Reproductive health, Twitter, 6/1/2020 3:44:05 PM, 228626


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Reproductive health_2020-05-31_22-08-54.xlsx
Reproductive health_2020-05-31_22-08-54.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 01, 2020
Short Description:
Reproductive health via NodeXL https://bit.ly/2BnkSh7
@wgnrr
@benjamin_nunoo2
@drzobo
@hesperian
@nembotavy_0101
@korieunfpa
@madjiteyx
@mariestopes_gh
@stephietuts
@toyinsaraki

Top hashtags:
#covid19
#coronavirus
#srhrisessential
#5/28/2020 12:00:00 AM

Description:
Description
The graph represents a network of 5,031 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, 01 June 2020 at 05:10 UTC.

The requested start date was Monday, 01 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 3-day, 1-hour, 8-minute period from Thursday, 28 May 2020 at 09:29 UTC to Sunday, 31 May 2020 at 10:38 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 : 5031
Unique Edges : 3522
Edges With Duplicates : 8934
Total Edges : 12456
Number of Edge Types : 5
Retweet : 3872
MentionsInRetweet : 6020
Mentions : 1541
Replies to : 265
Tweet : 758
Self-Loops : 790
Reciprocated Vertex Pair Ratio : 0.040673420738975
Reciprocated Edge Ratio : 0.078167501789549
Connected Components : 613
Single-Vertex Connected Components : 232
Maximum Vertices in a Connected Component : 2800
Maximum Edges in a Connected Component : 8773
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.49251
Graph Density : 0.000276022260395093
Modularity : 0.527191
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,031 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, 01 June 2020 at 05:10 UTC.

The requested start date was Monday, 01 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 3-day, 1-hour, 8-minute period from Thursday, 28 May 2020 at 09:29 UTC to Sunday, 31 May 2020 at 10:38 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:
[30] https://www.findaphd.com/phds/project/dietary-sugars-sweeteners-during-pregnancy-and-their-impact-on-long-term-metabolic-and-reproductive-health/?p121696
[9] https://msmagazine.com/2020/05/26/another-egregious-attack-on-reproductive-health-by-trump-administration/
[7] https://c-fam.org/friday_fax/un-expert-group-sexual-and-reproductive-health-services-includes-safe-legal-abortion/
[7] http://www.srhm.org/covid-19-what-implications-for-sexual-and-reproductive-health-and-rights/
[7] https://twitter.com/WGNRR/status/1265976111760052226
[6] https://countdown2030europe.org/index.php/resources/becauseshecounts-2020-campaign-sexual-and-reproductive-health-and-rights-development-aid
[6] https://www.reprosfightback.com/episodes-blog/covid-19-could-be-devastating-to-reproductive-health-in-low-and-middle-income-countries
[6] https://rewire.news/article/2020/05/20/congress-can-knock-down-reproductive-health-care-barriers-for-immigrants-heres-how/
[6] https://medivizor.com/blog/SampleLibrary/infertility-reproductive-technologies/pregnancy-loss-and-mental-health/
[5] https://americanindependent.com/abortion-providers-shortage-training-hospitals-reproductive-rights-health-care/

Top URLs in Tweet in G1:
[6] https://twitter.com/WGNRR/status/1265976111760052226
[5] https://msmagazine.com/2020/05/26/another-egregious-attack-on-reproductive-health-by-trump-administration/
[3] https://www.prb.org/webinar-equity-conservation-reproductive-health-livelihoods/
[3] https://twitter.com/WGNRR/status/1265981144148832261
[2] https://mailchi.mp/prb/webinar-equity-conservation-reproductive-health-livelihoods
[2] https://iawg.net/covid19/advocacy
[2] https://us02web.zoom.us/webinar/register/WN_UURswJRxQVy6eTv2PLjNVA
[1] https://www.rappler.com/newsbreak/videos-podcasts/262171-making-space-upholding-reproductive-health-rights-coronavirus-pandemic
[1] https://www.rutgers.international/news/blog-archive/covid-19-resilience-safe-abortion-providers-kenya
[1] https://twitter.com/TICAH_KE/status/1265922142291492864

