Reproductive health, Twitter, 8/13/2019 9:24:41 AM, 206621


FAQ | Problem?

Reproductive health_2019-08-13_01-35-55.xlsx
Reproductive health_2019-08-13_01-35-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Short Description:
Reproductive health via NodeXL http://bit.ly/2YGH4xw
@rokhanna
@travisakers
@pattymurray
@berniesanders
@naral
@prochoiceforal1
@ppnodak
@alexismcgill
@doccrearperry
@kidcasteel

Top hashtags:
#titlex
#nswpol
#voteprochoicensw
#srhr
#getupspeakout
#iyd2019

Description:
Description
The graph represents a network of 5,458 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 Tuesday, 13 August 2019 at 08:37 UTC.

The requested start date was Monday, 12 August 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 3-day, 7-hour, 17-minute period from Thursday, 08 August 2019 at 16:43 UTC to Monday, 12 August 2019 at 00:01 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 : 5458
Unique Edges : 6733
Edges With Duplicates : 365
Total Edges : 7098
Number of Edge Types : 3
Tweet : 475
Mentions : 6393
Replies to : 230
Self-Loops : 475
Reciprocated Vertex Pair Ratio : 0.00979934671021932
Reciprocated Edge Ratio : 0.0194085027726433
Connected Components : 521
Single-Vertex Connected Components : 193
Maximum Vertices in a Connected Component : 2958
Maximum Edges in a Connected Component : 4248
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.036706
Graph Density : 0.000217967140144209
Modularity : 0.841181
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://tickets.edfringe.com/whats-on/without-your-permission
[13] https://tickets.edfringe.com/whats-on/zero-hour
[13] https://www.pscp.tv/w/cB9aaTMyNzU3OTl8MVprSnpyUmFwWG9KdjveT60BUx4UaE6rQmuVivQbCbGTy39cjPtByJVFCQFC
[6] https://ratical.org/ratville/CAH/fasci14chars.html
[6] https://www.reprosfightback.com/episodes-blog/we-cant-forget-about-the-reproductive-health-needs-of-adolescent-girls-in-humanitarian-settings
[6] https://prri.org/research/abortion-reproductive-health-midterms-trump-kavanaugh
[5] https://www.parliament.nsw.gov.au/committees/inquiries/Pages/inquiry-details.aspx?pk=2547
[4] https://www.colorlines.com/articles/planned-parenthoods-new-leader-racial-equity-and-reproductive-health-freedom
[4] https://www.parliament.nsw.gov.au/bills/Pages/bill-details.aspx?pk=3654
[3] https://www.nysenate.gov/newsroom/articles/2019/liz-krueger/faqs-about-reproductive-health-act

Top URLs in Tweet in G1:
[2] https://www.pscp.tv/w/cB9aaTMyNzU3OTl8MVprSnpyUmFwWG9KdjveT60BUx4UaE6rQmuVivQbCbGTy39cjPtByJVFCQFC
[1] https://medium.com/dialogue-and-discourse/employer-based-health-insurance-works-until-it-doesnt-d50acecdc20e?source=friends_link&sk=81c9ae76f72910e408f67d9013de7260
[1] https://twitter.com/CleClinicNews/status/1141262089115381764?s=19

Top URLs in Tweet in G4:
[1] https://twitter.com/jarridwilson/status/1160639818268721152
[1] https://twitter.com/MuskokaMoneybag/status/1159218332018630656

Top URLs in Tweet in G5:
[1] https://psmag.com/social-justice/what-its-like-to-get-reproductive-care-at-an-anti-abortion-anti-contraception-clinic
[1] http://www.ctcfp.org/nrhc/
[1] https://psmag.com/social-justice/how-health-officials-in-pro-life-states-are-quietly-dismantling-abortion-access
[1] https://twitter.com/rosiewestwood/status/1159187453347074048

