Maternal health, Twitter, 9/27/2021 4:49:28 AM, 262949


FAQ | Problem?

Maternal health_2021-09-26_21-10-58.xlsx
Maternal health_2021-09-26_21-10-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 27, 2021
Short Description:
Maternal health via NodeXL https://bit.ly/3m0qBgj
@who
@hhsgov
@diabetesasiaorg
@cadeyharrel
@vp
@birthequity
@un_women
@mansukhmandviya
@fivexmore
@everymomcounts

Top hashtags:
#worldpatientsafetyday
#patientsafety
#worldpatientsafetyday2021
#momnibus
#covid19

Description:
Description
The graph represents a network of 7,277 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, 27 September 2021 at 04:19 UTC.

The requested start date was Monday, 27 September 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 9-day, 7-hour, 13-minute period from Thursday, 16 September 2021 at 20:50 UTC to Sunday, 26 September 2021 at 04:03 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 : 7277
Unique Edges : 5290
Edges With Duplicates : 11919
Total Edges : 17209
Number of Edge Types : 5
Retweet : 5375
MentionsInRetweet : 8153
Tweet : 1302
Replies to : 276
Mentions : 2103
Self-Loops : 1357
Reciprocated Vertex Pair Ratio : 0.025108133769385
Reciprocated Edge Ratio : 0.0489863126479366
Connected Components : 1048
Single-Vertex Connected Components : 494
Maximum Vertices in a Connected Component : 4360
Maximum Edges in a Connected Component : 12552
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.240422
Graph Density : 0.000183521579093173
Modularity : 0.544274
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,277 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, 27 September 2021 at 04:19 UTC.

The requested start date was Monday, 27 September 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 9-day, 7-hour, 13-minute period from Thursday, 16 September 2021 at 20:50 UTC to Sunday, 26 September 2021 at 04:03 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:
[118] https://www.independent.co.uk/voices/black-mothers-maternal-health-disparities-b1920594.html
[43] https://www.who.int/westernpacific/news/multimedia/infographics/maternal-health
[29] https://www.who.int/campaigns/world-patient-safety-day/2021
[23] https://act.momscleanairforce.org/bv8doaj?utm_source=twitter&utm_medium=social-media&utm_campaign=mcaf_none_upd_mem&utm_id=1572638891
[19] https://www.acog.org/-/media/project/acog/acogorg/files/advocacy/letters/2021/09/build-back-better-maternal-health-stakeholders-letter.pdf
[17] https://www.latimes.com/california/story/2021-09-17/california-to-receive-19-2-million-federal-funding-for-maternal-and-child-health-programs
[15] https://wsu.wd5.myworkdayjobs.com/en-US/WSU_Jobs/job/Assistant-Professor_R-2595
[13] https://ccf.georgetown.edu/2021/09/13/medicaid-expansion-narrows-maternal-health-coverage-gaps-but-racial-disparities-persist
[12] https://www.who.int/data/maternal-newborn-child-adolescent-ageing/global-strategy-data?selectedTabName=Country%20Profiles
[11] https://news.un.org/en/story/2021/09/1100212

Top URLs in Tweet in G1:
[12] https://www.who.int/data/maternal-newborn-child-adolescent-ageing/global-strategy-data?selectedTabName=Country%20Profiles
[8] https://figo.org/wpsd21
[7] https://www.newsecuritybeat.org/2021/09/respectful-maternity-care-maternal-mental-health-inextricably-linked/
[5] https://www.who.int/health-topics/maternal-health#tab=tab_1
[4] https://mmhtechcon.conference.tc/
[4] https://www.linkedin.com/pulse/beyond-four-walls-expanding-my-horizons-through-johnson-jan-flegeau/
[3] http://www.who.int/news-room/detail/27-04-2020-maternal-infections-in-health-facilities
[3] https://www.who.int/campaigns/world-patient-safety-day/2021
[3] https://www.pslhub.org/learn/patient-safety-in-health-and-care/high-risk-areas/maternity/maternal-care-and-safety-in-low-and-middle-income-countries-r5132/
[3] https://news.un.org/en/story/2021/09/1100212

