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Reproductive health_2017-06-19_00-17-08.xlsx
Reproductive health_2017-06-19_00-17-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2017
Short Description:
Reproductive health via NodeXL http://bit.ly/2sGq09v
@ppact
@iamukasa
@nyclu
@reprorights
@ohiowomensmarch
@robinsmithak
@guttmacher

Description:
Description
The graph represents a network of 4,744 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, 19 June 2017 at 07:19 UTC.

The requested start date was Monday, 19 June 2017 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 9-day, 18-hour, 56-minute period from Thursday, 08 June 2017 at 16:32 UTC to Sunday, 18 June 2017 at 11:28 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 : 4744
Unique Edges : 5450
Edges With Duplicates : 978
Total Edges : 6428
Self-Loops : 1202
Reciprocated Vertex Pair Ratio : 0.0181855755321347
Reciprocated Edge Ratio : 0.0357215344022732
Connected Components : 880
Single-Vertex Connected Components : 441
Maximum Vertices in a Connected Component : 1926
Maximum Edges in a Connected Component : 2935
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.711235
Graph Density : 0.000218970070031313
Modularity : 0.795467
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[241] http://shareblue.com/happy-birthday-mike-pence-2500-people-donate-to-planned-parenthood-in-the-vps-honor/
[170] https://www.bustle.com/p/reproductive-rights-means-pregnant-women-deserve-affordable-health-care-too-61980
[30] https://rewire.news/article/rural-america-need-sex-ed-along-accessible-reproductive-health-care/
[30] https://www.bustle.com/p/reproductive-rights-means-pregnant-women-deserve-affordable-health-care-too-61980?platform=hootsuite
[30] https://tiyo.in/healthview/relation-thyroid-reproductive-health/
[29] https://www.nytimes.com/2017/06/09/opinion/lena-dunham-losing-birth-control-could-mean-a-life-of-pain.html
[21] https://www.devex.com/news/global-gag-rule-hampers-reproductive-health-actors-in-rural-colombia-90392
[21] https://twitter.com/MADBLACKTHOT/status/875397108647559169
[18] http://zeenews.india.com/health/doctors-in-udaipur-successfully-remove-female-reproductive-organs-from-22-year-old-mans-body-2015819
[16] https://scholar.google.com/scholar_lookup?title=Friends%27+influence+on+adolescents%27+first+sexual+intercourse&author=Renee+E+Sieving&author=Marla+E+Eisenberg&author=Sandra+Pettingell&author=Carol+Skay&year=2006&doi=10.1363/3801306&publisher=Blackwell+Publishing+Ltd&journal=Perspectives+on+sexual+and+reproductive+health&volume=38&issue=1&pages=13-19&hl=en

Top URLs in Tweet in G1:
[7] https://twitter.com/i/web/status/875126451384836097
[7] http://pairsonnalites-za.blogspot.com/2017/06/a-new-chapter-for-school-based-sexual.html?utm_source=dlvr.it&utm_medium=twitter
[6] http://www.ppaction.org/site/Calendar?id=131543&view=Detail
[6] https://www.cdc.gov/niosh/topics/repro/mensworkplace.html?s_cid=3ni7d2TW-Repro-Health-6.2017
[5] https://rewire.news/article/rural-america-need-sex-ed-along-accessible-reproductive-health-care/
[5] http://www.healalerts.com/article/116387
[4] https://www.bustle.com/p/reproductive-rights-means-pregnant-women-deserve-affordable-health-care-too-61980
[4] http://boxoffice-collections.in/hollywood/hollywood-movie/the-woman-who-helped-inspire-new-yorks-reproductive-health-act-explains-why-its-running-out-of-time/
[4] https://www.devex.com/news/global-gag-rule-hampers-reproductive-health-actors-in-rural-colombia-90392
[3] https://unjoblist.org/vacancy/?344006

