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midwife OR midwifery_2019-07-15_08-53-02.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 15, 2019
Short Description:
midwife OR midwifery via NodeXL http://bit.ly/2NSpL7A
@antonytiernan
@dunkleybent
@lizmayessex
@midwivesireland
@midwiferyforum
@acbmidwife
@midwife_claire
@thelovelymaeve
@roinnslainte
@kennygibsonnhs

Top hashtags:
#midwifery
#rockassembly
#midwife
#teamcno

Description:
Description
The graph represents a network of 5,251 Twitter users whose tweets in the requested range contained "midwife OR midwifery", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 July 2019 at 15:54 UTC.

The requested start date was Sunday, 14 July 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, 9-hour, 51-minute period from Wednesday, 10 July 2019 at 14:09 UTC to Sunday, 14 July 2019 at 00:00 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 : 5251
Unique Edges : 6866
Edges With Duplicates : 1986
Total Edges : 8852
Number of Edge Types : 3
Mentions : 7089
Tweet : 1084
Replies to : 679
Self-Loops : 1084
Reciprocated Vertex Pair Ratio : 0.0477536914860195
Reciprocated Edge Ratio : 0.0911544227886057
Connected Components : 1091
Single-Vertex Connected Components : 547
Maximum Vertices in a Connected Component : 1826
Maximum Edges in a Connected Component : 4863
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.523599
Graph Density : 0.000241949379256559
Modularity : 0.709609
NodeXL Version : 1.0.1.415

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[28] https://www.insider.com/meghan-markle-holds-baby-archie-wrong-according-to-a-midwife-2019-7
[13] https://www.cbc.ca/news/canada/kitchener-waterloo/ontario-midwifery-services-funding-announcement-elliott-1.5203740
[12] https://www.northampton.ac.uk/events/open-day-saturday-13-july-2019/
[10] https://www.nnlightsbookheaven.com/single-post/2019/07/05/Book-Review-Midwife-in-Behruz-by-judymeadows44-romance-readromance-bookreview
[10] https://www.newswire.ca/news-releases/midwifery-investment-an-important-step-in-healthcare-reform-841851750.html
[8] https://www.stuff.co.nz/national/113833263/midwife-calls-sdhb-decision-not-to-supply-gas-for-pain-relief-at-hubs-for-birthing-mothers-barbaric
[8] https://www.jobs.manchester.ac.uk
[6] https://www.carternovels.com/author-julie-watson.html
[6] https://blackburnnews.com/windsor/windsor-news/2019/07/10/midwife-services-windsor-essex-gets-700000/
[5] http://www.careersportal.ie/colleges/college_event_item.php?event_id=4174&college_id=28&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[10] https://www.newswire.ca/news-releases/midwifery-investment-an-important-step-in-healthcare-reform-841851750.html
[5] https://www.insider.com/meghan-markle-holds-baby-archie-wrong-according-to-a-midwife-2019-7
[4] https://www.dailymail.co.uk/news/article-7232191/Cruel-carer-jailed-12-months-manhandling-dementia-hit-retired-NHS-midwife.html
[3] https://www.bbc.co.uk/news/uk-england-beds-bucks-herts-48942211
[3] https://www.cbc.ca/news/canada/kitchener-waterloo/ontario-midwifery-services-funding-announcement-elliott-1.5203740
[3] https://www.manchestereveningnews.co.uk/news/greater-manchester-news/every-familys-worst-nightmare-carer-16560336
[3] https://www.capitalgazette.com/news/crime/ac-cn-midwifery-theft-20190711-vpstqdqjqnfwxb7qbq4esgf24m-story.html
[3] https://whatsnew2day.com/pregnant-midwife-lauren-almost-blind-after-she-has-contracted-a-parasite-under-her-contact-lens
[3] https://wolbbaltimore.com/2100493/maryland-midwife-allegedly-stole-from-pregnant-woman/
[3] http://www.twittascope.com/?sign=4

