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Maternal health_2021-09-05_21-10-58.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2021
Short Description:
Maternal health via NodeXL https://bit.ly/3jO3ndz
@nowthisnews
@birthequity
@realcandaceo
@refracted_i
@familiesusa
@robyncnm
@everymomcounts
@blkmamasmatter
@unfpa
@texastribune

Top hashtags:
#givingday
#gims
#tigraygenocide
#eritrea
#afghanistan
#health

Description:
Description
The graph represents a network of 7,786 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, 06 September 2021 at 04:19 UTC.

The requested start date was Monday, 06 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 11-day, 5-hour, 50-minute period from Tuesday, 24 August 2021 at 22:38 UTC to Sunday, 05 September 2021 at 04:28 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 : 7786
Unique Edges : 4426
Edges With Duplicates : 11975
Total Edges : 16401
Number of Edge Types : 5
Retweet : 5513
MentionsInRetweet : 7429
Tweet : 1098
Replies to : 499
Mentions : 1862
Self-Loops : 1146
Reciprocated Vertex Pair Ratio : 0.0222120970497779
Reciprocated Edge Ratio : 0.0434588812123914
Connected Components : 1139
Single-Vertex Connected Components : 481
Maximum Vertices in a Connected Component : 3770
Maximum Edges in a Connected Component : 9669
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.692923
Graph Density : 0.000148051580814402
Modularity : 0.548782
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 7,786 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, 06 September 2021 at 04:19 UTC.

The requested start date was Monday, 06 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 11-day, 5-hour, 50-minute period from Tuesday, 24 August 2021 at 22:38 UTC to Sunday, 05 September 2021 at 04:28 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:
[30] https://www.cnn.com/2021/08/25/us/visualizing-us-black-maternal-healthcare-inequities/index.html
[28] https://mmhtechcon.conference.tc/
[27] https://www.statnews.com/2021/08/30/climate-change-disasters-magnifying-maternal-health-crisis/
[22] https://www.cnn.com/interactive/2021/08/us/black-women-maternal-mortality-pandemic/
[15] https://disrupt-africa.com/2021/09/01/zambian-startup-dawa-health-plans-regional-expansion-for-maternal-health-focused-digital-platform/
[12] https://www.newsweek.com/biden-admin-replaces-mothers-birthing-people-maternal-health-guidance-1598343
[11] https://www.americanprogress.org/issues/women/reports/2018/06/13/451891/limiting-abortion-access-contributes-poor-maternal-health-outcomes/
[10] https://nowthisnews.com/news/5-things-to-know-about-the-maternal-health-crisis-in-america
[10] https://www.texastribune.org/2021/08/27/texas-medicaid-maternal-mortality-health/
[9] https://med.stanford.edu/mchri/programs/diversity/structural-racism-social-injustice-and-health-disparities-pilot-grants.html

Top URLs in Tweet in G1:
[1] https://twitter.com/cernovich/status/1430313582802071562

Top URLs in Tweet in G2:
[14] https://www.cnn.com/2021/08/25/us/visualizing-us-black-maternal-healthcare-inequities/index.html
[7] https://www.cnn.com/interactive/2021/08/us/black-women-maternal-mortality-pandemic/
[7] https://www.statnews.com/2021/08/30/climate-change-disasters-magnifying-maternal-health-crisis/
[5] https://mchb.hrsa.gov/maternal-child-health-topics/adolescent-and-young-adult-health
[4] https://ccmchc.org/
[3] https://www.cnn.com/2021/08/25/us/visualizing-us-black-maternal-healthcare-inequities/index.html?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.vox.com/future-perfect/2021/8/19/22631070/taliban-afghanistan-public-health-mortality-deaths
[3] https://www.sportpesanews.com/ke/posts/post/MJP-Winner-Korir-Aids-SportPesa-Foundation-In-Longisa-Hospital-Donation/28870
[3] https://www.telegraphindia.com/jharkhand/tata-foundation-initiative-prize-in-maternal-and-newborn-health/cid/1829105
[2] https://www.statnews.com/2021/08/17/maternal-health-startup-maven-valuation-hits-1-billion-valuation/

