Reproductive health, Twitter, 5/15/2019 11:54:55 AM, 196906


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Reproductive health_2019-05-15_01-23-50.xlsx
Reproductive health_2019-05-15_01-23-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2019
Short Description:
Reproductive health via NodeXL http://bit.ly/2HpkQVj
@muellershewrote
@repjerrynadler
@corybooker
@farrahsafiakhan
@swimmerbr78
@scp58763
@jayinslee
@peterdaou
@alyssa_milano
@aclu

Top hashtags:
#mothersday
#srhr
#icpd25
#swop2019
#whatwewantwhatweneed
#sheisequal

Description:
Description
The graph represents a network of 5,584 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 Wednesday, 15 May 2019 at 08:25 UTC.

The requested start date was Monday, 13 May 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 1-day, 18-hour, 56-minute period from Saturday, 11 May 2019 at 05:04 UTC to Monday, 13 May 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 : 5584
Unique Edges : 6209
Edges With Duplicates : 331
Total Edges : 6540
Number of Edge Types : 3
Mentions : 5686
Tweet : 478
Replies to : 376
Self-Loops : 478
Reciprocated Vertex Pair Ratio : 0.00543478260869565
Reciprocated Edge Ratio : 0.0108108108108108
Connected Components : 546
Single-Vertex Connected Components : 200
Maximum Vertices in a Connected Component : 3121
Maximum Edges in a Connected Component : 3821
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.223207
Graph Density : 0.000189892874757438
Modularity : 0.885025
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://twitter.com/alyssa_milano/status/1127040792281767936
[5] https://www.globalcitizen.org/en/content/women-deliver-hp-maternal-health/
[4] https://twitter.com/Alyssa_Milano/status/1127040792281767936
[4] https://globalpressjournal.com/world/u-s-pulls-funding-plug-reproductive-health-providers-proceed/
[4] https://twitter.com/PSG_LSHTM/status/1126837039066959872
[4] https://www.weareplannedparenthood.org/onlineactions/19a1BpUaKEWbv5w-J8Js-w2?fbclid=IwAR22nvVTl2WvbNVmuwdqfJiY-q-f0GXLVoaJuxdQxf-Lk1ygrEbvInLHCtM
[3] https://www.weareplannedparenthoodaction.org/onlineactions/mbXnmhNEjkaPUzZonkWw5w2
[3] https://twitter.com/JoshGuyetteLive/status/1127266232691056640
[3] https://foreignpolicy.com/2019/04/23/united-nations-bid-end-sexual-violence-rape-support-survivors-spat-trump-administration-sexual-reproductive-health-dispute-abortion-internal-state-department-cable/
[3] https://medium.com/looking-beyond-2020/a-post-2020-imperative-help-boys-and-men-embrace-sexual-and-reproductive-health-and-rights-2e8718506440

Top URLs in Tweet in G1:
[1] https://twitter.com/ohiowomenswatch/status/1126526701511630848

Top URLs in Tweet in G2:
[1] https://www.nytimes.com/2019/05/09/health/state-abortion-laws.html

Top URLs in Tweet in G4:
[1] https://www.marieclaire.com/politics/a27409131/male-presidential-candidates-2020-reproductive-rights/

Top URLs in Tweet in G6:
[8] https://twitter.com/alyssa_milano/status/1127040792281767936
[3] https://twitter.com/Alyssa_Milano/status/1127040792281767936
[3] https://an24.net/2019/05/12/veteran-journalist-launch-reproductive-health-foundation-in-memory-of-late-sister/
[3] https://www.weareplannedparenthoodaction.org/onlineactions/mbXnmhNEjkaPUzZonkWw5w2
[2] https://gyngwinnett.com/blog/how-are-gynecological-procedures-performed
[2] https://www.washingtonpost.com/health/2019/05/11/could-miscarriages-land-women-jail-lets-clarify-these-georgia-alabama-abortion-bills/
[2] https://www.globalcitizen.org/en/content/women-deliver-hp-maternal-health/
[1] https://www.scarymommy.com/abortion-pro-life-politically-pro-choice/
[1] https://www.pictame.com/user/reproductive_health_solution/3219247541
[1] https://orcid.org/0000-0003-4051-3751

Top URLs in Tweet in G7:
[2] https://twitter.com/jayinslee/status/1127302563441758208