Top URLs in Tweet in G6:
[10] https://www.pscp.tv/w/cB9aaTMyNzU3OTl8MVprSnpyUmFwWG9KdjveT60BUx4UaE6rQmuVivQbCbGTy39cjPtByJVFCQFC
[2] https://thehill.com/opinion/healthcare/455189-many-immigrant-women-arent-getting-access-to-health-care-due-to-fears
[2] https://www.jahonline.org/article/S1054-139X(19)30192-2/fulltext
[2] https://pres5.com/reproductive-and-sexual-health-session/
[2] http://iot.ng/index.php/2019/08/10/students-design-app-to-mine-big-data-on-reproductive-health-duke-today/
[2] https://hotjobsghana.com/reproductive-child-health-consultant/
[2] https://www.measureevaluation.org/resources/events/sustaining-the-impact-a-conversation-on-family-planning-and-reproductive-health
[1] http://healthstyle.plus/reproductive-health-of-young-people-and-ostrich-tale/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://twitter.com/pallavipnt/status/1159479690387709952
[1] https://www.forbes.com/sites/civicnation/2019/08/07/enabling-sexual-and-reproductive-rights-for-people-with-disabilities/#5cd4dc6c7a59

Top URLs in Tweet in G7:
[1] https://twitter.com/vickiringer/status/1159603203379515392
[1] https://slate.com/human-interest/2015/08/how-enslaved-womens-sexual-health-was-contested-in-the-antebellum-south.html
[1] https://www.huffpost.com/entry/abortion-florida-women-chamber-lauren-book_n_5d485b26e4b0aca34121e623

Top URLs in Tweet in G9:
[3] https://www.devex.com/news/sponsored/maternal-health-the-next-frontier-for-private-sector-engagement-94406
[2] http://bit.ly/2YI6Mgn
[2] https://www.theguardian.com/environment/2019/jul/11/improve-contraception-access-to-tackle-wildlife-crisis-urges-campaign
[1] https://www.engenderhealth.org/2019/08/05/the-nairobi-summit-driving-progress-on-sexual-and-reproductive-health-and-rights/
[1] https://twitter.com/unfpahaiti/status/1158357600347533312
[1] https://www.friendsofunfpa.org/freetown-sexual-and-reproductive-health-in-sierra-leone/
[1] https://twitter.com/victorianews/status/1158899846436159488
[1] https://chu.tbe.taleo.net/chu01/ats/careers/searchResults.jsp?org=ENGENDERHEALTH&cws=1&act=sort&sortColumn=1
[1] https://www.rappler.com/science-nature/life-health/234221-nothing-about-us-without-us-youth-advocates-sexual-reproductive-health-rights
[1] https://www.engenderhealth.org/2019/07/15/9-lessons-for-sustaining-family-planning-interventions-with-governments/

Top URLs in Tweet in G10:
[1] https://twitter.com/AlexGreenwich/status/1159217995836608514
[1] https://twitter.com/Barnaby_Joyce/status/1158154043920801792
[1] https://twitter.com/barnaby_joyce/status/1158154043920801792
[1] https://twitter.com/SummerMayFinlay/status/1160027491542507520
[1] https://twitter.com/YaThinkN/status/1159587203632119808
[1] https://twitter.com/pennysharpemlc/status/1159447621825519622

Top Domains
Top Domains in Tweet in Entire Graph:
[72] twitter.com
[26] edfringe.com
[13] pscp.tv
[11] gov.au
[8] dlvr.it
[8] facebook.com
[8] forbes.com
[7] bit.ly
[7] reprosfightback.com
[7] prri.org

Top Domains in Tweet in G1:
[2] pscp.tv
[1] medium.com
[1] twitter.com

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[2] psmag.com
[1] ctcfp.org
[1] twitter.com

Top Domains in Tweet in G6:
[19] twitter.com
[10] pscp.tv
[8] dlvr.it
[4] forbes.com
[3] pres5.com
[3] facebook.com
[2] networkofnews.com
[2] zmags.com
[2] co.zw
[2] thehill.com

