Reproductive health, Twitter, 1/31/2022 5:46:33 AM, 270991


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Reproductive health_2022-01-30_20-57-00.xlsx
Reproductive health_2022-01-30_20-57-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 31, 2022
Short Description:
Reproductive health via NodeXL https://bit.ly/3rchNb0
@annaforflorida
@catherinejclark
@theleftyleftie
@timryan
@naral
@areck0001
@ncjw
@potus
@otienoelizabe10
@charliecrist

Top hashtags:
#reproshabbat
#globalgagrule
#roevwade
#hiskoolkiromo
#ovulation
#obgyntwitter

Description:
Description
The graph represents a network of 7,707 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, 31 January 2022 at 05:05 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 2-day, 12-hour, 13-minute period from Wednesday, 26 January 2022 at 16:44 UTC to Saturday, 29 January 2022 at 04:58 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 : 7707
Unique Edges : 2203
Edges With Duplicates : 13287
Total Edges : 15490
Number of Edge Types : 5
Retweet : 6497
MentionsInRetweet : 7279
Tweet : 681
Mentions : 811
Replies to : 222
Self-Loops : 698
Reciprocated Vertex Pair Ratio : 0.0114756143195709
Reciprocated Edge Ratio : 0.0226908373412258
Connected Components : 730
Single-Vertex Connected Components : 283
Maximum Vertices in a Connected Component : 4439
Maximum Edges in a Connected Component : 9912
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.780825
Graph Density : 0.000136537811275144
Modularity : 0.505608
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,707 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, 31 January 2022 at 05:05 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 2-day, 12-hour, 13-minute period from Wednesday, 26 January 2022 at 16:44 UTC to Saturday, 29 January 2022 at 04:58 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:
[58] https://biozhena.files.wordpress.com/2020/01/tweetroducing-biozhena-in-8-slides-e19e2on011820.pps
[51] https://biozhena.files.wordpress.com/2019/09/transforming-female-reproductive-health-management-918-1-ed-919-blue11slides-w.yellowref.to20sl.ppsx
[40] https://biozhena.files.wordpress.com/2019/09/biozhena-technology-overview-for-people-who-know-womens-health-eee.pdf
[39] https://biozhena.files.wordpress.com/2018/10/full-value-scenario-overall-summary-public-3.docx
[38] https://biozhena.files.wordpress.com/2021/05/comparison-minimum-viable-scenario-mvs-and-full-value-scenario-fvs.pps
[33] https://biozhena.files.wordpress.com/2014/10/ovulona-quick-intro-4-slides1.pps
[20] https://www.news24.com/
[19] 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
[16] https://biozhena.files.wordpress.com/2022/01/single-slide-narrated-best-wealth-of-info-in-menstrual-cycle-profile-signature-elinkchibene-header-ed.pdf
[16] https://www.news24.com/news24/southafrica/news/just-in-cge-retracts-statement-on-the-effects-of-covid-19-vaccine-on-womens-reproductive-health-20220127

Top URLs in Tweet in G1:
[1] https://www.sheknows.com/health-and-wellness/articles/2530811/senator-gary-peters-abortion-story-roe-v-wade/
[1] https://www.politicususa.com/2022/01/26/thanks-to-mitch-mcconnell-republicans-cant-stop-bidens-scotus-nominee.html

Top URLs in Tweet in G2:
[1] https://twitter.com/AnnaForFlorida/status/1487149368683769859
[1] https://twitter.com/AnnaForFlorida/status/1486887136880119813
[1] https://prismreports.org/2022/01/20/cities-across-the-country-are-giving-employees-paid-leave-after-abortions/
[1] https://twitter.com/carlosgsmith/status/1486903551582523393

