Maternal health, Twitter, 12/6/2021 5:24:01 AM, 267704


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Maternal health_2021-12-05_21-10-58.xlsx
Maternal health_2021-12-05_21-10-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2021
Short Description:
Maternal health via NodeXL https://bit.ly/3oruaP3
@repshontelbrown
@betoorourke
@stepville
@repunderwood
@vp
@josh_moon
@sengillibrand
@cturlington
@arashshirazi
@ivaphd

Top hashtags:
#covid19
#momnibus
#pregnant
#buildbackbetter
#maternalhealth
#impsci
#factfriday

Description:
Description
The graph represents a network of 7,496 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 December 2021 at 05:13 UTC.

The requested start date was Monday, 06 December 2021 at 01:01 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 2-day, 4-hour, 25-minute period from Friday, 03 December 2021 at 20:33 UTC to Monday, 06 December 2021 at 00:59 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 : 7496
Unique Edges : 1778
Edges With Duplicates : 14682
Total Edges : 16460
Number of Edge Types : 5
Retweet : 7248
MentionsInRetweet : 8542
Replies to : 137
Mentions : 386
Tweet : 147
Self-Loops : 155
Reciprocated Vertex Pair Ratio : 0.00156652120398344
Reciprocated Edge Ratio : 0.00312814210702715
Connected Components : 221
Single-Vertex Connected Components : 51
Maximum Vertices in a Connected Component : 6616
Maximum Edges in a Connected Component : 15183
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.401565
Graph Density : 0.000159320016261286
Modularity : 0.457514
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,496 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 December 2021 at 05:13 UTC.

The requested start date was Monday, 06 December 2021 at 01:01 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 2-day, 4-hour, 25-minute period from Friday, 03 December 2021 at 20:33 UTC to Monday, 06 December 2021 at 00:59 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:
[35] https://www.cnn.com/2020/04/14/health/maternal-deaths-california/index.html
[5] https://www.youtube.com/watch?v=h63uhC6-MS0&feature=youtu.be

[4] https://www.nbcnews.com/health/womens-health/u-s-finally-has-better-maternal-mortality-data-black-mothers-n1125896
[4] https://www.mentaldaily.com/article/2021/11/maternal-vitamin-d-deficiency-linked-to-risk-of-autism-in-offspring
[4] https://www.lshtm.ac.uk/study/research/nagasaki-lshtm-phd/climate-change-maternal-neonatal-health-sub-Saharan-Africa
[4] https://thehill.com/blogs/congress-blog/healthcare/583953-maternal-and-child-health-legislation-must-be-prioritized-now
[3] https://www.noorahealth.org/maternal-and-newborn-care
[3] https://www.twbstaffsandstoke.org.uk/get-involved/maternity-services-transformation
[3] https://www.gofundme.com/f/maternal-healthsafe-and-dignified-delivery?utm_campaign=p_cf+share-flow-1&utm_medium=social&utm_source=twitter
[2] https://governor.ohio.gov/wps/portal/gov/governor/media/news-and-media/governor-dewine-announces-5-million-in-funding-to-improve-maternal-and-infant-health-12032021

Top URLs in Tweet in G1:
[1] https://twitter.com/lsepper/status/1467307656377511936

Top URLs in Tweet in G4:
[1] https://twitter.com/i/events/1392246497782161409
[1] https://twitter.com/i/broadcasts/1RDGlPvbAWrGL
[1] https://twitter.com/RepUnderwood/status/1467369140746739715
[1] https://twitter.com/treeaston/status/1466793533281550338
[1] https://advocate.nyc.gov/press/nyc-public-advocate-releases-report-maternal-health-inequities/
[1] https://twitter.com/repunderwood/status/1467369140746739715
[1] https://thehill.com/policy/healthcare/584115-adams-maternal-health-is-in-a-crisis-within-a-crisis
[1] http://trib.al/PL6P4x3
[1] https://twitter.com/i/broadcasts/1vAxRkjgzMjKl
[1] http://trib.al/AHa0JOm

Top URLs in Tweet in G5:
[1] https://twitter.com/kayiveyforgov/status/1466089817226289156

