Maternal health, Twitter, 10/25/2021 4:42:22 AM, 264683


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Maternal health_2021-10-24_21-10-58.xlsx
Maternal health_2021-10-24_21-10-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 25, 2021
Short Description:
Maternal health via NodeXL https://bit.ly/3Co5hbu
@repunderwood
@who
@hadnetkeleta
@yasin832036091
@unfpa
@minofhealthug
@robertm06666153
@perinatalparent
@ur6dsoo9fmbeomy
@mhlic_org

Top hashtags:
#eritrea
#momnibus
#buildbackbetter
#maternalhealth
#maternal
#health

Description:
Description
The graph represents a network of 6,865 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, 25 October 2021 at 04:19 UTC.

The requested start date was Monday, 25 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 2-hour, 35-minute period from Tuesday, 12 October 2021 at 02:13 UTC to Saturday, 23 October 2021 at 04:48 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 : 6865
Unique Edges : 5233
Edges With Duplicates : 11878
Total Edges : 17111
Number of Edge Types : 5
Retweet : 5354
MentionsInRetweet : 8042
Tweet : 1262
Mentions : 2173
Replies to : 280
Self-Loops : 1337
Reciprocated Vertex Pair Ratio : 0.0330025884383089
Reciprocated Edge Ratio : 0.0638964293171852
Connected Components : 1021
Single-Vertex Connected Components : 465
Maximum Vertices in a Connected Component : 3815
Maximum Edges in a Connected Component : 12120
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.256981
Graph Density : 0.000203262384617082
Modularity : 0.539795
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,865 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, 25 October 2021 at 04:19 UTC.

The requested start date was Monday, 25 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 2-hour, 35-minute period from Tuesday, 12 October 2021 at 02:13 UTC to Saturday, 23 October 2021 at 04:48 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:
[44] https://msmagazine.com/2021/10/06/black-maternal-health-build-back-better-biden-congress/
[43] https://www.bostonglobe.com/2021/10/13/magazine/heres-what-doulas-do-how-theyre-fighting-black-maternal-health/
[29] https://www.cnn.com/2021/10/11/us/abortion-ban-impact-on-black-women/index.html
[20] https://apply.interfolio.com/96327
[19] https://www.healthcareitnews.com/news/philips-maternal-health-champion-discusses-digital-womens-health
[13] https://www.chcs.org/resource/addressing-racial-and-ethnic-disparities-in-maternal-and-child-health-through-home-visiting-programs/
[11] https://www.npeu.ox.ac.uk/news/2178-researcher-honoured-for-outstanding-contributions-to-maternal-health
[10] https://www.wilsoncenter.org/event/maternal-mental-health-providing-care-and-support-perinatal-period
[10] https://www.healthcareitnews.com/news/philips-maternal-health-champion-discusses-digital-womens-health?utm_source=dlvr.it&utm_medium=twitter
[10] https://seiservices.zoom.us/meeting/register/tJAkd-qorj0vGtfanRf_NKbhKhf8vzK0Px4B

Top URLs in Tweet in G1:
[30] https://msmagazine.com/2021/10/06/black-maternal-health-build-back-better-biden-congress/
[9] https://tcf.org/content/commentary/four-ways-build-back-better-act-improve-black-maternal-health/
[7] https://us02web.zoom.us/webinar/register/WN_yNb8gA2OTUS4OVhu_jX_OA
[6] https://ccf.georgetown.edu/2021/10/22/congressional-proposals-to-address-the-maternal-health-crisis-offer-a-promising-roadmap-for-change/
[5] https://twitter.com/RepUnderwood/status/1451551210763325440
[4] https://underwood.house.gov/media/press-releases/underwood-s-bipartisan-legislation-improve-maternal-health-care-veterans-0
[4] https://surgoventures.org/resource-library/closing-the-racial-maternal-health-gap-with-better-data
[3] https://msmagazine.com/2021/10/06/black-maternal-health-build-back-better-biden-congress/?utm_campaign=Health%20Inequity&utm_content=183844148&utm_medium=social&utm_source=twitter&hss_channel=tw-2904233621
[3] https://p2a.co/eydcbjc
[3] https://twitter.com/TCFdotorg/status/1450825242499223554