Top URLs in Tweet in G2:
[6] https://www.reprosfightback.com/episodes-blog/covid-19-could-be-devastating-to-reproductive-health-in-low-and-middle-income-countries
[3] https://30seconds.com/health/tip/19385/Uncovering-Alzheimers-Disease-Researchers-Examine-the-Impact-of-Menopause-on-Cognitive-Function-Alzheimers-Development-in-Women
[2] https://indianexpress.com/article/cities/pune/pune-women-in-slums-battle-monthly-cycle-shame-poor-access-to-menstrual-products-6428615/
[2] https://www.guttmacher.org/journals/ipsrh/2020/04/estimates-potential-impact-covid-19-pandemic-sexual-and-reproductive-health
[2] https://www.google.com/amp/s/www.latestly.com/lifestyle/health-wellness/international-day-of-action-for-womens-health-2020-date-history-significance-of-the-day-that-advocates-womens-sexual-and-reproductive-health-and-rights-1782090.html/amp
[2] https://bhekisisa.org/multimedia/2019-05-10-forced-abortion-reproductive-sexual-health-rights-consent
[2] https://www.friendsofunfpa.org/the-current-state-of-rohingya-refugees-and-reproductive-health/?_thumbnail_id=3779
[2] https://www.guttmacher.org/article/2020/04/crisis-horizon-devastating-losses-global-reproductive-health-are-possible-due-covid
[1] https://foreignpolicy.com/2020/05/13/india-family-planning-upended-coronavirus-women-sexual-reproductive-health/
[1] https://www.cbsnews.com/news/coronavirus-news-un-maternity-wards-in-yemen-are-out-of-money/

Top URLs in Tweet in G4:
[4] https://indianexpress.com/article/lifestyle/health/reproductive-health-covid19-coronavirus-pcos-6426894/
[3] https://twitter.com/TheIsraelLaryea/status/1265970595814047745
[3] https://vacanciesinturkey.com/jobs/reproductive-health-officer/
[3] https://unjoblist.org/vacancy/?406289
[2] https://www.biokineticssa.org.za/
[2] https://www.lindaafya.co.ke/mhm-day-covid19-effects-on-menstruation/
[2] https://www.hhs.gov/ash/oah/adolescent-development/reproductive-health-and-teen-pregnancy/teen-pregnancy-and-childbearing/tips-for-parents/index.html
[1] https://www.rappler.com/newsbreak/videos-podcasts/262171-making-space-upholding-reproductive-health-rights-coronavirus-pandemic
[1] https://youtu.be/Rm
[1] https://www.hrw.org/news/2020/05/13/protecting-womens-reproductive-health-during-pandemic

Top URLs in Tweet in G5:
[7] http://www.srhm.org/covid-19-what-implications-for-sexual-and-reproductive-health-and-rights/
[3] https://secure.everyaction.com/OoiU-ZS-T0CLt_1MaUskyw2
[2] https://www.iffsreproduction.org/page/COVID-19
[1] https://www.stltoday.com/news/local/crime-and-courts/state-loses-bid-to-shut-down-planned-parenthood-facility-in-st-louis/article_c279909d-94c2-5c5e-971e-b76730c91d7d.html#tracking-source=home-top-story-1
[1] https://twitter.com/UzoAduba/status/1265410945343504390
[1] https://rewire.news/article/2020/05/20/congress-can-knock-down-reproductive-health-care-barriers-for-immigrants-heres-how/
[1] http://www.may28.org
[1] https://studenthealthcard.org.za/register-for-discounted-sexual-health-services/
[1] https://rewire.news/article/2017/11/03/miscarriages-flint-really-believe-water/
[1] https://twitter.com/DrDGrossman/status/1266477392266133506

Top URLs in Tweet in G6:
[1] http://www.washingtonpost.com/opinions/trump-is-all-about-deregulation--except-when-it-comes-to-his-enemies/2020/05/28/dcfb9638-a116-11ea-b5c9-570a91917d8d_story.html

Top URLs in Tweet in G7:
[1] https://twitter.com/TheIsraelLaryea/status/1265990879216644100

Top URLs in Tweet in G8:
[1] https://www.history.com/news/the-father-of-modern-gynecology-performed-shocking-experiments-on-slaves
[1] https://twitter.com/kikimordi/status/1257033112795656194

Top URLs in Tweet in G9:
[1] https://www.mohfw.gov.in/pdf/GuidanceNoteonProvisionofessentialRMNCAHNServices24052020.pdf

Top URLs in Tweet in G10:
[3] 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

Top Domains
Top Domains in Tweet in Entire Graph:
[150] twitter.com
[30] findaphd.com
[15] rewire.news
[13] google.com
[12] msmagazine.com
[11] youtube.com
[10] instagram.com
[10] co.ke
[9] countdown2030europe.org
[8] c-fam.org

