Reproductive health, Twitter, 10/19/2020 3:46:29 AM, 238195


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Reproductive health_2020-10-18_20-24-42.xlsx
Reproductive health_2020-10-18_20-24-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 19, 2020
Short Description:
Reproductive health via NodeXL https://bit.ly/3oet5Z0
@senschumer
@senkamalaharris
@srhrforall
@kristinminkdc
@ciaspygirl
@srhmjournal
@indivisibleteam
@abbieyoukilis
@bannerite
@ipasorg

Top hashtags:
#covid19
#democratparty
#popefrancis
#globaleducationpact
#prep

Description:
Description
The graph represents a network of 7,823 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, 19 October 2020 at 03:29 UTC.

The requested start date was Monday, 19 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 11-hour, 31-minute period from Wednesday, 14 October 2020 at 21:49 UTC to Saturday, 17 October 2020 at 09:21 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 : 7823
Unique Edges : 2642
Edges With Duplicates : 13305
Total Edges : 15947
Number of Edge Types : 5
Tweet : 683
Retweet : 6350
MentionsInRetweet : 7400
Mentions : 1156
Replies to : 358
Self-Loops : 705
Reciprocated Vertex Pair Ratio : 0.0155856611917036
Reciprocated Edge Ratio : 0.0306929524259237
Connected Components : 755
Single-Vertex Connected Components : 297
Maximum Vertices in a Connected Component : 5152
Maximum Edges in a Connected Component : 11818
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.555463
Graph Density : 0.000138434246086377
Modularity : 0.520797
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,823 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, 19 October 2020 at 03:29 UTC.

The requested start date was Monday, 19 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 11-hour, 31-minute period from Wednesday, 14 October 2020 at 21:49 UTC to Saturday, 17 October 2020 at 09:21 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:
[70] https://www.graciarainafoundation.com/press
[31] https://twitter.com/shanegoldmacher/status/1316904872239898626
[11] https://www.thenewhumanitarian.org/opinion/2020/10/15/US-abortion-sexual-reproductive-health-aid
[4] https://techcrunch.com/2020/10/14/twentyeight-health-is-a-telemedicine-company-expanding-access-to-womens-health-and-reproductive-care/
[4] https://www.thenewhumanitarian.org/opinion/2020/10/15/US-abortion-sexual-reproductive-health-aid?utm_source=dlvr.it&utm_medium=twitter
[4] https://twitter.com/realDonaldTrump/status/1316596552757063680
[3] https://www.fairobserver.com/more/global_change/lynda-gilby-trump-administration-womens-reproductive-rights-amy-coney-barrett-global-health-news-14266/
[3] https://www.newsecuritybeat.org/2020/10/state-sexual-reproductive-health-rights-conversation-dr-zara-ahmed/
[3] https://www.masquesalud.es/ivf-life-fusiona-reproductive-health-group-medicina-reproductiva/
[3] https://nursingclio.org/2020/10/14/what-about-mens-reproductive-health/

Top URLs in Tweet in G1:
[1] https://apnews.com/article/0f7a20695598c1375cf18a20b1a273d9

Top URLs in Tweet in G3:
[3] https://www.thenewhumanitarian.org/opinion/2020/10/15/US-abortion-sexual-reproductive-health-aid?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/citypages/status/1316502806317199360
[2] https://www.newsecuritybeat.org/2020/10/state-sexual-reproductive-health-rights-conversation-dr-zara-ahmed/
[2] https://twitter.com/thehill/status/1316702380193390592
[2] https://twitter.com/realDonaldTrump/status/1316596552757063680
[2] https://www.thenewhumanitarian.org/opinion/2020/10/15/US-abortion-sexual-reproductive-health-aid
[1] https://twitter.com/vanitaguptacr/status/1316488510115917826
[1] https://www.complete-obgyn.com/services/annual-well-woman-exam?utm_source=social&utm_medium=social&utm_campaign=smades
[1] https://www.themoscowtimes.com/2019/09/25/russia-us-team-up-against-abortion-at-un-a67434
[1] https://twitter.com/SenSchumer/status/1316424123489423360

Top URLs in Tweet in G6:
[1] https://www.ajc.com/news/nation-world/barrett-hearings-continue-with-nominee-facing-senators-on-health-care-legal-precedent/WX52RLXX6FG3ZOQQGUROLUIOUI/
[1] https://www.aclu.org/ourvoteourfight
[1] https://www.nationalpartnership.org/our-work/resources/repro/attacks-on-health-care-coverage-are-attacks-on-reproductive-justice-for-women-of-color.pdf

