sharingeconomy, Twitter, 4/5/2019 6:08:02 PM, 192725


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sharingeconomy Twitter NodeXL SNA Map and Report for Friday, 05 April 2019 at 13:16 UTC
sharingeconomy Twitter NodeXL SNA Map and Report for Friday, 05 April 2019 at 13:16 UTC
From:
docassar
Uploaded on:
April 05, 2019
Short Description:
sharingeconomy via NodeXL http://bit.ly/2UxVFIx
@sharingeconomy_
@agami
@eraser
@ganghutmedia
@benitamatofska
@lyft
@vacayo_tech
@shopsharing
@airbnb
@dpontarlier

Top hashtags:
#sharingeconomy
#gigeconomy
#blockchain
#crypto
#cryptocurrency
#tech

Description:
Description
The graph represents a network of 1,183 Twitter users whose recent tweets contained "sharingeconomy", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 05 April 2019 at 13:22 UTC.

The tweets in the network were tweeted over the 9-day, 20-hour, 30-minute period from Tuesday, 26 March 2019 at 16:30 UTC to Friday, 05 April 2019 at 13:01 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 : 1183
Unique Edges : 2045
Edges With Duplicates : 830
Total Edges : 2875
Number of Edge Types : 4
Mentions : 1699
Retweet : 656
Tweet : 472
Replies to : 48
Self-Loops : 480
Reciprocated Vertex Pair Ratio : 0.0581275720164609
Reciprocated Edge Ratio : 0.109868740884784
Connected Components : 284
Single-Vertex Connected Components : 140
Maximum Vertices in a Connected Component : 503
Maximum Edges in a Connected Component : 1908
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.727071
Graph Density : 0.0014710657037873
Modularity : 0.656609
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] https://www.slideshare.net/500startups/vacayo-500-demo-day-batch-21
[17] https://medium.com/@eraser/roma-meetup-aperitech-di-blockchain-education-network-italia-d465531de335?source=friends_link&sk=5bb732dcefc0545a720493bd365b7e7b
[16] https://www.iiiee.lu.se/event/sharing-cities-summit-sweden
[12] https://www.forbes.com/sites/bryanpearson/2019/03/14/will-consumers-rent-home-furnishings-ikea-and-rent-the-runway-think-so/#54c63d2f237a
[11] http://e-learning-teleformacion.blogspot.com/2019/02/volume-24-number-2-4-february-2019.html
[11] http://e-learning-teleformacion.blogspot.com/2019/01/the-coming-transhuman-era-jason-sosa.html
[10] http://e-learning-teleformacion.blogspot.com/2019/02/the-rise-of-sharing-economy-and.html
[10] https://www.intelligenthq.com/decentralizing-sharing-economy-blockchain/
[10] https://entrepreneurship.columbia.edu/startup/vacayo/
[10] https://techcrunch.com/gallery/our-favorite-startups-from-500-startups-21st-class/slide/5/

Top URLs in Tweet in G1:
[4] https://www.forbes.com/sites/bryanpearson/2019/03/14/will-consumers-rent-home-furnishings-ikea-and-rent-the-runway-think-so/#54c63d2f237a
[3] https://redbear.rentals/
[2] https://www.thnk.org/insights/assets-to-access/
[2] https://www.youtube.com/watch?v=DNBY8yNXGoA

[2] https://www.eventbrite.com/e/sharing-and-circular-economy-event-tickets-59462504953
[1] http://blog.keycafe.com/keycafe-expands-partnership-with-7-eleven-to-enhance-community-engagement/
[1] https://my.savvy.coop/blog/article/484
[1] https://twitter.com/MikeIsaac/status/1110587216248492032
[1] https://twitter.com/CafeSciVan/status/1110747656823832578
[1] https://www.asustainablelife.co.uk/029-the-end-of-toybox-clutter-with-nigel-phan-from-whirli/

