Reproductive health, Twitter, 9/17/2019 8:29:04 AM, 210022


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Reproductive health_2019-09-17_01-12-01.xlsx
Reproductive health_2019-09-17_01-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2019
Short Description:
Reproductive health via NodeXL http://bit.ly/31uLW6i
@petebuttigieg
@ewarren
@ppact
@ppfa
@ategeka_frank
@ippf
@ippf_whr
@kristafrances
@katja_iversen
@eclipticwatcher

Top hashtags:
#demdebate
#health
#healthforall
#srhr
#protectx
#un
#icpd25
#jakpost
#reproductive

Description:
Description
The graph represents a network of 5,545 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 Tuesday, 17 September 2019 at 08:13 UTC.

The requested start date was Monday, 16 September 2019 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 5-day, 4-hour, 2-minute period from Tuesday, 10 September 2019 at 19:57 UTC to Monday, 16 September 2019 at 00:00 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 : 5545
Unique Edges : 6197
Edges With Duplicates : 406
Total Edges : 6603
Number of Edge Types : 3
Tweet : 455
Mentions : 5866
Replies to : 282
Self-Loops : 455
Reciprocated Vertex Pair Ratio : 0.0106418918918919
Reciprocated Edge Ratio : 0.0210596690623433
Connected Components : 518
Single-Vertex Connected Components : 160
Maximum Vertices in a Connected Component : 3896
Maximum Edges in a Connected Component : 4826
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.013978
Graph Density : 0.000194623030511218
Modularity : 0.794899
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://www.thejakartapost.com/news/2019/09/14/taboos-low-awareness-hinder-womens-reproductive-health-in-indonesia-study.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1568451590
[19] https://www.vox.com/2020-presidential-election/2019/9/13/20863699/september-2019-democratic-debate-abortion-reproductive-health
[15] https://www.vox.com/2020-presidential-election/2019/9/13/20863699/september-2019-democratic-debate-abortion-reproductive-health?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[6] https://www.opendemocracy.net/en/5050/sexual-and-reproductive-health-issue-youve-probably-never-hear/
[6] https://twitter.com/heyitscalla/status/1172882997181390849
[6] https://www.nation.co.ke/oped/opinion/Stop-capitalist-games-around-menses-issues/440808-5006376-l9gxne/index.html
[5] https://medium.com/@teamwarren/congressional-action-to-protect-choice-aaf94ed25fb5
[4] https://esaro.unfpa.org/en/video/sexual-and-reproductive-health-and-rights-young-people-disabilities
[3] https://www.wweek.com/news/2019/09/11/readers-respond-to-a-merger-between-local-health-giants-that-raises-concerns-about-access-to-reproductive-health-services/
[3] https://wearyourvoicemag.com/health/reproductive-control-womens-bodies

Top URLs in Tweet in G1:
[1] https://twitter.com/PeteButtigieg/status/1172362666117074945
[1] https://twitter.com/KamalaHarris/status/1172521771595120648
[1] https://www.plannedparenthoodaction.org/communities/planned-parenthood-global/end-global-gag-rule
[1] https://twitter.com/savingamerica4u/status/1172852384617455616
[1] https://kamalaharris.org/repro-rights/

Top URLs in Tweet in G2:
[5] https://medium.com/@teamwarren/congressional-action-to-protect-choice-aaf94ed25fb5
[2] https://twitter.com/SCforWarren/status/1171429594697568256
[1] https://twitter.com/ChiTribCloutSt/status/1171174452576436224
[1] https://www.nytimes.com/2019/09/09/opinion/planned-parenthood-ohio-title-x.html
[1] https://www.teenvogue.com/story/what-it-was-like-to-get-a-later-abortion