Top URLs in Tweet in G6:
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=8283770f-5586-11ec-9ff2-474e6757736e&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0xMi0wNC9yb2Utdi13YWRlLWhvdy1nZW9ncmFwaHktd2lsbC1wbGF5LWEta2V5LXJvbGUtZm9yLXdvbWVu
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=daa304fa-4be0-11ec-8ee0-5955556a5655&url=L2dyYXBoaWNzLzIwMjEtamFjay1kb3JzZXktc3RhcnQtc21hbGwtZG9uYXRpb25zLw==
[1] https://www.statnews.com/2021/11/23/staggering-toll-pregnancy-childbirth-related-complications/
[1] https://www.nytimes.com/interactive/2021/11/17/opinion/maternal-pregnancy-health.html
[1] https://www.nytimes.com/interactive/2021/11/17/opinion/maternal-pregnancy-health.html?referringSource=articleShare
[1] https://myemail.constantcontact.com/subject.html?soid=1133232824513&aid=ra1r1dDxBqo

Top URLs in Tweet in G7:
[1] https://ja.ma/3DpI20y
[1] https://jamanetwork.com/journals/jama-health-forum/fullarticle/2786896?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=120321&s=09#.YapC31zilwo.twitter
[1] https://jamanetwork.com/journals/jama-health-forum/fullarticle/2786896?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=120321#.Yaq2JCTD5mU.twitter

Top URLs in Tweet in G8:
[1] https://www.thedailybeast.com/supreme-court-justice-amy-coney-barrett-questions-abortion-adoption-in-roe-v-wade-hearing

Top URLs in Tweet in G10:
[4] https://www.mentaldaily.com/article/2021/11/maternal-vitamin-d-deficiency-linked-to-risk-of-autism-in-offspring
[3] https://www.twbstaffsandstoke.org.uk/get-involved/maternity-services-transformation
[2] https://www.legion.org/womenveterans/254411/maternal-health-care-veterans-gets-boost
[1] https://www.premiumresearchers.com/the-socio-cultural-context-of-maternal-health-in-lagos-state-nigeria/
[1] https://web.cvent.com/event/ead38fb8-6c06-4a68-8e22-343fbd1fae81/websitePage:a5d7a45f-51bb-4b10-86eb-2b830b9d43a0
[1] https://thehill.com/blogs/congress-blog/healthcare/583953-maternal-and-child-health-legislation-must-be-prioritized-now
[1] https://twitter.com/riverfronttimes/status/1466893223712940039
[1] https://twitter.com/jessicaleecohen/status/1466806728884998152
[1] https://etcareers.com/job/18357/senior-specialist-maternal-newborn-and-child-health-mnch/
[1] https://www.pressreleasepoint.com/maternal-health-care-veterans-gets-boost

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] covid19
[14] momnibus
[11] pregnant
[9] buildbackbetter
[9] maternalhealth
[9] impsci
[6] factfriday
[5] womenshealth
[4] autism
[4] health



Top Hashtags in Tweet in G4:
[10] momnibus
[2] buildbackbetter
[1] thehillmaternalhealth

Top Hashtags in Tweet in G6:
[4] maternalmentalhealth
[4] blackwomen
[4] birthing
[3] maternalmortality
[2] jackdorsey
[2] maternalhealth
[2] savemoms
[1] woman
[1] momnibus
[1] womenshealth

Top Hashtags in Tweet in G10:
[4] autism
[4] health
[4] vitamind
[3] maternalhealth
[2] reproductivehealth
[2] sexualhealth
[1] gdhf2021
[1] humanright
[1] mentalhealth
[1] americanlegion

Top Words
Top Words in Tweet in Entire Graph:
[6305] maternal
[5986] health
[5243] mortality
[4752] women
[4284] give
[3838] infant
[3632] birth
[3596] right
[3591] force
[3589] woman's

Top Words in Tweet in G1:
[3291] maternal
[3290] women
[3290] health
[3289] mortality
[3288] repshontelbrown
[3288] right
[3288] force
[3288] give
[3288] birth
[3288] ignore

Top Words in Tweet in G2:
[960] without
[958] stepville
[958] still
[958] mind
[958] anger
[958] acb
[958] comments
[958] today
[958] people
[958] carry

Top Words in Tweet in G3:
[1036] health
[1035] maternal
[1034] women
[1034] mortality
[946] shouldn
[946] sit
[946] well
[946] texas
[946] national
[946] leader

Top Words in Tweet in G4:
[1352] thanks
[939] maternal
[927] health
[785] give
[778] repunderwood
[681] vp
[678] issues
[677] continued
[677] leadership
[675] wanted