Top URLs in Tweet in G2:
[17] https://medium.com/@eraser/roma-meetup-aperitech-di-blockchain-education-network-italia-d465531de335?source=friends_link&sk=5bb732dcefc0545a720493bd365b7e7b
[11] http://e-learning-teleformacion.blogspot.com/2019/02/volume-24-number-2-4-february-2019.html
[11] http://e-learning-teleformacion.blogspot.com/2019/01/the-coming-transhuman-era-jason-sosa.html
[11] https://www.slideshare.net/500startups/vacayo-500-demo-day-batch-21
[10] http://e-learning-teleformacion.blogspot.com/2019/02/the-rise-of-sharing-economy-and.html
[7] https://medium.com/@eraser/the-promise-of-blockchain-a-currency-of-trust-30cc8691205f
[7] https://www.gogoplaces.co/blog/top-10-jobs-for-digital-nomads/
[6] https://medium.com/@eraser/the-intersection-of-ai-and-blockchain-infographic-5b6940dac6fc
[6] http://e-learning-teleformacion.blogspot.com/2019/02/declaracion-de-copenhague-sobre.html
[6] https://www.forbes.com/sites/bryanpearson/2019/03/14/will-consumers-rent-home-furnishings-ikea-and-rent-the-runway-think-so/#54c63d2f237a

Top URLs in Tweet in G3:
[10] https://www.slideshare.net/500startups/vacayo-500-demo-day-batch-21
[10] https://techcrunch.com/gallery/our-favorite-startups-from-500-startups-21st-class/slide/5/
[10] https://entrepreneurship.columbia.edu/startup/vacayo/
[4] https://www.lautomobile.aci.it/articoli/2019/03/29/lyft-in-borsa-guadagna-l874.html
[2] https://www.lodgify.com/blog/property-management-technology-solutions/
[2] http://www.morningstar.it/it/news/182649/leconomia-circolare-cerca-investitori-%E2%80%9Cpazienti%E2%80%9D.aspx
[2] https://www.amalfinews.it/it/economia-e-turismo-20/goboony-per-chi-ama-le-vacanze-in-camper-1052/article
[2] https://www.wired.it/economia/start-up/2019/03/18/auting-auto-car-sharing/?utm_medium=marketing&utm_campaign=wired&utm_source=Twitter#Echobox=1552938902
[2] https://twitter.com/DigiTInst/status/1107602294823096321
[2] https://skift.com/2019/03/22/airbnbs-potential-investment-in-oyo-explained/

Top URLs in Tweet in G4:
[8] https://www.seedrs.com/anygood
[3] https://medium.com/@aprilrinne/the-sharing-economy-goes-public-now-what-b9af6717d10c
[1] https://www.businessleader.co.uk/how-to-crowdfund-successfully-for-a-sharing-economy-business/63268/
[1] https://twitter.com/mike_rosenbaum/status/1110724821682262017
[1] https://www.cbi.org.uk/news/sharing-economy-uk-announces-new-chair-board/
[1] https://anygood.com/become-a-member/
[1] https://www.linkedin.com/slink?code=g5WzNQa
[1] https://www.linkedin.com/slink?code=gSP4qU7
[1] https://www.compelo.com/lyft-market-valuation/
[1] https://www.iiiee.lu.se/event/sharing-cities-summit-sweden

Top URLs in Tweet in G5:
[4] https://ethicalbranddirectory.com/goinggreen2019/
[4] https://www.benitamatofska.com/single-post/2019/04/01/Become-a-Change-Maker-Brand-Part-2
[4] https://www.eventbrite.co.uk/e/everything-youve-ever-wanted-to-know-about-global-sharing-week-tickets-59404470370
[3] https://commun.it?tc=n&aid=thankyou527
[3] http://globalsharingweek.org/about/become-partner
[3] http://SocialInnovation.news
[3] http://socialinnovation.news/?edition_id=53124830-53d4-11e9-b211-0cc47a0d164b
[3] https://cmun.it/e/mg0hpy1/Generation-Share-Change-Makers-Building-Sharing/dp/1447350103?t=1554470412
[2] https://cmun.it/e/mg0hpy1/Generation-Share-Change-Makers-Building-Sharing/dp/1447350103?t=1554470411
[1] https://cmun.it/e/np9831t/blog/date/2018-04?t=1554470481

