Maternal health, Twitter, 11/29/2021 5:40:39 AM, 267164


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Maternal health_2021-11-28_21-10-58.xlsx
Maternal health_2021-11-28_21-10-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2021
Short Description:
Maternal health via NodeXL https://bit.ly/3DeyiX7
@repunderwood
@bmhcaucus
@senwhitehouse
@nih_orwh
@rcmienews
@world_midwives
@crehipp
@marchofdimesceo
@linosmuvhu
@wilson_mhi

Top hashtags:
#buildbackbetter
#momnibus
#empoweringnarishakti
#orangetheworld

Description:
Description
The graph represents a network of 7,472 Twitter users whose tweets in the requested range contained "Maternal health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 29 November 2021 at 05:17 UTC.

The requested start date was Monday, 29 November 2021 at 01:01 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 10-day, 11-hour, 0-minute period from Thursday, 18 November 2021 at 13:44 UTC to Monday, 29 November 2021 at 00:44 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 : 7472
Unique Edges : 4314
Edges With Duplicates : 11094
Total Edges : 15408
Number of Edge Types : 5
Replies to : 280
Tweet : 1645
Mentions : 1699
Retweet : 5151
MentionsInRetweet : 6633
Self-Loops : 1698
Reciprocated Vertex Pair Ratio : 0.0255050505050505
Reciprocated Edge Ratio : 0.0497414429943364
Connected Components : 1472
Single-Vertex Connected Components : 848
Maximum Vertices in a Connected Component : 3127
Maximum Edges in a Connected Component : 7720
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.290552
Graph Density : 0.000145494771073418
Modularity : 0.535202
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,472 Twitter users whose tweets in the requested range contained "Maternal health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 29 November 2021 at 05:17 UTC.

The requested start date was Monday, 29 November 2021 at 01:01 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 10-day, 11-hour, 0-minute period from Thursday, 18 November 2021 at 13:44 UTC to Monday, 29 November 2021 at 00:44 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 health
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:
[140] https://www.nytimes.com/interactive/2021/11/17/opinion/maternal-pregnancy-health.html
[51] https://www.nytimes.com/interactive/2021/11/17/opinion/maternal-pregnancy-health.html?smid=tw-share
[37] https://twitter.com/lydiadepillis/status/1456734385235972101
[29] https://www.lshtm.ac.uk/study/research/nagasaki-lshtm-phd/climate-change-maternal-neonatal-health-sub-Saharan-Africa
[28] https://sokodirectory.com/2021/11/how-sportpesa-is-helping-kenya-reduce-maternal-and-perinatal-mortality/
[24] https://www.statnews.com/2021/11/18/a-win-for-black-maternal-health-advocates-as-congress-moves-to-set-up-new-va-program/
[20] https://www.nytimes.com/interactive/2021/11/17/opinion/maternal-pregnancy-health.html?referringSource=articleShare
[17] https://www.twbstaffsandstoke.org.uk/get-involved/maternity-services-transformation
[16] https://www.mentaldaily.com/article/2021/11/maternal-vitamin-d-deficiency-linked-to-risk-of-autism-in-offspring
[12] https://twinybots.ch/

Top URLs in Tweet in G1:
[24] https://www.nytimes.com/interactive/2021/11/17/opinion/maternal-pregnancy-health.html
[22] https://www.nytimes.com/interactive/2021/11/17/opinion/maternal-pregnancy-health.html?smid=tw-share
[6] https://twinybots.ch/
[6] https://hbr.org/2021/08/how-ai-could-help-doctors-reduce-maternal-mortality
[4] https://www.nytimes.com/interactive/2021/11/17/opinion/maternal-pregnancy-health.html?referringSource=articleShare
[3] https://smartstartcentraloklahoma.org/register-early-birds-class
[3] https://www.statnews.com/2021/11/18/a-win-for-black-maternal-health-advocates-as-congress-moves-to-set-up-new-va-program/
[3] https://asuevents.asu.edu/content/transcend-maternal-child-health-research-seminar-series-nutrition-interventions-using
[3] https://americanindependent.com/maternal-health-infant-mortality-racial-disparities-march-of-dimes-report/
[3] https://www.chcs.org/resource/addressing-racial-and-ethnic-disparities-in-maternal-and-child-health-through-home-visiting-programs/

