Reproductive health, Twitter, 6/8/2020 5:01:56 PM, 228943


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Reproductive health_2020-06-07_22-08-54.xlsx
Reproductive health_2020-06-07_22-08-54.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 08, 2020
Short Description:
Reproductive health via NodeXL https://bit.ly/2UpnxNR
@maidensblade
@imranshah___
@fabcarrion
@fahrenlism
@naral
@sistersong_woc
@nembotavy_0101
@rbraceysherman
@lucyknisley
@fuentes_liza

Top hashtags:
#coronavirus
#covid19
#medtwitter
#obgyn
#covid19ke
#srhr
#health

Description:
Description
The graph represents a network of 5,519 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 June 2020 at 05:10 UTC.

The requested start date was Monday, 08 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 17-hour, 48-minute period from Thursday, 04 June 2020 at 17:01 UTC to Sunday, 07 June 2020 at 10:49 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 : 5519
Unique Edges : 1850
Edges With Duplicates : 9003
Total Edges : 10853
Number of Edge Types : 5
Retweet : 4334
MentionsInRetweet : 4978
Tweet : 394
Replies to : 234
Mentions : 913
Self-Loops : 407
Reciprocated Vertex Pair Ratio : 0.0185828412643279
Reciprocated Edge Ratio : 0.0364876385336743
Connected Components : 491
Single-Vertex Connected Components : 177
Maximum Vertices in a Connected Component : 3528
Maximum Edges in a Connected Component : 7628
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.063158
Graph Density : 0.000192586538013824
Modularity : 0.523116
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,519 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 June 2020 at 05:10 UTC.

The requested start date was Monday, 08 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 17-hour, 48-minute period from Thursday, 04 June 2020 at 17:01 UTC to Sunday, 07 June 2020 at 10:49 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:
[14] https://www.syfy.com/syfywire/a-look-at-black-womens-reproductive-health-in-comics
[12] https://americanindependent.com/colorado-anti-abortion-ballot-question-2020-election-22-weeks-reproductive-rights/
[9] https://www.pscp.tv/w/cajiQzFxTFFHTXJ5cllkakp8MWpNSmdRUnBxa2xLTCda76rAA7mdfo-84vuXa7_08PjSRs-B1JVBiiMEdNV7
[6] https://www.decolonisingcontraception.com/manifesto
[5] http://www.a2wshopping.com/hywell
[4] https://medium.com/@mulikatanzania/the-sexual-reproductive-health-and-rights-srhr-youth-camp-d8987ffe5519?_branch_match_id=link-798083635617817543
[4] https://msmagazine.com/2020/05/26/another-egregious-attack-on-reproductive-health-by-trump-administration/
[3] https://twitter.com/jk_rowling/status/1269382518362509313
[3] https://newsghana.com.gh/arhr-organizes-workshop-on-reproductive-health/?utm_source=dlvr.it&utm_medium=twitter
[3] https://newsghana.com.gh/stakeholders-schooled-on-adolescent-reproductive-health/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[1] https://threadreaderapp.com/thread/1269472019193769988.html
[1] https://twitter.com/billlindeke/status/1268923533041848322

Top URLs in Tweet in G2:
[1] https://twitter.com/kkmputrajaya/status/1269046397367541760

Top URLs in Tweet in G3:
[1] https://www.aclu.org/issues/reproductive-freedom/religion-and-reproductive-rights/health-care-denied

Top URLs in Tweet in G4:
[1] https://twitter.com/ACLU/status/1268658547681878016
[1] https://www.motherjones.com/politics/2020/06/american-association-pro-life-obstetricians-gynecologists-aaplog-anti-abortion-doctors-june-medical-supreme-court-decision/
[1] https://calmatters.org/commentary/pregnant-women-in-prisons-and-jails-should-be-guaranteed-a-minimum-standard-of-care/