Top URLs in Tweet in G2:
[9] https://www.cbc.ca/news/canada/kitchener-waterloo/ontario-midwifery-services-funding-announcement-elliott-1.5203740
[3] https://twitter.com/alibrodrick/status/1149351187428315136
[2] https://www.theguardian.com/commentisfree/2014/dec/03/pregnant-women-shun-labour-wards-midwife-care
[2] https://www.sciencedirect.com/science/article/pii/S0266613819301330
[2] https://twitter.com/ali_candlebark/status/1148383289138221056
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/birt.12442#.XR56xR9xWmY.twitter
[1] https://twitter.com/griffithalumni/status/1149143130752503808
[1] https://www.all4maternity.com
[1] https://health.gov.ie/blog/publications/a-policy-on-the-development-of-graduate-to-advanced-nursing-and-midwifery-practice/
[1] https://twitter.com/BMidwiferysoc/status/1148551613583429632

Top URLs in Tweet in G3:
[7] https://www.jobs.manchester.ac.uk
[4] https://twitter.com/Tracey__Beck/status/1149628306540490753
[2] https://twitter.com/MortimoreGlos/status/1148592330628354055
[2] https://twitter.com/Midwife_Claire/status/1149208518966353920
[2] https://twitter.com/Midwife_Claire/status/1148891069339308032
[2] https://twitter.com/Midwife_Claire/status/1149214195759685632
[2] https://twitter.com/drrichardp/status/1149419371057557505
[2] https://twitter.com/alibrodrick/status/1149351187428315136
[1] https://twitter.com/fbmh_uom/status/1150062351464505344
[1] https://twitter.com/CocreateWelfare/status/1142079355335712770

Top URLs in Tweet in G4:
[3] https://twitter.com/SarahC_RN/status/1149551954013458434
[1] https://gov.uk/honours/honour
[1] https://www.lancashirehealthawards.co.uk/categories/
[1] https://www.lancashirehealthawards.co.uk/

Top URLs in Tweet in G5:
[1] https://www.birminghammail.co.uk/black-country/transgender-row-doctor-sacked-after-16562518?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.dailymail.co.uk/news/article-7228439/Missing-midwifery-student-20-murdered-manipulative-father-figure.html?ito=social-twitter_dailymailUK
[1] https://www.dailymail.co.uk/news/article-7232191/Cruel-carer-jailed-12-months-manhandling-dementia-hit-retired-NHS-midwife.html?ito=social-twitter_dailymailUK

Top URLs in Tweet in G6:
[1] https://twitter.com/darranmarshall/status/1149677986779713536

Top URLs in Tweet in G7:
[3] https://www.unfpa.org/news/graduate-47-new-midwife-triumphs-over-lifes-trials
[1] https://www.unfpa.org/news/midwives-save-lives-%E2%80%93-more-support-midwifery-needed
[1] https://twitter.com/Jhpiego/status/1150085492446289920
[1] https://twitter.com/RadioMiraya/status/1148915775484436482
[1] https://twitter.com/JustACTIONS/status/1140995779940814848
[1] http://realtalkwithrealmums.ie
[1] https://www.unfpa.org/news/male-midwife-champions-safe-motherhood-south-sudan-refugees
[1] https://twitter.com/unfpabangladesh/status/1148892637379776512

Top URLs in Tweet in G9:
[2] http://bit.ly/2tt1WFt
[2] https://www.leicestershospitals.nhs.uk/aboutus/our-news/daisy-award-extraordinary-nurses-and-midwives/
[1] https://www.rcmconference.org.uk/
[1] https://www.rcm.org.uk/portal/my-details/
[1] https://www.rcm.org.uk/rcm-events/
[1] https://www.rcm.org.uk/supporting/getting-help/workplace-support/
[1] https://www.rcm.org.uk/promoting/learning-careers/i-learn-and-i-folio/
[1] https://www.rcm.org.uk/promoting/learning-careers/rcm-library/
[1] http://www.scottishhealthawards.com
[1] https://www.rgu.ac.uk/graduation-summer-2019