Top URLs in Tweet in G2:
[14] https://www.cnn.com/2021/10/11/us/abortion-ban-impact-on-black-women/index.html
[8] https://www.healthcareitnews.com/news/philips-maternal-health-champion-discusses-digital-womens-health?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.healthcareitnews.com/news/philips-maternal-health-champion-discusses-digital-womens-health
[6] https://msmagazine.com/2021/10/06/black-maternal-health-build-back-better-biden-congress/
[5] https://twinybots.ch/
[5] https://www.bostonglobe.com/2021/10/13/magazine/heres-what-doulas-do-how-theyre-fighting-black-maternal-health/
[4] https://beckinstitute.org/maternal-mental-health-in-2021/
[3] https://www.bklynlibrary.org/calendar/virtual-maternal-health-virtual-20211016
[3] https://www.hobsonsbay.vic.gov.au/MCH
[3] https://motamarat.kfshrc.edu.sa/

Top URLs in Tweet in G3:
[2] https://shabait.com/2021/07/10/improving-maternal-health-a-commitment-to-rights-and-development/

Top URLs in Tweet in G4:
[6] https://www.youtube.com/channel/UCvXX9cuDrhfq11Yxiwhgp1g
[3] https://www.usaid.gov/global-health/health-areas/maternal-and-child-health/publications/pneumonia-fact-sheet
[3] https://powerafrica.medium.com/usaid-power-africa-strengthens-maternal-and-child-health-services-in-sub-saharan-africa-with-8abf4a46160?source=friends_link&sk=20e90e343cecde0f4206ef30d2b58ebf
[2] https://www.usaid.gov/what-we-do/global-health/maternal-and-child-health/technical-areas/water-sanitation-hygiene-wash
[2] https://www.newsecuritybeat.org/2021/09/respectful-maternity-care-maternal-mental-health-inextricably-linked/
[2] https://twitter.com/PowerAfricaUS/status/1449993683768598534
[2] https://powerafrica.medium.com/usaid-power-africa-strengthens-maternal-and-child-health-services-in-sub-saharan-africa-with-8abf4a46160
[2] https://link.medium.com/23WmQsEHtkb
[1] https://health-go-ug.zoom.us/meeting/register/tJUrdO-hrjItG9YfTYyX2tKrYv5OClNwbYfe
[1] https://westniletodaynews.com/constitutional-court-awards-shs310-million-to-two-families-that-lost-mothers-during-birth-in-mityana-and-arua/

Top URLs in Tweet in G5:
[9] https://www.wilsoncenter.org/event/maternal-mental-health-providing-care-and-support-perinatal-period
[6] https://www.who.int/news/item/05-10-2021-new-global-targets-to-prevent-maternal-deaths
[5] http://www.healthaffairs.org/maternal-health-and-perinatal-mental-health?utm_medium=social&utm_source=twitter&utm_campaign=landing+page&utm_content=perinatal+mental+health
[4] https://www.bostonglobe.com/2021/10/13/magazine/heres-what-doulas-do-how-theyre-fighting-black-maternal-health/
[4] https://www.wilsoncenter.org/publication/maternal-health-policy-brief-perinatal-mental-health?utm_medium=social&utm_source=twitter.com&utm_campaign=wilson
[4] https://iawg.net/resources/its-time-for-the-global-community-across-the-humanitarian-development-nexus-to-unite-around-maternal-mental-health
[3] https://www.newsecuritybeat.org/2021/10/mental-health-conditions-u-s-policies-practice-address-common-complication-pregnancy-childbirth/
[3] https://www.youtube.com/watch?v=Ry4XEx0_bgg