Top URLs in Tweet in G5:
[3] https://unjoblist.org/vacancy/?406545
[2] https://realnewsmagazine.net/health/ferring-and-igenomix-collaborate-to-advance-care-in-reproductive-medicine-maternal-health/
[2] https://us02web.zoom.us/meeting/register/tZ0lduyurz4rHdXDUcgGWHeO3y8fTpz2_Xht
[2] https://in.pairsonnalites.org/2020/06/anguish-as-women-unable-to-afford.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.rheumatology.org/Portals/0/Files/Reproductive-Health-Guideline-Early-View-2020.pdf
[2] https://twitter.com/jk_rowling/status/1269382518362509313
[1] https://www.gofundme.com/f/kyrff?utm_source=twitter&utm_medium=social&utm_campaign=m_pd+share-sheet
[1] https://www.frontiersin.org/articles/10.3389/fendo.2020.00301/full?utm_source=S-TWT&utm_medium=SNET&utm_campaign=ECO_FENDO_XXXXXXXX_auto-dlvrit
[1] https://worldcrunch.com/coronavirus/in-tunisia-women39s-healthcare-is-collateral-damage-of-covid-19
[1] https://www.cdc.gov/teenpregnancy/index.htm

Top URLs in Tweet in G6:
[4] https://msmagazine.com/2020/05/26/another-egregious-attack-on-reproductive-health-by-trump-administration/
[2] https://news.trust.org/item/20200604123715-gtrcl/
[1] https://www.figo.org/What-we-do/health-all
[1] https://news.un.org/en/story/2020/05/1065122
[1] https://www.youtube.com/watch?v=vUEwdJKRwUs&feature=youtu.be

[1] https://africanwomenincinema.blogspot.com/2020/06/african-women-in-time-of-covid-19-short.html
[1] https://africanwomenincinema.blogspot.com/2019/10/ndiva-womens-film-festival-2019_15.html
[1] http://africanwomenincinema.blogspot.com/2016/11/habiba-aun-film-byde-sena-calmine.html
[1] https://africanwomenincinema.blogspot.com/2011/08/mariem-mint-beyrouk-mauritanian-women.html
[1] https://twitter.com/selinaaj/status/1269004252061601793

Top URLs in Tweet in G7:
[9] https://www.pscp.tv/w/cajiQzFxTFFHTXJ5cllkakp8MWpNSmdRUnBxa2xLTCda76rAA7mdfo-84vuXa7_08PjSRs-B1JVBiiMEdNV7
[3] https://www.pscp.tv/w/cajpizFxTFFHTXJ5cllkakp8MXlvSk1hUEFYRVhKUXZJh1pxCTgwB_E2Ngfw2ovU7NcYQKCwT5TjqpwiHIO7
[3] https://us02web.zoom.us/webinar/register/WN_F4KLRTBaR6ibjTOXG9-Nyw
[2] https://www.forbesafrica.com/opinion/2020/04/29/why-reproductive-rights-must-be-a-critical-part-of-our-arsenal-to-fight-pandemics/
[2] https://www.capitalfm.co.ke/news/2020/06/covid-19-mitigation-measures-in-kenya-a-baby-boom-with-poor-pregnancy-and-reproductive-health-outcomes/
[1] http://spotlightinitiative.org/news/liberia-reproductive-health-kits-save-lives-shadow-covid-19
[1] https://twitter.com/UNFPAKen/status/1262741159064956934
[1] http://simonkigondu.blogspot.com/2020/06/effects-of-covid19-on-reproductive.html
[1] https://twitter.com/KombeMartha/status/1268890991387426816
[1] https://twitter.com/CorazonAmukhale/status/1268967454706991104

Top URLs in Tweet in G8:
[2] https://www.judicialwatch.org/corruption-chronicles/uns-u-s-funded-global-covid-19-response-promotes-abortion-sexual-health-services/?utm_source=twitter&utm_medium=social&utm_campaign=corruption_chronicles
[1] https://www.upi.com/Top_News/US/2020/05/18/USAID-accuses-UN-of-using-pandemic-to-promote-abortion/1721589853140/

