbob
@iamjoetrudeau
@samlitzinger

Top Tweeters in G7:
@1denmadrid
@padakitty
@cheezwitham
@cahulaan
@tenji95
@lltwing
@pda3olives
@thedailybeast
@kjmpalermo
@corlesshanson

Top Tweeters in G8:
@the_lady_red
@msvanillarose
@vickie627
@pattysmattyvt
@gregcampnc
@jencages
@lisawinslow
@vincegottalotta
@fight4women
@politicspot

Top Tweeters in G9:
@dichristine
@marthalynneowe1
@b1e56df9ce6549f
@roripierpont1
@rebellegrrl
@kimpy123
@yayayarndiva
@zentaoprincess
@on_bender
@cultiv8hope

Top Tweeters in G10:
@omuzibuwaalu
@ntvuganda
@evelyn_nakayi
@am_creezy
@abwoolifruity
@paulwebs1
@beinomugisha_iv
@the_travor_guy
@rachealkyy
@gad_rogers