Reproductive health, Twitter, 1/10/2022 7:17:36 AM, 269797


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Reproductive health_2022-01-09_20-57-00.xlsx
Reproductive health_2022-01-09_20-57-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 10, 2022
Short Description:
Reproductive health via NodeXL https://bit.ly/33fQDXi
@pattymurray
@naral
@katiepavlich
@rebelrae13
@stephtweetagain
@stinkygrrrlz
@carsomyrplussix
@sistersong_woc
@msmagazine
@murraycampaign

Top hashtags:
#obgyn
#rjresolutions
#obgyntwitter
#ehealth
#impinv
#vc

Description:
Description
The graph represents a network of 8,028 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, 10 January 2022 at 05:06 UTC.

The requested start date was Monday, 10 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 8-day, 6-hour, 0-minute period from Friday, 31 December 2021 at 22:51 UTC to Sunday, 09 January 2022 at 04:51 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 : 8028
Unique Edges : 3187
Edges With Duplicates : 12332
Total Edges : 15519
Number of Edge Types : 5
Retweet : 5714
MentionsInRetweet : 6571
Replies to : 489
Mentions : 1582
Tweet : 1163
Self-Loops : 1193
Reciprocated Vertex Pair Ratio : 0.0196495619524405
Reciprocated Edge Ratio : 0.0385417945255922
Connected Components : 1123
Single-Vertex Connected Components : 429
Maximum Vertices in a Connected Component : 3601
Maximum Edges in a Connected Component : 8185
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 8.357271
Graph Density : 0.000126426201455489
Modularity : 0.529499
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,028 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, 10 January 2022 at 05:06 UTC.

The requested start date was Monday, 10 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 8-day, 6-hour, 0-minute period from Friday, 31 December 2021 at 22:51 UTC to Sunday, 09 January 2022 at 04:51 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:
[112] https://biozhena.files.wordpress.com/2019/09/transforming-female-reproductive-health-management-918-1-ed-919-blue11slides-w.yellowref.to20sl.ppsx
[86] https://biozhena.files.wordpress.com/2021/05/comparison-minimum-viable-scenario-mvs-and-full-value-scenario-fvs.pps
[78] https://biozhena.files.wordpress.com/2018/10/full-value-scenario-overall-summary-public-3.docx
[78] https://biozhena.files.wordpress.com/2014/10/ovulona-quick-intro-4-slides1.pps
[75] https://biozhena.files.wordpress.com/2019/09/biozhena-technology-overview-for-people-who-know-womens-health-eee.pdf
[70] https://biozhena.files.wordpress.com/2015/06/menstrual-cycle-profile-signature-5-slides.pps
[57] https://biozhena.files.wordpress.com/2021/05/biozhena-technology-overview-for-medical-investors-e.pdf
[53] https://biozhena.files.wordpress.com/2019/10/wealth-of-info-elucidation-silent-4-slides-animated-ed.-101519.pdf
[46] https://www.gmwatch.org/en/2013-04-20-10-46-09/19963
[35] https://msmagazine.com/2021/12/30/new-year-feminist-wishes-2022-reproductive-rights-abortion-racial-equity-health-care-voting-rights/

Top URLs in Tweet in G1:
[1] https://www.npr.org/sections/health-shots/2022/01/06/1070796638/covid-vaccine-periods

Top URLs in Tweet in G2:
[7] https://www.wxyz.com/news/groups-aim-to-get-proposal-protecting-abortions-in-michigan-on-november-ballot
[2] https://www.weareplannedparenthood.org/onlineactions/2U7UN1iNhESWUfDs4gDPNg2?snw=2&ref=a7002db9-9a7b-44f7-897d-b29aea4926ed

Top URLs in Tweet in G3:
[27] https://msmagazine.com/2021/12/30/new-year-feminist-wishes-2022-reproductive-rights-abortion-racial-equity-health-care-voting-rights/
[7] https://msmagazine.com/2021/12/30/new-year-feminist-wishes-2022-reproductive-rights-abortion-racial-equity-health-care-voting-rights/?utm_source=twitter&utm_medium=social&utm_campaign=SocialWarfare
[4] https://msmagazine.com/2022/01/04/online-abortion-pills-provider-robin-tucker-virginia-maryland-maine/
[3] https://msmagazine.com/2021/12/23/ms-magazine-top-feminists-2021/
[3] https://www.weareplannedparenthoodaction.org/a/legislative-briefing
[2] https://msmagazine.com/2022/01/04/us-democracy-summit-abortion-ban-reproductive-rights/
[2] https://win.emilyslist.org/a/donate-to-emily
[2] https://msmagazine.com/2022/01/04/abortion-economy-supreme-court-women-birth-control-contraception-sex-ed/
[2] https://www.wbir.com/article/news/local/extremely-busy-knoxville-center-for-reproductive-health-clinic-sees-demand-surge-after-planned-parenthood-closure-and-fire/51-0d8ff36c-f63c-4c81-a856-2c228919dc79
[1] https://secure.actblue.com/donate/2021_eoy_match4x?refcode=social_eoy_direct_20220101tw