Top URLs in Tweet in G4:
[10] https://www.sheknows.com/health-and-wellness/articles/2530811/senator-gary-peters-abortion-story-roe-v-wade/
[5] https://www.news24.com/
[5] https://www.news24.com/news24/southafrica/news/just-in-cge-retracts-statement-on-the-effects-of-covid-19-vaccine-on-womens-reproductive-health-20220127
[5] https://www.news24.com/news24/SouthAfrica/News/just-in-cge-retracts-statement-on-the-effects-of-covid-19-vaccine-on-womens-reproductive-health-20220127
[4] https://americanindependent.com/president-joe-biden-administration-reproductive-health-title-x-gag-rule-contraception-aca/
[4] https://www.bbc.co.uk/news/health-60139091
[3] https://twitter.com/heartlandsignal/status/1486376470859628558
[2] https://besthinditech.com/cge-retracts-statement-on-the-effects-of-covid-19-vaccine-on-womens-reproductive-health-news24/
[2] https://wildfiretoday.com/2022/01/27/growing-body-of-research-points-to-reproductive-health-problems-for-female-firefighters/
[2] https://www.hindustantimes.com/ht-insight/public-health/an-artificial-intelligence-chatbot-for-young-people-s-sexual-and-reproductive-he-101643357085541.html

Top URLs in Tweet in G5:
[1] https://twitter.com/glowinputaaa/status/1486255611906265094

Top URLs in Tweet in G6:
[12] https://www.rabbisforrepro.com/shabbat
[6] https://rabbisforrepro.org/shabbat
[2] https://www.73forward.org/reproshabbat
[2] https://givebutter.com/21for2021
[1] https://www.jta.org/2022/01/26/opinion/jewish-women-are-leaders-on-abortion-rights-but-they-cant-do-it-alone
[1] https://www.yu.edu/wurzweiler/continuing-ed
[1] https://jwa.org/encyclopedia/article/health-activism-american-feminist
[1] https://rabbisforrepro.org/shabbat/
[1] https://ppaf.zoom.us/meeting/register/tJUqf-utqjgvGd0dGF_UvCB2HxfiGzAI7hPv
[1] https://www.jta.org/2021/09/03/opinion/my-abortion-was-a-blessing-as-a-rabbi-i-will-fight-for-others-to-be-able-to-make-their-own-sacred-choice?utm_campaign=sprout&utm_medium=jtasocial&utm_source=twitter

Top URLs in Tweet in G8:
[1] https://rewirenewsgroup.com/article/2021/12/03/not-just-abortion-how-criminalization-of-pregnancy-also-impacts-miscarriage-care/?utm_campaign=rng-archives&utm_medium=thread&utm_source=twitter-rng
[1] https://www.help.senate.gov/imo/media/doc/1.25.2022%20-%20Facebook%20letter%20-%20Final.pdf
[1] https://twitter.com/WomensLawProj/status/1485981984434368518
[1] https://twitter.com/WifeofPublius/status/1485257809415520260

Top URLs in Tweet in G10:
[1] https://twitter.com/CSA_Kenya/status/1485610001758572549
[1] https://twitter.com/MitchelleO/status/1487040309859135488
[1] https://twitter.com/RHRNKenya/status/1486695848851513347
[1] https://www.youtube.com/watch?v=Ya-f1dm3mlg&feature=youtu.be

[1] https://www.youtube.com/watch?v=zuP2Yh-7aTc&feature=youtu.be

[1] https://www.newtimes.co.rw/news/eac-reproductive-health-bill-faces-resistance-over-abortion-clauses
[1] https://nayakenya.org/2021/06/28/e-book-launch-raising-our-voices/
[1] https://www.kbc.co.ke/10-reasons-why-eac-sexual-reproductive-health-bill-should-be-passed/
[1] https://ghettoradio.co.ke/comprehensive-sexuality-education-is-vital-to-all/
[1] https://www.kenyaforum.net/latest-articles/the-east-african-community-srh-bill-and-why-it-should-be-passed/

Top Domains
Top Domains in Tweet in Entire Graph:
[296] wordpress.com
[104] twitter.com
[45] news24.com
[16] co.uk
[16] thegrowthop.com
[14] americanindependent.com
[14] grist.org
[13] sheknows.com
[12] rabbisforrepro.com
[9] everyaction.com