Top URLs in Tweet in G2:
[20] https://www.statnews.com/2021/11/18/a-win-for-black-maternal-health-advocates-as-congress-moves-to-set-up-new-va-program/
[14] https://www.nytimes.com/interactive/2021/11/17/opinion/maternal-pregnancy-health.html
[12] https://www.nytimes.com/interactive/2021/11/17/opinion/maternal-pregnancy-health.html?referringSource=articleShare
[4] https://www.gagives.org/organization/Black-Mamas-Matter-Alliance
[3] https://tcf.org/content/commentary/four-ways-build-back-better-act-improve-black-maternal-health/
[3] https://blackmaternalhealthcaucus-underwood.house.gov/media/press-releases/black-maternal-health-caucus-celebrates-historic-passage-momnibus-build-back
[3] https://twitter.com/BMHCaucus/status/1461716457142861831
[2] https://thehillmaternalhealth.splashthat.com/
[2] https://twitter.com/MomsRising/status/1461417898300538880
[2] https://tcf.org/content/commentary/reintroduction-black-maternal-health-momnibus-cause-celebration-call-action/?session=1

Top URLs in Tweet in G3:
[4] https://www.nytimes.com/interactive/2021/11/17/opinion/maternal-pregnancy-health.html
[1] https://twitter.com/alexberesfordtv/status/1461609380600766466
[1] https://www.statnews.com/2021/11/23/staggering-toll-pregnancy-childbirth-related-complications/
[1] http://arsenalfordemocracy.com/2021/11/22/november-1921-sheppard-towner-act-arsenal-for-democracy-ep-400/
[1] https://fox8.com/news/coronavirus/ohio-health-leaders-urge-pregnant-women-to-get-vaccinated-for-covid-19-following-cdc-warning/
[1] https://twitter.com/RepUnderwood/status/1463878893249597442
[1] https://underwood.house.gov/media/press-releases/underwood-s-momnibus-passes-house-build-back-better-act-makes-largest
[1] https://twitter.com/RepUnderwood/status/1460739456395141122
[1] https://twitter.com/Peachie100/status/1461090601210990595
[1] https://twitter.com/AAN_Nursing/status/1461751676038230029

Top URLs in Tweet in G4:
[1] https://www.nytimes.com/interactive/2021/11/17/opinion/maternal-pregnancy-health.html?searchResultPosition=3
[1] https://www.healthaffairs.org/toc/hlthaff/40/10?cookieSet=1
[1] https://www.brown.senate.gov/newsroom/press/release/brown-pregnant-mothers-health-care
[1] https://www.nap.edu/catalog/26307/advancing-maternal-health-equity-and-reducing-maternal-morbidity-and-mortality
[1] https://americanindependent.com/maternal-health-infant-mortality-racial-disparities-march-of-dimes-report/

Top URLs in Tweet in G5:
[3] https://www.newtimes.co.rw/lifestyle/medical-student-leverages-tech-revolutionise-maternal-health
[2] https://twitter.com/Imbuto/status/1461353315548106759
[1] https://twitter.com/NewTimesRwanda/status/1463817252277563394
[1] https://www.newtimes.co.rw/news/imbuto-foundation-joins-maternal-child-health-week
[1] https://twitter.com/newtimesrwanda/status/1463817252277563394
[1] https://www.newtimes.co.rw/lifestyle/medical-student-leverages-tech-revolutionise-maternal-health#.YZ_2vOH7BWQ.twitter
[1] https://www.sadc.int/news-events/news/sadc-launches-sexual-and-reproductive-health-and-rights-scorecard-address-high-maternal-mortality-rates-and-gbv/

Top URLs in Tweet in G6:
[28] https://www.lshtm.ac.uk/study/research/nagasaki-lshtm-phd/climate-change-maternal-neonatal-health-sub-Saharan-Africa
[2] https://zoom.us/webinar/register/5216372301376/WN_UoYs2HVMQ4OqoJc4xShtCQ
[1] https://www.westonaprice.org/health-topics/questions-and-answers-about-covid-19-injections/
[1] https://www.rcog.org.uk/en/blog/inequalities-maternal-perinatal-care/
[1] https://audioboom.com/posts/7982703-professor-marian-knight-leading-maternal-and-child-research
[1] https://twitter.com/researchsanyu/status/1462077551644446729
[1] https://www.lshtm.ac.uk/study/research/nagasaki-lshtm-phd/consent-debrief-major-obstetric-surgery
[1] https://sanyuresearch.org/news/india-birth-network-applications-open/
[1] https://twitter.com/ResearchSanyu/status/1463958368960360452
[1] http://www.lshtm.ac.uk/study/research/nagasaki-lshtm-phd/climate-change-maternal-neonatal-health-sub-Saharan-Africa