Top URLs in Tweet in G7:
[2] https://www.psi.org/project/self-care/igniting-a-self-care-movement-for-sexual-and-reproductive-health/
[1] https://www.un.org/en/awake-at-night/S3-E10-the-power-of-women-to-make-change
[1] https://uganda.unfpa.org/en/news/ministry-gender-launches-mobile-app-strengthen-reporting-sexual-violence-and-dissemination?utm_content=142655278&utm_medium=social&utm_source=twitter&hss_channel=tw-47503130
[1] https://www.ghspjournal.org/content/early/2020/10/08/GHSP-D-20-00097?utm_content=142335981&utm_medium=social&utm_source=twitter&hss_channel=tw-47503130
[1] https://mozambique.unfpa.org/en/publications/unfpa-mozambique%C2%B4s-2019-annual-report-youth-dividend
[1] https://twitter.com/UNFPA/status/1316725892044009472
[1] https://www.devex.com/news/surging-violence-in-burkina-faso-threatens-women-s-access-to-health-care-98291
[1] https://twitter.com/MarieStopesEth/status/1316441982672216064
[1] http://www.mewc.org/index.php/blog-main/reproductive-health-a-hivaids/11479-burkina-faso-surging-violence-in-burkina-faso-threatens-women-s-access-to-health-care
[1] http://www.mewc.org/index.php/blog-main/reproductive-health-a-hivaids/11478-malawi-chiefs-back-abortion-bill-urge-malawi-mps-to-pass-law-on-termination-of-pregnancy

Top URLs in Tweet in G8:
[1] https://twitter.com/Latinos4PP/status/1316461339431313411

Top Domains
Top Domains in Tweet in Entire Graph:
[190] twitter.com
[70] graciarainafoundation.com
[31] thenewhumanitarian.org
[12] alleywatch.com
[8] youtube.com
[8] cnn.com
[8] unfpa.org
[7] trib.al
[7] bmj.com
[7] msmagazine.com

Top Domains in Tweet in G1:
[1] apnews.com

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

Top Domains in Tweet in G3:
[51] twitter.com
[6] linkedin.com
[6] thenewhumanitarian.org
[5] google.com
[5] tciurbanhealth.org
[4] co.ke
[3] zoom.us
[3] youtube.com
[3] sciencedaily.com
[3] trib.al

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[1] indivisible.org
[1] ajc.com
[1] aclu.org
[1] nationalpartnership.org

Top Domains in Tweet in G7:
[7] unfpa.org
[2] twitter.com
[2] mewc.org
[2] psi.org
[1] clubofmozambique.com
[1] un.org
[1] ghspjournal.org
[1] devex.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] plannedparenthoodaction.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[108] covid19
[90] democratparty
[73] popefrancis
[73] globaleducationpact
[56] prep
[54] istandwithrosieduffield
[53] health
[49] whoacademy
[33] nenanabinti
[27] srhr



Top Hashtags in Tweet in G1:
[1] aca

Top Hashtags in Tweet in G2:
[3] whatsatstake
[1] dayofthegirl
[1] generationequality

Top Hashtags in Tweet in G3:
[7] reproductivehealth
[5] womenshealth
[4] girlsgetequal
[4] maternalmortality
[4] sdt037
[3] idg2020
[3] iddr
[3] addm
[3] pfas
[3] blockbarrett

Top Hashtags in Tweet in G6:
[2] blockbarrett
[1] bidentownhall
[1] gapol
[1] ourvoteourfight
[1] wedissent

Top Hashtags in Tweet in G7:
[39] covid19
[5] raisethemic
[4] health
[4] selfcare4srhr
[3] nairobisummit
[3] whatsnext4women
[3] burkinafaso
[3] uganda
[3] eugirlsweek
[2] icpd25

Top Hashtags in Tweet in G8:
[13] ny24
[3] scotus
[1] wedecide2020
[1] wedissent
[1] bidentownhall
[1] allrise

Top Hashtags in Tweet in G10:
[1] blockbarrett
[1] wedissent

Top Words
Top Words in Tweet in Entire Graph:
[4069] health
[3441] reproductive
[3311] rights
[2104] vote
[1809] women
[1407] care
[1203] barrett
[1144] amy
[1133] coney
[1127] trump

Top Words in Tweet in G1:
[829] senkamalaharris
[824] women
[822] allowing
[822] trump
[822] determine
[822] fills
[822] seat
[822] ruth
[822] bader
[822] ginsburg

Top Words in Tweet in G2:
[1660] vote
[861] judge
[861] barrett
[834] record
[834] clearly
[834] shows
[834] strike
[834] down
[834] aca
[830] senschumer

Top Words in Tweet in G3:
[354] health
[319] reproductive
[90] care
[81] rights
[73] women
[62] sexual
[54] access
[33] abortion
[30] people
[29] services

