Maternal health, Twitter, 1/31/2022 5:34:50 AM, 270990


FAQ | Problem?

Maternal health_2022-01-30_21-10-58.xlsx
Maternal health_2022-01-30_21-10-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 31, 2022
Short Description:
Maternal health via NodeXL https://bit.ly/344KM82
@omnatigray
@kamalaharris
@fithanegestwel1
@un
@who
@hiwotberhane3
@bmhcaucus
@vp
@marthatesfaye8
@blkmamasmatter

Top hashtags:
#tigray
#unscactnow
#rotarysondemchproject
#maternalhealth
#health
#sportpesabeyondsports

Description:
Description
The graph represents a network of 4,317 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, 31 January 2022 at 05:14 UTC.

The requested start date was Monday, 31 January 2022 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 4-day, 7-hour, 36-minute period from Wednesday, 26 January 2022 at 17:17 UTC to Monday, 31 January 2022 at 00:53 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 : 4317
Unique Edges : 4948
Edges With Duplicates : 18165
Total Edges : 23113
Number of Edge Types : 5
Retweet : 6340
MentionsInRetweet : 10199
Tweet : 354
Mentions : 6120
Replies to : 100
Self-Loops : 394
Reciprocated Vertex Pair Ratio : 0.00834306691139663
Reciprocated Edge Ratio : 0.0165480721495946
Connected Components : 406
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 2431
Maximum Edges in a Connected Component : 19726
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.272431
Graph Density : 0.000648662968547092
Modularity : 0.354948
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,317 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, 31 January 2022 at 05:14 UTC.

The requested start date was Monday, 31 January 2022 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 4-day, 7-hour, 36-minute period from Wednesday, 26 January 2022 at 17:17 UTC to Monday, 31 January 2022 at 00:53 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:
[684] https://www.unfpa.org/news/tigray-conflict-decimates-maternal-health-services-overwhelms-health-workers
[23] https://sokodirectory.com/2022/01/sportpesa-donates-equipment-to-boost-maternal-health-in-kilifi/
[6] https://www.abc10.com/article/news/health/sacramento-county-campaign-racial-disparities-black-maternal-and-infant-health/103-7bbdc857-e5ed-4c74-ac40-78dd2fb6d0d0
[6] https://www.wpri.com/12-on-12/maternal-health-matters/
[5] https://patientengagementhit.com/news/mass-general-sets-sights-on-maternal-health-equity-with-new-partnership
[4] https://twitter.com/KamalaHarris/status/1486712854845616128
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flandig%2Farticle%2FPIIS2589-7500%2822%2900005-X%2Ffulltext&rc=0
[3] https://www.whitehouse.gov/briefing-room/statements-releases/2021/12/07/remarks-by-vice-president-harris-at-the-maternal-day-of-action-summit/
[3] https://www.instagram.com/accounts/login/
[3] https://gomohealth.com/activating-maternal-brain-health/?utm_source=hootsuite_organic_social_post_1&utm_medium=social&utm_campaign=maternal_health

Top URLs in Tweet in G1:
[3] https://twitter.com/KamalaHarris/status/1486712854845616128
[1] https://deadline.com/video/aftershock-sundance-documentary-directors-paula-eiselt-tonya-lewis-lee-interview-news/

Top URLs in Tweet in G2:
[240] https://www.unfpa.org/news/tigray-conflict-decimates-maternal-health-services-overwhelms-health-workers

Top URLs in Tweet in G3:
[4] https://www.unfpa.org/news/tigray-conflict-decimates-maternal-health-services-overwhelms-health-workers
[1] https://twitter.com/HPN4Tigray/status/1485671376363130890

Top URLs in Tweet in G4:
[1] https://www.medicaidinnovation.org/news/item/imi-awarded-new-grant-to-lead-national-maternal-health-learning-collaborative

Top URLs in Tweet in G5:
[438] https://www.unfpa.org/news/tigray-conflict-decimates-maternal-health-services-overwhelms-health-workers

