fashiontech, Twitter, 2/28/2020 10:51:06 AM, 222077


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fashiontech_2020-02-28_00-17-34.xlsx
fashiontech_2020-02-28_00-17-34.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 28, 2020
Short Description:
fashiontech via NodeXL http://bit.ly/2TtIwOu
@enricomolinari
@women_wearables
@fashnerd
@sailormila
@balenciaga
@wearabledesign
@prada
@marijabutkovic
@wearableguru
@chidambara09

Top hashtags:
#fashiontech
#safety
#smartcities
#esport
#marketing
#iot
#superyacht

Description:
Description
The graph represents a network of 1,004 Twitter users whose tweets in the requested range contained "fashiontech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 28 February 2020 at 08:17 UTC.

The requested start date was Friday, 28 February 2020 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 13-day, 20-hour, 17-minute period from Friday, 14 February 2020 at 03:04 UTC to Thursday, 27 February 2020 at 23:21 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 : 1004
Unique Edges : 1503
Edges With Duplicates : 913
Total Edges : 2416
Number of Edge Types : 4
MentionsInRetweet : 1678
Tweet : 357
Mentions : 369
Replies to : 12
Self-Loops : 357
Reciprocated Vertex Pair Ratio : 0.0395408163265306
Reciprocated Edge Ratio : 0.0760736196319018
Connected Components : 115
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 697
Maximum Edges in a Connected Component : 1925
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.358129
Graph Density : 0.00161865002601756
Modularity : 0.53435
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 1,004 Twitter users whose tweets in the requested range contained "fashiontech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 28 February 2020 at 08:17 UTC.

The requested start date was Friday, 28 February 2020 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 13-day, 20-hour, 17-minute period from Friday, 14 February 2020 at 03:04 UTC to Thursday, 27 February 2020 at 23:21 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : fashiontech
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[17] https://annymarianoblog.com/2020/02/22/using-big-data-nike-just-does-it/
[16] https://www.youtube.com/watch?v=jo-aPEH7pIo

[14] https://fashinnovation.com/black-history-month-spotlight-fashnerd-founder-muchaneta-kapfunde/
[14] https://www.facebook.com/plugins/video.php?href=https://www.facebook.com/360Fashion/videos/10155144284539936/
[14] http://launchpadhk.com/?p=22997&preview=true#.Wc36xFuCxQI
[14] http://www.360fash.com
[12] https://www.youtube.com/watch?v=obUSsH6a-C4&feature=youtu.be

[10] https://www.eventbrite.com/e/join-the-3rd-meeting-of-fab-the-fashion-and-beautytech-community-in-miami-tickets-92498105323
[10] https://www.womenofwearables.com/blogwrite/top-100-women-in-fashion-tech?rq=top+100
[4] https://knightcolumbia.org/content/the-case-for-digital-public-infrastructure

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1231135274471710722
[1] https://twitter.com/i/web/status/1231135579565445120
[1] https://twitter.com/i/web/status/1231616111734599680
[1] https://twitter.com/i/web/status/1228301987357306880
[1] https://twitter.com/i/web/status/1230410510228586496
[1] https://twitter.com/i/web/status/1230238184824549381
[1] https://twitter.com/i/web/status/1231602383471435776
[1] https://twitter.com/i/web/status/1231653704455073792
[1] https://twitter.com/i/web/status/1232399113641086976
[1] https://twitter.com/i/web/status/1232410574648217602

Top URLs in Tweet in G2:
[14] https://fashinnovation.com/black-history-month-spotlight-fashnerd-founder-muchaneta-kapfunde/
[2] http://pi.tv
[2] http://FashNerd.com
[2] https://fashnerd.com/2020/02/yes-kickstarter-is-still-a-thing-here-are-3-campaigns-worth-backing/
[2] https://fashnerd.com/2020/02/mfs-fashion-tech-keyhouse-bluezone-resource-departments-innovation/
[2] https://www.modaes.es/empresa/viume-la-tecnologica-apadrinada-por-prada-da-el-salto-al-lujo-de-milan.html
[1] https://twitter.com/i/web/status/1228174712263467010
[1] https://twitter.com/i/web/status/1228175526210072577
[1] https://twitter.com/i/web/status/1230468230646505472
[1] https://twitter.com/i/web/status/1232933931114209280