Top URLs in Tweet in G4:
[1] https://www.upm.edu.ph/node/3427

Top URLs in Tweet in G5:
[7] https://grist.org/health/growing-body-of-research-points-to-reproductive-health-problems-for-female-firefighters/
[4] https://msmagazine.com/2021/12/30/new-year-feminist-wishes-2022-reproductive-rights-abortion-racial-equity-health-care-voting-rights/
[3] https://www.onlymyhealth.com/reproductive-health-goals-for-women-1640747802
[3] https://www.fda.gov/tobacco-products/health-effects-tobacco-use/how-smoking-affects-reproductive-health?utm_source=CTPPartnerTwitter&utm_medium=social&utm_campaign=ctp-healthobservance
[3] https://www.publicnewsservice.org/2022-01-07/reproductive-health/abortion-among-big-issues-to-watch-in-fl-2022-legislature/a77292-1
[2] https://www.communitysolutions.com/fertility-fibroids-side-black-reproductive-health/
[2] https://twitter.com/inkamagnaye/status/1478218391546564610
[2] https://procontract.due-north.com/Advert?advertId=5a465bf5-835e-ec11-8110-005056b64545&p=2241eb95-058a-e511-80f7-000c29c9ba21
[2] https://forms.gle/tYfmrvS4Zom8Dr4K9
[2] https://medicalxpress.com/news/2021-12-good-mental-health-young-adults.html

Top URLs in Tweet in G7:
[4] https://www.change.org/p/human-rights-campaign-pass-the-sexual-and-reproductive-health-bill-to-stop-the-senseless-death-of-women-in-east
[1] https://www.youtube.com/watch?v=s7bmk1oKQog&feature=youtu.be

[1] https://pai.org/resources/sexual-and-reproductive-health-and-rights-brief/
[1] https://pai.org/issues/quality-equity/
[1] https://nayakenya.org/2021/06/28/e-book-launch-raising-our-voices/
[1] https://twitter.com/NAYAKenya/status/1465218520552288262
[1] http://www.unfpaprocurement.org/products
[1] http://ow.ly/g5BB50GMY7p?cid=GFF_TT_theGFF_EN_EXT
[1] https://www.pathfinder.org/articles/gates-institute-pathfinder-international-bayer-announce-six-young-leaders-as-2021-ingenuity-fund-winners/

Top URLs in Tweet in G9:
[1] https://twitter.com/cortezmasto/status/1479573558976147459
[1] https://twitter.com/BetteMidler/status/1478769504167645185
[1] https://www.npr.org/sections/health-shots/2022/01/06/1070796638/covid-vaccine-periods?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G10:
[2] https://www.who.int/news-room/articles-detail/who-young-professionals-programme-opportunity-in-sexual-and-reproductive-health-and-rights
[1] https://kenya.unfpa.org/en/news/healthcare-workers-trained-address-sexual-and-reproductive-health-needs-women-disabilities
[1] https://www.unfpa.org/humanitarian-aid-rushed-philippines-following-record-setting-typhoon
[1] https://unfpa.org/SWOP
[1] https://www.voanews.com/a/millions-of-typhoon-victims-in-the-philippines-in-desperate-need-of-emergency-aid-/6386955.html
[1] https://reproductive-health-journal.biomedcentral.com/articles/10.1186/s12978-021-01296-4
[1] https://twitter.com/HRPresearch/status/1471900835617677325
[1] https://www.worldbank.org/en/news/immersive-story/2019/09/18/coming-together-to-help-african-girls-create-a-brighter-future
[1] https://www.unfpa.org/humanitarian-aid-rushed-philippines-following-record-setting-typhoon?form=TyphoonOdette-1
[1] https://unfpa.org/emergencies