Top Domains in Tweet in G7:
[1] twitter.com
[1] slate.com
[1] huffpost.com

Top Domains in Tweet in G9:
[4] devex.com
[2] engenderhealth.org
[2] twitter.com
[2] bit.ly
[2] theguardian.com
[1] friendsofunfpa.org
[1] taleo.net
[1] rappler.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[319] titlex
[31] nswpol
[30] voteprochoicensw
[28] srhr
[22] getupspeakout
[19] iyd2019
[19] familyplanning
[18] podcast
[18] health
[17] pwjk



Top Hashtags in Tweet in G1:
[3] medicareforall
[1] obamacare
[1] nabj19

Top Hashtags in Tweet in G4:
[6] conservatives
[6] cdnpoli

Top Hashtags in Tweet in G5:
[309] titlex
[1] protectx
[1] pacificstandardwriters

Top Hashtags in Tweet in G6:
[11] medicareforall
[8] health
[7] womenshealth
[6] reproductivehealth
[5] maternalmortality
[3] healthcare
[2] futureleadersconnect
[2] education
[2] reproductive
[2] conceiveplus

Top Hashtags in Tweet in G7:
[5] titlex
[1] mybodymychoice
[1] womensrightsarehumanrights

Top Hashtags in Tweet in G9:
[13] nairobisummit
[10] statehousetoday
[7] srhr
[5] imarchfor
[5] iyd2019
[5] flhe4ayp
[4] icpd25
[3] haiti
[3] women
[3] girls

Top Hashtags in Tweet in G10:
[27] nswpol
[27] voteprochoicensw
[11] abortion
[1] mybodymychoice
[1] giveitarest
[1] auspol

Top Words
Top Words in Tweet in Entire Graph:
[4825] Words in Sentiment List#1: Positive
[1701] Words in Sentiment List#2: Negative
[36] Words in Sentiment List#3: Angry/Violent
[116901] Non-categorized Words
[123427] Total Words
[4006] health
[2253] reproductive
[1455] abortion
[1399] care
[1350] right

Top Words in Tweet in G1:
[818] health
[792] berniesanders
[791] naral
[764] care
[760] abortion
[757] right
[752] control
[751] live
[751] des
[751] moines

Top Words in Tweet in G2:
[970] pag
[970] nyo
[485] usapang
[485] divorce
[485] law
[485] same
[485] sex
[485] marriage
[485] reproductive
[485] health

Top Words in Tweet in G3:
[476] health
[475] medicare
[475] comprehensive
[475] includes
[475] coverage
[475] vision
[475] dental
[475] hearing
[475] mental
[475] long

Top Words in Tweet in G4:
[439] abortion
[438] travisakers
[438] woman
[437] don
[437] t
[437] advocate
[437] support
[437] legal
[437] protections
[437] exercise

Top Words in Tweet in G5:
[322] health
[309] #titlex
[309] funded
[309] centers
[308] pattymurray
[269] title
[269] x
[266] t
[265] s
[265] rule

Top Words in Tweet in G6:
[228] health
[209] reproductive
[66] care
[45] sexual
[34] women
[23] s
[22] rights
[20] right
[19] access
[19] abortion

Top Words in Tweet in G7:
[257] women
[184] health
[179] reproductive
[126] essential
[126] half
[126] population
[126] demand
[126] equality
[126] well
[126] put

Top Words in Tweet in G8:
[139] eugenegu
[137] shot
[137] dark
[137] startup
[137] offering
[137] 50
[137] 000
[137] celebrity
[137] influencer
[137] over

Top Words in Tweet in G9:
[51] reproductive
[49] health
[27] sexual
[25] unfpa
[22] access
[21] s
[20] atayeshe
[20] women
[19] executive
[19] director

Top Words in Tweet in G10:
[102] health
[101] reproductive
[101] bill
[82] care
[65] reform
[39] 2019
[38] passed
[35] legislative
[35] assembly
[31] 119

