Maternal health, Twitter, 8/17/2020 4:15:36 AM, 232766


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Maternal health_2020-08-16_20-38-40.xlsx
Maternal health_2020-08-16_20-38-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2020
Short Description:
Maternal health via NodeXL https://bit.ly/3g7aCbo
@senwarren
@senkamalaharris
@repunderwood
@helengrayibclc
@metiebetmd
@everymomcounts
@epiafric
@jillgw
@usaidgh
@nakkazi

Top hashtags:
#covid19
#postpartum
#wbw2020
#medicaid
#maternal
#breastfeeding
#babylosshour

Description:
Description
The graph represents a network of 7,437 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, 17 August 2020 at 03:45 UTC.

The requested start date was Monday, 17 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 8-day, 19-hour, 52-minute period from Wednesday, 05 August 2020 at 17:58 UTC to Friday, 14 August 2020 at 13:50 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 : 7437
Unique Edges : 5596
Edges With Duplicates : 14458
Total Edges : 20054
Number of Edge Types : 5
Retweet : 5891
MentionsInRetweet : 11014
Tweet : 935
Mentions : 1903
Replies to : 311
Self-Loops : 968
Reciprocated Vertex Pair Ratio : 0.0178685386088066
Reciprocated Edge Ratio : 0.0351097178683386
Connected Components : 881
Single-Vertex Connected Components : 386
Maximum Vertices in a Connected Component : 4474
Maximum Edges in a Connected Component : 15325
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.460302
Graph Density : 0.000201893141043543
Modularity : 0.508194
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,437 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, 17 August 2020 at 03:45 UTC.

The requested start date was Monday, 17 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 8-day, 19-hour, 52-minute period from Wednesday, 05 August 2020 at 17:58 UTC to Friday, 14 August 2020 at 13:50 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:
[119] https://19thnews.org/2020/08/harris-vp-pick-maternal-mortality-experts-ally/
[107] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality
[32] http://www.dcmaternalhealth.com
[27] https://twitter.com/SenWarren/status/1292861925215342594
[17] https://www.azadlab.ca/staff-positions.html
[16] https://psychcentral.com/blog/maternal-mental-health-mommy-brain/
[15] https://kathmandupost.com/health/2020/08/13/covid-19-taking-away-nepal-s-achievement-in-maternal-health
[14] https://www.nytimes.com/2020/08/06/nyregion/childbirth-Covid-Black-mothers.html
[13] https://nyshealthfoundation.org/resource/complications-of-childbirth-racial-ethnic-disparities-in-severe-maternal-morbidity-in-new-york-state/
[12] https://www.nbcnews.com/health/womens-health/u-s-finally-has-better-maternal-mortality-data-black-mothers-n1125896

Top URLs in Tweet in G1:
[26] https://twitter.com/SenWarren/status/1292861925215342594
[8] https://19thnews.org/2020/08/democrats-focus-new-legislation-on-the-pandemics-effect-on-maternal-mortality/
[5] https://19thnews.org/2020/08/harris-vp-pick-maternal-mortality-experts-ally/
[4] https://underwood.house.gov/media/press-releases/underwood-warren-introduce-bicameral-legislation-safeguard-maternal-health
[4] https://twitter.com/ppact/status/1293223203658244103
[2] https://eventscribe.com/2020/AMCHPvirtual/
[2] https://twitter.com/AMCHP_Advocacy/status/1292836850592362496
[2] https://coloradomaternalmentalhealth.org/
[2] https://www.cgdev.org/blog/indirect-health-effects-covid-19-challenges-living-through-pandemic
[2] https://twitter.com/RepUnderwood/status/1292939616748802048

Top URLs in Tweet in G2:
[82] https://19thnews.org/2020/08/harris-vp-pick-maternal-mortality-experts-ally/
[3] https://twitter.com/patrici15767099/status/1293627792131796998
[2] https://www.essence.com/feature/black-maternal-health-crisis-kamala-harris/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-button-sharing
[2] https://www.cdc.gov/hearher/maternal-warning-signs/index.html
[1] https://www.essence.com/feature/black-maternal-health-crisis-kamala-harris/
[1] https://twitter.com/blackwomenviews/status/1121479882452676608?s=19
[1] https://twitter.com/blackwomenviews/status/1120804385901240320?s=19
[1] https://twitter.com/AishaMoodMills/status/1128771255023362050
[1] https://nyshealthfoundation.org/resource/complications-of-childbirth-racial-ethnic-disparities-in-severe-maternal-morbidity-in-new-york-state/
[1] https://mchb.hrsa.gov/training/tr_internship-hrsa.asp

