Reproductive health, Twitter, 3/1/2021 7:31:16 AM, 249837


FAQ | Problem?

Reproductive health_2021-02-28_20-28-40.xlsx
Reproductive health_2021-02-28_20-28-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 01, 2021
Short Description:
Reproductive health via NodeXL https://bit.ly/3kzzIUo
@thewombshaman
@unaids
@mrbangalis
@abriphin
@unfpa
@univaccessproj
@senwarren
@msnwangwa
@19thnews
@dela_the_inker

Top hashtags:
#covid19
#sexualityedwithbakshi
#one2onewebsitelaunch
#reproductivehealth
#poland

Description:
Description
The graph represents a network of 7,887 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, 01 March 2021 at 04:37 UTC.

The requested start date was Monday, 01 March 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 5-day, 6-hour, 22-minute period from Tuesday, 23 February 2021 at 01:19 UTC to Sunday, 28 February 2021 at 07:42 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 : 7887
Unique Edges : 3866
Edges With Duplicates : 12028
Total Edges : 15894
Number of Edge Types : 5
Tweet : 1078
Retweet : 5656
MentionsInRetweet : 7135
Replies to : 466
Mentions : 1559
Self-Loops : 1116
Reciprocated Vertex Pair Ratio : 0.0246363209760676
Reciprocated Edge Ratio : 0.0480879322189146
Connected Components : 1112
Single-Vertex Connected Components : 452
Maximum Vertices in a Connected Component : 4106
Maximum Edges in a Connected Component : 9802
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 9.317475
Graph Density : 0.000140425045744255
Modularity : 0.550117
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 7,887 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, 01 March 2021 at 04:37 UTC.

The requested start date was Monday, 01 March 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 5-day, 6-hour, 22-minute period from Tuesday, 23 February 2021 at 01:19 UTC to Sunday, 28 February 2021 at 07:42 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:
[1] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fwww.thehindu.com%2Fnews%2Fcities%2FKochi%2Fregistration-from-tomorrow-for-people-above-60-for-vaccination%2Farticle33951974.ece&ct=ga&cd=CAIyGTUzZTJiNmZiZTBjZDM2NTY6Y2E6ZW46Q0E&usg=AFQjCNHZTxv2NrwvQ4fI_MTp6f2dZpWMSw&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.kff.org/womens-health-policy/press-release/survey-obgyns-report-that-the-affordable-care-act-has-increased-use-of-contraceptives-among-patients-but-the-cost-of-reproductive-health-care-still-a-burden-for-their-low-income-patients/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.houstonpublicmedia.org/articles/news/health-science/2021/02/05/390833/texas-house-bill-would-provide-contraception-to-chip-recipients-in-effort-to-lower-teen-pregnancy-rates/?utm_source=twitter-share-article&utm_medium=button&utm_campaign=hpm-share-link
[1] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fwww.washingtonpost.com%2Fopinions%2F2021%2F02%2F22%2Freproductive-health-equity-act-is-next-step-virginia-women%2F&ct=ga&cd=CAIyGTM1ZDA2ZjQ1Mjc3YTNmNzg6Y2E6ZW46Q0E&usg=AFQjCNG3pC0lR-26GcSZkFQV6ocuqRyl1w&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.google.com/imgres?imgurl=https://imagesvc.meredithcorp.io/v3/mm/image?url%3Dhttps%253A%252F%252Fstatic.onecms.io%252Fwp-content%252Fuploads%252Fsites%252F20%252F2021%252F01%252F27%252Fhalsey-pregnancy-2.jpg&imgrefurl=https://people.com/parents/halsey-pregnant-everything-said-about-reproductive-health-miscarriage-endometriosis/&tbnid=Dzk4vufRg-NStM&vet=1&docid=EOUauwjxwwnApM&w=1201&h=1500&hl=en&source=sh/x/im
[1] https://nayakenya.org/2021/02/16/we-need-clear-standards-guidelines-to-prevent-unsafe-abortions/

