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Reproductive health_2019-02-11_01-38-08.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 11, 2019
Description:
Description
The graph represents a network of 5,591 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, 11 February 2019 at 09:39 UTC.

The requested start date was Monday, 11 February 2019 at 01:01 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 2-day, 5-hour, 2-minute period from Friday, 08 February 2019 at 15:06 UTC to Sunday, 10 February 2019 at 20:09 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 : 5591
Unique Edges : 6034
Edges With Duplicates : 434
Total Edges : 6468
Number of Edge Types : 3
Mentions : 5602
Replies to : 392
Tweet : 474
Self-Loops : 474
Reciprocated Vertex Pair Ratio : 0.00940438871473354
Reciprocated Edge Ratio : 0.0186335403726708
Connected Components : 527
Single-Vertex Connected Components : 204
Maximum Vertices in a Connected Component : 3887
Maximum Edges in a Connected Component : 4571
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 5.249378
Graph Density : 0.00018545010205195
Modularity : 0.814284
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] https://petitions.whitehouse.gov/petition/new-yorks-reproductive-health-act-needs-be-removed-1222019
[22] https://www.globalcitizen.org/en/content/women-deliver-hp-maternal-health/
[22] https://clashdaily.com/2019/02/ny-reproductive-health-law-murderer/
[12] https://petitions.whitehouse.gov/petition/petition-repeal-new-yorks-reproductive-health-act-bill-allows-legal-murder-children-birth
[9] https://nypost.com/2019/02/08/accused-murderer-spared-abortion-charge-after-cuomos-new-law/
[8] http://www.time.com/
[7] https://www.democratandchronicle.com/story/news/politics/albany/2019/02/01/abortion-law-ny-what-reproductive-health-act-does-and-doesnt-do/2743142002/
[6] http://time.com/4695523/canada-justin-trudeau-sexual-reproductive-health-plan-international-womens-day/
[5] https://twitter.com/KamalaHarris/status/1094343430543720448
[5] https://twitter.com/kamalaharris/status/1094343430543720448

Top URLs in Tweet in G1:
[2] https://trib.al/h05XOfy
[1] https://www.guttmacher.org/gpr/2018/12/what-congress-can-do-restore-us-leadership-global-sexual-and-reproductive-health-and
[1] https://ad.doubleclick.net/ddm/trackclk/N9515.23235081517436719025/B20692429.214021310;dc_trk_aid=413049633;dc_trk_cid=97574116;dc_lat=;dc_rdid=;tag_for_child_directed_treatment=;u=ds&sv1=700000001689784&sv2=3099355356575775&sv3=2090849116255544967&gclid=CI-4n5zHreACFQ_NswodY2AIOg;%3fhttps://www.weareplannedparenthood.org/onlineactions/H8h-OMpbvEm9bRKX6BnDxw2?sourceid=1006430&ms=3NALz1900K1N1A&utm_campaign=NAT_1900_PPFA_Appeal_c3_ad_acq&utm_source=facebook&utm_medium=cpm&gclid=CI-4n5zHreACFQ_NswodY2AIOg&gclsrc=ds
[1] https://twitter.com/kamalaharris/status/1094343430543720448
[1] https://twitter.com/GinoDN001/status/1094406201616596994
[1] https://twitter.com/Dukepatriot50/status/1094390202682925056?s=19

Top URLs in Tweet in G2:
[2] https://twitter.com/RachelNotley/status/1093702654318923777
[1] https://calgaryherald.com/news/politics/braid-anti-abortion-groups-claim-a-major-triumph-in-ucp-nominations
[1] https://twitter.com/lukaszukab/status/1094389685231640578
[1] https://twitter.com/RachelNotley/status/1093893626235482115
[1] https://calgaryherald.com/news/politics/braid-anti-abortion-groups-claim-a-major-triumph-in-ucp-nominations?fbclid=IwAR3zzMcRXmtSXUcDEelW1WMF-Kj4piOuTdkdSQDqVPcmOWGAmj8EFiu6moc
[1] https://twitter.com/rachelnotley/status/1093893626235482115
[1] https://twitter.com/samanthajaypeck/status/1093729243618398208

