(personalised OR personalized) health, Twitter, 7/16/2019 4:07:20 PM, 203299


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(personalised OR personalized) health Twitter NodeXL SNA Map and Report for Tuesday, 16 July 2019 at
(personalised OR personalized) health Twitter NodeXL SNA Map and Report for Tuesday, 16 July 2019 at
From:
Connected Action NodeXL-Reports
Uploaded on:
July 16, 2019
Short Description:
(personalised OR personalized) health via NodeXL http://bit.ly/2kc4gAw
@nhsengland
@defencehq
@dme_health
@timspector
@erictopol
@autismpeterboro
@tlap1
@cdspcn
@skillsforcare
@pers_care

Top hashtags:
#health
#healthcare
#veterans
#ai
#brexit
#nutrition
#microbiome

Description:
Description
The graph represents a network of 1,141 Twitter users whose recent tweets contained "(personalised OR personalized) health", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Tuesday, 16 July 2019 at 14:53 UTC.

The tweets in the network were tweeted over the 9-day, 11-hour, 58-minute period from Sunday, 07 July 2019 at 02:46 UTC to Tuesday, 16 July 2019 at 14:45 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 : 1144
Unique Edges : 1575
Edges With Duplicates : 651
Total Edges : 2226
Number of Edge Types : 4
Mentions : 1135
Tweet : 408
Retweet : 525
Replies to : 158
Self-Loops : 418
Reciprocated Vertex Pair Ratio : 0.0804681784930505
Reciprocated Edge Ratio : 0.14895057549086
Connected Components : 385
Single-Vertex Connected Components : 198
Maximum Vertices in a Connected Component : 83
Maximum Edges in a Connected Component : 290
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.052662
Graph Density : 0.00112955723191944
Modularity : 0.668638
NodeXL Version : 1.0.1.416

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://www.england.nhs.uk/personalisedcare/upc/ipc-for-veterans/personalised-care-for-veterans/
[7] https://www.amazon.com/131-Method-Personalized-Nutrition-Metabolism-ebook/dp/B07K3PST34/ref=as_li_ss_tl?_encoding=UTF8&pd_rd_i=B07K3PST34&pd_rd_r=fc739a88-7f4b-11e9-9baa-1f33018cf24e&pd_rd_w=j3LBB&pd_rd_wg=WNWVt&pf_rd_p=90485860-83e9-4fd9-b838-b28a9b7fda30&pf_rd_r=AQ6ZBA3EXX4XY4BYPAVG&psc=1&refRID=AQ6ZBA3EXX4XY4BYPAVG&linkCode=sl1&tag=faydrafields-20&linkId=98eb93e73b1ceb0ee6c0fef540fa8109&language=en_US
[7] http://yogawithamit.com/private-yoga-classes/
[6] https://www.ion.ac.uk/Pages/Category/optimum-nutrition-clinic
[6] https://swhr.org/can-womens-health-follow-personalized-medicines-path-to-success/
[5] https://www.healthcarefinancenews.com/news/blue-shield-california-targets-wellness-goals-through-personalized-health-platform
[5] https://www.neural.org.uk/wp-content/uploads/2019/07/neuro-patience-2019-1.pdf
[5] https://www.statnews.com/2019/07/05/medically-tailored-meals/?utm_content=buffer1d4d2&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[4] https://www.nytimes.com/2019/06/10/health/nutrition-diet-genetics-food.html
[4] https://www.strategyand.pwc.com/report/future-of-health