Top Domains in Tweet in G1:
[1] sheknows.com
[1] politicususa.com

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

Top Domains in Tweet in G4:
[31] twitter.com
[16] news24.com
[12] co.uk
[10] sheknows.com
[7] saltwire.com
[5] americanindependent.com
[4] co.za
[4] google.com
[3] theguardian.com
[3] msn.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[12] rabbisforrepro.com
[7] rabbisforrepro.org
[2] jta.org
[2] 73forward.org
[2] givebutter.com
[2] twitter.com
[1] yu.edu
[1] jwa.org
[1] zoom.us
[1] movingtraditions.org

Top Domains in Tweet in G8:
[2] twitter.com
[1] rewirenewsgroup.com
[1] senate.gov

Top Domains in Tweet in G10:
[5] co.ke
[4] twitter.com
[2] youtube.com
[2] kenyaforum.net
[1] co.rw
[1] nayakenya.org
[1] wordpress.com
[1] kenyainsights.com
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[151] reproshabbat
[96] globalgagrule
[93] roevwade
[44] hiskoolkiromo
[42] ovulation
[41] obgyntwitter
[40] ehealth
[40] tryingtoconceive
[39] impinv
[35] sdg5



Top Hashtags in Tweet in G1:
[1] smartnews

Top Hashtags in Tweet in G2:
[1] codifyroe
[1] roevwade

Top Hashtags in Tweet in G3:
[1] bettertogether

Top Hashtags in Tweet in G4:
[7] reproductivehealth
[7] health
[7] smartnews
[4] lindamama
[3] womenshealth
[3] covid19
[2] cervicalcancer
[2] cervicalcancerawarenessmonth
[2] endometriosis
[2] pregnancy

Top Hashtags in Tweet in G5:
[1] awamsays

Top Hashtags in Tweet in G6:
[150] reproshabbat
[26] passwhpa
[13] globalgagrule
[5] 73forward
[4] roe
[2] jews4abortionaccess
[1] endglobalgag

Top Hashtags in Tweet in G8:
[77] roevwade
[4] sb152
[2] hb5
[2] sb146
[1] globalgagrule
[1] stophb5
[1] florida

Top Hashtags in Tweet in G9:
[2] roevwade
[1] passwhpa

Top Hashtags in Tweet in G10:
[19] eastafricansrhbill
[13] my2022resolution
[8] desip
[5] endteenpregnancies
[4] sexualityeducationke
[3] eastafricapamoja4srhr
[3] eacsrhrbillbill
[2] forceddisplacement
[2] disabilities
[2] disability

Top Words
Top Words in Tweet in Entire Graph:
[4391] health
[3349] reproductive
[2104] abortion
[1707] people
[1551] anti
[1527] today
[1468] vaccine
[1456] center
[1437] fort
[1437] myers

Top Words in Tweet in G1:
[1406] find
[1406] curious
[1406] certain
[1406] politicians
[1406] unwilling
[1406] stand
[1406] vaccine
[1406] mandates
[1406] believe
[1406] people

Top Words in Tweet in G2:
[1331] health
[1328] planned
[1328] parenthood
[1326] today
[1326] abortion
[1324] center
[1324] anti
[1324] extremists
[1322] fort
[1322] myers

Top Words in Tweet in G3:
[665] reproductive
[664] amerix
[664] raise
[664] fat
[664] children
[664] especially
[664] boys
[664] failing
[664] damaging
[664] hormonal

Top Words in Tweet in G4:
[287] reproductive
[284] health
[80] women
[44] rights
[43] sexual
[38] care
[35] covid
[31] abortion
[29] 19
[27] effects

Top Words in Tweet in G5:
[220] health
[213] professionalism
[213] pharmacists
[213] advocates
[213] patient
[213] shouldn
[213] worsen
[213] stigma
[213] buying
[213] morning

Top Words in Tweet in G6:
[252] reproductive
[174] ncjw
[150] #reproshabbat
[111] health
[109] freedom
[106] rights
[82] jewish
[79] more
[72] value
[70] naral

