maternal mortality, Twitter, 12/12/2019 7:03:51 AM, 218706


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maternal mortality_2019-12-11_22-24-00.xlsx
maternal mortality_2019-12-11_22-24-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 12, 2019
Short Description:
maternal mortality via NodeXL http://bit.ly/2LIWj0k
@ezraklein
@juliaoftoronto
@madams8n
@aditacruz75
@voxdotcom
@public_citizen
@bmhcaucus
@aprilglick
@davmicrot
@xan_desanctis

Top hashtags:
#maternalhealthpromise
#belarus
#reprohealth
#txlege
#medicareforall

Description:
Description
The graph represents a network of 5,151 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, 12 December 2019 at 06:25 UTC.

The requested start date was Thursday, 12 December 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 4-day, 1-hour, 34-minute period from Saturday, 07 December 2019 at 18:08 UTC to Wednesday, 11 December 2019 at 19:43 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 : 5151
Unique Edges : 5984
Edges With Duplicates : 737
Total Edges : 6721
Number of Edge Types : 3
Mentions : 6037
Replies to : 252
Tweet : 432
Self-Loops : 432
Reciprocated Vertex Pair Ratio : 0.0118191161356629
Reciprocated Edge Ratio : 0.0233621127475876
Connected Components : 413
Single-Vertex Connected Components : 166
Maximum Vertices in a Connected Component : 3699
Maximum Edges in a Connected Component : 4898
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.634717
Graph Density : 0.000222673323871508
Modularity : 0.798494
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 5,151 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, 12 December 2019 at 06:25 UTC.

The requested start date was Thursday, 12 December 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 4-day, 1-hour, 34-minute period from Saturday, 07 December 2019 at 18:08 UTC to Wednesday, 11 December 2019 at 19:43 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:
[100] https://www.vox.com/science-and-health/2019/12/6/20995227/women-health-care-maternal-mortality-insurance-texas
[90] https://www.vox.com/science-and-health/2019/12/6/20995227/women-health-care-maternal-mortality-insurance-texas?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[17] https://blackmaternalhealthcaucus-underwood.house.gov/
[14] https://www.reuters.com/article/us-health-maternal-mortality-widerimage-idUSKBN1YD1PF?taid=5dee9b60ee0d2300017cbe7b&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[12] https://www.nytimes.com/2018/04/11/magazine/black-mothers-babies-death-maternal-mortality.html
[8] https://www.virginiamercury.com/2019/12/09/three-things-northam-wants-to-do-to-lower-maternal-mortality-rates/
[7] https://thehill.com/opinion/healthcare/472804-reducing-maternal-mortality-in-rural-america
[7] https://www.governor.virginia.gov/newsroom/all-releases/2019/december/headline-849796-en.html
[7] https://twitter.com/juliaoftoronto/status/1202927375262109703
[6] https://hbr.org/2019/06/the-rising-u-s-maternal-mortality-rate-demands-action-from-employers

Top URLs in Tweet in G1:
[3] https://www.vox.com/science-and-health/2019/12/6/20995227/women-health-care-maternal-mortality-insurance-texas
[1] https://www.usatoday.com/list/news/investigations/maternal-mortality-by-state/7b6a2a48-0b79-40c2-a44d-8111879a8336/

Top URLs in Tweet in G2:
[82] https://www.vox.com/science-and-health/2019/12/6/20995227/women-health-care-maternal-mortality-insurance-texas?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[38] https://www.vox.com/science-and-health/2019/12/6/20995227/women-health-care-maternal-mortality-insurance-texas
[6] https://twitter.com/juliaoftoronto/status/1202927375262109703
[3] https://www.vox.com/science-and-health/2019/12/6/20995227/women-health-care-maternal-mortality-insurance-texas?stream=top
[3] https://www.postandcourier.com/features/charleston-doulas-say-black-providers-are-needed-to-improve-maternal/article_423c1d72-0cb3-11ea-929a-d3f0e9e4b13b.html
[2] http://www.ihi.org/communities/blogs/behind-the-headlines-about-maternal-mortality
[2] https://www.vox.com/science-and-health/2019/12/6/20995227/women-health-care-maternal-mortality-insurance-texas?fbclid=IwAR37iyRzujlzKpXA6u4M9_t0_mfcndvQbvEFgnYP8V0IbXUwa-bi-0kOzmY
[2] https://www.vox.com/platform/amp/science-and-health/2019/12/6/20995227/women-health-care-maternal-mortality-insurance-texas?__twitter_impression=true
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2019/12/11/extending-medicaid-after-childbirth-could-reduce-maternal-deaths?utm_campaign=stateline&utm_source=twitter&utm_medium=social&utm_content=medicaid_maternaldeaths
[1] https://www.vox.com/science-and-health/2019/12/6/20995227/women-health-care-maternal-mortality-insurance-texas?utm_campaign=vox.social&utm_content=voxdotcom&utm_source=twitter&utm_medium=social