[3] https://www.behavr.com/focus-areas/maternal-health/
[2] https://www.healthaffairs.org/do/10.1377/hp20211008.599671/full/?utm_medium=social&utm_source=twitter&utm_campaign=podcast&utm_content=a+health+podyssey

Top URLs in Tweet in G6:
[7] https://psnet.ahrq.gov/perspective/health-equity-and-maternal-health
[6] https://maternalhealthlearning.org/resources/maternal-health-innovation-podcast/
[6] https://www.acog.org/news/news-articles/2021/10/join-acog-urge-congress-to-protect-maternal-health-provisions-in-build-back-better-act
[4] https://www.bcbs.com/the-health-of-america/reports/racial-disparities-in-maternal-health
[3] https://acog.quorum.us/campaign/35894/
[3] https://www.nashp.org/virginia-advances-maternal-health-equity-policy/
[2] https://www.mississippifreepress.org/16779/abortion-advocates-ignore-womens-poverty-attorney-general-fitch-claims/
[2] https://www.bostonglobe.com/2021/10/13/magazine/heres-what-doulas-do-how-theyre-fighting-black-maternal-health/
[2] https://www.iheart.com/podcast/269-maternal-health-innovation-87637649/episode/1-doulas-are-magic-with-latoshia-87901793/
[2] https://msmagazine.com/2021/10/06/black-maternal-health-build-back-better-biden-congress/

Top URLs in Tweet in G7:
[9] https://www.npeu.ox.ac.uk/news/2178-researcher-honoured-for-outstanding-contributions-to-maternal-health
[3] https://audioboom.com/posts/7958245-mothers-for-mothers-baby-loss-maternal-mental-health-recovery-with-maria-viner
[2] https://www.rcog.org.uk/en/news/campaigns-and-opinions/race-equality-taskforce/five-steps-for-healthcare-professionals/
[1] https://www.city.ac.uk/news-and-events/news/2021/10/city-maternal-health-researchers-award-from-ons
[1] https://www.rcog.org.uk/en/news/rcog-rcpch-and-ukhacc-call-for-urgent-environmental-action-to-protect-the-health-of-children-pregnant-women-and-their-babies/
[1] https://twitter.com/RCPCHtweets/status/1451180923504922633
[1] https://www.npeu.ox.ac.uk/assets/downloads/mbrrace-uk/reports/perinatal-surveillance-report-2019/MBRRACE-UK_Perinatal_Surveillance_Report_2019_final.pdf
[1] https://generatehealthstl.org/get-involved/2021-standing-up-for-mothers-and-babies-awards-event/event-registration/
[1] https://maternalmentalhealthalliance.org/resources/mums-and-families/covid-19-looking-after-your-mental-health-during-pregnancy-and-after-birth/
[1] https://londonartsandhealth.org.uk/uncategorized/maternal-journal-book/

Top URLs in Tweet in G8:
[18] https://www.bostonglobe.com/2021/10/13/magazine/heres-what-doulas-do-how-theyre-fighting-black-maternal-health/
[9] https://www.bostonglobe.com/2021/10/13/magazine/heres-what-doulas-do-how-theyre-fighting-black-maternal-health/?event=event25
[8] https://www.healthywomen.org/health-care-policy/white-paper-seeks-to-improve-maternal-immunization-rates
[4] https://forms.gle/MTqPnLPSiS9fNdsVA
[2] https://www.nationalpartnership.org/our-work/resources/health-care/maternity/improving-maternity-midwifery.pdf
[2] https://twitter.com/drchellemd/status/1449162808097218564
[1] https://www.eventbrite.com/e/black-womens-wisdom-black-maternal-infant-health-in-la-county-tickets-145802105021
[1] https://docs.google.com/forms/d/e/1FAIpQLScl3VukX05JuGAYvhwBI9_FUfoObK4iadEfha0PlMNvXpb-UQ/viewform
[1] http://w.bos.gl/AdeG51Y
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.mcpiqojournal.org%2Farticle%2FS2542-4548%2821%2900123-5%2Ffulltext&rc=0

