Reproductive health, Twitter, 2/21/2022 5:25:36 AM, 272060


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Reproductive health_2022-02-20_20-57-00.xlsx
Reproductive health_2022-02-20_20-57-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2022
Short Description:
Reproductive health via NodeXL https://bit.ly/3I0j76V
@senwhitehouse
@pattymurray
@womenshealthan
@valdemings
@unfpa
@adammgentle
@lpackard
@reprorights
@tcrg2012
@bryantpk65

Top hashtags:
#tx33
#srhr
#tropicalstormana
#whpa
#ovulation
#tryingtoconceive
#obgyntwitter

Description:
Description
The graph represents a network of 7,651 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, 21 February 2022 at 05:06 UTC.

The requested start date was Monday, 21 February 2022 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 4-day, 23-hour, 23-minute period from Tuesday, 15 February 2022 at 05:11 UTC to Sunday, 20 February 2022 at 04:35 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 : 7651
Unique Edges : 3430
Edges With Duplicates : 12367
Total Edges : 15797
Number of Edge Types : 5
Retweet : 5827
MentionsInRetweet : 6967
Replies to : 411
Tweet : 1001
Mentions : 1591
Self-Loops : 1037
Reciprocated Vertex Pair Ratio : 0.0196381813853844
Reciprocated Edge Ratio : 0.0385199019493405
Connected Components : 1002
Single-Vertex Connected Components : 387
Maximum Vertices in a Connected Component : 3990
Maximum Edges in a Connected Component : 9736
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.567247
Graph Density : 0.000146369008109496
Modularity : 0.524938
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,651 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, 21 February 2022 at 05:06 UTC.

The requested start date was Monday, 21 February 2022 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 4-day, 23-hour, 23-minute period from Tuesday, 15 February 2022 at 05:11 UTC to Sunday, 20 February 2022 at 04:35 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:
[61] https://biozhena.files.wordpress.com/2019/09/transforming-female-reproductive-health-management-918-1-ed-919-blue11slides-w.yellowref.to20sl.ppsx
[40] https://biozhena.files.wordpress.com/2018/04/folliculogenesis-in-vivo-the-ovulona-and-the-cervical-ring.pps
[38] https://biozhena.files.wordpress.com/2022/02/friendly-technology-single-slide-links-to-ovulona-ovulograph-cervical-screen.pps
[37] https://biozhena.files.wordpress.com/2019/09/biozhena-technology-overview-for-people-who-know-womens-health-eee.pdf
[36] https://biozhena.files.wordpress.com/2020/01/tweetroducing-biozhena-in-8-slides-e19e2on011820.pps
[34] https://www.justice.gov/opa/pr/columbus-man-pleads-guilty-threatening-local-reproductive-health-services-facility
[33] https://www.washingtonpost.com/politics/2022/02/14/texas-abortion-sb8/
[30] https://biozhena.files.wordpress.com/2019/08/lpd-narrated-on-white-background-single-slide.pps
[30] https://biozhena.files.wordpress.com/2022/01/single-slide-narrated-best-wealth-of-info-in-menstrual-cycle-profile-signature-elinkchibene-header-ed.pdf
[27] https://biozhena.files.wordpress.com/2020/01/ovulona-from-startup-version-to-cervical-ring-implementation-3-slides-ography-link.pdf

Top URLs in Tweet in G1:
[27] https://www.washingtonpost.com/politics/2022/02/14/texas-abortion-sb8/
[1] https://p2a.co/4Zexdqp
[1] https://twitter.com/PostOpinions/status/1494475764858863618

Top URLs in Tweet in G2:
[4] https://mailchi.mp/7fd513d310c3/please-help-us-promote-reproductive-health-with-these-3-free-apps
[3] https://hesperian.org/books-and-resources/safe-abortion-sa?utm_medium=email&utm_campaign=sa@Hesperian
[3] https://unfpa.zoom.us/webinar/register/WN_-__oO1rtROqPLWzMBsAoFw
[2] https://rhnkconference.org/registration/
[2] https://docs.google.com/forms/d/e/1FAIpQLSeJDxzQDtDiPi9EY37KRSlzFHoWMfzXBglTq6rtpCQQ64HqHg/viewform
[2] https://sdginvest.jointsdgfund.org/proposals/championing-worlds-first-adolescent-sexual-reproductive-health-development-impact-bond
[1] https://twitter.com/CSA_Kenya/status/1491667959105916932
[1] https://www.unfpa.org/news/reproductive-health-needs-mozambique-priority-after-tropical-storm-ana
[1] https://twitter.com/HHS_ASGA/status/1488898397717381120
[1] https://www.change.org/p/human-rights-campaign-pass-the-sexual-and-reproductive-health-bill-to-stop-the-senseless-death-of-women-in-east

