Reproductive health, Twitter, 6/11/2019 4:42:06 PM, 199728


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Reproductive health_2019-06-11_01-23-01.xlsx
Reproductive health_2019-06-11_01-23-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 11, 2019
Short Description:
Reproductive health via NodeXL http://bit.ly/2RcAFmQ
@maddowblog
@guttmacher
@senfeinstein
@leelu5the
@thedemocrats
@reprorights
@unfpa
@sunshinesong3
@keisavellano
@ungeneva

Top hashtags:
#wd2019
#women
#dyk
#hysterectomy
#transgender
#srhr
#icpd25
#vancouver

Description:
Description
The graph represents a network of 5,645 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, 11 June 2019 at 08:24 UTC.

The requested start date was Monday, 10 June 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 2-day, 15-hour, 7-minute period from Friday, 07 June 2019 at 08:48 UTC to Sunday, 09 June 2019 at 23:55 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 : 5645
Unique Edges : 6150
Edges With Duplicates : 401
Total Edges : 6551
Number of Edge Types : 3
Mentions : 5529
Tweet : 626
Replies to : 396
Self-Loops : 626
Reciprocated Vertex Pair Ratio : 0.00997375328083989
Reciprocated Edge Ratio : 0.0197505197505198
Connected Components : 682
Single-Vertex Connected Components : 291
Maximum Vertices in a Connected Component : 2555
Maximum Edges in a Connected Component : 3228
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 5.950084
Graph Density : 0.000181165447493093
Modularity : 0.84408
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://www.bnd.com/news/politics-government/article231303073.html
[14] https://www.nirhealth.org/illinois/
[13] https://www.globalcitizen.org/en/content/women-deliver-hp-maternal-health/
[11] https://www.wbur.org/cognoscenti/2019/06/06/transgender-reproductive-health-mason-dunn
[9] http://www.wbur.org/cognoscenti/2019/06/06/transgender-reproductive-health-mason-dunn
[9] https://wearyourvoicemag.com/health/reproductive-control-womens-bodies
[8] https://www.cbc.ca/news/politics/trudeau-pledges-abortion-funding-1.5161891
[6] https://prri.org/research/abortion-reproductive-health-midterms-trump-kavanaugh
[5] https://www.independent.co.uk/news/world/americas/us-politics/war-rape-trump-us-un-resolution-reproductive-health-amal-clooney-germany-a8883436.html?fbclid=IwAR0ih2CB6bWMlE706-sUwsD_7dw31d0xVcVQg6kGzOQhC5lCkZffNw7_XmU
[5] https://twitter.com/aoc/status/1137100279894224896

Top URLs in Tweet in G1:
[1] https://twitter.com/AOC/status/1137100279894224896
[1] https://preen.inquirer.net/96201/reproductive-health-services-continue-to-be-inaccessible-in-2019#ixzz5oWJnOaI6

Top URLs in Tweet in G2:
[1] https://www.nytimes.com/2019/06/08/upshot/politicians-draw-clear-lines-on-abortion-their-parties-are-not-so-unified.html

Top URLs in Tweet in G3:
[14] https://www.bnd.com/news/politics-government/article231303073.html
[13] https://www.globalcitizen.org/en/content/women-deliver-hp-maternal-health/
[5] https://twitter.com/aoc/status/1137100279894224896
[4] https://www.globalcitizen.org/en/content/canada-just-made-a-massive-commitment-to-women-and/?utm_source=twitter&utm_medium=social&utm_campaign=share&_branch_match_id=link-664538715435249234
[4] https://www.independent.co.uk/news/world/americas/us-politics/war-rape-trump-us-un-resolution-reproductive-health-amal-clooney-germany-a8883436.html?fbclid=IwAR0ih2CB6bWMlE706-sUwsD_7dw31d0xVcVQg6kGzOQhC5lCkZffNw7_XmU
[3] https://gynecology.euroscicon.com/
[3] https://wearyourvoicemag.com/health/reproductive-control-womens-bodies
[3] https://www.independent.co.uk/news/world/americas/us-politics/war-rape-trump-us-un-resolution-reproductive-health-amal-clooney-germany-a8883436.html
[3] https://lgbt.bigstamp.uk/government-confirms-sexual-and-reproductive-health-will-remain-with-local-authorities/
[3] https://www.wbur.org/cognoscenti/2019/06/06/transgender-reproductive-health-mason-dunn

