maternal mortality, Twitter, 11/18/2020 11:47:04 PM, 241832


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maternal mortality_2020-11-18_15-21-31.xlsx
maternal mortality_2020-11-18_15-21-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 18, 2020
Short Description:
maternal mortality via NodeXL https://bit.ly/32T1R0Q
@bellribeiroaddy
@stoatlyl
@cocotennie
@therachelwise
@guhura
@boboye_ak
@ladygrasha
@satiremann
@aacazette
@iamksealsallers

Top hashtags:
#tigray
#aca
#pregnancy
#cvvte
#mortality
#maternalhealth
#maternal

Description:
Description
The graph represents a network of 6,414 Twitter users whose tweets in the requested range contained "maternal mortality", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 November 2020 at 23:27 UTC.

The requested start date was Wednesday, 18 November 2020 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 13-day, 23-hour, 21-minute period from Wednesday, 04 November 2020 at 01:35 UTC to Wednesday, 18 November 2020 at 00:56 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 : 6414
Unique Edges : 3097
Edges With Duplicates : 8874
Total Edges : 11971
Number of Edge Types : 5
Retweet : 4165
MentionsInRetweet : 5099
Mentions : 1440
Tweet : 739
Replies to : 528
Self-Loops : 762
Reciprocated Vertex Pair Ratio : 0.0150262960180316
Reciprocated Edge Ratio : 0.0296076980014804
Connected Components : 912
Single-Vertex Connected Components : 367
Maximum Vertices in a Connected Component : 3299
Maximum Edges in a Connected Component : 7382
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 11.449025
Graph Density : 0.000164223444825858
Modularity : 0.565509
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,414 Twitter users whose tweets in the requested range contained "maternal mortality", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 November 2020 at 23:27 UTC.

The requested start date was Wednesday, 18 November 2020 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 13-day, 23-hour, 21-minute period from Wednesday, 04 November 2020 at 01:35 UTC to Wednesday, 18 November 2020 at 00:56 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 mortality
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:
[21] https://www.nbcnews.com/news/us-news/death-black-mother-after-birth-first-child-highlights-racial-disparities-n1246841
[18] https://reproductiverights.org/press-room/un-human-rights-committee-asserts-access-abortion-and-prevention-maternal-mortality-are
[17] https://www.xonecole.com/black-women-maternal-mortality-as-told-to/
[17] https://www.medpagetoday.com/obgyn/pregnancy/89462
[9] http://store.dftba.com/
[8] https://www.refinery29.com/en-us/black-maternal-mortality-solutions
[8] https://www.washingtonpost.com/news/wonk/wp/2015/11/18/our-maternal-mortality-rate-is-a-national-embarrassment/
[7] https://www.insider.com/dr-chaniece-wallace-died-in-childbirth-black-women-maternal-mortality-2020-10
[6] https://www.youtube.com/watch?v=BXBFJ5JsWXM&feature=youtu.be

[6] https://twitter.com/humanrightsctte/status/1326325941203775489

Top URLs in Tweet in G1:
[1] https://twitter.com/bukkybee123/status/1328727797557301248
[1] https://www.who.int/news-room/fact-sheets/detail/maternal-mortality
[1] https://twitter.com/madina_wane/status/1326858262713610240
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/ppe.12640?cookieSet=1
[1] https://twitter.com/humanrightsctte/status/1326325941203775489
[1] https://equityhealthj.biomedcentral.com/articles/10.1186/s12939-019-1070-7

Top URLs in Tweet in G2:
[1] https://twitter.com/Ahmed__Aliyu/status/1325321252827959297

Top URLs in Tweet in G3:
[10] https://www.medpagetoday.com/obgyn/pregnancy/89462
[6] https://www.nbcnews.com/news/us-news/death-black-mother-after-birth-first-child-highlights-racial-disparities-n1246841
[5] https://paradisenews.ng/58708/rotary-intl-complements-govt-efforts-in-fight-against-maternal-child-mortality
[5] https://heragenda.com/how-womens-health-advocates-are-tackling-rising-maternal-mortality-rates/?utm_campaign=coschedule&utm_source=twitter&utm_medium=HerAgenda&utm_content=How
[5] Women's
[5] Health
[5] Advocates
[5] Are
[5] Tackling
[5] Rising