Top URLs in Tweet in G9:
[4] https://www.ibeblackgirl.com/black-maternal-health/
[4] https://www.gov.ca.gov/2021/10/04/governor-newsom-signs-momnibus-act-to-tackle-racial-disparities-in-maternal-and-infant-health/
[4] https://www.obgyn.wisc.edu/womens-health-symposium
[3] https://unothegateway.com/black-maternal-health-month/
[2] https://hopin.com/events/more-than-numbers-improving-access-to-maternal-health-data
[2] https://hopin.com/events/systemic-racism-and-impacts-on-maternal-health-part-i
[1] https://idph.iowa.gov/family-health/maternal-health
[1] http://www.groundworkohio.org/events
[1] https://www.modernhealthcare.com/safety-quality/racial-disparities-maternal-health-have-widened-1980s-federal-report-says
[1] https://www.frontiersin.org/articles/10.3389/fpubh.2021.664659/full?utm_source=S-TWT&utm_medium=SNET&utm_campaign=ECO_FPUBH_XXXXXXXX_auto-dlvrit

Top URLs in Tweet in G10:
[10] https://seiservices.zoom.us/meeting/register/tJAkd-qorj0vGtfanRf_NKbhKhf8vzK0Px4B
[3] https://orwh.od.nih.gov/research/2021-womens-health-research-conference
[2] https://www.fiercehealthcare.com/practices/mental-maternal-health-declines-among-women-and-children-united-health-foundation
[1] https://www.healthaffairs.org/doi/pdf/10.1377/hlthaff.2021.00801
[1] https://orwh.od.nih.gov/womens-health-research/maternal-morbidity-and-mortality/covid-19-and-maternal-health
[1] https://www.nhlbi.nih.gov/news/2021/taking-steps-save-lives
[1] https://thinkculturalhealth.hhs.gov/education/maternal-health-care
[1] https://tradeoffs.org/2021/10/22/depression-infant-mortality-maternal-health/
[1] https://twitter.com/WhiteHouseGPC/status/1451523466327433250
[1] https://mhanational.salsalabs.org/advocacymondaysweek2themomnibusact/

Top Domains
Top Domains in Tweet in Entire Graph:
[184] twitter.com
[60] google.com
[58] bostonglobe.com
[49] msmagazine.com
[41] youtube.com
[37] zoom.us
[37] cnn.com
[34] momsrising.org
[31] healthcareitnews.com
[26] who.int

Top Domains in Tweet in G1:
[34] msmagazine.com
[30] twitter.com
[10] tcf.org
[8] house.gov
[8] georgetown.edu
[8] zoom.us
[7] surgoventures.org
[3] p2a.co
[2] flatlandkc.org
[2] bostonglobe.com

Top Domains in Tweet in G2:
[47] google.com
[41] twitter.com
[33] momsrising.org
[15] cnn.com
[15] healthcareitnews.com
[7] bostonglobe.com
[6] msmagazine.com
[5] twinybots.ch
[4] gov.au
[4] linkedin.com

Top Domains in Tweet in G3:
[2] shabait.com

Top Domains in Tweet in G4:
[9] medium.com
[7] youtube.com
[6] usaid.gov
[4] twitter.com
[3] mtapsprogram.org
[2] newsecuritybeat.org
[1] zoom.us
[1] westniletodaynews.com
[1] alignmnh.org
[1] ghsupplychain.org

Top Domains in Tweet in G5:
[15] healthaffairs.org
[15] wilsoncenter.org
[10] newsecuritybeat.org
[9] who.int
[6] twitter.com
[5] untalent.org
[4] bostonglobe.com
[4] iawg.net
[3] healthpayerintelligence.com
[3] house.gov

Top Domains in Tweet in G6:
[7] acog.org
[7] ahrq.gov
[6] maternalhealthlearning.org
[5] mississippifreepress.org
[5] twitter.com
[5] nashp.org
[4] bcbs.com
[4] futureofpersonalhealth.com
[3] ama-assn.org
[3] quorum.us