Top URLs in Tweet in G4:
[22] https://www.globalcitizen.org/en/content/women-deliver-hp-maternal-health/
[5] https://twitter.com/KamalaHarris/status/1094343430543720448
[4] https://clashdaily.com/2019/02/ny-reproductive-health-law-murderer/
[4] https://petitions.whitehouse.gov/petition/new-yorks-reproductive-health-act-needs-be-removed-1222019
[3] https://townhall.com/tipsheet/laurettabrown/2019/02/07/house-democrats-block-bill-protecting-infants-born-alive-after-abortion-n2541026
[3] https://twitter.com/kamalaharris/status/1094343430543720448
[2] https://www.nydailynews.com/opinion/ny-oped-ny-just-put-pregnant-women-at-greater-risk-20190128-story.html
[2] https://twitter.com/NigerianMuseum/status/1093820280038920193
[2] http://www.dailymail.co.uk/wires/pa/article-5886123/80-women-suffered-reproductive-health-issue-past-12-months-poll-finds.html?utm_sq=fsq2dw8rn9
[2] https://slate.com/technology/2019/02/late-term-abortion-support-group-lessons-trust-myself-women.html

Top URLs in Tweet in G5:
[2] https://www.globalfundforwomen.org/key-issues/
[1] https://www.ohchr.org/EN/NewsEvents/Pages/FrancisOkoArmah.aspx
[1] https://www.youtube.com/watch?v=qDRClvkm41M&feature=youtu.be

[1] https://www.flickr.com/photos/thegff/albums/72157675923690317

Top URLs in Tweet in G6:
[3] https://www.nytimes.com/2019/02/06/opinion/cuomo-roe-abortion-trump.html
[1] https://petitions.whitehouse.gov/petition/new-yorks-reproductive-health-act-needs-be-removed-1222019
[1] https://www.plannedparenthoodaction.org/planned-parenthood-new-york-city-action-fund-inc/blog/5-facts-about-the-reproductive-health-act
[1] https://ir.shareaholic.com/e?a=1&u=https://www.washingtontimes.com/news/2019/jan/31/virginias-governor-gosnell-exposes-pro-choice-dece/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[1] https://twitter.com/RepDanCrenshaw/status/1093991253484683266
[1] https://www.thegatewaypundit.com/2019/02/man-accused-of-murdering-pregnant-girlfriend-has-charges-related-to-killing-the-fetus-dropped-thanks-to-nys-new-abortion-law/
[1] https://www.ntd.com/accused-murderer-gets-abortion-charge-dropped-due-to-new-law_286799.html
[1] https://nypost.com/2019/02/08/accused-murderer-spared-abortion-charge-after-cuomos-new-law/
[1] https://www.nysenate.gov/legislation/bills/2019/s240
[1] http://www.cny.org/stories/cardinal-to-head-governors-interfaith-advisory-council,14987

Top URLs in Tweet in G7:
[14] https://petitions.whitehouse.gov/petition/new-yorks-reproductive-health-act-needs-be-removed-1222019
[2] https://twitter.com/DIXIEDOODLE12/status/1090085245435740162?s=20
[1] https://twitter.com/AmericaHasBalls/status/1091079036057509889
[1] https://twitter.com/DIXIEDOODLE12/status/1091511393948520448?s=20
[1] https://twitter.com/Diane1hDiane/status/1091788740467589121
[1] https://www.theepochtimes.com/accused-murderer-gets-abortion-charge-dropped-due-to-new-law_2795429.html