Top URLs in Tweet in G2:
[18] https://www.who.int/campaigns/world-patient-safety-day/2021
[9] https://www.iweller.com/coronavirus/us-couple-kicked-out-of-texas-restaurant-for-wearing-masks-to-prevent-covid-19-spread-2/
[8] https://news.un.org/en/story/2021/09/1100212
[4] https://newsng.com.ng/health-expert-other-stakeholders-decry-increased-maternal-newborn-deaths/
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02551-1
[3] https://www.latimes.com/california/story/2021-09-17/california-to-receive-19-2-million-federal-funding-for-maternal-and-child-health-programs
[3] https://www.globaldiasporanews.com/who-asks-for-commitments-on-maternal-and-newborn-health/
[3] https://www.ssmhealth.com/blogs/ssm-health-matters/september-2021/understanding-placental-health
[3] https://www.iweller.com/all-health-fitness-tips/new-moms-are-dying-at-alarming-rates-in-the-us-but-the-hidden-crisis-is-that-many-of-these-deaths-are-suicides-2/
[2] https://www.futureofpersonalhealth.com/maternal-health/supporting-perinatal-mental-health-for-men/#

Top URLs in Tweet in G3:
[3] https://www.popsci.com/health/abortion-ban-deaths/
[2] https://www.naco.org/blog/hhs-provide-350-million-maternal-and-child-health-programs
[2] https://www.hhs.gov/about/news/2021/09/17/hhs-announces-350-million-to-strengthen-maternal-child-health-across-the-nation.html
[2] https://www.acog.org/-/media/project/acog/acogorg/files/advocacy/letters/2021/09/build-back-better-maternal-health-stakeholders-letter.pdf
[1] https://www.aft.org/hc/spring2021/taylor
[1] https://twitter.com/HHSGov/status/1438893010616524804
[1] https://www.hhs.gov/about/news/2021/09/17/hhs-announces-350-million-to-strengthen-maternal-child-health-across-the-nation.html?utm_source=twitter&utm_medium=social&utm_content=9172021&utm_term=maternal-health&utm_campaign=mch-funding
[1] https://twitter.com/RepUnderwood/status/1438970516509974531
[1] https://twitter.com/AmbRice46/status/1438898647786262542
[1] https://twitter.com/ibeblackgirl/status/1440103624718405632

Top URLs in Tweet in G4:
[7] https://www.acog.org/-/media/project/acog/acogorg/files/advocacy/letters/2021/09/build-back-better-maternal-health-stakeholders-letter.pdf
[5] https://www.eventbrite.com/e/advancing-maternal-health-equity-during-the-biden-administration-tickets-167884626437
[4] https://blackmaternalhealthcaucus-underwood.house.gov/media/press-releases/black-maternal-health-caucus-co-chairs-underwood-and-adams-celebrate-historic
[4] https://rtbhealthcare.org/statement-on-optimal-maternal-health/
[3] https://directorsblog.health.azdhs.gov/hear-her-learn-the-urgent-maternal-warning-signs-to-help-save-womens-lives/
[2] https://tcf.org/content/report/promoting-better-maternal-health-outcomes-closing-medicaid-postpartum-coverage-gap/
[2] https://tcf.org/content/report/tracking-progress-of-the-black-maternal-health-momnibus/
[2] https://tcf.org/content/commentary/advancing-maternal-health-equity-next-reconciliation-package/
[2] https://p2a.co/RY5Uhgp?iframe=1
[2] https://www.hhs.gov/about/news/2021/09/17/hhs-announces-350-million-to-strengthen-maternal-child-health-across-the-nation.html

Top URLs in Tweet in G5:
[4] https://www.globalcitizen.org/en/content/google-maps-maternal-health-care-nigeria/?utm_campaign=share&utm_medium=post-action&utm_source=twitter&_branch_match_id=link-965646799394134860
[1] https://www.statnews.com/2021/04/19/kamala-harris-black-maternal-health-momnibus/
[1] https://www.bbc.com/news/world-asia-58585323

Top URLs in Tweet in G6:
[3] https://www.youtube.com/watch?v=d664VoJ_TBY

[3] https://www.voice-online.co.uk/news/2021/09/16/black-maternal-health-week-black-mothers-endure-deep-inequalities-in-postnatal-mental-healthcare-reveals-study/
[3] https://q.health.org.uk/blog-post/forming-networks-makes-all-the-difference-a-parents-reflections-on-maternal-and-newborn-care/
[3] https://www.weahsn.net/our-work/improving-patient-safety/maternal-neonatal-health-safety-collaborative/
[2] https://www.independent.co.uk/voices/black-mothers-maternal-health-disparities-b1920594.html
[2] https://www.themotherhoodgroup.com/blackmaternalmentalhealthweek
[2] https://www.whec.com/rochester-new-york-news/sen-schumer-announces-black-maternal-health-momnibus-act/6232608/?cat=565
[1] https://londonnewsonline.co.uk/in-my-view-bell-ribeiro-addy-mp-for-streatham-4/
[1] https://twitter.com/fivexmore/status/1438072457693384704
[1] https://andrewmayers.uk/perinatal-mental-health