Top Domains in Tweet in G7:
[12] ac.uk
[4] org.uk
[3] audioboom.com
[2] twitter.com
[2] maternalmentalhealthalliance.org
[1] generatehealthstl.org
[1] imhn.org
[1] nhs.uk

Top Domains in Tweet in G8:
[29] bostonglobe.com
[8] twitter.com
[8] healthywomen.org
[4] forms.gle
[3] communitysolutions.com
[2] nationalpartnership.org
[1] eventbrite.com
[1] google.com
[1] bos.gl
[1] elsevierhealth.com

Top Domains in Tweet in G9:
[4] hopin.com
[4] ibeblackgirl.com
[4] ca.gov
[4] twitter.com
[4] wisc.edu
[3] youtube.com
[3] eventbrite.com
[3] unothegateway.com
[2] groundworkohio.org
[2] frontiersin.org

Top Domains in Tweet in G10:
[11] zoom.us
[8] nih.gov
[3] twitter.com
[2] medlineplus.gov
[2] fiercehealthcare.com
[1] healthaffairs.org
[1] hhs.gov
[1] tradeoffs.org
[1] salsalabs.org
[1] hmhbga.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[690] eritrea
[339] momnibus
[309] buildbackbetter
[118] maternalhealth
[95] maternal
[75] health
[70] perinatalmentalhealth
[63] pmcuganda
[62] mamarescueproject
[44] mentalhealth



Top Hashtags in Tweet in G1:
[276] momnibus
[199] buildbackbetter
[20] maternalhealth
[15] climatepollution
[7] aapi
[7] blackmamasmatter
[7] surgotalks
[5] equity
[4] maternal
[4] covid19

Top Hashtags in Tweet in G2:
[76] buildbackbetter
[36] momnibus
[33] maternaljustice
[16] maternalhealth
[13] health
[9] healthcare
[8] maternal
[6] pregnancy
[5] womenshealth
[4] eritrea

Top Hashtags in Tweet in G3:
[685] eritrea
[34] healthforall
[33] eritreaprevails
[4] mdgs
[3] sdgs
[1] sdg3

Top Hashtags in Tweet in G4:
[62] pmcuganda
[62] mamarescueproject
[10] malawi
[10] uganda
[9] sdg7
[7] spotlightug
[6] poweringhealthcare
[5] idg2021
[5] tpatuesday
[5] globalhealth

Top Hashtags in Tweet in G5:
[36] perinatalmentalhealth
[20] covid19
[16] mentalhealth
[14] maternalmentalhealth
[12] pmhmatters
[11] afghanistan
[11] savethedate
[8] mhdialogue
[7] maternal
[7] maternalhealth

Top Hashtags in Tweet in G6:
[25] buildbackbetteract
[22] medicaid
[18] txlege
[14] maternalhealthinnovation
[13] obgyns
[10] buildbackbetter
[10] ahrq
[10] patientsafety
[9] doulasaremagic
[8] momscantwait

Top Hashtags in Tweet in G7:
[31] perinatalmentalhealth
[18] pndhour
[14] pulmonaryembolism
[12] fivestepsfornhsstaff
[2] bmhaw21
[2] fivexmore
[2] maternity
[1] ppie
[1] ppi
[1] cop26

Top Hashtags in Tweet in G8:
[7] pregnancyandinfantlossawarenessmonth
[6] midwifemonday
[5] mapoli
[4] buildbackbetter
[3] healthequity
[3] overdueformidwives
[3] reproductivejustice
[3] medicaid
[3] maternal
[3] blackmaternalhealth

Top Hashtags in Tweet in G9:
[6] momnibus
[6] sb65
[4] blackmaternalhealth
[4] ibeblackgirl
[3] publichealthhaiku
[3] momnibusact
[2] respectourwomb
[2] bmhm2021
[2] maternalandchildhealth
[2] maternalchildhealth