Top URLs in Tweet in G3:
[7] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality
[7] https://psychcentral.com/blog/maternal-mental-health-mommy-brain/
[4] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[4] https://psychcentral.com/blog/maternal-mental-health-mommy-brain/?utm_source=dlvr.it&utm_medium=twitter
[3] https://petition.parliament.uk/petitions/301079
[3] https://www.nytimes.com/2020/08/06/nyregion/childbirth-Covid-Black-mothers.html?referringSource=articleShare
[3] https://www.self.com/story/coronavirus-black-maternal-mortality
[3] https://www.sciencedaily.com/releases/2020/08/200810183926.htm
[2] https://www.brookings.edu/research/all-in-the-family-a-comprehensive-approach-to-maternal-and-child-health-in-the-opioid-crisis/
[2] https://www.mother.ly/news/the-world-health-organization-says-burnout-is-real?fbclid=IwAR2iPLZnCLYMcjZ35-6GqU_pHqN6jes3-R8Lb0B_BPfvvEuliFe9mP7U9z0

Top URLs in Tweet in G4:
[1] https://twitter.com/firstthingsmag/status/1291148226708549634

Top URLs in Tweet in G5:
[17] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality
[5] https://rwjms.rutgers.edu/community_health/other/project-echo/maternal-child-health-and-oud
[4] https://www.nytimes.com/2020/08/06/nyregion/childbirth-Covid-Black-mothers.html
[2] https://www.harpersbazaar.com/culture/politics/a33417738/black-maternal-mortality-interview-latham-thomas/
[2] https://directorsblog.nih.gov/2020/07/30/what-we-know-about-covid-19s-effects-on-child-and-maternal-health/
[2] https://pretermbirthca.ucsf.edu/news/black-maternal-health-momnibus-act-2020-introduced
[2] https://globalhealth.harvard.edu/increased-demand-for-digital-health-tools-helps-bridge-healthcare-provision-gap-during-covid-19-pandemic/
[1] https://www.lupus.org/news/new-data-on-lupus-disease-activity-and-maternal-and-fetal-health-risks-during-pregnancy
[1] https://journals.lww.com/jphmp/Citation/9000/Let_COVID_19_Serve_as_a_Catalyst_to_Fix_National.99256.aspx?sf126545998=1
[1] https://www.nytimes.com/2020/08/06/nyregion/childbirth-Covid-Black-mothers.html?referringSource=articleShare&utm_content=136853876&utm_medium=social&utm_source=twitter&hss_channel=tw-311454817

Top URLs in Tweet in G6:
[12] https://kathmandupost.com/health/2020/08/13/covid-19-taking-away-nepal-s-achievement-in-maternal-health
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Farticle%2FPIIS2214-109X%2820%2930350-8%2Ffulltext&rc=0
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Farticle%2FPIIS2214-109X%2820%2930326-0%2Ffulltext&rc=0
[2] https://twitter.com/e4a_mamayekenya/status/1290609871788937216
[2] https://us02web.zoom.us/webinar/register/WN_DbWj_HcJQYCF-zyNpgc3zQ
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fpdfs%2Fjournals%2Flanglo%2FPIIS2214-109X%2820%2930327-2.pdf&rc=0
[1] https://www.lshtm.ac.uk/newsevents/news/2020/nepal-lockdown-halved-health-facility-births-and-increased-stillbirths-and#.XzYzN0vBJm0.twitter
[1] https://cmnh.lstmed.ac.uk/integrating-emergency-obstetrics-and-newborn-care-emonc-in-clinical-officers%E2%80%99-reproductive-health
[1] https://twitter.com/LSTM_Kenya/status/1293920526293848064
[1] https://twitter.com/E4A_MamaYeKenya/status/1294167626957168641