Top Words in Tweet in G4:
[290] good
[290] moms
[290] don
[290] sell
[290] children
[290] right
[290] life
[290] free
[290] gun
[290] violence

Top Words in Tweet in G5:
[538] rights
[268] hell
[268] lose
[268] clears
[268] throat
[268] job
[268] health
[268] reproductive
[268] friends
[267] ciaspygirl

Top Words in Tweet in G6:
[242] reproductive
[228] rights
[214] roe
[213] indivisibleteam
[212] need
[212] president
[212] wade
[211] appoint
[211] qualified
[211] judges

Top Words in Tweet in G7:
[184] health
[170] reproductive
[153] sexual
[97] access
[76] healthcare
[75] atayeshe
[72] women
[72] many
[71] right
[70] human

Top Words in Tweet in G8:
[350] rights
[162] ppact
[138] health
[115] president
[114] care
[112] lgbtq
[111] immigrant
[111] voting
[110] cares
[110] climate

Top Words in Tweet in G9:
[168] vote
[165] trump
[162] more
[160] excited
[160] voting
[160] joe
[160] biden
[160] kamla
[160] harris
[160] voted

Top Words in Tweet in G10:
[278] confirmed
[145] amy
[145] coney
[145] barrett
[140] opinion
[139] anything
[139] until
[139] once
[138] teesa_michele
[138] immed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2057] reproductive,health
[1247] health,care
[1133] amy,coney
[1079] coney,barrett
[888] strike,down
[887] barrett,record
[886] record,clearly
[886] clearly,shows
[886] shows,vote
[886] vote,strike

Top Word Pairs in Tweet in G1:
[822] allowing,trump
[822] trump,determine
[822] determine,fills
[822] fills,seat
[822] seat,ruth
[822] ruth,bader
[822] bader,ginsburg
[822] ginsburg,champion
[822] champion,women
[822] women,rights

Top Word Pairs in Tweet in G2:
[834] barrett,record
[834] record,clearly
[834] clearly,shows
[834] shows,vote
[834] vote,strike
[834] strike,down
[834] down,aca
[821] aca,overturn
[821] overturn,roe
[817] senschumer,judge

Top Word Pairs in Tweet in G3:
[214] reproductive,health
[62] health,care
[49] sexual,reproductive
[35] reproductive,rights
[17] health,rights
[14] women's,reproductive
[13] amy,coney
[12] coney,barrett
[12] women,reproductive
[12] health,reproductive

Top Word Pairs in Tweet in G4:
[290] good,moms
[290] moms,don
[290] don,sell
[290] sell,children
[290] children,right
[290] right,life
[290] life,free
[290] free,gun
[290] gun,violence
[290] violence,health

Top Word Pairs in Tweet in G5:
[268] hell,lose
[268] lose,clears
[268] clears,throat
[268] throat,job
[268] job,health
[268] health,rights
[268] rights,reproductive
[268] reproductive,rights
[268] rights,friends
[267] ciaspygirl,hell

Top Word Pairs in Tweet in G6:
[218] reproductive,rights
[212] roe,wade
[211] need,president
[211] president,appoint
[211] appoint,qualified
[211] qualified,judges
[211] judges,uphold
[211] uphold,reproductive
[211] rights,under
[211] under,roe

Top Word Pairs in Tweet in G7:
[162] reproductive,health
[149] sexual,reproductive
[85] access,sexual
[70] health,human
[69] human,right
[69] right,distant
[69] distant,healthcare
[69] healthcare,facilities
[69] facilities,major
[69] major,barrier

Top Word Pairs in Tweet in G8:
[114] health,care
[112] lgbtq,rights
[111] rights,immigrant
[111] immigrant,rights
[111] voting,rights
[110] president,cares
[110] cares,voting
[110] rights,lgbtq
[110] rights,climate
[110] climate,change

Top Word Pairs in Tweet in G9:
[160] more,excited
[160] excited,voting
[160] voting,joe
[160] joe,biden
[160] biden,kamla
[160] kamla,harris
[160] harris,voted
[160] voted,donald
[160] donald,trump
[160] trump,mike

Top Word Pairs in Tweet in G10:
[145] amy,coney
[145] coney,barrett
[139] barrett,opinion
[139] opinion,anything
[139] anything,until
[139] until,confirmed
[139] confirmed,once
[139] once,confirmed
[138] teesa_michele,amy
[138] confirmed,immed

Top Replied-To
Top Replied-To in Entire Graph:
@lukewil20284164
@realdonaldtrump
@senkamalaharris
@a_silent_child
@worldbank
@jayinslee
@bigskybabs
@marshablackburn
@kayleighmcenany
@zamara_fdn