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1894] reproductive,health
[1229] health,care
[822] right,control
[784] abortion,health
[771] care,live
[771] live,des
[771] des,moines
[771] moines,town
[771] town,hall
[771] hall,naral

Top Word Pairs in Tweet in G1:
[758] health,care
[753] abortion,health
[751] care,live
[751] live,des
[751] des,moines
[751] moines,town
[751] town,hall
[751] hall,naral
[751] naral,right
[751] right,control

Top Word Pairs in Tweet in G2:
[485] pag,usapang
[485] usapang,divorce
[485] divorce,law
[485] law,same
[485] same,sex
[485] sex,marriage
[485] marriage,reproductive
[485] reproductive,health
[485] health,saka
[485] saka,nyo

Top Word Pairs in Tweet in G3:
[475] medicare,comprehensive
[475] comprehensive,includes
[475] includes,coverage
[475] coverage,vision
[475] vision,dental
[475] dental,hearing
[475] hearing,mental
[475] mental,health
[475] health,long
[474] rokhanna,medicare

Top Word Pairs in Tweet in G4:
[437] don,t
[437] t,advocate
[437] advocate,abortion
[437] abortion,support
[437] support,legal
[437] legal,protections
[437] protections,woman
[437] woman,exercise
[437] exercise,constitutional
[437] constitutional,right

Top Word Pairs in Tweet in G5:
[309] funded,health
[309] health,centers
[269] title,x
[264] gag,rule
[263] under,president
[263] president,trump
[263] trump,s
[263] s,dangerous
[263] dangerous,#titlex
[263] #titlex,gag

Top Word Pairs in Tweet in G6:
[153] reproductive,health
[39] health,care
[34] sexual,reproductive
[10] women,s
[10] health,services
[10] women's,reproductive
[10] abortion,health
[10] care,live
[10] live,des
[10] des,moines

Top Word Pairs in Tweet in G7:
[176] reproductive,health
[126] health,essential
[126] essential,women
[126] women,half
[126] half,population
[126] population,demand
[126] demand,equality
[126] equality,women
[126] women,well
[126] well,put

Top Word Pairs in Tweet in G8:
[137] shot,dark
[137] dark,startup
[137] startup,offering
[137] offering,50
[137] 50,000
[137] 000,celebrity
[137] celebrity,influencer
[137] influencer,over
[137] over,5
[137] 5,million

Top Word Pairs in Tweet in G9:
[36] reproductive,health
[19] executive,director
[17] sexual,reproductive
[15] access,sexual
[12] family,planning
[10] #statehousetoday,executive
[10] director,unfpa
[10] unfpa,dr
[10] dr,natalia
[10] natalia,kanem

Top Word Pairs in Tweet in G10:
[96] reproductive,health
[82] health,care
[65] care,reform
[63] reform,bill
[39] bill,2019
[35] legislative,assembly
[31] 119,years
[25] assembly,59
[25] 59,31
[25] #nswpol,#voteprochoicensw

Top Replied-To
Top Replied-To in Entire Graph:
@berniesanders
@senatorwicker
@tedcruz
@travisakers
@loverofsnark
@realdonaldtrump
@k_ophelia
@marlohnr
@drjengunter
@soleilisola

Top Replied-To in G1:
@berniesanders
@marlohnr
@josiegrosssie
@ekaz44

Top Replied-To in G4:
@travisakers

Top Replied-To in G5:
@pattymurray

Top Replied-To in G8:
@eugenegu
@demianaelias

Top Replied-To in G9:
@scotlandchooses
@curiousallele
@tryingattimes
@victorianews
@tracilbaird
@guardian

Top Replied-To in G10:
@bradcatalyst
@csmunday

Top Mentioned
Top Mentioned in Entire Graph:
@naral
@berniesanders
@rokhanna
@magzshots
@travisakers
@pattymurray
@eugenegu
@kidcasteel
@repjayapal
@vadogwoodnews

