maternal mortality, Twitter, 5/1/2021 8:04:55 AM, 253888


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maternal mortality_2021-04-29_15-12-01.xlsx
maternal mortality_2021-04-29_15-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 01, 2021
Short Description:
maternal mortality via NodeXL https://bit.ly/3eKg0me
@vp
@betoorourke
@thetnholler
@amandamarcotte
@yorklawlondon
@keir_starmer
@markhoofnagle
@holdmybooks
@fivexmore
@socialistdogmom

Top hashtags:
#eritrea
#covid19
#blackmaternalhealthweek
#news
#blackmaternalhealth

Description:
Description
The graph represents a network of 7,685 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 Thursday, 29 April 2021 at 22:19 UTC.

The requested start date was Wednesday, 28 April 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 8-day, 8-hour, 37-minute period from Monday, 19 April 2021 at 15:15 UTC to Tuesday, 27 April 2021 at 23:53 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 : 7685
Unique Edges : 2739
Edges With Duplicates : 13520
Total Edges : 16259
Number of Edge Types : 5
Replies to : 359
Mentions : 1728
Retweet : 6284
MentionsInRetweet : 7230
Tweet : 658
Self-Loops : 687
Reciprocated Vertex Pair Ratio : 0.0158213122382504
Reciprocated Edge Ratio : 0.0311497938616583
Connected Components : 631
Single-Vertex Connected Components : 262
Maximum Vertices in a Connected Component : 5391
Maximum Edges in a Connected Component : 12416
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.242672
Graph Density : 0.000147870826061437
Modularity : 0.512326
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,685 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 Thursday, 29 April 2021 at 22:19 UTC.

The requested start date was Wednesday, 28 April 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 8-day, 8-hour, 37-minute period from Monday, 19 April 2021 at 15:15 UTC to Tuesday, 27 April 2021 at 23:53 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 : 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:
[86] https://www.salon.com/2021/04/19/the-link-between-americas-rising-maternal-mortality-rates-and-abortion/
[42] https://www.blackenterprise.com/more-black-women-using-doulas-to-avoid-maternal-mortality-in-hospitals/
[35] https://www.voice-online.co.uk/news/uk-news/2021/04/19/black-maternal-mortality-debate-to-be-held-in-parliament-today/#.YH2DbWQgrLg.twitter
[22] https://www.youtube.com/watch?v=fDS8vY6TGT8&feature=youtu.be

[21] https://jamanetwork.com/journals/jamapediatrics/fullarticle/2779182
[16] https://swee.ps/quCaG_ebhlKkH?g=1
[16] https://www.independent.co.uk/news/uk/politics/black-maternal-mortality-gap-labour-b1833501.html
[10] https://www.aspeninstitute.org/publications/reversing-the-u-s-maternal-mortality-crisis/
[10] https://www.knoxnews.com/story/opinion/2021/04/22/black-women-hardest-hit-tennessees-maternal-health-mortality-crisis/7326486002/
[9] https://allafrica.com/stories/202104240087.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Aaans%3Aabmrjk

Top URLs in Tweet in G1:
[4] https://twitter.com/VP/status/1384322148437725185
[3] https://www.statnews.com/2021/04/19/kamala-harris-black-maternal-health-momnibus/
[2] https://blavity.com/exclusive-dear-black-women-a-letter-from-vice-president-kamala-harris-on-maternal-health?category1=opinion&category2=news
[2] https://www.cdc.gov/reproductivehealth/maternal-mortality/disparities-pregnancy-related-deaths/Infographic-disparities-pregnancy-related-deaths-h.pdf
[1] https://www.youtube.com/watch?v=7ItjBtO5EHw&feature=youtu.be

[1] https://19thnews.org/2021/04/heres-how-high-uninsured-rates-could-be-contributing-to-the-pregnancy-related-death-crisis/
[1] https://www.theguardian.com/us-news/2016/aug/20/texas-maternal-mortality-rate-health-clinics-funding
[1] https://twitter.com/VP/status/1384322148437725185?s=20
[1] https://cdc.gov/
[1] https://www.researchgate.net/publication/44630146_Intimate-Partner_Homicide_Among_Pregnant_and_Postpartum_Women