Top URLs in Tweet in G2:
[224] http://shareblue.com/happy-birthday-mike-pence-2500-people-donate-to-planned-parenthood-in-the-vps-honor/
[116] https://www.bustle.com/p/reproductive-rights-means-pregnant-women-deserve-affordable-health-care-too-61980
[1] https://twitter.com/i/web/status/875438190030663681
[1] https://twitter.com/i/web/status/874795897762312192
[1] https://twitter.com/i/web/status/874408371927035904

Top URLs in Tweet in G4:
[7] http://www.unfpa.org/news/getting-refugees-and-migrants-prioritize-their-reproductive-health
[5] http://somalia.unfpa.org/en/news/promoting-innovations-young-peoples-reproductive-health#sthash.0wgCgphF.dpuf
[4] http://www.RoadToAdulthood.lk
[3] http://asiapacific.unfpa.org/news/cambodia%E2%80%99s-%E2%80%98dj-nana%E2%80%99-guides-youth-love-sex-and-relationships
[1] http://www.washingtonpost.com/world/africa/un-says-population-chief-babatunde-osotimehin-died-suddenly/2017/06/05/b38adf28-4a04-11e7-987c-42ab5745db2e_story.html?tid=ss_tw-amp
[1] https://twitter.com/i/web/status/866187789662081024
[1] https://twitter.com/i/web/status/873716408605179908
[1] https://twitter.com/i/web/status/874143667317026817
[1] https://twitter.com/i/web/status/872753831670624256
[1] https://twitter.com/i/web/status/872735442986311680

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/875853480493285378
[1] http://shareblue.com/happy-birthday-mike-pence-2500-people-donate-to-planned-parenthood-in-the-vps-honor/
[1] https://twitter.com/i/web/status/872802817181978624
[1] https://twitter.com/i/web/status/874445318745722880
[1] https://twitter.com/i/web/status/874809376934113280

Top URLs in Tweet in G6:
[11] https://play.google.com/store/apps/details?id=com.allergiesvscold.healthy
[6] http://www.candymag.com/lifestyle/what-you-need-to-know-about-the-state-of-reproductive-health-in-the-philippines-a00032-20170613-lfrm
[6] http://www.medworking.com/physician-jobs/514139.html?
[5] https://youthop.com/
[4] http://www.moi.gov.mm/moi:eng/?q=news/13/06/2017/id-10842
[4] https://twitter.com/Lolo_cy/status/876360241612546049
[4] http://wordsofchoice.blogspot.com/2017/06/video-national-institute-of.html
[3] http://feeds.feedburner.com/~r/hotnaijajobs/~3/iVlr6DxQu04/association-for-reproductive-and-family-health-arf.html?utm_source=feedburner&utm_medium=twitter&utm_campaign=hotnigerianjobs
[3] http://jobsmayor.com/association-reproductive-family-health-arfh-job-vacancy-field-data-collector/
[3] https://www.theguardian.com/world/2017/jun/13/un-denounces-ireland-abortion-laws-as-cruel-and-inhumane-again?CMP=Share_AndroidApp_Messenger

Top URLs in Tweet in G7:
[2] https://www.bustle.com/p/reproductive-rights-means-pregnant-women-deserve-affordable-health-care-too-61980?platform=hootsuite
[1] https://twitter.com/i/web/status/874842645570498561
[1] http://shareblue.com/happy-birthday-mike-pence-2500-people-donate-to-planned-parenthood-in-the-vps-honor/

Top URLs in Tweet in G8:
[30] https://www.bustle.com/p/reproductive-rights-means-pregnant-women-deserve-affordable-health-care-too-61980
[26] https://www.bustle.com/p/reproductive-rights-means-pregnant-women-deserve-affordable-health-care-too-61980?platform=hootsuite
[8] http://nepal.unfpa.org/publications/study-selected-reproductive-health-morbidities-among-women-attending-reproductive
[8] %E2%80%A6
[8] pic.twitter.com/g1DPaYFViT
[5] http://shareblue.com/happy-birthday-mike-pence-2500-people-donate-to-planned-parenthood-in-the-vps-honor/
[4] http://trib.al/DCfGumH
[3] http://theslot.jezebel.com/the-woman-who-helped-inspire-new-yorks-reproductive-hea-1795957776?utm_medium=sharefromsite&utm_source=The_Slot_twitter
[3] http://trib.al/QQvdqoX
[1] https://twitter.com/i/web/status/873104353078296576