Top URLs in Tweet in G8:
[9] https://www.oprahmag.com/entertainment/a33577853/kamala-harris-black-maternal-health-care-crisis/?utm_medium=social-media&utm_source=twitter&utm_campaign=socialflowTWOPR
[2] https://www.nytimes.com/2020/08/06/nyregion/childbirth-Covid-Black-mothers.html
[2] https://us02web.zoom.us/j/84735062784
[1] https://nigeriahealthwatch.com/public-private-partnerships-can-help-nigerian-hospitals-improve-maternal-health-heres-how/#.Xuh-n0VKhPY
[1] https://twitter.com/monicamalta7/status/1293673632556777472
[1] https://www.oprahmag.com/entertainment/a33577853/kamala-harris-black-maternal-health-care-crisis/
[1] https://www.foreignaffairs.com/articles/world/2020-07-15/melinda-gates-pandemics-toll-women?utm_source=TW&utm_medium=BMGF_OG&utm_campaign=GWP&utm_content=71520_POST
[1] https://www.washingtonpost.com/world/the-global-child-mortality-rate-could-rise-for-the-first-time-in-more-than-60-years-experts-warn/2020/05/12/639ca660-93d8-11ea-87a3-22d324235636_story.html?sf122802561=1
[1] https://www.foreignaffairs.com/articles/world/2020-07-15/melinda-gates-pandemics-toll-women?utm_source=TW&utm_medium=BMGF_OG&utm_campaign=GWP&utm_content=71520_POST&sf125399135=1
[1] https://docs.google.com/forms/d/e/1FAIpQLSdkrnkBt99sRaFhB_j0r6rXT__oDmzmod7aPWyKvgPN3yV92g/viewform

Top URLs in Tweet in G10:
[2] https://www.vox.com/2020/8/10/21336312/covid-19-pregnancy-birth-black-maternal-mortality
[1] https://www.usaid.gov/ActingOnTheCall
[1] https://www.chronicle.co.zw/access-to-sexual-reproductive-health-services-further-threatened-in-rural-zimbabwe/?utm_source=Global+Health+NOW+Main+List&utm_campaign=2d2333c8a6-EMAIL_CAMPAIGN_2020_08_04_01_51&utm_medium=email&utm_term=0_8d0d062dbd-2d2333c8a6-3144457
[1] https://www.usaid.gov/actingonthecall/2020-report
[1] https://www.repealhelms.org/
[1] https://www.amnesty.org/download/Documents/POL4077632018ENGLISH.PDF
[1] https://transformingthesystem.org/criminal-justice-policy-solutions/eradicating-the-criminalization-of-sex-gender-sexuality/

Top Domains
Top Domains in Tweet in Entire Graph:
[203] twitter.com
[130] 19thnews.org
[120] vox.com
[41] google.com
[32] dcmaternalhealth.com
[32] nytimes.com
[20] psychcentral.com
[17] elsevierhealth.com
[17] hrsa.gov
[17] azadlab.ca

Top Domains in Tweet in G1:
[49] twitter.com
[13] 19thnews.org
[6] house.gov
[5] cgdev.org
[4] eventscribe.com
[3] vox.com
[3] nationalpartnership.org
[2] maternalhealthlearning.org
[2] coloradomaternalmentalhealth.org
[2] senate.gov

Top Domains in Tweet in G2:
[82] 19thnews.org
[12] twitter.com
[3] essence.com
[2] cdc.gov
[1] nyshealthfoundation.org
[1] hrsa.gov
[1] natalsories.com
[1] cmqcc.org
[1] wsbt.com
[1] house.gov

Top Domains in Tweet in G3:
[39] twitter.com
[34] google.com
[11] vox.com
[11] psychcentral.com
[7] nytimes.com
[7] instagram.com
[6] nih.gov
[6] blogspot.com
[5] cdc.gov
[5] hrsa.gov

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

Top Domains in Tweet in G5:
[20] vox.com
[10] twitter.com
[7] nytimes.com
[5] rutgers.edu
[2] harpersbazaar.com
[2] nih.gov
[2] ucsf.edu
[2] harvard.edu
[2] qz.com
[1] lupus.org

Top Domains in Tweet in G6:
[13] kathmandupost.com
[12] elsevierhealth.com
[11] twitter.com
[3] ac.uk
[2] thelancet.com
[2] zoom.us
[1] healthynewbornnetwork.org
[1] sciencedirect.com
[1] nqocncop.org
[1] webex.com

Top Domains in Tweet in G8:
[10] oprahmag.com
[2] twitter.com
[2] foreignaffairs.com
[2] nytimes.com
[2] zoom.us
[1] nigeriahealthwatch.com
[1] washingtonpost.com
[1] google.com
[1] msd.com
[1] p2a.co

