Maternal health, Twitter, 6/1/2020 1:36:18 PM, 228622


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Maternal health_2020-05-31_22-22-36.xlsx
Maternal health_2020-05-31_22-22-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 01, 2020
Short Description:
Maternal health via NodeXL https://bit.ly/2MmvChK
@nembotavy_0101
@reveal
@misssophiebot
@atayeshe
@whoafro
@jillgw
@gatesfoundation
@repadams
@mmhalliance
@unfpa

Top hashtags:
#covid19
#1yearofmodi2
#maternal
#mentalhealthawarenessweek
#health
#coronawarriorsindia

Description:
Description
The graph represents a network of 5,246 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, 01 June 2020 at 05:23 UTC.

The requested start date was Monday, 01 June 2020 at 00:01 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 8-day, 21-hour, 33-minute period from Friday, 22 May 2020 at 13:00 UTC to Sunday, 31 May 2020 at 10:34 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 : 5246
Unique Edges : 3845
Edges With Duplicates : 8100
Total Edges : 11945
Number of Edge Types : 5
Replies to : 267
Mentions : 1735
Retweet : 3600
MentionsInRetweet : 5519
Tweet : 824
Self-Loops : 851
Reciprocated Vertex Pair Ratio : 0.0388797854908387
Reciprocated Edge Ratio : 0.0748494407800401
Connected Components : 715
Single-Vertex Connected Components : 301
Maximum Vertices in a Connected Component : 3213
Maximum Edges in a Connected Component : 8854
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.906831
Graph Density : 0.0002534592609849
Modularity : 0.560526
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,246 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, 01 June 2020 at 05:23 UTC.

The requested start date was Monday, 01 June 2020 at 00:01 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 8-day, 21-hour, 33-minute period from Friday, 22 May 2020 at 13:00 UTC to Sunday, 31 May 2020 at 10:34 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:
[100] http://www.narendramodi.in/maternal-health-from-concern-to-confidence
[30] https://www.cosmopolitan.com/health-fitness/a32320216/black-maternal-health-covid-coronavirus/
[21] https://www.health.harvard.edu/blog/a-soaring-maternal-mortality-rate-what-does-it-mean-for-you-2018101614914?utm_content=bufferfd555&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[20] https://www.devex.com/news/maternal-health-services-take-a-hit-amid-global-lockdown-97263
[18] https://mg.co.za/special-reports/2020-05-18-midwives-are-the-backbone-of-maternal-health-systems/
[13] https://www.medicaidinnovation.org/news/item/evidence-shows-community-health-workers-and-doulas-improve-maternal-health
[12] https://www.liveaction.org/news/bill-black-maternal-health-ignores-abortion-mortality/
[12] https://medcitynews.com/2020/05/addressing-maternal-mental-health-issues-during-covid-19-and-beyond/
[11] https://www.fiercehealthcare.com/hospitals-health-systems/industry-voices-understanding-intersection-covid-19-maternal-health-crisis
[10] http://fistula.lt

Top URLs in Tweet in G1:
[5] https://www.project-syndicate.org/commentary/covid19-defend-progress-on-maternal-child-mortality-by-tedros-adhanom-ghebreyesus-et-al-2020-05
[2] https://www.networkideas.org/news-analysis/2020/03/our-common-right-to-health/
[2] https://www.usaid.gov/global-health/health-areas/maternal-and-child-health/prevention-and-treatment-eclampsia-and-pre
[2] https://www.usaid.gov/global-health/health-areas/maternal-and-child-health/technical-areas/maternal-health
[2] https://www.usaid.gov/global-health/health-areas/maternal-and-child-health/projects/fistula-care-plus
[2] https://www.project-syndicate.org/c/Ff72w33
[2] https://share.america.gov/how-usaid-helps-mothers-around-the-world/
[1] https://www.globalissues.org/news/2020/03/23/26223
[1] https://twitter.com/ProSyn/status/1266120563635949568
[1] https://twitter.com/Atayeshe/status/1263884616697593861

