Reproductive health, Twitter, 11/8/2021 5:47:25 AM, 265795


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Reproductive health_2021-11-07_19-57-00.xlsx
Reproductive health_2021-11-07_19-57-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2021
Short Description:
Reproductive health via NodeXL https://bit.ly/3H1cZLp
@philmurphynj
@statedept
@cmargaronis
@unfpa
@unfpa_supplies
@unfpa_esaro
@kamalaharris
@bukasacare
@dsinglemoms
@kigozimaggie

Top hashtags:
#cop26
#srhr
#recommittoesa
#ehealth
#impinv
#vc
#obgyn
#obgyntwitter

Description:
Description
The graph represents a network of 7,327 Twitter users whose tweets in the requested range contained "Reproductive health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 08 November 2021 at 04:03 UTC.

The requested start date was Monday, 08 November 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 4-day, 16-hour, 22-minute period from Tuesday, 02 November 2021 at 12:24 UTC to Sunday, 07 November 2021 at 04:46 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 : 7327
Unique Edges : 4038
Edges With Duplicates : 13004
Total Edges : 17042
Number of Edge Types : 5
Retweet : 5900
MentionsInRetweet : 8045
Mentions : 1688
Replies to : 458
Tweet : 951
Self-Loops : 1009
Reciprocated Vertex Pair Ratio : 0.0250084109005271
Reciprocated Edge Ratio : 0.0487964989059081
Connected Components : 957
Single-Vertex Connected Components : 347
Maximum Vertices in a Connected Component : 3685
Maximum Edges in a Connected Component : 11080
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 8.140808
Graph Density : 0.00017027586291951
Modularity : 0.525889
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,327 Twitter users whose tweets in the requested range contained "Reproductive health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 08 November 2021 at 04:03 UTC.

The requested start date was Monday, 08 November 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 4-day, 16-hour, 22-minute period from Tuesday, 02 November 2021 at 12:24 UTC to Sunday, 07 November 2021 at 04:46 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 : Reproductive 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:
[52] https://biozhena.files.wordpress.com/2019/09/transforming-female-reproductive-health-management-918-1-ed-919-blue11slides-w.yellowref.to20sl.ppsx
[49] https://biozhena.files.wordpress.com/2020/01/tweetroducing-biozhena-in-8-slides-e19e2on011820.pps
[48] https://emmagoldman.networkforgood.com/projects/144104-jamie-helmick-s-fundraiser?from_wicked_finish=true
[36] https://biozhena.files.wordpress.com/2014/10/ovulona-quick-intro-4-slides1.pps
[36] https://biozhena.files.wordpress.com/2021/05/comparison-minimum-viable-scenario-mvs-and-full-value-scenario-fvs.pps
[33] https://biozhena.files.wordpress.com/2020/01/single-slide-composite-4-what-is-follihpg-w.-innerv-and-wealth-of-infocorrel-w.-symptometry-vertical-ee.jpg.pdf
[29] https://www.openvaers.com/index.php
[27] https://biozhena.files.wordpress.com/2018/10/full-value-scenario-overall-summary-public-3.docx
[22] https://biozhena.files.wordpress.com/2019/09/biozhena-technology-overview-for-people-who-know-womens-health-eee.pdf
[19] https://biozhena.files.wordpress.com/2019/10/wealth-of-info-elucidation-silent-4-slides-animated-ed.-101519.pdf

Top URLs in Tweet in G1:
[1] https://twitter.com/zabedabedoo/status/1455848936216752133
[1] https://twitter.com/icyflak/status/1455770895864123395

Top URLs in Tweet in G2:
[1] https://thehill.com/homenews/state-watch/579944-ohio-lawmakers-introduce-abortion-bill-that-goes-further-than-texas-law

Top URLs in Tweet in G3:
[1] https://share.demcastusa.com/s/q-5T3AKoWePD74g2ZNIQkw

Top URLs in Tweet in G4:
[7] https://twitter.com/rachchamp_/status/1455268710801936387
[6] https://twitter.com/RachChamp_/status/1455268710801936387
[4] https://twitter.com/kristen4moore/status/1455156768661778433
[3] https://share.demcastusa.com/s/q-5T3AKoWePD74g2ZNIQkw
[3] https://www.mobihealthnews.com/news/men-s-health-startup-bastion-health-launches-offer-reproductive-prostate-care
[2] https://www.aljazeera.com/news/2021/11/2/covid-menstruation-and-the-medical-industrys-response
[2] https://pnsne.ws/2ZOwPc4
[2] https://in.pairsonnalites.org/2021/11/the-new-abortion-rules-reaffirm-indias.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.mobihealthnews.com/news/men-s-health-startup-bastion-health-launches-offer-reproductive-prostate-care?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.publicnewsservice.org/2021-11-03/reproductive-health/newly-introduced-ohio-bill-mirrors-texas-abortion-ban/a76391-1