Top Domains in Tweet in G10:
[2] usaid.gov
[2] vox.com
[1] co.zw
[1] repealhelms.org
[1] amnesty.org
[1] transformingthesystem.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[350] covid19
[76] postpartum
[76] wbw2020
[75] medicaid
[64] maternal
[64] breastfeeding
[53] babylosshour
[52] maternalhealth
[51] savejee_neetstudentspm
[41] wellchildwednesday



Top Hashtags in Tweet in G1:
[63] medicaid
[63] postpartum
[18] covid19
[18] california
[16] momnibus
[15] amchp2020
[12] maternalhealth
[9] birthjusticenow
[8] maternalmortality
[8] bioethics

Top Hashtags in Tweet in G2:
[11] momnibus
[8] vppick
[6] medicareforall
[3] blackmaternalhealthcrisis
[2] covid19
[2] hearher
[1] maternalpandemicresponseact
[1] marchformoms
[1] thenatalsummit
[1] m4a

Top Hashtags in Tweet in G3:
[16] covid19
[10] health
[9] maternalhealth
[7] maternal
[5] mentalhealth
[5] healthcare
[4] nabjnahj20
[4] pregnancy
[3] porshawilliams
[3] celebrity

Top Hashtags in Tweet in G5:
[38] covid19
[11] nurturenjtakeover
[8] maternal
[7] infant
[6] sharethemicnow
[6] nichd
[5] pregnant
[5] arm20
[4] mhbuzz
[4] abortion

Top Hashtags in Tweet in G6:
[22] stillbirths
[18] prioritizingyfs
[14] covid19
[13] newborn
[11] nepal
[8] maternal
[6] wbw2020
[4] endstillbirths
[3] sdg
[3] srhr

Top Hashtags in Tweet in G7:
[2] lifebank

Top Hashtags in Tweet in G8:
[57] covid19
[13] nigeria
[10] covid
[8] globalhealth
[8] grandrounds
[4] pathfindernigeria55
[3] breakingboundaries
[3] savinglives
[3] healthmeetstechng
[3] somlp4r

Top Hashtags in Tweet in G9:
[1] ysmaonsrhr
[1] ysmaad

Top Hashtags in Tweet in G10:
[9] maternalmondays
[5] maternal
[5] neonatal
[4] breastfeeding
[3] uganda
[3] usaidvoucherplus
[3] voucherplus
[3] helmsamendment
[3] countinglossesinmaternalhealth
[2] momandbaby

Top Words
Top Words in Tweet in Entire Graph:
[5534] maternal
[5491] health
[1946] pandemic
[1130] senwarren
[962] response
[949] black
[943] act
[833] one
[813] care
[789] during

Top Words in Tweet in G1:
[1408] maternal
[1310] health
[1130] pandemic
[1103] senwarren
[897] response
[854] act
[743] repunderwood
[715] introducing
[520] bill
[517] today

Top Words in Tweet in G2:
[460] senkamalaharris
[387] pandemic
[386] during
[382] one
[381] disproportionately
[381] people
[381] color
[380] giving
[380] birth
[379] specifically

Top Words in Tweet in G3:
[520] health
[452] maternal
[125] child
[104] care
[86] women
[86] black
[56] mental
[52] pandemic
[48] more
[48] mortality

Top Words in Tweet in G4:
[278] fetus
[277] law
[277] prioritizes
[277] maternal
[277] health
[277] over
[275] thespinsterymc
[274] jewish
[274] couldn
[274] further

Top Words in Tweet in G5:
[239] health
[234] maternal
[107] america
[103] way
[85] world
[84] care
[79] black
[75] worst
[75] problems
[75] developed

Top Words in Tweet in G6:
[156] health
[132] maternal
[60] 19
[59] covid
[54] nepal
[42] neonatal
[38] services
[37] due
[36] significant
[36] access

Top Words in Tweet in G7:
[242] kano
[239] passion
[239] maternal
[239] health
[239] started
[239] over
[239] 11
[239] years
[239] ago
[239] grinding

Top Words in Tweet in G8:
[115] maternal
[86] health
[57] #covid19
[52] care
[48] 000
[44] gatesfoundation
[44] low
[44] middle
[44] income
[44] nations

Top Words in Tweet in G9:
[310] effective
[155] access
[155] contraception
[155] one
[155] cost
[155] interventions
[155] reduce
[155] maternal
[155] mortality
[154] ladygrasha