Top URLs in Tweet in G2:
[4] http://www.narendramodi.in/maternal-health-from-concern-to-confidence
[3] https://www.tribuneindia.com/news/nation/covid-testing-not-mandatory-for-services-related-to-maternal-newborn-health-ministry-90638
[2] https://jamanetwork.com/channels/health-forum/fullarticle/2766339
[2] https://revealnews.org/episodes/reproducing-racism/
[2] https://www.devex.com/news/maternal-health-services-take-a-hit-amid-global-lockdown-97263
[2] https://www.fiercehealthcare.com/hospitals-health-systems/industry-voices-understanding-intersection-covid-19-maternal-health-crisis
[2] https://www.intorehab.com/drug-news/36101-industry-voices—covid-19-intersects-with-the-maternal-health-crisis-and-the-opioid-epidemic
[2] https://www.nutritionaloutlook.com/womens-health/dsms-new-dha-oil-maternal-and-infant-nutrition-offers-higher-dose-smaller-product-format
[2] https://www.mother.ly/news/the-world-health-organization-says-burnout-is-real?fbclid=IwAR2iPLZnCLYMcjZ35-6GqU_pHqN6jes3-R8Lb0B_BPfvvEuliFe9mP7U9z0
[2] https://ottawacitizen.com/opinion/nayler-maternal-mental-health-shouldnt-be-ignored-amid-pandemic

Top URLs in Tweet in G3:
[5] https://www.revealnews.org/episodes/reproducing-racism/?utm_source=Reveal&utm_medium=social_media&utm_campaign=twitter
[3] https://twitter.com/HarvardChanSPH/status/1153840991754969089
[3] https://www.revealnews.org/episodes/reproducing-racism/
[3] https://twitter.com/priskaneely/status/1264292088025190400
[2] https://revealnews.org/episodes/reproducing-racism/
[2] https://www.kqed.org/news/11818800/doctors-urge-governor-to-reconsider-cuts-to-maternal-mental-health-care
[1] https://www.unicef.org/press-releases/pregnant-mothers-and-babies-born-during-covid-19-pandemic-threatened-strained-health
[1] https://pubmed.ncbi.nlm.nih.gov/32311350/
[1] https://pubmed.ncbi.nlm.nih.gov/32347439/
[1] https://www.mhtf.org/2020/04/18/amidst-the-covid-19-pandemic-we-must-remember-maternal-health/

Top URLs in Tweet in G4:
[9] http://fistula.lt
[2] https://kibirigeben.wordpress.com/2020/05/27/pre-eclampsia-the-neglected-maternal-health-challenge/
[1] https://trib.al/Xxn8mDy
[1] https://twitter.com/UNFPAKen/status/1262741159064956934
[1] https://twitter.com/amref_uganda/status/1264119774847565824
[1] http://impacthubmedia.com/13034/how-maternal-health-programmes-are-changing-lives-in-vihiga-kakamega-counties/
[1] https://twitter.com/lizwala/status/1263746323402162176
[1] https://twitter.com/onesmuchemigma1/status/1266355628752220160
[1] https://twitter.com/Amref_Uganda/status/1264123401112821761
[1] https://twitter.com/Amref_Uganda/status/1264108066653405190

Top URLs in Tweet in G5:
[12] https://www.medicaidinnovation.org/news/item/evidence-shows-community-health-workers-and-doulas-improve-maternal-health
[7] https://www.globalcitizen.org/en/content/covid-19-coronavirus-kenya-maternal-health/
[4] https://www.eventbrite.com/e/massachusetts-covid-19-maternal-health-equity-town-hall-tickets-106761767320
[4] https://www.fiercehealthcare.com/hospitals-health-systems/industry-voices-understanding-intersection-covid-19-maternal-health-crisis
[4] https://healthlaw.org/resource/doulareport/
[3] https://everymothercounts.org/covid-resource-hub/
[2] https://www.massperinatal.org/
[2] https://www.insidernj.com/press-release/booker-gillibrand-harris-smith-press-senate-leaders-maternal-health-policies-next-covid-19-package/
[2] https://www.essence.com/feature/black-maternal-health-crisis-kamala-harris/
[2] https://www.cosmopolitan.com/health-fitness/a32320216/black-maternal-health-covid-coronavirus/