Top URLs in Tweet in G4:
[1] https://twitter.com/meganmesserly/status/1134583405566279680
[1] https://ppact.io/2KwpN1S
[1] https://kamalaharris.org/repro-rights/
[1] https://twitter.com/mindimessmer4nh/status/1137335266849542144
[1] https://twitter.com/PPFA/status/1133390639511625729
[1] https://act.plannedparenthoodaction.org/events
[1] https://www.congress.gov/bill/116th-congress/senate-bill/758/text
[1] https://twitter.com/KamalaHarris/status/1136320875102429184
[1] https://twitter.com/DoverNHDems/status/1137322471915495425
[1] https://link.medium.com/5EgXjRHATW

Top URLs in Tweet in G5:
[2] http://informationm.me/mainkuchbhikarsaktihoon
[1] http://www.unfpa.org/SWOP
[1] https://www.cbc.ca/news/politics/trudeau-pledges-abortion-funding-1.5161891
[1] https://populationmatters.org/news/2019/06/07/trumps-global-gag-rule-killing-people
[1] https://twitter.com/vivianonano/status/1136738951119507456
[1] https://reproductive-health-journal.biomedcentral.com/articles/10.1186/s12978-019-0709-6?utm_source=Global+Health+NOW+Main+List&utm_campaign=e2df491eb5-EMAIL_CAMPAIGN_2019_06_04_12_53&utm_medium=email&utm_term=0_8d0d062dbd-e2df491eb5-2980745
[1] https://www.unaids.org/en/resources/presscentre/featurestories/2019/june/20190605_adolescents
[1] https://www.bmj.com/content/365/bmj.l4107
[1] https://twitter.com/fr_hossain/status/877605335867023361
[1] http://bit.ly/319zGIt

Top URLs in Tweet in G6:
[1] https://www.bmj.com/content/365/bmj.l4107?utm_source=twitter&utm_medium=hootsuite&utm_term=&utm_content=&utm_campaign=editors
[1] https://www.allure.com/story/endometriosis-misdiagnosis-marginalized-women-and-medicine-experience

Top URLs in Tweet in G7:
[3] https://www.kff.org/womens-health-policy/poll-finding/kff-poll-public-opinion-and-knowledge-on-reproductive-health-policy/
[1] https://www.usatoday.com/in-depth/news/nation/2019/05/15/abortion-law-map-interactive-roe-v-wade-heartbeat-bills-pro-life-pro-choice-alabama-ohio-georgia/3678225002/
[1] https://www.guttmacher.org/article/2018/12/gains-insurance-coverage-reproductive-age-women-crossroads
[1] https://www.guttmacher.org/article/2019/06/illinois-steps-other-states-decimate-abortion-rights
[1] https://www.guttmacher.org/article/2019/03/title-x-under-attack-our-comprehensive-guide
[1] https://www.wbur.org/cognoscenti/2019/06/06/transgender-reproductive-health-mason-dunn?fbclid=IwAR0lh2YGZ8WUopoWsbU_T5xEf70sMtmrTgnXOWNjPGYuh1C3UzivwaaXygw
[1] https://action.aclu.org/send-message/defend-abortion-access-all?ms_aff=NAT&initms_aff=NAT&ms=190607_reproductivefreedom_whpa_feature&initms=190607_reproductivefreedom_whpa_feature&ms_chan=web&initms_chan=web