Top URLs in Tweet in G8:
[1] https://www.buckscountycouriertimes.com/opinion/20190512/guest-opinion-celebrating-mom-and-her-empowering-of-women
[1] https://www.aclu.org/blog/reproductive-freedom/abortion/house-funding-bill-shows-how-far-weve-come-fight-reproductive
[1] https://www.aclu.org/blog/reproductive-freedom/abortion/members-congress-take-bold-step-towards-ending-discriminatory
[1] https://en.wikipedia.org/wiki/Responsible_Parenthood_and_Reproductive_Health_Act_of_2012
[1] https://www.dissentmagazine.org/article/reproductive-justice-not-just-rights

Top URLs in Tweet in G9:
[1] https://acog.org/Clinical-Guidance-and-Publications/Committee-Opinions/Committee-on-Health-Care-for-Underserved-Women/Reproductive-and-Sexual-Coercion?IsMobileSet=false

Top URLs in Tweet in G10:
[1] https://twitter.com/ryanfrank57/status/1126885731165667328

Top Domains
Top Domains in Tweet in Entire Graph:
[110] twitter.com
[7] weareplannedparenthood.org
[6] dlvr.it
[6] washingtonpost.com
[5] globalcitizen.org
[5] nytimes.com
[5] aclu.org
[4] com.au
[4] weareplannedparenthoodaction.org
[4] globalpressjournal.com

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

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

Top Domains in Tweet in G4:
[1] marieclaire.com

Top Domains in Tweet in G6:
[45] twitter.com
[5] dlvr.it
[3] an24.net
[3] weareplannedparenthoodaction.org
[2] gyngwinnett.com
[2] amazon.com
[2] washingtonpost.com
[2] globalcitizen.org
[2] pres5.com
[2] com.au

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

Top Domains in Tweet in G8:
[2] aclu.org
[1] buckscountycouriertimes.com
[1] wikipedia.org
[1] dissentmagazine.org

Top Domains in Tweet in G9:
[1] acog.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[121] mothersday
[60] srhr
[54] icpd25
[53] swop2019
[53] whatwewantwhatweneed
[53] sheisequal
[50] standwithpp
[23] sexstrike
[21] reproduction
[21] venezuela



Top Hashtags in Tweet in G2:
[1] roevwade

Top Hashtags in Tweet in G5:
[1] mothersday

Top Hashtags in Tweet in G6:
[7] mothersday
[6] sexstrike
[5] womenshealth
[3] journalist
[2] abortion
[2] women
[2] twill
[2] reproductivehealth
[2] maternalmortality
[1] instagramposts

Top Hashtags in Tweet in G7:
[2] loser
[2] dumbass
[1] abortionismurder

Top Hashtags in Tweet in G8:
[1] worldovariancancerday
[1] abortion
[1] plannedparenthood
[1] republicans
[1] election2020
[1] scotus
[1] putpatientsfirst
[1] sexedforall
[1] stigma
[1] sexed

Top Hashtags in Tweet in G9:
[2] prochoice
[2] ipv
[2] vaw
[1] prochoicebecause
[1] cdnpoli
[1] uspoli
[1] domesticviolence

Top Hashtags in Tweet in G10:
[2] iwd2019
[1] menforchoice

Top Words
Top Words in Tweet in Entire Graph:
[2845] Words in Sentiment List#1: Positive
[4298] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[123186] Non-categorized Words
[130329] Total Words
[3394] health
[2567] reproductive
[2162] women
[1728] care
[1709] s

Top Words in Tweet in G1:
[582] s
[577] t
[574] abortion
[572] happen
[572] sperm
[572] up
[571] stop
[571] pregnancy
[571] without
[571] teen

Top Words in Tweet in G2:
[474] repjerrynadler
[473] rights
[472] unprecedented
[472] attacks
[472] week
[472] women's
[472] bizarre
[472] cruel
[472] laws
[472] bills

Top Words in Tweet in G3:
[392] planned
[392] parenthood
[392] iuds
[391] giving
[391] wanted
[391] help
[391] women
[391] reproductive
[391] health
[391] instead

Top Words in Tweet in G4:
[1045] care
[789] health
[271] women
[269] abortion
[262] make
[262] decisions
[261] corybooker
[261] maternal
[7] politics
[6] language

Top Words in Tweet in G5:
[219] services
[218] sure
[218] flowers
[218] great
[218] want
[218] sustainable
[218] funding
[218] childcare
[218] housing
[218] violence

Top Words in Tweet in G6:
[228] health
[220] reproductive
[100] women
[76] s
[46] care
[39] men
[35] abortion
[35] rights
[30] t
[26] people