Top URLs in Tweet in G3:
[4] https://esaro.unfpa.org/en/video/sexual-and-reproductive-health-and-rights-young-people-disabilities
[2] https://www.unfpa.org/press/one-million-yemeni-women-risk-due-lack-funding-says-unfpa
[2] https://www.project-syndicate.org/commentary/funding-family-planning-sexual-reproductive-health-services-trump-gag-rule-by-esenam-amuzu-2019-09
[1] https://twitter.com/UNFPAAfg/status/1171658871976472577
[1] http://bit.ly/2zqCgxk
[1] http://bit.ly/2zJIk3X
[1] https://www.facebook.com/650497551/posts/10157559895557552/
[1] https://twitter.com/SEXTECHGUIDE/status/1172176415170682881
[1] https://twitter.com/UNFPAFellows/status/1171371150430990336
[1] https://www.newsweek.com/brazils-president-too-afraid-stop-amazon-fires-world-cant-wait-opinion-1457957

Top URLs in Tweet in G4:
[3] https://www.smfm.org/hpfunding
[2] https://www.vox.com/2020-presidential-election/2019/9/13/20863699/september-2019-democratic-debate-abortion-reproductive-health
[1] https://abcnews.go.com/US/planned-parenthood-announces-closure-clinics-ohio-amidst-stricter/story?id=65483584
[1] https://www.istandwithpp.org/no-gag-rule/learn/community-letter-congress-title-x
[1] https://ppact.io/2kCZUma
[1] https://twitter.com/PPSWO/status/1171109377761271808
[1] https://twitter.com/PPSATWV/status/1172896931628158978
[1] http://istandwithpp.org/bans-off-my-body
[1] https://twitter.com/PPact/status/1172337760914399232
[1] https://twitter.com/cybermom1999/status/1173160388730507265

Top URLs in Tweet in G5:
[4] https://www.vox.com/2020-presidential-election/2019/9/13/20863699/september-2019-democratic-debate-abortion-reproductive-health
[2] http://www.health-beauty-wellness.net
[2] https://www.vox.com/2020-presidential-election/2019/9/13/20863699/september-2019-democratic-debate-abortion-reproductive-health?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.youtube.com/watch?v=PUmJobaYQpE&feature=youtu.be

[2] https://www.amazon.com/Conceive-Plus-Womens-Fertility-Support/dp/B0734WQ6QY/ref=sr_1_3_a_it?ie=UTF8&qid=1512405592&sr=8-3&keywords=conceive+plus
[1] https://www.istandwithpp.org/no-gag-rule/learn/community-letter-congress-title-x?utm_content=buffer7aa38&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://secure.everyaction.com/eIh32QND6UCUCqDyl3kOPw2
[1] https://www.cosmopolitan.com/health-fitness/a28798959/leep-side-effects-risks-sexual-pleasure-loss/
[1] https://www.wkbw.com/news/local-news/60-wny-churches-unite-to-push-for-repeal-of-the-nys-reproductive-health-act-rha
[1] https://www.npr.org/2019/07/15/741926952/pain-who-is-most-vulnerable?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G6:
[1] https://www.unwomen.org/en/news/stories/2019/8/in-the-words-of-claudia-macz
[1] https://twitter.com/annvkeeling/status/1172892654947971072
[1] https://www.who.int/reproductivehealth/self-care-interventions/access-health-services/en/
[1] https://twitter.com/neelamheera/status/1172810455556997120
[1] https://twitter.com/UNFPA_Geneva/status/1172418970466439168
[1] https://www.countdown2030europe.org/index.php/resources/universal-health-coverage-sexual-and-reproductive-health-and-rights-agenda-asks-european-goverments
[1] http://reproductive-health-journal.biomedcentral.com/articles/10.1186/1742-4755-11-10

