fashiontech, Twitter, 3/26/2020 10:04:00 AM, 223761


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fashiontech_2020-03-25_22-12-30.xlsx
fashiontech_2020-03-25_22-12-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 26, 2020
Short Description:
fashiontech via NodeXL https://bit.ly/2WJmnic
@enricomolinari
@ingliguori
@mashable
@fashnerd
@360fashion
@hm
@jblefevre60
@jason_mayes
@kenyanwiley
@chidambara09

Top hashtags:
#fashiontech
#tech
#fashion
#iot
#wearables
#influencer
#innovation
#digital
#360fash
#ar

Description:
Description
The graph represents a network of 477 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 Thursday, 26 March 2020 at 05:12 UTC.

The requested start date was Thursday, 26 March 2020 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 13-day, 19-hour, 59-minute period from Thursday, 12 March 2020 at 01:00 UTC to Wednesday, 25 March 2020 at 21:00 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 : 477
Unique Edges : 641
Edges With Duplicates : 438
Total Edges : 1079
Number of Edge Types : 4
MentionsInRetweet : 583
Replies to : 11
Mentions : 173
Tweet : 312
Self-Loops : 312
Reciprocated Vertex Pair Ratio : 0.0204081632653061
Reciprocated Edge Ratio : 0.04
Connected Components : 102
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 225
Maximum Edges in a Connected Component : 644
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.28906
Graph Density : 0.00286278033225869
Modularity : 0.545884
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 477 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 Thursday, 26 March 2020 at 05:12 UTC.

The requested start date was Thursday, 26 March 2020 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 13-day, 19-hour, 59-minute period from Thursday, 12 March 2020 at 01:00 UTC to Wednesday, 25 March 2020 at 21:00 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".

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:
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223308
[17] https://www.youtube.com/watch?v=jo-aPEH7pIo

[15] http://www.360fash.com
[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
[12] https://www.youtube.com/watch?v=obUSsH6a-C4&feature=youtu.be

[6] https://paper.li/f-1491735837#/
[6] https://www.frenchweb.fr/partir-du-client-et-des-communautes-la-recette-du-succes-des-nouveaux-acteurs-mode-et-beaute/395792
[5] https://www.bbc.com/future/article/20200310-sustainable-fashion-how-to-buy-clothes-good-for-the-climate
[4] https://www.theinterline.com/

Top URLs in Tweet in G1:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223308
[1] https://twitter.com/i/web/status/1239604845000048644
[1] https://twitter.com/i/web/status/1241038497026387968
[1] https://twitter.com/i/web/status/1241039680604450816
[1] https://twitter.com/i/web/status/1241040878866763780
[1] https://twitter.com/i/web/status/1241044303130112003
[1] https://twitter.com/i/web/status/1241044321052262407
[1] https://twitter.com/i/web/status/1241045418328416256
[1] https://twitter.com/i/web/status/1241046312595922950
[1] https://twitter.com/i/web/status/1241049013157273602

Top URLs in Tweet in G2:
[6] https://paper.li/f-1491735837#/
[1] https://twitter.com/i/web/status/1238005013470777344
[1] https://twitter.com/i/web/status/1238064989631627264
[1] https://twitter.com/i/web/status/1238067023449595905
[1] https://twitter.com/i/web/status/1238149151898009600
[1] https://twitter.com/i/web/status/1238365240317882368
[1] https://twitter.com/i/web/status/1238456794223083522
[1] https://www.dariuscordell.com/shop/style-fbr832-black-white-mother-bride-dresses?utm_content=bufferc018b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1238471545972031490
[1] https://www.maddyness.com/2020/02/03/fashiontech-manque-investissement/

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1241192927356993536
[1] https://twitter.com/i/web/status/1238492614996815873

Top URLs in Tweet in G4:
[17] https://www.youtube.com/watch?v=jo-aPEH7pIo

[15] 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

[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223308
[2] http://fashnerd.com/2017/03/mass-manufacturing-fashion-tech-prototype/
[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/

