Maternal health, Twitter, 8/13/2019 11:26:37 AM, 206628


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Maternal health_2019-08-13_03-39-13.xlsx
Maternal health_2019-08-13_03-39-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Short Description:
Maternal health via NodeXL http://bit.ly/2YJyzSv
@petebuttigieg
@mayorbowser
@misssophiebot
@lltwing
@kylegriffin1
@who
@lobylyn
@mclemoremr
@arch_nutrition
@thewaywithanoa

Top hashtags:
#breastfeeding
#worldbreastfeedingweek
#wbw2019
#sonkotransformspumwanimaternity

Description:
Description
The graph represents a network of 4,826 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 Tuesday, 13 August 2019 at 10:40 UTC.

The requested start date was Monday, 12 August 2019 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, 14-hour, 13-minute period from Saturday, 03 August 2019 at 09:47 UTC to Monday, 12 August 2019 at 00:01 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 : 4826
Unique Edges : 6030
Edges With Duplicates : 1746
Total Edges : 7776
Number of Edge Types : 3
Replies to : 223
Mentions : 6775
Tweet : 778
Self-Loops : 778
Reciprocated Vertex Pair Ratio : 0.0255172413793103
Reciprocated Edge Ratio : 0.0497646267652993
Connected Components : 643
Single-Vertex Connected Components : 272
Maximum Vertices in a Connected Component : 2671
Maximum Edges in a Connected Component : 5174
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.480545
Graph Density : 0.000255438481970501
Modularity : 0.750486
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[257] https://www.essence.com/news/pete-buttigieg-rural-healthcare-black-america/
[51] https://kamalaharris.org/repro-rights/
[39] https://www.eventbrite.com/e/mayor-muriel-bowsers-national-maternal-and-infant-health-summit-registration-62163690271
[14] https://www.stltoday.com/lifestyles/health-med-fit/ferguson-becomes-fertile-ground-for-a-revolution-in-black-maternal/article_7a33bbe9-1d81-58dd-9c04-6ac18772f1fb.html
[14] https://calmatters.org/health/2019/07/postpartum-mental-illness-california-maternal-health/
[13] http://stores.praeclaruspress.com/battling-over-birth-black-women-and-the-maternal-health-care-crisis/
[13] https://www.orfonline.org/research/maternal-health-changing-world-panel-discussion-54036/
[12] https://www.stltoday.com/lifestyles/health-med-fit/ferguson-becomes-fertile-ground-for-a-revolution-in-black-maternal/article_7a33bbe9-1d81-58dd-9c04-6ac18772f1fb.html?utm_content=buffer9018e&utm_medium=social&utm_source=twitter.com&utm_campaign=LEEDCC
[9] http://www.chicagomag.com/city-life/July-2019/Chicagos-Maternal-Health-Crisis/
[8] https://mailchi.mp/nigeriahealthwatch/top-ten-news-items-on-health-09-august-2019

Top URLs in Tweet in G1:
[255] https://www.essence.com/news/pete-buttigieg-rural-healthcare-black-america/
[5] https://khn.org/morning-breakout/buttigieg-rolls-out-rural-health-plan-with-focus-on-access-opioids-and-maternal-mortality-rates/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.politico.com/story/2019/08/09/how-pete-buttigieg-would-overhaul-rural-health-1454498
[2] https://peteforamerica.com/rural-health
[2] https://twitter.com/petebuttigieg/status/1159787218220851200
[2] https://peteforamerica.com/rural-health/
[1] https://twitter.com/DMRegister/status/1158724405729644545
[1] https://trib.al/Pw1MTmc
[1] https://trib.al/Agvtl2a
[1] https://twitter.com/Essence/status/1159887151024287745