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/2019/09/09/opinion/planned-parenthood-ohio-title-x.html?searchResultPosition=1&utm_source=twitter&utm_medium=tweet&utm_campaign=healthtwitter&utm_content=ohio-august19
[1] https://mpactglobal.org/us-gag-rule-is-increasing-attacks-on-sexual-and-reproductive-health/
[1] https://mashable.com/video/planned-parenthood-app-birth-control/
[1] https://www.baltimoresun.com/health/bs-hs-leana-wen-20190915-gt2pydzdsnfefbecakh5pzblly-story.html
[1] https://www.istandwithpp.org/no-gag-rule/learn/community-letter-congress-title-x
[1] https://twitter.com/NYTimesPR/status/1172571594977349632

Top URLs in Tweet in G8:
[1] https://www.theguardian.com/world/2019/apr/22/us-un-resolution-rape-weapon-of-war-veto
[1] https://www.facebook.com/1608037099452838/posts/2429288307327709/

Top URLs in Tweet in G9:
[1] https://twitter.com/tvmario/status/1173070525507280897

Top Domains
Top Domains in Tweet in Entire Graph:
[104] twitter.com
[37] vox.com
[27] thejakartapost.com
[11] unfpa.org
[11] youtube.com
[6] co.uk
[6] nytimes.com
[6] opendemocracy.net
[6] facebook.com
[6] co.ke

Top Domains in Tweet in G1:
[3] twitter.com
[1] plannedparenthoodaction.org
[1] kamalaharris.org

Top Domains in Tweet in G2:
[5] medium.com
[3] twitter.com
[1] nytimes.com
[1] teenvogue.com

Top Domains in Tweet in G3:
[9] unfpa.org
[6] twitter.com
[2] bit.ly
[2] project-syndicate.org
[1] facebook.com
[1] newsweek.com
[1] nairobisummiticpd.org
[1] thewire.in
[1] edu.au

Top Domains in Tweet in G4:
[6] twitter.com
[3] smfm.org
[2] istandwithpp.org
[2] vox.com
[1] go.com
[1] ppact.io
[1] unfpa.org
[1] huffpost.com
[1] rewire.news
[1] witsvuvuzela.com

Top Domains in Tweet in G5:
[17] twitter.com
[7] vox.com
[4] youtube.com
[2] istandwithpp.org
[2] cosmopolitan.com
[2] npr.org
[2] health-beauty-wellness.net
[2] giphy.com
[2] linkedin.com
[2] nih.gov

Top Domains in Tweet in G6:
[3] twitter.com
[1] unwomen.org
[1] who.int
[1] countdown2030europe.org
[1] biomedcentral.com

Top Domains in Tweet in G7:
[1] nytimes.com
[1] mpactglobal.org
[1] mashable.com
[1] baltimoresun.com
[1] istandwithpp.org
[1] twitter.com

Top Domains in Tweet in G8:
[1] theguardian.com
[1] facebook.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1689] demdebate
[50] health
[31] healthforall
[31] srhr
[31] protectx
[30] un
[27] icpd25
[27] jakpost
[26] reproductive
[24] standwithpp



Top Hashtags in Tweet in G1:
[1579] demdebate
[3] nhpolitics
[2] democraticdebate
[2] fitn
[1] teampete
[1] nogagrule
[1] youthvote

Top Hashtags in Tweet in G2:
[36] demdebate
[1] istandwithpp
[1] rt

Top Hashtags in Tweet in G3:
[18] icpd25
[13] srhr
[11] sexual
[10] nairobisummit
[10] reproductive
[10] health
[9] youngperson
[8] innovatorfellow
[8] srilanka
[5] burkinafaso

Top Hashtags in Tweet in G4:
[31] demdebate
[25] protectx
[21] standwithpp
[14] cbc2019
[7] ppatcbcf
[3] standwithblackwomen
[2] istandwithpp
[2] bansoffmybody
[2] prolife
[2] prochoice

Top Hashtags in Tweet in G5:
[9] womenshealth
[7] reproductivehealth
[5] women
[5] health
[5] pregnancy
[5] maternalmortality
[4] reproductive
[3] healthcare
[3] healthy
[2] protectx