Top Words in Tweet in G7:
[284] s
[276] put
[149] women
[147] jayinslee
[142] abortion
[139] lives
[139] woman
[138] bans
[138] place
[138] recent

Top Words in Tweet in G8:
[80] health
[42] aclu
[39] services
[38] funding
[38] family
[37] labor
[37] human
[37] bill
[37] advanced
[37] house

Top Words in Tweet in G9:
[579] control
[152] reproductive
[152] health
[144] woman's
[144] system
[144] employment
[144] possibilities
[143] gepeirson
[12] life
[8] access

Top Words in Tweet in G10:
[275] s
[150] women
[150] health
[142] reproductive
[136] assault
[135] gop
[135] freedom
[135] disgusting
[135] profound
[135] negative

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1813] reproductive,health
[1323] health,care
[600] stop,abortion
[600] t,happen
[599] abortion,pregnancy
[599] pregnancy,t
[599] happen,without
[599] without,sperm
[599] sperm,s
[599] s,teen

Top Word Pairs in Tweet in G1:
[571] stop,abortion
[571] abortion,pregnancy
[571] pregnancy,t
[571] t,happen
[571] happen,without
[571] without,sperm
[571] sperm,s
[571] s,teen
[571] teen,boys
[571] boys,fill

Top Word Pairs in Tweet in G2:
[472] unprecedented,attacks
[472] attacks,week
[472] week,women's
[472] women's,rights
[472] rights,bizarre
[472] bizarre,cruel
[472] cruel,laws
[472] laws,bills
[472] bills,ga
[472] ga,designed

Top Word Pairs in Tweet in G3:
[392] planned,parenthood
[391] parenthood,giving
[391] giving,iuds
[391] iuds,wanted
[391] wanted,help
[391] help,women
[391] women,reproductive
[391] reproductive,health
[391] health,instead
[391] instead,give

Top Word Pairs in Tweet in G4:
[783] health,care
[261] abortion,health
[261] care,maternal
[261] maternal,care
[261] care,health
[261] care,women
[261] women,make
[261] make,health
[261] care,decisions
[260] corybooker,abortion

Top Word Pairs in Tweet in G5:
[218] sure,flowers
[218] flowers,great
[218] great,want
[218] want,sustainable
[218] sustainable,funding
[218] funding,childcare
[218] childcare,housing
[218] housing,violence
[218] violence,against
[218] against,women

Top Word Pairs in Tweet in G6:
[162] reproductive,health
[26] women,s
[25] health,care
[18] s,reproductive
[16] birth,control
[14] reproductive,rights
[11] sexual,reproductive
[11] women's,reproductive
[10] health,rights
[9] access,reproductive

Top Word Pairs in Tweet in G7:
[138] abortion,bans
[138] bans,put
[138] put,place
[138] place,recent
[138] recent,weeks
[138] weeks,undeniably
[138] undeniably,put
[138] put,women
[138] women,s
[138] s,lives

Top Word Pairs in Tweet in G8:
[37] labor,health
[37] health,human
[37] human,services
[37] services,funding
[37] funding,bill
[37] bill,advanced
[37] advanced,house
[37] house,good
[37] good,strengthens
[37] strengthens,title

Top Word Pairs in Tweet in G9:
[144] control,woman's
[144] woman's,reproductive
[144] reproductive,system
[144] system,control
[144] control,health
[144] health,control
[144] control,employment
[144] employment,possibilities
[144] possibilities,control
[143] gepeirson,control

Top Word Pairs in Tweet in G10:
[137] women,s
[136] s,reproductive
[135] gop,s
[135] s,assault
[135] assault,women
[135] reproductive,freedom
[135] freedom,health
[135] health,disgusting
[135] disgusting,profound
[135] profound,negative

Top Replied-To
Top Replied-To in Entire Graph:
@alyssa_milano
@jayinslee
@grind_the_grist
@pericles_ii
@marcorubio
@candiceaiston
@sengillibrand
@chrisjzullo
@eternalnyx
@jessicavalenti

Top Replied-To in G1:
@chrisjzullo
@everywhereist
@realmeguminchan

Top Replied-To in G2:
@repjerrynadler
@matilynpowell
@northyorkblonde

Top Replied-To in G4:
@bduty47

Top Replied-To in G7:
@jayinslee
@npcyark
@tonybrunoshow
@aaronam69
@theumddaly
@evanrachelwood