Top URLs in Tweet in G8:
[1] https://www.acponline.org/advocacy/acp-advocate/archive/june-7-2019/acp-decries-new-laws-limiting-access-to-reproductive-services-as-harmful-to-doctor-patient?utm_source=twitter&utm_medium=tweet&utm_campaign=lwtwitter&utm_term=.&utm_content=acp-june19
[1] https://www.acponline.org/advocacy/acp-advocate/archive/june-7-2019/acp-decries-new-laws-limiting-access-to-reproductive-services-as-harmful-to-doctor-patient?utm_source=twitter&utm_medium=social&utm_term=&utm_content=advocate&utm_campaign=advocacy

Top URLs in Tweet in G9:
[3] https://wearyourvoicemag.com/news-politics/prison-abolition-reproductive-care
[1] http://unfpa.org/swop
[1] https://www.who.int/news-room/events/detail/2019/06/03/default-calendar/women-deliver-2019-conference
[1] https://thewomanproject.org/pledge
[1] https://twitter.com/kylegriffin1/status/1137381267283075073
[1] https://lookupnow.home.blog/2019/06/08/busy-philipps-testifies-before-congress-on-abortion-and-threats-to-reproductive-rights/

Top URLs in Tweet in G10:
[2] https://www.who.int/news-room/events/detail/2019/06/03/default-calendar/women-deliver-2019-conference
[1] https://twitter.com/bmj_latest/status/1137072033160990720
[1] https://www.who.int/en/news-room/fact-sheets/detail/family-planning-contraception
[1] https://twitter.com/bmj_latest/status/1136968570775228417

Top Domains
Top Domains in Tweet in Entire Graph:
[127] twitter.com
[27] wbur.org
[20] bnd.com
[19] globalcitizen.org
[14] nirhealth.org
[12] wearyourvoicemag.com
[11] cbc.ca
[10] co.uk
[8] bit.ly
[7] pres5.com

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

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

Top Domains in Tweet in G3:
[59] twitter.com
[19] globalcitizen.org
[14] bnd.com
[7] co.uk
[7] wbur.org
[7] pres5.com
[4] washingtonpost.com
[3] instagram.com
[3] euroscicon.com
[3] wearyourvoicemag.com

Top Domains in Tweet in G4:
[5] twitter.com
[1] ppact.io
[1] kamalaharris.org
[1] plannedparenthoodaction.org
[1] congress.gov
[1] medium.com

Top Domains in Tweet in G5:
[4] twitter.com
[2] bit.ly
[2] informationm.me
[1] unfpa.org
[1] cbc.ca
[1] populationmatters.org
[1] biomedcentral.com
[1] unaids.org
[1] bmj.com
[1] thestar.com

Top Domains in Tweet in G6:
[1] bmj.com
[1] allure.com

Top Domains in Tweet in G7:
[3] guttmacher.org
[3] kff.org
[1] usatoday.com
[1] wbur.org
[1] aclu.org

Top Domains in Tweet in G8:
[2] acponline.org

Top Domains in Tweet in G9:
[3] wearyourvoicemag.com
[1] unfpa.org
[1] who.int
[1] thewomanproject.org
[1] twitter.com
[1] home.blog

Top Domains in Tweet in G10:
[3] who.int
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[95] wd2019
[60] women
[37] dyk
[35] hysterectomy
[35] transgender
[30] srhr
[28] icpd25
[27] vancouver
[21] menforchoice
[19] stopthebans



Top Hashtags in Tweet in G2:
[2] nationalemergency

Top Hashtags in Tweet in G3:
[6] globalcitizen
[5] womenshealth
[4] reproductivehealth
[4] reproductive
[3] wd2019
[3] gynecology
[3] srhr
[3] unfpa
[3] jobs
[3] maternalmortality

Top Hashtags in Tweet in G4:
[5] stopthebans
[2] emergencyresponse
[2] nhpolitics
[1] electionsmatter
[1] menforchoice
[1] hydeamendment
[1] townhall

Top Hashtags in Tweet in G5:
[67] wd2019
[31] women
[27] icpd25
[26] vancouver
[14] srhr
[13] youth
[11] reproductive
[7] yemen
[5] hadramout
[5] shabwa