Top URLs in Tweet in G7:
[1] https://www.freepressjournal.in/business/niti-aayog-mpi-reveals-bihar-jharkhand-up-as-poorest-states-in-india

Top URLs in Tweet in G8:
[6] https://www.maternaljournal.org/book
[3] https://marylandpatientsafety.org/maternal-health-equity-a-holistic-approach-to-improving-outcomes-for-black-mothers/
[2] https://www.healio.com/news/womens-health-ob-gyn/20211124/maternal-depression-linked-with-longterm-economic-instability
[2] https://www.nytimes.com/interactive/2021/11/17/opinion/maternal-pregnancy-health.html
[1] https://www.eventbrite.com/o/maternal-journal-30406767800
[1] https://twitter.com/midwiferyforum/status/1461638999437713408
[1] https://twitter.com/mdpatientsafety/status/1464231001643753479
[1] https://twitter.com/PostLive/status/1460982679826882564
[1] https://www.gofundme.com/f/help-improve-maternity-services-mangoase-ghana
[1] https://twitter.com/arc_S_Lppi/status/1463879490682204167

Top URLs in Tweet in G9:
[1] https://americanindependent.com/maternal-health-infant-mortality-racial-disparities-march-of-dimes-report/?utm_content=buffera941a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://americanindependent.com/maternal-health-infant-mortality-racial-disparities-march-of-dimes-report/?utm_content=buffer1dc24&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://americanindependent.com/maternal-health-infant-mortality-racial-disparities-march-of-dimes-report/?utm_content=buffer94cdd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[36] https://twitter.com/lydiadepillis/status/1456734385235972101

Top Domains
Top Domains in Tweet in Entire Graph:
[245] nytimes.com
[208] twitter.com
[41] statnews.com
[37] google.com
[37] ac.uk
[33] sokodirectory.com
[25] org.uk
[20] americanindependent.com
[16] mentaldaily.com
[15] zoom.us

Top Domains in Tweet in G1:
[64] nytimes.com
[51] twitter.com
[34] google.com
[6] zoom.us
[6] twinybots.ch
[6] hbr.org
[6] facebook.com
[6] ngotenders.net
[5] statnews.com
[4] dove.com

Top Domains in Tweet in G2:
[33] nytimes.com
[28] statnews.com
[25] twitter.com
[6] marchofdimes.org
[6] tcf.org
[6] house.gov
[4] gagives.org
[4] clasp.org
[3] ama-assn.org
[3] newsecuritybeat.org

Top Domains in Tweet in G3:
[6] twitter.com
[4] nytimes.com
[2] podbean.com
[1] statnews.com
[1] arsenalfordemocracy.com
[1] fox8.com
[1] house.gov

Top Domains in Tweet in G4:
[1] nytimes.com
[1] healthaffairs.org
[1] senate.gov
[1] nap.edu
[1] americanindependent.com

Top Domains in Tweet in G5:
[5] co.rw
[4] twitter.com
[1] sadc.int

Top Domains in Tweet in G6:
[31] ac.uk
[3] twitter.com
[3] co.uk
[2] zoom.us
[1] westonaprice.org
[1] org.uk
[1] audioboom.com
[1] sanyuresearch.org
[1] fit-for-purpose.org

Top Domains in Tweet in G7:
[1] freepressjournal.in

Top Domains in Tweet in G8:
[6] maternaljournal.org
[4] twitter.com
[3] marylandpatientsafety.org
[2] healio.com
[2] ac.uk
[2] nytimes.com
[1] eventbrite.com
[1] gofundme.com
[1] cbc.ca
[1] co.uk

Top Domains in Tweet in G9:
[3] americanindependent.com

Top Domains in Tweet in G10:
[36] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[870] buildbackbetter
[319] momnibus
[272] empoweringnarishakti
[265] orangetheworld
[181] buildbackbetteract
[62] maternalhealth
[54] health
[40] sportpesabeyondsports
[34] maternal
[28] econtwitter