Top Mentioned in G1:
@naral
@berniesanders
@rokhanna
@anniegrayercnn
@travisakers
@allyson_renee7
@bernie
@_feel_the_bern_

Top Mentioned in G2:
@magzshots

Top Mentioned in G3:
@rokhanna

Top Mentioned in G4:
@travisakers
@retail_recruit
@rokhanna
@gdad1

Top Mentioned in G5:
@pattymurray
@pacificstand
@travisakers
@rokhanna
@fp_ntc
@franciediep
@garretthall949
@nfprha
@jonahshai

Top Mentioned in G6:
@sexhealth_bio
@mcspglobal
@12blaxx
@bonewsservice
@pairsonnalitesa
@skinnergj
@sceaafrica
@publichealthbio

Top Mentioned in G7:
@kidcasteel
@hawkeyeresists
@travisakers
@pattymurray
@rokhanna
@allen_kimble
@eugenegu
@eorlins
@book4senate

Top Mentioned in G8:
@eugenegu
@travisakers
@rokhanna
@berniesanders
@naral
@beyonce
@kimkardashian
@oprah
@kidcasteel

Top Mentioned in G9:
@unfpa
@atayeshe
@womendeliver
@presidency_gmb
@bar
@eva_nigeria
@un
@sani_scholar
@engenderhealth
@victorianews

Top Mentioned in G10:
@nswpca
@pennysharpemlc
@janecaro
@broomstick33
@famplanningnsw
@caitlinmlangley
@barnaby_joyce
@welaust
@sinead_canning
@satanicaus

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalitesa
@mackaysuzie
@mlnangalama
@moonbootica
@skinnergj
@cagney1991
@solutioneer72
@algonfdez
@bannerite
@drdaveanddee

Top Tweeters in G1:
@moonbootica
@algonfdez
@drdaveanddee
@billm9
@scott1984fp
@itswanda
@sueleugers
@altai_armande
@purplegarter1
@famouspixs

Top Tweeters in G2:
@picochu_
@luginageorge
@ishimaerm
@ikmbrly
@amicahantonioo
@maemorningstar
@dniellagtpndnxx
@annepilapil_
@notbry_
@_uniss

Top Tweeters in G3:
@willseattle
@rhiles2760
@caffreyej
@dpmax100
@stevenmroberts
@amorgaia
@mandelamen
@barbiewithatude
@nursevictoria11
@idreamin4d

Top Tweeters in G4:
@phendricks71
@anthonybourque
@solusnan1
@newyorker2212
@spryguy
@kcolaizzo
@muskokamoneybag
@deansherrys
@lindakws1
@kenikewahine78

Top Tweeters in G5:
@cagney1991
@inspiteoftrump
@lechatnoire4
@wildwillow65
@tyberzannxxxx
@sandi_childs
@cherokeenative3
@genghisgalahad2
@mjanemarshall
@augusteve2012

Top Tweeters in G6:
@pairsonnalitesa
@skinnergj
@modernghanaweb
@pookietooth
@nofnews_kenya
@parkerchuks
@nofnews_ghana
@thepres5
@pres5ar
@bigdatabatman

Top Tweeters in G7:
@marieproia
@w55unicorn
@mlczone
@nancypeggy
@bad_woof
@eddyrogerparker
@way2gosassy
@my2twh
@ae4ca
@garden4u_wa

Top Tweeters in G8:
@b1e56df9ce6549f
@charluv2011
@amadii
@lslay19
@badwebsites
@katgodspell
@lakersgold
@chloepoliticat
@buttasw
@debshearer1

Top Tweeters in G9:
@guardian
@dophin11
@drrafiqraji
@moranrisin
@yonwumman
@63_susan
@lavndrblue
@ryjaska
@un
@curiousallele

Top Tweeters in G10:
@yathinkn
@broomstick33
@justanotweet
@fluffula
@leftboomer
@jrehnj
@kirrinabarry
@janecaro
@marieco92176893
@politicaltragic