Top URLs in Tweet in G2:
[1] https://www.google.com/imgres?imgurl=https://imagesvc.meredithcorp.io/v3/mm/image?url%3Dhttps%253A%252F%252Fstatic.onecms.io%252Fwp-content%252Fuploads%252Fsites%252F20%252F2021%252F01%252F27%252Fhalsey-pregnancy-2.jpg&imgrefurl=https://people.com/parents/halsey-pregnant-everything-said-about-reproductive-health-miscarriage-endometriosis/&tbnid=Dzk4vufRg-NStM&vet=1&docid=EOUauwjxwwnApM&w=1201&h=1500&hl=en&source=sh/x/im
[1] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fwww.washingtonpost.com%2Fopinions%2F2021%2F02%2F22%2Freproductive-health-equity-act-is-next-step-virginia-women%2F&ct=ga&cd=CAIyGTM1ZDA2ZjQ1Mjc3YTNmNzg6Y2E6ZW46Q0E&usg=AFQjCNG3pC0lR-26GcSZkFQV6ocuqRyl1w&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fwww.thehindu.com%2Fnews%2Fcities%2FKochi%2Fregistration-from-tomorrow-for-people-above-60-for-vaccination%2Farticle33951974.ece&ct=ga&cd=CAIyGTUzZTJiNmZiZTBjZDM2NTY6Y2E6ZW46Q0E&usg=AFQjCNHZTxv2NrwvQ4fI_MTp6f2dZpWMSw&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
[1] https://www.kff.org/womens-health-policy/press-release/survey-obgyns-report-that-the-affordable-care-act-has-increased-use-of-contraceptives-among-patients-but-the-cost-of-reproductive-health-care-still-a-burden-for-their-low-income-patients/?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[191] twitter.com
[41] americanindependent.com
[40] 19thnews.org
[34] cnn.com
[30] one2onekenya.org
[27] kff.org
[23] vanguardngr.com
[20] google.com
[19] youtube.com
[18] reprosfightback.com

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

Top Domains in Tweet in G2:
[60] twitter.com
[16] cnn.com
[8] genprogress.org
[6] youtube.com
[6] linkedin.com
[5] google.com
[5] 19thnews.org
[4] nih.gov
[4] co.za
[3] nytimes.com

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G4:
[6] 19thnews.org
[6] washingtonpost.com
[3] trib.al
[2] nbcnews.com
[2] eventbrite.com
[2] abajournal.com
[1] npr.org
[1] wellandgood.com
[1] wral.com
[1] msmagazine.com

Top Domains in Tweet in G5:
[6] pscp.tv
[3] data2x.org
[3] twitter.com
[3] unfpa.org
[2] un.org
[1] equaleverywhere.org
[1] friendsofunfpa.org
[1] usaid.gov
[1] people.com
[1] populationmatters.org

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[23] kff.org
[21] 19thnews.org
[3] twitter.com
[2] womendeliver.org
[2] californiahealthline.org
[2] equityfwd.org
[2] napglobalnetwork.org
[1] nytimes.com
[1] radian6.com
[1] womensfoundca.org

Top Domains in Tweet in G9:
[1] com.au

Top Domains in Tweet in G10:
[18] reprosfightback.com
[11] guttmacher.org
[6] twitter.com
[3] reproductiverights.org
[3] actionnetwork.org
[3] cnn.com
[3] srhrforall.org
[2] youtube.com
[1] whitehouse.gov
[1] thewomxnproject.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[109] covid19
[89] sexualityedwithbakshi
[74] one2onewebsitelaunch
[46] reproductivehealth
[42] poland
[41] ruleoflaw
[39] maternaljustice
[37] bonganaone2one
[36] womenshealth
[31] srhr



Top Hashtags in Tweet in G2:
[15] health
[8] reproductivehealth
[6] reproductive
[6] womenshealth
[5] infertility
[5] sexualhealth
[5] fertility
[5] pregnancy
[5] healthcare
[3] birthcontrol