Top URLs in Tweet in G6:
[3] https://www.whitehouse.gov/briefing-room/statements-releases/2021/12/07/remarks-by-vice-president-harris-at-the-maternal-day-of-action-summit/
[3] https://spectrumlocalnews.com/nys/rochester/health/2022/01/25/program-in-rochester-works-to-reduce-racial-disparities-in-maternal-care?cid=share_twitter
[2] https://bmcpregnancychildbirth.biomedcentral.com/articles/10.1186/s12884-022-04381-z
[2] https://patientengagementhit.com/news/mass-general-sets-sights-on-maternal-health-equity-with-new-partnership
[2] https://www.youtube.com/watch?v=1LvAA9SrJME

[1] https://twitter.com/i/broadcasts/1vAxRkjOBARKl
[1] https://twitter.com/jenniferkeintz/status/1487791515271417857
[1] https://twitter.com/jodellwb/status/1487115396591374341
[1] https://twitter.com/VP/status/1485411827789885442
[1] https://everymothercounts.org/on-the-front-lines/the-maternal-health-advocacy-toolkit/

Top URLs in Tweet in G7:
[2] https://www.advancingnutrition.org/resources/strengthening-maternal-nutrition-health-programs-guide-practitioners
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flandig%2Farticle%2FPIIS2589-7500%2822%2900005-X%2Ffulltext&rc=0
[2] https://us02web.zoom.us/webinar/register/WN_yEF2dOinSYWJ6KKRP8lGKA
[1] https://www.unfpa.org/safe-birth-even-here
[1] https://twitter.com/UNFPAAfg/status/1485491633215139846
[1] https://who.zoom.us/webinar/register/WN_PnUPFppAQ2WOWWajKxGkiw
[1] https://www.wilsoncenter.org/event/no-progress-without-quality-country-led-strategies-improve-maternal-and-newborn-health
[1] https://twitter.com/FACEofHealth/status/1486839020588048392
[1] https://engage.wilsoncenter.org/a/no-progress-without-quality-country-led-strategies-improve-maternal-newborn-child-and-adolesce
[1] https://virt.com/event/no-progress-without-quality-country-led-strategies-to-improve-health-and-family-planning-outcomes-25990

Top URLs in Tweet in G8:
[3] https://www.thecable.ng/nigeria-needs-to-reduce-maternal-morbidity-to-achieve-health-sdgs-by-2030
[2] https://prc.wisc.edu/event/hearing-native-mothers-%ef%bb%bfa-tribal-discussion-session-on-a-campaign-to-support-healthy-american-indian-and-alaska-native-pregnancies-and-maternal-health/
[2] https://www.instagram.com/accounts/login/
[2] https://www.phillytrib.com/entertainment/movies/aftershock-puts-human-face-to-maternal-health-crisis-in-us/article_69d0ccc9-1f5f-51bb-842a-98aee6159123.html
[2] https://www.amazon.com/dp/B077ZRJDMP/ref=dp-kindle-redirect?_encoding=UTF8&btkr=1
[1] https://twitter.com/mrahmednurali/status/1486348289578524684
[1] https://georgialawnews.com/why-georgias-maternal-well-being-disaster-requires-a-number-of-options/
[1] https://www.myjournals.org/?nr=651288
[1] https://www.oklahoman.com/story/opinion/2021/12/26/viewpoint-more-health-plan-choices-oklahoma-women-children-improves-outcomes/8972641002/
[1] https://www.shootonline.com/news/sundance-aftershock-documentary-puts-human-face-maternal-health-crisis-us?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[1] https://www.huffingtonpost.co.uk/entry/most-common-postpartum-mental-health-issues_l_60a7bff5e4b09604b521b847

Top Domains
Top Domains in Tweet in Entire Graph:
[688] unfpa.org
[65] twitter.com
[25] sokodirectory.com
[12] zoom.us
[7] youtube.com
[7] patientengagementhit.com
[6] nih.gov
[6] abc10.com
[6] wpri.com
[5] whitehouse.gov