Top Words in Tweet in G7:
[167] reproductive
[167] health
[166] nobody
[166] opposes
[166] care
[165] oppose
[165] abortion
[165] kills
[165] babies
[162] lifenewshq

Top Words in Tweet in G8:
[112] pattymurray
[111] abortion
[98] anti
[77] #roevwade
[74] health
[73] threat
[73] laws
[73] states
[73] country
[73] texas

Top Words in Tweet in G9:
[319] rights
[175] health
[159] cases
[159] decided
[159] supreme
[159] court
[159] shape
[159] aspect
[159] life
[159] workers

Top Words in Tweet in G10:
[106] health
[101] reproductive
[75] sexual
[32] rights
[24] young
[24] alvinmwangi254
[23] gender
[22] works
[22] people
[19] #eastafricansrhbill

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1797] reproductive,health
[1521] anti,abortion
[1445] health,center
[1437] fort,myers
[1430] planned,parenthood
[1415] believe,people
[1414] vaccine,mandates
[1413] find,curious
[1413] curious,certain
[1413] certain,politicians

Top Word Pairs in Tweet in G1:
[1406] find,curious
[1406] curious,certain
[1406] certain,politicians
[1406] politicians,unwilling
[1406] unwilling,stand
[1406] stand,vaccine
[1406] vaccine,mandates
[1406] mandates,believe
[1406] believe,people
[1405] catherinejclark,find

Top Word Pairs in Tweet in G2:
[1328] planned,parenthood
[1324] parenthood,health
[1324] health,center
[1324] anti,abortion
[1324] abortion,extremists
[1322] today,planned
[1322] center,fort
[1322] fort,myers
[1322] myers,attacked
[1322] attacked,anti

Top Word Pairs in Tweet in G3:
[664] raise,fat
[664] fat,children
[664] children,especially
[664] especially,boys
[664] boys,failing
[664] failing,damaging
[664] damaging,hormonal
[664] hormonal,metabolic
[664] metabolic,reproductive
[663] amerix,raise

Top Word Pairs in Tweet in G4:
[217] reproductive,health
[36] sexual,reproductive
[28] covid,19
[25] health,care
[21] reproductive,rights
[21] effects,covid
[20] women's,reproductive
[19] women,reproductive
[18] retracts,statement
[18] statement,effects

Top Word Pairs in Tweet in G5:
[213] professionalism,pharmacists
[213] pharmacists,advocates
[213] advocates,patient
[213] patient,health
[213] health,shouldn
[213] shouldn,worsen
[213] worsen,stigma
[213] stigma,buying
[213] buying,morning
[212] awammalaysia,professionalism

Top Word Pairs in Tweet in G6:
[108] reproductive,freedom
[106] ncjw,#reproshabbat
[72] reproductive,rights
[71] jewish,value
[68] freedom,jewish
[59] protect,reproductive
[58] one,more
[57] reproductive,health
[56] join,attending
[56] attending,one

Top Word Pairs in Tweet in G7:
[167] reproductive,health
[166] nobody,opposes
[166] opposes,reproductive
[166] health,care
[165] care,oppose
[165] oppose,abortion
[165] abortion,kills
[165] kills,babies
[161] lifenewshq,nobody
[3] lifenewstoo,nobody

Top Word Pairs in Tweet in G8:
[98] anti,abortion
[73] threat,#roevwade
[73] #roevwade,anti
[73] abortion,laws
[73] laws,states
[73] states,country
[73] country,texas
[73] texas,already
[73] already,preventing
[72] pattymurray,threat

Top Word Pairs in Tweet in G9:
[159] cases,decided
[159] decided,supreme
[159] supreme,court
[159] court,shape
[159] shape,aspect
[159] aspect,life
[159] life,workers
[159] workers,rights
[159] rights,voting
[159] voting,rights

Top Word Pairs in Tweet in G10:
[99] reproductive,health
[58] sexual,reproductive
[29] health,rights
[18] young,people
[14] hi,meet
[14] meet,blessingsdigha
[14] blessingsdigha,black
[14] black,feminist
[14] feminist,works
[14] works,sexual