Top URLs in Tweet in G7:
[1] https://twitter.com/bisnujha/status/1440733772446515204
[1] https://twitter.com/DohaDebates/status/1438638835290853376
[1] https://globalbihari.com/world-patient-safety-day-promote-safe-maternal-and-newborn-practices/

Top URLs in Tweet in G8:
[11] https://ccf.georgetown.edu/2021/09/13/medicaid-expansion-narrows-maternal-health-coverage-gaps-but-racial-disparities-persist
[6] https://go.usa.gov:443/xMjt4
[4] https://birthequity.org/news/black-maternal-health-amicus-brief-filed/
[4] https://forms.office.com/Pages/ResponsePage.aspx?id=QImihGS0w0G6O7T6ZmW8BU7h7WkcGt9LlE7xpck7pjpUMDBMQk5IQVhZQUg5UVVIRkU5Tkg3MUxTVi4u
[3] https://www.supremecourt.gov/DocketPDF/19/19-1392/193076/20210920174752687_19-1392bsacBirthEquityOrganizationsAndScholars.pdf
[3] https://www.medicalnewstoday.com/articles/maternal-health-in-bipoc
[2] https://mchbridges.buzzsprout.com/
[2] https://birthequity.org/events/
[2] https://www.acog.org/-/media/project/acog/acogorg/files/advocacy/letters/2021/09/build-back-better-maternal-health-stakeholders-letter.pdf
[2] https://www.usccr.gov/reports/2021/racial-disparities-maternal-health

Top URLs in Tweet in G9:
[1] https://www.cehurd.org/we-need-to-rethink-the-safety-of-patients-in-our-health-facilities/
[1] https://twitter.com/estherbirungi4/status/1439903930604007433
[1] https://twitter.com/cehurduganda/status/1439223523755577346
[1] https://achest.org/index.php?option=com_zoo&task=item&item_id=324&Itemid=459
[1] https://achest.org/index.php?option=com_zoo&task=item&item_id=347&Itemid=459
[1] https://twitter.com/cehurduganda/status/1439216899078950919
[1] https://vomuhabura.com/mateke-champions-fight-to-improve-maternal-health-care-in-kisoro-reports-reveal-maternal-deaths-on-the-rise-during-lockdown/
[1] https://twitter.com/KasiitaMark/status/1439511448477130759
[1] https://healthreporters.info/who-asks-for-commitments-on-maternal-newborn-health/

Top URLs in Tweet in G10:
[5] https://www.usaid.gov/global-health/health-areas/maternal-and-child-health/information-center
[3] https://www.tripdatabase.com/r/11832819
[2] https://mmhtechcon.conference.tc/
[2] https://www.usaid.gov/global-health/health-areas/maternal-and-child-health
[2] https://www.mtapsprogram.org/our-resources/improving-access-to-maternal-newborn-and-child-health-medical-products-in-low-and-middle-income-countries-considerations-for-effective-registration-systems/
[2] https://tz.usembassy.gov/u-s-celebrates-5-years-of-delivery-of-malaria-reproductive-maternal-neonatal-child-and-adolescent-health-services-through-usaid-boresha-afya/
[2] https://www.engenderhealth.org/2021/09/15/world-patient-safety-day-quality-surgical-obstetric-care/
[1] https://www.mtapsprogram.org/our-resources/maternal-newborn-and-child-health-pharmaceutical-systems-strengthening-microlearning-course/
[1] https://www.mtapsprogram.org/news-blog/equipping-health-workers-with-treatment-protocols-and-job-aids-to-reduce-maternal-and-child-mortality-in-drc/
[1] https://mtapsprogram.org/our-resources/maternal-newborn-and-child-health-pharmaceutical-systems-strengthening-microlearning-course/