Top Hashtags in Tweet in G10:
[20] healthofwomen2021
[11] hlth2021
[6] olympic
[3] covid19
[2] hlth21
[2] maternalhealth
[2] bloodpressure
[2] momnibus
[2] buildbackbetter
[2] runbabyrun

Top Words
Top Words in Tweet in Entire Graph:
[5102] maternal
[4964] health
[1618] child
[1279] care
[869] made
[838] women
[810] black
[743] significant
[709] progress
[708] preventing

Top Words in Tweet in G1:
[437] maternal
[419] repunderwood
[360] health
[276] #momnibus
[238] investments
[230] postpartum
[223] medicaid
[199] #buildbackbetter
[199] act
[181] senwarren

Top Words in Tweet in G2:
[698] health
[573] maternal
[200] child
[91] care
[76] #buildbackbetter
[70] black
[66] women
[65] community
[64] support
[58] mental

Top Words in Tweet in G3:
[701] maternal
[697] made
[697] progress
[697] child
[697] care
[697] controlling
[697] preventing
[697] communicable
[685] #eritrea
[681] significant

Top Words in Tweet in G4:
[265] health
[241] maternal
[191] drama
[164] behavior
[151] radio
[150] family
[126] planning
[118] sotakai
[117] issues
[103] english

Top Words in Tweet in G5:
[332] health
[253] maternal
[127] mental
[120] unfpa
[111] women
[102] more
[95] pregnancy
[86] childbirth
[79] day
[74] preventable

Top Words in Tweet in G6:
[282] maternal
[214] health
[68] mortality
[60] congress
[43] mental
[37] tx
[34] acogaction
[34] urge
[34] putkids1st
[32] coverage

Top Words in Tweet in G7:
[137] health
[88] maternal
[63] mental
[61] problems
[42] more
[35] women
[34] experience
[34] stillbirth
[34] neonatal
[32] mmhalliance

Top Words in Tweet in G8:
[117] health
[114] maternal
[76] doulas
[64] black
[45] care
[34] racial
[32] inequities
[31] women
[30] bostonglobe
[29] important

Top Words in Tweet in G9:
[127] maternal
[106] health
[69] ucsfnurse
[52] black
[48] monica
[48] mclemore
[39] leadership
[37] 2021
[36] outstanding
[35] congratulations

Top Words in Tweet in G10:
[120] health
[80] maternal
[57] women
[53] nih
[46] conference
[44] nih_orwh
[42] research
[42] related
[39] efforts
[36] join

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1912] maternal,health
[1338] maternal,child
[712] child,care
[702] progress,maternal
[702] care,controlling
[702] controlling,preventing
[702] preventing,communicable
[686] #eritrea,made
[686] made,significant
[686] significant,progress

Top Word Pairs in Tweet in G1:
[252] maternal,health
[199] postpartum,medicaid
[197] #momnibus,postpartum
[196] medicaid,investments
[148] #buildbackbetter,act
[143] united,states
[139] save,moms'
[139] moms',lives
[137] thank,senwarren
[137] senwarren,leadership

Top Word Pairs in Tweet in G2:
[246] maternal,health
[165] child,health
[163] maternal,child
[54] mental,health
[45] fighting,stigma
[38] black,maternal
[36] congress,support
[36] investments,maternal
[36] #buildbackbetter,act
[35] tell,congress

Top Word Pairs in Tweet in G3:
[697] progress,maternal
[697] maternal,child
[697] child,care
[697] care,controlling
[697] controlling,preventing
[697] preventing,communicable
[681] #eritrea,made
[681] made,significant
[681] significant,progress
[213] communicable,disea

Top Word Pairs in Tweet in G4:
[126] family,planning
[95] issues,family
[90] english,radio
[88] maternal,child
[85] based,violence
[82] model,behavior
[82] behavior,society
[81] sotakai,english
[80] behavior,change
[75] proven,behavior