Top URLs in Tweet in G3:
[7] https://teams.microsoft.com/registration/DGhcx-LrMkKFsKNlyJgsSQ,Qz9HAfWolUyxZ5xmnbEpdw,8hZws-qsMk2aXREh587HTw,ebwBLhZiI0etRS0UPIYZ7A,sjeVGaQF5EmfYjP1h1gZKA,b0mKyR-iMUqrZ8GgmZahyA?mode=read&tenantId=c75c680c-ebe2-4232-85b0-a365c8982c49
[6] https://www.justice.gov/opa/pr/columbus-man-pleads-guilty-threatening-local-reproductive-health-services-facility
[6] https://teams.microsoft.com/l/meetup-join/19:meeting_Y2YxMGE3MTYtMDliMi00MjY4LTg1OTAtNGJkOGNmODc0YmFi@thread.v2/0?context={"Tid":"c75c680c-ebe2-4232-85b0-a365c8982c49","Oid":"0c491697-3d7e-4662-8dae-db4e333a1650"}
[6] https://thehill.com/homenews/state-watch/594480-ohio-man-pleads-guilty-in-bomb-threat-at-reproductive-health-clinic
[3] https://www.fresnobee.com/news/local/article258386423.html
[3] https://www.publicnewsservice.org/2022-02-17/reproductive-health/pa-creates-doula-care-pilot-for-incarcerated-pregnant-people/a77908-1
[3] https://www.publicnewsservice.org/2022-02-17/reproductive-health/wa-provider-telemedicine-abortions-support-patient-autonomy-control/a77897-1
[3] https://hindi.feminisminindia.com/2022/02/17/sexual-and-reproductive-health-awareness-day-hindi/
[3] https://twitter.com/dananessel/status/1494833301110116355
[2] https://www.healthaffairs.org/doi/10.1377/hlthaff.2021.01422?cookieSet=1

Top URLs in Tweet in G4:
[1] https://www.orlandosentinel.com/politics/os-ne-florida-abortion-bill-house-vote-20220217-pzv25hjn3bbljkcsy4s5e7b73q-story.html
[1] https://www.washingtonpost.com/politics/2022/02/07/abortion-ban-florida-texas-roe-supreme-court/
[1] https://19thnews.org/2022/02/aca-birth-control-out-of-pocket-enforcement/

Top URLs in Tweet in G5:
[1] https://jezebel.com/insurance-companies-are-giving-ridiculous-reasons-for-n-1848520648
[1] https://twitter.com/repvaldemings/status/1484935037510377480

Top URLs in Tweet in G6:
[1] https://www.miamiherald.com/news/local/news-columns-blogs/fabiola-santiago/article258462663.html
[1] https://www.npr.org/2022/02/17/1081450530/florida-house-abortion-ban
[1] https://twitter.com/baltimoresun/status/1493299025096892432

Top URLs in Tweet in G7:
[1] https://twitter.com/kjzzphoenix/status/1493984273405136896
[1] https://www.denverpost.com/2022/01/24/abortion-access-guaranteed-colorado-law-roe-vs-wade/
[1] https://twitter.com/SentinelColo/status/1493293545175797770

Top URLs in Tweet in G8:
[1] https://twitter.com/BetoORourke/status/1493426838118486023

Top URLs in Tweet in G9:
[17] https://www.justice.gov/usao-sdoh/pr/columbus-man-pleads-guilty-threatening-local-reproductive-health-services-facility

Top URLs in Tweet in G10:
[4] https://www.cehurd.org/call-for-applications-the-jas-media-fellowship-on-sexual-and-reproductive-health-and-rights/
[1] https://twitter.com/YISH_Ug/status/1494898900049739776
[1] https://news24.co.ug/youth-celebrate-safe-love-with-the-valentines-love-mu-kibanda/
[1] https://256daily.com/2022/02/15/love-mu-kibanda-rahu-extends-love-to-acholi-quarters/

Top Domains
Top Domains in Tweet in Entire Graph:
[336] wordpress.com
[135] twitter.com
[52] justice.gov
[35] washingtonpost.com
[25] openvaers.com
[23] youtube.com
[18] healthing.ca
[17] microsoft.com
[16] publicnewsservice.org
[15] unfpa.org

Top Domains in Tweet in G1:
[27] washingtonpost.com
[1] p2a.co
[1] twitter.com

Top Domains in Tweet in G2:
[10] twitter.com
[5] hesperian.org
[4] mailchi.mp
[3] unfpa.org
[3] google.com
[3] jointsdgfund.org
[3] zoom.us
[2] change.org
[2] hivos.org
[2] rhnkconference.org