Top Domains
Top Domains in Tweet in Entire Graph:
[175] twitter.com
[135] co.uk
[120] who.int
[60] google.com
[30] youtube.com
[30] momscleanairforce.org
[21] zoom.us
[19] acog.org
[19] latimes.com
[17] figo.org

Top Domains in Tweet in G1:
[35] who.int
[12] figo.org
[10] newsecuritybeat.org
[8] twitter.com
[7] youtube.com
[7] pslhub.org
[5] linkedin.com
[4] conference.tc
[3] unfpa.org
[3] google.com

Top Domains in Tweet in G2:
[49] google.com
[34] twitter.com
[24] who.int
[16] iweller.com
[9] un.org
[8] youtube.com
[7] nature.com
[7] biomedcentral.com
[6] pairsonnalites.org
[6] com.ng

Top Domains in Tweet in G3:
[4] twitter.com
[3] popsci.com
[3] hhs.gov
[2] naco.org
[2] acog.org
[1] aft.org
[1] blackmillennials4flint.org
[1] virginia.gov
[1] patientengagementhit.com
[1] wttw.com

Top Domains in Tweet in G4:
[17] twitter.com
[8] tcf.org
[7] acog.org
[6] eventbrite.com
[5] house.gov
[5] figo.org
[4] rtbhealthcare.org
[3] azdhs.gov
[3] p2a.co
[3] bcbsprogresshealth.com

Top Domains in Tweet in G5:
[4] globalcitizen.org
[1] statnews.com
[1] bbc.com

Top Domains in Tweet in G6:
[9] twitter.com
[8] co.uk
[4] themotherhoodgroup.com
[3] youtube.com
[3] org.uk
[3] weahsn.net
[2] whec.com
[2] contemporaryobgyn.net
[1] andrewmayers.uk
[1] zoom.us

Top Domains in Tweet in G7:
[2] twitter.com
[1] globalbihari.com

Top Domains in Tweet in G8:
[13] georgetown.edu
[8] birthequity.org
[6] twitter.com
[6] usa.gov
[4] office.com
[3] usccr.gov
[3] supremecourt.gov
[3] medicalnewstoday.com
[2] medicaidinnovation.org
[2] buzzsprout.com

Top Domains in Tweet in G9:
[4] twitter.com
[2] achest.org
[1] cehurd.org
[1] vomuhabura.com
[1] healthreporters.info

Top Domains in Tweet in G10:
[8] usaid.gov
[7] mtapsprogram.org
[4] usembassy.gov
[3] twitter.com
[3] tripdatabase.com
[2] conference.tc
[2] usaidmomentum.org
[2] engenderhealth.org
[2] wiley.com
[2] campbellcollaboration.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[623] worldpatientsafetyday
[167] patientsafety
[157] worldpatientsafetyday2021
[134] momnibus
[120] covid19
[101] afghanistan
[92] buildbackbetter
[84] maternal
[80] health
[73] midwives



Top Hashtags in Tweet in G1:
[127] worldpatientsafetyday
[88] afghanistan
[84] patientsafety
[34] worldpatientsafetyday2021
[33] whatwomenwant
[31] midwives
[25] safebirthevenhere
[24] wpsd2021
[21] midwivesvoices
[18] africa

Top Hashtags in Tweet in G2:
[56] worldpatientsafetyday
[14] health
[12] who
[10] healthcare
[9] patientsafety
[7] newborn
[6] childbirth
[5] worldpatientsafetyday2021
[5] maternalhealth
[4] maternal

Top Hashtags in Tweet in G3:
[3] blackmamasmatter
[3] icymi
[3] hrsa
[3] maternal
[3] child
[2] respectourwomb
[2] blackmaternalhealth
[2] nacoblog
[2] maternalhealth
[2] advocacyintoaction

Top Hashtags in Tweet in G4:
[87] buildbackbetter
[81] momnibus
[20] blackmaternalhealth
[15] buildbackbetteract
[11] medicaid
[8] maternalhealth
[7] hearher
[6] momscantwait
[6] worldpatientsafetyday
[6] macsformoms

Top Hashtags in Tweet in G5:
[4] zaynnwfon
[4] globalcitizen
[4] kikaocultures
[4] afghanistan
[4] colombia
[1] emergencymedicine
[1] edutainmentbd

Top Hashtags in Tweet in G6:
[33] bmmhw21
[19] bmhaw21
[16] worldpatientsafetyday
[8] qcommunity
[6] mentalhealth
[6] fivexmore
[6] saferbirths
[4] maternalmentalhealth
[4] celebratingconnections
[4] ihvebp2021