Top Hashtags in Tweet in G1:
[192] orangetheworld
[190] empoweringnarishakti
[18] health
[16] maternalhealth
[13] healthequity
[10] maternal
[9] healthcare
[6] givingtuesday
[5] maternalmortality
[4] buildbackbetter

Top Hashtags in Tweet in G2:
[209] buildbackbetter
[159] momnibus
[34] buildbackbetteract
[23] earlyedchat
[22] ourbodiesarerespected
[18] maternalhealth
[17] paidleave
[11] maternalmortality
[8] decolonizebirth
[7] maternalmentalhealth

Top Hashtags in Tweet in G3:
[421] buildbackbetter
[129] momnibus
[111] buildbackbetteract
[2] actonclimate
[2] samsays
[1] maternalhealth
[1] healthdisparities
[1] illinois

Top Hashtags in Tweet in G4:
[54] buildbackbetter
[4] momnibus
[1] healthymom
[1] medicareforall
[1] acnmhealthpolicysummit
[1] demvoice1
[1] paidleave

Top Hashtags in Tweet in G5:
[6] rwot
[6] sadc
[2] imbutoturns20
[1] womeninict
[1] healthtech
[1] facesofimbuto
[1] mch21rw
[1] faces

Top Hashtags in Tweet in G6:
[8] herpes
[4] research
[3] apd2021
[2] nutrition
[1] mytwitteranniversary
[1] maternity
[1] midwifery
[1] thyroid
[1] preventablematernaldeaths
[1] evidencebasedhealthcare

Top Hashtags in Tweet in G7:
[1] bihar
[1] multidimensionalpovertyindex

Top Hashtags in Tweet in G8:
[9] worldchildrensday
[3] givingtuesday
[2] caring4md
[2] capitalismkills
[1] maternalhealthequity
[1] marchwithmidwives
[1] fivexmore
[1] blm
[1] blackmaternalhealth
[1] childhood

Top Hashtags in Tweet in G9:
[1] buildbackbetter
[1] momnibus

Top Hashtags in Tweet in G10:
[4] buildbackbetter
[1] momnibus

Top Words
Top Words in Tweet in Entire Graph:
[5680] health
[5536] maternal
[1587] act
[1202] care
[1176] black
[1174] mortality
[1023] deaths
[877] during
[874] women
[870] #buildbackbetter

Top Words in Tweet in G1:
[1019] health
[927] maternal
[445] mortality
[406] deaths
[399] rate
[392] due
[388] aggression
[382] professionals
[266] care
[247] infant

Top Words in Tweet in G2:
[612] maternal
[524] health
[426] act
[209] #buildbackbetter
[187] black
[176] investments
[171] includes
[171] historic
[167] better
[164] back

Top Words in Tweet in G3:
[875] act
[574] maternal
[566] health
[551] repunderwood
[536] includes
[445] black
[421] #buildbackbetter
[416] momnibus
[415] thankful
[412] today

Top Words in Tweet in G4:
[406] maternal
[406] health
[340] care
[338] during
[337] parent
[337] tell
[337] essential
[337] both
[337] pregnancy
[337] reason

Top Words in Tweet in G5:
[81] newtimesrwanda
[65] behind
[64] marie
[64] chantal
[64] umunyana
[64] tech
[62] final
[62] year
[62] medical
[62] student

Top Words in Tweet in G6:
[80] maternal
[74] health
[42] lshtm
[40] phd
[40] newborn
[31] 1verofilippi
[30] two
[28] scholarships
[28] advertised
[28] brilliant

Top Words in Tweet in G7:
[178] poverty
[125] thesaudadeguy
[98] 1st
[94] index
[90] niti
[90] multidimensional
[89] aayog's
[89] national
[88] kerala's
[88] ranks

Top Words in Tweet in G8:
[57] maternal
[40] health
[25] mental
[23] journaling
[23] address
[21] uk
[19] midwifery
[19] journal
[19] pregnancy
[18] good

Top Words in Tweet in G9:
[94] amerindependent
[91] report
[91] pregnancy
[89] march
[89] dimes
[89] found
[89] related
[89] deaths
[89] doubled
[89] last

Top Words in Tweet in G10:
[228] worst
[114] women
[114] 8th
[64] maternal
[64] health
[58] state
[57] sc
[57] ranks
[57] 5th
[57] 4th