Top URLs in Tweet in G6:
[1] https://www.bloomberg.com/features/2019-meituan-china-delivery-empire/

Top URLs in Tweet in G7:
[2] https://nopiaride.com/for-drivers/
[1] https://nopiaride.com/off-the-runway/
[1] https://nopiaride.com/for-investors/
[1] https://registration.strategyforum2019.eu/

Top URLs in Tweet in G8:
[15] https://www.iiiee.lu.se/event/sharing-cities-summit-sweden
[2] https://smartakartan.se/
[1] https://link.medium.com/l0SxJOoFoV
[1] https://twitter.com/alvstranden/status/1113800773966680065

Top URLs in Tweet in G9:
[1] https://www.eldiario.es/murcia/sociedad/repartidores-Glovo-Deliveroo-Murcia-atomizacion_0_882961994.html

Top Domains
Top Domains in Tweet in Entire Graph:
[145] medium.com
[54] twitter.com
[50] blogspot.com
[33] youtube.com
[26] linkedin.com
[24] forbes.com
[21] slideshare.net
[20] bringhand.de
[18] co.uk
[16] lu.se

Top Domains in Tweet in G1:
[20] bringhand.de
[19] twitter.com
[15] linkedin.com
[7] forbes.com
[7] co.uk
[5] facebook.com
[4] youtube.com
[4] instagram.com
[3] redbear.rentals
[2] medium.com

Top Domains in Tweet in G2:
[129] medium.com
[49] blogspot.com
[11] slideshare.net
[11] facebook.com
[10] forbes.com
[7] gogoplaces.co
[5] cryptotechnews.co
[3] sharering.network
[2] observatorioblockchain.com
[2] youtube.com

Top Domains in Tweet in G3:
[10] slideshare.net
[10] techcrunch.com
[10] columbia.edu
[4] aci.it
[4] twitter.com
[3] wired.it
[2] lodgify.com
[2] morningstar.it
[2] amalfinews.it
[2] com.au

Top Domains in Tweet in G4:
[8] seedrs.com
[7] twitter.com
[7] linkedin.com
[3] medium.com
[2] compelo.com
[2] marketplacerisk.com
[2] youtube.com
[1] co.uk
[1] org.uk
[1] anygood.com

Top Domains in Tweet in G5:
[14] cmun.it
[6] socialinnovation.news
[5] benitamatofska.com
[5] co.uk
[4] ethicalbranddirectory.com
[3] commun.it
[3] globalsharingweek.org
[2] bold-awards.com
[1] twitter.com
[1] intelligenthq.com

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

Top Domains in Tweet in G7:
[4] nopiaride.com
[1] strategyforum2019.eu

Top Domains in Tweet in G8:
[15] lu.se
[2] smartakartan.se
[1] medium.com
[1] twitter.com

Top Domains in Tweet in G9:
[1] eldiario.es

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1014] sharingeconomy
[165] gigeconomy
[141] blockchain
[107] crypto
[90] cryptocurrency
[70] tech
[60] digitaltransformation
[53] fintech
[53] airbnb
[50] homeowner



Top Hashtags in Tweet in G1:
[183] sharingeconomy
[20] transport
[20] beiladung
[20] umzug
[20] mitfahrgelegenheit
[20] spedition
[20] kurier
[15] innovation
[14] airbnb
[14] uber

Top Hashtags in Tweet in G2:
[219] sharingeconomy
[126] blockchain
[103] crypto
[88] cryptocurrency
[82] gigeconomy
[54] digitaltransformation
[47] fintech
[44] tech
[39] emergingtechnologies
[38] education

Top Hashtags in Tweet in G3:
[134] sharingeconomy
[48] gigeconomy
[34] homeowner
[34] homeownership
[34] vacayo
[22] proptech
[15] smm19
[12] techcrunch
[10] homeowners
[10] columbiaentrepreneurship

