Reproductive health, Twitter, 9/13/2021 4:58:20 AM, 261863


FAQ | Problem?

Reproductive health_2021-09-12_20-57-00.xlsx
Reproductive health_2021-09-12_20-57-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2021
Short Description:
Reproductive health via NodeXL https://bit.ly/2Xh1s8M
@tlhicks713
@meidastouch
@jcisnerostx
@kylegriffin1
@pattymurray
@imani_barbarin
@amitaryamd
@eyesontheflies
@mrsmercurial
@tribelaw

Top hashtags:
#texas
#obgyn
#ehealth
#impinv
#vc
#obgyntwitter
#sb8

Description:
Description
The graph represents a network of 8,189 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, 13 September 2021 at 04:03 UTC.

The requested start date was Monday, 13 September 2021 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 5-day, 4-hour, 42-minute period from Tuesday, 07 September 2021 at 00:15 UTC to Sunday, 12 September 2021 at 04:58 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 : 8189
Unique Edges : 2188
Edges With Duplicates : 13315
Total Edges : 15503
Number of Edge Types : 5
Retweet : 6464
MentionsInRetweet : 6904
Tweet : 734
Replies to : 421
Mentions : 980
Self-Loops : 760
Reciprocated Vertex Pair Ratio : 0.00699126092384519
Reciprocated Edge Ratio : 0.0138854450781056
Connected Components : 839
Single-Vertex Connected Components : 276
Maximum Vertices in a Connected Component : 5151
Maximum Edges in a Connected Component : 10705
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.181557
Graph Density : 0.000120295536274995
Modularity : 0.512507
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 8,189 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, 13 September 2021 at 04:03 UTC.

The requested start date was Monday, 13 September 2021 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 5-day, 4-hour, 42-minute period from Tuesday, 07 September 2021 at 00:15 UTC to Sunday, 12 September 2021 at 04:58 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:
[55] https://wgntv.com/news/gov-pritzker-vows-to-protect-abortion-rights-in-illinois/
[36] https://biozhena.files.wordpress.com/2019/09/transforming-female-reproductive-health-management-918-1-ed-919-blue11slides-w.yellowref.to20sl.ppsx
[31] https://biozhena.files.wordpress.com/2019/09/biozhena-technology-overview-for-people-who-know-womens-health-eee.pdf
[30] https://biozhena.files.wordpress.com/2018/10/full-value-scenario-overall-summary-public-3.docx
[28] https://biozhena.files.wordpress.com/2020/01/single-slide-composite-4-what-is-follihpg-w.-innerv-and-wealth-of-infocorrel-w.-symptometry-vertical-ee.jpg.pdf
[25] https://biozhena.files.wordpress.com/2014/10/ovulona-quick-intro-4-slides1.pps
[25] https://biozhena.files.wordpress.com/2020/01/tweetroducing-biozhena-in-8-slides-e19e2on011820.pps
[20] https://www.nbcnews.com/health/womens-health/how-texas-abortion-law-undermining-native-american-women-s-reproductive-n1278494
[19] https://biozhena.files.wordpress.com/2020/01/ovulona-from-startup-version-to-cervical-ring-implementation-3-slides-ography-link.pdf
[14] https://biozhena.files.wordpress.com/2019/10/wealth-of-info-elucidation-silent-4-slides-animated-ed.-101519.pdf

Top URLs in Tweet in G3:
[1] https://www.vogue.com/article/jessica-cisneros-texas-congress-abortion-ban
[1] https://www.eventbrite.ca/e/what-lies-ahead-for-womens-reproductive-health-and-rights-tickets-170359349400?ref=eios

Top URLs in Tweet in G4:
[1] https://twitter.com/rachelfederdu/status/1436162465235025953

Top URLs in Tweet in G5:
[1] https://wapo.st/3l5HRk6

Top URLs in Tweet in G6:
[1] https://twitter.com/sweetbay/status/1435054368894734336