Top Domains in Tweet in G1:
[28] twitter.com
[5] msmagazine.com
[3] prb.org
[3] mailchi.mp
[3] hesperian.org
[2] rutgers.international
[2] iawg.net
[2] reproductiverights.org
[2] iwhc.org
[2] zoom.us

Top Domains in Tweet in G2:
[15] twitter.com
[6] guttmacher.org
[6] reprosfightback.com
[4] google.com
[3] friendsofunfpa.org
[3] 30seconds.com
[2] unfpa.org
[2] indianexpress.com
[2] bhekisisa.org
[2] instagram.com

Top Domains in Tweet in G4:
[27] twitter.com
[4] instagram.com
[4] indianexpress.com
[3] nih.gov
[3] vacanciesinturkey.com
[3] unjoblist.org
[2] org.za
[2] co.ke
[2] hhs.gov
[2] rewire.news

Top Domains in Tweet in G5:
[7] srhm.org
[3] twitter.com
[3] everyaction.com
[2] rewire.news
[2] iffsreproduction.org
[1] stltoday.com
[1] may28.org
[1] org.za
[1] npr.org
[1] mcusercontent.com

Top Domains in Tweet in G6:
[1] washingtonpost.com

Top Domains in Tweet in G7:
[1] twitter.com

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

Top Domains in Tweet in G9:
[1] gov.in

Top Domains in Tweet in G10:
[3] judicialwatch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[402] covid19
[149] coronavirus
[137] srhrisessential
[125] 5/28/2020 12:00:00 AM
[119] womenshealthmatters
[80] menstrualhygieneday
[72] itstimeforaction
[72] nolockdownonrights
[68] mhday2020
[63] womenshealthstillmatters



Top Hashtags in Tweet in G1:
[74] 5/28/2020 12:00:00 AM
[73] covid19
[69] womenshealthmatters
[65] srhrisessential
[61] womenshealthstillmatters
[44] nolockdownonrights
[25] actionalert
[24] womenshealthmatterske
[21] womenshealthmatterke
[20] covid19ke

Top Hashtags in Tweet in G2:
[75] covid19
[45] itstimeforaction
[36] riseforall
[22] mhday2020
[20] menstrualhealth
[19] srhrisessential
[16] stigma
[11] yemen
[11] srhr
[7] unfpa

Top Hashtags in Tweet in G3:
[20] menstrualhygieneday
[1] menstruationmatters

Top Hashtags in Tweet in G4:
[11] menstrualhygieneday
[11] covid19
[10] mhday2020
[10] menstruationmatters
[10] 5/28/2020 12:00:00 AM
[10] womenshealth
[9] womenshealthmatters
[7] itstimeforaction
[7] health
[5] srhrisessential

Top Hashtags in Tweet in G5:
[31] covid19
[14] srhrisessential
[12] menstrualhygieneday
[10] safeabortion
[9] abortion
[7] idawh2020
[7] ycwatchdog
[5] openaccess
[5] health
[5] 5/28/2020 12:00:00 AM

Top Hashtags in Tweet in G9:
[10] woman
[10] reproductive
[10] health
[10] rights
[2] coronavirusupdates
[2] menstrualhygiene
[1] itstimeforaction
[1] womensrightsarehumanrights
[1] covid19
[1] internationaldayofactionforwomenshealth

Top Hashtags in Tweet in G10:
[137] coronavirus

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:
[605] health
[436] reproductive
[260] sexual
[229] women
[143] rights
[136] services
[107] access
[100] women's
[93] wgnrr
[82] action

Top Words in Tweet in G2:
[254] health
[211] reproductive
[181] women
[155] sexual
[122] girls
[97] access
[72] #covid19
[71] care
[69] pandemic
[67] rights

Top Words in Tweet in G3:
[253] sexual
[252] drzobo
[252] sec
[252] school
[252] someone
[252] told
[252] cure
[252] period
[252] cramps
[252] sex

Top Words in Tweet in G4:
[293] health
[233] reproductive
[83] sexual
[78] women
[48] rights
[44] menstrual
[31] access
[31] day
[26] care
[25] during

Top Words in Tweet in G5:
[196] health
[126] reproductive
[101] services
[73] abortion
[64] sexual
[57] license
[56] ppmo_advocates
[56] breaking
[56] protected
[56] missouri