Top Domains in Tweet in G3:
[41] twitter.com
[13] microsoft.com
[9] google.com
[7] justice.gov
[7] publicnewsservice.org
[6] youtube.com
[6] thehill.com
[4] cupidshealth.com
[3] healthaffairs.org
[3] blogspot.com

Top Domains in Tweet in G4:
[1] orlandosentinel.com
[1] washingtonpost.com
[1] 19thnews.org

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

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

Top Domains in Tweet in G7:
[2] twitter.com
[1] denverpost.com

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

Top Domains in Tweet in G9:
[17] justice.gov

Top Domains in Tweet in G10:
[4] cehurd.org
[1] twitter.com
[1] co.ug
[1] 256daily.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[242] tx33
[101] srhr
[62] tropicalstormana
[58] whpa
[55] ovulation
[52] tryingtoconceive
[49] obgyntwitter
[48] srhweek
[46] reproductivehealth
[46] health



Top Hashtags in Tweet in G1:
[1] whpa
[1] scotus
[1] reproductivejustice
[1] tx33

Top Hashtags in Tweet in G2:
[61] tropicalstormana
[24] srhr
[21] kalambari
[18] kaaradanacse
[18] safeabortionapp
[17] csaengage
[17] aueusummit
[17] chanuka
[14] covid19
[12] rhnkconference2022

Top Hashtags in Tweet in G3:
[13] health
[10] reproductivehealth
[7] reproductive
[7] pregnancy
[6] fertility
[6] womenshealth
[5] srhr
[5] sexual
[4] blackhistorymonth
[3] birthcontrol

Top Hashtags in Tweet in G5:
[6] bodyautonomy
[1] roevwade
[1] whpa
[1] medicareforall
[1] m4a

Top Hashtags in Tweet in G6:
[230] tx33
[1] blackhistorymonth
[1] whpa
[1] abortionjustice
[1] bansoffourbodiesfl
[1] valentinesday

Top Hashtags in Tweet in G7:
[4] rhea
[2] coleg
[1] justiceforall
[1] copolitics

Top Hashtags in Tweet in G8:
[13] medicareforall
[11] m4a
[6] tx33
[1] fresh
[1] onev1
[1] wtpblue
[1] nm01
[1] demvoice1
[1] expellaurenboebert
[1] bluevoices

Top Hashtags in Tweet in G10:
[4] safeloveug
[3] pea22
[3] 10andbold
[2] wearefriug22
[2] rhuat65
[1] srhrmediafellowship
[1] wearerhu
[1] lovemukibanda
[1] kyaddalaitsreal
[1] kyaddalas2

Top Words
Top Words in Tweet in Entire Graph:
[5418] reproductive
[5350] health
[2355] women
[1365] vote
[1236] act
[1227] freedom
[1212] protection
[1209] sexual
[1207] rights
[1171] senate

Top Words in Tweet in G1:
[1126] reproductive
[1124] health
[1023] women
[1022] protection
[1022] act
[1020] freedom
[997] vote
[994] senate
[992] attacks
[992] continue

Top Words in Tweet in G2:
[363] health
[326] reproductive
[259] sexual
[142] women
[125] access
[103] unfpa
[100] kits
[98] services
[83] people
[83] information

Top Words in Tweet in G3:
[452] health
[408] reproductive
[93] care
[91] sexual
[83] women
[58] services
[50] rights
[40] more
[32] क
[28] access

Top Words in Tweet in G4:
[361] reproductive
[348] women
[339] rights
[335] night
[334] last
[334] florida
[333] republicans
[332] decisions
[332] valdemings
[330] floridians

Top Words in Tweet in G5:
[245] abortion
[239] florida
[239] last
[239] night
[237] women's
[236] ban
[236] hb5
[236] passed
[236] without
[236] exemptions

Top Words in Tweet in G6:
[460] class
[230] congressman
[230] marcveasey
[230] delivers
[230] working
[230] middle
[230] #tx33
[230] families
[230] focuses
[230] creating

Top Words in Tweet in G7:
[240] reproductive
[233] health
[195] care
[192] rights
[190] access
[189] justice
[187] protect
[187] advance
[187] civil
[187] lgbtq

Top Words in Tweet in G8:
[127] women
[120] equal
[94] bills
[93] future
[93] climate
[92] voters
[92] hard
[92] core
[92] dems
[92] texans

Top Words in Tweet in G9:
[196] reproductive
[190] health
[167] vote
[148] care
[145] future
[145] right
[142] imagine
[142] protected
[142] constitutional
[142] defended