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1242799428123201540
[1] https://twitter.com/i/web/status/1241345380308189184
[1] https://twitter.com/i/web/status/1241021900232577025
[1] https://wwd.com/business-news/technology/tech-solutions-retail-1203545411/
[1] https://twitter.com/i/web/status/1242091336226013185
[1] https://www.suuchi.com/shortages-delays-and-panic-how-coronavirus-is-causing-a-ripple-effect-in-fashions-supply-chain/
[1] https://twitter.com/i/web/status/1238338589844541440
[1] https://twitter.com/i/web/status/1240587714023522306
[1] https://twitter.com/i/web/status/1238399868265279488
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223308

Top URLs in Tweet in G6:
[4] https://www.bbc.com/future/article/20200310-sustainable-fashion-how-to-buy-clothes-good-for-the-climate
[2] https://bobbildn.com/
[2] https://mailchi.mp/07703f15a64b/bobbildn
[2] https://www.womenofwearables.com/blogwrite/top-100-women-in-fashion-tech?rq=top+100
[2] https://wtvox.com/fashion-innovation/ysl-cit-e-backpack/
[1] https://twitter.com/i/web/status/1242830396112453639
[1] https://twitter.com/i/web/status/1239536898219151361
[1] https://twitter.com/i/web/status/1240261672188534784
[1] https://twitter.com/i/web/status/1242798387407142913
[1] https://www.vogue.com/article/has-fashion-really-embraced-technology-a-timeline-of-tech-and-fashion

Top URLs in Tweet in G7:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223308
[1] https://twitter.com/i/web/status/1241228550834814978

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1231057169899909121
[1] https://twitter.com/i/web/status/1239242351924498432
[1] https://twitter.com/i/web/status/1239940368797437952

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1242308275632091136

Top URLs in Tweet in G10:
[4] https://www.theinterline.com/
[2] https://www.mirrorsize.com/assets/images/blog/Blog.pdf
[1] https://twitter.com/i/web/status/1238571508798193669
[1] https://twitter.com/i/web/status/1239533874197278721
[1] https://twitter.com/i/web/status/1239535840621191169
[1] https://twitter.com/i/web/status/1240721947048267781
[1] https://twitter.com/i/web/status/1241008491684335617
[1] https://twitter.com/i/web/status/1242106057943638018
[1] https://twitter.com/i/web/status/1242451335007686657
[1] https://twitter.com/i/web/status/1239872215643914241

Top Domains
Top Domains in Tweet in Entire Graph:
[198] twitter.com
[32] youtube.com
[27] paper.li
[20] nodexlgraphgallery.org
[16] 360fash.com
[14] facebook.com
[14] launchpadhk.com
[13] influencia.net
[8] lumencouture.com
[7] boudoirnumerique.com

Top Domains in Tweet in G1:
[18] twitter.com
[11] nodexlgraphgallery.org
[1] paper.li

Top Domains in Tweet in G2:
[41] twitter.com
[22] paper.li
[6] discompany.work
[4] yarr.tv
[1] dariuscordell.com
[1] maddyness.com
[1] linkedin.com
[1] beautyofthegame.net
[1] lumencouture.com
[1] kniterate.com

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G4:
[31] youtube.com
[16] 360fash.com
[14] launchpadhk.com
[14] facebook.com
[14] twitter.com
[13] influencia.net
[5] fashnerd.com
[5] nodexlgraphgallery.org
[2] paper.li
[2] intel.com

Top Domains in Tweet in G5:
[7] twitter.com
[2] fashnerd.com
[1] wwd.com
[1] suuchi.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[23] twitter.com
[4] bbc.com
[2] bobbildn.com
[2] mailchi.mp
[2] womenofwearables.com
[2] wtvox.com
[1] vogue.com

Top Domains in Tweet in G7:
[3] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G8:
[3] twitter.com

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

Top Domains in Tweet in G10:
[11] twitter.com
[4] theinterline.com
[3] mirrorsize.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[323] fashiontech
[65] tech
[65] fashion
[50] iot
[34] wearables
[34] influencer
[32] innovation
[31] digital
[31] 360fash
[30] ar



Top Hashtags in Tweet in G1:
[52] tech
[21] ar
[21] yachting
[21] digital
[20] iot
[19] fashiontech
[14] influencer
[14] smarthome
[12] marketing
[12] culture