Top Hashtags in Tweet in G6:
[1] wd2019

Top Hashtags in Tweet in G7:
[7] gratefulforgriswold
[4] hydeamendment
[3] stopthebans
[1] eachwoman
[1] emergencyresponse
[1] titlex
[1] passtherha
[1] abortionnotjustacissue
[1] familyplanning
[1] savetitlex

Top Hashtags in Tweet in G8:
[2] stopthebans
[2] blexit
[2] maga
[2] trump
[2] walkawayfromdemocrats
[1] gratefulforgriswold

Top Hashtags in Tweet in G9:
[2] unfinishedbusiness
[1] standup4humanrights
[1] genderequality
[1] healthforall
[1] wd2019
[1] passtherpa
[1] pvdfest
[1] repro4ri
[1] women
[1] health

Top Hashtags in Tweet in G10:
[37] dyk
[17] healthforall
[4] teamwork
[4] wd2019
[3] contraceptive
[2] uhc
[2] srhr
[2] stis
[1] team
[1] teambuilding

Top Words
Top Words in Tweet in Entire Graph:
[3636] Words in Sentiment List#1: Positive
[2834] Words in Sentiment List#2: Negative
[22] Words in Sentiment List#3: Angry/Violent
[122810] Non-categorized Words
[129280] Total Words
[3545] health
[2509] sexual
[2325] reproductive
[2289] women's
[1237] services

Top Words in Tweet in G1:
[2133] women's
[1067] health
[1067] free
[1066] hello
[1066] ph
[1066] mutuals
[1066] likhaan
[1066] center
[1066] tayo
[1066] na

Top Words in Tweet in G2:
[972] state
[971] maddowblog
[970] patients
[969] ask
[969] subject
[969] themselves
[969] sanctioned
[969] essentially
[969] sexual
[969] assault

Top Words in Tweet in G3:
[309] health
[296] reproductive
[108] women
[64] s
[60] care
[59] sexual
[49] rights
[46] abortion
[31] access
[30] people

Top Words in Tweet in G4:
[217] reproductive
[200] care
[199] health
[142] kamalaharris
[141] access
[118] hyde
[110] much
[110] repeal
[109] woman's
[109] based

Top Words in Tweet in G5:
[113] health
[88] reproductive
[83] sexual
[59] womendeliver
[58] women
[47] rights
[41] s
[41] #wd2019
[31] #women
[30] unfpa

Top Words in Tweet in G6:
[136] s
[134] survey
[134] 1
[134] 2
[134] million
[134] women
[134] more
[134] half
[134] world
[134] countries

Top Words in Tweet in G7:
[86] health
[85] reproductive
[81] access
[66] repbarbaralee
[54] care
[41] griswold
[40] woman
[39] make
[38] comprehensive
[38] much

Top Words in Tweet in G8:
[109] reproductive
[91] senfeinstein
[85] women
[84] v
[83] griswold
[82] s
[82] rights
[82] connecticut
[81] fifty
[81] four

Top Words in Tweet in G9:
[90] health
[89] reproductive
[64] abortion
[63] care
[62] right
[39] aclu
[37] including
[36] illinois
[35] breaking
[35] passed

Top Words in Tweet in G10:
[95] health
[58] reproductive
[37] whowpro
[37] #dyk
[37] unsafe
[37] food
[37] give
[37] cause
[37] cancer
[37] affect

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1836] reproductive,health
[1093] women's,health
[1066] hello,ph
[1066] ph,mutuals
[1066] mutuals,likhaan
[1066] likhaan,center
[1066] center,women's
[1066] health,tayo
[1066] tayo,na
[1066] na,nago

Top Word Pairs in Tweet in G1:
[1067] women's,health
[1066] hello,ph
[1066] ph,mutuals
[1066] mutuals,likhaan
[1066] likhaan,center
[1066] center,women's
[1066] health,tayo
[1066] tayo,na
[1066] na,nago
[1066] nago,offer