Top URLs in Tweet in G2:
[5] https://calmatters.org/health/2019/07/postpartum-mental-illness-california-maternal-health/
[4] https://www.stltoday.com/lifestyles/health-med-fit/ferguson-becomes-fertile-ground-for-a-revolution-in-black-maternal/article_7a33bbe9-1d81-58dd-9c04-6ac18772f1fb.html
[4] https://www.orfonline.org/hindi-post/utkrisht-development-impact-bond-solution-financing-maternal-health-54143/
[3] https://www.globaldiasporanews.com/consultancy-design-of-training-programme-and-materials-for-health-practitioners-in-the-areas-of-air-pollution-and-maternal-and-child-health-ulaanbaatar-mongolia/
[3] https://healthy.core-belief.com/miic-2-0-2019-boost-maternal-mental-health-via-an-app-fulcrum/
[3] https://www.arbd.com/factors-impacting-maternal-health-during-hospital-births-2/
[3] http://www.lifenews.com/2018/04/06/obgyn-warns-how-abortion-activists-are-lying-to-get-people-to-support-legalizing-abortion-in-ireland/
[2] https://dcmaternalhealth.com/
[2] https://ccf.georgetown.edu/2019/05/09/medicaid-expansion-fills-gaps-in-maternal-health-coverage-leading-to-healthier-mothers-and-babies/
[2] https://www.eventbrite.com/e/mayor-muriel-bowsers-national-maternal-and-infant-health-summit-registration-62163690271

Top URLs in Tweet in G3:
[2] https://www.axios.com/racism-cause-children-health-issues-0da8f4a9-3ec2-4da8-9387-71087a05bb71.html?utm_source=twitter&utm_medium=social&utm_campaign=organic&utm_content=1100
[1] https://act1.myngp.com/Forms/937311672446484480

Top URLs in Tweet in G4:
[2] https://www.wvi.org/stories/maternal-newborn-and-child-health/women-cannot-breastfeed-alone
[1] https://twitter.com/andrewsuleh/status/1160204742112534529
[1] https://macacid24.wordpress.com/2019/08/10/maternal-health-rights-are-not-for-sale/
[1] https://www.sciencedirect.com/science/article/abs/pii/S0266613819302074
[1] https://www.linkedin.com/slink?code=gSG65QF

Top URLs in Tweet in G5:
[2] https://www.unhcr.org/news/stories/2019/7/5d3723374/pregnant-women-flee-lack-maternal-health-care-venezuela.html?utm_source=twitter&utm_campaign=HQ_EN_post_Global_Core%2520Social%2520Media%2520Outreach&utm_medium=social
[1] https://www.instagram.com/p/B1B8wJTnrNq/?igshid=1jp4jw0wwx64o
[1] https://www.who.int/en/news-room/fact-sheets/detail/maternal-mortality
[1] https://www.unfpa.org/news/want-end-preventable-maternal-deaths-spend-least-six-times-more-2030
[1] https://www.brit.co/why-pmad-is-replacing-postpartum-depression-as-the-catch-all-for-maternal-mental-health/
[1] https://www.who.int/news-room/commentaries/detail/world-breastfeeding-week-2019-message?utm_source=americares&utm_medium=twitter&utm_campaign=august_who&utm_content=080719_org01
[1] https://www.unhcr.org/news/stories/2019/7/5d3723374/pregnant-women-flee-lack-maternal-health-care-venezuela.html?utm_medium=social&utm_campaign=HQ_EN_post_Global_Core%2520Social%2520Media%2520Outreach&utm_source=twitter
[1] https://www.unhcr.org/news/stories/2019/7/5d3723374/pregnant-women-flee-lack-maternal-health-care-venezuela.html

Top URLs in Tweet in G6:
[1] https://www.self.com/story/abortion-is-health-care-end-of-story
[1] https://www.scientificamerican.com/article/to-prevent-women-from-dying-in-childbirth-first-stop-blaming-them/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf211132010=1