Top Hashtags in Tweet in G6:
[29] un
[29] healthforall
[7] hlmuhc
[6] imarchfor
[4] uhc
[3] fibroids
[2] srhr
[2] selfcare
[1] nairobisummit
[1] icpd25

Top Hashtags in Tweet in G7:
[1] sotu
[1] gagrule
[1] titlex
[1] istandwithpp
[1] standwithpp

Top Hashtags in Tweet in G8:
[4] demdebate
[1] metoo

Top Hashtags in Tweet in G9:
[11] abbotsford
[1] scheerdisaster
[1] cdnpoli

Top Hashtags in Tweet in G10:
[3] demdebate

Top Words
Top Words in Tweet in Entire Graph:
[4723] Words in Sentiment List#1: Positive
[4501] Words in Sentiment List#2: Negative
[23] Words in Sentiment List#3: Angry/Violent
[119324] Non-categorized Words
[128548] Total Words
[3857] s
[3647] reproductive
[2953] health
[2317] women
[1960] t

Top Words in Tweet in G1:
[3163] s
[1736] reproductive
[1716] t
[1715] didn
[1698] petebuttigieg
[1592] women
[1580] up
[1579] come
[1579] #demdebate
[1579] freedom

Top Words in Tweet in G2:
[995] ewarren
[993] health
[958] republicans
[949] women's
[945] funding
[945] clinics
[945] medicaid
[944] gleefully
[944] blocked
[944] expansion

Top Words in Tweet in G3:
[147] health
[138] reproductive
[74] rights
[70] sexual
[57] unfpa
[32] governments
[32] services
[31] women
[27] 179
[24] access

Top Words in Tweet in G4:
[177] reproductive
[161] health
[109] care
[73] ppact
[54] s
[43] more
[39] gag
[35] planned
[35] parenthood
[33] abortion

Top Words in Tweet in G5:
[161] health
[156] reproductive
[39] women
[37] s
[31] care
[27] more
[19] sexual
[19] women's
[17] rights
[14] access

Top Words in Tweet in G6:
[34] declaration
[30] t
[29] katja_iversen
[29] shouldn
[29] reality
[29] took
[29] tremendously
[29] hard
[29] work
[29] ensure

Top Words in Tweet in G7:
[75] health
[57] ppfa
[41] reproductive
[34] care
[34] planned
[34] parenthood
[32] news
[32] later
[31] forced
[31] close

Top Words in Tweet in G8:
[82] women
[73] briannawu
[70] s
[65] issues
[65] abortion
[64] frustrated
[64] simplified
[64] media
[64] covered
[64] divisively

Top Words in Tweet in G9:
[66] s
[37] women
[37] health
[36] reproductive
[26] men
[26] issues
[25] dim
[25] ideological
[25] one
[25] sees

Top Words in Tweet in G10:
[92] s
[78] women
[75] trump
[75] care
[71] reproductive
[67] attack
[66] republicans
[65] planned
[65] parenthood
[64] defunded

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1944] women,s
[1805] s,reproductive
[1766] didn,t
[1650] tonight,s
[1650] s,#demdebate
[1646] under,attack
[1639] reproductive,freedom
[1626] come,up
[1626] moment,women
[1626] freedom,under

Top Word Pairs in Tweet in G1:
[1715] didn,t
[1582] women,s
[1580] s,reproductive
[1579] come,up
[1579] reproductive,freedom
[1578] t,come
[1578] up,tonight
[1578] tonight,s
[1578] s,#demdebate
[1578] #demdebate,moment

Top Word Pairs in Tweet in G2:
[945] women's,health
[945] health,clinics
[944] republicans,gleefully
[944] gleefully,blocked
[944] blocked,funding
[944] funding,women's
[944] clinics,medicaid
[944] medicaid,expansion
[944] expansion,now
[944] now,trying

Top Word Pairs in Tweet in G3:
[132] reproductive,health
[65] sexual,reproductive
[49] health,rights
[27] 179,governments
[21] health,services
[20] gender,equality
[18] rights,well
[17] women's,empowerment
[17] health,care
[16] governments,recognized