Top URLs in Tweet in G2:
[5] https://www.salon.com/2021/04/19/the-link-between-americas-rising-maternal-mortality-rates-and-abortion/
[1] https://twitter.com/wendydavis/status/1385329584514551808
[1] https://mayawileyformayor.com/preventing-maternal-mortality-in-new-york/
[1] https://www.cdc.gov/nchs/maternal-mortality/MMR-2018-State-Data-508.pdf
[1] https://www.cdc.gov/nchs/data/series/sr_03/sr03_044-508.pdf
[1] https://twitter.com/betoorourke/status/1386436840610144257

Top URLs in Tweet in G3:
[7] https://www.independent.co.uk/news/uk/politics/black-maternal-mortality-gap-labour-b1833501.html
[4] https://www.youtube.com/watch?v=fDS8vY6TGT8&feature=youtu.be

[2] https://committees.parliament.uk/committee/326/petitions-committee/news/153904/mps-to-debate-petition-relating-to-black-maternal-healthcare-and-mortality/
[2] https://www.joinclubhouse.com/event/MEgZWYwA
[2] https://www.youtube.com/channel/UCMasyWuE1P2AaEKw_FkGq9g
[2] https://twitter.com/fivexmore/status/1384121773281583105
[1] https://z3bzyxftgf9.typeform.com/to/av3sqnG8
[1] https://www.nytimes.com/2021/04/13/us/politics/black-maternal-health-kamala-harris.html
[1] https://en.wikipedia.org/wiki/Black_maternal_mortality_in_the_United_States?wprov=sfla1
[1] https://www.11alive.com/article/news/community/voices-for-equality/black-women-doulas-prevent-maternal-mortality/85-59e90779-de29-4edf-bcbb-38a9a1af9f40

Top URLs in Tweet in G4:
[1] https://twitter.com/votemarsha/status/1386764188115214344

Top URLs in Tweet in G5:
[18] https://www.salon.com/2021/04/19/the-link-between-americas-rising-maternal-mortality-rates-and-abortion/
[7] https://jamanetwork.com/journals/jamapediatrics/fullarticle/2779182
[6] https://www.blackenterprise.com/more-black-women-using-doulas-to-avoid-maternal-mortality-in-hospitals/
[5] https://www.independent.co.uk/news/uk/politics/black-maternal-mortality-gap-labour-b1833501.html
[5] https://www.phillyvoice.com/maternal-mortality-racial-health-disparities-blue-cross-blue-shield/
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2820%2931379-X%2Ffulltext&rc=0
[4] https://www.youtube.com/watch?v=fDS8vY6TGT8&feature=youtu.be

[4] https://salon.com/
[4] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DfDS8vY6TGT8&q=EgS4SO-bGIHo-YMGIhkA8aeDS9x85EnGMJsfRm7N2utuVU45H3wIMgFy
[4] https://s3.amazonaws.com/cdn.smfm.org/attachments/886/ed1ab343cb6710ca098c669babbd2317.pdf?AWSAccessKeyId=02RKZKZD2RMKZXHB38R2&Expires=1618900353&Signature=dwD7ClkXsLo1lpEj5tjr1ClbtxM%3D

Top URLs in Tweet in G6:
[8] https://www.liveaction.org/news/community-based-doula-program-aims-to-reduce-maternal-mortality-rate-amongst-african-americans/
[3] https://www.who.int/news-room/fact-sheets/detail/maternal-mortality
[2] https://chicago.documenters.org/assignments/infant-and-maternal-mortality-among-african-americans-task-force-immt-programs-and-best-practices-subcommittee-2208/
[2] https://www.salon.com/2021/04/19/the-link-between-americas-rising-maternal-mortality-rates-and-abortion/
[1] https://ourworldindata.org/maternal-mortality
[1] https://slate.com/technology/2013/09/death-in-childbirth-doctors-increased-maternal-mortality-in-the-20th-century-are-midwives-better.html
[1] https://amp.cnn.com/cnn/2020/02/21/health/maternal-mortality-fathers-grief/index.html
[1] https://www.washingtonpost.com/graphics/2019/lifestyle/black-motherhood/
[1] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html
[1] https://twitter.com/CHIdocumenters/status/1387054362678149123