Top Words in Tweet in G6:
[192] trump
[192] regulatory
[192] agenda
[192] never
[192] boosting
[192] economy
[192] always
[192] rewarding
[192] friends
[192] coal

Top Words in Tweet in G7:
[201] health
[198] reproductive
[181] over
[180] next
[180] speaker
[180] 15
[180] years
[180] experience
[180] speak
[180] women's

Top Words in Tweet in G8:
[132] mysticxlipstick
[132] recently
[132] found
[132] many
[132] surgical
[132] techniques
[132] equipment
[132] still
[132] use
[132] today

Top Words in Tweet in G9:
[236] women
[126] sexual
[117] health
[112] let's
[111] action
[110] drharshvardhan
[110] 28
[110] international
[110] day
[110] raise

Top Words in Tweet in G10:
[137] always
[137] seizing
[137] opportunities
[137] advance
[137] leftist
[137] agenda
[137] capitalizing
[137] #coronavirus
[137] promote
[137] sexual

Top Word Pairs
Top Word Pairs in Tweet in G2:
[409] reproductive,health
[240] sexual,reproductive
[122] women,girls
[94] health,rights
[58] health,care
[57] #itstimeforaction,create
[55] create,world
[50] world,women
[48] powerful,message
[46] message,julittaonabanjo

Top Word Pairs in Tweet in G3:
[167] sec,school
[119] school,someone
[114] someone,told
[53] told,cure
[47] cure,period
[41] period,cramps
[41] cramps,sex
[41] sex,luckily
[39] luckily,raised
[39] raised,sexual

Top Word Pairs in Tweet in G4:
[252] reproductive,health
[252] sexual,reproductive
[252] health,rights
[252] menstrual,hygiene
[252] health,care
[252] covid,19
[252] women,health
[252] health,services
[252] women's,reproductive
[252] reproductive,rights

Top Word Pairs in Tweet in G5:
[180] reproductive,health
[63] sexual,reproductive
[24] breaking,abortion
[16] abortion,services
[16] services,protected
[14] protected,missouri
[13] missouri,ruling
[12] ruling,govparsonmo
[12] govparsonmo,health
[12] health,dept

Top Word Pairs in Tweet in G6:
[110] trump,regulatory
[61] regulatory,agenda
[56] agenda,never
[56] never,boosting
[56] boosting,economy
[56] economy,always
[56] always,rewarding
[56] rewarding,friends
[56] friends,coal
[56] coal,oil

Top Word Pairs in Tweet in G7:
[192] reproductive,health
[192] next,speaker
[192] speaker,over
[192] over,15
[192] 15,years
[192] years,experience
[192] experience,speak
[192] speak,women's
[192] women's,reproductive
[192] health,put

Top Word Pairs in Tweet in G8:
[198] mysticxlipstick,recently
[180] recently,found
[180] found,many
[180] many,surgical
[180] surgical,techniques
[180] techniques,equipment
[180] equipment,still
[180] still,use
[180] use,today
[180] today,related

Top Word Pairs in Tweet in G9:
[132] 28,international
[132] international,day
[132] day,action
[132] action,women
[132] women,health
[132] health,let's
[132] let's,raise
[132] raise,awareness
[132] awareness,issues
[132] issues,pertaining

Top Word Pairs in Tweet in G10:
[110] always,seizing
[110] seizing,opportunities
[110] opportunities,advance
[110] advance,leftist
[110] leftist,agenda
[110] agenda,capitalizing
[110] capitalizing,#coronavirus
[110] #coronavirus,promote
[110] promote,sexual
[110] judicialwatch,always

Top Replied-To
Top Replied-To in Entire Graph:
@wgnrr
@y4socialjustice
@coolhandfluke76
@ticah_ke
@nimechanuka
@aywlaa1
@mariestopesng
@educaidt
@covaw
@fhokenya

Top Replied-To in G1:
@wgnrr
@ticah_ke
@nimechanuka
@fhokenya
@covaw
@ruraltoglobal
@silakboph
@estherpassaris
@who
@boldwinmaposa

Top Replied-To in G2:
@swastihc
@kallan72
@guttmacher
@iamdatagordon
@ojoobarihanot