Top URLs in Tweet in G10:
[5] https://news.ontario.ca/m/52905
[5] https://blackburnnews.com/windsor/windsor-news/2019/07/10/midwife-services-windsor-essex-gets-700000/
[2] https://news.ontario.ca/mohltc/en/2019/07/ontario-expanding-midwifery-services.html
[1] https://www.brantfordexpositor.ca/news/local-news/local-midwives-get-funding-boost
[1] https://www.barrietoday.com/local-news/province-kicks-in-cash-for-midwifery-services-1574877
[1] https://www.baytoday.ca/local-news/fedeli-announces-funding-for-midwives-1576512
[1] https://www.kitchenertoday.com/local-news/waterloo-region-receiving-12-million-in-funding-for-midwifery-services-1560485
[1] https://www.ourwindsor.ca/news-story/9495203-ontario-expanding-midwifery-services-in-chatham-kent-essex-windsor/
[1] https://montemcnaughtonmpp.ca/2019/07/10/ontario-expanding-midwifery-services-in-lambton-kent-middlesex/

Top Domains
Top Domains in Tweet in Entire Graph:
[169] twitter.com
[67] co.uk
[35] instagram.com
[34] ac.uk
[32] nhs.uk
[28] insider.com
[24] co.nz
[22] org.uk
[17] youtube.com
[14] cbc.ca

Top Domains in Tweet in G1:
[38] twitter.com
[28] instagram.com
[25] co.uk
[10] newswire.ca
[7] careerarc.com
[7] thehousethatneverslumbers.com
[6] com.au
[5] goodreads.com
[5] insider.com
[4] cbc.ca

Top Domains in Tweet in G2:
[22] twitter.com
[9] cbc.ca
[4] co.uk
[4] co.nz
[3] sciencedirect.com
[2] theguardian.com
[2] biomedcentral.com
[1] wiley.com
[1] all4maternity.com
[1] gov.ie

Top Domains in Tweet in G3:
[37] twitter.com
[8] ac.uk
[8] nhs.uk
[2] org.uk
[1] instagram.com
[1] facebook.com

Top Domains in Tweet in G4:
[3] twitter.com
[2] co.uk
[1] gov.uk

Top Domains in Tweet in G5:
[3] co.uk

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

Top Domains in Tweet in G7:
[5] unfpa.org
[4] twitter.com
[1] realtalkwithrealmums.ie

Top Domains in Tweet in G9:
[6] org.uk
[2] bit.ly
[2] nhs.uk
[1] scottishhealthawards.com
[1] ac.uk
[1] co.uk

Top Domains in Tweet in G10:
[7] ontario.ca
[5] blackburnnews.com
[1] brantfordexpositor.ca
[1] barrietoday.com
[1] baytoday.ca
[1] kitchenertoday.com
[1] ourwindsor.ca
[1] montemcnaughtonmpp.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[114] midwifery
[114] rockassembly
[106] midwife
[97] teamcno
[64] rockassembly2019
[45] nursing
[40] whfevents
[39] futuremidwifery
[35] leeds
[30] midwives



Top Hashtags in Tweet in G1:
[29] midwife
[25] midwifery
[13] nursing
[6] breastfeeding
[5] birth
[4] doula
[4] healthcare
[4] birthwithoutfear
[4] umd
[4] scrublife

Top Hashtags in Tweet in G2:
[8] anps
[7] betterbirths
[7] research
[6] anp
[5] nhs
[4] midwives
[4] midwife
[4] midwifery
[2] scothealthawards
[2] gratitude

Top Hashtags in Tweet in G3:
[112] rockassembly
[94] teamcno
[64] rockassembly2019
[40] whfevents
[39] futuremidwifery
[25] matexp
[23] futuremidwife
[21] midwifery
[20] nursing
[16] thankyoumidwives

Top Hashtags in Tweet in G4:
[2] rockassembly
[1] teamnhs
[1] nhs
[1] inspiringthefuture