Top Replied-To in G1:
@senkamalaharris
@coachj_man

Top Replied-To in G6:
@schematiclife
@wendal88

Top Replied-To in G7:
@worldbank
@atayeshe

Top Replied-To in G8:
@ppact

Top Replied-To in G9:
@bishopoliveto
@thetetonway
@jennyjoruns
@sentinasmith

Top Replied-To in G10:
@just_myname
@nycsouthpaw

Top Mentioned
Top Mentioned in Entire Graph:
@senschumer
@senkamalaharris
@abbieyoukilis
@ciaspygirl
@indivisibleteam
@ppact
@davidmweissman
@teesa_michele
@kristinminkdc
@jayinslee

Top Mentioned in G1:
@senkamalaharris
@senschumer
@pramilajayapal
@melissachristyn
@emilyslist
@mbdigital001
@bloombergtv
@senamyklobuchar

Top Mentioned in G2:
@senschumer
@senkamalaharris
@unwomenmalawi

Top Mentioned in G3:
@thecurvyrn_
@healthonelabs
@olikoyeo
@yashagzambia
@alicanteplaza
@pairsonnalitesn
@waconzy

Top Mentioned in G4:
@abbieyoukilis
@senschumer
@senkamalaharris

Top Mentioned in G5:
@ciaspygirl
@senschumer
@senkamalaharris

Top Mentioned in G6:
@indivisibleteam
@georgiademocrat
@sheri_scary
@agbecerra
@abbieyoukilis
@senschumer
@acluofcolorado
@petebuttigieg
@joebiden
@senkamalaharris

Top Mentioned in G7:
@atayeshe
@unfpa
@canadadev
@d
@unfpaasia
@hpfsouthsudan
@worldbank
@unfpanigeria
@bjogtweets
@psiimpact

Top Mentioned in G8:
@ppact
@latinos4pp
@votolatino
@indivisibleteam
@dickdurbin
@ppiaction
@dana_balter
@argent
@senkamalaharris

Top Mentioned in G9:
@davidmweissman
@senkamalaharris
@sentinasmith
@senschumer
@indivisibleteam
@abbieyoukilis
@katbaehr
@bishopoliveto
@reneephillips25
@ravmabay

Top Mentioned in G10:
@teesa_michele
@vivianleal123
@senschumer
@senkamalaharris
@davidmweissman
@abbieyoukilis
@ppact
@nycsouthpaw

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@pairsonnalitesu
@pairsonnalitesa
@solutioneer72
@chidambara09
@cloudwanderer3
@rjber15
@baarahk
@bannerite
@andyvermaut

Top Tweeters in G1:
@rhiles2760
@paulstewartii
@doodlebug0
@briangrnotabot
@kenjihuncho
@wechoosewisdom
@teetweetshere
@straitarrow10
@jjaazzee1
@downatthepound

Top Tweeters in G2:
@cloudwanderer3
@windmillcharger
@bmangh
@tinyboo49
@cberrl
@mstepczyk
@jayoung1892
@nancysknotslace
@magsmom7
@sandykalano

Top Tweeters in G3:
@pairsonnalitesu
@pairsonnalitesa
@andyvermaut
@schestowitz
@pairsonnalitesn
@dev_discourse
@politicallylib
@rezac1
@nakazawakei_bot
@minkahunter

Top Tweeters in G4:
@rosaselvagem93
@joetrader6
@scoobylady27
@sacourtreporter
@zekesgirl1959
@vibrantankles
@macchica26
@peteach65
@wordsofreason_1
@catinouye

Top Tweeters in G5:
@theresamax
@kimvie
@multijo1
@angelakrebs444
@jomajority
@iamjoetrudeau
@dvanhook822
@norsemndem
@bethlevin
@pdoubt

Top Tweeters in G6:
@didifrench
@bluedillygal
@ronpyke
@sheri_scary
@sfh2019
@4tybin
@o_moh9
@suepersists
@davaldod
@naestopaz

Top Tweeters in G7:
@marlenetica
@nomoreslaves
@bravosabre
@ladygrasha
@salhaj
@__runningrebel
@mashobane61
@hibowardere
@zaddyabdul
@bibi_soye

Top Tweeters in G8:
@lorisums
@msochubbard
@freespeak3
@kalichica12
@peacelovingrn
@srivlin
@john_chu
@audiobookmel
@sussrbr
@setthemf

Top Tweeters in G9:
@monicarivpin
@janesepmeier
@sharonsharonh10
@varda_friedman
@davidmweissman
@ninna721
@juliethewarrior
@kathy_levy
@patrickmajor56
@gillian_folmar

Top Tweeters in G10:
@actdontreact
@betsygervasi
@inglamwetrust
@aubadge
@ssmunsell
@gailbriggs8
@nycsouthpaw
@enidlogan
@badgersbane
@jpb1467


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