Top URLs in Tweet in G6:
[2] https://www.eventbrite.co.uk/e/event-to-discuss-maternal-and-infant-wellbeing-and-womens-mental-health-tickets-105262944300?aff=ebdssbonlinesearch
[1] http://maternalmentalhealthalliance.org/about/members/list-of-member-organisations/
[1] http://maternalmentalhealthalliance.org/campaign/
[1] https://maternalmentalhealthalliance.org/wp-content/uploads/MMHA-PLAN-for-perinatal-mental-health-during-COVID19.pdf
[1] https://twitter.com/MMHAlliance/status/1265287875081486339
[1] https://maternalmentalhealthalliance.org/resources/mums-and-families/covid-19-looking-after-your-mental-health-during-pregnancy-and-after-birth/
[1] https://www.indiegogo.com/at/phantoms
[1] https://openss.qualtrics.com/jfe/form/SV_5drr9eLyCN4tV5j
[1] https://www.openpaws.co.uk/
[1] https://twitter.com/PNDandMe/status/1266031286969393152

Top URLs in Tweet in G7:
[15] https://mg.co.za/special-reports/2020-05-18-midwives-are-the-backbone-of-maternal-health-systems/
[5] http://www.narendramodi.in/maternal-health-from-concern-to-confidence
[4] https://www.devex.com/news/maternal-health-services-take-a-hit-amid-global-lockdown-97263
[4] https://www.shethepeople.tv/news/coronavirus-testing-newborns-mothers-india
[3] https://www.thebluedotproject.org/virtual-runwalk
[3] https://ngojobsinafrica.com/job/technical-advisor-reproductive-maternal-and-newborn-health/
[3] https://kashmirreader.com/2020/05/27/covid-19-testing-not-mandatory-for-maternal-newborn-health-services-health-ministry/
[2] https://philanthropynewsdigest.org/rfps/rfp11243-johnson-johnson-innovation-invites-applications-for-maternal-health-quickfire-challenge
[2] https://www.devdiscourse.com/article/health/1067561-covid-testing-not-mandatory-for-services-related-to-maternal-newborn-health-min
[2] https://patientengagementhit.com/news/social-determinants-of-health-sway-care-access-maternal-morbidity

Top URLs in Tweet in G8:
[7] https://www.northcarolinahealthnews.org/2020/05/26/congresswoman-tackles-maternal-mortality-disparities/
[1] https://www.elle.com/life-love/a31265249/jennifer-carroll-foy-wants-to-be-the-first-black-woman-governor-in-america/?emci=e480fb93-8ca2-ea11-86e9-00155d03b5dd&emdi=e980fb93-8ca2-ea11-86e9-00155d03b5dd&ceid=11118494
[1] https://www.harpercollins.com/9780062917454/my-vanishing-country/
[1] https://twitter.com/ewarren/status/1265332027613745153
[1] https://www.insidernj.com/press-release/booker-gillibrand-harris-smith-press-senate-leaders-maternal-health-policies-next-covid-19-package/
[1] https://medcitynews.com/2020/05/addressing-maternal-mental-health-issues-during-covid-19-and-beyond/
[1] https://adams.house.gov/
[1] https://www.northcarolinahealthnews.org/2020/05/26/congresswoman-tackles-maternal-mortality-disparities/?utm_source=iContact&utm_medium=email&utm_campaign=north-carolina-health-news&utm_content=May+26
[1] https://twitter.com/persistohio/status/1263872176215687174

Top URLs in Tweet in G9:
[12] https://www.liveaction.org/news/bill-black-maternal-health-ignores-abortion-mortality/
[1] https://www.ucsf.edu/news/2019/06/414706/women-denied-abortions-may-endure-long-term-health-consequences
[1] https://www.project-syndicate.org/commentary/covid19-defend-progress-on-maternal-child-mortality-by-tedros-adhanom-ghebreyesus-et-al-2020-05
[1] https://www.devex.com/news/maternal-health-services-take-a-hit-amid-global-lockdown-97263
[1] https://news.un.org/en/tags/abortion
[1] https://reproductiverights.org/press-room/un-human-rights-committee-asserts-access-abortion-and-prevention-maternal-mortality-are
[1] https://www.amnesty.org/en/what-we-do/sexual-and-reproductive-rights/abortion-facts/
[1] https://www.who.int/health-topics/abortion#tab=tab_1
[1] https://www.kff.org/statedata/
[1] https://datacenter.kidscount.org/