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/875813419340976129
[1] http://shareblue.com/happy-birthday-mike-pence-2500-people-donate-to-planned-parenthood-in-the-vps-honor/

Top URLs in Tweet in G10:
[15] http://act.credoaction.com/sign/NY_Reproductive_Health/?source=tw1
[3] https://act.credoaction.com/sign/NY_Reproductive_Health?sp_ref=311506798.4.181479.t.578850.2&referring_akid=.2502467.-i1yAN&source=tw_sp
[2] https://act.credoaction.com/sign/NY_Reproductive_Health?sp_ref=311656709.4.181479.t.578811.2&referring_akid=.2400693.wkW9MF&source=tw_sp
[2] https://act.credoaction.com/sign/NY_Reproductive_Health?sp_ref=311778227.4.181479.t.578811.2&referring_akid=.4150923.R-tGyp&source=tw_sp
[1] https://act.credoaction.com/sign/NY_Reproductive_Health?sp_ref=312270326.4.181479.t.578850.2&referring_akid=.2822231.dGujD0&source=tw_sp
[1] https://act.credoaction.com/sign/NY_Reproductive_Health?sp_ref=312189428.4.181479.t.578850.2&referring_akid=.1401673.3FVJk0&source=tw_sp
[1] https://twitter.com/i/web/status/875754056953757696
[1] https://act.credoaction.com/sign/NY_Reproductive_Health?sp_ref=311951510.4.181479.t.578811.2&referring_akid=.5886732.e4-ujx&source=tw_sp
[1] https://act.credoaction.com/sign/NY_Reproductive_Health?sp_ref=311865540.4.181479.t.578811.2&referring_akid=.2801304.huw3Dz&source=tw_sp
[1] https://act.credoaction.com/sign/NY_Reproductive_Health?sp_ref=311768474.4.181479.t.578811.2&referring_akid=.2967603.awTW22&source=tw_sp

Top Domains
Top Domains in Tweet in Entire Graph:
[588] twitter.com
[241] shareblue.com
[203] bustle.com
[98] fb.me
[87] feedburner.com
[74] credoaction.com
[51] rewire.news
[51] google.com
[35] nytimes.com
[30] tiyo.in

Top Domains in Tweet in G1:
[104] twitter.com
[62] fb.me
[33] feedburner.com
[26] jobfixture.com
[16] owler.com
[9] google.com
[7] careerarc.com
[7] rewire.news
[7] blogspot.com
[6] bustle.com

Top Domains in Tweet in G2:
[224] shareblue.com
[116] bustle.com
[3] twitter.com

Top Domains in Tweet in G4:
[42] twitter.com
[20] unfpa.org
[4] roadtoadulthood.lk
[2] biomedcentral.com
[1] washingtonpost.com
[1] mhtf.org
[1] youtube.com
[1] jhpiego.org
[1] thepoint.gm
[1] isglobal.org

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

Top Domains in Tweet in G6:
[39] feedburner.com
[30] twitter.com
[27] google.com
[12] fb.me
[7] youthop.com
[6] candymag.com
[6] hotnigerianjobs.com
[6] medworking.com
[5] rewire.news
[4] gov.mm

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

Top Domains in Tweet in G8:
[57] bustle.com
[8] unfpa.org
[7] trib.al
[5] shareblue.com
[3] twitter.com
[3] jezebel.com
[1] nytimes.com
[1] rewire.news

Top Domains in Tweet in G9:
[1] twitter.com
[1] shareblue.com

Top Domains in Tweet in G10:
[73] credoaction.com
[2] fb.me
[1] twitter.com
[1] gcion.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[144] reprorights
[137] health
[123] reproductive
[90] dempartyplatform
[73] thisishowdemsdo
[59] hervoiceherchoice
[52] srhr
[51] fridayfeeling
[36] endchildmarriage
[36] menshealthweek



