Reproductive health, Twitter, 12/13/2021 6:05:25 AM, 268220


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Reproductive health_2021-12-12_20-57-00.xlsx
Reproductive health_2021-12-12_20-57-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 13, 2021
Short Description:
Reproductive health via NodeXL https://bit.ly/3IN4nJe
@sengillibrand
@theradr
@drrobdavidson
@senatorbaldwin
@senatorhick
@carolyn4ga7
@senatorbennet
@hsdaily
@repbarbaralee
@theharrynews

Top hashtags:
#roevwade
#scotus
#sb8
#loveontour
#humanrightsday
#ehealth

Description:
Description
The graph represents a network of 7,508 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 December 2021 at 05:02 UTC.

The requested start date was Monday, 13 December 2021 at 01:01 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, 6-hour, 34-minute period from Thursday, 09 December 2021 at 22:25 UTC to Sunday, 12 December 2021 at 05:00 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 : 7508
Unique Edges : 1125
Edges With Duplicates : 14294
Total Edges : 15419
Number of Edge Types : 5
Retweet : 7082
MentionsInRetweet : 7461
Tweet : 378
Replies to : 120
Mentions : 378
Self-Loops : 388
Reciprocated Vertex Pair Ratio : 0.00292620865139949
Reciprocated Edge Ratio : 0.00583534187492072
Connected Components : 361
Single-Vertex Connected Components : 113
Maximum Vertices in a Connected Component : 4686
Maximum Edges in a Connected Component : 10113
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.023717
Graph Density : 0.000139862358264945
Modularity : 0.478387
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,508 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 December 2021 at 05:02 UTC.

The requested start date was Monday, 13 December 2021 at 01:01 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, 6-hour, 34-minute period from Thursday, 09 December 2021 at 22:25 UTC to Sunday, 12 December 2021 at 05:00 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:
[26] https://biozhena.files.wordpress.com/2019/09/transforming-female-reproductive-health-management-918-1-ed-919-blue11slides-w.yellowref.to20sl.ppsx
[18] https://committeetoprotect.org/protectchoice/
[14] https://biozhena.files.wordpress.com/2014/10/ovulona-quick-intro-4-slides1.pps
[13] https://biozhena.files.wordpress.com/2020/01/tweetroducing-biozhena-in-8-slides-e19e2on011820.pps
[13] 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
[13] https://biozhena.files.wordpress.com/2015/06/menstrual-cycle-profile-signature-5-slides.pps
[12] https://biozhena.files.wordpress.com/2019/09/biozhena-technology-overview-for-people-who-know-womens-health-eee.pdf
[12] https://biozhena.files.wordpress.com/2021/05/biozhena-technology-overview-for-medical-investors-e.pdf
[11] https://biozhena.files.wordpress.com/2021/05/comparison-minimum-viable-scenario-mvs-and-full-value-scenario-fvs.pps
[10] https://biozhena.files.wordpress.com/2018/10/full-value-scenario-overall-summary-public-3.docx

Top URLs in Tweet in G3:
[3] https://variety.com/2021/music/news/harry-styles-love-on-tour-numbers-gross-charity-1235130137/
[1] https://twitter.com/hsdaily/status/1469066171181842445

Top URLs in Tweet in G4:
[1] https://reverb.org/
[1] https://variety.com/2021/music/new
[1] https://variety.com/2021/music/news/harry-styles-love-on-tour-numbers-gross-charity-1235130137/

Top URLs in Tweet in G6:
[17] https://committeetoprotect.org/protectchoice/

Top URLs in Tweet in G7:
[1] https://www.theguardian.com/law/2021/dec/10/us-supreme-court-abortion-texas-law-critics?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1639164260

Top URLs in Tweet in G8:
[1] https://www.huffpost.com/entry/alabama-is-the-4th-state-to-file-a-copycat-version-of-texas-extreme-abortion-ban_n_61b22e1ee4b0030da7d1b164
[1] https://twitter.com/ap/status/1469323226568351750

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2032] roevwade
[600] scotus
[466] sb8
[69] loveontour
[51] humanrightsday
[23] ehealth
[23] obgyn
[23] impinv
[23] vc
[23] obgyntwitter



Top Hashtags in Tweet in G1:
[1797] roevwade

Top Hashtags in Tweet in G2:
[4] roevwade

Top Hashtags in Tweet in G3:
[20] loveontour

Top Hashtags in Tweet in G4:
[2] loveontour

Top Hashtags in Tweet in G6:
[371] scotus
[371] sb8
[18] roevwade

Top Hashtags in Tweet in G7:
[191] scotus
[6] roevwade
[3] sb8
[1] bansoffourbodies

Top Hashtags in Tweet in G8:
[19] roevwade
[13] humanrightsday
[8] sb8
[1] whpa
[1] scotus

Top Hashtags in Tweet in G9:
[97] roevwade
[5] scotus
[5] sb8
[1] demvoice1
[1] humanrightsday