Top URLs in Tweet in G3:
[22] https://mmhtechcon.conference.tc/
[5] https://tmcg.co.ug/call-for-information-reproductive-maternal-newborn-child-and-adolescent-health-rmncah/
[4] https://us02web.zoom.us/webinar/register/WN_POXCtzOsRtSnaNEhLUHb2A
[3] https://www.cdc.gov/nccdphp/dnpao/resources/maternal-infant-toddler-resources.html
[3] https://spark.adobe.com/page/FuYGWkvPnZTkk/
[3] https://www.jhpiego.org/2020-annual-report/
[2] https://www.lshtm.ac.uk/newsevents/events/global-child-health-research-and-data-life-course
[2] https://twitter.com/usaidgh/status/1433399728847400960
[2] https://unitedgmh.org/giving-voice-silent-burden-maternal-mental-health-technical-consultation
[2] https://academic.oup.com/heapol/advance-article/doi/10.1093/heapol/czab099/6356472

Top URLs in Tweet in G4:
[2] https://www.yesmagazine.org/health-happiness/2021/05/07/yes-crossword-maternal-instincts
[2] https://www.yesmagazine.org/health-happiness/2021/05/07/yes-crossword-maternal-instincts?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1630581343
[1] https://twitter.com/mamanrc/status/1433874244522450944

Top URLs in Tweet in G5:
[2] https://www.usatoday.com/story/sponsor-story/philips-healthcare/2021/07/15/free-app-pregnant-women-aims-bridge-maternal-health-divide/7894281002/
[1] https://nowthisnews.com/news/5-things-to-know-about-the-maternal-health-crisis-in-america?&utm_medium=social&utm_source=twitter&utm_campaign=nowthisnews
[1] https://www.baltimoremagazine.com/section/health/dr-leana-wen-shares-personal-struggles-public-health-approach-in-new-book/
[1] https://modernmedicaid.org/combating-maternal-mortality-qa-with-the-health-care-service-corporation-hcsc/
[1] https://nowthisnews.com/news/5-things-to-know-about-the-maternal-health-crisis-in-america
[1] https://modernmedicaid.org/combating-maternal-mortality-qa-with-the-health-care-service-corporation-hcsc/?fbclid=IwAR0SbFTxmLU-L8Fqk-9VyFHyohVZ_1Lk8iKewwihMqkit_a4uFCWFQT6mZQ
[1] https://familiesusa.org/job-career/health-policy-internship/

Top URLs in Tweet in G6:
[1] https://www.americanprogress.org/issues/women/reports/2018/06/13/451891/limiting-abortion-access-contributes-poor-maternal-health-outcomes/
[1] https://www.marchofdimes.org/materials/March-of-Dimes-FY22-Budget-Reconciliation-Prioriti.pdf
[1] https://www.marchofdimes.org/giving/support-giving-day.aspx?utm_source=twitter&utm_medium=social&utm_campaign=2021givingday&utm_content=nat-donate-image-08162021-chelsie
[1] https://tiltify.com/march-of-dimes/march-of-dimes-giving-day-36d8fa73-e8f0-4ee1-bf25-330e18b5d9d9/start
[1] https://www.marchofdimes.org/giving/support-giving-day.aspx?utm_source=twitter&utm_medium=social&utm_campaign=2021givingday&utm_content=nat-donate-image-08092021-momandbaby
[1] https://www.marchofdimes.org/ResearchRFA
[1] https://www.marchofdimes.org/momnibus.aspx
[1] https://www.marchofdimes.org/giving/support-giving-day.aspx?utm_medium=social&utm_campaign=2021givingday&utm_content=nat-influencer-ally
[1] https://marchofdimes.org/givingday

Top URLs in Tweet in G7:
[19] https://www.statnews.com/2021/08/30/climate-change-disasters-magnifying-maternal-health-crisis/
[4] https://www.cnn.com/interactive/2021/08/us/black-women-maternal-mortality-pandemic/
[3] https://blackmaternalhealthcaucus-underwood.house.gov/Momnibus
[3] https://www.nationalpartnership.org/momsandbabies
[2] https://www.statnews.com/2021/08/30/climate-change-disasters-magnifying-maternal-health-crisis/?utm_content=buffer6f0f3&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[2] https://www.statnews.com/2021/04/26/end-fracking-exemptions-a-threat-to-maternal-and-public-health/
[1] https://twitter.com/birthequity/status/1433848566347440133
[1] https://blackrj.org/blackrjpolicy
[1] https://www.statnews.com/2021/08/30/climate-change-disasters-magnifying-maternal-health-crisis/?utm_content=buffer04e11&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[1] https://www.statnews.com/2021/08/30/climate-change-disasters-magnifying-maternal-health-crisis?utm_content=buffer6f0f3&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic

Top URLs in Tweet in G9:
[1] https://health-go-ug.zoom.us/meeting/register/tJEvf-yopjIqE9TLcbMPVHCG7vGcYY-QYNS0?_x_zm_rtaid=Kx3wcGnxSpGQKmFMNyKDgA.1630731881984.0a295d9c9ea5cf573ecc4c777fab6a0b&_x_zm_rhtaid=915
[1] https://achest.org/index.php?option=com_zoo&task=item&item_id=346&Itemid=459
[1] https://untalent.org/jobs/establishment-of-health-rosters-for-consultants-in-the-areas-of-reproductive-maternal-newborn-child-adolescent-health-rmncha-and-immunization-services-for-indian-nationals-only?utm_source=twitter

Top URLs in Tweet in G10:
[4] https://www.mysanantonio.com/news/local/article/texas-medicaid-maternal-mortality-health-mother-16415993.php?utm_campaign=socialflow&utm_source=twitter.com&utm_medium=referral
[3] https://www.texastribune.org/2021/08/27/texas-medicaid-maternal-mortality-health/
[3] https://www.texastribune.org/2021/08/27/texas-medicaid-maternal-mortality-health/?utm_campaign=trib-social-buttons&utm_source=twitter&utm_medium=social
[1] https://www.texastribune.org/2021/08/27/texas-medicaid-maternal-mortality-health/?utm_campaign=trib-social&utm_content=1630073051&utm_medium=social&utm_source=twitter
[1] https://www.texastribune.org/2021/08/27/texas-medicaid-maternal-mortality-health/?utm_campaign=trib-social&utm_content=1630073177&utm_medium=social&utm_source=twitter
[1] https://www.texastribune.org/2021/08/27/texas-medicaid-maternal-mortality-health/?utm_campaign=trib-social&utm_content=1630075801&utm_medium=social&utm_source=twitter
[1] https://www.texastribune.org/2021/08/27/texas-medicaid-maternal-mortality-health/?utm_campaign=trib-social&utm_content=1630073130&utm_medium=social&utm_source=twitter
[1] https://www.texastribune.org/2021/08/27/texas-medicaid-maternal-mortality-health/?utm_campaign=trib-social&utm_content=1630110608&utm_medium=social&utm_source=twitter
[1] https://www.texastribune.org/2021/08/27/texas-medicaid-maternal-mortality-health/?utm_campaign=trib-social&utm_content=1630342310&utm_medium=social&utm_source=twitter
[1] https://www.texastribune.org/2021/08/27/texas-medicaid-maternal-mortality-health/?utm_campaign=trib-social&utm_content=1630377245&utm_medium=social&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[146] twitter.com
[73] cnn.com
[43] google.com
[41] statnews.com
[28] conference.tc
[23] nih.gov
[23] texastribune.org
[20] zoom.us
[18] hrsa.gov
[16] dove.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[41] twitter.com
[30] cnn.com
[10] statnews.com
[10] hrsa.gov
[9] nih.gov
[7] linkedin.com
[7] dove.com
[5] google.com
[5] careerarc.com
[4] zoom.us

Top Domains in Tweet in G3:
[22] conference.tc
[6] twitter.com
[6] zoom.us
[6] co.ug
[5] jhpiego.org
[4] who.int
[4] adobe.com
[3] cdc.gov
[3] unfpa.org
[2] ac.uk

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

Top Domains in Tweet in G5:
[2] nowthisnews.com
[2] usatoday.com
[2] modernmedicaid.org
[1] baltimoremagazine.com
[1] familiesusa.org

Top Domains in Tweet in G6:
[7] marchofdimes.org
[1] americanprogress.org
[1] tiltify.com

Top Domains in Tweet in G7:
[28] statnews.com
[6] twitter.com
[4] cnn.com
[4] house.gov
[4] nationalpartnership.org
[2] nytimes.com
[2] communitycatalyst.org
[2] healio.com
[1] blackrj.org
[1] nih.gov

Top Domains in Tweet in G9:
[1] zoom.us
[1] achest.org
[1] untalent.org

Top Domains in Tweet in G10:
[14] texastribune.org
[4] mysanantonio.com
[2] chron.com
[1] twitter.com
[1] statesman.com
[1] cnn.com
[1] urban.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[181] givingday
[163] gims
[119] tigraygenocide
[111] eritrea
[100] afghanistan
[77] health
[64] wateraiduganda
[57] wellchildwednesdays
[55] maternalhealth
[48] covid19