Top Words in Tweet in G10:
[86] health
[82] sexual
[69] reproductive
[33] young
[29] information
[25] srhr
[24] partners
[24] access
[22] cehurduganda
[22] interested

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2511] reproductive,health
[1250] women,health
[1202] health,protection
[1200] reproductive,freedom
[1199] protection,act
[1128] vote,women
[1126] attacks,reproductive
[1126] freedom,continue
[1126] continue,senate
[1126] senate,teed

Top Word Pairs in Tweet in G1:
[1022] women,health
[1022] health,protection
[1022] protection,act
[1020] reproductive,freedom
[992] attacks,reproductive
[992] freedom,continue
[992] continue,senate
[992] senate,teed
[992] teed,vote
[992] vote,women

Top Word Pairs in Tweet in G2:
[304] reproductive,health
[186] sexual,reproductive
[50] dignity,kits
[50] kits,essential
[50] essential,women
[50] women,affected
[50] affected,#tropicalstormana
[50] #tropicalstormana,kits
[50] kits,contain
[50] contain,whistles

Top Word Pairs in Tweet in G3:
[322] reproductive,health
[72] sexual,reproductive
[46] health,care
[41] health,services
[18] health,rights
[18] pleads,guilty
[17] man,pleads
[15] reproductive,rights
[14] health,issues
[14] services,facility

Top Word Pairs in Tweet in G4:
[336] reproductive,rights
[334] last,night
[330] night,floridians
[330] floridians,sleeping
[330] sleeping,florida
[330] florida,republicans
[330] republicans,busy
[330] busy,restricting
[330] restricting,women
[330] women,reproductive

Top Word Pairs in Tweet in G5:
[239] last,night
[236] florida,abortion
[236] abortion,ban
[236] ban,hb5
[236] hb5,passed
[236] passed,last
[236] night,without
[236] without,exemptions
[236] exemptions,rape
[236] rape,incest

Top Word Pairs in Tweet in G6:
[230] congressman,marcveasey
[230] marcveasey,delivers
[230] delivers,working
[230] working,class
[230] class,middle
[230] middle,class
[230] class,#tx33
[230] #tx33,families
[230] families,focuses
[230] focuses,creating

Top Word Pairs in Tweet in G7:
[194] health,care
[187] protect,advance
[187] advance,access
[187] access,health
[187] care,reproductive
[187] reproductive,justice
[187] justice,civil
[187] civil,rights
[187] rights,lgbtq
[187] lgbtq,equality

Top Word Pairs in Tweet in G8:
[92] future,voters
[92] voters,hard
[92] hard,core
[92] core,dems
[92] dems,texans
[92] texans,fixed
[92] fixed,grid
[92] grid,utility
[92] utility,bills
[92] bills,fully

Top Word Pairs in Tweet in G9:
[159] reproductive,health
[148] health,care
[142] imagine,future
[142] future,reproductive
[142] care,protected
[142] protected,constitutional
[142] constitutional,right
[142] right,vote
[142] vote,defended
[141] joshshapiropa,imagine

Top Word Pairs in Tweet in G10:
[65] reproductive,health
[63] sexual,reproductive
[22] interested,reporting
[22] reporting,srhr
[22] jasprogramme,partners
[22] partners,support
[20] invite,applications
[19] srhr,cehurd
[19] cehurd,jasprogramme
[19] support,swedeninug

Top Replied-To
Top Replied-To in Entire Graph:
@kenpaxtontx
@gregabbott_tx
@libsoftiktok
@joncoopertweets
@nathaliejacoby1
@laurenboebert
@sentedcruz
@sentoddyoung
@feliciaentwined
@scicoalition

Top Replied-To in G1:
@pattymurray
@janicedean

Top Replied-To in G2:
@eu_partnerships
@amatavel
@bitchmedia
@unfpa
@yourauntyjane
@unfpalibya
@salhaj

Top Replied-To in G4:
@steelcan3
@maggie_hassan
@prettymellow_

Top Replied-To in G5:
@flgopmajority

Top Replied-To in G7:
@styledliving

Top Replied-To in G8:
@repboebert
@sharoncapel
@florenc00526929
@imspeaking13

Top Replied-To in G10:
@yish_ug
@waiting_drapio

Top Mentioned
Top Mentioned in Entire Graph:
@senwhitehouse
@valdemings
@adammgentle
@marcveasey
@teampelosi
@lpackard
@joshshapiropa
@battino4senate
@mansukhmandviya
@unfpa