Top Words in Tweet in G5:
[329] mortality
[176] maternal
[167] deaths
[165] infant
[164] 2nd
[157] 3rd
[157] 1st
[157] child
[157] poverty
[155] 5th

Top Words in Tweet in G6:
[137] maternal
[127] mortality
[108] world
[107] cturlington
[107] worst
[106] united
[106] states
[106] rate
[106] industrialized
[106] mississippi

Top Words in Tweet in G7:
[176] yrs
[176] old
[89] 35
[88] jessicaleecohen
[88] choice
[88] baby
[88] 34
[88] 11
[88] mos
[88] mo

Top Words in Tweet in G8:
[64] maternal
[63] infant
[63] mortality
[58] begin
[58] united
[58] states
[58] one
[58] highest
[58] rates
[57] sengillibrand

Top Words in Tweet in G9:
[3] maternal
[3] health
[2] public_citizen
[2] slovakia
[2] slovenia
[2] cuba
[2] venezuela
[2] south
[2] africa
[2] eritrea

Top Words in Tweet in G10:
[71] health
[64] maternal
[18] care
[16] child
[11] women
[10] community
[8] black
[7] risk
[7] mortality
[7] service

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5002] maternal,mortality
[3599] infant,maternal
[3592] give,birth
[3589] force,women
[3589] women,give
[3588] woman's,health
[3587] right,force
[3587] birth,ignore
[3587] ignore,infant
[3586] mortality,dictate

Top Word Pairs in Tweet in G1:
[3289] maternal,mortality
[3288] right,force
[3288] force,women
[3288] women,give
[3288] give,birth
[3288] birth,ignore
[3288] ignore,infant
[3288] infant,maternal
[3288] mortality,dictate
[3288] dictate,woman's

Top Word Pairs in Tweet in G2:
[958] still,mind
[958] mind,anger
[958] anger,acb
[958] acb,comments
[958] comments,today
[958] today,people
[958] people,carry
[958] carry,pregnancy
[958] pregnancy,term
[958] term,without

Top Word Pairs in Tweet in G3:
[1034] maternal,mortality
[946] shouldn,sit
[946] sit,well
[946] well,texas
[946] texas,national
[946] national,leader
[946] leader,women
[946] women,health
[946] health,clinic
[946] clinic,closures

Top Word Pairs in Tweet in G4:
[777] maternal,health
[676] health,issues
[675] wanted,give
[675] give,special
[675] special,thanks
[675] thanks,vp
[675] vp,continued
[675] continued,leadership
[675] leadership,maternal
[675] issues,thanks

Top Word Pairs in Tweet in G5:
[173] maternal,mortality
[157] 1st,child
[157] child,poverty
[157] poverty,2nd
[157] 2nd,maternal
[156] infant,mortality
[155] 3rd,infant
[155] mortality,5th
[155] 5th,gun
[155] gun,deaths

Top Word Pairs in Tweet in G6:
[127] maternal,mortality
[107] worst,maternal
[106] cturlington,united
[106] united,states
[106] states,worst
[106] mortality,rate
[106] rate,industrialized
[106] industrialized,world
[106] world,mississippi
[105] arashshirazi,cturlington

Top Word Pairs in Tweet in G7:
[88] choice,baby
[88] baby,34
[88] 34,yrs
[88] yrs,11
[88] 11,mos
[88] mos,old
[88] old,35
[88] 35,yrs
[88] yrs,mo
[88] mo,old

Top Word Pairs in Tweet in G8:
[58] begin,united
[58] united,states
[58] states,one
[58] one,highest
[58] highest,maternal
[58] maternal,infant
[58] infant,mortality
[58] mortality,rates
[57] sengillibrand,begin
[5] repshontelbrown,right

Top Word Pairs in Tweet in G9:
[2] public_citizen,slovakia
[2] slovakia,slovenia
[2] slovenia,cuba
[2] cuba,venezuela
[2] venezuela,south
[2] south,africa
[2] africa,eritrea
[2] eritrea,kenya
[2] kenya,nicaragua
[2] nicaragua,bolivia

Top Word Pairs in Tweet in G10:
[27] maternal,health
[13] child,health
[12] maternal,child
[7] health,care
[5] mental,health
[5] maternal,mortality
[5] black,maternal
[5] join,exciting
[5] exciting,team
[5] team,leading

Top Replied-To
Top Replied-To in Entire Graph:
@gregabbott_tx
@kayiveyforgov
@tribelaw
@rehumanizeaimee
@juliefauble
@ambrice46
@senatorcollins
@bomba_chica
@geminia9991
@repshontelbrown

