Reproductive health, Twitter, 9/6/2021 9:09:31 AM, 261269


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Reproductive health_2021-09-05_20-57-00.xlsx
Reproductive health_2021-09-05_20-57-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2021
Short Description:
Reproductive health via NodeXL https://bit.ly/3BLY1pj
@briantylercohen
@karenattiah
@speakerpelosi
@thetinavasquez
@kathryn10713069
@lincolnsbible
@peterhotez
@kylegriffin1
@michellecyca
@un_women

Top hashtags:
#sb8
#bansoffourbodies
#texasabortionlaw
#roevwade

Description:
Description
The graph represents a network of 8,126 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, 06 September 2021 at 04:03 UTC.

The requested start date was Monday, 06 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 2-day, 1-hour, 29-minute period from Friday, 03 September 2021 at 03:28 UTC to Sunday, 05 September 2021 at 04:57 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 : 8126
Unique Edges : 2654
Edges With Duplicates : 13630
Total Edges : 16284
Number of Edge Types : 5
Retweet : 6725
MentionsInRetweet : 7738
Mentions : 804
Tweet : 648
Replies to : 369
Self-Loops : 666
Reciprocated Vertex Pair Ratio : 0.00513229927007299
Reciprocated Edge Ratio : 0.0102121865426075
Connected Components : 730
Single-Vertex Connected Components : 242
Maximum Vertices in a Connected Component : 5713
Maximum Edges in a Connected Component : 12667
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.542905
Graph Density : 0.00013348226963782
Modularity : 0.528663
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 8,126 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, 06 September 2021 at 04:03 UTC.

The requested start date was Monday, 06 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 2-day, 1-hour, 29-minute period from Friday, 03 September 2021 at 03:28 UTC to Sunday, 05 September 2021 at 04:57 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:
[67] https://www.nbcnews.com/health/womens-health/how-texas-abortion-law-undermining-native-american-women-s-reproductive-n1278494
[27] https://biozhena.files.wordpress.com/2019/09/transforming-female-reproductive-health-management-918-1-ed-919-blue11slides-w.yellowref.to20sl.ppsx
[22] https://biozhena.files.wordpress.com/2021/05/comparison-minimum-viable-scenario-mvs-and-full-value-scenario-fvs.pps
[18] https://biozhena.files.wordpress.com/2018/10/full-value-scenario-overall-summary-public-3.docx
[15] https://biozhena.files.wordpress.com/2020/01/ovulona-from-startup-version-to-cervical-ring-implementation-3-slides-ography-link.pdf
[11] https://biozhena.files.wordpress.com/2019/09/biozhena-technology-overview-for-people-who-know-womens-health-eee.pdf
[11] https://biozhena.files.wordpress.com/2014/10/ovulona-quick-intro-4-slides1.pps
[10] 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
[9] https://www.weareplannedparenthood.org/aR-2oEJliUmK7sUQiEtrFQ2?sourceid=1011141
[7] https://www.nbcnews.com/health/womens-health/how-texas-abortion-law-undermining-native-american-women-s-reproductive-n1278494?cid=sm_npd_nn_fb_ma&fbclid=IwAR2c-9CT03OL_aj8baVv2NwsAe3kPVNJdA2eQrhCBjvoaJE9Om8molEnz3I

Top URLs in Tweet in G1:
[1] https://twitter.com/AnaCabrera/status/1433386623127916552

Top URLs in Tweet in G2:
[1] https://www.akpress.org/abortion-forever-t-shirt.html
[1] https://twitter.com/KatyMontgomerie/status/1433180973366190080

Top URLs in Tweet in G3:
[1] https://www.speaker.gov/newsroom/9221
[1] https://en.wikipedia.org/wiki/Reproductive_Health_Act
[1] https://twitter.com/Budhahess/status/1434210024113545217

Top URLs in Tweet in G4:
[3] https://www.nbcnews.com/health/womens-health/how-texas-abortion-law-undermining-native-american-women-s-reproductive-n1278494
[1] https://www.texastribune.org/2021/09/02/texas-abortion-heartbeat-bill/amp/
[1] https://twitter.com/bettybowers/status/1433125920546725892
[1] https://twitter.com/donwinslow/status/1433944503258210304