Top Hashtags in Tweet in G1:
[28] health
[21] reproductive
[8] talkingaboutreproductiveandsexualhealthissues
[7] job
[6] sexual
[6] fertility
[6] standwithppnj
[6] menshealthweek
[5] jobs
[5] hiring

Top Hashtags in Tweet in G2:
[113] reprorights

Top Hashtags in Tweet in G4:
[19] srhr
[19] youth
[11] reproductive
[10] cambodia
[8] refugees
[8] srilanka
[8] visualizeresults
[7] reprohealth
[7] women
[6] health

Top Hashtags in Tweet in G5:
[87] dempartyplatform
[69] thisishowdemsdo
[2] uniteblue

Top Hashtags in Tweet in G6:
[13] pinaytakeaction
[11] healthnews
[11] fitnesstrending
[7] 10actionsin100days
[7] fdadontdelay
[6] reprorights
[5] news
[4] infertility
[3] sexeducation
[3] zika

Top Hashtags in Tweet in G8:
[27] protectourcare
[8] nepal
[8] prolapse
[8] reprohealth
[7] globalgoals
[1] dempartyplatform
[1] thisishowdemsdo
[1] reprorights

Top Hashtags in Tweet in G9:
[1] dempartyplatform

Top Hashtags in Tweet in G10:
[1] wharr
[1] shedecides
[1] myny

Top Words
Top Words in Tweet in Entire Graph:
[3031] Words in Sentiment List#1: Positive
[1296] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[82784] Non-categorized Words
[87111] Total Words
[4632] health
[4396] reproductive
[820] women's
[816] rights
[758] women

Top Words in Tweet in G1:
[513] reproductive
[496] health
[88] family
[83] sexual
[80] association
[77] rights
[76] data
[70] field
[68] women
[68] graduate

Top Words in Tweet in G2:
[343] health
[340] ppact
[228] reproductive
[224] here's
[224] 2
[224] 500
[224] advocates
[224] helped
[224] rain
[224] mike

Top Words in Tweet in G3:
[231] gamer
[231] feminist
[231] real
[231] overwatch
[231] watching
[231] over
[231] women's
[231] reproductive
[231] health
[230] virgiltexas

Top Words in Tweet in G4:
[202] health
[196] reproductive
[127] sexual
[65] rights
[47] unfpa
[47] women
[47] youth
[35] young
[33] services
[26] babatundeunfpa

Top Words in Tweet in G5:
[284] health
[220] reproductive
[155] rights
[155] justice
[145] didikins4life
[106] democrats
[88] 1
[87] dempartyplatform
[86] committed
[86] protecting

Top Words in Tweet in G6:
[321] health
[318] reproductive
[82] sexual
[60] rights
[54] family
[53] association
[36] data
[34] graduate
[31] women
[31] field

Top Words in Tweet in G7:
[115] 2
[115] reproductive
[115] health
[114] male
[114] senators
[114] testified
[114] behalf
[114] women's
[114] ohio
[114] statehouse

Top Words in Tweet in G8:
[92] reproductive
[72] health
[71] reprorights
[56] affordable
[53] medical
[38] women
[36] care
[34] access
[33] zika
[33] threat

Top Words in Tweet in G9:
[93] reproductive
[93] health
[90] rights
[89] even
[89] better
[89] idea
[89] subscribe
[89] sasse
[89] newsletters
[89] lgbtq

Top Words in Tweet in G10:
[147] ny
[80] reproductive
[80] health
[76] care
[74] senate
[73] pass
[73] bills
[73] protect
[73] rights
[72] nygovcuomo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3569] reproductive,health
[632] health,care
[614] sexual,reproductive
[586] women's,reproductive
[490] health,rights
[241] here's,2
[241] 2,500
[241] 500,reproductive
[241] health,advocates
[241] advocates,helped