Top URLs in Tweet in G7:
[9] https://www.aspeninstitute.org/publications/reversing-the-u-s-maternal-mortality-crisis/
[6] https://www.salon.com/2021/04/19/the-link-between-americas-rising-maternal-mortality-rates-and-abortion/
[5] https://www.medicaidinnovation.org/_images/content/AHSG-Reversing_the_US_Maternal_Mortality_Crisis-Report_2021.pdf
[5] http://ReviewtoAction.com
[4] https://www.boston.com/news/health/2021/04/21/maternal-morbidity-and-mortality-new-massachusetts-commission
[4] https://www.countdown2030.org/countdown-news/maternal-and-newborn-mortality-and-stillbirths-report-for-alignmnh-opening-forum
[4] http://birthequity.org/call-for-osrhw/
[4] https://reviewtoaction.org/
[3] https://primetime.bluejeans.com/a2m/register/tskdgtje
[3] https://www.boston.com/

Top URLs in Tweet in G8:
[1] https://www.commonwealthfund.org/publications/issue-brief-report/2020/dec/maternal-mortality-united-states-primer
[1] https://www.bls.gov/iif/oshwc/cfoi/police-2018.htm
[1] https://www.salon.com/2021/04/19/the-link-between-americas-rising-maternal-mortality-rates-and-abortion/

Top URLs in Tweet in G9:
[23] https://www.salon.com/2021/04/19/the-link-between-americas-rising-maternal-mortality-rates-and-abortion/
[3] https://www.virginiamercury.com/2021/04/20/taking-steps-to-cut-maternal-mortality-in-virginia/
[1] https://theslot.jezebel.com/biden-harris-administration-injected-a-ton-of-money-int-1846675642
[1] https://www.redandblack.com/opinion/opinion-legislators-must-act-to-mitigate-maternal-mortality-rate-in-georgia/article_d0f3424c-3339-11e9-a87f-93b8f00a919e.html
[1] https://www.tn.gov/health/health-program-areas/fhw/maternal-mortality-review.html
[1] https://twitter.com/lindyli/status/1385365674269229056

Top URLs in Tweet in G10:
[1] https://shabait.com/2021/04/21/healthy-mother-healthy-nation/

Top Domains
Top Domains in Tweet in Entire Graph:
[115] twitter.com
[91] salon.com
[74] co.uk
[56] jamanetwork.com
[44] blackenterprise.com
[36] youtube.com
[22] cdc.gov
[20] boston.com
[16] swee.ps
[16] google.com

Top Domains in Tweet in G1:
[6] twitter.com
[3] statnews.com
[3] cdc.gov
[2] blavity.com
[2] google.com
[2] c-hit.org
[1] youtube.com
[1] 19thnews.org
[1] theguardian.com
[1] researchgate.net

Top Domains in Tweet in G2:
[5] salon.com
[2] twitter.com
[2] cdc.gov
[1] mayawileyformayor.com

Top Domains in Tweet in G3:
[8] co.uk
[7] twitter.com
[6] parliament.uk
[6] youtube.com
[2] google.com
[2] joinclubhouse.com
[1] typeform.com
[1] nytimes.com
[1] wikipedia.org
[1] 11alive.com

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

Top Domains in Tweet in G5:
[26] twitter.com
[22] salon.com
[15] jamanetwork.com
[8] co.uk
[8] google.com
[8] blackenterprise.com
[7] youtube.com
[6] phillyvoice.com
[5] linkedin.com
[5] cdc.gov

Top Domains in Tweet in G6:
[8] liveaction.org
[4] documenters.org
[3] salon.com
[3] who.int
[2] twitter.com
[2] illinois.gov
[1] ourworldindata.org
[1] slate.com
[1] cnn.com
[1] washingtonpost.com

Top Domains in Tweet in G7:
[9] aspeninstitute.org
[7] boston.com
[6] salon.com
[6] reviewtoaction.org
[5] medicaidinnovation.org
[5] ama-assn.org
[5] reviewtoaction.com
[4] countdown2030.org
[4] birthequity.org
[3] upenn.edu

Top Domains in Tweet in G8:
[1] commonwealthfund.org
[1] bls.gov
[1] salon.com

Top Domains in Tweet in G9:
[23] salon.com
[3] virginiamercury.com
[1] jezebel.com
[1] redandblack.com
[1] tn.gov
[1] twitter.com

Top Domains in Tweet in G10:
[1] shabait.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[150] eritrea
[55] covid19
[49] blackmaternalhealthweek
[41] news
[30] blackmaternalhealth
[29] covid
[28] txlege
[26] pregnant
[24] pregnancy
[22] maternal