Top URLs in Tweet in G5:
[1] 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=group-takeitbackorg&referrer=group-takeitbackorg&redirect=https://secure.actblue.com/donate/tib_womens_health_protection_pro_choice&link_id=4&refcodeEmailReferrer=email_1280576&can_id=97e9e3500d271a3f2a7bc06da72b3d08&email_referrer=email_1280576&email_subject=help-protect-reproductive-freedom

Top URLs in Tweet in G6:
[26] https://www.nbcnews.com/health/womens-health/how-texas-abortion-law-undermining-native-american-women-s-reproductive-n1278494
[4] https://www.cnn.com/2021/09/03/world/how-texas-abortion-law-compares-to-world-intl-cmd/index.html
[3] https://twitter.com/rebeccaseals/status/1433575316451205134
[2] https://www.usatoday.com/story/tech/2021/09/02/texas-abortion-law-bumble-fund-womens-health-austin-company/5704117001/
[2] https://mailchi.mp/23ce239a0e57/employment-reproductive-health
[2] https://za.pairsonnalites.org/2021/09/expression-of-interest-for-partners-to.html?utm_source=dlvr.it&utm_medium=twitter
[2] 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
[2] 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=group-takeitbackorg&referrer=group-takeitbackorg&redirect=https://secure.actblue.com/donate/tib_womens_health_protection_pro_choice&link_id=0&refcodeEmailReferrer=email_1280576&can_id=b0ac1ab627b9ddbe343850859e05900b&email_referrer=email_1280576&email_subject=help-protect-reproductive-freedom
[2] https://www.prnewswire.com/news-releases/nuprobe-global-and-bionano-to-co-develop-products-in-reproductive-health-and-oncology-testing-301367392.html
[1] https://www.kxan.com/news/texas-politics/navigating-texas-new-abortion-law-will-be-tricky-for-providers-experts-say/?utm_medium=referral&utm_campaign=socialflow&utm_source=t.co

Top URLs in Tweet in G7:
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FCOINOregon%2Fposts%2F122166936833350

Top URLs in Tweet in G8:
[1] https://twitter.com/davidakin/status/1434182507050803203

Top URLs in Tweet in G10:
[3] https://twitter.com/SpeakerPelosi/status/1433457772671164417
[2] https://twitter.com/RepJudyChu/status/1433055165821685760
[1] https://mailchi.mp/texastribune/the-brief-why-heartbeat-bill-is-a-misleading-name?e=ad61cec78b
[1] https://twitter.com/OversightDems/status/1433073714040655879
[1] https://twitter.com/nytimes/status/1433087273722130433
[1] https://www.speaker.gov/newsroom/9221
[1] https://thehill.com/policy/healthcare/570576-pelosi-says-house-will-vote-on-bill-to-ensure-abortion-access-after-supreme
[1] https://katiehobbs.org/
[1] https://twitter.com/PPFA/status/1432933022030983169
[1] https://twitter.com/rangerjoe63dot/status/1433593755160891394

Top Domains
Top Domains in Tweet in Entire Graph:
[146] twitter.com
[123] wordpress.com
[76] nbcnews.com
[25] weareplannedparenthood.org
[7] actblue.com
[7] bit.ly
[6] cnn.com
[5] huffpost.com
[5] washingtonpost.com
[5] whitehouse.gov

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

Top Domains in Tweet in G2:
[1] akpress.org
[1] twitter.com

Top Domains in Tweet in G3:
[1] speaker.gov
[1] wikipedia.org
[1] twitter.com

Top Domains in Tweet in G4:
[3] nbcnews.com
[2] twitter.com
[1] texastribune.org

Top Domains in Tweet in G5:
[1] actionnetwork.org

Top Domains in Tweet in G6:
[43] twitter.com
[26] nbcnews.com
[10] weareplannedparenthood.org
[4] cnn.com
[4] actionnetwork.org
[2] talkingpointsmemo.com
[2] plannedparenthood.org
[2] usatoday.com
[2] mailchi.mp
[2] rappler.com

