Reproductive health, Twitter, 10/26/2020 4:16:22 AM, 238797


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Reproductive health_2020-10-25_20-28-40.xlsx
Reproductive health_2020-10-25_20-28-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 26, 2020
Short Description:
Reproductive health via NodeXL https://bit.ly/2TrBqdI
@aclu
@saragideon
@senfeinstein
@musegold
@unfpa
@personalityevi
@thegff
@maridav1856
@denmark_un
@emilyslist

Top hashtags:
#drinkingwater
#poland
#covid19
#leavenoonebehind
#nairobisummit
#srhr
#healthworker

Description:
Description
The graph represents a network of 7,837 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, 26 October 2020 at 03:33 UTC.

The requested start date was Monday, 26 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 3-day, 13-hour, 31-minute period from Wednesday, 21 October 2020 at 19:28 UTC to Sunday, 25 October 2020 at 09:00 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 : 7837
Unique Edges : 4287
Edges With Duplicates : 12756
Total Edges : 17043
Number of Edge Types : 5
Retweet : 6139
MentionsInRetweet : 8509
Tweet : 838
Mentions : 1154
Replies to : 403
Self-Loops : 885
Reciprocated Vertex Pair Ratio : 0.0140064806104317
Reciprocated Edge Ratio : 0.0276260179362952
Connected Components : 954
Single-Vertex Connected Components : 397
Maximum Vertices in a Connected Component : 4550
Maximum Edges in a Connected Component : 11753
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.729693
Graph Density : 0.000157969131519227
Modularity : 0.560419
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,837 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, 26 October 2020 at 03:33 UTC.

The requested start date was Monday, 26 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 3-day, 13-hour, 31-minute period from Wednesday, 21 October 2020 at 19:28 UTC to Sunday, 25 October 2020 at 09:00 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://www.standardmedia.co.ke/health/reproductive-health/article/2001390867/hospital-overwhelmed-as-virus-cases-spike-in-eldoret
[6] https://www.hrw.org/news/2020/10/22/polands-constitutional-tribunal-rolls-back-reproductive-rights
[4] https://pai.org/resources/participation-of-young-people-is-vital-ensuring-meaningful-engagement-on-sexual-and-reproductive-health-in-covid-19-responses/
[4] https://healthlaw.org/resource/what-public-charge-means-for-reproductive-justice/
[4] https://thebridge.jp/2020/10/twentyeight-health-is-a-telemedicine-company-expanding-access-to-womens-health-and-reproductive-care-pickupnews
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Felemental.medium.com%2Fhow-the-election-will-impact-your-reproductive-health-f3c7439f36ee
[3] https://medicalworldnigeria.com/post/Association-for-Reproductive-and-Family-Health-Vacancy-for-Director-of-Programs?pid=46747&utm_source=dlvr.it&utm_medium=twitter
[3] https://forms.gle/3n84ssTzzWKYMWyR8
[3] https://twitter.com/maddow/status/1319639739331497985
[3] https://www.healthandenvironment.org/our-work/webinars/generation-chemical-how-environmental-exposures-are-affecting-reproductive-health-and-development

Top URLs in Tweet in G1:
[1] https://twitter.com/musegold/status/1318698998564220928

Top URLs in Tweet in G2:
[1] https://twitter.com/johncornyn/status/1319315390233706499

Top URLs in Tweet in G3:
[1] https://www.aclu.org/news/reproductive-freedom/the-right-to-abortion-is-on-the-ballot-in-colorado-this-november/?initms_aff=nat&initms_chan=soc&utm_medium=soc&initms=201022_co_blog_tw&utm_source=tw&utm_campaign=co&utm_content=201022_reproductiverights_blog&ms_aff=nat&ms_chan=soc&ms=201022_co_blog_tw