Top URLs in Tweet in G3:
[16] https://www.youtube.com/watch?v=jo-aPEH7pIo

[14] http://www.360fash.com
[14] http://launchpadhk.com/?p=22997&preview=true#.Wc36xFuCxQI
[14] https://www.facebook.com/plugins/video.php?href=https://www.facebook.com/360Fashion/videos/10155144284539936/
[12] https://www.youtube.com/watch?v=obUSsH6a-C4&feature=youtu.be

[2] https://iq.intel.com/top-model-turned-fashion-tech-pioneer-inspires-new-makers/
[2] https://www.youtube.com/watch?v=ZuhWRhVvw88&feature=youtu.be

[2] http://fashnerd.com/2016/05/anina-net-eradicating-fashions-need-to-code/
[2] http://fashnerd.com/2017/03/mass-manufacturing-fashion-tech-prototype/
[2] https://boudoirnumerique.com/magazine-en/fashion-tech-in-altered-carbon-59023

Top URLs in Tweet in G4:
[2] https://knightcolumbia.org/content/the-case-for-digital-public-infrastructure
[1] https://www.linkedin.com/slink?code=egkFmSg
[1] https://twitter.com/i/web/status/1228196592231936001
[1] https://www.elucidmagazine.com/index.php/fashion/item/1098-the-who-s-who-of-fashiontech-industry/1098-the-who-s-who-of-fashiontech-industry
[1] https://fashnerd.com/2020/01/the-5-women-in-fashion-tech-to-watch-in-2020-and-beyond/
[1] https://twitter.com/i/web/status/1228310255832096769
[1] https://twitter.com/i/web/status/1228310253671997442
[1] https://www.ebay.com/itm/143527405112
[1] https://twitter.com/i/web/status/1228424077595021323
[1] http://ydlfn.com/fashion-designers/marisa-ic

Top URLs in Tweet in G5:
[10] https://www.womenofwearables.com/blogwrite/top-100-women-in-fashion-tech?rq=top+100
[4] https://paper.li/f-1491735837#/
[2] https://www.meetup.com/Women-of-Wearables/
[2] https://www.womenofwearables.com/wow-women-1
[2] https://www.windowswear.com/the-future-of-fashion-tech-in-2020/
[2] https://paper.li/f-1491735837?edition_id=c3b266a0-562c-11ea-b187-0cc47a0d1605
[1] https://twitter.com/i/web/status/1232229757351276544
[1] https://twitter.com/i/web/status/1227998637327814659
[1] https://twitter.com/i/web/status/1227956605574164481
[1] https://www.voguebusiness.com/companies/big-tech-is-infiltrating-fashion-week-amazon-google-fintech

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1231630260011069440

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1232746426763022336
[1] http://bit.ly/2sgbR23

Top URLs in Tweet in G9:
[10] https://www.eventbrite.com/e/join-the-3rd-meeting-of-fab-the-fashion-and-beautytech-community-in-miami-tickets-92498105323
[1] https://twitter.com/i/web/status/1230953807527284736

Top URLs in Tweet in G10:
[4] https://www.theinterline.com/
[2] https://www.youtube.com/watch?v=Aip9EwpA_No&feature=youtu.be

[1] https://twitter.com/i/web/status/1231913807422935043
[1] https://twitter.com/i/web/status/1230839842898137088
[1] https://twitter.com/i/web/status/1232636022695002114
[1] https://twitter.com/i/web/status/1231872397554307073
[1] https://www.youtube.com/watch?v=cPDQTONL1IM&feature=youtu.be

[1] https://twitter.com/i/web/status/1231869807043104770
[1] https://twitter.com/i/web/status/1228191815112609792

Top Domains
Top Domains in Tweet in Entire Graph:
[238] twitter.com
[39] youtube.com
[20] fashnerd.com
[20] facebook.com
[19] paper.li
[17] annymarianoblog.com
[15] 360fash.com
[14] fashinnovation.com
[14] launchpadhk.com
[12] boudoirnumerique.com

Top Domains in Tweet in G1:
[15] twitter.com

Top Domains in Tweet in G2:
[62] twitter.com
[14] fashinnovation.com
[8] fashnerd.com
[4] snip.ly
[2] pi.tv
[2] modaes.es
[1] nytimes.com
[1] medium.com
[1] t.co
[1] fashioninnovationweek.ch

Top Domains in Tweet in G3:
[30] youtube.com
[22] twitter.com
[15] 360fash.com
[14] launchpadhk.com
[14] facebook.com
[12] boudoirnumerique.com
[4] fashnerd.com
[4] xrgoespop.com
[2] paper.li
[2] intel.com