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

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G10:
[9] twitter.com
[1] mailchi.mp
[1] speaker.gov
[1] thehill.com
[1] katiehobbs.org
[1] huffpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[98] sb8
[26] bansoffourbodies
[21] texasabortionlaw
[18] roevwade
[18] scotus
[18] obgyntwitter
[17] ehealth
[17] impinv
[17] vc
[17] obgyn



Top Hashtags in Tweet in G3:
[10] roevwade
[2] scotus
[2] breaking

Top Hashtags in Tweet in G4:
[1] texashateswomen
[1] texaswaronwomen

Top Hashtags in Tweet in G5:
[1] sb8

Top Hashtags in Tweet in G6:
[5] abortionishealthcare
[5] bansoffourbodies
[4] texasabortionlaw
[3] abortionban
[3] texastaliban
[2] women
[2] womensrightsarehumanrights
[2] reproductivehealth
[2] mybodymychoice
[2] opinion

Top Hashtags in Tweet in G7:
[10] texasabortionlaw

Top Hashtags in Tweet in G8:
[3] cdnpoli
[2] elxn44
[1] page25

Top Hashtags in Tweet in G10:
[23] sb8
[1] whenwefightwewin
[1] abortionishealthcare
[1] congresswoman
[1] healthcare
[1] women

Top Words
Top Words in Tweet in Entire Graph:
[4501] health
[4404] reproductive
[3842] women
[2800] whether
[1634] rights
[1472] legal
[1418] conversation
[1410] decide
[1399] viagra
[1396] briantylercohen

Top Words in Tweet in G1:
[2622] whether
[1311] women
[1311] decide
[1311] viagra
[1311] legal
[1311] conversation
[1310] briantylercohen
[1310] sho
[2] reproductive
[2] health

Top Words in Tweet in G2:
[376] health
[375] reproductive
[368] people
[362] pregnant
[358] justice
[355] journalist
[355] worth
[355] damn
[355] writes
[355] reporting

Top Words in Tweet in G3:
[365] health
[358] women
[336] speakerpelosi
[312] rights
[311] court
[311] assault
[310] cowardly
[310] decision
[310] uphold
[310] flagrantly

Top Words in Tweet in G4:
[276] reproductive
[266] health
[250] pregnancy
[245] medical
[244] stage
[243] experts
[243] reference
[243] heartbeat
[243] medically
[243] karenattiah

Top Words in Tweet in G5:
[267] reproductive
[210] women
[195] lincolnsbible
[193] lady
[192] bezos
[192] doing
[192] money
[192] historic
[192] funded
[192] needing

Top Words in Tweet in G6:
[243] health
[242] reproductive
[100] women
[88] care
[62] abortion
[44] rights
[41] texas
[39] people
[37] protect
[33] law

Top Words in Tweet in G7:
[256] health
[229] women
[185] pelosi
[185] act
[162] reproductive
[99] house
[98] thank
[98] goodness
[98] vote
[98] returns

Top Words in Tweet in G8:
[173] reproductive
[132] rights
[110] canadians
[110] elect
[110] erin
[110] o'toole
[110] deserve
[110] everything
[110] erosion
[110] women's

Top Words in Tweet in G9:
[168] pro
[168] choice
[168] folks
[168] bc
[168] understandably
[168] horrified
[168] happening
[168] texas
[168] think
[168] worth

Top Words in Tweet in G10:
[173] reproductive
[152] health
[118] rights
[77] women's
[72] pass
[71] repjudychu
[70] women
[69] house
[69] care
[60] years

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2811] reproductive,health
[1397] women,decide
[1396] decide,whether
[1395] whether,viagra
[1395] viagra,legal
[1395] legal,conversation
[1395] conversation,whether
[1394] briantylercohen,women
[1394] whether,sho
[740] health,care

Top Word Pairs in Tweet in G1:
[1311] women,decide
[1311] decide,whether
[1311] whether,viagra
[1311] viagra,legal
[1311] legal,conversation
[1311] conversation,whether
[1310] briantylercohen,women
[1310] whether,sho
[2] reproductive,health