Top URLs in Tweet in G4:
[2] https://reproductiverights.org/press-room/un-human-rights-committee-asserts-access-abortion-and-prevention-maternal-mortality-are
[2] https://ourworldindata.org/maternal-mortality
[1] https://twitter.com/DrAshSaleh/status/1203649107148935170
[1] https://twitter.com/DrAshSaleh/status/1203581175450652673
[1] https://twitter.com/432chloedavis/status/1204575668660514816
[1] https://twitter.com/Ponygal923/status/1203437279533887488?s=19
[1] http://faculty.marianopolis.edu/c.belanger/quebechistory/stats/momdeath.htm

Top URLs in Tweet in G5:
[26] https://www.vox.com/science-and-health/2019/12/6/20995227/women-health-care-maternal-mortality-insurance-texas
[4] https://thehill.com/opinion/healthcare/472804-reducing-maternal-mortality-in-rural-america
[3] https://dailycollegian.com/2019/12/boston-university-professor-presents-research-on-rising-maternal-mortality-and-continuing-racial-disparities-in-the-u-s/
[3] https://www.reuters.com/article/us-health-maternal-mortality-widerimage/caring-alone-for-two-small-girls-texas-father-grapples-with-loss-idUSKBN1YD1PF?feedType=RSS&feedName=healthNews&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.vox.com/science-and-health/2019/12/6/20995227/women-health-care-maternal-mortality-insurance-texas?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.the-star.co.ke/siasa/2019-12-08-family-planning-matter-of-life-and-death-for-kenyas-women/
[2] https://www.vox.com/platform/amp/science-and-health/2019/12/6/20995227/women-health-care-maternal-mortality-insurance-texas?__twitter_impression=true
[2] https://twitter.com/JennMcClellanVA/status/1204171925016268801
[2] https://www.northcarolinahealthnews.org/2019/12/10/maternal-and-infant-health-adovcates-tell-nc-about-racial-disparities/
[2] https://www.mckinsey.com/featured-insights/gender-equality/the-power-of-parity-advancing-womens-equality-in-africa?cid=other-soc-twi-mgi-mgi-oth-1911

Top URLs in Tweet in G6:
[2] https://elizabethwarren.com/plans/addressing-maternal-mortality-epidemic
[1] https://twitter.com/adamcbest/status/1204582570148515842
[1] https://twitter.com/texastribune/status/1204100651023785989

Top URLs in Tweet in G7:
[16] https://blackmaternalhealthcaucus-underwood.house.gov/
[6] https://twitter.com/BMHCaucus/status/1204107361721421824
[1] https://www.vice.com/en_us/article/vb5k3a/postpartum-medicaid-coverage-60-days-extending-it-could-help-improve-us-maternal-mortality-rates
[1] https://thehill.com/opinion/healthcare/472804-reducing-maternal-mortality-in-rural-america
[1] https://www.instagram.com/p/B55O9ioBJXr/?igshid=1qcd5ecarpb4u
[1] http://hmhbga.org/d-c-briefing-on-maternal-mortality-in-georgia/
[1] https://khn.org/morning-breakout/state-highlights-va-governor-cites-unacceptable-rates-of-maternal-mortality-pledges-22m-violence-worsens-at-nyc-jail-despite-reports-to-the-contrary/
[1] https://www.abclawcenters.com/blog/2019/12/10/georgia-receives-an-f-grade-for-prevention-of-preterm-birth/
[1] https://www.guttmacher.org/article/2019/12/state-policy-trends-2019-wave-abortion-bans-some-states-are-fighting-back
[1] https://www.fox5dc.com/news/virginia-gov-ralph-northam-proposes-22m-to-improve-maternal-health-outcomes