Top URLs in Tweet in G5:
[14] https://www.facebook.com/Kenya.AIDS.NGOs.Consortium.KANCO/videos/317110326505522/?extid=NS-UNK-UNK-UNK-AN_GK0T-GK1C&ref=sharing
[13] https://wa.link/x6megw
[5] https://www.facebook.com/Kenya.AIDS.NGOs.Consortium.KANCO/videos/317110326505522/?extid=CL-UNK-UNK-UNK-AN_GK0T-GK1C&ref=sharing
[3] https://www.kenyaforum.net/latest-articles/the-east-african-community-srh-bill-and-why-it-should-be-passed/
[3] https://safe2choose.org/
[2] https://eannaso.org/
[2] https://ghettoradio.co.ke/10-reasons-why-the-east-african-community-srh-bill-should-be-passed/
[2] https://kenyainsights.com/political-manifestos-should-address-reproductive-health-issues-to-youths-vote/
[2] https://bit.ly/3pE5OCR
[1] https://www.facebook.com/Kenya.AIDS.NGOs.Consortium.KANCO/videos/626044805079076/?extid=NS-UNK-UNK-UNK-IOS_GK0T-GK1C&ref=sharing

Top URLs in Tweet in G6:
[4] https://docs.google.com/forms/d/13yYnqRkUUXHhuiT_ypOUbJQa52l6-siIYs33TvYCqPc/edit
[3] https://www.newvision.co.ug/articledetails/118689
[2] https://us02web.zoom.us/webinar/register/WN_rI9a4a_WSlyse6ya6dnP7w
[1] https://www.independent.co.ug/only-4-of-mbale-youths-know-how-to-use-condoms-hiv-focal-person/
[1] https://play.google.com/store/apps/details?id=org.sautiplus&hl=en&gl=US
[1] https://apps.apple.com/us/app/sautiplus/id1481172310
[1] https://twitter.com/nextprodug/status/1456182661588848641
[1] https://twitter.com/Thomas_Tayebwa/status/1455912969322250250
[1] https://twitter.com/JaneRuth_Aceng/status/1455918845668040707
[1] https://twitter.com/PNyamutoro/status/1455868779980800000

Top URLs in Tweet in G7:
[9] https://www.justice.gov/usao-nj/pr/bergen-county-man-arrested-interfering-reproductive-health-services
[1] https://twitter.com/patriottakes/status/1455570431637737476
[1] https://www.huffpost.com/entry/ohio-introduces-texas-style-abortion-ban_n_6182d18fe4b0ad6f587d9ee7?utm_source=Sailthru&utm_medium=email&utm_campaign=Morning%20Email%2011-4-21&utm_term=us-morning-email
[1] https://share.demcastusa.com/s/q-5T3AKoWePD74g2ZNIQkw

Top URLs in Tweet in G9:
[5] https://share.demcastusa.com/s/q-5T3AKoWePD74g2ZNIQkw
[3] https://www.state.gov/reports/2020-country-reports-on-human-rights-practices/
[2] https://clubofmozambique.com/news/koica-support-to-strengthen-reproductive-maternal-and-adolescent-health-in-mozambique-204120/
[1] https://reproductiverights.org/our-issues/adolescent-sexual-and-reproductive-health-and-rights/
[1] https://www.state.gov/2020-country-reports-on-human-rights-practices-addenda-on-reproductive-rights/
[1] https://fosfeminista.org/media/fos-feminista-launch/
[1] https://srhrforall.org/climate-change-is-a-sexual-and-reproductive-health-and-rights-issue/
[1] https://www.cnn.com/2021/10/30/politics/roe-wade-reversal-abortion-driving-distances/index.html
[1] https://twitter.com/StateDRL/status/1456322119986462720
[1] https://www.nytimes.com/2021/11/01/opinion/abortion-latin-america.html?referringSource=articleShare

Top Domains
Top Domains in Tweet in Entire Graph:
[291] wordpress.com
[160] twitter.com
[50] networkforgood.com
[29] openvaers.com
[24] facebook.com
[18] bit.ly
[17] co.uk
[15] google.com
[14] co.ke
[13] youtube.com