Top Word Pairs in Tweet in G5:
[118] mental,health
[82] pregnancy,childbirth
[75] maternal,health
[72] globally,more
[72] more,800
[72] 800,women
[72] women,die
[72] die,each
[72] each,day
[72] day,mostly

Top Word Pairs in Tweet in G6:
[145] maternal,health
[53] maternal,mortality
[27] mental,health
[23] maternal,fetal
[22] mortality,crisis
[22] support,maternal
[21] zip,codes
[21] #medicaid,coverage
[20] health,today
[20] tx,maternal

Top Word Pairs in Tweet in G7:
[62] mental,health
[39] maternal,health
[34] stillbirth,neonatal
[31] perinatal,mental
[31] health,problems
[30] common,#perinatalmentalhealth
[30] #perinatalmentalhealth,problems
[30] problems,more
[30] more,10
[30] 10,women

Top Word Pairs in Tweet in G8:
[96] maternal,health
[30] racial,inequities
[30] inequities,maternal
[27] health,commission
[26] listening,session
[25] black,maternal
[22] re,fighting
[20] rhode,island
[20] doulas,re
[20] fighting,black

Top Word Pairs in Tweet in G9:
[72] maternal,health
[48] monica,mclemore
[40] black,maternal
[36] outstanding,leadership
[35] congratulations,ucsfnurse
[35] ucsfnurse,associate
[35] associate,professor
[35] professor,monica
[35] mclemore,recipient
[35] recipient,2021

Top Word Pairs in Tweet in G10:
[40] maternal,health
[38] women,health
[37] nih_orwh,conference
[37] health,research
[36] join,nih_orwh
[36] nih,efforts
[36] efforts,related
[36] related,women
[36] research,panels
[35] conference,address

Top Replied-To
Top Replied-To in Entire Graph:
@sportpesa
@repunderwood
@lwtsluv4u
@senatorsinema
@amandaseyfried
@bmhcaucus
@nikoscali
@cehday
@gregabbott_tx
@ambientsynthy

Top Replied-To in G1:
@repunderwood
@amandaseyfried
@sistersinloss
@mhtf
@metiebetmd
@meghanmccain
@birthequity
@repmarienewman
@bmhcaucus

Top Replied-To in G2:
@flhealthduval

Top Replied-To in G4:
@usaidgh
@usmissionuganda
@powerafricaus

Top Replied-To in G5:
@atkins_hsrd
@marchofdimes
@bmhcaucus
@itairusike
@whoghana
@dtx_alliance
@worldbank

Top Replied-To in G6:
@sen_joemanchin
@kristinptully
@bortolettomd

Top Replied-To in G7:
@hildabeauchamp
@bla_campaign
@marianfknight

Top Replied-To in G8:
@aphadisability
@globe_ri
@makemusiclive

Top Replied-To in G9:
@nationalcfrp
@ibeblackgirl
@mclemoremr
@yvonneorji

Top Replied-To in G10:
@lizhowellmd

Top Mentioned
Top Mentioned in Entire Graph:
@repunderwood
@senwarren
@hadnetkeleta
@unfpa
@reprobinkelly
@repbeatty
@repadams
@senbooker
@who
@allthewaytodc

Top Mentioned in G1:
@repunderwood
@senwarren
@reprobinkelly
@repadams
@senbooker
@repbeatty
@bmhcaucus
@bmcarthur17
@r
@msmagazine

Top Mentioned in G2:
@nursetopia
@tohoza
@heyblackmom
@taiwannewsgnrl
@lagosfoodbank
@coveralabama
@sixandlaura
@public_medicine
@chai_health

Top Mentioned in G3:
@hadnetkeleta
@itseritrea
@almaz85148481
@eriembaet
@hagerawnet
@john_jtzegai
@lina02216120
@frdos_nura
@kokebnegasi
@globalezra

Top Mentioned in G4:
@pmc_uganda
@beinomugisha_iv
@minofhealthug
@johnlaban256
@mariestopesug
@tendo1d_
@enabel_belgium
@sandra__pyke
@quexmusicug
@usaid