Top Domains in Tweet in G4:
[33] twitter.com
[4] yarr.tv
[4] discompany.work
[2] linkedin.com
[2] instagram.com
[2] knightcolumbia.org
[1] elucidmagazine.com
[1] fashnerd.com
[1] ebay.com
[1] ydlfn.com

Top Domains in Tweet in G5:
[16] twitter.com
[14] paper.li
[12] womenofwearables.com
[2] meetup.com
[2] windowswear.com
[1] voguebusiness.com
[1] seamsfordreams.com
[1] forbesjapan.com
[1] divo.fashion
[1] divo.digital

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

Top Domains in Tweet in G7:
[1] twitter.com
[1] bit.ly

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

Top Domains in Tweet in G10:
[6] twitter.com
[4] theinterline.com
[3] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[691] fashiontech
[259] safety
[172] smartcities
[156] esport
[131] marketing
[99] iot
[97] superyacht
[97] ecofriendly
[86] fashion
[81] innovation



Top Hashtags in Tweet in G1:
[233] safety
[150] smartcities
[150] esport
[123] marketing
[101] fashiontech
[93] superyacht
[93] ecofriendly
[44] retailtech
[36] digital
[34] ehealth

Top Hashtags in Tweet in G2:
[137] fashiontech
[49] elsecorp
[45] wearables
[41] virtualretail
[37] iot
[28] innovation
[24] startup
[22] technology
[21] wearabletech
[17] sustainability

Top Hashtags in Tweet in G3:
[151] fashiontech
[30] 360fash
[29] ledribbon
[28] dyi
[28] tutorial
[28] steam
[28] stem
[19] wearables
[17] iot
[17] 3dprint

Top Hashtags in Tweet in G4:
[46] fashiontech
[12] fashion
[8] artificialintelligence
[6] style
[6] shopping
[6] ecommerce
[5] lifestyle
[5] pocketsylist
[5] blogger
[5] fashioninfluencer

Top Hashtags in Tweet in G5:
[76] fashiontech
[19] fashion
[19] wearabletech
[13] healthtech
[13] femtech
[13] iot
[13] vr
[13] ar
[12] blockchain
[8] womenintech

Top Hashtags in Tweet in G6:
[1] fashiontech
[1] diarrablumath

Top Hashtags in Tweet in G7:
[4] fashiontech
[3] fashion
[3] sustainability
[1] tech
[1] retailtech
[1] ai
[1] startup
[1] london

Top Hashtags in Tweet in G8:
[18] smartcities
[18] safety
[16] innovation
[16] fashiontech
[2] esport

Top Hashtags in Tweet in G9:
[19] miami
[10] fashiontech
[10] startups
[9] fab
[1] beautytech
[1] investors

Top Hashtags in Tweet in G10:
[13] fashiontech
[9] fashion
[7] technology
[6] 3d
[5] theinterline
[5] customize
[5] bespoke
[5] artificialintelligence
[5] madetomeasure
[5] sizeinclusivity

Top Words
Top Words in Tweet in Entire Graph:
[632] Words in Sentiment List#1: Positive
[155] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[26223] Non-categorized Words
[27010] Total Words
[844] enricomolinari
[690] #fashiontech
[472] ty
[259] #safety
[187] fashion

Top Words in Tweet in G1:
[804] enricomolinari
[443] ty
[233] #safety
[150] geniusclub
[150] #smartcities
[150] #esport
[147] hovding
[147] created
[147] airbag
[147] urban

Top Words in Tweet in G2:
[137] #fashiontech
[98] fashnerd
[71] fashion
[49] icolgroup
[49] #elsecorp
[45] #wearables
[42] fashnerdeditor
[41] #virtualretail
[37] #iot
[37] end

Top Words in Tweet in G3:
[151] #fashiontech
[34] fashion
[30] #360fash
[29] #ledribbon
[28] #dyi
[28] #tutorial
[28] #steam
[28] #stem
[28] rosesoma88
[22] 360fashion

Top Words in Tweet in G4:
[46] #fashiontech
[12] fashiontech
[12] #fashion
[8] #artificialintelligence
[8] product
[7] newest
[6] fashion
[6] 3d
[6] #style
[6] #shopping

Top Words in Tweet in G5:
[76] #fashiontech
[47] women_wearables
[19] #fashion
[19] #wearabletech
[17] fashion
[15] future
[15] group
[14] wow
[14] women
[14] finder