Top Hashtags in Tweet in G4:
[67] sharingeconomy
[16] gigeconomy
[7] crowdfunding
[6] peertopeer
[6] airbnb
[5] marketplace
[5] travel
[4] crowdfund
[4] hiringnow
[4] recruiters

Top Hashtags in Tweet in G5:
[45] sharingeconomy
[31] ebdgoinggreen2019
[28] generationshare
[23] socent
[16] speaker
[15] changemakers
[13] globalsharingweek
[10] brighton
[9] hove
[8] businesses

Top Hashtags in Tweet in G6:
[15] ridehailing
[5] china
[3] digitaltransformation
[3] sharingeconomy
[2] smartcities
[1] ai

Top Hashtags in Tweet in G7:
[26] sharingeconomy
[25] circulareconomy
[20] bioeconomy
[8] electricvehicles
[6] economic
[6] energyefficient
[5] climatechange
[5] environment
[5] gogreen
[5] solarenergy

Top Hashtags in Tweet in G8:
[7] sharingeconomy
[3] sustainability
[2] sipnytt
[1] cities
[1] sharingcitygbg
[1] delningsekonomi
[1] savethedate

Top Hashtags in Tweet in G9:
[25] taxi
[4] sharingeconomy
[2] glovo
[2] deliveroo
[2] trabajo
[1] riders
[1] falsosautónomos

Top Hashtags in Tweet in G10:
[11] sharingeconomy
[1] rentoo
[1] rent
[1] wavesplatform

Top Words
Top Words in Tweet in Entire Graph:
[995] Words in Sentiment List#1: Positive
[301] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[35812] Non-categorized Words
[37108] Total Words
[1435] #sharingeconomy
[223] #gigeconomy
[194] blockchain
[190] #blockchain
[180] sharing

Top Words in Tweet in G1:
[183] #sharingeconomy
[36] sharing
[25] economy
[20] nach
[20] verdiene
[20] wenn
[20] kannst
[20] hier
[20] anschauen
[20] #transport

Top Words in Tweet in G2:
[309] #sharingeconomy
[166] #blockchain
[162] blockchain
[141] #crypto
[123] #cryptocurrency
[114] #gigeconomy
[79] #digitaltransformation
[63] #fintech
[62] #tech
[61] #emergingtechnologies

Top Words in Tweet in G3:
[158] #sharingeconomy
[122] di
[94] e
[49] #gigeconomy
[42] per
[35] #homeowner
[35] #homeownership
[35] #vacayo
[34] startups
[29] che

Top Words in Tweet in G4:
[87] #sharingeconomy
[27] #gigeconomy
[26] now
[21] airbnb
[19] sharing
[15] uber
[13] #peertopeer
[12] companies
[12] economy
[12] out

Top Words in Tweet in G5:
[109] #sharingeconomy
[63] #socent
[61] #generationshare
[40] #changemakers
[31] #ebdgoinggreen2019
[29] join
[27] grab
[27] tickets
[25] greenstoryinc
[24] r0bertalee

Top Words in Tweet in G6:
[30] market
[20] #digitaltransformation
[20] #sharingeconomy
[15] valuations
[15] #ridehailing
[15] players
[15] lyft
[15] gone
[15] public
[15] friday

Top Words in Tweet in G7:
[32] #sharingeconomy
[29] #circulareconomy
[23] link
[22] officially
[22] below
[20] interested
[20] #bioeconomy
[20] connected
[20] topics
[20] application

Top Words in Tweet in G8:
[24] #sharingeconomy
[17] now
[17] ecovintage
[17] viablecities
[17] vinnovase
[17] #sipnytt
[17] #sustainability
[16] iiieelund
[15] sign
[15] up

Top Words in Tweet in G9:
[28] #sharingeconomy
[25] mercancías
[25] carretera
[25] pasará
[25] #taxi
[25] hasta
[25] uber
[25] entró
[25] país
[25] asociaciones

Top Words in Tweet in G10:
[25] rentoo
[25] #sharingeconomy
[20] next
[15] dear
[15] rentooshis
[15] listed
[15] stexexchanger
[15] tuesday
[15] 2nd
[15] april