Top Replied-To in G8:
@grind_the_grist
@drjengunter
@meade6487
@ppfa
@acornfrances
@angelasnmf
@tekla_alket
@jasonebeling
@financebuzz
@abgutman

Top Replied-To in G9:
@lindafrum

Top Replied-To in G10:
@jessicavalenti
@redtraccoon
@wtfitsthejrod

Top Mentioned
Top Mentioned in Entire Graph:
@muellershewrote
@repjerrynadler
@tiff_fitzhenry
@corybooker
@farrahsafiakhan
@jayinslee
@gepeirson
@swimmerbr78
@rvawonk
@peterdaou

Top Mentioned in G1:
@muellershewrote
@divinedisturber
@shiftypc
@everywhereist

Top Mentioned in G2:
@repjerrynadler
@muellershewrote
@teresatomlinson
@mumofc
@matilynpowell
@jayinslee
@farrahsafiakhan
@jeffreyluscombe

Top Mentioned in G3:
@tiff_fitzhenry

Top Mentioned in G4:
@corybooker
@goosology
@repjerrynadler
@muellershewrote
@haiyungyanjing

Top Mentioned in G5:
@farrahsafiakhan
@muellershewrote

Top Mentioned in G6:
@tlangley99
@mentalhealthbio
@publichealthbio

Top Mentioned in G7:
@jayinslee
@growing0up0girl
@evanrachelwood
@mooseplainer
@repjerrynadler
@muellershewrote
@alishafournier
@aaronam69
@danoh64
@mefroma2z

Top Mentioned in G8:
@aclu
@ppfa
@drjengunter
@dtomatx
@sweatandsawdus1
@pro_life_ancap
@owlfoxvt
@anderseigen
@watt_n_idiot
@ednasdiner

Top Mentioned in G9:
@gepeirson
@rachaelhardermp
@balkissoon
@paintermom101
@lindafrum
@maryammonsef
@blueskies366

Top Mentioned in G10:
@swimmerbr78
@pollyandry
@jessicavalenti
@repjerrynadler
@corybooker
@aclu
@lavndrblue
@muellershewrote
@trinityresists
@chargrille

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@gottalaff
@ez4u2say_janis
@cherokeesher2
@phillip92321
@foggybottomgal
@willseattle
@sherrilee7
@cheezwitham
@inspiteoftrump

Top Tweeters in G1:
@cherokeesher2
@tottenbill
@sheiladecker19
@dbchirpy
@saukel
@thenurse75
@sweeper53
@cowgirlup1a
@karenattaylor
@cherijacobus

Top Tweeters in G2:
@sherrilee7
@cheezwitham
@netminnow
@tshep42
@jentromans
@wellness4you13
@jodotcom
@carmenr1carmen
@ae4ca
@purrmonsta

Top Tweeters in G3:
@brandonjlandry
@mllemaster_ml
@sandboxvet1
@jean_adorable
@williewholeslew
@xlonemanwalking
@sandandsea2017
@rickmcsmith
@basketofjenn
@rome_fell

Top Tweeters in G4:
@greeeneyedwhwom
@suma4720
@lltwing
@mscaitlin55
@all100senators
@jjohnsonlaw
@the_amphibian
@nembotavy_0101
@bigforkgirl
@tejida

Top Tweeters in G5:
@answerallman
@john68richmond
@madhatressto
@fleurdelis30
@scj_busrules
@candaceshaw
@starbroken1980
@rubaalhassani
@normsworld
@jmmmm7

Top Tweeters in G6:
@jakehargisbooks
@taiping2
@politicscanadia
@pres5ar
@tinu
@empowlr
@mcall
@stephie_coco
@loricidedoom
@jgdeporre1

Top Tweeters in G7:
@willseattle
@tampagirl19655
@heysyd
@netbacker
@midusamom
@ckkoch3
@godzimaginary
@dianesbaker1
@caliangel55
@carriweatherwax

Top Tweeters in G8:
@ez4u2say_janis
@inspiteoftrump
@tinyboo49
@protestmusica
@ayemrscarter
@u3y4bde
@portiaaboulger
@macheter0
@cleotiger17
@drjengunter

Top Tweeters in G9:
@prufrockery
@margo94
@petti_cash
@multijo1
@coonavass
@baileypittipat
@vancitydan
@sunnydays180
@sharifreewill
@gedesbru

Top Tweeters in G10:
@foggybottomgal
@samhainnight
@24baseballreed
@drwavesportcd1
@happysorceress
@dunnclan
@cabird6
@jersey_craig
@g8trz4ever
@laureldavilacpa