Top Mentioned in G1:
@senwhitehouse
@pattymurray
@alexpadilla4ca
@dcdirectorsandy
@joshshapiropa
@lpackard
@valdemings
@annaforflorida
@peoplefor
@teampelosi

Top Mentioned in G2:
@unfpa
@rhnkorg
@unfpa_wcaro
@ooaswaho
@abukaalfred
@ppglobe
@rhco032
@hesperianappsen
@unhcrtchad
@leilaisaak2

Top Mentioned in G3:
@_hotc0c0
@viac237
@cbdme6
@realnewsinforma
@kaelphoto
@avi_bueno
@markjmager
@eva_nigeria
@braincures
@beanfertility

Top Mentioned in G4:
@valdemings
@senwhitehouse
@maggie_hassan
@adammgentle
@battino4senate
@debmcgrathwi
@chiezrra
@prettymellow_
@mtlawmiami
@theraterpillar

Top Mentioned in G5:
@adammgentle
@battino4senate
@senwhitehouse
@murraycampaign
@bandidiot4u
@joshshapiropa
@pattymurray
@valdemings
@lpackard
@eringrall

Top Mentioned in G6:
@marcveasey
@teampelosi
@senwhitehouse
@valdemings
@lpackard
@mdhousedems
@battino4senate
@heraldoped
@joshshapiropa
@pattymurray

Top Mentioned in G7:
@lpackard
@senwhitehouse
@1marcolopez
@valdemings
@senadorajulie
@dlesgar
@repmegfroe
@adammgentle
@mamandarich
@but_im_kim_tran

Top Mentioned in G8:
@tcrg2012
@melaniefornm
@badrobotlinda
@bostonbubbalooo
@repboebert
@darrigomelanie
@teampelosi
@marcveasey
@frackhazreveal
@adammgentle

Top Mentioned in G9:
@joshshapiropa
@senwhitehouse
@sdohnews
@lpackard
@adammgentle
@battino4senate
@valdemings
@tcrg2012

Top Mentioned in G10:
@cehurduganda
@jasprogramme
@swedeninug
@yish_ug
@reachahand
@rhuganda
@friuganda
@pmauganda
@maks
@maksph

Top Tweeters
Top Tweeters in Entire Graph:
@stigmabaseu
@stigmabasea
@monicasloves
@kat4obama
@7b73f39b85e1415
@rjber15
@inspiteoftrump
@bannerite
@manmet80
@prpnews

Top Tweeters in G1:
@inspiteoftrump
@washumom
@lesleygsmith3
@rhiles2760
@kak089
@netminnow
@govkhan
@jjj5819
@awelab1956
@teram323tere

Top Tweeters in G2:
@nilimajumder
@nomoreslaves
@potenspuella
@bagaluesunab
@thestarkenya
@jacobradkins
@oapaynigeria
@2leepurplefairy
@salhaj
@fight4women

Top Tweeters in G3:
@stigmabaseu
@stigmabasea
@prpnews
@stigmabasen
@stigmabase
@timesnow
@saveaslave
@pastorabharris
@theriverwanders
@melissasweetdr

Top Tweeters in G4:
@manmet80
@lechatnoire4
@79topper
@phendricks71
@sexygirl798
@wellness4you13
@briangrnotabot
@mdjacksondallas
@alllwftopic
@penneyewart

Top Tweeters in G5:
@pushandpulljlm
@trumpwatchnews
@beckyrae12345
@markburgerenerg
@masky_jay_hoody
@bjorkian15
@flyhyland
@debbiesva
@dianeeugenio
@obtinia

Top Tweeters in G6:
@bannerite
@givemepie360
@justwhatnowwhy
@paulstewartii
@joanisparkles
@lindacollins11
@roripierpont1
@support_dem
@jodotcom
@bethsinniresist

Top Tweeters in G7:
@reneevoicebrand
@mtmarilyn2
@nanteos620
@eilonwy24
@mcnejames
@camoxendale
@donna_west
@longfellowjean
@linmp1031
@gummbyman32

Top Tweeters in G8:
@monicasloves
@marthalynneowe1
@frackhazreveal
@courageousgirl2
@allan_straarup
@txsleuthusa
@helen504
@no2hitting
@paruchgretchen
@bradparker_

Top Tweeters in G9:
@carrybeyond
@adekleine
@squirrel1110
@iamforeverblue2
@changetocindy
@debr3322
@boandsunny
@charlenegapeach
@jcr914
@newsjunkie60

Top Tweeters in G10:
@sir_ruffy
@nbstv
@ntvuganda
@evelyn_nakayi
@gad_rogers
@bashlima
@atuhairecarol10
@__mbuga
@deejahn
@christmasromeo


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