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[142] #sharingeconomy,#gigeconomy
[128] sharing,economy
[94] #crypto,#cryptocurrency
[52] #gigeconomy,#homeowner
[52] #homeowner,#homeownership
[44] check,out
[39] #blockchain,#crypto
[38] #tech,#technology
[38] 500,startups
[34] #sharingeconomy,#generationshare

Top Word Pairs in Tweet in G1:
[21] sharing,economy
[20] kannst,hier
[20] hier,anschauen
[20] anschauen,#transport
[20] #transport,#beiladung
[20] #beiladung,#umzug
[20] #umzug,#mitfahrgelegenheit
[20] #mitfahrgelegenheit,#sharingeconomy
[20] #sharingeconomy,#spedition
[20] #spedition,#kurier

Top Word Pairs in Tweet in G2:
[92] #crypto,#cryptocurrency
[66] #sharingeconomy,#gigeconomy
[35] #tech,#technology
[34] #blockchain,#crypto
[33] roma,meetup
[26] #cryptocurrency,#sharingeconomy
[25] #digitaltransformation,#emergingtechnologies
[21] #industry40,#sharingeconomy
[20] #ai,#ia
[20] #education,#edtech

Top Word Pairs in Tweet in G3:
[44] #sharingeconomy,#gigeconomy
[35] #gigeconomy,#homeowner
[35] #homeowner,#homeownership
[25] #homeownership,#vacayo
[22] 500,startups
[18] sharing,economy
[15] #vacayo,#techcrunch
[15] #techcrunch,#proptech
[15] demo,day
[14] nuovi,modelli

Top Word Pairs in Tweet in G4:
[16] #sharingeconomy,#gigeconomy
[12] #gigeconomy,#peertopeer
[12] sharing,economy
[8] #sharingeconomy,#hiringnow
[8] risk,management
[8] #invest,#sharingeconomy
[7] now,live
[6] #hiringnow,#gigeconomy
[5] #gigeconomy,#sharingeconomy
[5] growing,list

Top Word Pairs in Tweet in G5:
[33] #sharingeconomy,#generationshare
[28] #generationshare,#socent
[27] grab,tickets
[24] #ebdgoinggreen2019,r0bertalee
[24] r0bertalee,pebblemagazine
[24] pebblemagazine,marta_canga
[24] marta_canga,greenstoryinc
[24] greenstoryinc,dpontarlier
[24] dpontarlier,ethicalhour
[24] ethicalhour,sianeconway

Top Word Pairs in Tweet in G6:
[15] valuations,#ridehailing
[15] #ridehailing,players
[15] players,lyft
[15] gone,public
[15] friday,22b
[15] 22b,market
[15] market,cap
[15] cap,n
[15] n,rest
[15] rest,heading

Top Word Pairs in Tweet in G7:
[22] link,below
[20] interested,#circulareconomy
[20] #circulareconomy,#bioeconomy
[20] #bioeconomy,#sharingeconomy
[20] #sharingeconomy,connected
[20] connected,topics
[20] topics,application
[20] application,10th
[20] 10th,eusbsr
[20] eusbsr,annual

Top Word Pairs in Tweet in G8:
[17] viablecities,vinnovase
[15] sign,up
[15] up,now
[15] now,game
[15] game,changing
[15] changing,event
[15] event,iiieelund
[15] iiieelund,lundsuni
[15] lundsuni,kesmccormick
[15] kesmccormick,philip_naslund

Top Word Pairs in Tweet in G9:
[25] mercancías,carretera
[25] carretera,pasará
[25] pasará,#taxi
[25] #taxi,hasta
[25] hasta,uber
[25] uber,entró
[25] entró,país
[25] país,asociaciones
[25] asociaciones,movilizaron
[25] movilizaron,actuamos

Top Word Pairs in Tweet in G10:
[15] dear,rentooshis
[15] rentooshis,rentoo
[15] rentoo,listed
[15] listed,stexexchanger
[15] stexexchanger,tuesday
[15] tuesday,2nd
[15] 2nd,april
[15] april,ltc
[15] ltc,pair
[15] pair,deposits