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

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

Top Domains in Tweet in G3:
[1] demcastusa.com

Top Domains in Tweet in G4:
[58] twitter.com
[9] careerarc.com
[5] google.com
[5] mobihealthnews.com
[5] co.uk
[4] bit.ly
[4] pnsne.ws
[3] demcastusa.com
[3] theguardian.com
[3] biomedcentral.com

Top Domains in Tweet in G5:
[21] facebook.com
[13] wa.link
[3] kenyaforum.net
[3] safe2choose.org
[3] twitter.com
[3] co.ke
[2] eannaso.org
[2] youtube.com
[2] kenyainsights.com
[2] google.com

Top Domains in Tweet in G6:
[7] twitter.com
[5] google.com
[4] co.ug
[2] zoom.us
[1] apple.com
[1] go.ug

Top Domains in Tweet in G7:
[9] justice.gov
[1] twitter.com
[1] huffpost.com
[1] demcastusa.com

Top Domains in Tweet in G9:
[5] demcastusa.com
[4] state.gov
[3] twitter.com
[2] clubofmozambique.com
[1] reproductiverights.org
[1] fosfeminista.org
[1] srhrforall.org
[1] cnn.com
[1] nytimes.com
[1] graduateinstitute.ch

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[67] cop26
[60] srhr
[59] recommittoesa
[44] ehealth
[43] impinv
[43] vc
[43] obgyn
[43] obgyntwitter
[43] usa
[41] whitewomen



Top Hashtags in Tweet in G2:
[9] roevwade
[1] passtherfa

Top Hashtags in Tweet in G3:
[2] democratsdidthat
[2] keepvablue
[1] seethe

Top Hashtags in Tweet in G4:
[14] sales
[7] womenshealth
[7] reproductivehealth
[7] health
[4] ternitz
[3] democratsdidthat
[3] keepvablue
[3] reproductive
[3] lofer
[3] women

Top Hashtags in Tweet in G5:
[59] recommittoesa
[40] eastafricapamoja4srhr
[24] esacommitment
[16] happeningnow
[12] bonganaally
[11] safe2choose
[10] bonganaauntyjane
[8] nenanabinti
[8] gccawareness
[6] makeunsafeabortionhistory

Top Hashtags in Tweet in G6:
[24] hepsfpfinancingug
[11] afyanahaki
[9] srhrbooklaunch
[5] udecide
[5] ugmoving4wd
[5] chimpreportsnews
[5] igdglobal2021
[4] pea22
[4] pmcuganda
[3] worldpopulationday

Top Hashtags in Tweet in G7:
[1] resistanceunited
[1] democratsdidthat

Top Hashtags in Tweet in G9:
[20] srhr
[5] keepvablue
[4] flreprofreedom
[4] broward
[4] democratsdidthat
[3] reproductiverights
[3] koica
[2] localgovernmentslead
[2] womensrightsarehumanrights
[2] cop26

Top Words
Top Words in Tweet in Entire Graph:
[5503] reproductive
[5000] health
[2124] rights
[1651] women
[1472] sexual
[967] care
[874] opinion
[854] today
[844] women's
[823] white

Top Words in Tweet in G1:
[855] opinion
[433] uterus
[428] reproductive
[427] women's
[427] system
[427] dicks
[427] regards
[426] comicsbyvien
[353] toâ
[8] mental

Top Words in Tweet in G2:
[485] rights
[436] reproductive
[371] health
[360] care
[357] weâ
[357] ve
[357] today
[357] affordable
[356] folks
[356] everything

Top Words in Tweet in G3:
[800] women
[789] white
[396] virginia
[396] nbcnews
[394] results
[394] 57
[394] youngkin
[394] 43
[394] mcauliffe
[394] blame

Top Words in Tweet in G4:
[411] health
[373] reproductive
[99] women
[78] sexual
[74] rights
[66] care
[42] more
[39] people
[34] abortion
[27] services

Top Words in Tweet in G5:
[478] health
[450] reproductive
[384] sexual
[211] people
[168] bill
[166] young
[135] eac
[128] east
[118] kenyasrhr
[114] srh

Top Words in Tweet in G6:
[316] health
[247] reproductive
[185] sexual
[129] uganda
[113] rights
[94] access
[93] family
[91] planning
[87] increase
[81] commitments

Top Words in Tweet in G7:
[211] reproductive
[161] abortion
[155] women's
[147] freedom
[146] repdeborahross
[146] texas'
[146] ban
[146] dangerous
[146] threat
[146] rely

Top Words in Tweet in G8:
[264] reproductive
[263] health
[253] rights
[244] stand
[243] record
[243] clear
[243] ll
[243] veterans
[242] kamalaharris
[233] terrymcauliffeâ