Top URLs in Tweet in G1:
[7] https://www.amazon.com/131-Method-Personalized-Nutrition-Metabolism-ebook/dp/B07K3PST34/ref=as_li_ss_tl?_encoding=UTF8&pd_rd_i=B07K3PST34&pd_rd_r=fc739a88-7f4b-11e9-9baa-1f33018cf24e&pd_rd_w=j3LBB&pd_rd_wg=WNWVt&pf_rd_p=90485860-83e9-4fd9-b838-b28a9b7fda30&pf_rd_r=AQ6ZBA3EXX4XY4BYPAVG&psc=1&refRID=AQ6ZBA3EXX4XY4BYPAVG&linkCode=sl1&tag=faydrafields-20&linkId=98eb93e73b1ceb0ee6c0fef540fa8109&language=en_US
[7] http://yogawithamit.com/private-yoga-classes/
[3] https://www.nytimes.com/2019/06/10/health/nutrition-diet-genetics-food.html
[3] https://www.etsy.com/KabbalahInsights/listing/269233851/personalized-kabbalistic-amulet-pendant?utm_source=etsyfu&utm_medium=api&utm_campaign=api
[3] https://www.springbuk.com/request-demo/
[3] https://shareasale.com/r.cfm?b=1277971&u=1989244&m=84235&urllink=&afftrack=
[2] https://www.linkedin.com/slink?code=ea4D8RA
[2] https://www.bbc.co.uk/news/health-48254137
[2] https://pickvitamin.com/
[2] https://consumerreportsreview.com/genomics-personalized-health-market-analysis-by-key-players-regions-type-and-application/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[7] https://www.england.nhs.uk/personalisedcare/upc/ipc-for-veterans/personalised-care-for-veterans/
[1] https://www.bbc.co.uk/news/health-48706822
[1] https://www.nationalvoices.org.uk/blogs/social-prescribing-link-workers-celebrating-glue-health-and-social-care
[1] https://www.thelondoneconomic.com/lifestyle/health/artificial-intelligence-set-to-revolutionise-personalised-cancer-treatment-plans/25/06/
[1] https://twitter.com/drtomwyatt/status/1148957717043847169

Top URLs in Tweet in G3:
[6] https://www.ion.ac.uk/Pages/Category/optimum-nutrition-clinic
[1] https://jamanetwork.com/journals/jamainternalmedicine/fullarticle/2737919
[1] https://www.dlife.in/news-and-research-articles-on-diabetes-obesity-lipids/doctoring-facts-the-ugly-face-of-medical-research/
[1] https://theconversation.com/you-are-what-you-eat-why-the-future-of-nutrition-is-personal-119477
[1] https://www.bbc.co.uk/programmes/m0006sgv
[1] https://twitter.com/BBCFoodProg/status/1150770794563325952
[1] https://time.com/5600706/personalized-diets-study/
[1] https://www.nytimes.com/2019/06/10/health/nutrition-diet-genetics-food.html
[1] https://blogs.cdc.gov/genomics/2016/04/21/shift/
[1] https://www.the-scientist.com/editorial/monogrammed-medicine-66089

Top URLs in Tweet in G4:
[2] https://www.cigna.com/about-us/newsroom/innovation/personalized-support-helps-customers-navigate-a-complex-health-terrain?sf104596662=1
[2] https://www.globalbiotechinsights.com/articles/17679/clinical-study-personalised-treatment-of-overactive-bladder-in-women
[2] https://www.aircargonews.net/airlines/air-cargo-must-invest-to-meet-the-challenge-of-personalised-medicines/
[2] https://www.globalbiotechinsights.com/research/article.asp?articleid=17679
[2] https://cloudblogs.microsoft.com/industry-blog/en-gb/health/2019/07/10/ai-personalised-patient-journey/
[1] https://healthitanalytics.com/news/ai-brings-personalized-cancer-treatment-to-cleveland-clinic
[1] https://labs.uk.barclays/healthtech
[1] https://www.nbherard.com/pr/personalised-health-startup-me-squared-wins-investment-from-australian-venture-builder-black-nova-group/238294?utm_source=twitter.com/wadekwright
[1] https://www.idigitalhealth.com/news/cigna-leads-gns-healthcares-23m-funding-round
[1] https://www.idigitalhealth.com/news/why-fitbit-is-placing-heavy-emphasis-on-its-platform

Top URLs in Tweet in G5:
[2] https://www.thinklocalactpersonal.org.uk/_assets/TLAPMakingitReal-Personalisation-for-Mental-Health.pdf
[2] https://www.thinklocalactpersonal.org.uk/
[1] https://amhp.org.uk/get-involved/members/