Top Word Pairs in Tweet in G4:
[131] reproductive,health
[89] health,care
[35] planned,parenthood
[30] care,popular
[28] health,clinics
[25] icymi,anti
[25] anti,choice
[25] choice,politicians'
[25] politicians',ridiculous
[25] ridiculous,medically

Top Word Pairs in Tweet in G5:
[117] reproductive,health
[21] health,care
[14] women,s
[12] s,reproductive
[11] sexual,reproductive
[11] women's,reproductive
[9] health,rights
[6] health,services
[6] title,x
[6] planned,parenthood

Top Word Pairs in Tweet in G6:
[29] shouldn,t
[29] t,reality
[29] reality,took
[29] took,tremendously
[29] tremendously,hard
[29] hard,work
[29] work,ensure
[29] ensure,new
[29] new,#un
[29] #un,declaration

Top Word Pairs in Tweet in G7:
[35] reproductive,health
[34] planned,parenthood
[32] health,care
[30] heartbreaking,news
[30] news,share
[30] share,two
[30] two,planned
[30] parenthood,health
[30] health,centers
[30] centers,ohio

Top Word Pairs in Tweet in G8:
[70] women,s
[65] s,issues
[64] frustrated,women
[64] issues,simplified
[64] simplified,abortion
[64] abortion,media
[64] media,covered
[64] covered,divisively
[64] divisively,possible
[63] briannawu,frustrated

Top Word Pairs in Tweet in G9:
[35] reproductive,health
[27] s,reproductive
[26] women,s
[26] health,issues
[25] dim,ideological
[25] ideological,one
[25] one,sees
[25] sees,problem
[25] problem,men
[25] men,deciding

Top Word Pairs in Tweet in G10:
[78] women,s
[67] s,reproductive
[64] trump,republicans
[64] republicans,defunded
[64] defunded,planned
[64] planned,parenthood
[64] parenthood,dangerous
[64] dangerous,attack
[64] attack,women
[64] reproductive,care

Top Replied-To
Top Replied-To in Entire Graph:
@ewarren
@cybermom1999
@ppfa
@petebuttigieg
@drjengunter
@yansrhr
@prochoiceforal1
@realdonaldtrump
@berniesanders
@americadaily18

Top Replied-To in G1:
@petebuttigieg
@kamalaharris
@admiralmpj

Top Replied-To in G2:
@ewarren
@bethpatriot
@vademocrats
@azdemparty
@firetire4
@harold4vicki
@gingerkay6
@jahovaboy

Top Replied-To in G3:
@yansrhr
@unfpafellows
@prosyn
@undp
@un
@unfpaafg

Top Replied-To in G4:
@cybermom1999
@prochoiceforal1
@ppact
@lin_manuel
@senatemajldr
@abc
@erinburnett
@themrc
@naral

Top Replied-To in G6:
@uhc2030
@lakehealthwell
@barbbyersclc

Top Replied-To in G7:
@ppfa
@berniesanders
@gchristiemd
@dontstopbelief
@sogoldensolo
@casiemayy
@drleanawen
@shanegoldmacher
@danielmhenry
@roberts71494497

Top Replied-To in G9:
@arnoldviersen
@iotas
@jediwasabi
@jennifersally5
@pbh09

Top Replied-To in G10:
@dccc

Top Mentioned
Top Mentioned in Entire Graph:
@petebuttigieg
@ewarren
@ppnhaf
@briannawu
@ppact
@dccc
@kamalaharris
@ppfa
@womensmarch
@unfpa

Top Mentioned in G1:
@petebuttigieg
@ppnhaf
@kamalaharris
@jerusalemdemsas
@jschamberlin1
@unhppga
@marloutaenzer
@ewarren
@msnbc
@sengillibrand