Top URLs in Tweet in G7:
[37] https://www.eventbrite.com/e/mayor-muriel-bowsers-national-maternal-and-infant-health-summit-registration-62163690271
[5] http://thejmch.com/
[5] https://www.eventbrite.com/e/black-maternal-health-summit-tickets-61652494270
[3] https://www.kff.org/global-health-policy/fact-sheet/the-u-s-government-and-global-maternal-and-child-health/
[3] https://www.akinpedia.com/access-bank-maternal-health-service-support-for-women/
[2] https://www.careerarc.com/job-listing/providence-health-services-jobs-maternal-fetal-medicine-physician-28108872?campaign_id=11362&src=102&tx=W6Uj1qi8ZPXzNw&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[2] https://jcgregsolutions.wordpress.com/2019/08/06/mediterranean-diet-during-pregnancy-associated-with-improved-maternal-health-outcomes/
[2] https://rssfeeds.cloudsite.builders/2019/08/11/buttigieg-rolls-out-rural-health-plan-with-focus-on-access-opioids-and-maternal-mortality-rates/
[2] https://academicheroes.com/maternal-and-child-health-nursing/
[2] https://social.icims.com/board/Jefferson-Center-for-Mental-Health-1813.html?isd_source=twitter&isd_pub=2326436

Top URLs in Tweet in G8:
[2] https://www.livemint.com/mint-lounge/features/banking-on-breast-milk-1562923120821.html
[1] https://www.path.org/programs/maternal-newborn-child-health-and-nutrition/increasing-access-and-intake-human-milk/?&utm_source=twitter&utm_medium=organicsocial&utm_campaign=general&utm_content=landingpage
[1] https://www.instagram.com/p/B0-SsF0gkdc/?igshid=99xp5lqe3m01
[1] https://twitter.com/KTNKenya/status/1158078990936150016
[1] https://twitter.com/Shikoohz/status/1158082690521976832

Top URLs in Tweet in G9:
[8] https://mailchi.mp/nigeriahealthwatch/top-ten-news-items-on-health-09-august-2019
[1] https://www.f6s.com/maternalhealthhackathon/apply
[1] http://nigeriahealthwatch.us8.list-manage2.com/subscribe?u=1eb94606ed6eb9189fc0467f5&id=5178bee4bb
[1] https://www.unfpa.org/resources/indigenous-womens-maternal-health-and-maternal-mortality
[1] https://www.devex.com/news/sponsored/maternal-health-the-next-frontier-for-private-sector-engagement-94406
[1] https://nursing.jnj.com/innovate-with-us/nurses-innovate-quickfire-challenge
[1] https://www.facebook.com/repunderwood/videos/2333322053441548/
[1] https://twitter.com/gatesfoundation/status/1158377202876067847
[1] http://www.ipsnews.net/2019/08/protect-support-empower-girls-lake-chad-region/

Top URLs in Tweet in G10:
[12] https://www.stltoday.com/lifestyles/health-med-fit/ferguson-becomes-fertile-ground-for-a-revolution-in-black-maternal/article_7a33bbe9-1d81-58dd-9c04-6ac18772f1fb.html?utm_content=buffer9018e&utm_medium=social&utm_source=twitter.com&utm_campaign=LEEDCC
[9] https://www.stltoday.com/lifestyles/health-med-fit/ferguson-becomes-fertile-ground-for-a-revolution-in-black-maternal/article_7a33bbe9-1d81-58dd-9c04-6ac18772f1fb.html
[6] https://www.healio.com/pediatrics/neonatal-medicine/news/online/%7B00b60c3a-602d-49bd-90f1-e9ddaf2b104f%7D/infant-maternal-health-supported-through-world-breastfeeding-week
[5] https://www.stltoday.com/lifestyles/health-med-fit/ferguson-becomes-fertile-ground-for-a-revolution-in-black-maternal/article_7a33bbe9-1d81-58dd-9c04-6ac18772f1fb.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=dlvr
[5] https://www.stltoday.com/lifestyles/health-med-fit/ferguson-becomes-fertile-ground-for-a-revolution-in-black-maternal/article_7a33bbe9-1d81-58dd-9c04-6ac18772f1fb.html?utm_content=bufferf155b&utm_medium=social&utm_source=twitter.com&utm_campaign=LEEDCC
[5] https://www.stltoday.com/lifestyles/health-med-fit/ferguson-becomes-fertile-ground-for-a-revolution-in-black-maternal/article_7a33bbe9-1d81-58dd-9c04-6ac18772f1fb.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[4] https://www.stltoday.com/lifestyles/health-med-fit/ferguson-becomes-fertile-ground-for-a-revolution-in-black-maternal/article_7a33bbe9-1d81-58dd-9c04-6ac18772f1fb.html#3
[3] http://www.chicagomag.com/city-life/July-2019/Chicagos-Maternal-Health-Crisis/
[3] https://www.kff.org/news-summary/providing-quality-care-that-addresses-local-contexts-critical-to-maternal-newborn-health/
[2] https://www.hsph.harvard.edu/magazine/magazine_article/america-is-failing-its-black-mothers/