Top URLs in Tweet in G8:
[2] https://thehill.com/opinion/healthcare/428207-were-calling-on-the-new-congress-to-support-reproductive-health-services
[1] https://www.harpersbazaar.com/culture/politics/a26042120/new-york-abortion-facts-explained/
[1] https://www.nbcnews.com/think/opinion/trump-pushes-anti-abortion-agenda-abroad-while-paying-lip-service-ncna968596
[1] https://www.cnn.com/2018/03/10/opinions/us-rolling-back-global-investment-jalan-opinion/index.html
[1] https://medium.com/transequalitynow/why-an-attack-on-planned-parenthood-is-an-attack-on-transgender-people-385125994a47
[1] https://thehill.com/opinion/international/429162-trumps-culture-that-cherishes-innocent-life-hurts-many-abroad
[1] https://www.bustle.com/p/the-global-her-act-wants-to-repeal-trumps-global-gag-rule-once-for-all-15936141
[1] https://twitter.com/janschakowsky/status/1091013655498493953
[1] http://plannedparenthood.org/this-is-health-care?utm_campaign=thisishealthcare&utm_source=affiliate&utm_medium=link

Top URLs in Tweet in G9:
[1] http://www.sfaw.org/newswire/2014/11/13/bill-gates-and-the-anti-fertility-agent-in-african-tetanus-vaccine/

Top URLs in Tweet in G10:
[14] https://clashdaily.com/2019/02/ny-reproductive-health-law-murderer/
[2] https://nypost.com/2019/02/08/accused-murderer-spared-abortion-charge-after-cuomos-new-law/
[1] https://www.dailymail.co.uk/news/article-6684005/Boyfriend-charged-murder-five-months-pregnant-real-estate-agent-Queens.html

Top Domains
Top Domains in Tweet in Entire Graph:
[119] twitter.com
[38] whitehouse.gov
[22] globalcitizen.org
[22] clashdaily.com
[21] nypost.com
[16] time.com
[8] democratandchronicle.com
[7] nytimes.com
[7] bit.ly
[6] christianpost.com

Top Domains in Tweet in G1:
[3] twitter.com
[2] trib.al
[1] guttmacher.org
[1] doubleclick.net

Top Domains in Tweet in G2:
[6] twitter.com
[2] calgaryherald.com

Top Domains in Tweet in G4:
[35] twitter.com
[22] globalcitizen.org
[8] nypost.com
[5] whitehouse.gov
[4] facebook.com
[4] pressconnects.com
[4] clashdaily.com
[3] rewire.news
[3] townhall.com
[3] co.uk

Top Domains in Tweet in G5:
[2] globalfundforwomen.org
[1] ohchr.org
[1] youtube.com
[1] flickr.com

Top Domains in Tweet in G6:
[3] twitter.com
[3] nytimes.com
[1] whitehouse.gov
[1] plannedparenthoodaction.org
[1] shareaholic.com
[1] thegatewaypundit.com
[1] ntd.com
[1] nypost.com
[1] nysenate.gov
[1] cny.org

Top Domains in Tweet in G7:
[14] whitehouse.gov
[5] twitter.com
[1] theepochtimes.com

Top Domains in Tweet in G8:
[3] thehill.com
[1] harpersbazaar.com
[1] nbcnews.com
[1] cnn.com
[1] medium.com
[1] bustle.com
[1] twitter.com
[1] plannedparenthood.org

Top Domains in Tweet in G9:
[1] sfaw.org

Top Domains in Tweet in G10:
[14] clashdaily.com
[2] nypost.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[120] abortion
[92] truemaga
[50] congo
[41] scotus
[37] prolife
[33] roevwade
[29] rha
[27] wheresruth
[27] wheresruthbaderginsburg
[27] notoriousrbg



Top Hashtags in Tweet in G1:
[2] globalgagrule
[2] denator
[1] srhr
[1] abortionismurder
[1] kamaltoe2020
[1] abortionkills
[1] moralitymatters
[1] protecthumanrights
[1] loveistheanswer

Top Hashtags in Tweet in G2:
[9] sotu
[9] prolie
[6] ableg
[3] abpoli
[3] cdnpoli
[2] yyc
[2] yeg
[1] stateoftheuterus
[1] abortion

Top Hashtags in Tweet in G3:
[1] gop

Top Hashtags in Tweet in G4:
[4] abortionismurder
[3] latetermabortion
[3] reproductive
[2] womenshealth
[2] women
[2] health
[2] defendabortionaccess
[2] fertility
[2] ny
[2] doctor

