Reproductive health, Twitter, 11/21/2019 6:13:46 PM, 216952


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Reproductive health_2019-11-21_10-01-33.xlsx
Reproductive health_2019-11-21_10-01-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 21, 2019
Short Description:
Reproductive health via NodeXL http://bit.ly/2XEETGT
@berniesanders
@thedemocrats
@ppact
@joymcdmcdonald
@kristafrances
@kamalaharris
@reprorights
@democraticags
@reploisfrankel
@sawin_lonelle

Top hashtags:
#nairobisummit
#childbirth
#icpd25
#health
#econtwitter

Description:
Description
The graph represents a network of 5,241 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 Thursday, 21 November 2019 at 18:02 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 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 23-hour, 4-minute period from Monday, 18 November 2019 at 01:55 UTC to Tuesday, 19 November 2019 at 01:00 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 : 5241
Unique Edges : 5559
Edges With Duplicates : 60
Total Edges : 5619
Number of Edge Types : 3
Tweet : 163
Mentions : 5382
Replies to : 74
Self-Loops : 163
Reciprocated Vertex Pair Ratio : 0.00443213296398892
Reciprocated Edge Ratio : 0.00882515168229454
Connected Components : 214
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 4416
Maximum Edges in a Connected Component : 4712
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.953305
Graph Density : 0.000198049436984667
Modularity : 0.555945
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,241 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 Thursday, 21 November 2019 at 18:02 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 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 23-hour, 4-minute period from Monday, 18 November 2019 at 01:55 UTC to Tuesday, 19 November 2019 at 01:00 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".

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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://twitter.com/berniesanders/status/1196168129770147840
[5] https://truthout.org/articles/medicaid-tweak-might-offer-means-to-improve-us-reproductive-health/
[4] https://www.instagram.com/p/B4x55HBlnXN/?igshid=l0h56k5fbsbg
[4] https://orchid.toys/charity/
[4] https://thehill.com/blogs/congress-blog/foreign-policy/470869-us-must-lead-the-charge-on-global-reproductive-rights-not#.XdLEzHpxZUo.twitter
[3] https://www.instagram.com/p/B45Z-2HBpJ-/?igshid=1cjm0tfk9nix0
[3] https://www.srhralliance.or.ke/programme-manager-sexual-and-reproductive-health-and-rights-srhr/
[2] https://www.kff.org/report-section/beyond-the-numbers-access-to-reproductive-health-care-for-low-income-women-in-five-communities-overview/
[2] https://www.littler.com/publication-press/publication/new-york-state-bans-discrimination-based-reproductive-health-decision#.XdMrM3vJnOU.twitter
[2] https://www.devex.com/news/q-a-putting-feminism-back-into-reproductive-and-sexual-health-96028

Top URLs in Tweet in G1:
[1] https://twitter.com/BernieSanders/status/1196168129770147840
[1] https://twitter.com/berniesanders/status/1196168129770147840

Top URLs in Tweet in G3:
[2] https://www.essence.com/news/politics/black-women-voters-kamala-harris/
[1] https://twitter.com/CBSNews/status/1133388482037059584
[1] https://twitter.com/KamalaHarris/status/1196492021604769793

Top URLs in Tweet in G4:
[4] https://thehill.com/blogs/congress-blog/foreign-policy/470869-us-must-lead-the-charge-on-global-reproductive-rights-not#.XdLEzHpxZUo.twitter
[1] https://www.newsweek.com/united-states-objects-mention-sexual-reproductive-health-un-resolution-women-says-it-1468541
[1] https://www.unfpa.org/nairobi-summit-icpd25-pictures
[1] https://thehill.com/blogs/congress-blog/foreign-policy/470869-us-must-lead-the-charge-on-global-reproductive-rights-not
[1] https://www.nairobisummiticpd.org/IMarchFor
[1] https://www.theguardian.com/world/2019/apr/22/us-un-resolution-rape-weapon-of-war-veto
[1] http://nairobisummiticpd.org
[1] https://twitter.com/RepLoisFrankel/status/1196456642013016064
[1] https://bit.ly/2O66MU2
[1] https://www.devex.com/news/nairobi-summit-highlights-gaps-in-financing-on-reproductive-sexual-health-96035

Top URLs in Tweet in G5:
[2] http://istandwithpp.org
[1] https://ppact.io/33XOYB5
[1] https://twitter.com/DemocraticAGs/status/1196295736205422592
[1] https://twitter.com/PPact/status/1196397771978366978