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@r0bertalee
@pebblemagazine
@marta_canga
@greenstoryinc
@dpontarlier
@ethicalhour
@sianeconway
@bel_jacobs
@lindaecodesign

Top Mentioned in G1:
@sam_ng_
@hitechgrounds
@loracmustaine

Top Mentioned in G2:
@gabrielachang17
@ethichub
@jason_sosa
@tedxgrandrapids
@wttc
@forbes
@eoi
@eraser
@brockpierce
@asocdigitales

Top Mentioned in G3:
@totididio
@wec_italia
@martamainieri
@ivanapais
@startup_italia
@copernicowork
@arcaincubatore
@sharingeconomy_
@muv2020
@rodolfobrandi

Top Mentioned in G4:
@airbnb
@seedrs
@uber
@limebike
@zipcar
@aprilrinne
@justpark
@fon
@spotahome
@stashbee

Top Mentioned in G5:
@r0bertalee
@pebblemagazine
@marta_canga
@greenstoryinc
@dpontarlier
@ethicalhour
@sianeconway
@bel_jacobs
@lindaecodesign

Top Mentioned in G6:
@lyft
@chboursin
@kimwhitler
@evankirstel
@meituan
@luluyilun
@davidramli
@pelstrom
@business
@glengilmore

Top Mentioned in G7:
@eusbsr

Top Mentioned in G8:
@ecovintage
@viablecities
@vinnovase
@iiieelund
@lundsuni
@kesmccormick
@philip_naslund
@clleire
@gullsy
@asaminoz

Top Mentioned in G9:
@eldiariomurcia
@santini_rose

Top Mentioned in G10:
@stexexchanger
@wavesplatform

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@evankirstel
@gamergeeknews
@eraser
@chidambara09
@business
@gojekindonesia
@nytimes
@italiastartup_
@twilli2861

Top Tweeters in G1:
@gamergeeknews
@ankitc265
@kaskadia
@kal1_furies
@dogetalist
@theiotwarehouse
@sustainableish
@10dollarstartup
@vizworld
@amruthasuri

Top Tweeters in G2:
@sectest9
@eraser
@chidambara09
@smeuks
@jeandoobs
@forbes
@santchiweb
@maperez324
@newsneus
@elcorreoweb

Top Tweeters in G3:
@italiastartup_
@yamatho2
@plsde
@franzrusso
@gds_it
@tictoc
@startzai
@startup_italia
@sole24ore
@topcybernews

Top Tweeters in G4:
@theatlantic
@wef
@lyft
@mervyndinnen
@whattheffacts
@cgtnofficial
@recruitmentgv
@sofiagk
@hafelg
@airbnb

Top Tweeters in G5:
@socialgoodstuff
@socentlive
@bjeaglefeather
@jvantill
@nanotrac
@commun_it
@ethicalhour
@ogunte
@shareable
@ea_holmes

Top Tweeters in G6:
@evankirstel
@business
@vanalich
@kuriharan
@xbrlstandard
@drferdowsi
@spirosmargaris
@psb_dc
@glengilmore
@danielscarvalho

Top Tweeters in G7:
@annetteashley61
@omolere
@douglaschongys
@chiagozie_great
@reeflife911
@eu_env
@michele_gerace
@enrd_cp
@circularimpacts
@regiopoland

Top Tweeters in G8:
@asaminoz
@dasharp
@thecapitalguide
@vinnovase
@lundsuni
@pietervdglind
@sharingcity
@murraybirrelluk
@monybernardi
@ecovintage

Top Tweeters in G9:
@juanma10877
@samboadilla1
@dammkring
@transportenews
@icimarron
@cheloserradilla
@eldiariomurcia
@davidramosbuen1
@taxiyellowblack
@ases_atc

Top Tweeters in G10:
@smaugcrypto
@wavesplatform
@cmvuro
@dennisdits
@stexexchanger
@nobodyknowsall2
@d86danield86
@somebody8_
@w00dstuck
@nickoostrom


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