Top Hashtags in Tweet in G1:
[2] maternalhealth
[1] deadlast
[1] maternalmortality
[1] gagop
[1] ados
[1] allwomen
[1] blmscam
[1] blackmaternalhealthweek

Top Hashtags in Tweet in G2:
[1] 50ideasfornyc
[1] forthepeopleact
[1] thriveagenda
[1] txlege
[1] maternity

Top Hashtags in Tweet in G3:
[19] blackmaternalhealth
[10] blackmaternalhealthdebate
[1] makeblackbirthbetter
[1] fivexmorepm
[1] ulcombegardens
[1] nhscharging
[1] nrpf
[1] hscmaternitysafety
[1] icymi

Top Hashtags in Tweet in G4:
[1] conservativepoliciesfail

Top Hashtags in Tweet in G5:
[8] healthcare
[7] maternal
[6] mortality
[5] maternalhealth
[5] maternalmortality
[3] abortion
[3] women
[3] nvleg
[3] covid19
[3] cdc

Top Hashtags in Tweet in G6:
[6] texas
[2] txlege
[1] chidocumenters
[1] healthcare
[1] covid
[1] nomorea2a
[1] careaboutblackpeopleaftertheyareborn
[1] abortionishealthcare
[1] abortion
[1] bmhw21

Top Hashtags in Tweet in G7:
[9] maternal
[9] neonatal
[8] equity
[8] stillbirths
[8] collectiveactionmnh
[6] pregnancy
[5] aspenhealthstrategy
[5] bmhw21
[5] covid19
[5] covid

Top Hashtags in Tweet in G9:
[13] onev1
[7] blackmamasmatter
[4] maternalmortality
[4] abortion
[2] tennessee
[2] funerals
[2] maternal
[2] healthcare
[2] womensrights
[2] freedomtochoose

Top Hashtags in Tweet in G10:
[150] eritrea

Top Words
Top Words in Tweet in Entire Graph:
[3855] maternal
[3174] black
[3167] mortality
[3000] women
[2116] pregnancy
[1982] childbirth
[1974] vp
[1920] postpartum
[1897] 200
[1894] deserve

Top Words in Tweet in G1:
[1883] black
[1871] women
[1863] vp
[1803] 200
[1801] pregnancy
[1797] childbirth
[1796] deserve
[1796] heard
[1791] throughout
[1791] postpartum

Top Words in Tweet in G2:
[812] texas
[810] betoorourke
[809] hb
[809] 1515
[809] effort
[809] ban
[809] nearly
[809] abortions
[809] unconstitutional
[809] cost

Top Words in Tweet in G3:
[481] maternal
[284] black
[263] mortality
[206] debate
[142] health
[134] inequalities
[132] thanks
[130] uk
[129] those
[126] eradicate

Top Words in Tweet in G4:
[640] #1
[321] medical
[320] rural
[320] hospital
[320] closures
[320] capita
[320] highest
[317] bankruptcies
[316] tennessee
[316] minimum

Top Words in Tweet in G5:
[289] maternal
[283] mortality
[114] women
[113] black
[73] health
[65] rates
[43] morbidity
[43] covid
[42] rate
[41] 19

Top Words in Tweet in G6:
[156] maternal
[151] mortality
[91] amandamarcotte
[81] restrictions
[79] between
[74] study
[74] strong
[74] correlation
[74] rising
[73] shows

Top Words in Tweet in G7:
[219] maternal
[164] mortality
[121] health
[50] crisis
[47] rates
[46] aspeninstitute
[43] report
[39] black
[36] strategy
[33] women

Top Words in Tweet in G8:
[166] rate
[165] maternal
[165] 100
[164] mortality
[164] 17
[163] socialistdogmom
[163] compare
[163] risk
[163] giving
[163] birth

Top Words in Tweet in G9:
[205] abortion
[171] maternal
[171] mortality
[119] states
[85] rates
[70] naral
[70] higher
[70] restrict
[65] restrictions
[64] linked

Top Words in Tweet in G10:
[300] healthy
[150] good
[150] read
[150] #eritrea
[150] mother
[150] nation
[150] eritrea
[150] significantly
[150] reduce
[150] infant

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2543] maternal,mortality
[2335] black,women
[1901] pregnancy,childbirth
[1892] vp,black
[1885] deserve,heard
[1884] women,deserve
[1881] throughout,pregnancy
[1881] childbirth,postpartum
[1880] investing,200
[1879] heard,treated