Top Domains
Top Domains in Tweet in Entire Graph:
[257] essence.com
[104] twitter.com
[58] stltoday.com
[51] kamalaharris.org
[51] eventbrite.com
[27] instagram.com
[18] orfonline.org
[14] calmatters.org
[13] praeclaruspress.com
[12] devex.com

Top Domains in Tweet in G1:
[255] essence.com
[6] khn.org
[5] twitter.com
[4] peteforamerica.com
[3] politico.com
[2] trib.al
[1] stltoday.com
[1] cnn.com
[1] bit.ly
[1] washingtonpost.com

Top Domains in Tweet in G2:
[26] twitter.com
[10] stltoday.com
[8] instagram.com
[6] dlvr.it
[6] worldwidenetjobs.com
[5] calmatters.org
[4] pairsonnalites.org
[4] orfonline.org
[3] blogspot.com
[3] linkedin.com

Top Domains in Tweet in G3:
[2] axios.com
[1] myngp.com

Top Domains in Tweet in G4:
[2] wvi.org
[1] twitter.com
[1] wordpress.com
[1] sciencedirect.com
[1] linkedin.com

Top Domains in Tweet in G5:
[4] unhcr.org
[2] who.int
[1] instagram.com
[1] unfpa.org
[1] brit.co

Top Domains in Tweet in G6:
[1] self.com
[1] scientificamerican.com

Top Domains in Tweet in G7:
[42] eventbrite.com
[11] instagram.com
[5] thejmch.com
[3] kff.org
[3] akinpedia.com
[3] icims.com
[2] azdhs.gov
[2] careerarc.com
[2] wordpress.com
[2] cloudsite.builders

Top Domains in Tweet in G8:
[2] livemint.com
[2] twitter.com
[1] path.org
[1] instagram.com

Top Domains in Tweet in G9:
[8] mailchi.mp
[1] f6s.com
[1] list-manage2.com
[1] unfpa.org
[1] devex.com
[1] jnj.com
[1] facebook.com
[1] twitter.com
[1] ipsnews.net

Top Domains in Tweet in G10:
[45] stltoday.com
[6] healio.com
[3] chicagomag.com
[3] kff.org
[3] newsecuritybeat.org
[2] harvard.edu
[2] co.zw
[1] wbez.org
[1] theyeshivaworld.com
[1] self.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[145] breastfeeding
[89] worldbreastfeedingweek
[76] wbw2019
[65] sonkotransformspumwanimaternity
[60] kamalacare
[56] maternalhealth
[49] dcmaternalhealth
[41] health
[40] maternal
[29] rmncah19



Top Hashtags in Tweet in G1:
[2] peteforamerica
[1] iacaucus
[1] pete2020
[1] healthcare
[1] wocdebatewatch

Top Hashtags in Tweet in G2:
[11] health
[10] maternal
[8] breastfeeding
[8] maternalhealth
[5] wbw2019
[4] pregnancy
[4] mentalhealth
[3] maternity
[3] worldbreastfeedingweek
[3] physician

Top Hashtags in Tweet in G3:
[2] exposefakeclinics
[2] endthelies
[1] rt

Top Hashtags in Tweet in G4:
[27] rmncah19
[22] freemulago4all
[14] kampala
[11] opendoors2mulago
[6] now
[5] mulago4all
[4] happeningnow
[4] rmncah2019
[4] breastfeeding
[3] partners

Top Hashtags in Tweet in G5:
[74] breastfeeding
[37] worldbreastfeedingweek
[15] turkana
[4] kakuma19
[4] cidp
[3] sdg3
[3] chws
[2] kisedp
[2] venezuela
[1] standup4humanrights