Top URLs in Tweet in G10:
[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] http://www.narendramodi.in/maternal-health-from-concern-to-confidence
[1] http://www.internationalaffairs.org.au/australianoutlook/supporting-communication-and-improving-uptake-of-maternal-and-childhood-vaccines/
[1] https://twitter.com/bbcworld/status/1266496521480142850
[1] https://twitter.com/UN_EWEC/status/1266375487984549888
[1] https://twitter.com/RepAdams/status/1265658856107126787
[1] https://journals.lww.com/greenjournal/Abstract/2020/05001/Battling_Maternal_Mortality_Through_Access_to.232.aspx

Top Domains
Top Domains in Tweet in Entire Graph:
[147] twitter.com
[100] narendramodi.in
[32] cosmopolitan.com
[23] harvard.edu
[21] devex.com
[19] co.uk
[19] medicaidinnovation.org
[19] google.com
[19] co.za
[16] youtube.com

Top Domains in Tweet in G1:
[10] twitter.com
[9] project-syndicate.org
[7] usaid.gov
[4] unfpa.org
[2] networkideas.org
[2] america.gov
[1] globalissues.org
[1] thelancet.com
[1] google.com
[1] 28toomany.org

Top Domains in Tweet in G2:
[29] twitter.com
[5] instagram.com
[5] ottawacitizen.com
[4] co.uk
[4] narendramodi.in
[3] uiowa.edu
[3] revealnews.org
[3] youtube.com
[3] tribuneindia.com
[3] parent24.com

Top Domains in Tweet in G3:
[11] revealnews.org
[8] twitter.com
[2] nih.gov
[2] mhtf.org
[2] hrsa.gov
[2] kqed.org
[1] unicef.org
[1] harvardhealth.me
[1] apple.com
[1] soundcloud.com

Top Domains in Tweet in G4:
[11] twitter.com
[9] fistula.lt
[2] wordpress.com
[1] trib.al
[1] impacthubmedia.com
[1] unfpa.org
[1] zoom.us

Top Domains in Tweet in G5:
[17] medicaidinnovation.org
[7] globalcitizen.org
[5] twitter.com
[5] 2020mom.org
[4] eventbrite.com
[4] fiercehealthcare.com
[4] healthlaw.org
[3] massperinatal.org
[3] everymothercounts.org
[2] insidernj.com

Top Domains in Tweet in G6:
[5] co.uk
[4] maternalmentalhealthalliance.org
[3] twitter.com
[1] indiegogo.com
[1] qualtrics.com
[1] irishnews.com
[1] youtube.com
[1] parliament.uk

Top Domains in Tweet in G7:
[15] google.com
[15] co.za
[7] twitter.com
[6] instagram.com
[5] narendramodi.in
[4] devex.com
[4] shethepeople.tv
[3] thebluedotproject.org
[3] ngojobsinafrica.com
[3] kashmirreader.com

Top Domains in Tweet in G8:
[8] northcarolinahealthnews.org
[2] twitter.com
[1] elle.com
[1] harpercollins.com
[1] insidernj.com
[1] medcitynews.com
[1] house.gov

Top Domains in Tweet in G9:
[12] liveaction.org
[1] ucsf.edu
[1] project-syndicate.org
[1] devex.com
[1] un.org
[1] reproductiverights.org
[1] amnesty.org
[1] who.int
[1] kff.org
[1] kidscount.org

Top Domains in Tweet in G10:
[3] twitter.com
[1] washingtonpost.com
[1] narendramodi.in
[1] org.au
[1] lww.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[406] covid19
[92] 1yearofmodi2
[75] maternal
[54] mentalhealthawarenessweek
[45] health
[38] coronawarriorsindia
[37] endfistula
[37] abhwcs
[34] 5/28/2020 12:00:00 AM
[31] coronavirus



Top Hashtags in Tweet in G1:
[40] covid19
[16] endfistula
[10] sudan
[9] maternal
[6] ncds
[6] endfistulanow
[5] ideof2020
[5] srh
[5] colombia
[5] venezuela

Top Hashtags in Tweet in G2:
[18] covid19
[17] maternal
[17] health
[8] coronavirus
[8] midwifery
[6] hv4dc
[6] maternalhealth
[5] covidー19
[5] webinar
[5] mentalhealth