Top Word Pairs in Tweet in G1:
[1843] black,women
[1804] vp,black
[1795] deserve,heard
[1791] women,deserve
[1791] childbirth,postpartum
[1791] investing,200
[1790] heard,treated
[1790] treated,dignity
[1790] dignity,throughout
[1790] throughout,pregnancy

Top Word Pairs in Tweet in G2:
[809] hb,1515
[809] 1515,effort
[809] effort,ban
[809] ban,nearly
[809] nearly,abortions
[809] abortions,texas
[809] texas,unconstitutional
[809] unconstitutional,cost
[809] cost,fortune
[809] fortune,defend

Top Word Pairs in Tweet in G3:
[231] maternal,mortality
[156] black,maternal
[134] health,inequalities
[126] eradicate,maternal
[126] maternal,health
[126] inequalities,country
[126] country,thanks
[126] thanks,those
[126] those,campaigned
[126] campaigned,debate

Top Word Pairs in Tweet in G4:
[320] #1,medical
[320] #1,rural
[320] rural,hospital
[320] hospital,closures
[320] closures,capita
[320] capita,highest
[317] medical,bankruptcies
[316] bankruptcies,#1
[316] highest,minimum
[315] tennessee,#1

Top Word Pairs in Tweet in G5:
[198] maternal,mortality
[50] mortality,rates
[44] black,women
[38] morbidity,mortality
[37] black,maternal
[36] covid,19
[30] mortality,rate
[23] pregnant,women
[21] without,covid
[19] neonatal,morbidity

Top Word Pairs in Tweet in G6:
[144] maternal,mortality
[74] correlation,between
[74] rising,maternal
[73] study,shows
[73] shows,strong
[73] strong,correlation
[73] between,rising
[73] mortality,increasing
[73] increasing,restrictions
[72] amandamarcotte,study

Top Word Pairs in Tweet in G7:
[120] maternal,mortality
[46] maternal,health
[36] aspeninstitute,health
[36] health,strategy
[30] mortality,crisis
[27] strategy,group
[24] mortality,rates
[21] black,maternal
[18] covid,19
[16] reversing,maternal

Top Word Pairs in Tweet in G8:
[164] maternal,mortality
[163] compare,risk
[163] risk,giving
[163] giving,birth
[163] birth,maternal
[163] mortality,rate
[163] rate,united
[163] united,states
[163] states,17
[163] 17,deaths

Top Word Pairs in Tweet in G9:
[169] maternal,mortality
[70] states,restrict
[70] restrict,abortion
[67] mortality,states
[64] abortion,restrictions
[64] restrictions,linked
[64] linked,higher
[64] higher,rates
[64] rates,maternal
[64] abortion,tend

Top Word Pairs in Tweet in G10:
[150] good,read
[150] read,#eritrea
[150] #eritrea,healthy
[150] healthy,mother
[150] mother,healthy
[150] healthy,nation
[150] nation,eritrea
[150] eritrea,significantly
[150] significantly,reduce
[150] reduce,infant

Top Replied-To
Top Replied-To in Entire Graph:
@susanmirabalmd
@vp
@gregabbott_tx
@votemarsha
@janemarch888
@johncornyn
@_jcso
@govstitt
@morikujoyce
@nbcnewamsterdam

Top Replied-To in G1:
@susanmirabalmd
@vp
@_jcso
@statnews
@j2the31966
@izayakross
@johannayale
@cutiebootyceo
@portiamcgonagal
@98dailythoughts

Top Replied-To in G2:
@betoorourke
@johncornyn

Top Replied-To in G3:
@drmeenalviz
@zarahsultana
@msgivezerofox
@genderdissident
@bellribeiroaddy

Top Replied-To in G4:
@votemarsha

Top Replied-To in G6:
@janemarch888
@autocorrect2_0
@atriana
@annafwilly
@chronic_chels
@toastknowing
@wildcatfarm93
@notmuchelse
@to_discussion
@anotheropinio14

Top Replied-To in G7:
@aspeninstitute
@leahntorres
@birthplace_jen

Top Replied-To in G8:
@hrhtish

Top Replied-To in G9:
@cnn
@bigbaddumb
@naral

Top Mentioned
Top Mentioned in Entire Graph:
@vp
@betoorourke
@thetnholler
@socialistdogmom
@hawelti
@keir_starmer
@bellribeiroaddy
@amandamarcotte
@ayannapressley
@naral