Top URLs in Tweet in G8:
[7] https://www.virginiamercury.com/2019/12/09/three-things-northam-wants-to-do-to-lower-maternal-mortality-rates/
[1] https://www.healthyfamiliesamerica.org/news-and-updates/please-support-h-r-4768-the-home-visiting-to-reduce-maternal-mortality-and-morbidity-act/?fbclid=IwAR17EP5INKhUj811z_DYVilKnUNXFsllGjTYodeNWEVMnKBaDtKmxyFSpbY
[1] http://wtvr.com/2019/12/09/northam-maternal-and-infant-mortality-rate/
[1] https://www.dailyprogress.com/news/state/northam-unveils-plan-to-boost-maternal-health-reduce-racial-disparities/article_8efef9a0-a131-5027-9379-4973d7bffe2b.html
[1] https://www.governor.virginia.gov/newsroom/all-releases/2019/december/headline-849796-en.html
[1] https://www.roanoke.com/news/politics/northam-unveils-plan-to-boost-maternal-health-reduce-racial-disparities/article_fa881ea0-61eb-5ceb-a5f9-a24b1283a7a5.html
[1] https://www.richmond.com/news/virginia/northam-unveils-plan-to-boost-maternal-health-reduce-racial-disparities/article_fc4d9cd7-17f9-5733-9f1b-d26091cbdadb.html
[1] https://msdh.ms.gov/msdhsite/_static/31,0,299,324.html#InfantMortalityDocs

Top URLs in Tweet in G9:
[5] https://www.governor.virginia.gov/newsroom/all-releases/2019/december/headline-849796-en.html
[2] https://www.washingtonpost.com/local/virginia-politics/northam-proposes-spending-to-stop-black-women-from-dying-in-childbirth/2019/12/09/47f410ce-1aa2-11ea-87f7-f2e91143c60d_story.html
[2] https://www.richmond.com/news/virginia/northam-unveils-plan-to-boost-maternal-health-reduce-racial-disparities/article_fc4d9cd7-17f9-5733-9f1b-d26091cbdadb.html
[2] http://wtkr.com/2019/12/09/gov-northams-proposed-budget-aims-to-combat-maternal-and-infant-mortality-racial-disparity/
[1] https://facebook.com/GovernorVA
[1] http://wtvr.com/2019/12/09/northam-maternal-and-infant-mortality-rate/
[1] https://www.virginiamercury.com/2019/12/09/three-things-northam-wants-to-do-to-lower-maternal-mortality-rates/
[1] http://jchc.virginia.gov/Virginia%20Maternal%20Mortality%20Data.pdf
[1] https://vpm.org/news/articles/9012/governor-northam-previews-maternal-mortality-budget-priorities
[1] https://twitter.com/RTDNEWS/status/1204067217425522688

Top URLs in Tweet in G10:
[1] https://www.telegraph.co.uk/global-health/women-and-girls/family-planning-agenda-deciding-future-millions-girls/
[1] https://medium.com/@UNDP_Kenya/reducing-maternal-mortality-through-human-rights-based-community-interventions-b37ca5163347
[1] https://philippines.unfpa.org/en/news/empowering-maranao-girls-against-child-marriage
[1] https://www.28toomany.org/country/sudan/
[1] https://cam-global.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[211] vox.com
[73] twitter.com
[23] reuters.com
[17] house.gov
[13] nytimes.com
[9] thehill.com
[8] virginiamercury.com
[8] virginia.gov
[6] hbr.org
[6] propublica.org

Top Domains in Tweet in G1:
[3] vox.com
[1] usatoday.com

Top Domains in Tweet in G2:
[133] vox.com
[7] twitter.com
[3] propublica.org
[3] postandcourier.com
[2] ihi.org
[2] mckinsey.com
[1] pewtrusts.org
[1] texas.gov
[1] radian6.com
[1] getpocket.com

Top Domains in Tweet in G4:
[4] twitter.com
[2] reproductiverights.org
[2] ourworldindata.org
[1] marianopolis.edu

Top Domains in Tweet in G5:
[32] vox.com
[17] twitter.com
[9] reuters.com
[5] thehill.com
[4] bizjournals.com
[3] dailycollegian.com
[2] co.ke
[2] instagram.com
[2] com.ng
[2] nytimes.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] elizabethwarren.com

Top Domains in Tweet in G7:
[16] house.gov
[6] twitter.com
[1] vice.com
[1] thehill.com
[1] instagram.com
[1] hmhbga.org
[1] khn.org
[1] abclawcenters.com
[1] guttmacher.org
[1] fox5dc.com

Top Domains in Tweet in G8:
[7] virginiamercury.com
[1] healthyfamiliesamerica.org
[1] wtvr.com
[1] dailyprogress.com
[1] virginia.gov
[1] roanoke.com
[1] richmond.com
[1] ms.gov