Top Hashtags in Tweet in G7:
[174] worldpatientsafetyday
[2] patientsafety
[2] health
[2] worldpatientsafetyday2021
[2] wokha
[1] disabilityinclusive
[1] mentalhealthmatters
[1] patientsafetyday
[1] maternalhealth
[1] news

Top Hashtags in Tweet in G8:
[23] medicaid
[17] maternalhealth
[9] worldpatientsafetyday2021
[6] climateweek2021
[4] blackmaternalhealth
[3] medicaidexpansion
[3] racialdisparities
[3] covid19
[3] climatejusticeisreproductivejustice
[2] scotus

Top Hashtags in Tweet in G9:
[32] safetyinhealthfacilities
[21] ichuganda
[17] worldcontraceptionday2021
[16] worldpatientsafetyday
[4] safeandlegalcare
[3] covid19
[3] uracsrday
[2] makingunsafeabortionhistory
[2] abortionhealthcareug
[2] 30yearsstronger

Top Hashtags in Tweet in G10:
[40] worldpatientsafetyday2021
[38] midwives
[37] nurses
[26] mnch
[25] worldpharmacistsday
[20] worldpatientsafetyday
[9] momandbaby
[7] systematicreview
[6] kigoma
[6] simiyu

Top Words
Top Words in Tweet in Entire Graph:
[5459] health
[5364] maternal
[1526] care
[1005] newborn
[970] black
[970] safe
[857] women
[767] child
[623] #worldpatientsafetyday
[611] those

Top Words in Tweet in G1:
[722] maternal
[710] health
[380] care
[294] safe
[253] newborn
[167] workers
[151] safety
[139] day
[138] women
[132] access

Top Words in Tweet in G2:
[673] health
[613] maternal
[203] care
[180] child
[145] newborn
[98] safety
[89] women
[89] world
[74] safe
[73] patient

Top Words in Tweet in G3:
[387] health
[377] maternal
[362] hhsgov
[324] infant
[323] 350
[323] million
[318] administration
[317] vp
[316] families
[315] investing

Top Words in Tweet in G4:
[269] health
[263] maternal
[122] bmhcaucus
[117] act
[108] black
[98] energycommerce
[88] tcfdotorg
[88] #buildbackbetter
[85] repunderwood
[84] join

Top Words in Tweet in G5:
[574] those
[287] cadeyharrel
[287] pandemic
[287] ripping
[287] bandage
[287] festering
[287] wound
[287] sadly
[287] suffer
[286] alread

Top Words in Tweet in G6:
[285] black
[279] maternal
[277] health
[135] week
[115] awareness
[99] mental
[91] fivexmore
[66] uk
[62] day
[62] safety

Top Words in Tweet in G7:
[206] maternal
[195] mansukhmandviya
[193] launched
[174] addressed
[174] #worldpatientsafetyday
[174] theme
[173] event
[173] born
[170] 'safety
[170] care'

Top Words in Tweet in G8:
[199] maternal
[183] health
[109] birthequity
[108] report
[79] usccrgov
[57] disparities
[55] racial
[54] women
[54] state
[49] more

Top Words in Tweet in G9:
[296] health
[243] maternal
[94] care
[84] deaths
[83] safe
[83] newborn
[63] cehurduganda
[57] safety
[56] theme
[51] skilled

Top Words in Tweet in G10:
[148] maternal
[145] health
[97] care
[89] newborn
[52] child
[52] usaid
[48] safe
[45] jhpiego
[40] #worldpatientsafetyday2021
[39] mtaps_program

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1783] maternal,health
[936] maternal,newborn
[544] newborn,care
[507] safe,maternal
[477] maternal,child
[468] child,health
[454] maternal,infant
[417] black,maternal
[411] health,care
[409] infant,health

Top Word Pairs in Tweet in G1:
[250] maternal,newborn
[167] health,workers
[154] newborn,care
[119] safe,maternal
[118] facility,managers
[93] access,safe
[86] maternal,health
[86] safe,respectful
[84] health,care
[81] day,calling

Top Word Pairs in Tweet in G2:
[156] maternal,health
[143] maternal,newborn
[136] maternal,child
[131] child,health
[68] patient,safety
[66] newborn,care
[65] health,care
[50] fighting,stigma
[45] safe,maternal
[42] newborn,health