Top Hashtags in Tweet in G1:
[1] gopwaronwomen
[1] gopwrongsideofhistory

Top Hashtags in Tweet in G2:
[11] health
[7] maternalhealth
[6] physician
[5] wellchildwednesdays
[5] backtoschool
[4] blackbreastfeedingweek
[4] maternal
[4] momnibus
[4] ccoic
[4] supplydrive

Top Hashtags in Tweet in G3:
[92] afghanistan
[36] stayanddeliver
[25] reprohealth
[17] mmh
[14] maternalmhmatters
[12] maternalmentalhealth
[12] mmhtechcon21
[12] justpublished
[12] accessibility
[12] lagos

Top Hashtags in Tweet in G5:
[4] inequities
[4] healthpolicy
[3] expectantfamilies
[1] sponsored
[1] savethedate
[1] free
[1] virtual
[1] sharethispost
[1] jointhefun
[1] blackmaternalhealth

Top Hashtags in Tweet in G6:
[180] givingday
[2] blanketchange
[1] momnibus

Top Hashtags in Tweet in G7:
[7] paidleave
[7] womeninstem
[3] health
[3] bbw21
[3] bbw2021
[3] buildbackbetter
[3] blackbreastfeedingweek
[2] nola
[2] climate
[2] momnibus

Top Hashtags in Tweet in G8:
[163] gims

Top Hashtags in Tweet in G9:
[64] wateraiduganda
[48] health4hygieneug
[34] wash
[27] happeningnow
[7] hygiene4healthug
[4] hihaawards
[3] 1000facesofchange
[2] emncg2021
[2] everychildalive
[2] investinugchildren

Top Hashtags in Tweet in G10:
[4] txlege
[1] hb133
[1] txhateswomen

Top Words
Top Words in Tweet in Entire Graph:
[4525] health
[4269] maternal
[1321] women
[1145] life
[1092] child
[1020] give
[973] black
[948] care
[892] nations
[867] gdp

Top Words in Tweet in G1:
[858] give
[858] life
[856] 36
[855] realcandaceo
[855] vaccinations
[855] expectancy
[854] compared
[854] nations
[854] similar
[854] gdp

Top Words in Tweet in G2:
[568] health
[497] maternal
[143] child
[93] women
[77] care
[68] mortality
[67] black
[66] more
[65] community
[48] abortion

Top Words in Tweet in G3:
[377] health
[332] maternal
[279] unfpa
[137] services
[118] women
[105] mental
[92] #afghanistan
[77] newborn
[73] mmh
[66] ground

Top Words in Tweet in G4:
[213] joycewhitevance
[212] morning_joe
[212] cases
[212] make
[212] inroads
[212] lead
[212] gutting
[212] protections
[212] roe
[212] provided

Top Words in Tweet in G5:
[214] maternal
[193] mortality
[192] black
[189] women
[188] shockingly
[188] high
[188] rate
[188] situation
[188] dire
[187] nowthisnews

Top Words in Tweet in G6:
[182] health
[181] end
[180] maternal
[180] #givingday
[178] marchofdimes
[177] preventable
[175] supporting
[171] risks
[170] work
[170] today

Top Words in Tweet in G7:
[158] health
[131] maternal
[40] climate
[39] black
[37] care
[34] disasters
[32] need
[31] statnews
[30] crisis
[24] people

Top Words in Tweet in G8:
[163] today
[163] health
[163] minister
[163] sindh
[163] mam
[163] azra
[163] pechuho
[163] going
[163] inaugurate
[163] 80

Top Words in Tweet in G9:
[313] health
[276] maternal
[275] project
[235] child
[219] wateraiduganda
[202] services
[186] very
[179] neonatal
[178] kisekkapatric7
[158] improved

Top Words in Tweet in G10:
[124] texas
[111] texastribune
[81] state
[76] women
[74] coverage
[72] medicaid
[71] law
[65] postpartum
[65] months
[62] many

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1428] maternal,health
[862] life,expectancy
[857] give,vaccinations
[856] compared,36
[856] 36,nations
[856] nations,similar
[856] similar,gdp
[856] gdp,give
[856] vaccinations,life
[854] realcandaceo,compared