Top Words in Tweet in G10:
[73] health
[68] hospital
[67] kawempe
[64] maternal
[64] reports
[62] ps
[62] dianaatwine
[62] surprise
[62] visit
[62] following

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3114] maternal,health
[972] health,pandemic
[904] pandemic,response
[857] response,act
[720] introducing,maternal
[636] maternal,mortality
[570] covid,19
[525] health,care
[493] today,introducing
[493] act,senwarren

Top Word Pairs in Tweet in G1:
[1106] maternal,health
[949] health,pandemic
[877] pandemic,response
[834] response,act
[711] introducing,maternal
[486] today,introducing
[486] act,senwarren
[486] senwarren,bill
[486] bill,makes
[486] makes,critical

Top Word Pairs in Tweet in G2:
[380] during,pandemic
[379] giving,birth
[379] birth,during
[379] pandemic,specifically
[379] specifically,one
[379] one,disproportionately
[379] disproportionately,impacting
[379] impacting,people
[379] people,color
[379] color,presents

Top Word Pairs in Tweet in G3:
[157] maternal,health
[91] maternal,child
[91] child,health
[50] health,care
[49] mental,health
[39] maternal,mental
[37] covid,19
[33] fighting,stigma
[29] maternal,mortality
[27] black,women

Top Word Pairs in Tweet in G4:
[277] law,prioritizes
[277] prioritizes,maternal
[277] maternal,health
[277] health,over
[277] over,fetus
[274] jewish,law
[274] fetus,couldn
[274] couldn,further
[274] further,anti
[274] anti,choice

Top Word Pairs in Tweet in G5:
[155] maternal,health
[75] america,worst
[75] worst,maternal
[75] health,problems
[75] problems,developed
[75] developed,world
[75] world,way
[75] way,understand
[63] understand,without
[63] health,care

Top Word Pairs in Tweet in G6:
[59] covid,19
[45] maternal,health
[25] health,services
[24] challenges,significant
[24] significant,major
[24] major,increases
[24] increases,stillbirth
[24] stillbirth,neonatal
[24] neonatal,mortality
[24] mortality,due

Top Word Pairs in Tweet in G7:
[239] passion,maternal
[239] maternal,health
[239] health,started
[239] started,over
[239] over,11
[239] 11,years
[239] years,ago
[239] ago,kano
[239] kano,grinding
[239] grinding,decade

Top Word Pairs in Tweet in G8:
[57] maternal,health
[44] low,middle
[44] middle,income
[44] income,nations
[44] nations,cutback
[44] cutback,maternal
[44] maternal,care
[44] care,during
[44] during,#covid19
[44] #covid19,claim

Top Word Pairs in Tweet in G9:
[155] access,effective
[155] effective,contraception
[155] contraception,one
[155] one,cost
[155] cost,effective
[155] effective,interventions
[155] interventions,reduce
[155] reduce,maternal
[155] maternal,mortality
[154] ladygrasha,access

Top Word Pairs in Tweet in G10:
[62] ps,dianaatwine
[62] surprise,visit
[62] visit,kawempe
[62] kawempe,hospital
[62] following,reports
[58] dianaatwine,made
[58] made,surprise
[44] shortly,handing
[44] handing,over
[44] over,two

Top Replied-To
Top Replied-To in Entire Graph:
@usaid_nishtha
@senkamalaharris
@msdformothers
@repunderwood
@sunkistsuzie
@tomato_lad
@firstladynj
@jackieebule
@tribud5
@kamalaharris

Top Replied-To in G1:
@senkamalaharris
@repunderwood
@firstladynj
@cturlington
@verachka
@anthemfdn
@npwf
@easyfitlives

Top Replied-To in G2:
@kamalaharris
@molspink
@pettylupone
@deelamarrshines
@repadams
@eleni_z_tsigas
@lori2882
@junesummer1
@sallychange
@mghdad

Top Replied-To in G3:
@flhealthduval

Top Replied-To in G4:
@emadswashere
@thespinsterymc

Top Replied-To in G5:
@amaifungai
@firstladynj
@mclemoremr

Top Replied-To in G6:
@yasleaders
@shreyashi00
@ashish_k_c
@datta_vikram
@rebeccasear

Top Replied-To in G7:
@temite

Top Replied-To in G8:
@msdformothers

Top Replied-To in G10:
@sarahkagingo
@minofhealthug

Top Mentioned
Top Mentioned in Entire Graph:
@senwarren
@senkamalaharris
@repunderwood
@thespinsterymc
@sentinasmith
@temite
@jhpiego
@usaid_nishtha
@usaid_india
@pathtweets