Top Words in Tweet in G6:
[16] released
[14] dbdiarrabousso
[13] thediarrablu
[12] spring
[12] summer
[12] 2020
[12] collection
[12] exploring
[12] ecosystem
[12] seashells

Top Words in Tweet in G7:
[11] saveyrwardrobe
[8] excited
[8] tla_retailtech
[8] ibm
[8] event
[8] tonight
[8] hear
[8] evolution
[8] store
[8] technology

Top Words in Tweet in G8:
[18] hovding
[18] #smartcities
[18] #safety
[16] creado
[16] bolsa
[16] aire
[16] ciclistas
[16] #innovation
[16] #fashiontech
[15] allizesalgado

Top Words in Tweet in G9:
[19] #miami
[17] fabmiami
[10] #fashiontech
[10] ready
[10] miami
[10] fashion
[10] tech
[10] companies
[10] stage
[10] inspiring

Top Words in Tweet in G10:
[13] #fashiontech
[12] theinterline
[9] #fashion
[9] body
[7] week
[7] #technology
[7] lyfsize
[6] technology
[6] #3d
[5] fashion

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[172] #smartcities,#safety
[156] geniusclub,enricomolinari
[156] enricomolinari,#smartcities
[156] #safety,#esport
[153] hovding,created
[153] created,airbag
[153] airbag,urban
[153] urban,cyclists
[153] cyclists,ty
[153] ty,geniusclub

Top Word Pairs in Tweet in G1:
[150] geniusclub,enricomolinari
[150] enricomolinari,#smartcities
[150] #smartcities,#safety
[150] #safety,#esport
[147] hovding,created
[147] created,airbag
[147] airbag,urban
[147] urban,cyclists
[147] cyclists,ty
[147] ty,geniusclub

Top Word Pairs in Tweet in G2:
[46] icolgroup,#elsecorp
[41] #elsecorp,#virtualretail
[29] #virtualretail,#fashiontech
[28] fashion,supply
[28] supply,chain
[24] fashnerd,suuchi
[24] #fashiontech,#startup
[20] chain,fashnerdeditor
[20] #startup,#innovation
[19] simac,icolgroup

Top Word Pairs in Tweet in G3:
[28] #ledribbon,#dyi
[28] #dyi,#tutorial
[28] #tutorial,#steam
[28] #steam,#stem
[28] #stem,rosesoma88
[28] rosesoma88,#fashiontech
[16] #fashiontech,queenofraw
[16] #fashiontech,#futureoffashion
[16] #wearables,#iot
[14] love,#fashiontech

Top Word Pairs in Tweet in G4:
[7] newest,#fashiontech
[7] #fashiontech,product
[5] #fashion,#lifestyle
[5] #lifestyle,#pocketsylist
[5] #pocketsylist,#style
[5] #style,#blogger
[5] #blogger,#fashioninfluencer
[5] #fashioninfluencer,#shopping
[5] #shopping,#officewear
[5] #officewear,#casualwear

Top Word Pairs in Tweet in G5:
[13] #healthtech,#femtech
[13] #iot,#vr
[13] #vr,#ar
[12] #fashion,#blockchain
[12] #blockchain,critical
[12] critical,future
[12] future,fashion
[12] fashion,#fashiontech
[12] #fashiontech,lefashiontech
[12] lefashiontech,wtvox

Top Word Pairs in Tweet in G6:
[14] dbdiarrabousso,released
[12] released,thediarrablu
[12] thediarrablu,spring
[12] spring,summer
[12] summer,2020
[12] 2020,collection
[12] collection,exploring
[12] exploring,ecosystem
[12] ecosystem,seashells
[12] seashells,joal

Top Word Pairs in Tweet in G7:
[8] excited,tla_retailtech
[8] tla_retailtech,ibm
[8] ibm,event
[8] event,tonight
[8] tonight,hear
[8] hear,evolution
[8] evolution,store
[8] store,technology
[8] technology,come
[7] saveyrwardrobe,excited

Top Word Pairs in Tweet in G8:
[18] #smartcities,#safety
[16] hovding,creado
[16] creado,bolsa
[16] bolsa,aire
[16] aire,ciclistas
[16] ciclistas,#smartcities
[16] #safety,#innovation
[16] #innovation,#fashiontech
[15] allizesalgado,hovding
[2] enricomolinari,hovding

Top Word Pairs in Tweet in G9:
[10] ready,miami
[10] miami,fashion
[10] fashion,tech
[10] tech,companies
[10] companies,stage
[10] stage,inspiring
[10] inspiring,conversation
[10] conversation,#miami
[10] #miami,#startups
[9] third,#fab