Top Hashtags in Tweet in G3:
[13] covid19
[4] natalchats
[2] maternalhealth
[2] coronavirus
[2] dyk
[2] newborn
[2] hrsa
[2] mentalhealth
[1] maternaljustice
[1] sanitation

Top Hashtags in Tweet in G4:
[31] 5/28/2020 12:00:00 AM
[18] covid19
[14] actionalert
[12] womenshealthstillmatters
[11] endobstetricfistula
[9] covidー19
[9] sdg3
[9] ideof2020
[8] srhrisessential
[8] endobstetricfistulaug

Top Hashtags in Tweet in G5:
[25] covid19
[12] nurturenj
[9] doula
[7] medicaid
[6] pregnancy
[5] nichd
[4] maternalmortality
[4] doulas
[4] lawhealthpolicy
[3] supportmomsnow

Top Hashtags in Tweet in G6:
[45] mentalhealthawarenessweek
[11] postnatal
[3] everyonesbusiness
[2] covid
[2] covid19
[2] perinatal
[2] mentalhealth
[2] maternalmhmatters
[2] iwd2020
[1] pleatoplan

Top Hashtags in Tweet in G7:
[17] covid19
[11] endobstetricfistula
[10] babyboom
[10] postcovid19
[7] covid_19
[5] maternalhealth
[5] maternalmhmatters
[5] mentalhealthmonth
[5] africanchangemakerswomen
[5] endingobstetricfistula

Top Hashtags in Tweet in G8:
[2] medicareforall
[1] foyforvirginia
[1] hbcu
[1] maternal

Top Hashtags in Tweet in G9:
[5] covid19
[2] maternalhealth
[1] coronavirus
[1] nowtellmetomove

Top Hashtags in Tweet in G10:
[86] covid19
[2] health
[1] 1yearofmodi2
[1] covid_19
[1] safeguard
[1] wellbeing
[1] gender
[1] srhr
[1] riseforall
[1] txlege

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[253] health
[165] maternal
[155] fistula
[108] child
[95] obstetric
[95] one
[89] causes
[85] atayeshe
[83] end
[81] childbirth

Top Words in Tweet in G2:
[331] health
[295] maternal
[78] child
[56] care
[52] mental
[49] 19
[49] services
[49] women
[46] covid
[41] more

Top Words in Tweet in G3:
[224] reveal
[169] priskaneely
[166] episode
[140] legacy
[132] listen
[130] latest
[124] love
[124] hour
[124] connects
[124] dots

Top Words in Tweet in G4:
[161] health
[117] maternal
[63] services
[53] fistula
[52] reproductive
[47] obstetric
[36] wgnrr
[36] covid
[35] access
[33] 19

Top Words in Tweet in G5:
[162] health
[143] maternal
[64] care
[40] people
[40] more
[38] community
[34] covid
[34] 19
[32] everymomcounts
[31] impact

Top Words in Tweet in G6:
[116] health
[110] mental
[91] maternal
[85] mmhalliance
[45] #mentalhealthawarenessweek
[44] week
[43] awareness
[42] over
[42] continue
[42] raise

Top Words in Tweet in G7:
[347] health
[245] maternal
[93] women
[57] mental
[51] services
[50] child
[41] care
[36] reproductive
[31] baby
[30] black

Top Words in Tweet in G8:
[112] health
[110] david_darmofal
[108] maternal
[96] black
[89] great
[82] co
[79] warren
[78] week
[77] senate
[76] elizabeth

Top Words in Tweet in G9:
[45] maternal
[39] health
[19] abortion
[19] mortality
[13] possible
[12] bill
[12] black
[12] ignores
[12] contributor
[11] liveactionnews

Top Words in Tweet in G10:
[170] deaths
[102] maternal
[97] child
[90] more
[86] #covid19
[85] due
[85] world
[85] climb
[85] third
[85] rise

Top Word Pairs
Top Word Pairs in Tweet in G2:
[90] maternal,health
[78] mental,health
[74] covid,19
[74] child,health
[68] maternal,child
[68] maternal,mental
[68] health,care
[68] maternal,mortality
[68] health,services
[67] maternal,newborn