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

Top Domains in Tweet in G2:
[240] unfpa.org

Top Domains in Tweet in G3:
[4] unfpa.org
[1] twitter.com

Top Domains in Tweet in G4:
[1] medicaidinnovation.org

Top Domains in Tweet in G5:
[438] unfpa.org

Top Domains in Tweet in G6:
[6] twitter.com
[4] whitehouse.gov
[3] spectrumlocalnews.com
[2] everymothercounts.org
[2] biomedcentral.com
[2] patientengagementhit.com
[2] zoom.us
[2] youtube.com
[1] latimes.com
[1] aamc.org

Top Domains in Tweet in G7:
[3] twitter.com
[3] zoom.us
[3] advancingnutrition.org
[2] wilsoncenter.org
[2] elsevierhealth.com
[1] unfpa.org
[1] virt.com
[1] worldobesity.org
[1] newsecuritybeat.org
[1] acog.org

Top Domains in Tweet in G8:
[16] twitter.com
[4] nih.gov
[3] businesswire.com
[3] thecable.ng
[3] facebook.com
[3] zoom.us
[2] wisc.edu
[2] instagram.com
[2] momsrising.org
[2] youtube.com

Top Domains in Tweet in G9:
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5015] tigray
[684] unscactnow
[61] rotarysondemchproject
[43] maternalhealth
[42] health
[42] sportpesabeyondsports
[32] usfhealth
[25] upr40
[24] uganda
[20] covid19



Top Hashtags in Tweet in G2:
[3712] tigray
[240] unscactnow
[1] children
[1] pregnant
[1] lactating
[1] mothers
[1] humanitariancrisis
[1] tigraygenocide

Top Hashtags in Tweet in G3:
[472] tigray
[4] unscactnow
[1] endtigraysiege

Top Hashtags in Tweet in G4:
[1] medicaid

Top Hashtags in Tweet in G5:
[819] tigray
[438] unscactnow
[3] children
[3] mothers
[3] humanitariancrisis
[2] pregnant
[2] lactating
[1] actnow
[1] catastrophe
[1] endtigraysiege

Top Hashtags in Tweet in G6:
[19] upr40
[19] uganda
[4] maternal
[4] health
[4] advocacy
[4] epilepsy
[3] blackmaternalhealth
[3] bmhw22
[2] buildbackbetter
[2] momnibus

Top Hashtags in Tweet in G7:
[11] covid19
[8] nutrition
[3] markyourcalendars
[3] divusaid
[3] mhad2022
[2] qualitycarematters
[2] maternalnutrition
[2] dearblackmommy
[2] maternalmentalhealth
[1] expo2020dubai

Top Hashtags in Tweet in G8:
[8] maternalhealth
[5] health
[4] buildbackbetter
[4] equity
[4] birth
[3] covid19
[3] sportpesabeyondsports
[3] maternity
[2] maternal
[2] child

Top Words
Top Words in Tweet in Entire Graph:
[5015] #tigray
[5011] pregnant
[4437] crisis
[4417] mothers
[4390] children
[4368] affected
[4362] lactating
[4362] disproportionately
[4358] humanitarian
[2618] health

Top Words in Tweet in G1:
[568] kamalaharris
[568] pregnant
[568] women
[568] live
[568] rural
[568] communities
[568] 60
[568] more
[568] die
[568] before

Top Words in Tweet in G2:
[3712] #tigray
[3585] pregnant
[3584] affected
[3583] lactating
[3583] mothers
[3583] crisis
[3582] children
[3579] humanitarian
[3576] disproportionately
[340] act

Top Words in Tweet in G3:
[882] health
[472] #tigray
[444] maternal
[440] child
[438] continues
[438] suffer
[438] due
[438] collapsed
[438] system
[438] deliver

Top Words in Tweet in G4:
[437] matters
[436] traumatic
[436] birth
[436] experience
[435] someone
[435] tells
[435] tell
[435] baby
[434] ourmidwestlife
[434] hea

Top Words in Tweet in G5:
[819] #tigray
[746] disproportionately
[746] affected
[744] pregnant
[744] lactating
[743] mothers
[743] humanitarian
[743] crisis
[742] children
[448] act

Top Words in Tweet in G6:
[118] maternal
[109] health
[96] black
[46] join
[45] vp
[45] national
[44] week
[43] call
[43] 2022
[43] mamas