Top Hashtags in Tweet in G7:
[10] rohingya
[5] worldpopulationday
[4] icpd25
[3] southsudan
[2] wpd2019
[2] midwifery
[1] coxsbazar
[1] beijing25
[1] baby
[1] midwife

Top Hashtags in Tweet in G9:
[8] midwifery
[6] rcmconf19
[3] events
[3] qiawards
[3] leadership
[3] engagement
[3] sssa
[3] nmc
[3] scothealthawards
[3] aspiringmidwife

Top Hashtags in Tweet in G10:
[5] windsor
[5] sxont
[4] onpoli
[1] brampton
[1] midwifery
[1] ontario
[1] fraudnation

Top Words
Top Words in Tweet in Entire Graph:
[5441] Words in Sentiment List#1: Positive
[1437] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[114713] Non-categorized Words
[121591] Total Words
[2062] midwife
[1387] midwifery
[768] nursing
[601] nurse
[601] doctor

Top Words in Tweet in G1:
[413] midwife
[140] midwifery
[68] call
[53] nurse
[47] s
[45] nursing
[45] t
[44] care
[41] baby
[36] more

Top Words in Tweet in G2:
[364] midwifery
[335] advanced
[286] nursing
[197] new
[173] practice
[166] policy
[126] health
[124] midwife
[116] graduate
[112] today

Top Words in Tweet in G3:
[238] midwifery
[172] rmaynursedir
[138] dunkleybent
[134] nursing
[127] today
[124] young
[116] midwife_claire
[112] #rockassembly
[107] people
[103] jonathancliffe8

Top Words in Tweet in G4:
[281] know
[281] amazing
[281] nhs
[281] nurse
[281] midwife
[279] doctor
[276] pls
[276] porter
[276] cleaner
[276] paramedic

Top Words in Tweet in G5:
[256] njamesworld
[255] sacked
[255] man
[255] born
[254] doctor
[254] over
[254] 'refusing
[254] call
[254] 6ft
[254] bearded

Top Words in Tweet in G6:
[228] jameskanag
[227] one
[226] remain
[226] made
[226] many
[226] strategic
[226] missteps
[226] nod
[226] along
[226] sweeping

Top Words in Tweet in G7:
[43] midwives
[31] today
[28] unfpabangladesh
[27] midwifery
[25] well
[24] help
[21] agreement
[18] mobile
[18] maternal
[16] telenor

Top Words in Tweet in G8:
[103] fairies'
[103] midwife
[103] comes
[103] shape
[103] bigger
[103] agate
[103] stone
[103] forefinger
[103] alderman
[102] chinomoreno

Top Words in Tweet in G9:
[25] midwifery
[17] midwivesrcm
[15] nmcnews
[15] midwife
[14] today
[14] nursing
[11] know
[9] programme
[9] work
[9] out

Top Words in Tweet in G10:
[53] midwifery
[44] services
[44] celliottability
[33] care
[30] midwives
[29] government
[29] additional
[28] million
[26] 28
[26] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[606] nursing,midwifery
[303] know,amazing
[290] nhs,nurse
[289] amazing,nhs
[288] pls,know
[288] nurse,porter
[288] porter,doctor
[288] doctor,cleaner
[288] cleaner,paramedic
[288] paramedic,cook

Top Word Pairs in Tweet in G1:
[57] call,midwife
[23] nurse,midwife
[22] nursing,midwifery
[11] midwifery,investment
[11] investment,important
[11] important,step
[11] step,healthcare
[11] healthcare,reform
[11] don,t
[10] midwifery,services

Top Word Pairs in Tweet in G2:
[272] nursing,midwifery
[201] advanced,nursing
[164] midwifery,practice
[107] graduate,advanced
[95] health,service
[93] roinnslainte,new
[89] launch,policy
[88] new,today
[88] today,launched
[88] launched,new

Top Word Pairs in Tweet in G3:
[106] young,people
[75] nursing,midwifery
[71] 10,000
[46] university,salford
[42] the_ttrust,#rockassembly
[41] rmaynursedir,dunkleybent
[40] today,the_ttrust
[40] 000,young
[40] dunkleybent,mradford_doni
[36] chief,midwifery