Top URLs in Tweet in G7:
[9] https://actionnetwork.org/forms/sign-the-petition-reproductive-healthcare-access-is-under-attack-pass-the-womens-health-protection-act-now-to-protect-our-bodies-and-rights?source=twitter&
[7] https://www.thegatewaypundit.com/2021/09/will-not-tolerate-violence-seeking-obtain-provide-reproductive-health-services-ag-garland-puts-texas-notice/
[5] https://abcnews.go.com/Politics/department-justice-pledges-support-reproductive-health-care-texas/story?id=79860010&utm_source=dlvr.it&utm_medium=twitter
[4] https://nypost.com/2021/09/07/nih-to-study-how-covid-19-vaccine-impacts-menstrual-cycle/
[3] https://www.justice.gov/opa/pr/statement-attorney-general-merrick-b-garland-regarding-texas-sb8-0
[3] https://www.hcn.org/issues/52.3/indigenous-affairs-public-health-indigenous-women-face-extra-barriers-when-it-comes-to-reproductive-rights
[3] https://twitter.com/nypost/status/1435354546457522176
[2] https://neo.life/2021/09/4-black-female-ob-gyns-take-on-racial-disparities-in-reproductive-health/
[2] https://kristineshieldsauthor.com
[2] https://www.politicususa.com/2021/09/10/opinion-greg-abbotts-rape-remarks-epitomize-misogynistic-republicans.html?utm_source=rss&utm_medium=rss&utm_campaign=opinion-greg-abbotts-rape-remarks-epitomize-misogynistic-republicans

Top URLs in Tweet in G8:
[1] https://dailycaller.com/2021/09/08/cdc-exploratory-work-vaccines-menstrual-irregularities/
[1] https://twitter.com/disclosetv/status/1436072294644953092

Top URLs in Tweet in G9:
[3] https://www.nbcnews.com/health/womens-health/how-texas-abortion-law-undermining-native-american-women-s-reproductive-n1278494

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[131] texas
[34] obgyn
[33] ehealth
[33] impinv
[33] vc
[33] obgyntwitter
[33] sb8
[26] tryingtoconceive
[26] medx
[25] healthyfam



Top Hashtags in Tweet in G7:
[3] sb8
[3] womenshealth
[3] health
[3] epijobs
[2] texasabortionlaw
[2] reproductiverights
[2] bansoffourbodies
[2] txlege
[2] fertility
[2] texastaliban

Top Hashtags in Tweet in G9:
[4] texasabortionlaw
[2] texaswomen
[2] gopwaronwomen
[2] mybodymychoice
[2] abortionishealthcare
[1] bansoffourbodies

Top Hashtags in Tweet in G10:
[1] elxn44
[1] debate2021

Top Words
Top Words in Tweet in Entire Graph:
[6740] health
[6111] reproductive
[2896] women
[2224] care
[1689] make
[1687] decisions
[1586] free
[1540] informed
[1528] happens
[1520] tlhicks713

Top Words in Tweet in G1:
[1486] make
[1485] women
[1485] free
[1485] informed
[1485] decisions
[1485] reproductive
[1484] tlhicks713
[1483] health
[1482] happens
[3] callderladd

Top Words in Tweet in G2:
[388] women
[382] seeking
[381] merrick
[381] garland
[381] announced
[381] doj
[381] protect
[381] abortions
[381] texas
[381] investigate

Top Words in Tweet in G3:
[390] reproductive
[368] care
[364] jcisnerostx
[364] health
[357] rights
[351] asking
[351] attacks
[351] voting
[351] disheartening
[328] œout

Top Words in Tweet in G4:
[319] reproductive
[316] justice
[316] check
[315] fight
[315] fit
[315] imma
[315] need
[315] ableism
[315] entire
[315] system

Top Words in Tweet in G5:
[582] women's
[305] texas
[305] rights
[303] kylegriffin1
[302] health
[292] illinois
[292] those
[291] gov
[291] pritzker
[291] shame