Top Hashtags in Tweet in G4:
[3] nationalnow
[2] nowrjs21
[1] democrats
[1] maternaljustice
[1] rhea
[1] reproductivehealthequityact
[1] politiciansmakecrappydoctors
[1] covid19
[1] abortionisessential

Top Hashtags in Tweet in G5:
[28] cabodelgado
[19] climate
[11] covid19
[10] leavenoonebehind
[9] letstalkcontraceptives
[9] letstalkcontraceptive
[5] bigdata
[5] genderequality
[5] letstalkdavos
[5] unsc

Top Hashtags in Tweet in G7:
[11] scotus
[7] obgyn
[7] newonkhn
[5] srhealthcare
[5] climatechange
[4] abortion
[3] obgyns
[3] lgbtq
[3] srh
[3] genderequality

Top Hashtags in Tweet in G9:
[2] workinprogress

Top Hashtags in Tweet in G10:
[24] beboldendhyde
[19] podcast
[12] venezuela
[11] covid19
[11] srhr
[10] bridgerton
[8] southcarolina
[7] srh
[5] buildbackbetter
[4] nationalcondomweek

Top Words
Top Words in Tweet in Entire Graph:
[5547] health
[4370] reproductive
[1530] sexual
[1176] woman
[1167] rights
[1027] years
[1025] during
[997] women
[981] physical
[979] poor

Top Words in Tweet in G1:
[930] menstrual
[930] health
[928] thewombshaman
[927] average
[927] woman
[927] menstruates
[927] 10
[927] years
[927] during
[927] lifetime

Top Words in Tweet in G2:
[523] health
[476] reproductive
[117] women
[101] sexual
[72] care
[52] rights
[47] more
[44] people
[41] office
[38] senate

Top Words in Tweet in G3:
[335] reproductive
[334] health
[328] dela_the_inker
[324] medical
[324] director
[324] very
[324] knowledgeable
[324] issues
[324] regarding
[324] host

Top Words in Tweet in G4:
[301] reproductive
[269] senwarren
[269] biden
[269] abortion
[268] rights
[257] administration
[257] including
[256] commitment
[254] re
[253] appreciate

Top Words in Tweet in G5:
[234] health
[204] reproductive
[128] sexual
[76] services
[57] unfpa
[51] gender
[50] access
[48] information
[48] women
[47] ensuring

Top Words in Tweet in G6:
[205] men
[203] go
[203] quoted
[203] replies
[203] see
[203] many
[203] humans
[203] lack
[203] ability
[203] comprehend

Top Words in Tweet in G7:
[105] reproductive
[102] health
[93] 19thnews
[73] senate
[67] letter
[64] first
[64] shared
[62] seven
[62] called
[60] obgyns

Top Words in Tweet in G8:
[183] woman
[182] kept
[182] copy
[182] newspaper
[182] june
[182] 2011
[182] depopulation
[182] forced
[182] vaccination
[182] zero

Top Words in Tweet in G9:
[149] health
[147] nb
[145] government
[144] federal
[144] withholding
[144] 140
[144] 000
[144] canada
[144] transfer
[144] province

Top Words in Tweet in G10:
[128] health
[124] reproductive
[60] sexual
[53] sex
[48] care
[47] today
[44] guttmacher
[40] potus
[40] rights
[34] access

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3314] reproductive,health
[1282] sexual,reproductive
[946] physical,health
[940] poor,menstrual
[940] menstrual,hygiene
[934] 10,years
[932] average,woman
[932] woman,menstruates
[932] menstruates,10
[932] years,during

Top Word Pairs in Tweet in G1:
[927] average,woman
[927] woman,menstruates
[927] menstruates,10
[927] 10,years
[927] years,during
[927] during,lifetime
[927] lifetime,poor
[927] poor,menstrual
[927] menstrual,hygiene
[927] hygiene,pose

Top Word Pairs in Tweet in G2:
[365] reproductive,health
[83] sexual,reproductive
[48] health,care
[33] group,senate
[33] biden,create
[33] create,office
[29] women,reproductive
[25] health,rights
[25] office,devoted
[25] devoted,reproductive