Top Hashtags in Tweet in G10:
[23] roevwade
[3] scotus
[3] sb8

Top Words
Top Words in Tweet in Entire Graph:
[3100] reproductive
[3003] health
[2448] court
[2378] supreme
[2144] filibuster
[2117] mcconnell
[2032] #roevwade
[1929] overturn
[1926] mitch
[1926] eliminate

Top Words in Tweet in G1:
[1798] filibuster
[1797] mitch
[1797] mcconnell
[1797] eliminate
[1797] install
[1797] supreme
[1797] court
[1797] justices
[1797] overturn
[1797] #roevwade

Top Words in Tweet in G2:
[609] denied
[608] texas
[608] ban
[608] upheld
[608] roe
[608] overturned
[608] few
[608] notes
[608] means
[608] people

Top Words in Tweet in G3:
[580] physicians
[559] reproductive
[559] health
[542] love
[539] tour
[536] charity
[536] partners
[536] black
[535] voters
[535] matter

Top Words in Tweet in G4:
[514] love
[506] tour
[460] physicians
[359] reproductive
[357] health
[336] millón
[336] dólares
[226] organizaciones
[211] recaudo
[211] donar

Top Words in Tweet in G5:
[465] love
[464] tour
[462] million
[462] charity
[462] partners
[443] harry
[443] collected
[443] charities
[443] benefit
[443] donations

Top Words in Tweet in G6:
[379] reproductive
[379] health
[379] care
[376] drrobdavidson
[374] texas
[374] ban
[371] #scotus
[371] abortion
[371] #sb8
[362] grave

Top Words in Tweet in G7:
[244] gorsuch
[195] put
[194] filibuster
[194] mcconnell
[191] #scotus
[189] eliminated
[188] trump
[188] kavanaugh
[188] barrett
[187] senatorbaldwin

Top Words in Tweet in G8:
[313] more
[198] today
[191] block
[187] law
[179] scotus
[178] abortion
[174] ban
[156] day
[155] decided
[155] texas'

Top Words in Tweet in G9:
[169] abortion
[168] ban
[165] place
[163] scotus
[160] stand
[160] gets
[160] chipped
[160] away
[159] senatorbennet
[97] #roevwade

Top Words in Tweet in G10:
[194] supreme
[194] court
[185] reproductive
[182] women
[181] rights
[179] aren
[179] debate
[179] protect
[179] congress
[179] needs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2364] supreme,court
[2091] reproductive,health
[1927] overturn,#roevwade
[1926] mitch,mcconnell
[1926] mcconnell,eliminate
[1926] eliminate,filibuster
[1926] filibuster,install
[1926] install,supreme
[1926] court,justices
[1926] justices,overturn

Top Word Pairs in Tweet in G1:
[1797] mitch,mcconnell
[1797] mcconnell,eliminate
[1797] eliminate,filibuster
[1797] filibuster,install
[1797] install,supreme
[1797] supreme,court
[1797] court,justices
[1797] justices,overturn
[1797] overturn,#roevwade
[1796] sengillibrand,mitch

Top Word Pairs in Tweet in G2:
[608] texas,ban
[608] ban,upheld
[608] upheld,roe
[608] roe,overturned
[608] overturned,few
[608] few,notes
[608] notes,means
[608] means,people
[608] people,denied
[607] theradr,texas

Top Word Pairs in Tweet in G3:
[559] physicians,reproductive
[559] reproductive,health
[539] love,tour
[536] charity,partners
[536] health,black
[535] black,voters
[535] voters,matter
[531] million,charity
[529] tour,raised
[529] raised,over

Top Word Pairs in Tweet in G4:
[506] love,tour
[359] physicians,reproductive
[357] reproductive,health
[336] millón,dólares
[211] tour,recaudo
[211] recaudo,millón
[211] dólares,donar
[211] donar,caridades
[211] caridades,physicians
[210] harryargentina,love

Top Word Pairs in Tweet in G5:
[464] love,tour
[462] million,charity
[462] charity,partners
[443] harry,love
[443] tour,collected
[443] collected,million
[443] partners,charities
[443] charities,benefit
[443] benefit,donations
[442] theharrynews,harry

Top Word Pairs in Tweet in G6:
[379] reproductive,health
[379] health,care
[371] texas,abortion
[371] abortion,ban
[371] ban,#sb8
[361] #scotus,leaving
[361] leaving,dangerous
[361] dangerous,texas
[361] #sb8,place
[361] place,clear

Top Word Pairs in Tweet in G7:
[188] filibuster,eliminated
[188] eliminated,mcconnell
[188] mcconnell,trump
[188] trump,put
[188] put,gorsuch
[188] gorsuch,kavanaugh
[188] kavanaugh,barrett
[188] barrett,#scotus
[187] senatorbaldwin,filibuster
[187] #scotus,sho

Top Word Pairs in Tweet in G8:
[171] abortion,ban
[155] today,scotus
[155] scotus,decided
[155] decided,block
[155] block,texas'
[155] texas',deadly
[155] deadly,week
[155] week,abortion
[155] ban,day
[155] day,law