Top URLs in Tweet in G6:
[2] https://www.wmca.org.uk/BrexitHealthCheck
[2] https://www.greaterbirminghamchambers.com/BrexitHealthCheck
[1] https://www.wmca.org.uk/brexithealthcheck

Top URLs in Tweet in G7:
[2] https://www.ncbi.nlm.nih.gov/pubmed/25083054
[2] https://www.frontiersin.org/articles/10.3389/fendo.2019.00266/full
[2] https://www.ncbi.nlm.nih.gov/pubmed/30102801
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell-host-microbe%2Ffulltext%2FS1931-3128%2819%2930250-1%3F_returnURL%3Dhttps%3A%2F%2Flinkinghub.elsevier.com%2Fretrieve%2Fpii%2FS1931312819302501&rc=0
[1] https://www.patreon.com/posts/exercise-protein-12248945
[1] https://www.ncbi.nlm.nih.gov/pubmed/30904215
[1] https://www.patreon.com/posts/28226474
[1] https://caloriesproper.com/protein-sarcopenia/
[1] https://journals.lww.com/nsca-jscr/Citation/2017/04000/Resistance_Training_Induced_Elevations_in_Muscular.1.aspx
[1] https://www.patreon.com/posts/18527592

Top URLs in Tweet in G8:
[3] https://www.healthcarefinancenews.com/news/blue-shield-california-targets-wellness-goals-through-personalized-health-platform
[1] https://www.healthcarefinancenews.com/news/blue-shield-california-targets-wellness-goals-through-personalized-health-platform#.XSeAckM0GOQ.twitter
[1] https://www.healthcarefinancenews.com/news/blue-shield-california-targets-wellness-goals-through-personalized-health-platform#.XSON_kTE60c.twitter

Top URLs in Tweet in G9:
[1] https://www.fastcompany.com/3040356/what-23andme-is-doing-with-all-that-dna
[1] https://www.nytimes.com/2008/09/14/fashion/14spit.html

Top URLs in Tweet in G10:
[1] https://digitalhealtheurope.eu/

Top Domains
Top Domains in Tweet in Entire Graph:
[28] twitter.com
[20] org.uk
[17] linkedin.com
[16] nhs.uk
[15] co.uk
[8] amazon.com
[7] ac.uk
[7] nih.gov
[7] shareasale.com
[7] healthcarefinancenews.com

Top Domains in Tweet in G1:
[15] linkedin.com
[8] co.uk
[8] twitter.com
[8] amazon.com
[7] yogawithamit.com
[7] shareasale.com
[4] nhs.uk
[3] healthcarehiring.com
[3] instagram.com
[3] nytimes.com

Top Domains in Tweet in G2:
[7] nhs.uk
[1] co.uk
[1] org.uk
[1] thelondoneconomic.com
[1] twitter.com

Top Domains in Tweet in G3:
[6] ac.uk
[2] co.uk
[1] jamanetwork.com
[1] dlife.in
[1] theconversation.com
[1] twitter.com
[1] time.com
[1] nytimes.com
[1] cdc.gov
[1] the-scientist.com

Top Domains in Tweet in G4:
[4] globalbiotechinsights.com
[2] cigna.com
[2] aircargonews.net
[2] idigitalhealth.com
[2] microsoft.com
[1] healthitanalytics.com
[1] uk.barclays
[1] nbherard.com
[1] onlinexperiences.com
[1] soulpageit.com

Top Domains in Tweet in G5:
[5] org.uk

Top Domains in Tweet in G6:
[3] org.uk
[2] greaterbirminghamchambers.com

Top Domains in Tweet in G7:
[6] nih.gov
[3] patreon.com
[2] frontiersin.org
[2] caloriesproper.com
[1] elsevierhealth.com
[1] lww.com
[1] sciencedaily.com
[1] jamanetwork.com