Top URLs in Tweet in G6:
[1] https://twitter.com/sarahryanyeg/status/1196483266838052864
[1] https://twitter.com/SarahRyanYEG/status/1196483266838052864

Top URLs in Tweet in G7:
[4] https://www.instagram.com/p/B4x55HBlnXN/?igshid=l0h56k5fbsbg
[3] https://www.instagram.com/p/B45Z-2HBpJ-/?igshid=1cjm0tfk9nix0
[2] https://twitter.com/berniesanders/status/1196168129770147840
[2] https://www.devex.com/news/q-a-putting-feminism-back-into-reproductive-and-sexual-health-96028
[1] https://aecnewstoday.com/2019/indonesia-morning-news-for-november-18/
[1] http://watsupafrica.com/news/focus-on-human-reproductive-health-nairobi-summit-day-2/
[1] https://croakey.org/womens-health-conference-highlights-the-pervasive-toll-of-violence-and-reproductive-coercion/
[1] https://prestasi88.blogspot.com/2019/11/lomba-poster-fkm-ui-reproductive-health.html
[1] https://twitter.com/AndroIndrawan/status/1195965589442875392
[1] https://www.timesunion.com/news/article/Pro-Life-advocates-sue-state-over-Boss-Bill-14841983.php

Top URLs in Tweet in G8:
[1] https://www.npr.org/sections/health-shots/2019/11/18/741117422/for-supporters-of-abortion-access-troubling-trends-in-texas?utm_source=twitter.com&utm_medium=social&utm_campaign=morningedition&utm_term=nprnews&utm_content=2048
[1] https://twitter.com/naral/status/1195362361156284417

Top URLs in Tweet in G10:
[1] https://www.dawn.com/news/1516521/opposition-treasury-in-sindh-assembly-join-hands-to-pass-reproductive-healthcare-rights-law

Top Domains
Top Domains in Tweet in Entire Graph:
[31] twitter.com
[7] instagram.com
[5] thehill.com
[5] truthout.org
[4] orchid.toys
[4] littler.com
[4] co.uk
[4] nairobisummiticpd.org
[3] devex.com
[3] rewire.news

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G3:
[2] essence.com
[2] twitter.com

Top Domains in Tweet in G4:
[5] thehill.com
[2] nairobisummiticpd.org
[1] newsweek.com
[1] unfpa.org
[1] theguardian.com
[1] twitter.com
[1] bit.ly
[1] devex.com

Top Domains in Tweet in G5:
[2] istandwithpp.org
[2] twitter.com
[1] ppact.io

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[7] twitter.com
[7] instagram.com
[2] careerarc.com
[2] devex.com
[2] globalnews.ca
[1] aecnewstoday.com
[1] watsupafrica.com
[1] croakey.org
[1] blogspot.com
[1] timesunion.com

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

Top Domains in Tweet in G10:
[1] dawn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[41] nairobisummit
[30] childbirth
[30] icpd25
[10] health
[9] econtwitter
[9] ashecon2020
[7] scrc
[7] ivf
[7] beverlyhills
[7] baby



Top Hashtags in Tweet in G3:
[1] kamalaharris
[1] forthepeople

Top Hashtags in Tweet in G4:
[29] childbirth
[25] nairobisummit
[13] icpd25
[4] icpd
[4] maternalmortality
[4] unmetneed
[4] familyplanning
[4] fgm
[2] srhr
[2] health

Top Hashtags in Tweet in G5:
[2] standwithpp
[2] nogagule
[1] askaboutabortion
[1] demdebate
[1] wontbeerased
[1] bansoffmybody
[1] protectx

Top Hashtags in Tweet in G6:
[2] ableg
[1] yeg
[1] yyc

Top Hashtags in Tweet in G7:
[7] scrc
[7] ivf
[7] beverlyhills
[7] baby
[7] health
[5] reproductive
[5] women
[4] nairobisummit
[4] haldanzer
[3] icpd25

Top Hashtags in Tweet in G8:
[3] tx10

Top Words
Top Words in Tweet in Entire Graph:
[12709] Words in Sentiment List#1: Positive
[446] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[112161] Non-categorized Words
[125316] Total Words
[11375] care
[10727] right
[10722] human
[8303] health
[4232] reproductive