Top Word Pairs in Tweet in G9:
[168] abortion,ban
[160] ban,place
[160] gets,chipped
[160] chipped,away
[88] texas,abortion
[83] scotus,left
[83] left,cruel
[83] cruel,texas
[83] place,stand
[83] stand,idly

Top Word Pairs in Tweet in G10:
[194] supreme,court
[179] reproductive,rights
[179] rights,aren
[179] aren,debate
[179] debate,supreme
[179] court,protect
[179] protect,congress
[179] congress,needs
[179] needs,pass
[179] pass,women

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sengillibrand
@theradr
@hsdaily
@theharrynews
@drrobdavidson
@harryargentina
@senatorhick
@senatorbaldwin
@senatorbennet
@carolyn4ga7

Top Mentioned in G1:
@sengillibrand

Top Mentioned in G2:
@theradr
@sengillibrand

Top Mentioned in G3:
@hsdaily
@sweeetcreature
@hstyleswrld
@stylezpromo
@theharrynews
@jewelcoatfish
@harryargentina
@lhhispanic
@hlkingsnews

Top Mentioned in G4:
@harryargentina
@lhhispanic
@harrymexoficial
@18monthsontour
@lthsource
@loveontourdaiiy
@theharrynews
@hsdaily
@promoharrysquad
@lyhloveeely

Top Mentioned in G5:
@theharrynews
@hsdaily
@harryargentina
@harrymexoficial

Top Mentioned in G6:
@drrobdavidson
@sengillibrand
@annavalenciail
@theradr

Top Mentioned in G7:
@senatorbaldwin
@mjs_dc
@sengillibrand
@guardiannews
@drrobdavidson
@naral

Top Mentioned in G8:
@carolyn4ga7
@sharicedavids
@sengillibrand
@reprubengallego
@repdinatitus
@repjimmygomez
@repmikequigley
@repjohnlarson
@repbarbaralee
@pramilajayapal

Top Mentioned in G9:
@senatorbennet
@kinley_brenda
@senstabenow
@sengillibrand
@repcasten
@drrobdavidson
@carolyn4ga7
@pramilajayapal
@johnfetterman
@senatorhick

Top Mentioned in G10:
@senatorhick
@sengillibrand
@senatorbennet
@carolyn4ga7
@drrobdavidson
@joncoopertweets
@senstabenow
@theradr
@kathrynmatousek
@mrdavidbloom1

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@rk70534
@monicasloves
@cagney1991
@solutioneer72
@poandpo
@kat4obama
@7b73f39b85e1415
@rjber15
@joni_looking

Top Tweeters in G1:
@cagney1991
@stockguy61
@kak089
@reneevoicebrand
@sheiladecker19
@joanisparkles
@joekoffee
@straitarrow10
@sherrikuczeryk
@kath2252

Top Tweeters in G2:
@mharvey816
@jpjanson
@tadrow
@mapocoloco
@jjdebenedictis
@truemira
@garden4u_wa
@ppiixx
@zer0_w0lf
@cmarslett

Top Tweeters in G3:
@itstaramate
@roxamp
@ohh_daisyy
@dimedess
@tbslmelody
@purpleluv216
@amaliashr
@alyssa_marchese
@adoreyouerodahs
@finelinehighs

Top Tweeters in G4:
@candenaza98
@ivegotscarsiicf
@choosinglovebot
@earthwithdimple
@themoonsrose25
@sunflowerhour28
@dxrk_4
@loulvspn28
@natali_rvirgen3
@iminharrysheart

Top Tweeters in G5:
@cherrygalleries
@ltchjmbrkth
@olicity4life
@karencevanshaal
@peterparkleys
@louisisbravery
@msritasilva
@sunswilirise
@94canyonmoons
@teenagedirtbhaz

Top Tweeters in G6:
@joni_looking
@katcapps
@jjj5819
@vedehimajumdar
@princessbravato
@carolmaewy
@fieryreddragon
@wise_diva
@bjcrochet
@abramson1234

Top Tweeters in G7:
@b1e56df9ce6549f
@miss_placed_
@elkehollings
@alaskarebel
@mrkalman
@frackhazreveal
@shareitarie10
@4evrmomof4
@overunderclover
@drdind

Top Tweeters in G8:
@monicasloves
@inspiteoftrump
@all435reps
@shirley10090505
@greeeneyedwhwom
@aliadair22
@dbble5
@sabulosaa
@donna_west
@terryg1979

Top Tweeters in G9:
@rk70534
@briangrnotabot
@darrellpmwest
@sampson_elaine
@howyofwi
@karenattaylor
@birdappname
@shaker0309
@1zzyzyx1
@doyennesolace

Top Tweeters in G10:
@oldlady12345
@iamforeverblue2
@bad_woof
@debr3322
@cathyjoegpt
@carollarue
@deejay90192
@mercenarygraphi
@sagehillfarms
@loonylaura


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