Top Word Pairs in Tweet in G1:
[349] reproductive,health
[81] reproductive,family
[80] association,reproductive
[74] sexual,reproductive
[70] field,data
[68] graduate,field
[65] data,collector
[65] collector,interviewer
[65] interviewer,association
[60] family,health

Top Word Pairs in Tweet in G2:
[225] reproductive,health
[224] here's,2
[224] 2,500
[224] 500,reproductive
[224] health,advocates
[224] advocates,helped
[224] helped,rain
[224] rain,mike
[224] mike,pence's
[224] pence's,birthday

Top Word Pairs in Tweet in G3:
[231] gamer,feminist
[231] feminist,real
[231] real,overwatch
[231] overwatch,watching
[231] watching,over
[231] over,women's
[231] women's,reproductive
[231] reproductive,health
[230] virgiltexas,gamer

Top Word Pairs in Tweet in G4:
[183] reproductive,health
[123] sexual,reproductive
[49] health,rights
[33] health,services
[20] young,people's
[20] women,girls
[16] resolutely,keep
[16] keep,up
[16] up,babatundeunfpa's
[16] babatundeunfpa's,fight

Top Word Pairs in Tweet in G5:
[196] reproductive,health
[155] health,rights
[155] rights,justice
[103] didikins4life,democrats
[86] democrats,committed
[86] committed,protecting
[86] protecting,advancing
[86] advancing,reproductive
[86] justice,1
[86] 1,dempartyplatform

Top Word Pairs in Tweet in G6:
[203] reproductive,health
[58] sexual,reproductive
[52] association,reproductive
[52] reproductive,family
[37] health,rights
[31] field,data
[29] family,health
[28] graduate,field
[27] data,collector
[24] collector,interviewer

Top Word Pairs in Tweet in G7:
[115] reproductive,health
[114] 2,male
[114] male,senators
[114] senators,testified
[114] testified,behalf
[114] behalf,women's
[114] women's,reproductive
[114] health,ohio
[114] ohio,statehouse
[114] statehouse,tuesday

Top Word Pairs in Tweet in G8:
[55] reproductive,health
[53] affordable,medical
[36] health,care
[35] women,reproductive
[33] zika,threat
[33] threat,underscores
[33] underscores,everyone
[33] everyone,access
[33] access,full
[33] full,range

Top Word Pairs in Tweet in G9:
[93] reproductive,health
[89] even,better
[89] better,idea
[89] idea,subscribe
[89] subscribe,sasse
[89] sasse,newsletters
[89] newsletters,lgbtq
[89] lgbtq,rights
[89] rights,reproductive
[89] health,issues

Top Word Pairs in Tweet in G10:
[76] health,care
[73] ny,senate
[73] senate,pass
[73] pass,bills
[73] bills,protect
[73] protect,reproductive
[73] reproductive,rights
[73] rights,health
[73] care,ny
[71] ny,credomobile

Top Replied-To
Top Replied-To in Entire Graph:
@jeffbezos
@iandon
@seekeroftruth0
@sarahlerner
@usreprodney
@sentoomey
@prbdata
@thehill
@ridemparty
@realdonaldtrump

Top Replied-To in G1:
@umuragedrama
@covaw

Top Replied-To in G2:
@ppact
@replahood
@almightybizzo

Top Replied-To in G4:
@babatundeunfpa
@unfpa_esaro
@julie4nw
@peterngure
@nmuffuh

Top Replied-To in G5:
@manwhohasitall
@thecovfefetimes
@lindsayballant

Top Replied-To in G6:
@lolo_cy
@fdaphilippines
@deltandou

Top Replied-To in G9:
@mbassett010

Top Replied-To in G10:
@markruffalo

Top Mentioned
Top Mentioned in Entire Graph:
@ppact
@virgiltexas
@didikins4life
@ohiowomensmarch
@parkermolloy
@gchallenges
@reprorights
@rachelazzara
@nygovcuomo
@credomobile