Top Words in Tweet in G6:
[1108] health
[1094] care
[561] reproductive
[277] abortion
[274] pattymurray
[274] right
[274] privilege
[14] protect
[14] seeking
[13] garland

Top Words in Tweet in G7:
[297] health
[287] reproductive
[72] women
[65] care
[56] rights
[55] abortion
[47] texas
[38] access
[32] seeking
[32] sexual

Top Words in Tweet in G8:
[247] study
[247] women
[246] reproductive
[246] health
[245] dloesch
[245] mean
[245] began
[245] menstrual
[245] cycles
[245] vax

Top Words in Tweet in G9:
[144] reproductive
[121] garland
[100] offices
[90] tribelaw
[79] health
[68] act
[66] ag
[66] damage
[66] facility
[66] providing

Top Words in Tweet in G10:
[153] conservative
[153] mps
[153] voted
[153] against
[153] reproductive
[153] health
[152] erin
[152] o'toole
[152] defend
[152] canadians

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4896] reproductive,health
[2052] health,care
[1538] decisions,reproductive
[1534] informed,decisions
[1529] make,informed
[1525] women,free
[1524] free,make
[1522] happens,women
[1517] tlhicks713,happens
[652] merrick,garland

Top Word Pairs in Tweet in G1:
[1485] women,free
[1485] free,make
[1485] make,informed
[1485] informed,decisions
[1485] decisions,reproductive
[1483] reproductive,health
[1482] happens,women
[1481] tlhicks713,happens
[3] tlhicks713,callderladd
[3] callderladd,women

Top Word Pairs in Tweet in G2:
[381] merrick,garland
[381] garland,announced
[381] announced,doj
[381] doj,protect
[381] protect,women
[381] women,seeking
[381] seeking,abortions
[381] abortions,texas
[381] texas,investigate
[380] meidastouch,merrick

Top Word Pairs in Tweet in G3:
[359] reproductive,health
[353] health,care
[351] attacks,voting
[351] voting,rights
[351] rights,reproductive
[351] care,disheartening
[350] jcisnerostx,asking
[328] asking,œout
[328] œout,organizeâ
[328] organizeâ,attacks

Top Word Pairs in Tweet in G4:
[316] reproductive,justice
[315] fight,fit
[315] fit,reproductive
[315] justice,imma
[315] imma,need
[315] need,check
[315] check,ableism
[315] entire,system
[315] system,designed
[314] imani_barbarin,fight

Top Word Pairs in Tweet in G5:
[291] illinois,gov
[291] gov,pritzker
[291] pritzker,shame
[291] shame,those
[291] those,texas
[291] texas,lawmakers
[291] lawmakers,taking
[291] taking,away
[291] away,women's
[291] women's,rights

Top Word Pairs in Tweet in G6:
[1094] health,care
[558] reproductive,health
[546] care,health
[273] abortion,reproductive
[273] care,reproductive
[273] care,right
[273] right,privilege
[272] pattymurray,abortion
[10] women,seeking
[9] merrick,garland

Top Word Pairs in Tweet in G7:
[212] reproductive,health
[50] health,care
[28] sexual,reproductive
[25] health,services
[23] reproductive,rights
[21] those,seeking
[20] seeking,obtain
[20] obtain,provide
[20] provide,reproductive
[17] merrick,garland

Top Word Pairs in Tweet in G8:
[246] reproductive,health
[245] mean,began
[245] began,study
[245] study,women
[245] women,menstrual
[245] menstrual,cycles
[245] cycles,reproductive
[245] health,vax
[245] vax,side
[245] side,effects

Top Word Pairs in Tweet in G9:
[67] reproductive,health
[66] providing,reproductive
[65] sept,ag
[65] ag,garland
[65] garland,noted
[65] noted,face
[65] face,act
[65] act,œprohibits
[65] œprohibits,intentional
[65] intentional,property

Top Word Pairs in Tweet in G10:
[153] conservative,mps
[153] mps,voted
[153] voted,against
[153] reproductive,health
[152] erin,o'toole
[152] o'toole,defend
[152] defend,canadians
[152] canadians,reality
[152] reality,81
[152] 81,conservative