Top Word Pairs in Tweet in G2:
[375] reproductive,health
[355] journalist,worth
[355] worth,damn
[355] damn,writes
[355] writes,pregnant
[355] pregnant,people
[355] people,reporting
[355] reporting,broadly
[355] broadly,reproductive
[355] health,rights

Top Word Pairs in Tweet in G3:
[310] court,cowardly
[310] cowardly,decision
[310] decision,uphold
[310] uphold,flagrantly
[310] flagrantly,unconstitutional
[310] unconstitutional,assault
[310] assault,women
[310] women,rights
[310] rights,health
[310] health,staggering

Top Word Pairs in Tweet in G4:
[260] reproductive,health
[243] medical,reproductive
[243] health,experts
[243] experts,reference
[243] reference,heartbeat
[243] heartbeat,stage
[243] stage,pregnancy
[243] pregnancy,medically
[242] karenattiah,medical
[242] medically,inacc

Top Word Pairs in Tweet in G5:
[192] bezos,lady
[192] lady,doing
[192] doing,money
[192] money,historic
[192] historic,funded
[192] funded,women
[192] women,needing
[192] needing,reproductive
[191] lincolnsbible,bezos
[58] court,cowardly

Top Word Pairs in Tweet in G6:
[172] reproductive,health
[55] health,care
[24] planned,parenthood
[23] reproductive,rights
[19] abortion,law
[17] women's,reproductive
[17] parenthood,protect
[16] sexual,reproductive
[15] women,reproductive
[15] access,reproductive

Top Word Pairs in Tweet in G7:
[185] women,health
[98] thank,goodness
[98] goodness,pelosi
[98] pelosi,house
[98] house,vote
[98] vote,women
[98] health,reproductive
[98] reproductive,act
[98] act,returns
[97] amy_siskind,thank

Top Word Pairs in Tweet in G8:
[110] canadians,elect
[110] elect,erin
[110] erin,o'toole
[110] o'toole,deserve
[110] deserve,everything
[110] everything,erosion
[110] erosion,women's
[110] women's,rights
[110] rights,reproductive
[109] waytowichneil,canadians

Top Word Pairs in Tweet in G9:
[168] pro,choice
[168] choice,folks
[168] folks,bc
[168] bc,understandably
[168] understandably,horrified
[168] horrified,happening
[168] happening,texas
[168] texas,think
[168] think,worth
[168] worth,knowing

Top Word Pairs in Tweet in G10:
[94] reproductive,rights
[68] women's,health
[59] repjudychu,leader
[59] leader,reproductive
[59] rights,issues
[59] issues,house
[59] house,years
[59] years,pass
[59] pass,women's
[58] philarballo,repjudychu

Top Replied-To
Top Replied-To in Entire Graph:
@thehill
@mynameisjro
@speakerpelosi
@gregabbott_tx
@mscharliegirl75
@joshdenny
@rbreich
@elienyc
@jim_jordan
@sandibachom

Top Replied-To in G2:
@graceduginski

Top Replied-To in G3:
@thehill
@speakerpelosi
@brandysoverit
@oregongovbrown

Top Replied-To in G4:
@rbreich
@joyannreid
@allisonrfloyd
@karenattiah

Top Replied-To in G5:
@strandjunker
@jrobertjohnson4

Top Replied-To in G7:
@meidastouch

Top Replied-To in G8:
@davidakin
@amandaalvaro
@ishatreza
@erinotoole

Top Mentioned
Top Mentioned in Entire Graph:
@briantylercohen
@speakerpelosi
@thetinavasquez
@karenattiah
@lincolnsbible
@michellecyca
@bostonredcloaks
@bridget123goooo
@peterhotez
@moviesmusic_th_

Top Mentioned in G1:
@briantylercohen

Top Mentioned in G2:
@thetinavasquez
@akpressdistro
@fruitkace
@tinyawoo
@hopeisabison
@graceduginski