Top Words in Tweet in G9:
[302] reproductive
[296] rights
[214] health
[151] sexual
[122] human
[80] women
[74] country
[74] 2020
[74] cannabis
[73] decriminalizing

Top Words in Tweet in G10:
[164] reproductive
[164] health
[163] goingbyrenee
[162] asked
[162] bellies
[162] trying
[162] hide
[162] basic
[162] facts
[162] kid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2912] reproductive,health
[1189] sexual,reproductive
[1029] reproductive,rights
[840] health,care
[685] women's,reproductive
[518] health,rights
[458] reproductive,system
[429] uterus,opinion
[428] opinion,women's
[428] system,dicks

Top Word Pairs in Tweet in G1:
[428] uterus,opinion
[427] opinion,women's
[427] women's,reproductive
[427] reproductive,system
[427] system,dicks
[427] dicks,opinion
[427] opinion,regards
[426] comicsbyvien,uterus
[353] regards,toâ
[8] mental,health

Top Word Pairs in Tweet in G2:
[424] reproductive,rights
[360] health,care
[357] weâ,ve
[356] folks,everything
[356] everything,weâ
[356] ve,working
[356] working,comes
[356] comes,down
[356] down,today
[356] today,reproductive

Top Word Pairs in Tweet in G3:
[395] white,women
[394] virginia,results
[394] results,nbcnews
[394] nbcnews,white
[394] women,57
[394] 57,youngkin
[394] youngkin,43
[394] 43,mcauliffe
[394] mcauliffe,women
[394] women,blame

Top Word Pairs in Tweet in G4:
[255] reproductive,health
[59] sexual,reproductive
[33] health,care
[30] reproductive,rights
[25] health,rights
[14] reproductive,system
[14] women,reproductive
[14] health,services
[13] women's,reproductive
[11] sexual,health

Top Word Pairs in Tweet in G5:
[407] reproductive,health
[318] sexual,reproductive
[147] young,people
[102] east,africa
[97] srh,bill
[89] health,rights
[76] national,consultative
[61] eac,srh
[58] sexuality,education
[55] comprehensive,sexuality

Top Word Pairs in Tweet in G6:
[176] reproductive,health
[167] sexual,reproductive
[84] family,planning
[72] uganda,family
[70] launched,uganda
[70] planning,2030
[58] increase,equitable
[58] commitments,increase
[56] health,human
[56] human,rights

Top Word Pairs in Tweet in G7:
[149] women's,reproductive
[147] reproductive,freedom
[146] texas',abortion
[146] abortion,ban
[146] ban,dangerous
[146] dangerous,threat
[146] threat,women's
[146] freedom,rely
[146] rely,solely
[146] solely,courts

Top Word Pairs in Tweet in G8:
[250] reproductive,rights
[243] record,clear
[243] ll,stand
[243] stand,reproductive
[243] rights,health
[243] health,veterans
[233] kamalaharris,terrymcauliffeâ
[233] terrymcauliffeâ,record
[233] clear,heâ
[233] heâ,ll

Top Word Pairs in Tweet in G9:
[197] reproductive,health
[151] sexual,reproductive
[118] human,rights
[113] health,rights
[74] 2020,human
[74] women,reproductive
[73] decriminalizing,cannabis
[73] cannabis,trusting
[73] trusting,women
[71] released,addendum

Top Word Pairs in Tweet in G10:
[162] asked,bellies
[162] trying,hide
[162] hide,basic
[162] basic,reproductive
[162] reproductive,facts
[162] facts,kid
[162] kid,degree
[162] degree,public
[162] public,health
[161] goingbyrenee,asked

Top Replied-To
Top Replied-To in Entire Graph:
@rachchamp_
@sentomcotton
@ayarhep_kenya
@traceminerals35
@laurenboebert
@bxprojecthq
@janemarch888
@amerix
@patriottakes
@rebuildrpc

Top Replied-To in G3:
@exposedscalp
@wingdigit
@njh2005

Top Replied-To in G5:
@ayarhep_kenya
@yemkenya
@kelinkenya
@ogeto_marion
@esther_aoko
@lvctke

Top Replied-To in G6:
@govuganda
@jkilande
@cehurduganda
@estherbirungi4

Top Replied-To in G7:
@patriottakes
@repdeborahross
@joncoopertweets
@shawnweneta
@davonnesbb18
@aidanfahrtz
@kathykltran

Top Replied-To in G8:
@abrokenprince

Top Replied-To in G9:
@kimray63

Top Replied-To in G10:
@goingbyrenee
@sausagefierce

Top Mentioned
Top Mentioned in Entire Graph:
@comicsbyvien
@philmurphynj
@nbcnews
@resistersis20
@iambinhuzairu
@kamalaharris
@repdeborahross
@goingbyrenee
@kenyasrhr