Top Hashtags in Tweet in G6:
[1] exposefakeclinics
[1] endthelies
[1] strongwomen
[1] blackbabiesmatter
[1] blackmamas
[1] stopthestigma
[1] bmhw19

Top Hashtags in Tweet in G7:
[48] dcmaternalhealth
[9] uganda
[9] yha
[6] corehealthfargo
[5] sleeplessnights
[5] children
[5] pediatricchiropractor
[5] tired
[4] maternalmondays
[3] upallnight

Top Hashtags in Tweet in G8:
[65] sonkotransformspumwanimaternity
[16] cribofdeath
[1] kenya
[1] maternalmhmatters
[1] ppd
[1] pnd
[1] mentalhealth

Top Hashtags in Tweet in G9:
[26] wbw2019
[16] healthmeetstechng
[13] worldbreastfeedingweek
[9] frontlinefriday
[9] weekinreview
[9] nhwtop10
[9] didyouknow
[9] indigenouspeoplesday
[8] breastfeeding
[8] maternalmonday

Top Hashtags in Tweet in G10:
[16] blackmaternalhealth
[13] moleg
[11] blackmamasmatter
[6] wbw19
[5] reproductivejustice
[5] uganda
[5] maternalhealth
[3] beyondbirthwork
[3] globalhealthsecurity
[3] doula

Top Words
Top Words in Tweet in Entire Graph:
[3484] Words in Sentiment List#1: Positive
[3135] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[113940] Non-categorized Words
[120559] Total Words
[4340] health
[3401] maternal
[732] child
[633] care
[629] black

Top Words in Tweet in G1:
[576] health
[381] petebuttigieg
[356] maternal
[317] plan
[306] black
[274] crisis
[267] rural
[262] end
[255] essence
[253] help

Top Words in Tweet in G2:
[298] health
[268] maternal
[226] à
[57] child
[50] care
[45] â
[41] women
[39] mental
[36] s
[33] mortality

Top Words in Tweet in G3:
[454] racism
[229] stress
[228] health
[227] long
[227] term
[227] negative
[227] effects
[227] children's
[227] generated
[227] experiences

Top Words in Tweet in G4:
[397] health
[337] maternal
[158] child
[123] reproductive
[112] adolescent
[108] newborn
[82] services
[72] neonatal
[68] assembly
[68] uganda

Top Words in Tweet in G5:
[247] health
[202] maternal
[139] ðÿ
[108] longer
[108] durations
[108] maternity
[108] leave
[108] associated
[108] improved
[108] physical

Top Words in Tweet in G6:
[75] health
[55] care
[52] abortion
[47] pregnancy
[46] 2
[46] million
[45] year
[45] faux
[45] crisis
[44] reprorights

Top Words in Tweet in G7:
[244] maternal
[236] health
[161] national
[153] mayorbowser
[117] healthy
[106] join
[93] infant
[82] today
[75] september
[71] s

Top Words in Tweet in G8:
[226] health
[180] maternal
[65] #sonkotransformspumwanimaternity
[55] sonko
[53] services
[53] day
[47] wife
[47] running
[45] simiyuhiphoree
[45] marathons

Top Words in Tweet in G9:
[72] health
[71] maternal
[33] shade_gold1
[33] hafaing
[33] nmanigeria
[33] deboodulana
[33] mathking1
[33] okanlawonayo
[33] drzobo
[33] mallampelliks

Top Words in Tweet in G10:
[129] maternal
[119] health
[68] black
[44] s
[40] blkmamasmatter
[38] ground
[38] ferguson
[38] stltoday
[36] care
[36] becomes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1365] maternal,health
[449] maternal,child
[440] child,health
[394] black,maternal
[303] health,crisis
[298] maternal,mortality
[281] health,services
[278] health,care
[263] end,black
[261] long,term

Top Word Pairs in Tweet in G1:
[275] maternal,health
[270] health,crisis
[268] black,maternal
[262] end,black
[254] essence,petebuttigieg
[253] help,end
[252] petebuttigieg,help
[169] plan,expand
[169] expand,access
[169] access,health