Top Mentioned in G1:
@senwarren
@repunderwood
@senkamalaharris
@sentinasmith
@sengillibrand
@senbooker
@gillibrandny
@blackwomensrj
@marchofdimes
@npwf

Top Mentioned in G2:
@senkamalaharris
@kamalaharris
@pettylupone
@creynoldsnc
@essence
@meaghanblynch
@almaforcongress
@natalstories
@nbahadur
@junesummer1

Top Mentioned in G3:
@ugandanjoblines
@healingsoundstx
@mitigatepartner
@bumchcenterofex
@aribisalaadeoye
@gnfocus
@motherhoodgroup
@freedmanteam
@nanttweets
@wgrt1023fm

Top Mentioned in G4:
@thespinsterymc
@drorydress
@firstthingsmag

Top Mentioned in G5:
@drdgrossman
@voxdotcom
@drdianamw
@neel_shah
@firstladynj
@janevandis
@harvardgh
@nfp_nursefamily
@annanorthtweets
@repbera

Top Mentioned in G6:
@lancetgh
@mokayakelvinob
@alison__morgan
@optionsinhealth
@kathmandupost
@mani_qc
@msfsci
@countstillbirth
@ritahanindo
@yasleaders

Top Mentioned in G7:
@temite
@chroniclekano

Top Mentioned in G8:
@gatesfoundation
@nighealthwatch
@pathfinderint
@whoafro
@oprahmagazine
@merckformothers
@annvkeeling
@metiebetmd
@childbirthsi
@utswnews

Top Mentioned in G9:
@ladygrasha

Top Mentioned in G10:
@dianaatwine
@unra_ug
@tumutungire
@wadadamichael
@usaidgh
@usaid
@nakkazi
@reproaction
@prau_uganda
@sarahkagingo

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@jurylady5
@georgekurianinc
@pairsonnalitesu
@pairsonnalitesa
@kat4obama
@rjber15
@manmet80
@thereal_rebel
@mharvey816

Top Tweeters in G1:
@dichristine
@kat4obama
@inspiteoftrump
@serendipitysays
@backstorymom1
@padakitty
@akuma_river
@carolmaewy
@katcapps
@damonbethea1

Top Tweeters in G2:
@manmet80
@jamestoupin
@marthalynneowe1
@leehillerlondon
@only4rm
@jeannie_hartley
@cnbsnana
@safiyahnoor1
@sullyanne1
@kenjihuncho

Top Tweeters in G3:
@pairsonnalitesu
@pairsonnalitesa
@eraser
@guzmanadrian
@teetweetshere
@sciseekfeed
@flashalert_me
@ltholmes
@visualstockrsrc
@kiannafierce

Top Tweeters in G4:
@n7irl
@shayz0rz
@andreakirwan
@random_factor
@ingdamnit
@rosen_thorne
@jjarichardson
@joshuacaleb75
@rockshrimp
@robbychu

Top Tweeters in G5:
@keithmfitz
@nartist
@phoenixwomanmn
@geoffypjohnston
@conjja
@haking
@drjudystone
@monitor_ph
@kausikdatta22
@moorehead_agnes

Top Tweeters in G6:
@mojamesapted
@sheena_byrom
@thisweekinnepal
@drdairy50
@kantipurdaily
@kathmandupost
@dpeters1977
@cgialexis
@thelovelymaeve
@ecologicalnet

Top Tweeters in G7:
@jayromee_
@tcompton_lion
@sir_ruffy
@designerkath
@amb_ore
@miskoom
@arcdersen
@nerdy_dami
@captnaya
@thislekan

Top Tweeters in G8:
@magarya
@teckiegirl
@ciangaia
@patrickmajor56
@tvcconnect
@6f6e5ba6bdc34ae
@goldchampagne_
@mrcuteanish
@ndaliozegbe
@shab302611

Top Tweeters in G9:
@aremoqueenidia
@switflav
@ladygrasha
@danny_whilde
@vikiing_
@iamkingmonye
@vej0me
@askmewhatiwant
@adebanjophelumy
@espeezeal

Top Tweeters in G10:
@bwahadenise
@bruno_akampa
@markopolo94
@chimpreports
@princejohnpaulg
@one_piusjadwar
@mashobane61
@victorveec
@chroniclezim
@pedazoug


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