Top Word Pairs in Tweet in G3:
[334] reproductive,health
[324] medical,director
[324] director,very
[324] very,knowledgeable
[324] knowledgeable,issues
[324] issues,regarding
[324] regarding,reproductive
[324] health,host
[324] host,program
[323] dela_the_inker,medical

Top Word Pairs in Tweet in G4:
[257] reproductive,rights
[256] commitment,reproductive
[255] biden,administration
[253] appreciate,biden
[253] administration,commitment
[253] rights,including
[253] including,contraception
[253] contraception,abortion
[253] abortion,re
[252] senwarren,appreciate

Top Word Pairs in Tweet in G5:
[188] reproductive,health
[113] sexual,reproductive
[46] access,sexual
[42] gender,equality
[42] health,information
[41] equality,achieved
[41] achieved,without
[41] without,ensuring
[41] ensuring,access
[41] information,services

Top Word Pairs in Tweet in G6:
[203] go,quoted
[203] quoted,replies
[203] replies,see
[203] see,many
[203] many,humans
[203] humans,lack
[203] lack,ability
[203] ability,comprehend
[203] comprehend,tweet
[203] tweet,doesn

Top Word Pairs in Tweet in G7:
[82] reproductive,health
[64] letter,first
[64] first,shared
[58] seven,senate
[52] called,administrative
[48] shared,19thnews
[48] 19thnews,seven
[48] senate,dems
[48] dems,called
[43] wednesday,scoop

Top Word Pairs in Tweet in G8:
[182] woman,kept
[182] kept,copy
[182] copy,newspaper
[182] newspaper,june
[182] june,2011
[182] 2011,depopulation
[182] depopulation,forced
[182] forced,vaccination
[182] vaccination,zero
[182] zero,carbon

Top Word Pairs in Tweet in G9:
[144] federal,government
[144] government,withholding
[144] withholding,140
[144] 140,000
[144] 000,canada
[144] canada,health
[144] health,transfer
[144] transfer,nb
[144] nb,province
[144] province,refuses

Top Word Pairs in Tweet in G10:
[99] reproductive,health
[47] sexual,reproductive
[43] health,care
[32] sex,ed
[25] health,rights
[21] potus,vp
[21] vp,today
[21] today,great
[21] great,day
[21] day,#beboldendhyde

Top Replied-To
Top Replied-To in Entire Graph:
@tommyasc91
@repmtg
@tedcruz
@ded0n1s
@baddanadanabad
@laurenboebert
@ohnoshetwitnt
@harryzoma
@cnn
@potus

Top Replied-To in G1:
@thewombshaman

Top Replied-To in G3:
@makahorney
@kobby_a_
@dela_the_inker

Top Replied-To in G4:
@senwarren
@senduckworth
@marshablackburn
@halleybondy
@laverne19228030

Top Replied-To in G5:
@unfpa
@ntvkenya
@barkymalarkey1
@accountlabng
@alex_omari1
@eva_nigeria
@osmanasesay5

Top Replied-To in G6:
@thebluefaery

Top Replied-To in G7:
@alekagurel
@rephagedorn
@xavierbecerra
@bigjmccandless

Top Replied-To in G8:
@redisblunt

Top Replied-To in G9:
@lynayanb

Top Replied-To in G10:
@potus
@repdanbishop
@thetimes

Top Mentioned
Top Mentioned in Entire Graph:
@thewombshaman
@dela_the_inker
@senwarren
@msnwangwa
@sam2323_43433
@meganmitton
@bakshiasuman
@19thnews
@ppact
@unfpa

Top Mentioned in G1:
@thewombshaman
@sciencetrusted

Top Mentioned in G2:
@stigmabase
@3fhi_
@tglguidelines
@ghostsaregay
@drcalexanderfer
@drbrandye
@rebelliousmag
@nevona