Top Word Pairs in Tweet in G10:
[6] #fashion,#technology
[5] go,until
[5] until,launch
[5] launch,event
[5] #theinterline,#fashion
[5] body,measurements
[5] #customize,#bespoke
[5] #bespoke,#artificialintelligence
[5] #artificialintelligence,#madetomeasure
[5] #madetomeasure,#sizeinclusivity

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@startupselfieco
@gigadgets_
@fashnerd
@e
@icolgroup
@fashnerdeditor
@women_wearables
@sailormila

Top Mentioned in G1:
@enricomolinari
@startupselfieco
@gigadgets_
@e
@bringme
@bbc
@ingliguori
@automeme
@digitalked

Top Mentioned in G2:
@fashnerd
@icolgroup
@fashnerdeditor
@jasnarok
@fashiontechguru
@fashiontech101
@prada
@elsecorp
@seeker
@wearabledesign

Top Mentioned in G3:
@sailormila
@ifaparis
@maker_atolye
@zeynox
@ifaparisistanbu
@balenciaga
@360fashion
@businessfrance
@infotron_3dtech
@clarissereille

Top Mentioned in G4:
@lyflikeapp

Top Mentioned in G5:
@women_wearables
@lefashiontech
@wtvox
@marijabutkovic
@pritimoudgill
@oaktree_dave
@peripherii
@watc_wearetech
@1offginger

Top Mentioned in G6:
@dbdiarrabousso
@thediarrablu
@thediar
@joboaler
@knowlesteachers

Top Mentioned in G7:
@saveyrwardrobe
@tla_retailtech
@ibm
@forbes
@iamgulnazk
@hasnakourda
@katie
@katiebarontweet

Top Mentioned in G8:
@allizesalgado
@enricomolinari

Top Mentioned in G9:
@fabmiami
@eventbrite

Top Mentioned in G10:
@theinterline
@lyfsize
@it4fashion
@bigthinxai
@bespokify_
@browzwear

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@evankirstel
@deejayiwan
@clairebotai
@aldoceccarelli
@lorimoreno
@cybersec_feeds
@moniselseward
@calcaware

Top Tweeters in G1:
@deejayiwan
@aldoceccarelli
@lorimoreno
@calcaware
@kcs39194
@mashable
@nicochan33
@akwyz
@andrewmorrisuk
@gvalan

Top Tweeters in G2:
@sectest9
@evankirstel
@june4th
@orbb80
@digitaltrends
@jblefevre60
@nellinson
@carolinekvitter
@cybersecurityn8
@ccprakay

Top Tweeters in G3:
@rickking16
@advimotion_fr
@360fashion
@cp_fischer
@netflixfr
@sxsw
@netflix
@hubmode
@buddhajeans
@zeynox

Top Tweeters in G4:
@projectanalysis
@bamitav
@vivek_bhaskar
@arcaincubatore
@hiroyukiarai
@carlelouis
@anastasiab
@yarrtv_es
@kellyvanshe
@steube

Top Tweeters in G5:
@femtech_
@fashionista_com
@gauthie74757302
@georgecohta
@womencodersbot
@scieducation1
@learn__together
@codervj
@ingridriley
@behindthewoman1

Top Tweeters in G6:
@moniselseward
@thembaletumbang
@drmnikfar
@kebetubot
@dingleteach
@ndiaga_d
@jetadorejas
@teresaflutemath
@mathillustrated
@joboaler

Top Tweeters in G7:
@forbes
@startupbulletin
@ibm
@marcusdgilmore
@iamgulnazk
@katie
@50intech
@deepalinangia
@mdoghri
@katiebarontweet

Top Tweeters in G8:
@allizesalgado
@xihuitl73693492
@texhewson
@cpi1307
@smartcitiesfeed
@ricardoyagas
@josafatgurria33
@joelovamp
@zagieangel
@ponchodelatorre

Top Tweeters in G9:
@eventbrite
@laissamouen
@urban_plan_b
@beautytechsf
@beautytechparis
@beautytechny
@beautytechla
@beautytechseoul
@beautytechaf1
@beautytechb

Top Tweeters in G10:
@_dirtyfashion_
@3dbodytech
@whichplm
@wreckreation_hq
@davidreayuk
@it4fashion
@browzwear
@bespokify_
@bigthinxai
@lyfsize


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