Top Word Pairs in Tweet in G3:
[94] episode,reveal
[47] love,listen
[43] listen,latest
[42] latest,episode
[39] reveal,hour
[38] hour,connects
[30] connects,dots
[21] dots,between
[18] between,legacy
[16] priskaneely,love

Top Word Pairs in Tweet in G4:
[125] maternal,health
[124] obstetric,fistula
[124] reproductive,health
[124] covid,19
[124] health,services
[124] wgnrr,sarahelago
[124] sarahelago,manalkhan07
[124] manalkhan07,ke_phele
[124] ke_phele,adhyambo_mickey
[123] adhyambo_mickey,arrow_women

Top Word Pairs in Tweet in G5:
[45] maternal,health
[36] covid,19
[35] health,care
[33] popped,mentions
[31] mentions,today
[20] today,recognize
[20] recognize,first
[20] first,lady
[20] lady,murphy
[20] murphy,attention

Top Word Pairs in Tweet in G6:
[85] mental,health
[34] maternal,mental
[33] #mentalhealthawarenessweek,week
[23] week,over
[23] over,continue
[23] continue,raise
[23] raise,awareness
[23] awareness,educate
[23] educate,public
[23] public,healthcare

Top Word Pairs in Tweet in G7:
[107] maternal,health
[67] mental,health
[42] maternal,mental
[42] child,health
[42] maternal,child
[42] health,services
[42] maternal,newborn
[42] covid,19
[42] pregnant,women
[42] reproductive,maternal

Top Word Pairs in Tweet in G8:
[83] maternal,health
[55] black,maternal
[45] health,week
[33] elizabeth,warren
[30] warren,one
[28] one,23
[26] 23,democrats
[20] democrats,senate
[18] senate,co
[16] co,sponsored

Top Word Pairs in Tweet in G9:
[105] maternal,health
[91] maternal,mortality
[78] bill,black
[76] black,maternal
[76] health,ignores
[76] ignores,abortion
[76] abortion,possible
[76] possible,contributor
[76] contributor,maternal
[76] liveactionnews,bill

Top Word Pairs in Tweet in G10:
[22] due,#covid19
[17] #covid19,maternal
[12] maternal,deaths
[12] deaths,world
[12] world,climb
[12] climb,more
[12] more,third
[12] third,child
[12] child,deaths
[11] deaths,rise

Top Replied-To
Top Replied-To in Entire Graph:
@avaniandlife
@openacademics
@aywlaa1
@covaw
@wgnrr
@chantal63927083
@swastihc
@poojalakshmin
@tinadesireeberg
@jessbrammar

Top Replied-To in G1:
@dinapomeranz
@unfpa
@unfpauganda
@joselyn14579181
@branca59
@robcatchlove
@unfpaghana
@delcamposj

Top Replied-To in G2:

Top Replied-To in G3:
@celinafortexas
@papillon_noire

Top Replied-To in G4:
@covaw
@wgnrr
@fbyaruhanga_
@silakboph
@kebudgettalk
@who
@hennetkenya
@unfpa
@mwenjerose
@cehurduganda

Top Replied-To in G5:
@surgeon_general
@cmaj

Top Replied-To in G6:
@janegarvey1
@bbcwomanshour
@rcobsgyn
@yourbirthright

Top Replied-To in G7:
@pndandme
@becs
@ds_hoffman

Top Replied-To in G8:
@tinadesireeberg
@blackwomenlead_
@nchealthnews
@david_darmofal
@asteadwesley
@zerlinamaxwell
@laurenmb284

Top Replied-To in G9:
@haysquirt
@debbiegarratt
@lizzych021
@paul_burns1920
@lanikaiduck
@simba_sethi
@lilagracerose
@mouselol68
@shanoawarrior
@to_discussion

Top Replied-To in G10:
@garimavsharmamd

Top Mentioned
Top Mentioned in Entire Graph:
@reveal
@priskaneely
@david_darmofal
@atayeshe
@dr_s_jefferson
@gatesfoundation
@mmhalliance
@smritiirani
@democracynow
@whoafro

Top Mentioned in G1:
@atayeshe
@whoafro
@unfpa
@usaidgh
@drtedros
@usaid
@who
@kevinatsave
@unicefchief
@unfpauganda

Top Mentioned in G2:
@melisainstitute
@haqmalnowrooz
@iwda
@uw_start
@drrk_kare
@sling_c
@healingsoundstx
@carolevika
@eiwh