Top Replied-To in G3:
@priddydiva
@akasbaakop3

Top Replied-To in G5:
@myrighttochoice
@corybooker
@ashadahya
@itsoaeli

Top Replied-To in G7:
@garyalsmith

Top Replied-To in G8:
@mysticxlipstick

Top Replied-To in G9:
@et_chaka

Top Mentioned
Top Mentioned in Entire Graph:
@drzobo
@crampell
@madjiteyx
@judicialwatch
@mystic_moons1
@mysticxlipstick
@drharshvardhan
@wgnrr
@akreana_

Top Mentioned in G1:
@wgnrr
@nimechanuka
@ticah_ke
@oxfamph
@fhokenya
@zamara_fdn
@cehurduganda
@sarahelago
@manalkhan07
@ke_phele

Top Mentioned in G2:
@unfpa
@mhday28may
@julittaonabanjo
@guttmacher
@un_ewec
@unfpaindia
@katja_iversen
@unyouthenvoy
@womendeliver
@wssccouncil

Top Mentioned in G3:
@drzobo
@modify4india

Top Mentioned in G4:
@zeusfanhouse
@kachakwale_ej
@choiceaustralia
@jwhic1
@mphuthithato1

Top Mentioned in G5:
@ppmo_advocates
@govparsonmo
@drtlaleng
@myrighttochoice
@srhmjournal
@thevaginaknows
@giwynigeria
@naral
@jeanneshaheen
@gogomagosha

Top Mentioned in G6:
@crampell

Top Mentioned in G7:
@madjiteyx
@okornore
@kimbaakop3
@pentsirrr
@xyrxm
@duchesskk
@mystic_moons1
@mysticxlipstick
@garyalsmith

Top Mentioned in G8:
@mystic_moons1
@mysticxlipstick
@kikimordi

Top Mentioned in G9:
@drharshvardhan
@myhomeindia
@beenapp1
@mohfw_india
@tainyhq
@advocatemahere
@ruvhenekop
@pmoindia
@ashwinikchoubey
@pib_india

Top Mentioned in G10:
@judicialwatch

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalitesu
@pairsonnalitesa
@mattmurph24
@solutioneer72
@leratomannya
@miltonespinozaf
@nilimajumder
@twillynavy246
@life_sciences_
@onahunttoday

Top Tweeters in G1:
@amuraovonn
@releaseteam
@martinmavenjina
@calwsportsfan
@lucaspe
@yourhoemom777
@womenshealthmag
@naattuvarthakal
@ronaldgem
@prapuspa

Top Tweeters in G2:
@indianexpress
@pickooo
@nembotavy_0101
@politico
@edgarblanco_ve
@gonzo_30531
@cbsnews
@30seconds
@moisomedrano
@korieunfpa

Top Tweeters in G3:
@siralfredson
@jlesag
@amedawg18
@lalikitita
@sggeet
@lilyeploski
@ridingthebull01
@honeybeepetal
@teeda100
@trulolita

Top Tweeters in G4:
@pairsonnalitesu
@mesmitch
@zeusfanhouse
@kingdivine315
@jenniferkruse
@djpizaro
@barbxiii
@nakazawakei_bot
@saudi24n
@feminaindia

Top Tweeters in G5:
@inpoco
@dvanhook822
@mothupiii
@neli_ngqulana
@sallymoen2
@drjudystone
@all435reps
@melusi_md
@jhadleyconrad
@rutiregan

Top Tweeters in G6:
@mattmurph24
@_silversmith
@shipintheknight
@deeloralei
@dunnclan
@turntxblue18
@flyhyland
@thekeeper2016
@bradparker_
@lindyloo515

Top Tweeters in G7:
@mzlianne
@76ercule
@naana_beena
@yesvs
@nig_bmt
@fest_silva
@kofi_233
@oty_riley_
@yarkafanchan
@trrry_

Top Tweeters in G8:
@leratomannya
@twillynavy246
@omulungi_hawt
@owhreoluwa
@mr_alexius
@sunni_in_socal
@nikkib_natural
@thraxmama
@vintageswank
@rawstongeorge

Top Tweeters in G9:
@sirdiwakarji
@pib_india
@astha_bansal12
@ptashokkiradoo
@manujpratap_bjp
@sortedeagle
@saru81589968
@jiteshsinght
@bhiseramesh
@iamsridharbabut

Top Tweeters in G10:
@miltonespinozaf
@scribbledpages1
@laridor1
@willbarrett_1
@betramobet
@boriquagoddess
@4djt2016
@patriotczar
@ggma5757
@manuel17281370


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