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2573] maternal,health
[1022] maternal,mortality
[860] black,maternal
[702] #buildbackbetter,act
[696] health,care
[533] momnibus,act
[497] health,momnibus
[471] act,includes
[456] today,thankful
[456] thankful,#buildbackbetter

Top Word Pairs in Tweet in G1:
[416] maternal,mortality
[222] maternal,health
[197] deaths,100
[197] 100,000
[196] mortality,rate
[196] birth,during
[195] infant,maternal
[195] health,system
[195] rate,birth
[195] during,aggression

Top Word Pairs in Tweet in G2:
[352] maternal,health
[162] build,back
[162] back,better
[157] black,maternal
[156] better,act
[153] #buildbackbetter,act
[139] maternal,mortality
[109] historic,investments
[92] house,passed
[87] includes,eligible

Top Word Pairs in Tweet in G3:
[553] maternal,health
[417] #buildbackbetter,act
[417] black,maternal
[415] act,includes
[412] today,thankful
[412] thankful,#buildbackbetter
[412] includes,black
[412] health,momnibus
[412] momnibus,act
[412] act,invests

Top Word Pairs in Tweet in G4:
[394] maternal,health
[337] parent,tell
[337] tell,maternal
[337] health,care
[337] care,essential
[337] essential,both
[337] both,during
[337] during,pregnancy
[337] pregnancy,reason
[336] senwhitehouse,parent

Top Word Pairs in Tweet in G5:
[64] marie,chantal
[64] chantal,umunyana
[62] umunyana,final
[62] final,year
[62] year,medical
[62] medical,student
[62] student,tech
[62] tech,innovator
[62] innovator,brains
[62] brains,behind

Top Word Pairs in Tweet in G6:
[40] maternal,newborn
[40] newborn,health
[28] phd,maternal
[28] health,lshtm
[28] lshtm,two
[28] two,scholarships
[28] scholarships,advertised
[28] advertised,brilliant
[28] brilliant,topics
[27] 1verofilippi,phd

Top Word Pairs in Tweet in G7:
[90] multidimensional,poverty
[90] poverty,index
[89] niti,aayog's
[89] aayog's,national
[89] national,multidimensional
[88] index,kerala's
[88] kerala's,ranks
[88] ranks,major
[88] major,indexes
[88] indexes,poverty

Top Word Pairs in Tweet in G8:
[19] mental,health
[19] maternal,journal
[18] good,staffing
[18] staffing,quality
[18] quality,working
[18] working,conditions
[18] conditions,autonomy
[18] autonomy,equitable
[18] equitable,pay
[18] pay,midwifery

Top Word Pairs in Tweet in G9:
[89] march,dimes
[89] dimes,report
[89] report,found
[89] found,pregnancy
[89] pregnancy,related
[89] related,deaths
[89] deaths,doubled
[89] doubled,last
[89] last,30
[89] 30,years

Top Word Pairs in Tweet in G10:
[114] 8th,worst
[57] sc,ranks
[57] ranks,5th
[57] 5th,worst
[57] worst,state
[57] state,women
[57] women,4th
[57] 4th,worst
[57] worst,women
[57] women,economic

Top Replied-To
Top Replied-To in Entire Graph:
@sportpesa
@_cingraham
@narendramodi
@gregabbott_tx
@globalsurgeryjc
@manojshukul
@babyfriendly
@garethman
@candynasir
@zinkrocks

Top Replied-To in G1:
@dleads_

Top Replied-To in G2:
@craigipedia
@housedemocrats
@craigcaplan
@tosinadeda
@ama
@nyt
@missled2u
@janet4iowa
@abbykochphd

Top Replied-To in G3:
@jayteeexcel
@magi_jay

Top Replied-To in G4:
@repjayapal

Top Replied-To in G5:
@umunyanachantal
@newtimesrwanda
@baganizierick

Top Replied-To in G6:
@garethiacobucci
@alicebgray
@teesta_dey
@edctp

Top Replied-To in G7:
@sp48473132
@thesaudadeguy
@nitiaayog

Top Replied-To in G8:
@makesmilk
@sheena_byrom
@cathode_blue

Top Mentioned
Top Mentioned in Entire Graph:
@repunderwood
@senwhitehouse
@thesaudadeguy
@laurenunderwood
@amerindependent
@bmhcaucus
@ravenscimaven
@beebinton
@yostephon
@lifeofprettie