Top Hashtags in Tweet in G5:
[4] tanzania
[2] gffincountry
[1] health
[1] nutrition
[1] gff
[1] mozambique

Top Hashtags in Tweet in G6:
[27] rha
[6] roevwade
[4] sotu
[4] abortion
[4] repealtherha
[1] permanentnicelist
[1] potus45
[1] scotus
[1] truemaga
[1] metoo

Top Hashtags in Tweet in G7:
[112] abortion
[16] savethebabies
[13] signthepetition
[2] trump

Top Hashtags in Tweet in G8:
[6] globalgagrule
[6] scotus
[5] globalheract
[4] sotu
[2] onourownterms
[2] paidleave
[1] mybodymychoice
[1] bwhi
[1] rosedc11
[1] fightingforfamilies

Top Hashtags in Tweet in G9:
[88] truemaga
[1] depopulationprogram
[1] strongbodystrongmind

Top Hashtags in Tweet in G10:
[2] truemaga
[1] stopinfanticide

Top Words
Top Words in Tweet in Entire Graph:
[2533] Words in Sentiment List#1: Positive
[4344] Words in Sentiment List#2: Negative
[52] Words in Sentiment List#3: Angry/Violent
[118170] Non-categorized Words
[125047] Total Words
[3700] reproductive
[3533] health
[2708] women
[2620] s
[2190] care

Top Words in Tweet in G1:
[1846] health
[1843] reproductive
[1834] kamalaharris
[1806] care
[1778] s
[1772] away
[1769] women
[1765] chip
[1765] detrimental
[1765] bodies

Top Words in Tweet in G2:
[309] jason
[307] rachelnotley
[305] issue
[305] kenney
[304] life
[303] 3
[303] decades
[303] public
[303] consistent
[303] given

Top Words in Tweet in G3:
[280] reproductive
[278] women
[262] never
[262] understand
[262] gop
[262] make
[262] hard
[262] access
[262] birth
[262] control

Top Words in Tweet in G4:
[213] health
[204] reproductive
[61] s
[59] women
[49] abortion
[45] act
[44] sexual
[43] new
[29] care
[25] re

Top Words in Tweet in G5:
[132] sexual
[130] women
[128] s
[128] girls
[126] ghana
[126] bit
[126] unusual
[126] man
[126] fighting
[126] right

Top Words in Tweet in G6:
[93] health
[92] reproductive
[76] act
[59] abortion
[49] s
[42] new
[35] york
[28] rha
[25] man
[24] pregnant

Top Words in Tweet in G7:
[125] abortion
[113] new
[113] law
[109] man
[109] accused
[109] stabbing
[109] pregnant
[109] girlfriend
[109] death
[109] charge

Top Words in Tweet in G8:
[68] health
[64] reproductive
[32] drleanawen
[25] abortion
[25] women
[20] full
[19] first
[19] care
[17] nitalowey
[17] ppfa

Top Words in Tweet in G9:
[88] truemaga
[88] bill
[88] gates
[88] covert
[88] depopulation
[88] program
[88] hidden
[88] anti
[88] fertility
[88] agent

Top Words in Tweet in G10:
[101] new
[81] abortion
[48] york's
[48] law
[48] already
[48] made
[48] difference
[48] accused
[38] murder
[35] party

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3157] reproductive,health
[2084] health,care
[1986] women,s
[1818] away,reproductive
[1806] chip,away
[1805] attempt,chip
[1804] detrimental,women
[1804] bodies,lives
[1804] lives,futures
[1802] care,republicans

Top Word Pairs in Tweet in G1:
[1836] reproductive,health
[1803] health,care
[1767] away,reproductive
[1765] chip,away
[1765] women,s
[1764] attempt,chip
[1764] care,republicans
[1763] kamalaharris,attempt
[1763] republicans,detrimental
[1763] detrimental,women