Top Words in Tweet in G1:
[10665] care
[10657] right
[10650] human
[7118] health
[3565] reproductive
[3564] berniesanders
[3552] dental
[3551] mental
[3547] w
[5] abortion

Top Words in Tweet in G2:
[438] care
[431] health
[418] rights
[417] ll
[417] fighting
[417] 2020
[417] affordable
[417] civil
[417] election
[417] security

Top Words in Tweet in G3:
[213] justice
[118] health
[114] kamalaharris
[109] care
[107] s
[105] make
[104] expected
[104] case
[104] best
[104] fit

Top Words in Tweet in G4:
[58] women
[44] health
[36] unfpa
[30] sexual
[30] reproductive
[30] helenclarknz
[30] advancing
[29] want
[29] see
[29] 300

Top Words in Tweet in G5:
[87] ppact
[84] democraticags
[53] general
[52] today
[51] reproductive
[50] announced
[50] candidate
[50] attorney
[50] support
[50] demonstrate

Top Words in Tweet in G6:
[182] s
[93] abortion
[91] area
[91] man
[91] shares
[91] wisdom
[91] seriously
[91] clear
[91] today
[91] meeting

Top Words in Tweet in G7:
[79] health
[76] reproductive
[19] sexual
[14] rights
[10] women
[9] care
[8] s
[8] t
[8] education
[8] new

Top Words in Tweet in G8:
[58] health
[55] reproductive
[48] naral
[46] freedom
[46] being
[46] make
[46] choices
[46] yourself
[46] one
[46] decide

Top Words in Tweet in G9:
[70] nothing
[35] men
[35] used
[35] abortion
[35] female
[35] reproductive
[35] health
[35] laws
[35] control
[35] women

Top Words in Tweet in G10:
[102] sindh
[35] reproductive
[35] rights
[34] congratulations
[34] read
[34] highlights
[34] healthcare
[34] law
[34] assembly
[33] gulalai_ismail

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10707] human,right
[10702] care,human
[7777] health,care
[3997] reproductive,health
[3577] mental,health
[3576] dental,care
[3568] berniesanders,dental
[3568] right,reproductive
[3566] right,mental
[3565] right,w

Top Word Pairs in Tweet in G1:
[10649] human,right
[10647] care,human
[7114] health,care
[3564] reproductive,health
[3551] dental,care
[3551] mental,health
[3550] berniesanders,dental
[3549] right,reproductive
[3548] right,mental
[3547] right,w

Top Word Pairs in Tweet in G2:
[431] health,care
[417] ll,fighting
[417] fighting,2020
[417] 2020,affordable
[417] affordable,health
[417] care,civil
[417] civil,rights
[417] rights,election
[417] election,security
[417] security,healthy

Top Word Pairs in Tweet in G3:
[109] health,care
[104] kamalaharris,expected
[104] expected,make
[104] make,case
[104] case,s
[104] s,best
[104] best,fit
[104] fit,address
[104] address,economic
[104] economic,justice

Top Word Pairs in Tweet in G4:
[29] want,see
[29] see,300
[29] 300,000
[29] 000,women
[29] women,year
[29] year,#childbirth
[29] #childbirth,helenclarknz
[29] helenclarknz,tells
[29] tells,committed
[29] committed,advancing

Top Word Pairs in Tweet in G5:
[50] today,democraticags
[50] democraticags,announced
[50] announced,candidate
[50] candidate,attorney
[50] attorney,general
[50] general,support
[50] support,demonstrate
[50] demonstrate,commitment
[49] ppact,today
[35] sexual,reproductive

Top Word Pairs in Tweet in G6:
[91] area,man
[91] man,shares
[91] shares,wisdom
[91] wisdom,abortion
[91] abortion,seriously
[91] seriously,s
[91] s,clear
[91] clear,today
[91] today,s
[91] s,meeting

Top Word Pairs in Tweet in G7:
[60] reproductive,health
[15] sexual,reproductive
[7] #scrc,#ivf
[6] health,rights
[5] health,care
[5] assisted,reproductive
[5] reproductive,technology
[4] health,decisions
[4] don,t
[4] ivf,#scrc

Top Word Pairs in Tweet in G8:
[46] reproductive,freedom
[46] freedom,being
[46] being,make
[46] make,choices
[46] choices,yourself
[46] yourself,one
[46] one,decide
[46] decide,personal
[46] personal,health
[46] health,decisions