Top Mentioned in G1:
@godspattern
@lgawellbeing

Top Mentioned in G2:
@ppact
@lilyelizajane
@icrw
@nyclu
@jonjones
@stoptrumptbaggr
@brenches
@mmpadellan

Top Mentioned in G3:
@virgiltexas

Top Mentioned in G4:
@unfpa
@babatundeunfpa
@sidchat1
@unfpa_esaro
@reachahand
@amua255
@khanbakshi911
@alexanderdecroo
@cafreeland
@unfpaasia

Top Mentioned in G5:
@didikins4life
@rachelazzara
@impeach_d_trump
@casslovestotan
@thecovfefetimes
@ppact
@eyleensheil
@manwhohasitall
@deemoney521
@nomikikonst

Top Mentioned in G6:
@grrrlgangmanila
@candicequimpo
@mcgutmann
@watsoninstitute
@soulcity_sa
@candymagdotcom
@hotnigerianjobs
@yopportunities
@lolo_cy
@saywhatorg

Top Mentioned in G7:
@ohiowomensmarch
@wholewomans
@ppact

Top Mentioned in G8:
@reprorights
@wholewomans
@jezebel
@unfpanepal
@ppact
@bustle
@ohiowomensmarch
@aminohealth
@didikins4life
@rachelazzara

Top Mentioned in G9:
@parkermolloy
@irisrimon
@didikins4life
@brendajoannewy
@mbassett010
@ppact

Top Mentioned in G10:
@nygovcuomo
@credomobile
@idc4ny
@nysenate
@nysendems
@mooncatadams
@nygo
@joeyhawkleftow
@maketheroadny

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@sterlingmholmes
@usmananwar78
@yuuji_k1
@pairsonnalitesu
@maggyw519
@ppt_search
@marcylauren
@newsroundcom
@find_articles

Top Tweeters in G1:
@occuworld
@sterlingmholmes
@usmananwar78
@pairsonnalitesu
@ppt_search
@find_articles
@newsbossindia
@jobs_board
@aha1r
@_ngoo

Top Tweeters in G2:
@allanbrauer
@sunnysingh_n6
@rjber15
@joanbushur
@manyazuba
@lindacollins11
@docrocktex26
@4n0nc47
@chemoelectric
@heyitsmelp

Top Tweeters in G3:
@zerglinator
@moonbootica
@facepaulmrevere
@aqueercomrade
@pkollar
@marcquill
@fuckinalpamare
@lamhfada
@witdascreenonit
@manuclearbomb

Top Tweeters in G4:
@nilimajumder
@nomoreslaves
@benj_amin11
@unhabitatyouth
@clancyreports
@esthersuchi
@inthecityafrica
@ntemid
@motsomatsu
@khanbakshi911

Top Tweeters in G5:
@bannerite
@starfirst
@boris3324
@lisahauser8
@curran_marlene
@penndragonart
@awelab1956
@earnest_one
@fluffysays
@anonbruja

Top Tweeters in G6:
@newsroundcom
@retweetethiopia
@guaripetesol
@gmlovelie67xxx
@medworking
@nigerianews0
@ochreblue
@rodulfox
@263chat
@designerkath

Top Tweeters in G7:
@kingscuprun27
@sheadiamond
@havilah_v
@msdarcyfarrow
@edgery
@odilecatisson
@macchica26
@anastas91304215
@susanscastillo
@bmatteau

Top Tweeters in G8:
@rodeodance
@sharon59
@uscgamecockboy
@nancypeggy
@dyniace
@fl_classy
@joanpennnative
@jennyfear666
@teakinrj
@donnamcar

Top Tweeters in G9:
@n7irl
@elknight20
@britpoptarts
@tuphlos
@mjohnso27
@saysshetoday
@ken_crichlow
@tx_blue_dot
@llama_strudel
@outdoorgirl_27

Top Tweeters in G10:
@mooncatadams
@bonomoam
@lohud
@foxyjazzabelle
@dhfull50
@mrossano6970
@amyharlib
@flightwoman
@tripping_crutch
@tinuveil