Top Domains
Top Domains in Tweet in Entire Graph:
[644] wordpress.com
[167] twitter.com
[56] msmagazine.com
[46] gmwatch.org
[32] fda.gov
[22] com.au
[19] rebelnews.com
[18] grist.org
[15] youtube.com
[10] openvaers.com

Top Domains in Tweet in G1:
[1] npr.org

Top Domains in Tweet in G2:
[7] wxyz.com
[2] weareplannedparenthood.org

Top Domains in Tweet in G3:
[46] msmagazine.com
[6] twitter.com
[3] weareplannedparenthoodaction.org
[2] emilyslist.org
[2] reproductiverights.org
[2] powertodecide.org
[2] guttmacher.org
[2] wbir.com
[1] actblue.com
[1] prochoiceamerica.org

Top Domains in Tweet in G4:
[1] edu.ph

Top Domains in Tweet in G5:
[68] twitter.com
[9] grist.org
[7] careerarc.com
[5] msmagazine.com
[4] google.com
[4] npr.org
[3] onlymyhealth.com
[3] fda.gov
[3] nytimes.com
[3] medicalxpress.com

Top Domains in Tweet in G7:
[4] change.org
[2] pai.org
[1] youtube.com
[1] nayakenya.org
[1] twitter.com
[1] unfpaprocurement.org
[1] ow.ly
[1] pathfinder.org

Top Domains in Tweet in G9:
[2] twitter.com
[1] npr.org

Top Domains in Tweet in G10:
[6] unfpa.org
[2] who.int
[2] unesco.org
[2] knowledgesuccess.org
[2] untalent.org
[1] voanews.com
[1] biomedcentral.com
[1] twitter.com
[1] worldbank.org
[1] un.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[108] obgyn
[99] rjresolutions
[98] obgyntwitter
[96] ehealth
[95] impinv
[94] vc
[83] medx
[81] tryingtoconceive
[75] sb8
[66] glyphosate



Top Hashtags in Tweet in G2:
[1] republicansaretheproblem

Top Hashtags in Tweet in G3:
[95] rjresolutions
[69] sb8
[25] womenshealth
[25] reproductivehealth
[25] maternalmortality
[6] abortion
[4] passwhpa
[4] reproductive
[3] hiv
[3] sexual

Top Hashtags in Tweet in G5:
[14] health
[9] womenshealth
[7] reproductive
[5] pregnancy
[5] uhurulegacy
[5] sales
[5] tanka
[5] jtanka
[4] sexual
[3] menstruation

Top Hashtags in Tweet in G6:
[2] sb8

Top Hashtags in Tweet in G7:
[16] health
[15] quitsmoking
[15] smoking
[13] ddimhmclubs
[12] samburu
[8] burstmyths
[5] nenanabinti
[3] srhr
[3] sautiyangu
[3] worldaidsday

Top Hashtags in Tweet in G10:
[14] yearinreview2021
[14] dyk
[14] familyplanning
[12] ldc
[10] bestof2021
[9] srhr
[6] health
[4] typhoonrai
[4] education
[4] yemen

Top Words
Top Words in Tweet in Entire Graph:
[5339] health
[5043] reproductive
[1509] care
[1423] women
[1280] evidence
[1093] abortion
[1050] rights
[910] sexual
[754] control
[719] birth

Top Words in Tweet in G1:
[1240] evidence
[621] reproductive
[621] health
[620] katiepavlich
[620] wuhan
[620] coronavirus
[620] vaccine
[620] affects

Top Words in Tweet in G2:
[592] reproductive
[589] health
[579] care
[571] control
[569] choose
[569] abortion
[569] use
[569] birth
[569] essential
[568] pattymurray

Top Words in Tweet in G3:
[412] reproductive
[379] health
[198] women
[193] care
[169] naral
[149] abortion
[130] freedom
[114] senate
[112] need
[112] 2022

Top Words in Tweet in G4:
[444] user
[443] inkamagnaye
[443] posted
[443] being
[443] menstrual
[443] cup
[443] fb
[443] surprisingly
[443] many
[443] women

Top Words in Tweet in G5:
[526] health
[462] reproductive
[103] sexual
[98] women
[77] care
[61] more
[46] rights
[46] access
[36] 2022
[35] services

Top Words in Tweet in G6:
[207] everyone
[207] make
[207] decisions
[207] pregnancy
[207] parenting
[207] future
[206] murraycampaign
[206] agr
[17] abortion
[16] reproductive