Top URLs in Tweet in G4:
[7] https://www.nbcnews.com/news/us-news/death-black-mother-after-birth-first-child-highlights-racial-disparities-n1246841
[4] https://www.refinery29.com/en-us/black-maternal-mortality-solutions
[1] https://twitter.com/phdiva0618/status/1328817564097662981
[1] https://www.youtube.com/watch?v=nTKssGjnDwY&feature=youtu.be

[1] https://twitter.com/USCCRgov/status/1326967734085820421
[1] https://twitter.com/emilyanneck/status/1328413707672686597
[1] https://twitter.com/tcfdotorg/status/1328352626417819651
[1] https://www.nbcnews.com/news/us-news/death-black-mother-after-birth-first-child-highlights-racial-disparities-n1246841?utm_campaign=MHC%20Implicit%20Bias&utm_content=146243060&utm_medium=social&utm_source=twitter&hss_channel=tw-582801455
[1] https://twitter.com/USCCRgov/status/1327267063866462208
[1] https://www.theguardian.com/society/2018/dec/07/patient-died-birth-maternal-mortality

Top URLs in Tweet in G5:
[2] https://www.washingtonpost.com/local/education/howard-university-womens-center/2020/11/12/d21dbba6-246a-11eb-a688-5298ad5d580a_story.html
[2] https://msmagazine.com/2020/11/11/what-women-can-expect-from-a-biden-presidency-on-health-care/
[2] https://www.insider.com/dr-chaniece-wallace-died-in-childbirth-black-women-maternal-mortality-2020-10?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[1] https://twitter.com/BlkInData/status/1328291205369749511
[1] https://twitter.com/RepPressley/status/1327354775604764675
[1] https://www.washingtonpost.com/local/education/howard-university-womens-center/2020/11/12/d21dbba6-246a-11eb-a688-5298ad5d580a_story.
[1] https://washingtonpost.com/local/education/howard-university-womens-center/2020/11/12/d21dbba6-246a-11eb-a688-5298ad5d580a_story.html
[1] https://19thnews.org/2020/08/harris-vp-pick-maternal-mortality-experts-ally/
[1] https://www.vogue.com/article/vice-president-elect-kamala-harris-womens-health-reproductive-rights-equity
[1] https://twitter.com/hedwig_lee/status/1326512794078994435

Top URLs in Tweet in G7:
[2] https://www.blueprint.ng/maternal-mortality-fg-moves-to-reduce-512-deaths-per-100000-births/
[1] https://www.globalcitizen.org/en/content/UN-tackles-maternal-mortality-Sierra-Leone/#:~:text=In
[1] Sierra
[1] Leone,
[1] 1
[1] in,the
[1] UN's
[1] most
[1] recent
[1] data.

Top URLs in Tweet in G8:
[1] https://twitter.com/SaharaReporters/status/1323375846476943360

Top URLs in Tweet in G9:
[1] https://www.amnestyusa.org/press-releases/united-nations-review-will-bring-u-s-human-rights-abuses-to-light/
[1] https://www.figo.org/What-we-do/health-all
[1] https://dev.sawr.gn.apc.org/news/ghana-more-than-50-of-all-pregnancies-in-ghana-are-unintended/

Top Domains
Top Domains in Tweet in Entire Graph:
[182] twitter.com
[28] nbcnews.com
[21] nih.gov
[21] medpagetoday.com
[18] reproductiverights.org
[17] youtube.com
[17] xonecole.com
[14] washingtonpost.com
[11] insider.com
[10] google.com

Top Domains in Tweet in G1:
[3] twitter.com
[1] who.int
[1] wiley.com
[1] biomedcentral.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[68] twitter.com
[14] medpagetoday.com
[14] nih.gov
[8] nbcnews.com
[6] msn.com
[6] google.com
[6] youtube.com
[6] sunnewsonline.com
[5] paradisenews.ng
[5] heragenda.com

Top Domains in Tweet in G4:
[8] nbcnews.com
[5] twitter.com
[4] refinery29.com
[2] qualityforum.org
[2] nih.gov
[1] youtube.com
[1] theguardian.com