Top Word Pairs in Tweet in G2:
[304] jason,kenney
[303] 3,decades
[303] decades,public
[303] public,life
[303] life,issue
[303] issue,jason
[303] kenney,consistent
[303] consistent,given
[303] given,chance
[302] rachelnotley,3

Top Word Pairs in Tweet in G3:
[262] never,understand
[262] understand,gop
[262] make,hard
[262] hard,women
[262] women,access
[262] access,birth
[262] birth,control
[262] control,reproductive
[261] gop,make
[260] lisastark351,never

Top Word Pairs in Tweet in G4:
[176] reproductive,health
[44] health,act
[39] sexual,reproductive
[23] health,care
[22] women,incredible
[22] incredible,re
[22] re,leading
[22] leading,way
[22] way,advance
[22] advance,sexual

Top Word Pairs in Tweet in G5:
[128] women,girls
[126] ghana,s
[126] s,bit
[126] bit,unusual
[126] unusual,man
[126] man,fighting
[126] fighting,right
[126] right,young
[126] young,women
[126] girls,access

Top Word Pairs in Tweet in G6:
[87] reproductive,health
[68] health,act
[35] new,york
[30] s,reproductive
[28] york,s
[24] abortion,charge
[18] rha,reproductive
[18] act,consequences
[18] consequences,queensdabrown
[18] queensdabrown,files

Top Word Pairs in Tweet in G7:
[109] man,accused
[109] accused,stabbing
[109] stabbing,pregnant
[109] pregnant,girlfriend
[109] girlfriend,death
[109] death,abortion
[109] abortion,charge
[109] charge,dropped
[109] dropped,new
[109] new,law

Top Word Pairs in Tweet in G8:
[51] reproductive,health
[14] health,care
[12] proud,cosponsor
[12] cosponsor,important
[12] important,legislation
[12] legislation,good
[12] good,friend
[12] friend,colleague
[12] colleague,nitalowey
[12] nitalowey,restore

Top Word Pairs in Tweet in G9:
[88] truemaga,bill
[88] bill,gates
[88] gates,covert
[88] covert,depopulation
[88] depopulation,program
[88] program,hidden
[88] hidden,anti
[88] anti,fertility
[88] fertility,agent
[88] agent,vaccine

Top Word Pairs in Tweet in G10:
[48] new,york's
[48] york's,new
[48] new,abortion
[48] abortion,law
[48] law,already
[48] already,made
[48] made,difference
[48] difference,accused
[35] murder,party
[35] party,democrats

Top Replied-To
Top Replied-To in Entire Graph:
@kamalaharris
@reelectnydia
@charliekirk11
@whitehouse
@themarkpantano
@senatorcollins
@drleanawen
@trolson1
@nygovcuomo
@robreiner

Top Replied-To in G1:
@kamalaharris
@lauriedtmann
@jacobsu18534667
@dee89740183
@jay_schaeffer12

Top Replied-To in G2:
@rachelnotley
@drjengunter
@thatwilkie
@micapulina
@akimcampbell
@markayacheson

Top Replied-To in G3:
@fawfulfan
@kamalaharris

Top Replied-To in G6:
@nygovcuomo
@cassandrarules
@tomthunkitsmind
@obianuju
@bigredwavenow
@kamalaharris
@eugenegu
@speakuporsink
@jbones72
@chriscuomo

Top Replied-To in G8:
@drleanawen
@trolson1
@bicyclegoddess
@xxmnkypaws
@kamalaharris
@joeschm71878002
@frontieraviator
@mte_detroiter
@hoarsewisperer
@stephenking

Top Replied-To in G10:
@sl1733
@passie_kracht

Top Mentioned
Top Mentioned in Entire Graph:
@kamalaharris
@rachelnotley
@lisastark351
@unhumanrights
@epochtimes
@hotshot_78
@robbystarbuck
@reelectnydia
@ashleyjudd
@ppact

Top Mentioned in G1:
@kamalaharris
@nosafetypinneed
@jc2maga
@jay_schaeffer12
@guttmacher
@italianmom555
@nytopinion
@broker_lady
@daxon_e