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tlhicks713
@meidastouch
@jcisnerostx
@kylegriffin1
@imani_barbarin
@pattymurray
@dloesch
@amitaryamd
@kvue
@tribelaw

Top Mentioned in G1:
@tlhicks713
@callderladd
@theresamanahan1

Top Mentioned in G2:
@meidastouch
@tlhicks713

Top Mentioned in G3:
@jcisnerostx
@0liviajulianna
@carolinecodsi
@jennmeakem
@meidastouch
@fake_biden
@tlhicks713

Top Mentioned in G4:
@imani_barbarin
@drsubini
@jcisnerostx
@meidastouch

Top Mentioned in G5:
@kylegriffin1
@meidastouch
@terrymcauliffe
@tlhicks713

Top Mentioned in G6:
@pattymurray
@antifaoperative
@nyccookies
@meidastouch
@sharonmwinner
@kylegriffin1
@wisco
@talexratcliffe
@jcisnerostx
@nell7619

Top Mentioned in G7:
@rojawi
@scoracimsa
@depression_yrna

Top Mentioned in G8:
@dloesch

Top Mentioned in G9:
@tribelaw
@duty2warn
@govkathyhochul
@emilyslist
@tlhicks713
@kylegriffin1
@jcisnerostx
@b52malmet
@pattymurray
@ronniemotes8

Top Mentioned in G10:
@amitaryamd
@tlhicks713
@meidastouch

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@americanair
@pairsonnalitesu
@solutioneer72
@world_news_eng
@kat4obama
@rjber15
@7b73f39b85e1415
@delta
@leratomannya

Top Tweeters in G1:
@cblazblaz
@eternalauraa
@pppatticake
@chuckw12
@drkotobuki
@veggie64_leslie
@kaygirl8lawana
@maknaemarch
@shandiditbetter
@amaliada

Top Tweeters in G2:
@onahunttoday
@katcapps
@mdjacksondallas
@grannynannynews
@thetobster111
@beverlynotmypre
@zafarwestern
@marijodeleon
@raemargaret61
@hollaworldwide

Top Tweeters in G3:
@dgendvil
@rolandsmartin
@painter_nancy
@netbacker
@sds_sunlight
@1feralkat
@camoxendale
@amyharlib
@legendarymkc
@mauiwahini

Top Tweeters in G4:
@b1e56df9ce6549f
@angelsscream
@troublesomegabe
@pfanderson
@t_barbs
@digitalmeowmix
@lisaquestions
@thomasahester2
@hardlytimes
@mouthygurl

Top Tweeters in G5:
@awelab1956
@vedehimajumdar
@dappy_52
@justice4all01
@29361rmsm
@argusc
@bethlevin
@mame6432
@alexaadams12
@rosemariebrown3

Top Tweeters in G6:
@oldlady12345
@inspiteoftrump
@brontyman
@jot_au
@24baseballreed
@janiecestaton
@avonan
@snw106
@catlover1943
@reggiebub

Top Tweeters in G7:
@pairsonnalitesu
@newsfilterio
@angelakorras
@strawberryng
@mrkalman
@persiankittenz
@pathensley14
@independentngr
@sabilfirda
@danwibg

Top Tweeters in G8:
@sweetfreedom29
@redeemedseven
@boottmills228
@misstozak
@_haikusgoddess
@joan1barb
@wallybert
@danyellh1
@gideonhenry
@bwdreyer

Top Tweeters in G9:
@backstorymom1
@meomy1236
@ajgma
@marciabunney
@belladonamodels
@orangeorchards
@pameladubsky49
@gradyslady
@edwardarowe1
@madamend

Top Tweeters in G10:
@chuddles11
@suzannelepage1
@canrugger
@meredithheron
@barb_hill
@dalybeauty
@bynsny
@peepsqueak
@teach_n_travel
@lettienets