Top Words in Tweet in G7:
[128] health
[116] reproductive
[78] sexual
[44] need
[43] metakenya2018
[42] access
[42] another
[39] ddinitiative
[36] menstruators
[33] rights

Top Words in Tweet in G8:
[294] barbados
[147] statement
[147] association
[147] endometriosis
[147] pcos
[147] recent
[147] social
[147] events
[147] hope
[146] endoandpcosbb

Top Words in Tweet in G9:
[157] reproductive
[152] health
[145] medical
[145] decisions
[145] seem
[145] alluding
[145] womens
[145] week
[145] data
[144] nbsaphiermd

Top Words in Tweet in G10:
[116] health
[95] reproductive
[76] rights
[70] sexual
[52] women
[47] unfpa
[42] atayeshe
[40] climate
[34] disasters
[34] let's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3798] reproductive,health
[1139] health,care
[744] sexual,reproductive
[641] birth,control
[632] affects,reproductive
[630] evidence,wuhan
[630] wuhan,coronavirus
[630] coronavirus,vaccine
[630] vaccine,affects
[630] health,evidence

Top Word Pairs in Tweet in G1:
[621] reproductive,health
[620] evidence,wuhan
[620] wuhan,coronavirus
[620] coronavirus,vaccine
[620] vaccine,affects
[620] affects,reproductive
[620] health,evidence
[619] katiepavlich,evidence

Top Word Pairs in Tweet in G2:
[583] reproductive,health
[574] health,care
[569] use,birth
[569] birth,control
[569] essential,reproductive
[568] whether,choose
[568] choose,abortion
[568] abortion,use
[568] control,type
[568] type,essential

Top Word Pairs in Tweet in G3:
[227] reproductive,health
[134] health,care
[116] reproductive,freedom
[78] women,health
[75] health,protection
[74] bans,abortion
[69] anti,choice
[69] choice,lawmakers
[69] pursue,copycat
[69] copycat,bans

Top Word Pairs in Tweet in G4:
[443] posted,being
[443] being,menstrual
[443] menstrual,cup
[443] cup,user
[443] user,fb
[443] fb,surprisingly
[443] surprisingly,many
[443] many,women
[443] women,asked
[443] asked,block

Top Word Pairs in Tweet in G5:
[345] reproductive,health
[81] sexual,reproductive
[49] health,care
[19] health,rights
[17] mental,health
[17] women,reproductive
[17] health,services
[16] health,reproductive
[16] learn,more
[15] birth,control

Top Word Pairs in Tweet in G6:
[207] everyone,make
[207] make,decisions
[207] decisions,pregnancy
[207] pregnancy,parenting
[207] parenting,future
[206] murraycampaign,everyone
[206] future,agr
[15] pattymurray,whether
[15] whether,choose
[15] choose,abortion

Top Word Pairs in Tweet in G7:
[108] reproductive,health
[71] sexual,reproductive
[26] health,rights
[24] improve,sexual
[22] women,girls
[22] health,outcomes
[21] another,year
[21] year,another
[21] another,opportunity
[21] opportunity,impact

Top Word Pairs in Tweet in G8:
[147] statement,barbados
[147] barbados,association
[147] association,endometriosis
[147] endometriosis,pcos
[147] pcos,recent
[147] recent,social
[147] social,events
[147] events,barbados
[147] barbados,hope
[146] endoandpcosbb,statement

Top Word Pairs in Tweet in G9:
[152] reproductive,health
[145] medical,decisions
[145] decisions,seem
[145] seem,alluding
[145] alluding,womens
[145] womens,reproductive
[145] health,week
[145] week,data
[144] nbsaphiermd,medical
[144] data,sh

Top Word Pairs in Tweet in G10:
[87] reproductive,health
[66] sexual,reproductive
[42] health,rights
[32] climate,disasters
[32] disasters,strike
[32] strike,women
[32] women,rights
[32] rights,including
[32] including,sexual
[32] rights,don

Top Replied-To
Top Replied-To in Entire Graph:
@michael_cutcher
@many_themiles
@gregabbott_tx
@notdiogenes
@joncoopertweets
@thesafecityapp
@juliaravey
@runironlady1123
@digitalman6699
@sentedcruz

Top Replied-To in G1:
@katiepavlich

Top Replied-To in G2:
@sentedcruz
@pattymurray
@scotthansen1300
@5nonni

Top Replied-To in G3:
@notdiogenes
@naral
@ppavirginia
@replizcheney
@billmartinlxa
@brucewatson43
@xan_desanctis
@catholic4choice
@epearso1