Top Domains in Tweet in G8:
[5] healthcarefinancenews.com

Top Domains in Tweet in G9:
[1] fastcompany.com
[1] nytimes.com

Top Domains in Tweet in G10:
[1] digitalhealtheurope.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[82] health
[55] healthcare
[53] veterans
[33] ai
[27] brexit
[20] nutrition
[18] microbiome
[15] healthtech
[15] fitness
[13] data



Top Hashtags in Tweet in G1:
[36] health
[14] fitness
[10] healthcare
[8] data
[7] read2eat
[7] bktwtr
[7] privateyoga
[7] protein
[6] personalized
[6] casual

Top Hashtags in Tweet in G2:
[53] veterans
[3] socialprescribing19
[3] huawei
[3] experience
[2] nhs
[2] linkworkerday19
[2] speakingasharedlanguage
[1] personalisedcare
[1] cancer
[1] ai

Top Hashtags in Tweet in G3:
[18] microbiome
[6] lifestyle
[6] health
[6] nutrition
[6] nutritionaltherapy
[6] wellbeing
[6] clinic
[2] keto
[2] precisionmedicine
[1] medicine

Top Hashtags in Tweet in G4:
[18] healthcare
[14] healthtech
[14] ai
[5] biotech
[5] health
[4] treatments
[4] 医薬品
[4] 4p
[4] 予防
[3] machinelearning

Top Hashtags in Tweet in G5:
[11] vcse
[1] paframework
[1] nwt4qc

Top Hashtags in Tweet in G6:
[15] brexit
[1] blackcountry
[1] blkcountryhour
[1] business

Top Hashtags in Tweet in G8:
[2] healthcare
[2] sdoh
[1] valueinitiative
[1] dtx
[1] health
[1] wellness

Top Hashtags in Tweet in G10:
[1] digitalhealtheurope
[1] dhetwinnings

Top Words
Top Words in Tweet in Entire Graph:
[2223] Words in Sentiment List#1: Positive
[414] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Your list of keywords
[34117] Non-categorized Words
[36754] Total Words
[936] health
[553] personalized
[455] personalised
[439] care
[291] amp

Top Words in Tweet in G1:
[209] health
[181] personalized
[67] care
[45] more
[44] one
[41] personalised
[39] #health
[33] amp
[26] patient
[26] nutrition

Top Words in Tweet in G2:
[139] care
[95] amp
[94] personalised
[80] health
[76] new
[73] ex
[73] forces
[73] long
[73] term
[72] condition

Top Words in Tweet in G3:
[26] health
[25] nutrition
[23] timspector
[22] #microbiome
[21] personalized
[19] many
[17] personalised
[17] secret
[17] dieting
[17] rely

Top Words in Tweet in G4:
[30] #healthtech
[30] personalized
[24] #healthcare
[24] #ai
[24] personalised
[20] patient
[18] health
[12] journey
[12] blog
[12] microsoft

Top Words in Tweet in G5:
[53] support
[49] care
[48] health
[41] personalised
[36] mental
[36] people
[32] recovery
[31] amp
[27] conditions
[26] weaving

Top Words in Tweet in G6:
[26] brexit
[20] business
[20] health
[20] check
[20] take
[20] today
[20] free
[20] personalised
[20] report
[20] #brexit

Top Words in Tweet in G7:
[28] health
[24] personalized
[23] consulting
[23] services
[23] drlagakos
[23] gmail
[23] com
[11] protein
[10] amp
[9] gt

Top Words in Tweet in G8:
[26] health
[18] members
[15] personalized
[9] #sdoh
[8] platform
[8] ahahospitals
[8] stakeholders
[8] come
[8] together
[8] talk

Top Words in Tweet in G9:
[27] soychicka
[26] saysdana
[26] ninaandtito
[26] karolcummins
[26] wokyleeks
[26] minggao26
[23] demopj
[23] ericgarland
[22] jbadomics
[22] russellsieg

Top Words in Tweet in G10:
[14] scale
[14] up
[14] solutions
[14] better
[14] data
[14] advance
[14] research
[14] disease
[14] prevention
[14] personalised