Top Word Pairs in Tweet in G3:
[323] 350,million
[322] maternal,infant
[316] million,maternal
[316] infant,health
[315] administration,investing
[315] investing,350
[315] health,nation
[315] nation,families
[314] families,funds
[314] funds,hhsgov

Top Word Pairs in Tweet in G4:
[209] maternal,health
[84] #buildbackbetter,act
[70] last,week
[65] health,crisis
[64] thrilled,join
[64] join,tcfdotorg
[64] tcfdotorg,frankpallone
[64] frankpallone,senbooker
[64] senbooker,repgwenmoore
[64] repgwenmoore,reprobinkelly

Top Word Pairs in Tweet in G5:
[287] pandemic,ripping
[287] ripping,bandage
[287] bandage,festering
[287] festering,wound
[287] wound,sadly
[287] sadly,those
[287] those,suffer
[287] suffer,those
[286] cadeyharrel,pandemic
[286] those,alread

Top Word Pairs in Tweet in G6:
[186] black,maternal
[165] maternal,health
[81] mental,health
[66] maternal,mental
[61] health,awareness
[61] awareness,week
[59] health,week
[52] raising,awareness
[46] committed,raising
[46] awareness,highlighting

Top Word Pairs in Tweet in G7:
[173] addressed,event
[173] maternal,born
[170] event,#worldpatientsafetyday
[170] #worldpatientsafetyday,theme
[170] theme,'safety
[170] 'safety,maternal
[170] born,care'
[170] care',launched
[169] mansukhmandviya,addressed
[169] launched,guidelin

Top Word Pairs in Tweet in G8:
[123] maternal,health
[53] racial,disparities
[48] disparities,maternal
[45] report,racial
[41] breaking,hhsgov
[41] hhsgov,announced
[41] announced,nearly
[41] nearly,350
[41] 350,million
[41] million,awards

Top Word Pairs in Tweet in G9:
[62] maternal,newborn
[54] maternal,deaths
[51] skilled,health
[49] safe,maternal
[49] newborn,care
[46] maternal,health
[40] high,rate
[40] rate,maternal
[39] health,workers
[37] world,patient

Top Word Pairs in Tweet in G10:
[86] maternal,newborn
[46] child,health
[42] safe,maternal
[42] newborn,care
[37] #nurses,#midwives
[37] #midwives,frontlines
[37] frontlines,safe
[37] care,#worldpatientsafetyday2021
[37] #worldpatientsafetyday2021,calling
[36] jhpiego,#nurses

Top Replied-To
Top Replied-To in Entire Graph:
@sportpesa
@womenwithamiss1
@brookslasurecms
@lordmarkvet
@who
@hhsgov
@pro__at__life
@talibansoldiers
@vivek_nrsmc
@motherwellceo

Top Replied-To in G1:
@drtedros
@pmnch
@vivek_nrsmc
@figohq
@srujith
@thegff
@sdg2030
@gibranstormcrow
@frankacadee
@mnageswarraoips

Top Replied-To in G3:
@marcusdotm
@vp
@malika_imani
@jamesabides1
@2npac
@claimguy1
@nacotweets
@westchestergov
@hhsgov

Top Replied-To in G4:
@brookslasurecms
@marchofdimes
@drtaylor09
@ruthforhouse
@david_darmofal
@hhsgov
@healthconnctone
@thehill
@doccrearperry
@bmhcaucus

Top Replied-To in G5:
@cadeyharrel

Top Replied-To in G6:
@fivexmore
@agnes_agyepong

Top Replied-To in G7:
@mansukhmandviya

Top Replied-To in G8:
@hhsgov
@georgetownccf
@fitzprov
@birthequity

Top Replied-To in G9:
@womenwithamiss1
@atuhairecarol10
@healthpotug

Top Replied-To in G10:
@nyarugurudistr

Top Mentioned
Top Mentioned in Entire Graph:
@hhsgov
@who
@vp
@cadeyharrel
@mansukhmandviya
@hackneyabbott
@birthequity
@bmhcaucus
@energycommerce
@fivexmore

Top Mentioned in G1:
@who
@drtedros
@whoafro
@whoemro
@unfpa
@un
@wra_k
@whoukraine
@moh_ukraine
@who_zimbabwe