Top Domains in Tweet in G9:
[6] virginia.gov
[3] twitter.com
[2] washingtonpost.com
[2] richmond.com
[2] wtkr.com
[1] facebook.com
[1] wtvr.com
[1] virginiamercury.com
[1] vpm.org

Top Domains in Tweet in G10:
[1] co.uk
[1] medium.com
[1] unfpa.org
[1] 28toomany.org
[1] cam-global.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[78] maternalhealthpromise
[53] belarus
[45] reprohealth
[19] txlege
[16] medicareforall
[15] maternalmortality
[14] maternalhealth
[9] uhc
[9] healthcare
[9] ihiforum



Top Hashtags in Tweet in G1:
[4] rt

Top Hashtags in Tweet in G2:
[6] txlege
[3] medicaid
[2] maternalhealth
[2] ihiforum
[2] kenneyworld
[2] abpoli
[2] healthcare
[2] uninsured
[1] smfm20
[1] maternalmortality

Top Hashtags in Tweet in G3:
[2] medicareforall

Top Hashtags in Tweet in G4:
[1] prolife

Top Hashtags in Tweet in G5:
[4] texas
[4] healthcare
[4] maternalhealth
[3] mmrc
[3] womenshealth
[2] maternalmortality
[2] health
[2] enmnewshealth
[2] obgyn
[2] maternal

Top Hashtags in Tweet in G6:
[10] medicareforall
[2] warren2020
[1] winwithwarren
[1] nevereverwarren

Top Hashtags in Tweet in G7:
[4] florida
[3] nationalperinataltaskforce
[2] nurse
[2] paidleave
[2] inequities
[2] mentalhealth
[1] nih
[1] blackmaternalhealth
[1] maternalhealth
[1] fl14

Top Hashtags in Tweet in G8:
[4] homevisitingworks
[4] homevisiting
[4] traumainformedva
[2] erasemm
[1] hearher
[1] betterhealththroughbetterpartnerships
[1] mmria
[1] rva

Top Hashtags in Tweet in G9:
[3] rva
[2] vamaternalhealth
[2] healthequity
[2] nbcsl2019
[2] maternalmortality
[1] healthcare
[1] sdoh

Top Hashtags in Tweet in G10:
[53] belarus
[43] reprohealth
[6] philippine
[6] childmarriage
[3] 16days
[3] hdr2019
[2] endfgm
[2] endchildmarriage
[2] stvincentandthegrenadines
[2] saintlucia

Top Words
Top Words in Tweet in Entire Graph:
[5190] Words in Sentiment List#1: Positive
[6329] Words in Sentiment List#2: Negative
[21] Words in Sentiment List#3: Angry/Violent
[111825] Non-categorized Words
[123345] Total Words
[2112] texas
[2060] maternal
[1814] being
[1776] medicaid
[1740] times

Top Words in Tweet in G1:
[1555] ezraklein
[1555] texas
[1553] medicaid
[1552] application
[1552] 16
[1552] times
[1552] longer
[1552] 1040
[1552] tax
[1552] form

Top Words in Tweet in G2:
[341] texas
[291] juliaoftoronto
[213] uninsured
[202] pregnancy
[198] voxdotcom
[195] many
[194] worst
[192] childbirth
[188] women
[188] moms

Top Words in Tweet in G3:
[185] cost
[184] public_citizen
[152] maternal
[150] health
[150] care
[150] system
[150] highest
[148] 55t
[148] over
[148] next

Top Words in Tweet in G4:
[92] highest
[61] rates
[56] maternal
[56] mortality
[48] domestic
[37] abortion
[32] women
[32] madams8n
[31] anti
[28] states

Top Words in Tweet in G5:
[136] mortality
[135] maternal
[44] rates
[42] women
[33] health
[27] infant
[24] more
[24] texas
[24] rate
[20] uninsured

Top Words in Tweet in G6:
[96] donated
[96] campaign
[96] week
[96] later
[96] invited
[96] bar
[96] bushwick
[96] meet
[96] hear
[96] speak

Top Words in Tweet in G7:
[87] bmhcaucus
[82] maternal
[73] caucus
[68] website
[65] mortality
[64] launched
[62] co
[49] women
[41] black
[40] repunderwood

Top Words in Tweet in G8:
[123] maternal
[116] mortality
[86] surgeon_general
[69] cdcgov
[69] women
[69] year
[66] discussion
[66] die
[65] pregnancy
[64] shocking