Top Mentioned in G1:
@amenasbl
@sling_c
@michaelgrant_cj
@healthypinellas
@al101es
@hh773036818
@jmanavadar
@sharmaajaybjp

Top Mentioned in G2:
@bmhcaucus
@laurenunderwood
@vp
@repadams
@everymomcounts
@naral
@finneyk
@marchofdimes
@repunderwood
@statnews

Top Mentioned in G3:
@repunderwood
@laurenunderwood
@bmhcaucus
@repkahele
@msmagazine
@afdradio
@bethanylilly
@jesspish
@jeffdc5
@magi_jay

Top Mentioned in G4:
@senwhitehouse
@pattymurray
@repunderwood
@laurenunderwood
@resisterchic
@sensherrodbrown
@naral
@repjayapal
@repkahele
@bmhcaucus

Top Mentioned in G5:
@newtimesrwanda
@gasabo_district
@umubyeyi_rw
@urphsa
@umunyanachantal
@rwandahealth
@usambrwanda
@awerwanda
@imbuto
@furahaespoir1

Top Mentioned in G6:
@1verofilippi
@rcobsgyn
@lshtm
@chamnha1
@adweeks
@marianfknight
@midwivesrcm
@whoccgwh
@bicsoc
@bmfmsnews

Top Mentioned in G7:
@thesaudadeguy
@vijayanpinarayi
@nitiaayog

Top Mentioned in G8:
@helloannahorn
@godfrey_isaacs
@world_midwives
@maternaljrnl
@missmcgowan
@mdpatientsafety
@marynewburn1
@canadamidwives
@mmhalliance
@blisscharity

Top Mentioned in G9:
@amerindependent
@snipy
@senwhitehouse
@repunderwood
@repbourdeaux

Top Mentioned in G10:
@vickiringer
@lydiadepillis
@charles_gaba
@senwhitehouse
@repunderwood
@bmhcaucus
@repkahele
@laurenunderwood
@repmgs

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@pairsonnalitesu
@pairsonnalitesa
@monicasloves
@mattmurph24
@solutioneer72
@kat4obama
@rjber15
@7b73f39b85e1415
@cloudwanderer3

Top Tweeters in G1:
@pairsonnalitesu
@pairsonnalitesa
@pairsonnalitesn
@dev_discourse
@frontendla
@jrehnj
@outlookindia
@removegopnow
@miragenewscom
@nks0010

Top Tweeters in G2:
@solutioneer72
@rjber15
@bannerite
@thehill
@givemepie360
@kak089
@1loriking
@amyayers16
@carrybeyond
@samhainnight

Top Tweeters in G3:
@wildwillow65
@jamestoupin
@jhamby
@fieryreddragon
@straitarrow10
@gwydion620
@skepmi
@darrellpmwest
@docrocktex26
@thomasjankow

Top Tweeters in G4:
@monicasloves
@inspiteoftrump
@manmet80
@carolmaewy
@sallyagale
@antipandemonium
@familygrowing1
@margaritateresa
@wismiss3
@mikereesem

Top Tweeters in G5:
@africaupdates
@nyac_juru_jesse
@tujyekunywa
@albcontact
@harerimana_tito
@vapopya1
@wilsonally05
@musirikaredavid
@newtimesrwanda
@mashinanimedic

Top Tweeters in G6:
@willdesireemoyo
@bmj_latest
@ronnocm2
@werrylettuce
@wapflondon
@wincrotty1
@wordwhisperer
@cropage
@midwivesrcm
@globalhlthtwit

Top Tweeters in G7:
@gr8india
@simplecommonman
@fpjindia
@narayanannairpv
@dearthofsid
@nk1676
@shameemkerala
@ivivek_nambiar
@sheenm12
@babariajaidip

Top Tweeters in G8:
@alexcburrows
@sheena_byrom
@iskandrah
@lizmayessex
@evanteijlingen
@samoonaaa
@helengrayibclc
@lemoustier
@cathode_blue
@marciofossari

Top Tweeters in G9:
@stanspak
@cultiv8hope
@arctichamster
@thumppooh
@smartdissent
@jhdjane
@juanberjano
@jesusnarrowway
@chark5678
@msdmurph

Top Tweeters in G10:
@cloudwanderer3
@tadrow
@watchyourrepssc
@aviflygirl
@frannyhelen
@kriscolvin
@melodyisdestiny
@dawn_dawnandava
@madelynerants
@pensivetm