Top Mentioned in G2:
@rachelnotley
@emmamaymma
@micropainter
@drjengunter
@irfansabirmla
@jkenney
@abortionrights
@laurenhanon
@lukaszukab
@kylemmorrow

Top Mentioned in G3:
@lisastark351
@kamalaharris
@letat_lechat
@fawfulfan

Top Mentioned in G4:
@regelleuk
@veterinary_bio
@oohincensed
@timornews
@jgilbert764
@lrmspride

Top Mentioned in G5:
@unhumanrights
@globalfundwomen
@thegff
@theokoarmah
@fundnutrition
@usaidgh
@flickr

Top Mentioned in G6:
@nygovcuomo
@queensdabrown
@aiellotv
@bigredwavenow
@realdonaldtrump
@cecilerichards
@catholic4choice
@timesunion
@larryoconnor
@venidomum

Top Mentioned in G7:
@epochtimes
@dixiedoodle12
@bigredwavenow
@nygovcuomo
@obianuju

Top Mentioned in G8:
@drleanawen
@nitalowey
@ppfa
@naral
@repmarkpocan
@rosedc11
@mte_detroiter
@gregcowan7
@jabs611
@senatorshaheen

Top Mentioned in G9:
@hotshot_78
@kamalaharris
@gillibrandny
@katthehammer1

Top Mentioned in G10:
@beth2_k3a
@flintbedrock
@doug_giles
@eavesdropann
@sl1733
@jade77b
@hotshot_78
@kylie_oneil75
@doug_g

Top Tweeters
Top Tweeters in Entire Graph:
@juanmuriango
@tomthunkitsmind
@oldlady12345
@immoralreport
@nilimajumder
@drocktrot
@ez4u2say_janis
@rjber15
@mharvey816
@prpnews

Top Tweeters in G1:
@drocktrot
@mharvey816
@lechatnoire4
@pas5974
@davidlance3
@sheiladecker19
@princessbravato
@brettaapplebaum
@nancypeggy
@samhainnight

Top Tweeters in G2:
@ez4u2say_janis
@pattyolimerick
@frazzling
@joanvw09
@suepeac
@kevinrns
@tonyjcronin
@merlinyyc
@hopealdridge
@anniegirl1138

Top Tweeters in G3:
@sherrilee7
@lindacollins11
@24baseballreed
@sexygirl798
@thetobster111
@letat_lechat
@persiankittenz
@cathleenkucz
@sweetnonnie
@earnest_one

Top Tweeters in G4:
@prpnews
@hesiod2k11
@mean_marine
@raphaellan
@bcnn1
@oohincensed
@murtazakk
@theayannashow
@basilabia
@sharkgoddess

Top Tweeters in G5:
@nilimajumder
@kouzie01
@ybreevaart67_63
@charluv2011
@marconavarrolor
@den_fabrizi
@sherylprattera
@mrnazz_
@januaryhandl
@fogodoeon

Top Tweeters in G6:
@tomthunkitsmind
@whereisjustice0
@trumpcat04
@andrearomans828
@jonella_moore
@judy3birds
@cassandrarules
@littlefootlady
@weactradio
@andywhumphreys

Top Tweeters in G7:
@9975ts
@svagdis
@vhalen67
@rockie_springer
@beaudancer1
@lawdawgseven
@arbara0728b
@deplorablegop13
@hyannis1952
@rovendetti

Top Tweeters in G8:
@ggg_says
@tyberzannxxxx
@jennyfear666
@trumpwatchnews
@thumppooh
@linmp1031
@jabs611
@u3y4bde
@nhousteau
@bonomoam

Top Tweeters in G9:
@bgood12345
@consmover
@cat_1012000
@darhar981
@katthehammer1
@isaamobile1
@_iamanita_d
@cutescarley
@carolynyadayada
@franginter

Top Tweeters in G10:
@juanmuriango
@eavesdropann
@harrellryan1
@tyrelle123
@stormestone
@sweet_peabelle
@viclovesanimals
@sonsmary
@rnrkentucky
@kylie_oneil75