Top Words in Tweet in G9:
[90] maternal
[82] mortality
[65] governorva
[46] disparity
[41] jennmcclellanva
[36] racial
[34] unacceptable
[32] virginia
[30] pleased
[30] during

Top Words in Tweet in G10:
[53] #belarus
[50] atayeshe
[44] child
[44] deliver
[43] touring
[43] mother
[43] centre
[43] minsk
[43] impressed
[43] commitment

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1621] texas,medicaid
[1618] medicaid,application
[1618] 16,times
[1618] times,longer
[1618] longer,1040
[1618] 1040,tax
[1618] tax,form
[1617] application,16
[1617] form,mistake
[1616] ezraklein,texas

Top Word Pairs in Tweet in G1:
[1552] texas,medicaid
[1552] medicaid,application
[1552] application,16
[1552] 16,times
[1552] times,longer
[1552] longer,1040
[1552] 1040,tax
[1552] tax,form
[1552] form,mistake
[1551] ezraklein,texas

Top Word Pairs in Tweet in G2:
[187] pregnancy,childbirth
[185] wondered,many
[185] many,moms
[185] moms,sick
[185] sick,die
[185] die,result
[185] result,pregnancy
[185] childbirth,here's
[185] here's,answer
[184] juliaoftoronto,wondered

Top Word Pairs in Tweet in G3:
[150] health,care
[150] care,system
[149] highest,maternal
[148] system,cost
[148] cost,55t
[148] 55t,over
[148] over,next
[148] next,decade
[148] decade,spending
[148] spending,highest

Top Word Pairs in Tweet in G4:
[49] maternal,mortality
[49] highest,rates
[48] rates,domestic
[24] domestic,violence
[24] domestic,homicide
[23] states,pass
[23] pass,anti
[23] anti,abortion
[23] abortion,bills
[23] bills,highest

Top Word Pairs in Tweet in G5:
[96] maternal,mortality
[25] mortality,rates
[20] infant,mortality
[16] mortality,rate
[13] uninsured,texas
[13] maternal,infant
[12] extraordinary,danger
[12] danger,being
[12] being,pregnant
[12] pregnant,uninsured

Top Word Pairs in Tweet in G6:
[96] donated,campaign
[96] campaign,week
[96] week,later
[96] later,invited
[96] invited,bar
[96] bar,bushwick
[96] bushwick,meet
[96] meet,hear
[96] hear,speak
[96] speak,stayed

Top Word Pairs in Tweet in G7:
[61] website,launched
[60] maternal,mortality
[35] caucus,website
[34] bmhcaucus,repadams
[31] co,founder
[31] founder,co
[31] co,chair
[31] chair,bmhcaucus
[31] repadams,excited
[31] excited,announce

Top Word Pairs in Tweet in G8:
[112] maternal,mortality
[64] shocking,stats
[64] stats,cdcgov
[64] cdcgov,maternal
[64] mortality,discussion
[64] discussion,700
[64] 700,women
[64] women,die
[64] die,each
[64] each,year

Top Word Pairs in Tweet in G9:
[64] maternal,mortality
[31] racial,disparity
[28] died,childbirth
[28] childbirth,2015
[28] 2015,hits
[28] hits,close
[28] close,home
[28] home,pleased
[28] pleased,share
[28] share,birth

Top Word Pairs in Tweet in G10:
[43] touring,mother
[43] mother,child
[43] child,centre
[43] centre,minsk
[43] minsk,impressed
[43] impressed,commitment
[43] commitment,#belarus
[43] #belarus,deliver
[43] deliver,quality
[43] quality,#reprohealth

Top Replied-To
Top Replied-To in Entire Graph:
@432chloedavis
@repunderwood
@jennmcclellanva
@abm_paints
@neel_shah
@drashsaleh
@aoc
@llvllisun15
@theihi
@ajph

Top Replied-To in G1:
@stephenbright
@damorgan

Top Replied-To in G2:
@obmd
@theihi
@texasstandard
@ebisquito

Top Replied-To in G3:
@public_citizen

Top Replied-To in G4:
@432chloedavis
@drashsaleh
@llvllisun15
@libertydadatx
@madams8n
@dontpuntme
@onemans_thought
@hylianapologist
@missionman_mkiv
@nukegirl82

Top Replied-To in G6:
@seriouslyjr
@heathermh1980
@rockymountviews
@adamcbest
@novusdivus