Top Word Pairs in Tweet in G2:
[192] à,à
[91] maternal,health
[40] maternal,child
[35] child,health
[33] mental,health
[22] maternal,mortality
[19] maternal,infant
[18] health,care
[18] maternal,mental
[17] improve,maternal

Top Word Pairs in Tweet in G3:
[227] racism,long
[227] long,term
[227] term,negative
[227] negative,effects
[227] effects,children's
[227] children's,health
[227] health,stress
[227] stress,generated
[227] generated,experiences
[227] experiences,racism

Top Word Pairs in Tweet in G4:
[119] reproductive,maternal
[109] child,adolescent
[108] maternal,newborn
[103] newborn,child
[103] maternal,health
[102] adolescent,health
[67] maternal,neonatal
[55] health,assembly
[51] annual,reproductive
[47] assembly,2019

Top Word Pairs in Tweet in G5:
[108] longer,durations
[108] durations,maternity
[108] maternity,leave
[108] leave,associated
[108] associated,improved
[108] improved,maternal
[108] maternal,physical
[108] physical,mental
[83] maternal,health
[75] mental,health

Top Word Pairs in Tweet in G6:
[50] health,care
[45] 2,million
[44] year,georgia
[44] georgia,allocates
[44] allocates,whopping
[44] whopping,2
[44] million,anti
[44] anti,abortion
[44] abortion,faux
[44] faux,health

Top Word Pairs in Tweet in G7:
[86] maternal,infant
[82] national,maternal
[61] infant,health
[60] health,summit
[54] maternal,child
[53] september,join
[53] national,discussion
[51] healthy,baby
[51] baby,starts
[51] starts,healthy

Top Word Pairs in Tweet in G8:
[163] maternal,health
[49] health,services
[44] wife,several
[44] several,years
[44] years,now
[44] now,running
[44] running,marathons
[44] marathons,maternal
[44] health,husband
[44] husband,day

Top Word Pairs in Tweet in G9:
[33] shade_gold1,hafaing
[33] hafaing,nmanigeria
[33] nmanigeria,deboodulana
[33] deboodulana,mathking1
[33] mathking1,okanlawonayo
[33] okanlawonayo,drzobo
[33] drzobo,mallampelliks
[33] mallampelliks,abujaupdate
[24] nighealthwatch,shade_gold1
[24] abujaupdate,talkhealth

Top Word Pairs in Tweet in G10:
[69] maternal,health
[44] black,maternal
[34] ferguson,becomes
[32] u,s
[30] maternal,healthcare
[28] recognizing,history
[28] history,racism
[28] racism,health
[28] health,disparities
[28] disparities,maternal

Top Replied-To
Top Replied-To in Entire Graph:
@healthertainer
@shade_gold1
@essence
@brittmchenry
@edskipper
@fimiletoks
@safaricomfdn
@mayorbowser
@misraneha
@senatorwicker

Top Replied-To in G1:
@essence
@petebuttigieg
@spyglass1999
@thehill
@politico

Top Replied-To in G4:
@davidkabanda
@jnwalumbe
@sadearh
@janeruth_aceng

Top Replied-To in G6:
@drstevejacobs
@ivankatrump
@davepellowe
@sam_deloach
@mariana_na_na
@thewaywithanoa
@madsnowpeeps
@malaikajabali
@steffenfinch
@capitalistgoatt

Top Replied-To in G7:
@mayorbowser

Top Replied-To in G8:
@perinatalke
@simiyuhiphoree
@brutalhonest3
@itsmutai

Top Replied-To in G9:
@shade_gold1
@unicef
@unfpa

Top Replied-To in G10:
@katybkoz
@writingblock
@sheenbean32
@mofoundhealth
@michelemunz
@newvisionwire

Top Mentioned
Top Mentioned in Entire Graph:
@petebuttigieg
@essence
@kylegriffin1
@who
@mayorbowser
@politico
@uctpostgrads
@healthza
@aarondodd
@battletested5

Top Mentioned in G1:
@petebuttigieg
@essence
@politico
@bcrodriguez
@rodericka17
@andrewmamo5
@introverts4pete
@justingomezabc
@mcbridetd
@bhalle87