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@catherinejclark
@annaforflorida
@amerix
@awammalaysia
@ncjw
@timryan
@lifenewshq
@pattymurray
@charliecrist
@jessep4congress

Top Mentioned in G1:
@catherinejclark

Top Mentioned in G2:
@annaforflorida
@fappa
@whiskeyemme
@cynthiaharless1
@carlosgsmith
@ppact
@catherinejclark

Top Mentioned in G3:
@amerix

Top Mentioned in G4:
@wifeyuniversity
@consult_madison
@dswasthya
@the_womensphere
@braincures

Top Mentioned in G5:
@awammalaysia
@kalossharon
@kayniskay

Top Mentioned in G6:
@ncjw
@naral
@therac
@womensmarch
@reformjudaism
@urjorg
@ikar_la
@sixrepro
@jwaonline
@ncjwstl

Top Mentioned in G7:
@lifenewshq
@lifenewstoo
@cawthornfornc

Top Mentioned in G8:
@pattymurray
@rewirenewsgroup
@meta
@carlosgsmith
@ppswcf
@annaforflorida
@jennifermcaputo
@sengillibrand
@ppadvocatespa
@maziehirono

Top Mentioned in G9:
@timryan
@annaforflorida
@pattymurray
@naral

Top Mentioned in G10:
@alvinmwangi254
@blessingsdigha
@ajii1201
@mitchelleo
@woman_kind
@ga4tj
@taxjusticeafric
@awuor_jemo
@ywli_info
@csa_kenya

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@chidambara09
@afropages
@chris_1791
@world_news_eng
@andyvermaut
@monicasloves
@mobiquotes
@7b73f39b85e1415
@rjber15

Top Tweeters in G1:
@chuddles11
@joannecangal
@johangreg
@karlacamilalove
@ksp_libs
@meeksvs
@betseybess
@debeauxos1
@janiecestaton
@suepeac

Top Tweeters in G2:
@phillip92321
@bunrxm
@mharvey816
@givemepie360
@kak089
@awelab1956
@vedehimajumdar
@ubathediplomat
@billieo2
@roripierpont1

Top Tweeters in G3:
@mastatunechi
@hizself
@theeddie24ful
@eplnewssoccer
@omuzibuwaalu
@iamjoseh_
@teamtaiwan
@igbo_star
@antogachau
@ogetoalex

Top Tweeters in G4:
@afropages
@andyvermaut
@mobiquotes
@stigmabasen
@stigmabase
@sabreakingnews
@hindustantimes
@litlgrey
@danwibg
@prison_health

Top Tweeters in G5:
@luqmannyamiin
@atiqahrhm
@nabilhussein
@unnoticebleme
@anatiamir
@pkckam
@ambrosebucks
@risingsweet
@thenissahas
@qecinaj

Top Tweeters in G6:
@rjber15
@_silversmith
@darrellpmwest
@pauldramone
@chibiufo
@laura78703
@persistentpengn
@dunnclan
@januaryhandl
@pgmckim

Top Tweeters in G7:
@chris_1791
@docwashburn
@maegan_laporte
@catholiclisa
@ktyrky1
@reneemccone
@mariancantwellf
@jwhite0316
@davethedeplorab
@leepunzel

Top Tweeters in G8:
@rebellegrrl
@trumpwatchnews
@bbkenn92
@all100senators
@stlhd100
@overunderclover
@pecunium
@longfellowjean
@heysyd
@bradparker_

Top Tweeters in G9:
@monicasloves
@iamforeverblue2
@avonan
@thomasjankow
@marykeithbare1
@nakesha_horsey
@cathyjoegpt
@eilonwy24
@ewindham3
@upchuck66

Top Tweeters in G10:
@citizentvkenya
@still_maryam
@flowwriter360
@blessingsdigha
@resistinfla
@dee_lexie
@abukaalfred
@pinkrubbiez
@ktnnewske
@thesanasi


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