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[159] personalised,care
[111] personalized,health
[90] mental,health
[90] long,term
[73] ex,forces
[73] health,condition
[73] condition,disability
[72] forces,long
[72] term,health
[64] care,amp

Top Word Pairs in Tweet in G1:
[25] personalized,health
[18] health,care
[15] learn,more
[15] one,one
[14] private,yoga
[14] yoga,classes
[12] personalized,nutrition
[9] gut,health
[9] lose,weight
[9] mental,health

Top Word Pairs in Tweet in G2:
[80] personalised,care
[73] ex,forces
[73] long,term
[72] forces,long
[72] term,health
[72] health,condition
[72] condition,disability
[56] new,personalised
[53] we've,published
[53] published,new

Top Word Pairs in Tweet in G3:
[17] secret,personalized
[17] personalized,dieting
[17] dieting,rely
[17] rely,#microbiome
[17] #microbiome,still
[17] still,lot
[17] lot,scientists
[17] scientists,don
[17] don,understand
[17] understand,microbiome

Top Word Pairs in Tweet in G4:
[14] personalised,patient
[12] patient,journey
[10] artificial,intelligence
[8] drfonz,doctorlink
[8] #ai,deliver
[8] 医薬品に求められる新基準,効果が予測可能
[8] 効果が予測可能,predictive
[8] predictive,予防医療
[8] 予防医療,preventative
[8] preventative,個別化医療

Top Word Pairs in Tweet in G5:
[35] mental,health
[26] weaving,together
[26] together,recovery
[26] peer,support
[26] support,deliver
[26] deliver,personalised
[26] personalised,care
[26] support,people
[20] care,amp
[20] amp,support

Top Word Pairs in Tweet in G6:
[20] brexit,health
[20] health,check
[20] free,personalised
[20] personalised,report
[20] report,#brexit
[20] #brexit,impact
[20] impact,organisation
[14] given,business
[14] business,brexit
[14] check,take

Top Word Pairs in Tweet in G7:
[23] personalized,health
[23] health,consulting
[23] consulting,services
[23] drlagakos,gmail
[23] gmail,com
[14] services,drlagakos
[9] services,gt
[9] gt,drlagakos
[5] higher,protein
[5] protein,intake

Top Word Pairs in Tweet in G8:
[8] ahahospitals,members
[8] members,stakeholders
[8] stakeholders,come
[8] come,together
[8] together,talk
[8] talk,health
[8] health,care
[8] care,value
[8] value,looking
[8] looking,social

Top Word Pairs in Tweet in G9:
[26] soychicka,saysdana
[26] saysdana,ninaandtito
[26] ninaandtito,karolcummins
[26] karolcummins,wokyleeks
[22] ericgarland,soychicka
[20] wokyleeks,minggao26
[17] demopj,ericgarland
[11] ydanasmithdutra,demopj
[9] jbadomics,hazelddormouse
[8] russellsieg,demopj

Top Word Pairs in Tweet in G10:
[14] scale,up
[14] up,solutions
[14] solutions,better
[14] better,data
[14] data,advance
[14] advance,research
[14] research,disease
[14] disease,prevention
[14] prevention,personalised
[14] personalised,health

Top Replied-To
Top Replied-To in Entire Graph:
@gaymlm
@2healthylife
@mhsutton
@jillehughes
@ydanasmithdutra
@jbadomics
@russellsieg
@bricks32
@dawndunbar81
@tbbrame

Top Replied-To in G1:
@keyringliving

Top Replied-To in G2:
@pers_care
@justinwhatling

Top Replied-To in G3:
@erictopol
@shashiiyengar
@alisadoc1
@timspector
@ethanjweiss
@thomas_wilckens
@thebobgrant

Top Replied-To in G4:
@pveck1

Top Replied-To in G5:
@carolreeves7

Top Replied-To in G9:
@jillehughes
@russellsieg
@jbadomics
@ydanasmithdutra
@tbbrame
@demopj
@hazelddormouse
@ericgarland

Top Mentioned
Top Mentioned in Entire Graph:
@defencehq
@soychicka
@saysdana
@ninaandtito
@karolcummins
@wokyleeks
@minggao26
@timspector
@ericgarland
@demopj