Top Mentioned in G5:
@unfpa
@who
@un
@health_affairs
@wilson_mhi
@marchofdimesceo
@marchofdimes
@energycommerce
@whoghana
@usaid_momentum

Top Mentioned in G6:
@acogaction
@putkids1st
@themillennialmd
@mhlic_org
@ashtonpittman
@akohlertx
@annelbanfield
@sencapito
@houstonpubmedia
@msfreepress

Top Mentioned in G7:
@mmhalliance
@marianfknight
@npeu_oxford
@maternaljrnl
@pndandme
@godfrey_isaacs
@babylifeline
@rcobsgyn
@fivexmore
@womenandclots

Top Mentioned in G8:
@bostonglobe
@drchellemd
@marjoriedecker
@daijmoore
@mranglinvassell
@mass_hpc
@healthywomen
@sistafireri
@ppdcommission
@baystatebirth

Top Mentioned in G9:
@ucsfnurse
@mclemoremr
@ibeblackgirl
@publichealth
@ucsfcvp
@citymch
@libgirl09
@cagovernor
@shaffer_va
@gavinnewsom

Top Mentioned in G10:
@nih_orwh
@neel_shah
@mavenclinic
@nihprevents
@gabrielabuccini
@mtrobinson
@janineclaytonmd
@nih
@unlvpubhealth
@drmarthagulati

Top Tweeters
Top Tweeters in Entire Graph:
@3_i_n
@pairsonnalitesa
@solutioneer72
@rjber15
@7b73f39b85e1415
@crweworld
@roblwilson
@inspiteoftrump
@manmet80
@rosenchild

Top Tweeters in G1:
@manmet80
@viralvideovlogs
@jamestoupin
@carrybeyond
@all435reps
@skepmi
@darrellpmwest
@avonan
@carriesweet2017
@daretothink53

Top Tweeters in G2:
@pairsonnalitesa
@crweworld
@newsfilterio
@dev_discourse
@frontendla
@frackhazreveal
@quorumcall
@otcdynamics
@suriyasubraman
@tv9gujarati

Top Tweeters in G3:
@petros_berhe
@dahlakib
@stesfamariam
@tihgi3
@haileab_tesfay
@elen65610483
@solomongebreha1
@tablezh
@gutema_jimma
@yonasmanna

Top Tweeters in G4:
@olumideidowu
@canparacollin
@yekoyadaug
@omuzibuwaalu
@ssentongopeter5
@2lah3
@abadaaki
@leraton_
@qrisy_qrisy
@markopolo94

Top Tweeters in G5:
@7b73f39b85e1415
@habbradley
@meidas_damon
@penndragonart
@mary_swilling
@wheelsntoys
@monitor_ph
@csmonitor
@ohemaadufiegh
@njokingumi

Top Tweeters in G6:
@npsusa
@cultiv8hope
@celestebyrne3
@wtime90
@megawatts55
@yombe
@tina12312
@chloedancer
@nanab_2010
@swmstn2

Top Tweeters in G7:
@roblwilson
@lianabrooks
@theonlyguru
@frisesally
@respectyourself
@whaaf
@sheena_byrom
@dnlee5
@amanda_porkka
@dbpsychology

Top Tweeters in G8:
@rjber15
@lllwry
@bostonglobe
@augusteve2012
@sheeda418
@tapati
@katiedyd2
@fried49g
@scotmackri
@oncebittentwic5

Top Tweeters in G9:
@4evrstardancer
@pkanagaratnam
@vader671
@leftisrightinne
@alwaystheself
@rowlandm
@kirklandwalsh
@4drmeg
@wnyc
@thetakeaway

Top Tweeters in G10:
@wordfinga
@cindygallop
@shawbear76
@sonicubed
@anastasiasmihai
@flyerlpa
@drmarthagulati
@davidgilbertvo
@drhowardliu
@missanabeem