Top Mentioned in G1:
@vp
@susanmirabalmd
@black_action
@chrislongview
@michellebyoung1
@statnews
@madam_president
@portiamcgonagal
@emilinalala
@ambrice46

Top Mentioned in G2:
@betoorourke
@vp
@johncornyn
@safetypindaily
@tedcruz
@mayawiley
@moderate2severe
@dorothybeach
@sideeyess
@gop

Top Mentioned in G3:
@keir_starmer
@bellribeiroaddy
@marshadecordova
@fivexmore
@harrietharman
@nadine_writes
@uklabour
@hocpetitions
@blackballaduk
@rcobsgyn

Top Mentioned in G4:
@thetnholler
@votemarsha
@earthmother60
@vp
@ruthderedita
@betoorourke

Top Mentioned in G5:
@pairsonnalites
@paranormalnews4
@pretamicca
@southerngemgal
@the_paper_link

Top Mentioned in G6:
@amandamarcotte
@abortionchat
@meljonesladadee
@aliceking69
@autocorrect2_0
@atriana
@atheistengineer
@juliephillipsus
@evangie
@doomsperg

Top Mentioned in G7:
@aspeninstitute
@alignmnh
@amermedicalassn
@countdown2030
@innov8medicaid
@doccrearperry
@smashleynguyen
@pennnursing
@reichert_allie
@subailey

Top Mentioned in G8:
@socialistdogmom
@kateyzeh
@betoorourke
@erinbiba
@vp
@amandamarcotte

Top Mentioned in G9:
@naral
@congressmarsha
@catholic4choice
@ben_vl__amrhein
@betoorourke
@vp
@thetnholler
@gop
@wowabortionpill
@mercuryvirginia

Top Mentioned in G10:
@hawelti

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@dichristine
@pairsonnalites
@monicasloves
@solutioneer72
@rodolfoxoliz
@kat4obama
@insdatainter
@independent
@serendipitysays

Top Tweeters in G1:
@jornalistavitor
@rodolfoxoliz
@insdatainter
@serendipitysays
@manmet80
@miguelhilargiak
@padakitty
@mayirmamay14
@awelab1956
@govsherazkhan

Top Tweeters in G2:
@monicasloves
@kat4obama
@politicalbee
@katcapps
@eykis
@brontyman
@cnbsnana
@pgrandee10
@jocowboys87
@antipandemonium

Top Tweeters in G3:
@thefabledaesop
@wildwalkerwoman
@tshep42
@11alivenews
@furnessgirl
@pennytindall
@sandrahalifax
@dancekittycat
@kevinpbreslin
@detemple

Top Tweeters in G4:
@greeeneyedwhwom
@morgfair
@djzjcz
@barbie892
@brian_wrestle13
@rowaenthe
@flyhyland
@stlhd100
@ruthsorbello
@celestebyrne3

Top Tweeters in G5:
@pairsonnalites
@ken_crichlow
@gstuedler
@southerngemgal
@anamafalda1992
@aspiemum
@dian5
@exbulletinuk
@hephaestus7
@blacq2

Top Tweeters in G6:
@bannerite
@anthropic
@frackhazreveal
@nitenitemelissa
@michaelsen_erik
@nytimes
@washingtonpost
@letat_lechat
@nanelvisfan
@americanwoman8

Top Tweeters in G7:
@monitor_ph
@piton201017
@archimamamia
@drtlaleng
@itsgeorgekamau
@publichealthmap
@ny1
@dvdpeters
@christi85573643
@replizmiranda

Top Tweeters in G8:
@lizditz
@emccoy_writer
@m5b1tch
@neolithicsheep
@charminggrump
@kirkmurphy
@gryphonmom
@wavesofeuphoria
@vtaylor9188
@gizmomathboy

Top Tweeters in G9:
@sddphoto
@kenkircher1
@givemepie360
@estacadebares
@lorettabower3
@joanbushur
@carriesweet2017
@daretothink53
@marciabunney
@elevenbravo138

Top Tweeters in G10:
@erythreansea
@stesfamariam
@cabralsankara_x
@2beritrean
@erevangurd
@yonasmanna
@coolproof
@tesfanews
@gualerey
@eagdirect


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