Top Replied-To in G7:
@repunderwood
@4kira4moms
@eleanornorton

Top Replied-To in G8:
@surgeon_general

Top Replied-To in G9:
@jennmcclellanva
@governorva

Top Replied-To in G10:
@undp
@canadamidwives

Top Mentioned
Top Mentioned in Entire Graph:
@ezraklein
@juliaoftoronto
@voxdotcom
@public_citizen
@aprilglick
@surgeon_general
@propublica
@bmhcaucus
@cdcgov
@governorva

Top Mentioned in G1:
@ezraklein
@laprogressive
@tinaissa

Top Mentioned in G2:
@juliaoftoronto
@voxdotcom
@propublica
@byninamartin
@ezraklein
@cecilerichards
@neel_shah
@hope012015
@texastribune
@ldelion

Top Mentioned in G3:
@public_citizen
@repjayapal
@ezraklein
@rachellucca1
@eagankemp

Top Mentioned in G4:
@madams8n
@reprorights
@momoascrunchie
@happywife151
@xanadu297
@ladyfey12
@prayingmrs
@unite_and_fight
@libertydadatx
@warlikefire

Top Mentioned in G5:
@pairsonnalitesu
@hedenngo
@kevinmd
@womens_womens

Top Mentioned in G6:
@aprilglick
@ewarren
@dallasforwarren
@kamalaharris
@ewarre
@ezraklein
@reprorights
@public_citizen
@notcapnamerica
@akeemcrain

Top Mentioned in G7:
@bmhcaucus
@repadams
@repunderwood
@blkmamasmatter
@nihdirector
@repmaloney
@nimhd
@nichd_nih
@marchofdimes
@repdwstweets

Top Mentioned in G8:
@surgeon_general
@cdcgov
@pcaamerica
@rtdnews
@chcollier
@acogaction
@families4wardva
@mercuryvirginia
@mechelleh
@governorva

Top Mentioned in G9:
@governorva
@jennmcclellanva
@paulbegala
@vablackcaucus
@vasecofhealth
@vdhgov
@halaayala
@camthompsoncbs6
@vahousedems
@delegateaird

Top Mentioned in G10:
@atayeshe
@unpeacekeeping
@un
@undpbarbados
@iori_unfpa
@unfpa
@barbados
@undp
@efora_coalition
@asteiner

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalitesu
@delta
@solutioneer72
@ez4u2say_janis
@phillip92321
@dancas2
@bannerite
@citrus_kyoto
@atlantanewsfeed
@guillermoesnal

Top Tweeters in G1:
@dancas2
@guillermoesnal
@katcapps
@sophialamar1
@ami_tvdfan
@lizditz
@disasterpastor
@c_coolidge
@oufenix
@linda1746

Top Tweeters in G2:
@kak089
@foggybottomgal
@givemepie360
@loulachat
@betterw05759703
@nembotavy_0101
@kellyrek
@anydel
@kmontenegro
@iggy

Top Tweeters in G3:
@cheezwitham
@bmangh
@micjojd
@dpmax100
@lawgirl318
@genghisgalahad2
@sabulosaa
@dvanhook822
@socratic1
@mrc_slc

Top Tweeters in G4:
@lisawinslow
@donnalburnell
@fight4women
@randomnobody86
@mzgreen66
@horticarter34
@norcoslinger
@malo_j
@emoceliya
@aditacruz75

Top Tweeters in G5:
@pairsonnalitesu
@atlantanewsfeed
@teakinrj
@joanpennnative
@greeenorg
@wonkporn
@jimbonz
@almalathnetwork
@reutersus
@thestarkenya

Top Tweeters in G6:
@citrus_kyoto
@akuma_river
@damonbethea1
@business
@angelakrebs444
@njmike731
@sfh2019
@susan_borts
@edskipper
@djmincey11

Top Tweeters in G7:
@solutioneer72
@markburgerenerg
@detroitrueblue
@zipillinois
@monitor_ph
@vice
@tonyaaronii
@deoliver47
@maybeawriter
@healthpolicygrp

Top Tweeters in G8:
@franceafrik
@samy45
@joanndwyer5
@doritmi
@ta7rmpmike
@kimberlyarchie
@gnobreakthrough
@rtdnews
@armando_ribeiro
@littlehawk463

Top Tweeters in G9:
@donotgiveuphope
@wtf_imtooold
@wtkr3
@ndngenuity
@cbs6
@kp_folarin
@lindafmanuel
@graceloum
@wavy_news
@debrahange1

Top Tweeters in G10:
@telegraph
@rossasf1
@talentahereza
@salhaj
@suncemore1
@un
@newsofstlucia
@undp
@vucnik
@nancy_marangu


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