Top URLs in Tweet in G9:
[1] https://thenib.com/pregnancy-and-race/

Top Domains
Top Domains in Tweet in Entire Graph:
[82] twitter.com
[14] syfy.com
[13] americanindependent.com
[12] pscp.tv
[10] zoom.us
[9] medium.com
[6] com.gh
[6] decolonisingcontraception.com
[5] blogspot.com
[5] msmagazine.com

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

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

Top Domains in Tweet in G3:
[1] aclu.org

Top Domains in Tweet in G4:
[1] twitter.com
[1] motherjones.com
[1] calmatters.org

Top Domains in Tweet in G5:
[24] twitter.com
[3] unjoblist.org
[2] gofundme.com
[2] realnewsmagazine.net
[2] zoom.us
[2] pairsonnalites.org
[2] rheumatology.org
[2] gov.uk
[2] careerarc.com
[2] emjreviews.com

Top Domains in Tweet in G6:
[6] twitter.com
[5] msmagazine.com
[4] blogspot.com
[2] trust.org
[2] com.fj
[1] figo.org
[1] un.org
[1] youtube.com
[1] cgtn.com
[1] newsecuritybeat.org

Top Domains in Tweet in G7:
[12] pscp.tv
[4] twitter.com
[3] zoom.us
[2] forbesafrica.com
[2] co.ke
[1] spotlightinitiative.org
[1] blogspot.com

Top Domains in Tweet in G8:
[2] judicialwatch.org
[1] upi.com

Top Domains in Tweet in G9:
[1] thenib.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[128] coronavirus
[102] covid19
[60] medtwitter
[58] obgyn
[23] covid19ke
[18] srhr
[17] health
[17] yemen
[16] reprohealthandcovid19
[14] rj4blacklives



Top Hashtags in Tweet in G4:
[1] eyesonkingscounty
[1] ab732

Top Hashtags in Tweet in G5:
[7] womenshealth
[5] reproductivehealth
[4] covid19
[4] health
[4] maternalmortality
[3] unfpa
[3] jobs
[3] webinar
[2] endocrinology
[2] cuomobriefing

Top Hashtags in Tweet in G6:
[14] yemen
[8] srh
[7] srhr
[6] sdg3
[5] healthforall
[5] covid19
[4] belgium
[2] shr
[2] covid
[2] womenshealth

Top Hashtags in Tweet in G7:
[32] covid19
[23] covid19ke
[16] reprohealthandcovid19
[7] 2bongethursday
[3] menstruationmatterske
[2] nenanabinti
[2] leavingnoadolescentbehind
[2] inclusive
[1] withher
[1] leavenoonebehind

Top Hashtags in Tweet in G8:
[121] coronavirus
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[940] maidensblade
[935] health
[933] reproductive
[932] menstrual
[931] degendering
[931] uterine
[931] aren
[931] minor
[931] issues
[931] formality

Top Words in Tweet in G2:
[842] health
[841] replies
[841] thinking
[841] weird
[841] kkm
[841] literally
[841] agency
[841] responsible
[841] system
[841] talk

Top Words in Tweet in G3:
[612] threat
[611] health
[610] white
[610] supremacy
[610] public
[610] work
[610] dismantle
[610] structures
[610] oppression
[610] prevent

Top Words in Tweet in G4:
[273] many
[267] reproductive
[264] use
[263] tear
[263] gas
[263] injustice
[263] cause
[263] miscarriage
[263] brutal
[263] impacts

Top Words in Tweet in G5:
[215] health
[189] reproductive
[67] women
[50] sexual
[37] care
[28] rights
[27] people
[21] sex
[19] access
[19] more

Top Words in Tweet in G6:
[183] health
[137] reproductive
[73] services
[53] sexual
[48] care
[45] women
[45] 140
[45] 180
[45] facilities
[44] suspended

Top Words in Tweet in G7:
[185] health
[159] reproductive
[66] rhnkorg
[58] covid
[53] webinar
[52] services
[50] 19
[45] impact
[44] sidchat1
[42] moh_kenya