Top Replied-To in G4:
@inkamagnaye

Top Replied-To in G7:
@hesperianappsen
@ddinitiative
@siayanetwork
@wajircountyke

Top Replied-To in G10:
@goalskii

Top Mentioned
Top Mentioned in Entire Graph:
@katiepavlich
@pattymurray
@inkamagnaye
@murraycampaign
@naral
@endoandpcosbb
@nbsaphiermd
@engenderhealth
@atrupar
@authorkimberley

Top Mentioned in G1:
@katiepavlich

Top Mentioned in G2:
@pattymurray
@acluofmichigan
@mkovach217
@bonsituk
@merriman_md
@alyssa_milano
@malcolmnance

Top Mentioned in G3:
@naral
@emilyslist
@msmagazine
@ppavirginia
@catholic4choice
@abortioncare
@sistersong_woc
@prhdocs
@yadiracaraveo
@nationalnow

Top Mentioned in G4:
@inkamagnaye
@upsystem

Top Mentioned in G5:
@jennife33223451
@danibado
@williesband
@sciencebyjae
@supernana
@tripodfertility
@primemedicalse1
@ibisrh

Top Mentioned in G6:
@murraycampaign
@pattymurray
@naral

Top Mentioned in G7:
@ddinitiative
@metakenya2018
@pai_org
@_arnold
@ritahanindo
@ketca254
@wanene_grace
@nenanabinti
@epiphmo
@roysasaka

Top Mentioned in G8:
@endoandpcosbb
@ruj_boo

Top Mentioned in G9:
@nbsaphiermd
@katiepavlich
@ajroo

Top Mentioned in G10:
@atayeshe
@unfpa
@who
@unfpamadagascar
@hrpresearch
@this_ability_ke
@unfpaken
@bodirozasasha
@unfpaph
@iyafp

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@oldlady12345
@dichristine
@edinburghwatch
@stigmabasea
@cagney1991
@solutioneer72
@kat4obama
@7b73f39b85e1415
@rjber15

Top Tweeters in G1:
@flipthescript8
@joec1776
@schwingcat
@cannoneerfour
@mefbama
@godemperorclown
@bonbee81
@mcarsonaos
@grizzlyjoeshow
@jazzymsc

Top Tweeters in G2:
@oldlady12345
@manmet80
@givemepie360
@jjj5819
@carolmaewy
@gwydion620
@kath2252
@bmangh
@lorettabower3
@pushandpulljlm

Top Tweeters in G3:
@solutioneer72
@7b73f39b85e1415
@rjber15
@lllwry
@cnbsnana
@sexygirl798
@multijo1
@darrellpmwest
@avonan
@bad_woof

Top Tweeters in G4:
@justjinu
@kenrenalo
@serrano_rene
@dianneclynne
@nightcat2609
@tzuitlog
@menti04389375
@zafdharmadown
@seoriuwu
@jdzkiel

Top Tweeters in G5:
@stigmabasea
@stigmabase
@strawberryng
@potentash
@prison_health
@hdgregg
@nakazawakei_bot
@physorg_health
@henryleerhenry
@torrhl

Top Tweeters in G6:
@willseattle
@tdzwilewski
@sharonmwinner
@jeanstarling
@tuan007
@a_standal
@thinkngmansgame
@catinouye
@banksta62
@papahaha2

Top Tweeters in G7:
@copd_research
@kasiitamark
@abukaalfred
@kizito_wisdom
@derickbusindo
@kombemartha
@alvinmwangi254
@micanyonge
@preventivebot
@ogene_ogbodo

Top Tweeters in G8:
@sha1104
@theylovethepuff
@_carluhhhh
@miss_saranie
@shuhnay_
@nomiskye
@kinasha88
@tannertz
@licklemissmitch
@dkenpachi246

Top Tweeters in G9:
@glezee81
@skis416
@rollypoly31
@rebeccajoc
@joe_in_indiana
@johnnydollar01
@mignonfeldstein
@sarahjrossiter2
@westtexaslivin
@betsysusofa1776

Top Tweeters in G10:
@nilimajumder
@nomoreslaves
@voanews
@filhoeterno12
@marianatrobosky
@maxivanke
@melbourne_7
@drchrisugwu
@who
@glblctzn


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