Top Word Pairs in Tweet in G1:
[855] give,vaccinations
[855] life,expectancy
[854] compared,36
[854] 36,nations
[854] nations,similar
[854] similar,gdp
[854] gdp,give
[854] vaccinations,life
[853] realcandaceo,compared
[850] expectancy,declining

Top Word Pairs in Tweet in G2:
[194] maternal,health
[102] child,health
[101] maternal,child
[50] maternal,mortality
[36] health,care
[27] black,maternal
[26] health,learn
[26] racial,disparities
[25] mental,health
[24] maternal,newborn

Top Word Pairs in Tweet in G3:
[116] health,services
[92] maternal,mental
[92] mental,health
[91] maternal,health
[75] maternal,newborn
[66] unfpa,ground
[50] technical,consultation
[44] newborn,health
[44] health,mmh
[42] pregnant,women

Top Word Pairs in Tweet in G4:
[212] morning_joe,joycewhitevance
[212] joycewhitevance,cases
[212] cases,make
[212] make,inroads
[212] inroads,lead
[212] lead,gutting
[212] gutting,protections
[212] protections,roe
[212] roe,provided
[13] data,world

Top Word Pairs in Tweet in G5:
[192] maternal,mortality
[188] shockingly,high
[188] high,maternal
[188] mortality,rate
[188] rate,black
[188] black,women
[188] women,situation
[188] situation,dire
[187] nowthisnews,shockingly
[12] maternal,health

Top Word Pairs in Tweet in G6:
[177] end,preventable
[175] maternal,health
[171] preventable,maternal
[171] health,risks
[169] work,end
[164] #givingday,today
[164] today,supporting
[164] supporting,marchofdimes
[164] marchofdimes,critical
[164] critical,work

Top Word Pairs in Tweet in G7:
[78] maternal,health
[29] health,care
[24] climate,disasters
[23] black,maternal
[22] health,crisis
[16] need,imagine
[16] imagine,health
[16] care,different
[16] different,way
[16] way,re

Top Word Pairs in Tweet in G8:
[163] today,health
[163] health,minister
[163] minister,sindh
[163] sindh,mam
[163] mam,azra
[163] azra,pechuho
[163] pechuho,going
[163] going,inaugurate
[163] inaugurate,80
[163] 80,beded

Top Word Pairs in Tweet in G9:
[219] child,health
[198] health,services
[179] maternal,neonatal
[166] neonatal,child
[158] improved,maternal
[104] wash,improved
[93] very,excited
[93] excited,project
[93] project,going
[93] going,very

Top Word Pairs in Tweet in G10:
[71] medicaid,coverage
[63] postpartum,medicaid
[60] many,low
[60] low,income
[60] income,women
[60] women,texas
[60] texas,state
[60] state,highest
[60] highest,uninsured
[60] uninsured,rate

Top Replied-To
Top Replied-To in Entire Graph:
@sportpesa
@gregabbott_tx
@djreuben_
@zimbabwe_health
@johncornyn
@realcandaceo
@chuckgrassley
@billkristol
@imwatson91
@dougwedel

Top Replied-To in G1:
@realcandaceo
@ewerickson
@cernovich

Top Replied-To in G2:
@cfk

Top Replied-To in G3:
@zimbabwe_health
@salhaj
@unfpa
@usaid_momentum
@who
@zahidmemon

Top Replied-To in G4:
@septicskeptica1
@kyletompkins12

Top Replied-To in G5:
@drleanawen

Top Replied-To in G6:
@jaimebutterwort
@sufferedgladly
@vyywbew9qgxdimt
@jack___insten
@axios

Top Replied-To in G7:
@maternal_hub
@futuredocs
@quinnemmett
@persnlblg
@maternal_rage
@charlesquentins

Top Replied-To in G9:
@opobo_timothy
@wateraidea
@muwosilas96
@alzaidvictor
@drayumecharles

Top Replied-To in G10:
@sgirl_jessie

Top Mentioned
Top Mentioned in Entire Graph:
@realcandaceo
@joycewhitevance
@morning_joe
@wateraiduganda
@nowthisnews
@unfpa
@marchofdimes
@kisekkapatric7
@allybrooke
@kaloi_dr

Top Mentioned in G1:
@realcandaceo
@vinayuteriya10
@amerix
@queenofspain

Top Mentioned in G2:
@kcmohondro
@pacindia
@voxdeilab
@healthallegheny
@jimdwyermd
@uhccs
@abanerjeewho