Top Mentioned in G2:
@pairsonnalitesa
@najlaa_siddiq
@healthsaarthi
@mugenyinathans
@stigmabase
@goalsyearbook
@williesband
@cococondottiere

Top Mentioned in G3:
@hhsgov
@vp
@hrsagov
@jayjay827
@sistersong_woc
@hhs_iea
@jennmcclellanva
@melinatedmoms
@commonwealthfnd
@cadeyharrel

Top Mentioned in G4:
@bmhcaucus
@energycommerce
@tcfdotorg
@repunderwood
@frankpallone
@senbooker
@replbr
@repgwenmoore
@reprobinkelly
@ruthforhouse

Top Mentioned in G5:
@cadeyharrel
@senatorshaheen
@medglobalorg
@zaynnblaq
@usnehal
@vp
@wahidmajrooh

Top Mentioned in G6:
@fivexmore
@motherhoodgroup
@bellribeiroaddy
@who
@sthlondonpress
@agnes_agyepong
@ruthoshikanlu
@mmhalliance
@kimjohnsonmp
@rcpsychperi

Top Mentioned in G7:
@mansukhmandviya
@mohfw_india
@who
@nhpindia
@bureaucratsind
@biharhealthdept
@drsitu
@cbm_global
@whosearo
@pbns_india

Top Mentioned in G8:
@birthequity
@hhsgov
@usccrgov
@nychealthy
@naturbanleague
@georgetownccf
@wheelerskye
@zerotothree
@healthyinfla
@innov8medicaid

Top Mentioned in G9:
@cehurduganda
@estherbirungi4
@ichuganda
@minofhealthug
@urauganda
@siphouganda
@far_uganda
@gcwr_uganda
@jeewagug
@melyvinem

Top Mentioned in G10:
@jhpiego
@usaid
@mtaps_program
@usaidgh
@usaid_momentum
@engenderhealth
@usembassytz
@takedapharma
@tdrfund
@usaidmozambique

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@matthewtwihard
@dichristine
@pairsonnalites
@pairsonnalitesu
@pairsonnalitesa
@monicasloves
@56perumal
@andyvermaut
@sahelhkj

Top Tweeters in G1:
@sahelhkj
@rjber15
@viralvideovlogs
@cotey_mary
@pickooo
@dev_discourse
@slimchick1900
@newindianxpress
@canisgallicus
@penndragonart

Top Tweeters in G2:
@matthewtwihard
@pairsonnalites
@pairsonnalitesu
@pairsonnalitesa
@andyvermaut
@crweworld
@prpnews
@pairsonnalitesn
@naijawhatsup
@stigmabase

Top Tweeters in G3:
@jornalistavitor
@solutioneer72
@insdatainter
@drocktrot
@justwhatnowwhy
@hijcp
@gwydion620
@jayoung1892
@fwdcrocblu
@docrocktex26

Top Tweeters in G4:
@kat4obama
@backstorymom1
@thehill
@all435reps
@whirledcitizen_
@marciabunney
@austinlouis5
@cultiv8hope
@drdind
@contenttba

Top Tweeters in G5:
@lizditz
@marthalynneowe1
@b1e56df9ce6549f
@katcapps
@sar_oso
@cblazblaz
@multijo1
@skepmi
@familygrowing1
@brettaapplebaum

Top Tweeters in G6:
@swirlosquirrel
@mentalhealthbo5
@raginglibnana
@johnhughes127
@emclimited
@traceyh4ncg
@kemi_oloye
@sheena_byrom
@a_treaclemine
@jwinstone1

Top Tweeters in G7:
@56perumal
@parthpa07241800
@rohithiware
@viralvm69
@pranav9983
@dewbispeaks
@vishnus47793080
@arikgandhi
@himanshu0070070
@pib_india

Top Tweeters in G8:
@avonan
@rachelandco
@kathleenwoodw17
@dareadamaraa
@ttm71010
@amalegrooming
@publichealthmap
@misspaulagreen
@lacted
@ericmgarcia

Top Tweeters in G9:
@guardian
@omuzibuwaalu
@ntvuganda
@evelyn_nakayi
@paulwebs1
@beinomugisha_iv
@the_travor_guy
@rachealkyy
@aupalemmanuel
@dianagenius_

Top Tweeters in G10:
@saashasingh1
@faryus88
@bttbbrack
@apo_source
@bluesake
@manpeac36789568
@woroud
@gatjmv
@anthonygyamfi11
@indradhoj