Top Mentioned in G2:
@ewarren
@petebuttigieg
@realvinniejames
@marie4congress
@rossmorock
@cahml
@beeyengo

Top Mentioned in G3:
@unfpa
@afriyangambia
@atayeshe
@yansrhr
@unfpaindia
@unfpasrilanka
@unfpafellows
@unfpaghana
@julittaonabanjo
@unfpaken

Top Mentioned in G4:
@ppact
@naral
@reprorights
@bethertv
@ppblackcomm
@billieeilish
@senshelby
@senatemajldr
@witsvuvuzela
@alexismcgill

Top Mentioned in G5:
@qacdoh
@rhass_s_sudan
@njslea
@womens_womens

Top Mentioned in G6:
@katja_iversen
@phumzileunwomen
@ategeka_frank
@cystersgroup
@drdorothyshaw
@c2030europe
@bbcleicester
@els_psychiatry
@fibromeinfofr
@fibroidfoun

Top Mentioned in G7:
@ppfa
@droakley1689
@drleanawen
@nytimes
@pattymurray
@naral
@choosewild
@ewarren
@leahntorres
@8675309eieine

Top Mentioned in G8:
@briannawu
@ewarren
@hollaka_hollala
@dccc

Top Mentioned in G9:
@mrdash109
@andrewscheer
@ndp
@madeleinesauve
@arnoldviersen
@cathayw
@rosemarie_falk
@kellyblockmp
@rachaelhardermp
@queerthoughts

Top Mentioned in G10:
@dccc
@bunnysdaughter
@petebuttigieg
@ewarren

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@monicasloves
@moonbootica
@ez4u2say_janis
@rjber15
@ginalawriw
@insdatainter
@nilimajumder
@thepoliticalcat
@chantelldawnsny

Top Tweeters in G1:
@missb62
@paxnostrum
@astwisa
@lisakbromley
@sueleugers
@jeannie_hartley
@bistycsross
@ghofmar
@girlzinger
@djzjcz

Top Tweeters in G2:
@monicasloves
@grandpooba5440
@damonbethea1
@givemepie360
@trump_enemy
@pamcurtis4210
@micjojd
@wellness4you13
@dawnarickelz
@mms5048

Top Tweeters in G3:
@pickooo
@ken_crichlow
@abcnews
@newsweek
@richardmunang
@londonna99
@thewire_in
@prosyn
@un
@fchasteland

Top Tweeters in G4:
@rjber15
@britpoptarts
@shalisa_renee
@kristafrances
@msochubbard
@christineiam
@abc
@rebelliousval
@ceajanet
@el1421

Top Tweeters in G5:
@njslea
@watsupamericas
@dprnesq
@niceguy504
@abc13news
@newdayessays
@dashingclaire
@erecnigeria
@rockinrobyn59
@nakazawakei_bot

Top Tweeters in G6:
@nilimajumder
@bprophetable
@translatorbali
@bagaluesunab
@frankie61406891
@shab302611
@ilonakickbusch
@helenclarknz
@tonymwebia
@who

Top Tweeters in G7:
@jot_au
@lizditz
@nytimes
@sonny_scroggins
@januaryhandl
@colleenholt20
@petertoupin
@iameuru
@charlesthomas
@voguemagazine

Top Tweeters in G8:
@fairishgodmum
@hollaka_hollala
@rachel_maria65
@kowaiyoukai
@cindygallop
@secretgamergrrl
@machinesqarrs
@erupton
@waynedixon
@thebitterfig

Top Tweeters in G9:
@ez4u2say_janis
@joanvw09
@drwavesportcd1
@suepeac
@heatherclark55
@stradlingdianne
@jbaratt
@fleurdelis30
@queerthoughts
@allthecdnpoli

Top Tweeters in G10:
@carolk47
@maryc1850sadler
@grigg_dana
@admomof3
@charlotteonder1
@danacheuka
@vaculb
@fishersusa
@mykidshavepaws
@diggssc


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