Top Words in Tweet in G8:
[121] always
[121] seizing
[121] opportunities
[121] advance
[121] leftist
[121] agenda
[121] capitalizing
[121] #coronavirus
[121] promote
[121] sexual

Top Words in Tweet in G9:
[232] book
[117] reproductive
[117] health
[117] childbirth
[116] kid
[116] gloves
[116] eisner
[116] nearly
[116] died
[115] lucyknisley

Top Words in Tweet in G10:
[149] billion
[76] people
[75] world
[75] really
[75] great
[74] deepstateexpose
[74] retweet
[74] today
[74] headed
[4] 10

Top Word Pairs
Top Word Pairs in Tweet in G2:
[933] replies,thinking
[931] thinking,weird
[931] weird,kkm
[931] kkm,literally
[931] literally,agency
[931] agency,responsible
[931] responsible,health
[931] health,system
[931] system,talk
[930] imranshah___,replies

Top Word Pairs in Tweet in G3:
[841] white,supremacy
[841] supremacy,threat
[841] threat,public
[841] public,health
[841] health,work
[841] work,dismantle
[841] dismantle,structures
[841] structures,oppression
[841] oppression,prevent
[840] naral,white

Top Word Pairs in Tweet in G4:
[610] use,tear
[610] tear,gas
[610] gas,reproductive
[610] reproductive,injustice
[610] injustice,cause
[610] cause,miscarriage
[610] miscarriage,many
[610] many,brutal
[610] brutal,impacts
[609] rbraceysherman,use

Top Word Pairs in Tweet in G5:
[263] reproductive,health
[263] sexual,reproductive
[263] health,care
[263] health,rights
[263] health,reproductive
[263] covid,19
[263] sexual,health
[263] care,reproductive
[263] health,services
[262] reproductive,rights

Top Word Pairs in Tweet in G6:
[137] reproductive,health
[33] 140,180
[26] 180,health
[13] health,facilities
[12] suspended,140
[11] sexual,reproductive
[8] health,care
[7] care,services
[7] due,lack
[7] lack,funding

Top Word Pairs in Tweet in G7:
[108] reproductive,health
[45] covid,19
[45] sexual,reproductive
[45] health,services
[44] health,care
[43] called,drpatrickamoth
[40] drpatrickamoth,dg
[33] dg,moh_kenya
[33] moh_kenya,leading
[33] leading,#covid19ke

Top Word Pairs in Tweet in G8:
[149] always,seizing
[50] seizing,opportunities
[37] opportunities,advance
[29] advance,leftist
[27] leftist,agenda
[23] agenda,capitalizing
[23] capitalizing,#coronavirus
[23] #coronavirus,promote
[23] promote,sexual
[23] judicialwatch,always

Top Word Pairs in Tweet in G9:
[121] reproductive,health
[121] book,kid
[121] kid,gloves
[121] gloves,eisner
[121] eisner,book
[121] book,reproductive
[121] health,nearly
[121] nearly,died
[121] died,childbirth
[119] lucyknisley,book

Top Word Pairs in Tweet in G10:
[117] really,great
[116] retweet,world
[116] world,today
[116] today,billion
[116] billion,people
[116] people,headed
[116] headed,billion
[116] billion,really
[116] deepstateexpose,retweet
[115] great,job

Top Replied-To
Top Replied-To in Entire Graph:
@_nicjohnson21
@jaysekulow
@sarahasantiago
@jk_rowling
@morucho99
@nbstv
@zamara_fdn
@patientkw
@jolyonmaugham
@lairalyon

Top Replied-To in G1:
@zigg

Top Replied-To in G4:
@goodman_law

Top Replied-To in G5:

Top Replied-To in G6:
@wef
@mediagirldc

Top Replied-To in G7:
@zamara_fdn
@nellymunyasia
@filmstvandlife
@corazonamukhale
@rhnkorg
@msake_kenya
@moh_kenya
@madaci_ke
@yourauntyjane