Top Replied-To in G1:
@repshontelbrown

Top Replied-To in G2:
@stepville

Top Replied-To in G3:
@hotfrofem

Top Replied-To in G4:
@senatorcollins
@deardean22
@repunderwood
@treeaston

Top Replied-To in G5:
@kayiveyforgov

Top Replied-To in G9:
@public_citizen
@aswrm1
@erik_degard

Top Mentioned
Top Mentioned in Entire Graph:
@repshontelbrown
@betoorourke
@stepville
@repunderwood
@vp
@josh_moon
@cturlington
@arashshirazi
@axios
@jessicaleecohen

Top Mentioned in G1:
@repshontelbrown
@georgeaalvarez1

Top Mentioned in G2:
@stepville
@repshontelbrown
@betoorourke

Top Mentioned in G3:
@betoorourke
@repshontelbrown
@babs1059
@cmclymer

Top Mentioned in G4:
@repunderwood
@vp
@repshontelbrown
@axios
@sarakgoo
@treedindc
@betoorourke
@jayjay827
@potus

Top Mentioned in G5:
@josh_moon
@kayiveyforgov
@rayleengale
@jonest624
@repshontelbrown
@betoorourke
@repunderwood
@vp
@stepville
@slomom

Top Mentioned in G6:
@cturlington
@arashshirazi
@repshontelbrown
@betoorourke
@mmhla2
@everymomcounts
@repunderwood
@vp
@semasgaier
@nytopinion

Top Mentioned in G7:
@jessicaleecohen
@jamahealthforum
@markaclapp
@ckellrun
@susan_bewley
@jamanetwork

Top Mentioned in G8:
@sengillibrand
@repshontelbrown
@repunderwood
@vp

Top Mentioned in G9:
@abovenun
@thelivingkira
@dathehighguy
@mansplainingab1
@ziggywilde
@adorablepodcast
@medwoman1
@16po
@vickie627
@morgainepen1

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalitesa
@monicasloves
@mattmurph24
@cagney1991
@solutioneer72
@kat4obama
@7b73f39b85e1415
@yarosisnancy
@sddphoto
@manmet80

Top Tweeters in G1:
@cagney1991
@yarosisnancy
@mharvey816
@lizditz
@givemepie360
@drdaveanddee
@mayirmamay14
@betterw05759703
@awelab1956
@jamestoupin

Top Tweeters in G2:
@marthalynneowe1
@sachikoko
@drseid
@raygibbs1
@masky_jay_hoody
@netbacker
@magsmom7
@karenattaylor
@dianacialino
@fangpusskins

Top Tweeters in G3:
@monicasloves
@kat4obama
@7b73f39b85e1415
@sddphoto
@liverpotlian
@shirley10090505
@greeeneyedwhwom
@cnbsnana
@metaquest
@sallyagale

Top Tweeters in G4:
@mattmurph24
@manmet80
@thehill
@bellesapepper37
@carrybeyond
@carolmaewy
@lllwry
@prime_bee
@straitarrow10
@davidpsdem

Top Tweeters in G5:
@courageousgirl2
@lauriespoon
@thetobster111
@budgothmog44
@jengrimes8
@menjicm
@vaw511
@lf092313
@peacepox
@nevermore_007

Top Tweeters in G6:
@amyayers16
@jcmarbury
@antipandemonium
@trumpwatchnews
@janattheocean
@laurahennesse11
@pamunplugged
@drmaggiesa
@citizengatsby
@chelzzayy

Top Tweeters in G7:
@pash22
@isabelvalin
@kirielson
@96_lumos
@iwinskityler
@ronpatz
@ryanbedwards
@harvardchansph
@mayelahj
@hickscber

Top Tweeters in G8:
@samhainnight
@nayasala
@letat_lechat
@_ben_franklin1
@suepersists
@jwhallin
@sciencemilk
@pauly2coffees
@waflanagan
@rweingarten

Top Tweeters in G9:
@vickie627
@jencages
@medwoman1
@smartassicus
@zennginger
@stevieanntas
@16po
@bitterclingerpa
@raginxcajun
@thelivingkira

Top Tweeters in G10:
@pairsonnalitesa
@prpnews
@frontendla
@gulftimes_qatar
@proud_boomer2
@sljournal
@umohpyro
@americanlegion
@pivottwistdev
@ebeinke


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