Top Mentioned in G3:
@reveal
@priskaneely
@doccrearperry
@mhtf
@ansirh
@m
@houstoninst
@bhmotta
@mclemoremr
@hrsagov

Top Mentioned in G4:
@wgnrr
@amref_worldwide
@moh_kenya
@cehurduganda
@oxfamph
@sarahelago
@manalkhan07
@ke_phele
@adhyambo_mickey
@arrow_women

Top Mentioned in G5:
@everymomcounts
@surgeon_general
@jeromeadamsmd
@mcpcoalition
@firstladynj
@jenniejoseph
@innov8medicaid
@marchformoms
@repkaykhan
@nichd_nih

Top Mentioned in G6:
@mmhalliance
@bbcwomanshour
@bestbeginnings
@alisonbaum
@globalpmh
@thesecretpsych
@naijaobgyn
@elizabethduff2
@sandalljane
@giniginster

Top Mentioned in G7:
@acnmmidwives
@equal2030
@tradmanhood
@geetanjalikris1
@pndandme
@unfpanepal
@ayazburiroppp
@thenaabb
@iamtopsie
@world_midwives

Top Mentioned in G8:
@david_darmofal
@repadams
@blackwomenviews
@bakari_sellers
@repdavideprice
@rudertooter
@nchealthnews
@leaderhoyer
@junesummer1
@jaydeefgc

Top Mentioned in G9:
@liveactionnews
@ladyoutrage_
@liamdan008
@reprorights
@deepdownimnot
@bradleycgibbs
@christielea
@doomsperg
@nukegirl82
@stupidrock

Top Mentioned in G10:
@gatesfoundation
@danchinmargie
@africandef
@johnshopkinsepi
@unimelbmdhs
@who
@un
@acog
@dranumminhas
@smritiirani

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@pairsonnalitesu
@pairsonnalitesa
@scarfizal
@jim_peoples_
@mattmurph24
@56perumal
@ez4u2say_janis
@rjber15
@independent

Top Tweeters in G1:
@loudshin
@nanaware1
@anonymiss8
@solhog
@tvcconnect
@moisomedrano
@korieunfpa
@doorway2fandom
@69sherred1313
@salhaj

Top Tweeters in G2:
@firstpost
@peacefmonline
@nippynews
@mercnews
@nzstuff
@geoffypjohnston
@bsindia
@ndtvfeed
@ottawacitizen
@ronpaul4constit

Top Tweeters in G3:
@dichristine
@damonbethea1
@yayayarndiva
@mactavish
@tinu
@lulu82824
@lanikaiduck
@connorofkane
@jm_rives
@srubenfeld

Top Tweeters in G4:
@bbcnews
@baketerana
@tbonnita
@frostproug
@barbararother1
@undp
@fbyaruhanga_
@bakshiasuman
@colinegreen
@dianafdavid

Top Tweeters in G5:
@govsherazkhan
@pegmeerkatz
@sds_sunlight
@nolanews
@space8jockey5
@jyotsna2964
@rozmcdermott
@wandafay
@majestyjames1
@jcpub19

Top Tweeters in G6:
@independent
@davidaquinley
@sheena_byrom
@copronorfolk
@bbcradio4
@elizawallace27
@shaunlintern
@drsdeg
@raj_psyc
@drromie

Top Tweeters in G7:
@pairsonnalitesa
@thepoliticalcat
@bivi_17
@nembotavy_0101
@becs
@dev_discourse
@ksdknews
@saadhyudu2011
@lindahemby
@ahmadufaridah

Top Tweeters in G8:
@mattmurph24
@manmet80
@lechatnoire4
@sophialamar1
@cberrl
@lorisums
@cece_23spalding
@bbkenn92
@crystal4obama
@groovesdc

Top Tweeters in G9:
@annmarieamerica
@endtheoligarch
@lfaraday
@lifenewshq
@atheistengineer
@fight4women
@benshapiro
@heather4amazon
@pixelprotectors
@bradleycgibbs

Top Tweeters in G10:
@ez4u2say_janis
@syawal
@mrcuteanish
@carter_embrey
@akhetaton11
@thedrisin_sane
@milleroval
@un
@hipipo
@mohamma04948004


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