Top Mentioned in G3:
@dela_the_inker
@leftysalami
@kobby_a_
@9bear_
@_horsu
@badu_joezzy
@makahorney
@llovearmani

Top Mentioned in G4:
@senwarren
@nationalnow
@sengillibrand
@senbooker
@senmarkey
@senjeffmerkley
@senduckworth
@senblumenthal
@sarahthefifth
@poderosasva

Top Mentioned in G5:
@unfpa
@unfpauganda
@unfpamocambique
@nisreenelsaim
@un
@natasupernova
@unfpaasia
@wfp_unhas
@ntvkenya
@onyangomaina

Top Mentioned in G6:
@msnwangwa
@thewombshaman
@mskelao21
@dela_the_inker
@namibiansun
@cassiebravo2
@doggomuffin1
@transsalamander
@sportisaright
@tuyeimohaidula

Top Mentioned in G7:
@19thnews
@shefalil
@emarvelous
@kff
@xavierbecerra
@hhsgov
@a_salganicoff
@drsenait
@womendeliver
@khnews

Top Mentioned in G8:
@sam2323_43433
@rreactor
@rjnln02
@redisblunt

Top Mentioned in G9:
@meganmitton
@iwmf
@ojosdeanita
@womenphotograph
@hfxmermaid
@amnesty
@latfemnoticias
@opensociety
@visuramedia
@iwmf_es

Top Mentioned in G10:
@guttmacher
@potus
@reprosfightback
@vp
@reprorights
@sistersong_woc
@ppfa
@zaraindc
@ipasorg
@nytimes

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@mlnangalama
@pairsonnalitesa
@chidambara09
@solutioneer72
@rjber15
@jude_mugabi
@femtech_
@7b73f39b85e1415
@britpoptarts

Top Tweeters in G1:
@nahfam__
@labeautyologist
@_dailasoul_
@_turnblad
@shiglizzyy_
@tavietavie
@danibabe__
@ikhayun
@55mmbae
@tittycat_

Top Tweeters in G2:
@pairsonnalitesa
@naijawhatsup
@stigmabase
@floochowsky
@wbaltv11
@mile_by_mile
@wlwt
@jcomm_newsfeeds
@wisn12news
@wmur9

Top Tweeters in G3:
@nerdy_ian
@alextackie
@the_amponsa
@driz_04
@nattie_best
@kafuimodrizzy
@jeffwellz
@kislev__
@atoberdy
@_asabere_

Top Tweeters in G4:
@solutioneer72
@inspiteoftrump
@awelab1956
@wellness4you13
@trumpwatchnews
@glangendorf01
@cultiv8hope
@dvanhook822
@jeffreymeursing
@jjdebenedictis

Top Tweeters in G5:
@chidambara09
@ntvkenya
@milaniolivera
@barkymalarkey1
@people
@akuabafame
@salhaj
@phumlani_prep
@msantosfrc
@un

Top Tweeters in G6:
@twillynavy246
@baelizean
@erhiskobi
@egho231
@wheelsntoys
@sparkleshines
@simplemacsmith
@cieranicole____
@focusonhazz
@unrulynarrator

Top Tweeters in G7:
@debbie_dease
@begiiigiles
@scout2462
@walkerdl
@corinneam
@dardar1126
@vaw511
@monitor_ph
@duckyaisha
@farrahfazal

Top Tweeters in G8:
@cordeirorick
@lamoonlynn
@micropan44
@ggthinking
@raysr1946
@neuro7plastic
@buzzman888
@majmo50
@davidthomas38
@tmzedg

Top Tweeters in G9:
@allan_crawshaw
@wavetop
@michaelcozens
@deepgreendesign
@scooterissima
@theslimdude
@queerthoughts
@ciiaqaplfraser
@elle_v__
@johndotbastable

Top Tweeters in G10:
@rjber15
@honeymoongondol
@nytimes
@terpsichore_los
@nayasala
@letat_lechat
@endtheoligarch
@anonomouse1981
@thetimes
@helmsinki