Top Domains in Tweet in G5:
[6] twitter.com
[5] washingtonpost.com
[2] msmagazine.com
[2] insider.com
[1] 19thnews.org
[1] vogue.com
[1] essence.com
[1] bit.ly
[1] cdc.gov
[1] marchofdimes.org

Top Domains in Tweet in G7:
[4] twitter.com
[2] blueprint.ng
[1] globalcitizen.org
[1] unfpa.org
[1] tahlequahdailypress.com
[1] linkedin.com
[1] unwomen.org

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[1] amnestyusa.org
[1] figo.org
[1] apc.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[92] tigray
[55] aca
[33] pregnancy
[25] cvvte
[24] mortality
[20] maternalhealth
[18] maternal
[18] memphis
[17] covid19
[16] ysmang



Top Hashtags in Tweet in G1:
[1] medtwitter

Top Hashtags in Tweet in G3:
[4] covid19
[3] healthcare
[3] health
[3] maternalmortality
[2] blm
[2] prematurityawarenessmonth
[2] womenshealth
[2] infantmortality
[2] gender
[2] maternal

Top Hashtags in Tweet in G4:
[2] medicaid
[2] nsps2020
[2] scipolsymposium
[1] citeblackwomensunday
[1] equity4mamoms
[1] medicare
[1] nurturenj
[1] mortality
[1] rurality
[1] maternalhealth

Top Hashtags in Tweet in G5:
[17] memphis
[8] blackindataweek
[4] nativeamericanheritagemonth
[2] momnibus
[1] returntoschool
[1] virtualschool
[1] appliedepi
[1] govepi
[1] newborn
[1] blackmaternalhealth

Top Hashtags in Tweet in G6:
[1] blackwomensavedus

Top Hashtags in Tweet in G7:
[15] ysmang
[14] sierraleone
[8] nairobisummit
[7] icpd25
[6] icymi
[5] withdrawgcdnowke
[3] ysmaonsrhr
[3] laopdr
[2] globalgoals
[2] themarchcontinues

Top Hashtags in Tweet in G9:
[1] needmyaca
[1] protectourcare
[1] healthforall
[1] sdg3
[1] womenshealth

Top Words
Top Words in Tweet in Entire Graph:
[4663] maternal
[4548] mortality
[2364] black
[1926] women
[1578] rate
[1209] rates
[1062] childbirth
[913] high
[834] need
[808] dying

Top Words in Tweet in G1:
[785] black
[772] maternal
[769] mortality
[767] women
[739] rate
[737] bellribeiroaddy
[736] need
[736] number
[736] childbirth
[735] talk

Top Words in Tweet in G2:
[560] maternal
[560] mortality
[552] rates
[551] nigeria
[551] high
[551] earth
[551] 10
[551] 5m
[551] school
[551] children

Top Words in Tweet in G3:
[404] maternal
[393] mortality
[148] black
[108] women
[83] health
[77] rate
[77] rates
[68] child
[49] infant
[48] birth

Top Words in Tweet in G4:
[241] mortality
[239] maternal
[211] black
[179] rate
[175] childbirth
[173] today
[172] reppressley
[110] white
[94] more
[93] grandmother

Top Words in Tweet in G5:
[126] black
[118] maternal
[108] women
[92] mortality
[88] health
[70] kamalaharris
[53] inequalities
[39] care
[38] center
[37] focus

Top Words in Tweet in G6:
[345] black
[173] women
[172] thank
[172] saving
[172] america
[172] demand
[172] passing
[172] maternal
[172] mortality
[172] plan

Top Words in Tweet in G7:
[171] maternal
[158] child
[147] mortality
[79] marriage
[74] risk
[69] human
[69] rights
[68] morbidity
[66] violates
[66] girl

Top Words in Tweet in G8:
[148] maternal
[148] mortality
[145] seriously
[145] y'all
[145] skipped
[145] banditry
[145] internally
[145] displaced
[145] people
[145] poverty

Top Words in Tweet in G9:
[97] access
[97] women
[97] health
[97] people
[97] sistersong_woc
[96] rolling
[96] back
[96] aca
[96] cut
[96] critical