Top Word Pairs in Tweet in G2:
[969] ask,patients
[969] patients,subject
[969] subject,themselves
[969] themselves,state
[969] state,sanctioned
[969] sanctioned,essentially
[969] essentially,sexual
[969] sexual,assault
[968] maddowblog,ask
[8] reproductive,health

Top Word Pairs in Tweet in G3:
[230] reproductive,health
[49] sexual,reproductive
[43] health,care
[32] women,s
[20] health,rights
[20] health,act
[18] reproductive,rights
[18] s,reproductive
[16] health,services
[16] health,reproductive

Top Word Pairs in Tweet in G4:
[187] reproductive,health
[178] health,care
[130] access,reproductive
[109] woman's,access
[109] care,based
[109] based,much
[109] much,money
[109] money,repeal
[109] repeal,hyde
[108] kamalaharris,woman's

Top Word Pairs in Tweet in G5:
[81] reproductive,health
[60] sexual,reproductive
[28] health,rights
[26] congratulations,womendeliver
[26] womendeliver,##wd2019
[26] ##wd2019,#vancouver
[26] #vancouver,another
[26] another,outstanding
[26] outstanding,gathering
[26] gathering,#women

Top Word Pairs in Tweet in G6:
[134] survey,1
[134] 1,2
[134] 2,million
[134] million,women
[134] women,more
[134] more,half
[134] half,world
[134] world,s
[134] s,countries
[134] countries,found

Top Word Pairs in Tweet in G7:
[79] reproductive,health
[53] health,care
[38] access,comprehensive
[38] comprehensive,reproductive
[36] woman,deserves
[36] deserves,access
[36] care,regardless
[36] regardless,much
[36] much,make
[36] griswold,v

Top Word Pairs in Tweet in G8:
[83] griswold,v
[82] v,connecticut
[81] fifty,four
[81] four,years
[81] years,ago
[81] ago,supreme
[81] supreme,court
[81] court,laid
[81] laid,foundation
[81] foundation,women

Top Word Pairs in Tweet in G9:
[63] health,care
[58] reproductive,health
[35] breaking,illinois
[35] illinois,passed
[35] passed,law
[35] law,recognizes
[35] recognizes,reproductive
[35] care,including
[35] including,abortion
[35] abortion,fundamental

Top Word Pairs in Tweet in G10:
[51] reproductive,health
[37] #dyk,unsafe
[37] unsafe,food
[37] food,give
[37] give,cause
[37] cause,cancer
[37] cancer,affect
[37] affect,reproductive
[37] health,immune
[37] immune,system

Top Replied-To
Top Replied-To in Entire Graph:
@aoc
@senschumer
@senfeinstein
@kamalaharris
@rumperford
@zerlinamaxwell
@therynheart
@thedemocrats
@dadofthedecade
@rufusmca

Top Replied-To in G2:
@maddowblog
@katyturnbc
@steamboater

Top Replied-To in G3:
@euroscicon
@eurosciconevent

Top Replied-To in G4:
@kamalaharris
@jewel_patriot
@sendavidwatters
@mindimessmer4nh

Top Replied-To in G5:
@unyouthenvoy
@gaucoin13
@unfpa
@pfi3
@cbckatie
@siwi_water

Top Replied-To in G7:
@perandelius

Top Replied-To in G8:
@senfeinstein
@drleanawen

Top Replied-To in G9:
@profmmurray
@hegemommy
@aclu
@_ashleybratcher

Top Replied-To in G10:
@who

Top Mentioned
Top Mentioned in Entire Graph:
@keisavellano
@maddowblog
@bmj_latest
@kamalaharris
@senfeinstein
@thedemocrats
@repbarbaralee
@womendeliver
@kayajones
@ppfa

Top Mentioned in G1:
@keisavellano

Top Mentioned in G2:
@maddowblog
@malcolmnance
@katyturnbc
@vickiringer
@mishasmolecules