Top URLs in Tweet in G4:
[3] https://www.theguardian.com/world/2020/oct/22/us-trump-administration-signs-anti-abortion-declaration
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Felemental.medium.com%2Fhow-the-election-will-impact-your-reproductive-health-f3c7439f36ee
[3] https://twitter.com/maddow/status/1319639739331497985
[2] https://twitter.com/prisonplanet/status/1318387354013519872
[2] https://www.medicalnewstoday.com/articles/what-will-the-us-election-mean-for-black-white-disparities-in-maternal-and-child-health
[2] https://www.commondreams.org/views/2020/10/20/global-reproductive-health-ballot-november
[2] https://www.health.com/
[2] https://healthlaw.org/resource/what-public-charge-means-for-reproductive-justice/
[2] https://twitter.com/Anne_perpetual/status/1318616690675023875
[2] https://youtu.be/QIGE-BYT9tw

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=oPp3FNhi46I&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://www.mobilize.us/joebiden/event/354567/
[1] https://dems.ag/new-video-daga-partners-with-one-vote-at-a-time/
[1] https://www.weareplannedparenthoodaction.org/a/i-stand-my-local-abortion-provider
[1] https://www.plannedparenthoodaction.org/elections/vote
[1] https://www.mobilize.us/ppaf/event/354567/?utm_source=social3
[1] https://www.marieclaire.com/politics/a34431030/abortion-rights-2020-candidates/
[1] https://www.weareplannedparenthoodaction.org/a/ppav-staff-phone-bank?fbclid=IwAR3ZrI7lIpz33dUBn_MoE6eFd_RvXRWFcoekKnykhjLQTem9chUaHaMP7Z0

Top URLs in Tweet in G9:
[5] https://www.hrw.org/news/2020/10/22/polands-constitutional-tribunal-rolls-back-reproductive-rights
[1] https://www.cosmopolitan.com/politics/a34199511/abortion-crisis-restrictions/
[1] https://twitter.com/ap/status/1318345700133031937
[1] https://twitter.com/WheelerSkye/status/1319642040993501190
[1] https://equityfwd.org/research/affordable-care-act-why-it-matters-your-reproductive-healthcare
[1] https://nwlc.org/resources/women-demand-a-letter-to-federal-elected-officials-and-candidates-from-the-womens-community/
[1] https://www.eventbrite.com/e/maternal-health-and-family-planning-in-nj-working-toward-better-outcomes-tickets-126175282667
[1] https://iwhc.org/2020/10/the-un-at-75-how-feminist-advocacy-shapes-global-policy/
[1] https://twitter.com/nbcnews/status/1319625144894164994
[1] https://twitter.com/federapl/status/1319612648456151041

Top Domains
Top Domains in Tweet in Entire Graph:
[185] twitter.com
[18] youtube.com
[15] co.ke
[10] medium.com
[9] guttmacher.org
[8] atingi.games
[7] google.com
[7] hrw.org
[6] healthlaw.org
[6] hindustantimes.com

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

Top Domains in Tweet in G2:
[3] twitter.com
[1] refinery29.com

Top Domains in Tweet in G3:
[1] twitter.com
[1] aclu.org

Top Domains in Tweet in G4:
[68] twitter.com
[7] medium.com
[6] youtube.com
[4] careerarc.com
[4] health.com
[4] theguardian.com
[3] co.ke
[3] zoom.us
[3] hindustantimes.com
[3] google.com

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

Top Domains in Tweet in G6:
[3] mobilize.us
[2] weareplannedparenthoodaction.org
[1] twitter.com
[1] democraticags.org
[1] emilyslist.org
[1] refinery29.com
[1] healthlaw.org
[1] motherjones.com
[1] google.com
[1] stlamerican.com

Top Domains in Tweet in G7:
[1] bangordailynews.com

Top Domains in Tweet in G9:
[6] twitter.com
[5] hrw.org
[1] cosmopolitan.com
[1] equityfwd.org
[1] nwlc.org
[1] eventbrite.com
[1] iwhc.org
[1] amnesty.org
[1] co.uk
[1] academia.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[144] drinkingwater
[115] poland
[95] covid19
[54] leavenoonebehind
[52] nairobisummit
[34] srhr
[31] healthworker
[31] whoacademy
[30] genderequality
[29] cedaw