Top Mentioned in G3:
@unfpa
@usaid_momentum
@who
@usaidgh
@linosmuvhu
@jhpiego
@atayeshe
@abankethomas
@unfpaasia
@alignmnh

Top Mentioned in G4:
@joycewhitevance
@morning_joe
@ciaspygirl
@reprorights
@gingerfromma
@itsjefftiedrich
@beckydickson_
@rmartinwriting
@septicskeptica1
@texastribune

Top Mentioned in G5:
@nowthisnews
@usatoday
@philipsna
@healthybabiesph
@familiesusa
@promiseheights
@bmoreforbabies
@bmore_healthy
@frederickisasi
@drleanawen

Top Mentioned in G6:
@marchofdimes
@allybrooke
@gretchencarlson
@speakerpelosi
@thehill
@toddjohnson1965
@creativculinary
@pappyvanwiseone
@starwarshollow
@marxistmeowist

Top Mentioned in G7:
@statnews
@neel_shah
@everymomcounts
@birthequity
@mavenclinic
@doccrearperry
@sassye
@profalang
@npwf
@harvardchansph

Top Mentioned in G8:
@kaloi_dr
@drrahimbuxbhat2
@muqaddasrz
@azrapechuho
@bbhuttozardari

Top Mentioned in G9:
@wateraiduganda
@kisekkapatric7
@muwosilas96
@real_modestamay
@wateraidea
@dorahnellyk
@minofhealthug
@kasiitamark
@siwi_water
@wateraid

Top Mentioned in G10:
@texastribune
@allyson_renee7
@urbaninstitute
@statesman
@mysa
@chron
@priyakkumar
@evanasmith
@akohlertx

Top Tweeters
Top Tweeters in Entire Graph:
@knewz_currently
@gocoo_59
@gocoo
@chidambara09
@pairsonnalitesu
@phildecarolis
@pairsonnalitesa
@cyberanonymous
@sahelhkj
@solutioneer72

Top Tweeters in G1:
@phildecarolis
@copyofone
@perezguadarrama
@mboksr_maga
@jpwilloughby
@susaninlaguna
@sandricsak
@bigplaincircle
@laurawilsongal
@cmg_48

Top Tweeters in G2:
@knewz_currently
@pairsonnalitesu
@prpnews
@pairsonnalitesn
@strawberryng
@dev_discourse
@swissbusiness
@exbulletinuk
@etribune
@dizzedcom

Top Tweeters in G3:
@sahelhkj
@nilimajumder
@kemaaayyyy
@bivi_17
@simplemacsmith
@olumideidowu
@nomoreslaves
@monitor_ph
@bagaluesunab
@pcdnetwork

Top Tweeters in G4:
@homegypsy
@theresamax
@maryalicebisho2
@suekhi
@rabidbadger
@50smag
@paruchgretchen
@bdbgoldens3
@nutmeg3isme
@zebrafarm2000

Top Tweeters in G5:
@jdjongumzidenga
@brettaapplebaum
@zentaoprincess
@cultiv8hope
@eagleguardian2
@usatoday
@vaw511
@ljohn44
@churchlady320
@queenmsheba

Top Tweeters in G6:
@gocoo_59
@gocoo
@superpidge
@thehill
@dannysthilld
@grandesfamilia
@adorelm31
@princessleia5h
@ap
@blytheandferb21

Top Tweeters in G7:
@femtech_
@brontyman
@nytimes
@holliejoyjoy
@pkanagaratnam
@karlpedro_
@all_the_mindy
@sassye
@drjengunter
@doctorscience

Top Tweeters in G8:
@ajaz_787
@aajeel_dars
@kaleriashraf
@nkhanswati70
@mfahadlashari
@aqeel_p
@nasirabbasipppp
@suhail_gadehi
@drabdulaziz32
@sohailkppp

Top Tweeters in G9:
@yekoyadaug
@omuzibuwaalu
@epaphroditus14
@qrisy_qrisy
@dhabonajob
@beinomugisha_iv
@the_travor_guy
@aaron_wekhola
@rachealkyy
@genoeric1

Top Tweeters in G10:
@katcapps
@pas5974
@jmhamiltonblog
@antipandemonium
@docrocktex26
@marciabunney
@charluv2011
@knight201701
@jjmplsmn
@juliebhunt


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