Top Mentioned in G1:
@comicsbyvien
@hopeily

Top Mentioned in G2:
@philmurphynj
@demgovs
@senstabenow
@dickdurbin
@jcarrollfoy

Top Mentioned in G3:
@nbcnews
@resistersis20
@repdeborahross
@philmurphynj
@donna_west
@gregnus_2021
@sahilkapur
@djwaglmuffin
@exposedscalp
@kamalaharris

Top Mentioned in G4:
@braincures
@oumasarah1
@tiffeloyx
@knhothaya
@pairsonnalitesa
@ahranilogan
@trustthesclence
@judsontelemed
@freenauts
@versemen_music

Top Mentioned in G5:
@kenyasrhr
@kelinkenya
@stellah_kaviti
@abukaalfred
@ayarhep_kenya
@yc_kenya
@ticah_ke
@girlswomenpower
@lovemafrica
@yemkenya

Top Mentioned in G6:
@janeruth_aceng
@minofhealthug
@pmc_uganda
@cehurduganda
@reachahand
@lettykasule
@vivianagaba14
@wasajja_j
@yekoyadaug
@wakierose

Top Mentioned in G7:
@repdeborahross
@kathykltran
@dlcc
@gregnus_2021
@owillis
@philmurphynj
@sbh08mae
@patriottakes
@redistrict
@gruvenheimer

Top Mentioned in G8:
@kamalaharris
@terrymcauliffe
@philmurphynj
@tlhicks713
@repdeborahross
@jbpritzker
@secblinken
@dabs_breaux
@nickknudsenus

Top Mentioned in G9:
@secblinken
@statedept
@nickknudsenus
@browardinfo
@tildys
@flreprofreedom
@statedrl
@fos_feminista
@philmurphynj
@madam_president

Top Mentioned in G10:
@goingbyrenee
@frogerta

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@rashidaldosari
@dichristine
@pairsonnalitesu
@pairsonnalitesa
@monicasloves
@oscarhaboni
@world_news_eng
@solutioneer72
@k1a1zzz

Top Tweeters in G1:
@luqmannyamiin
@itshnamir
@atiqahrhm
@tatadinosaur
@nabilhussein
@kazuya_tabi
@michellelanious
@carahhhhhhhhh
@unnoticebleme
@iffahs_

Top Tweeters in G2:
@solutioneer72
@mayirmamay14
@talkintou
@justwhatnowwhy
@miss_placed_
@_pettycrocker
@maryalicebisho2
@tyberzannxxxx
@njdoc
@fwdcrocblu

Top Tweeters in G3:
@stockguy61
@jayoung1892
@iamforeverblue2
@michelejeanson1
@kcolaizzo
@carollarue
@thetobster111
@donna_west
@mcnejames
@sandralhanlon

Top Tweeters in G4:
@pairsonnalitesu
@pairsonnalitesa
@crweworld
@prpnews
@stigmabase
@drpatfarrell
@persistentpengn
@pixelproject
@lenubienne
@prison_health

Top Tweeters in G5:
@kasiitamark
@abukaalfred
@ellyannecgithae
@femnetprog
@kombemartha
@dwatchnews_afr
@alvinmwangi254
@mamakbeh
@fahe_k
@sndaire

Top Tweeters in G6:
@jude_mugabi
@nbstv
@yekoyadaug
@revnickk
@evelyn_nakayi
@qrisy_qrisy
@abwoolifruity
@paulwebs1
@beinomugisha_iv
@rachealkyy

Top Tweeters in G7:
@yarosisnancy
@manmet80
@kenkircher1
@amyayers16
@samhainnight
@cnbsnana
@deesbarbara
@trumpwatchnews
@marciabunney
@hermitme1

Top Tweeters in G8:
@oldlady12345
@monicasloves
@awelab1956
@therezafontoura
@brandonmscales
@mijomojo1
@nartist
@marijodeleon
@wendyverran
@americanwoman8

Top Tweeters in G9:
@rashidaldosari
@oscarhaboni
@k1a1zzz
@insdatainter
@7b73f39b85e1415
@wadakashiho
@richfm39517086
@ajgma
@darrellpmwest
@diligitis19

Top Tweeters in G10:
@nerdy_ian
@cblazblaz
@sendcats
@nikhil_p_b
@elkehollings
@black0_0rabbit
@sommelier50
@pkgm
@unicornpussyoil
@fairishgodmum