Top Word Pairs in Tweet in G9:
[35] men,used
[35] used,abortion
[35] abortion,female
[35] female,reproductive
[35] reproductive,health
[35] health,laws
[35] laws,control
[35] control,women
[35] women,nothing
[35] nothing,more

Top Word Pairs in Tweet in G10:
[34] congratulations,sindh
[34] sindh,read
[34] read,highlights
[34] highlights,sindh
[34] sindh,reproductive
[34] reproductive,healthcare
[34] healthcare,rights
[34] rights,law
[34] law,sindh
[34] sindh,assembly

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@berniesanders
@thedemocrats
@kamalaharris
@janisirwin
@ppact
@democraticags
@kamalahq
@naral
@unfpa
@ofemmefatalez

Top Mentioned in G1:
@berniesanders
@itsonlywords

Top Mentioned in G2:
@thedemocrats
@berniesanders

Top Mentioned in G3:
@kamalaharris
@kamalahq
@kamalaforcali
@thepoliticalcat
@thedemocrats
@naral

Top Mentioned in G4:
@unfpa
@helenclarknz
@nairobisummit
@reploisfrankel
@un
@nationalnow
@reprorights
@drjengunter
@jacksonleetx18
@bethreads2much

Top Mentioned in G5:
@ppact
@democraticags
@ppfa
@kamalaharris
@berniesanders
@sarahmakena6
@reprorights
@thedemocrats
@cecilerichards
@yasminradjy

Top Mentioned in G6:
@janisirwin
@t8ntraynor

Top Mentioned in G7:
@aecnewstoday
@shannonaber
@cafesrhr
@lasgidinurse
@mantecawear

Top Mentioned in G8:
@naral
@erintothemax
@berniesanders
@morningedition
@shannon4texas

Top Mentioned in G9:
@ofemmefatalez

Top Mentioned in G10:
@gulalai_ismail

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@solutioneer72
@locuspolitikus
@rjber15
@roblwilson
@watsupafrica
@thepoliticalcat
@twitlertwit
@manmet80
@bannerite

Top Tweeters in G1:
@locuspolitikus
@roblwilson
@twitlertwit
@ericdemarylebon
@cheezwitham
@tottenbill
@anthonybourque
@castonchris
@silvrib
@golpenuncamais

Top Tweeters in G2:
@bannerite
@gregmroscoe
@pgrandee10
@kharyp
@gwydion620
@coton_luver
@reggiebub
@waterflowerm
@politeperson123
@themominatrixx

Top Tweeters in G3:
@thepoliticalcat
@manmet80
@sheiladecker19
@sophialamar1
@johangreg
@vlanghiari34
@nembotavy_0101
@betseybess
@nowin2613
@adamisalamb

Top Tweeters in G4:
@marthalynneowe1
@makintamie
@alienhumanqueen
@bravosabre
@potenspuella
@drjengunter
@dh_a_heller
@yusufbinuwa
@unhabitatyouth
@practicalvoter

Top Tweeters in G5:
@solutioneer72
@kristafrances
@mvwinall
@samy45
@dylanhunt2017
@kchernecky
@motherjones
@kskinnervan
@gelada413
@bassher

Top Tweeters in G6:
@frazzling
@suepeac
@suestroud
@emgfind
@dvanhook822
@anniegirl1138
@gmarie55
@ghostcatbce
@cailinaseirinn
@5gatos

Top Tweeters in G7:
@watsupafrica
@shannonaber
@hiv_insight
@wgrz
@katanakaiser
@satiristas
@coopesdetat
@aecnewstoday
@ring_sheryl
@tucapcon

Top Tweeters in G8:
@cabird6
@el1421
@fleurdeliselle
@rlas19
@cathrynlsmith1
@queer_spice
@natesparks130
@arthurandrews5
@tamlor1
@whitegumballs

Top Tweeters in G9:
@lehimesa
@windmillcharger
@kath2252
@stefsstuff
@jplau1
@humanwhohears
@bmatteau
@klhoughton
@lauratalbott
@winterspilar

Top Tweeters in G10:
@kaleriashraf
@kaleri_zaminppp
@kamranumark
@proudjiyala
@aqibsarwarppp
@meermurtazalg
@asifkhanppp
@munawaralyrind
@soomro2011ab
@ghulamalipyo


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