Top Mentioned in G1:
@ucb8571
@fs_healthcare
@trulyalivemag

Top Mentioned in G2:
@defencehq
@lgacomms
@pers_care
@connectlinkorg
@nhsengland
@jamescsanderson
@healthy_wirral
@nhsphb
@cdspcn
@nikkikf

Top Mentioned in G3:
@timspector
@jamie_ducharme
@time
@erictopol
@ion_nutrition
@bbcradio4
@bbcfoodprog
@jamainternalmed
@sjoshimd
@veg_md

Top Mentioned in G4:
@drfonz
@azure
@microsoft
@getdoctorlink
@fitbit
@gnshealthcare
@cigna
@axial_3d
@encellin_inc
@shlakeland

Top Mentioned in G5:
@tlap1
@digisocialcare
@cqcprof
@assocmhp
@ndticentral
@unison_pa
@unisontweets
@skillsforcare
@tashsli3

Top Mentioned in G6:
@corin_bccc
@westmids_ca
@neilpanderson

Top Mentioned in G7:
@knightsdan
@katherinejwu
@abbyjohnsonrd

Top Mentioned in G8:
@ahahospitals
@the_bmc
@umassmemorial
@northernlighth
@3mhisnews
@hc_finance
@blueshieldca
@soleranetwork

Top Mentioned in G9:
@soychicka
@saysdana
@ninaandtito
@karolcummins
@wokyleeks
@minggao26
@ericgarland
@demopj
@jbadomics
@russellsieg

Top Mentioned in G10:
@ehealth_eu

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jurylady5
@faydra_deon
@gogiuk
@ottlegalrebels
@rapplerdotcom
@ydanasmithdutra
@slate
@nytimes
@infopronetwork

Top Tweeters in G1:
@faydra_deon
@gogiuk
@infopronetwork
@booktweeter
@physorg_health
@income4uonline
@maiba12241
@whatsupswfl
@reformedpsycho
@bostonmagazine

Top Tweeters in G2:
@aguilara54
@sas_freeman
@menhealuk
@ana_captures
@medicinegov
@mitch8951
@nhsengland
@strategicg2g
@medicinegovste
@beefeaterdave

Top Tweeters in G3:
@nytimes
@time
@wef
@bbcradio4
@tales4all
@salesianoarg1
@lizmayessex
@ethanjweiss
@ukhealthradio
@hjd1984

Top Tweeters in G4:
@dme_health
@paleobyleo
@dme_jun
@azure
@kushaanshah
@startuscc
@i_digitalhealth
@ama_marketing
@cigna
@max_lyashko

Top Tweeters in G5:
@dazza70smith
@hendrix_bcn
@unisontweets
@clentonf
@autismpeterboro
@skillsforcare
@contactconsult
@learningdiseng
@inspireindepend
@scie_socialcare

Top Tweeters in G6:
@bhamcitycouncil
@bcccmembers
@blkcountryhour
@westmids_ca
@bcgrowthhub
@dez_grant
@neilpanderson
@pennyevents
@blackcountrybf
@beverleynielsen

Top Tweeters in G7:
@caloriesproper
@grawoig
@hlithskjolf
@alex4_8
@workoutpact
@yolandaelizabet
@shunyata2000
@medxfitness
@joanmedical
@bigedm2

Top Tweeters in G8:
@supplychainsn
@mailmystatement
@hc_finance
@markpun
@3mhisnews
@ahahospitals
@blueshieldca
@umassmemorial
@ryanerlewine
@the_bmc

Top Tweeters in G9:
@ydanasmithdutra
@karolcummins
@tbbrame
@saysdana
@ninaandtito
@ericgarland
@jillehughes
@soychicka
@russellsieg
@minggao26

Top Tweeters in G10:
@eclinicaltrial
@cocir
@ehealth_eu
@hpbursig
@reichertsibylle
@ehtel_ehealth
@illario3
@zorgproeftuinen
@simoabb
@lanm_ehtel


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