Top Words in Tweet in G10:
[135] high
[135] maternal
[135] mortality
[135] school
[135] children
[129] north
[128] scary
[128] blessed
[128] 1st
[128] class

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3907] maternal,mortality
[1331] mortality,rate
[1275] black,women
[994] mortality,rates
[775] high,maternal
[743] women,dying
[743] dying,childbirth
[740] need,talk
[740] talk,number
[740] number,black

Top Word Pairs in Tweet in G1:
[769] maternal,mortality
[758] black,women
[738] mortality,rate
[735] need,talk
[735] talk,number
[735] number,black
[735] women,dying
[735] dying,childbirth
[735] childbirth,england
[735] england,maternal

Top Word Pairs in Tweet in G2:
[560] maternal,mortality
[552] mortality,rates
[551] nigeria,high
[551] high,maternal
[551] rates,earth
[551] earth,10
[551] 10,5m
[551] 5m,school
[551] school,children
[551] children,asuu

Top Word Pairs in Tweet in G3:
[281] maternal,mortality
[64] mortality,rate
[59] mortality,rates
[46] black,women
[37] maternal,child
[36] child,mortality
[32] infant,mortality
[32] black,maternal
[28] disparities,maternal
[27] racial,disparities

Top Word Pairs in Tweet in G4:
[228] maternal,mortality
[99] mortality,rate
[93] grandmother,died
[93] died,during
[93] during,childbirth
[93] childbirth,1950s
[93] 1950s,today
[93] today,maternal
[93] rate,more
[93] more,doubled

Top Word Pairs in Tweet in G5:
[61] maternal,mortality
[53] inequalities,black
[34] maternal,health
[34] health,care
[33] women,center
[33] center,kamalaharris
[33] kamalaharris,alma
[33] alma,mater
[33] mater,howardu
[33] howardu,focus

Top Word Pairs in Tweet in G6:
[173] black,women
[172] thank,black
[172] women,saving
[172] saving,america
[172] america,demand
[172] demand,passing
[172] passing,black
[172] black,maternal
[172] maternal,mortality
[172] mortality,plan

Top Word Pairs in Tweet in G7:
[79] child,marriage
[69] human,rights
[67] maternal,morbidity
[67] morbidity,mortality
[66] marriage,violates
[66] violates,human
[66] rights,girl
[66] girl,child
[66] child,increases
[66] increases,risk

Top Word Pairs in Tweet in G8:
[148] maternal,mortality
[145] seriously,y'all
[145] y'all,skipped
[145] skipped,banditry
[145] banditry,internally
[145] internally,displaced
[145] displaced,people
[145] people,poverty
[145] poverty,infant
[145] infant,maternal

Top Word Pairs in Tweet in G9:
[96] rolling,back
[96] back,aca
[96] aca,cut
[96] cut,access
[96] access,critical
[96] critical,gains
[96] gains,women
[96] women,health
[96] health,time
[96] time,people

Top Word Pairs in Tweet in G10:
[135] high,maternal
[135] maternal,mortality
[135] school,children
[128] scary,north
[128] north,blessed
[128] blessed,1st
[128] 1st,class
[128] class,insecurity
[128] insecurity,high
[128] mortality,school

Top Replied-To
Top Replied-To in Entire Graph:
@kamalaharris
@mindncharacter
@theresa_chapple
@mindaharts
@vickiringer
@jingle_ingle67
@humanrightsctte
@ebonyjhilton_md
@gregabbott_tx
@surgeon_general

Top Replied-To in G1:
@bellribeiroaddy
@mediclit
@henrimonami
@madina_wane
@i_jayas

Top Replied-To in G2:
@rafiiiiiiiiy

Top Replied-To in G4:
@npwf
@ivaphd
@mclemoremr
@yea_karen53
@radley_ms
@conceptualjames
@charlie11series
@leahntorres

Top Replied-To in G5:
@kamalaharris
@theresa_chapple
@epi_d_nique
@jmseverance
@realkhivequeenb
@2rawtooreal
@oiscariot
@bigbeefybills
@sueb39
@laurenunderwood