Top Mentioned in G3:
@cehurduganda
@id4d
@bldrwomenhealth
@doctorama
@pairsonnalitesa
@drcalexanderfer
@alexandrawyble
@cam_bio

Top Mentioned in G4:
@kamalaharris
@womensmarch
@ppnhaf
@jewel_patriot
@m_malindo
@juliancastro
@ppact
@corybooker
@petebuttigieg
@nhdems

Top Mentioned in G5:
@womendeliver
@unfpa
@helenclarknz
@justintrudeau
@unfpamali
@globalspotlight
@unf
@intlwomen
@unfpauganda
@reachahand

Top Mentioned in G6:
@bmj_latest
@wraglobal
@womendeliver
@zosiamk
@endowhat

Top Mentioned in G7:
@repbarbaralee
@guttmacher
@thetinavasquez
@urge_org
@maddowblog
@rosadelauro
@repadams
@kaiserfamfound
@aclujocelyn
@ka

Top Mentioned in G8:
@senfeinstein
@drleanawen
@acpinternists
@maddowblog
@repbarbaralee
@nc_governor
@joshstein_
@ppact
@jenjen51481603
@kat_chas

Top Mentioned in G9:
@aclu
@hegemommy
@abortionfunds
@womanprojecthq
@hsbuckles
@ya
@busyphilipps
@maddowblog
@yamyan
@drtedros

Top Mentioned in G10:
@whowpro
@who
@dominiquehyde
@kinzyomalley
@whoafro
@bmj_latest
@figohq
@drveronicamagar
@drnonosimelela
@un

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@tomthunkitsmind
@pairsonnalitesa
@lennaleprena
@ilnewsnetwork
@markhigbee
@prpnews
@bannerite
@phillip92321
@sherrilee7

Top Tweeters in G1:
@truman_belle
@coupjjeu
@iramariano
@bloodbuzzing
@mainvocalistss
@cantarelluh
@stillfrancesca
@keffy
@staennis
@thranduilien

Top Tweeters in G2:
@phillip92321
@epaulnet
@lindacollins11
@79topper
@mmwlawtaos1
@morgfair
@bad_woof
@penneyewart
@fol2009
@greenbiotechie

Top Tweeters in G3:
@occuworld
@pairsonnalitesa
@ilnewsnetwork
@prpnews
@ecointernetdrgb
@jakehargisbooks
@illinews
@drturpin
@parkerchuks
@ilconnected

Top Tweeters in G4:
@keepcalmresist
@axxisonmargaret
@freeandclear1
@jdrch
@taschbluvoter
@m_malindo
@100concerned
@heroesofmine
@sexyjohnstofko
@chairmanbuckley

Top Tweeters in G5:
@nbstv
@shauncoffey
@sarahludford
@vincentcoyle1
@gaucoin13
@helenclarknz
@nursingdean
@meralhece
@cbckatie
@horsnorme4real

Top Tweeters in G6:
@alyaagad
@jasperklapwijk
@drmel_t
@jennythem
@denniskendel
@emranswers
@bmj_latest
@evanteijlingen
@maritahennessy
@cmkhealthatwork

Top Tweeters in G7:
@moniselseward
@geegeebythesea
@groovesdc
@anony_mia
@craigjo80374965
@grracy
@alanpdx
@tapati
@avocams
@antseattle

Top Tweeters in G8:
@sherrilee7
@airlift1300
@annh1958
@all100senators
@garden4u_wa
@stunnedvoter
@vfw_vet
@waggles111
@rleas
@princessmom122

Top Tweeters in G9:
@janniaragon
@bobbyo1967
@mishalawless
@jmflatham
@hegemommy
@junehandmaid
@andrea30656
@mia4jah
@ya
@morgmeneshets

Top Tweeters in G10:
@marthadavid1237
@jackiec1989
@genius_play_u
@un
@martinegayon
@gameing
@msbrendacolvin
@padozki
@who
@awakenwholeness