Top Word Pairs in Tweet in G4:
[278] know,amazing
[276] pls,know
[276] amazing,nhs
[276] nhs,nurse
[276] nurse,porter
[276] porter,doctor
[276] doctor,cleaner
[276] cleaner,paramedic
[276] paramedic,cook
[276] cook,scientist

Top Word Pairs in Tweet in G5:
[254] doctor,sacked
[254] sacked,over
[254] over,'refusing
[254] 'refusing,call
[254] call,6ft
[254] 6ft,bearded
[254] bearded,man
[254] man,'madam''
[254] 'madam'',soon
[254] soon,baby's

Top Word Pairs in Tweet in G6:
[226] remain,made
[226] made,many
[226] many,strategic
[226] strategic,missteps
[226] missteps,one
[226] one,nod
[226] nod,along
[226] along,sweeping
[226] sweeping,negative
[226] negative,anti

Top Word Pairs in Tweet in G7:
[16] today,unfpabangladesh
[16] unfpabangladesh,telenor
[16] telenor,bangladesh
[16] bangladesh,signed
[16] signed,agreement
[16] agreement,create
[16] create,mobile
[16] mobile,midwives
[16] midwives,providing
[16] providing,digital

Top Word Pairs in Tweet in G8:
[103] fairies',midwife
[103] midwife,comes
[103] comes,shape
[103] shape,bigger
[103] bigger,agate
[103] agate,stone
[103] stone,forefinger
[103] forefinger,alderman
[102] chinomoreno,fairies'

Top Word Pairs in Tweet in G9:
[10] nursing,midwifery
[6] packed,programme
[6] programme,#rcmconf19
[6] #rcmconf19,full
[6] full,topical
[6] topical,issues
[6] issues,concerning
[6] concerning,those
[6] those,work
[6] work,midwifery

Top Word Pairs in Tweet in G10:
[39] midwifery,services
[25] 28,million
[16] government,investing
[15] additional,28
[14] million,midwifery
[8] providing,additional
[8] minister,health
[8] health,celliottability
[8] celliottability,visited
[8] visited,st

Top Replied-To
Top Replied-To in Entire Graph:
@midwife_roya
@midwife_claire
@jonathancliffe8
@millihill
@midwifery_dr
@claireallan
@rebyhardy
@mmsaffari
@rmaynursedir
@paulnvaughan

Top Replied-To in G2:
@millihill
@thelovelymaeve
@saracottenden
@hazard_leah
@mcwo11
@pubhealthcitypl
@prossersnelling
@phughes2017
@roinnslainte
@deirdrelanglang

Top Replied-To in G3:
@jonathancliffe8
@midwife_claire
@rmaynursedir
@paulnvaughan
@midwifingabbie
@mariaclegg66
@fordhelenford8
@lisabacon15
@mag04523608
@ofrahrn

Top Replied-To in G5:
@njamesworld
@twittwittwitetc

Top Replied-To in G6:
@jameskanag
@alsposter

Top Replied-To in G7:
@carolinehomer
@kamalaharris
@activate1m1b

Top Replied-To in G9:
@babsmac80
@donnabrough79
@pandorabethan

Top Replied-To in G10:
@celliottability
@prabsarkaria
@cityofhamilton
@fordnation
@montemcnaughton
@lmntsfarm
@cdgcdn
@billy__pang

Top Mentioned
Top Mentioned in Entire Graph:
@antonytiernan
@njamesworld
@jameskanag
@rmaynursedir
@dunkleybent
@midwife_claire
@mradford_doni
@roinnslainte
@chinomoreno
@jonathancliffe8

Top Mentioned in G1:
@nmlconference
@jayhoganauthor
@twdeefsa
@radiology_bio
@michcapcon
@dv7radio
@eicochrane
@happymummyblogs
@twohealthclinic