Top Mentioned in G2:
@pairsonnalitesa
@womens_womens
@swinefluflash
@health_infants
@danieldevildog
@nychealthsystem
@obesity_bio

Top Mentioned in G3:
@kylegriffin1
@thewaywithanoa
@naralnc

Top Mentioned in G4:
@cehurduganda
@minofhealthug
@janeruth_aceng
@siphouganda
@whouganda
@rmncahs
@unfpauganda
@paulwebs1
@kasiitamark
@dorahnellyk

Top Mentioned in G5:
@who
@refugees
@nkaseje
@gh_fgmsa
@figohq
@yglvoices
@wef
@dorahnellyk

Top Mentioned in G6:
@reprorights
@thewaywithanoa
@leahntorres
@mclemoremr
@davepellowe
@crislabossiere
@christi35639485
@herterus
@random_phantom_
@omnicronos

Top Mentioned in G7:
@mayorbowser
@cohdc
@thrivebyfivedc
@kiituniversity
@momhealthdc
@cafesrhr
@dcmowpi
@dchealthcarefin
@azdhs

Top Mentioned in G8:
@simiyuhiphoree
@slee_phobia
@kmasese
@mikesonko
@ritahanindo
@moh_kenya
@statehousekenya
@king_kipruto
@kipkechemalfon1
@k24tv

Top Mentioned in G9:
@hafaing
@nmanigeria
@deboodulana
@mathking1
@okanlawonayo
@drzobo
@mallampelliks
@abujaupdate
@wellbeingafrica
@nighealthwatch

Top Mentioned in G10:
@blkmamasmatter
@stltoday
@jamaabirth
@michelemunz
@sarahfelts
@acnmmidwives
@newvoices4rj
@ppmo_advocates
@stlchange
@childbirthsi

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@oldlady12345
@pairsonnalitesu
@jurylady5
@pairsonnalitesa
@solutioneer72
@ez4u2say_janis
@nilimajumder
@honeymoongondol
@thepoliticalcat

Top Tweeters in G1:
@oldlady12345
@tottenbill
@kerirn
@jhamby
@journeyproducti
@oufenix
@visionaryck
@gwydion620
@caravaggio12
@upuouo

Top Tweeters in G2:
@pairsonnalitesu
@pairsonnalitesa
@usajoblist
@donotgiveuphope
@crweworld
@testisfidelis
@thestlscoop
@pookietooth
@tjn_jobs
@spudlovr

Top Tweeters in G3:
@missb62
@inspiteoftrump
@rachel_mcrea
@rowast
@ggg_says
@sueleugers
@bethsinniresist
@melissajpeltier
@bndsnoopy61
@teckiegirl

Top Tweeters in G4:
@marc1705
@ntemid
@kibetclinton_
@erastuspunk
@omuzibuwaalu
@talentahereza
@paulwebs1
@kasiitamark
@frostproug
@larrykipz

Top Tweeters in G5:
@mlczone
@marconavarrolor
@oasismountain
@njmike731
@aquart
@wef
@ekuagbengbentus
@keen1319
@mbijaiya
@huiasue

Top Tweeters in G6:
@netminnow
@cblazblaz
@angryblacklady
@christineiam
@sfh2019
@robin5362
@jamesmurphypdx
@thewaywithanoa
@lisawinslow
@reneeb_75

Top Tweeters in G7:
@strategicpolicy
@cultiv8hope
@dawnarickelz
@begiiigiles
@shirleyringuet5
@nembotavy_0101
@smp0312
@maryc1850sadler
@pooetryman
@persistentpengn

Top Tweeters in G8:
@666_alhlwan
@ktnkenya
@standardkenya
@ndukuwambua
@k24tv
@mwangp01
@lou_dar
@david_indeje
@jacksotwister
@micahmula

Top Tweeters in G9:
@magarya
@ghenhiskhan
@estherclimate
@accessbank_help
@ntdbfsc
@deboodulana
@nighealthwatch
@ekemma
@mammals_suck
@thedevreporter

Top Tweeters in G10:
@the3jsmom
@iggy
@begoniaarizona
@ihumble
@wrap02
@urbantvuganda
@b_wash5
@newvisionwire
@stltoday
@torcho