Top Hashtags in Tweet in G2:
[4] whatsatstake
[1] ibelieveinbiden
[1] poland
[1] scotus
[1] ourcourt

Top Hashtags in Tweet in G4:
[20] reproductiverights
[19] vote2020
[19] mybodymyvote
[18] reproductivejustice
[9] reproductivehealth
[7] engineering
[7] womenshealth
[5] health
[5] vote4equality
[5] maternalmortality

Top Hashtags in Tweet in G5:
[1] whatsatstake
[1] blockbarrett

Top Hashtags in Tweet in G6:
[14] scotus
[12] blockbarrett
[10] wedissent
[2] flipthesenate
[2] wedecide2020
[1] voteouteveryrepublican
[1] womenvote
[1] publiccharge
[1] protectourcare
[1] letthepeopledecide

Top Hashtags in Tweet in G7:
[6] mepolitics
[1] mesen

Top Hashtags in Tweet in G8:
[1] leningradlindsey

Top Hashtags in Tweet in G9:
[103] poland
[5] tookmelonger
[4] wyroknakobiety
[3] eu
[2] healthcare
[2] debates2020
[1] scotus
[1] nj
[1] un75
[1] covid19

Top Hashtags in Tweet in G10:
[1] gapol
[1] ga07

Top Words
Top Words in Tweet in Entire Graph:
[4676] health
[3636] reproductive
[2588] rights
[1826] care
[1249] women
[1124] barrett
[929] nomination
[875] access
[817] abortion
[783] sexual

Top Words in Tweet in G1:
[411] don
[411] men
[410] gotta
[410] put
[410] age
[410] cap
[410] politicians
[410] need
[410] 98
[410] year

Top Words in Tweet in G2:
[410] barrett
[357] judge
[313] nomination
[293] senatedems
[260] senschumer
[249] illegitimate
[236] watch
[236] judiciarydems
[236] following
[236] boycott

Top Words in Tweet in G3:
[398] health
[395] abortion
[394] aclu
[394] bans
[394] medicine
[394] controlling
[394] bodies
[394] taking
[394] away
[394] power

Top Words in Tweet in G4:
[471] health
[428] reproductive
[144] rights
[114] care
[109] women
[83] sexual
[75] vote
[67] abortion
[53] right
[51] more

Top Words in Tweet in G5:
[326] barrett
[318] senfeinstein
[318] judge
[286] illegitimate
[286] process
[255] nomination
[251] democrats
[251] press
[251] conference
[249] holding

Top Words in Tweet in G6:
[293] health
[277] care
[245] reproductive
[238] rights
[198] barrett
[195] coney
[194] amy
[174] supreme
[174] nomination
[173] court

Top Words in Tweet in G7:
[293] saragideon
[278] protect
[165] health
[165] care
[162] reproductive
[145] maine
[144] ll
[140] judges
[139] republicans
[138] roe

Top Words in Tweet in G8:
[897] rights
[226] health
[225] senkamalaharris
[225] reproductive
[225] care
[223] voting
[223] workers
[223] consumer
[223] access
[223] fight

Top Words in Tweet in G9:
[124] constitutional
[124] tribunal
[123] health
[109] abortion
[100] decision
[92] #poland
[83] today
[82] access
[80] sexual
[79] women

Top Words in Tweet in G10:
[195] choice
[188] georgia
[188] women
[188] take
[188] note
[188] richforga
[188] criminalize
[188] woman's
[188] right
[188] choose

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2125] reproductive,health
[1471] health,care
[850] reproductive,rights
[648] judge,barrett
[592] sexual,reproductive
[474] supreme,court
[451] taking,away
[440] amy,coney
[417] year,old
[413] white,men

Top Word Pairs in Tweet in G1:
[410] gotta,put
[410] put,age
[410] age,cap
[410] cap,politicians
[410] politicians,don
[410] don,need
[410] need,98
[410] 98,year
[410] year,old
[410] old,republican