Top Mentioned in G3:
@speakerpelosi
@sfpelosi
@lizzwinstead
@oregongovbrown
@briantylercohen
@thehill
@tallamonggrass
@thehillopinion
@thatoneabby
@taylorpopielarz

Top Mentioned in G4:
@karenattiah
@nikobowie
@serenaliguori4
@drianweissman
@zahraayubi
@ambercadabra
@lincolnsbible
@thetinavasquez
@briantylercohen
@maysoonzayid

Top Mentioned in G5:
@lincolnsbible
@chrismurphyct
@briantylercohen
@justcindyx
@strandjunker
@holtmlackey
@speakerpelosi
@mj_jiva
@melissajpeltier
@ninaandtito

Top Mentioned in G6:
@akyh_
@ric9871ric
@thejoshuablog
@whigsntwigs
@tothecontrary
@pairsonnalitesn
@mbrsln
@adriennehb1817
@k_bhaloo
@sexpertphd

Top Mentioned in G7:
@amy_siskind
@meidastouch
@teapainusa
@briantylercohen
@speakerpelosi
@reallyamerican1
@coinoregon
@briannawu
@chrismurphyct
@skybluern

Top Mentioned in G8:
@waytowichneil
@erinotoole
@jeffreyluscombe
@janbear105
@davidakin
@ishatreza
@globalecoguy
@filomenatassi
@hawa_salam
@rayburnbev

Top Mentioned in G9:
@michellecyca
@deidralouisee
@waytowichneil

Top Mentioned in G10:
@repjudychu
@philarballo
@repandylevin
@whipclyburn
@housedemocrats
@speakerpelosi
@repchuygarcia
@briantylercohen
@repjasoncrow

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@filafresh
@dichristine
@monicasloves
@solutioneer72
@femtech_
@rjber15
@7b73f39b85e1415
@thereal_rebel
@britpoptarts

Top Tweeters in G1:
@thereal_rebel
@inspiteoftrump
@talkintou
@foggybottomgal
@denniskoch10
@jamestoupin
@sylviaz1913
@straitarrow10
@davidpsdem
@newyorker2212

Top Tweeters in G2:
@gojira007x
@n7irl
@angryblacklady
@sk8rky10
@bartzebest
@cptleto
@edengatekeeper
@gastropoda
@gstewtwo
@social_seer

Top Tweeters in G3:
@britpoptarts
@thehill
@spencz1997
@kiaspeaks
@multijo1
@the_lady_red
@newsofmideast
@allentien
@thetobster111
@nartist

Top Tweeters in G4:
@meidas_damon
@sheiladecker19
@pushandpulljlm
@darrellpmwest
@bukiwilliams
@lltwing
@filmfatale_nyc
@bethlevin
@airlift1300
@jwomack

Top Tweeters in G5:
@theresamax
@beverly21811568
@carrybeyond
@roripierpont1
@melissajpeltier
@alaskarebel
@artis_elemental
@digyoursoul
@barbiewithatude
@teakinrj

Top Tweeters in G6:
@pairsonnalitesn
@nilimajumder
@rapplerdotcom
@usrealitycheck
@thejoshuablog
@reevynap
@criticalanglez
@litlgrey
@feedpushr
@whigsntwigs

Top Tweeters in G7:
@stockguy61
@barbie892
@tdzwilewski
@jrtomlinauthor
@madamend
@rileyruson
@wavetop
@eagleguardian2
@ceciliaannh
@bassher

Top Tweeters in G8:
@paulstewartii
@jinxy_minxy
@hopealdridge
@boogwinchester
@dianneathome
@jeffreyluscombe
@anik1968
@j0ann3
@teach_n_travel
@raehanbobby

Top Tweeters in G9:
@allan_crawshaw
@jjdebenedictis
@aspeed
@cangal_39
@frogsarelovely
@dmatkins137
@nartfarts
@joshuashanevis
@lynxxiv
@talentlesskun

Top Tweeters in G10:
@marthalynneowe1
@robinmcouch
@abramson1234
@sampson_elaine
@overunderclover
@melodypuppydog
@wmn4srvl
@bfitzinar
@timothy77490700
@pashawas