Top Mentioned in G2:
@roinnslainte
@chiefnurseire
@simonharristd
@sagefemmesb
@midwiferyforum
@millihill
@thatmidwife
@tpm_journal
@obsevidence
@prossersnelling

Top Mentioned in G3:
@rmaynursedir
@dunkleybent
@midwife_claire
@jonathancliffe8
@mradford_doni
@the_ttrust
@paulnvaughan
@bevmatthewsrn
@yanarichens
@teamcno_

Top Mentioned in G4:
@antonytiernan
@lancshospitals
@sarahc_rn
@dlewiscartoons
@inybb_
@rmaynursedir
@paulnvaughan
@andyfish01
@uknatarchives
@anstee_bridge

Top Mentioned in G5:
@njamesworld
@dailymailuk
@martinmilne3

Top Mentioned in G6:
@jameskanag
@njamesworld
@ryanhoeyuk

Top Mentioned in G7:
@unfpabangladesh
@telenor
@unfpa
@unfpa_somalia
@unfpaasia
@unwomenasia
@maryvkinney
@telenorgroup
@unfpa_nordic
@carolinehomer

Top Mentioned in G8:
@chinomoreno

Top Mentioned in G9:
@midwivesrcm
@nmcnews
@rgunandm
@pefsbth
@wenurses
@nhsgrampian
@uhlfox
@bthcoop
@mcqicspsp
@babsmac80

Top Mentioned in G10:
@celliottability
@fordnation
@mikeharrisjrpc
@douglasdowney
@victorfedeli
@onthealth
@midwivesstj
@ontarionewsnow
@wil
@prabsarkaria

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@tesco
@subwayjp
@car01am
@blfeed
@annemariayritys
@marylschmidt
@_globalcareers
@daily_express
@guardian

Top Tweeters in G1:
@car01am
@blfeed
@annemariayritys
@wzbc_live
@isearch247
@geoffkernow
@fiveminutewords
@velvetsilk
@andyvermaut
@fox59

Top Tweeters in G2:
@thejournal_ie
@zenmorin
@pmobsligo
@sagefemmesb
@evidencerobot
@michaelagrasser
@christi85573643
@keithbohanna
@thelovelymaeve
@carolynhastie

Top Tweeters in G3:
@theeconomist
@jennythem
@whoseshoes
@nickisnpdx
@reddy1408
@dnaed_tech
@ncwnewman
@gbtpo
@kennygibsonnhs
@medicinegov

Top Tweeters in G4:
@kittytrill
@parthaskar
@mynameisandyj
@scormembers
@russhogarth
@borntoosoonkh
@irisbenson100
@drcarolpercy
@spencer_sian
@drbobphillips

Top Tweeters in G5:
@maseratilady1
@graciegrann
@cheekylatte
@dailymailuk
@frederickone
@oldyfan2012
@cdlutetia
@dinky1950sf
@rubiespal
@iaml4nce

Top Tweeters in G6:
@thorpelynden
@real_dr_roy
@garthgodsman
@superbikeal
@princessofwails
@jjcwow
@skepticalhusky
@annette1hardy
@maureen_luggar
@petuniasforever

Top Tweeters in G7:
@sdg2030
@unicef
@who
@anupampkher
@unfpaasia
@h_s_global
@mohnaansari
@canadafp
@albertschram
@unfpa

Top Tweeters in G8:
@joshdeftones
@zrfaziz
@alcreemie
@soundslikeohyes
@melifossatti
@invalid_entry__
@fryedpig
@anditoandy
@iluvlibraries
@locoherbie713

Top Tweeters in G9:
@wenurses
@agencynurse
@nhsgrampian
@leic_hospital
@midwivesrcm
@ldn_ambulance
@ecwestcott
@uhlfox
@nmcnews
@hee_tel

Top Tweeters in G10:
@garden_nome1
@blackburnessex
@mlgg2
@macleodlisa
@jetdriverman
@robinmartinpc
@borntobebrave26
@ticknersafety
@only2galaxy
@clint_thomas73


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