Top Replied-To in G10:
@deepstateexpose

Top Mentioned
Top Mentioned in Entire Graph:
@maidensblade
@imranshah___
@naral
@rbraceysherman
@judicialwatch
@lucyknisley
@deepstateexpose
@rhnkorg
@teddybird
@gmanews

Top Mentioned in G1:
@maidensblade
@aledger

Top Mentioned in G2:
@imranshah___
@maidensblade

Top Mentioned in G3:
@naral
@letat_lechat

Top Mentioned in G4:
@rbraceysherman
@mclemoremr
@naral

Top Mentioned in G5:
@honeywest25
@lychee___pie
@blackbirdindigo
@pairsonnalitesa

Top Mentioned in G6:
@un
@unfpa
@filia_charity
@unfpa_yemen
@icelanddevcoop
@keldahelenroys
@msmagazine
@nigina_muntean
@anukumaripas
@ipasorg

Top Mentioned in G7:
@rhnkorg
@sidchat1
@moh_kenya
@nenanabinti
@who
@daktarionline
@msake_kenya
@drpatrickamoth
@ritahanindo
@simonkigondu

Top Mentioned in G8:
@judicialwatch
@jbarsausaid
@franklin_graham

Top Mentioned in G9:
@lucyknisley
@whittaylorcomix
@maidensblade

Top Mentioned in G10:
@deepstateexpose

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@pairsonnalitesu
@pairsonnalitesa
@threadreaderapp
@rjber15
@miltonespinozaf
@prpnews
@life_sciences_
@law1gloria
@nuraz_wawa

Top Tweeters in G1:
@threadreaderapp
@elknight20
@wally_wests
@troublesomegabe
@sapphixy
@emccoy_writer
@joanbushur
@fangirljeanne
@jjdebenedictis
@trexpushups

Top Tweeters in G2:
@nuraz_wawa
@farumuru
@nanaazmi5
@hafizatulnasuha
@itsafifyalll
@nursyahidahrzzz
@sakinah_yahya
@symmirilhm
@balquiche
@amirulhaziqqq

Top Tweeters in G3:
@rjber15
@lacunalingua
@pamcurtis4210
@cnbsnana
@rebellegrrl
@aclaysuper
@knight201701
@marykeithbare1
@glangendorf01
@letat_lechat

Top Tweeters in G4:
@igallupd
@cathleenkucz
@on_bender
@dunnclan
@myecoll
@jimmya_shook1s
@juliesbooks
@maryfabulous3
@fluffscruffjrs
@debbie56111656

Top Tweeters in G5:
@pairsonnalitesu
@pairsonnalitesa
@prpnews
@standardkenya
@peachgillies
@msnsouthafrica
@lindahemby
@nakazawakei_bot
@jrd117
@unjoblist

Top Tweeters in G6:
@nembotavy_0101
@spudlovr
@_foreignservice
@middleeastmnt
@korieunfpa
@wef
@biobaby19
@jamalbadr
@laurenrajczak
@zino54

Top Tweeters in G7:
@bprophetable
@danielmaithyake
@am_dagi
@sbsnews
@itsjacksonke
@ciryan_nelson
@samempire
@malingair
@_itsshark
@samuelmainake

Top Tweeters in G8:
@miltonespinozaf
@law1gloria
@carolynyadayada
@frlarousse2
@boriquagoddess
@4djt2016
@mariame42546452
@ascending2him
@dwlove9
@monicakuepfer

Top Tweeters in G9:
@lonegamer78
@prinxemu
@notingshaw
@gerbatbatrav
@danielsolis
@eve_nutshell
@thebethbarnett
@lockettdown
@turner_tasha
@k5create

Top Tweeters in G10:
@bfrasier1951
@euridiceguerra
@blancas_ivan
@ymchoi2
@cherub973
@coll61490833
@ellendeplorable
@africadesk1
@aalivesmatter
@naninha3108


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