Top Words in Tweet in G7:
[125] health
[68] world
[66] looking
[64] central
[64] sahel
[64] worst
[64] indicators
[64] average
[64] people
[64] three

Top Words in Tweet in G8:
[157] health
[146] maternal
[32] child
[25] care
[24] mental
[20] mortality
[20] black
[19] women
[12] support
[11] birth

Top Words in Tweet in G9:
[2] do_kinder
[2] jeremyfarrar
[2] michelle_cruk
[2] ukri_ceo
[2] universitiesuk
[2] union_newsuk
[2] evidencebase_im
[2] techscommit
[2] 1752group
[2] mental

Top Words in Tweet in G10:
[45] additional
[44] sc
[44] maternal
[44] mortality
[44] rates
[44] 9th
[44] highest
[44] nation
[44] 988
[44] forces

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4362] pregnant,lactating
[4361] lactating,mothers
[4360] children,pregnant
[4360] crisis,#tigray
[4357] disproportionately,affected
[4357] affected,humanitarian
[4357] humanitarian,crisis
[4353] mothers,disproportionately
[1137] maternal,health
[793] #tigray,act

Top Word Pairs in Tweet in G1:
[568] pregnant,women
[568] women,live
[568] live,rural
[568] rural,communities
[568] communities,60
[568] 60,more
[568] more,die
[568] die,before
[568] before,during
[568] during,childbirth

Top Word Pairs in Tweet in G2:
[3583] pregnant,lactating
[3583] lactating,mothers
[3582] children,pregnant
[3582] crisis,#tigray
[3579] affected,humanitarian
[3579] humanitarian,crisis
[3576] disproportionately,affected
[3575] mothers,disproportionately
[339] #tigray,act
[313] #tigray,mu

Top Word Pairs in Tweet in G3:
[444] maternal,health
[438] child,maternal
[438] health,#tigray
[438] #tigray,continues
[438] continues,suffer
[438] suffer,due
[438] due,collapsed
[438] collapsed,health
[438] health,system
[438] system,deliver

Top Word Pairs in Tweet in G4:
[436] traumatic,birth
[435] someone,tells
[435] tells,traumatic
[435] birth,experience
[435] experience,tell
[435] tell,matters
[435] matters,baby
[434] ourmidwestlife,someone
[434] baby,hea
[6] midwifery,led

Top Word Pairs in Tweet in G5:
[746] disproportionately,affected
[744] pregnant,lactating
[743] lactating,mothers
[743] mothers,disproportionately
[743] affected,humanitarian
[743] humanitarian,crisis
[743] crisis,#tigray
[742] children,pregnant
[448] #tigray,act
[438] ukun_newyork,usun

Top Word Pairs in Tweet in G6:
[70] maternal,health
[48] black,maternal
[44] health,week
[43] black,mamas
[42] national,call
[41] 2022,black
[41] week,national
[41] call,join
[41] join,black
[41] mamas,matter

Top Word Pairs in Tweet in G7:
[64] central,sahel
[64] sahel,looking
[64] looking,worst
[64] worst,health
[64] health,indicators
[64] indicators,world
[64] world,average
[64] average,people
[64] people,three
[64] three,countries

Top Word Pairs in Tweet in G8:
[56] maternal,health
[23] maternal,child
[23] child,health
[20] mental,health
[16] maternal,mortality
[11] maternal,mental
[10] black,maternal
[6] improve,maternal
[6] health,outcomes
[6] covid,19

Top Word Pairs in Tweet in G9:
[2] do_kinder,jeremyfarrar
[2] jeremyfarrar,michelle_cruk
[2] michelle_cruk,ukri_ceo
[2] ukri_ceo,universitiesuk
[2] universitiesuk,union_newsuk
[2] union_newsuk,evidencebase_im
[2] evidencebase_im,techscommit
[2] techscommit,1752group
[2] mental,health

Top Word Pairs in Tweet in G10:
[44] sc,maternal
[44] maternal,mortality
[44] mortality,rates
[44] rates,9th
[44] 9th,highest
[44] highest,nation
[44] nation,988
[44] 988,forces
[44] forces,women
[44] women,give