Top Word Pairs in Tweet in G2:
[295] judge,barrett
[289] barrett,nomination
[236] watch,senschumer
[236] senschumer,judiciarydems
[236] judiciarydems,following
[236] following,boycott
[236] boycott,illegitimate
[236] illegitimate,markup
[236] markup,judge
[235] senatedems,watch

Top Word Pairs in Tweet in G3:
[394] abortion,bans
[394] bans,health
[394] health,medicine
[394] medicine,controlling
[394] controlling,bodies
[394] bodies,taking
[394] taking,away
[394] away,power
[394] power,decide
[393] aclu,abortion

Top Word Pairs in Tweet in G4:
[304] reproductive,health
[91] health,care
[70] sexual,reproductive
[43] health,rights
[41] birth,control
[36] reproductive,rights
[30] control,abortion
[30] abortion,rights
[30] ballot,2020
[30] right,vote

Top Word Pairs in Tweet in G5:
[315] judge,barrett
[283] illegitimate,process
[251] press,conference
[249] democrats,holding
[249] holding,press
[249] conference,highlight
[249] highlight,illegitimate
[249] process,nomination
[249] nomination,judge
[248] senfeinstein,democrats

Top Word Pairs in Tweet in G6:
[271] health,care
[194] amy,coney
[193] coney,barrett
[192] reproductive,rights
[173] supreme,court
[171] court,nomination
[171] nomination,amy
[170] barrett,threatens
[170] threatens,health
[150] care,reproductive

Top Word Pairs in Tweet in G7:
[164] health,care
[139] reproductive,health
[136] roe,wade
[136] wade,jeopardy
[136] jeopardy,republicans
[136] republicans,continue
[136] continue,pack
[136] pack,courts
[136] courts,anti
[136] anti,choice

Top Word Pairs in Tweet in G8:
[225] health,care
[224] reproductive,rights
[223] voting,rights
[223] rights,workers
[223] workers,rights
[223] rights,consumer
[223] consumer,rights
[223] rights,reproductive
[223] rights,access
[223] access,health

Top Word Pairs in Tweet in G9:
[124] constitutional,tribunal
[77] polish,constitutional
[57] reproductive,health
[57] access,abortion
[56] concerned,today
[56] today,decision
[56] decision,polish
[56] tribunal,access
[56] abortion,poland
[56] poland,sexual

Top Word Pairs in Tweet in G10:
[188] georgia,women
[188] women,take
[188] take,note
[188] note,richforga
[188] richforga,criminalize
[188] criminalize,woman's
[188] woman's,right
[188] right,choose
[188] choose,choice
[188] choice,save

Top Replied-To
Top Replied-To in Entire Graph:
@lisamurkowski
@realdonaldtrump
@johncornyn
@maddow
@thehill
@gop
@kamalaharris
@senfeinstein
@amuta_ann
@ihavictors

Top Replied-To in G2:
@vncorrect
@johncornyn
@another_vic
@creepergohiss
@natabortionfed
@senschumer

Top Replied-To in G3:
@48crane

Top Replied-To in G5:
@mel_ankoly
@senfeinstein
@spaceweft
@chriscoons

Top Replied-To in G6:
@johncornyn
@chuckgrassley
@abc
@kamalaharris
@senmcsallyaz
@donwinslow
@repadamschiff
@vanitaguptacr
@sentedcruz
@benbird53920553

Top Replied-To in G8:
@senfeinstein

Top Replied-To in G10:
@votemarsha

Top Mentioned
Top Mentioned in Entire Graph:
@musegold
@aclu
@senfeinstein
@saragideon
@senatedems
@senschumer
@judiciarydems
@senkamalaharris
@richforga
@carolyn4ga7

Top Mentioned in G1:
@musegold

Top Mentioned in G2:
@senatedems
@senschumer
@judiciarydems
@chrisvanhollen
@naral
@senfeinstein
@mjhegar
@aclu
@xtrixcyclex
@saragideon