Top Replied-To in G7:
@draomamora
@nigeriagov
@un_women
@who

Top Mentioned
Top Mentioned in Entire Graph:
@bellribeiroaddy
@boboye_ak
@reppressley
@blovesoulpower
@aushamaki
@zinadabo1
@sistersong_woc
@meazag_
@iamksealsallers
@kamalaharris

Top Mentioned in G1:
@bellribeiroaddy
@nadinebh_
@youngfabianbame
@adebayo_to
@acog
@laurapidcock
@hackneyabbott
@nadine_writes
@ukwomenshealth
@madina_wane

Top Mentioned in G2:
@boboye_ak
@satiremann

Top Mentioned in G3:
@pairsonnalites
@hopefocus
@nigac2020
@m_giddoh

Top Mentioned in G4:
@reppressley
@iamksealsallers
@refinery29
@npwf
@mclemoremr
@dora_callisto
@nbcnews
@robinmarty
@leahntorres
@mamaternlequity

Top Mentioned in G5:
@kamalaharris
@howardu
@billiejeanking
@joebiden
@reppressley
@theresa_chapple
@huprez17
@laurenunderwood
@repcohen
@june_motherhood

Top Mentioned in G6:
@blovesoulpower
@moniquewmorris

Top Mentioned in G7:
@ladygrasha
@unfpa
@sani_scholar
@unfpasierraleon
@kelsiekim
@zamara_fdn
@a_tcrown
@unfpanigeria
@moh_kenya
@unicef

Top Mentioned in G8:
@aushamaki
@boboye_ak

Top Mentioned in G9:
@sistersong_woc
@votechoice
@knustgh
@johnshopkins
@guttmacher
@safe_abortion
@electluisa
@rheaboydmd
@emedinaeduardo
@blkmamasmatter

Top Mentioned in G10:
@zinadabo1
@boboye_ak

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@pairsonnalites
@stephenoflyf
@pairsonnalitesa
@bridgittelesley
@rk70534
@myra918
@openletterbot
@backstorymom1
@foggybottomgal

Top Tweeters in G1:
@rk70534
@thefabledaesop
@tshep42
@otivar55
@justmebeingme4
@60sparkle
@willshome
@parsifel43
@msalliance
@golwgymor

Top Tweeters in G2:
@stephenoflyf
@tossin_o
@quidnvnc
@elhadj_pablo
@esquiremagic
@lifeofdhayvid
@pololiswang
@utibe___
@off_cock
@mrenclave

Top Tweeters in G3:
@pairsonnalites
@pairsonnalitesa
@backstorymom1
@_griot_
@capitalfmkenya
@tsarina_muna
@deagleonline
@thenationnews
@loksattalive
@harmonyeliana

Top Tweeters in G4:
@sds_sunlight
@lauramarsh70
@erwinbertrand
@bandislife2004
@4evrstardancer
@lollardfish
@nbcnews
@daniellegembala
@grannyman2013
@detroitrueblue

Top Tweeters in G5:
@kmjeezy
@3chicspolitico
@rileyruson
@thumppooh
@januaryhandl
@cindyceemerson
@jay_3085
@and1grad
@now_justice
@lovethepuck

Top Tweeters in G6:
@audrey_e_ander
@misspaulagreen
@_officialjaaay
@jenansbach
@voyanisen
@bookfairiecymru
@greenlkgrl
@literallysmash
@beyloutiful
@brownbuttaz

Top Tweeters in G7:
@ladygrasha
@dray4lyf
@salhaj
@korieunfpa
@janettekirchner
@mistakobz
@mscypresse25
@oluwamatti
@tehbewilderness
@blueprint_ng

Top Tweeters in G8:
@its_ybello
@kuchiiiii
@realistxy
@onizay
@buharisnk
@sir_badoo
@amyraahs
@lababe__
@aabduljabbar_
@mmm_the3rd

Top Tweeters in G9:
@sueleugers
@berlidge
@mayread3
@clayreintucson
@kdl0888
@bethlevin
@thinkkimthink
@jersey_craig
@saysshetoday
@comeonnoles

Top Tweeters in G10:
@evansjens
@godfatherfigure
@yoitshamzaa
@madu_victor
@richielovall
@wereyrey
@iambawzcartel
@lanresoft
@akobioduduwa
@cozzbie