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@un
@ukun_newyork
@norwayun
@usun
@irishmissionun
@brazil_un_ny
@almissionun
@mexonu
@omnatigray
@kamalaharris

Top Mentioned in G1:
@kamalaharris
@madam_president

Top Mentioned in G2:
@un
@ukun_newyork
@usun
@norwayun
@irishmissionun
@brazil_un_ny
@almissionun
@mexonu
@gebremedhinte
@bobyagual

Top Mentioned in G3:
@omnatigray
@un
@mahleth27
@ukun_newyork
@usun
@norwayun
@irishmissionun
@brazil_un_ny
@almissionun
@mexonu

Top Mentioned in G4:
@ourmidwestlife
@innov8medicaid
@wk_kellogg_fdn

Top Mentioned in G5:
@un
@ukun_newyork
@usun
@norwayun
@irishmissionun
@brazil_un_ny
@almissionun
@mexonu
@omnatigray
@bobyagual

Top Mentioned in G6:
@vp
@blkmamasmatter
@bmhcaucus
@maltaungeneva
@whitehouse
@black_midwives
@kmc4wauk
@everymomcounts
@ashagaines617
@blkwomenshealth

Top Mentioned in G7:
@who
@shams_syed
@unfpa
@usaid_momentum
@worldobesity
@nutritionfordev
@usaid
@jhpiego
@world_midwives
@wilson_mhi

Top Mentioned in G8:
@ganye91

Top Mentioned in G9:
@jeremyfarrar
@michelle_cruk
@ukri_ceo
@universitiesuk
@union_newsuk
@evidencebase_im
@techscommit
@1752group
@braincures
@do_kinder

Top Mentioned in G10:
@tnovsa

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@stigmabasea
@tinamarie_80s
@kat4obama
@7b73f39b85e1415
@ginalawriw
@manmet80
@dondekojo
@cheezwitham
@newsfilterio

Top Tweeters in G1:
@tinamarie_80s
@kat4obama
@7b73f39b85e1415
@manmet80
@cheezwitham
@givemepie360
@onahunttoday
@awelab1956
@teram323tere
@kath2252

Top Tweeters in G2:
@meditigray
@voicetigray2021
@bepositive76
@mussietesfaye4
@ferwinib
@awtash4
@tekian_gal_kesh
@un
@neeshtey_n
@realhaulegluck

Top Tweeters in G3:
@zzcoco11
@lemlemgaltigray
@adi_remets
@juntafilmon
@elelta5
@daniel_kahssay
@gualaziz
@roseet95
@soloda12
@samrawittesfa16

Top Tweeters in G4:
@msroyaly
@papercakes
@toomuchfinesse
@_brwnsugr
@tylasade
@natibynaturee
@baldiekee
@_a1ien
@nfnasriyah7_
@aihusabiz

Top Tweeters in G5:
@letebrhangebre1
@protect_tigray
@elshada37075062
@aynalemberaki
@mulugetagebrek4
@mt79279504
@able_davo
@titigebremedhin
@tittit83664620
@teweldekidane1

Top Tweeters in G6:
@justwhatnowwhy
@avonan
@moritzbhg
@deemoney521
@allentien
@foxnews
@wtf_imtooold
@tenej_jen
@mfrance923
@chrislongview

Top Tweeters in G7:
@nilimajumder
@demiurgotuiter
@lngbrdindave
@chabis_ch
@imelda_mairead
@zimmermanv66
@skatiq3
@mukherjeewritam
@anneodmatthews
@helenclarknz

Top Tweeters in G8:
@stigmabasea
@newsfilterio
@justiceoutcry
@miragenewscom
@newsfrombw
@iweller_health
@lmv6719
@wtol11toledo
@maybeawriter
@myjournals

Top Tweeters in G9:
@braincures
@do_kinder
@alrightpet
@jeremyfarrar
@sadiqkhan
@stemettes
@mojubaolu
@nhsuk
@science_grrl
@forbesadvisor

Top Tweeters in G10:
@skepmi
@aviflygirl
@samiamsamh
@amandanonumbers
@norberta36
@madelynerants
@themartiscott
@murdockresists
@pawyai1
@annrovetto


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.