Top Mentioned in G3:
@aclu
@sfsi
@woofaraw
@unicornmarch
@musegold
@emilyslist
@alleymountain

Top Mentioned in G4:
@pdjmoo
@dfland1679
@hertilityhealth
@ebtekarm
@instbernabeu_en
@tapestrywmass
@route_60plus
@drthomaspaul

Top Mentioned in G5:
@senfeinstein
@chriscoons
@growing0up0girl
@ddale8
@mel_ankoly
@senatedems
@senschumer
@judiciarydems
@senkamalaharris
@saragideon

Top Mentioned in G6:
@demnevada
@abc
@democraticags
@daniegirl5555
@lindseygrahamsc
@vanitaguptacr
@kamalaharris
@emilyslist
@ahande123
@repadamschiff

Top Mentioned in G7:
@saragideon
@teamgideon2020
@senfeinstein
@emilyslist
@mayabentley
@chrisvanhollen
@democraticags
@bowdoinv4e
@willsimons_94

Top Mentioned in G8:
@senkamalaharris
@senfeinstein
@normajtorres
@aclu

Top Mentioned in G9:
@reprorights
@annlinde
@hillarymargo
@lotteleicht1
@eu_commission
@philippe_dam
@katarinabergeh1
@hrw
@annamblus
@amnestyeu

Top Mentioned in G10:
@richforga
@carolyn4ga7
@saragideon
@senatedems
@senschumer
@judiciarydems
@senfeinstein
@cognac4paws
@votemarsha
@emilyslist

Top Tweeters
Top Tweeters in Entire Graph:
@solutioneer72
@cloudwanderer3
@phillip92321
@_redfrog
@thepoliticalcat
@inspiteoftrump
@bannerite
@inquirerdotnet
@dancas2
@debilu2

Top Tweeters in G1:
@ohhthatszee
@billskvrsgrd
@unicornpussyoil
@minajjyogirl
@jadiaaa
@joogsanddrugs
@lilspice666
@daddynala
@keepitgeee_
@e1scorcho

Top Tweeters in G2:
@cloudwanderer3
@phillip92321
@bannerite
@stockguy61
@talkintou
@lizditz
@amyayers16
@kimvie
@cnbsnana
@nikitakitty

Top Tweeters in G3:
@n7irl
@rowast
@astraea_styx
@mjgarciakcmo
@hollaka_hollala
@nayasala
@charlotteonder1
@dash_bandy
@ljohn44
@james_savage15

Top Tweeters in G4:
@schestowitz
@areck0001
@hindustantimes
@itnewsjp
@budhalovesbooty
@mosherhartley
@jobstodayng
@nakazawakei_bot
@lholo
@pdjmoo

Top Tweeters in G5:
@thepoliticalcat
@katcapps
@reagancbrown
@emersonfan1
@maryalicebisho2
@pushandpulljlm
@rrnunez
@noybsk2017
@jacquelinehine1
@mikereesem

Top Tweeters in G6:
@givemepie360
@dawnarickelz
@lawgirl318
@cheryl_marlin
@chande87
@ancientbob
@argusc
@pistach01
@cynicalvision50
@lorrainejdion

Top Tweeters in G7:
@loulachat
@davidpsdem
@profesortbaker
@shareitarie10
@janesepmeier
@jonathanjewel
@camoxendale
@denniscardiff
@mercenarygraphi
@crlulukat

Top Tweeters in G8:
@nartist
@yodaquoter
@gecko39
@adamdzny
@tripoley1966
@mindfulone1500
@conniewhitehome
@maria2727arima
@debbie858
@shazdanz

Top Tweeters in G9:
@sallyrmelb
@net2ayurveda
@sfh2019
@holliejoyjoy
@cruiserlan
@swmstn2
@helmsinki
@sinbad_w
@sueh731
@desillusionism

Top Tweeters in G10:
@b140tweet
@ajgma
@safimaasai
@ae4ca
@jerri47
@cubfan13241
@onlywhitetiger
@bellaswannbooks
@ursulacuffee
@throwbacklib


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