Top Hashtags in Tweet in G2:
[50] fashiontech
[9] fashiontechnology
[4] technology
[3] shipping
[3] traffic
[3] averageordervalue
[3] sell
[3] coronavirus
[2] startups
[2] ar

Top Hashtags in Tweet in G3:
[23] backtothefuture
[23] jacket
[23] cool
[23] warm
[23] innovation
[22] fashion
[15] culture
[15] heritage
[5] tech
[3] art

Top Hashtags in Tweet in G4:
[124] fashiontech
[31] 360fash
[30] ledribbon
[29] dyi
[29] tutorial
[29] steam
[29] stem
[19] retailtech
[17] wearables
[17] iot

Top Hashtags in Tweet in G5:
[30] fashiontech
[15] wearables
[10] coronavirus
[9] supplychains
[8] covid19
[1] xr
[1] mr
[1] ar
[1] vr
[1] supplychain

Top Hashtags in Tweet in G6:
[23] fashiontech
[14] fashion
[11] blockchain
[5] smartlabel
[5] capture
[5] connect
[4] bobbildn
[4] luxurytech
[4] sustainability
[4] circularity

Top Hashtags in Tweet in G7:
[11] fashiontech
[10] influencer
[4] tech
[3] iot
[2] bigdata
[2] cybersecurity
[2] digital
[2] wearabletech
[2] 5g
[1] bhealthy

Top Hashtags in Tweet in G8:
[3] 3dprintonfabric
[2] recycledfilament
[2] fashiontech
[2] stpatricksday

Top Hashtags in Tweet in G9:
[2] fashiontech

Top Hashtags in Tweet in G10:
[14] fashion
[9] fashiontechnology
[9] fashiontech
[6] luxury
[6] supplychain
[5] 3d
[5] digitalisation
[5] iot
[2] amazon
[2] technology

Top Words
Top Words in Tweet in Entire Graph:
[485] Words in Sentiment List#1: Positive
[88] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[11071] Non-categorized Words
[11644] Total Words
[323] #fashiontech
[192] enricomolinari
[109] ty
[95] fashion
[66] #fashion

Top Words in Tweet in G1:
[133] enricomolinari
[79] ty
[52] #tech
[21] #ar
[21] changing
[21] world
[21] professional
[21] #yachting
[21] klyeonfire
[21] #digital

Top Words in Tweet in G2:
[50] #fashiontech
[19] finder
[15] fashion
[14] web
[13] tech
[9] #fashiontechnology
[8] fashiontech
[8] best
[6] startup
[6] ファッション

Top Words in Tweet in G3:
[45] pawlowskimario
[35] mashable
[34] enricomolinari
[23] #backtothefuture
[23] style
[23] #jacket
[23] keep
[23] #cool
[23] #warm
[23] #innovation

Top Words in Tweet in G4:
[124] #fashiontech
[31] #360fash
[30] 360fashion
[30] #ledribbon
[29] #dyi
[29] #tutorial
[29] #steam
[29] #stem
[29] rosesoma88
[19] #retailtech

Top Words in Tweet in G5:
[30] #fashiontech
[27] fashnerd
[19] fashion
[17] supply
[17] chain
[17] fashnerdeditor
[16] read
[16] more
[15] ready
[15] raise

Top Words in Tweet in G6:
[26] fashion
[23] #fashiontech
[14] #fashion
[14] sustainable
[11] #blockchain
[11] wtvox
[10] technology
[8] technologies
[7] really
[6] critical

Top Words in Tweet in G7:
[14] enricomolinari
[11] #fashiontech
[10] proud
[10] ranked
[10] global
[10] #influencer
[10] great
[10] colleagues
[8] ingliguori
[8] really

Top Words in Tweet in G8:
[10] seemecnc
[8] shoreydesigns
[8] #3dprintonfabric
[8] fashion_mannuscript
[8] magazine
[8] fillamentum
[6] published
[6] wear_thefuture
[5] #3dprinting
[5] #

Top Words in Tweet in G9:
[3] adidas
[2] next
[2] level
[2] lenticular
[2] knit
[2] set
[2] paolina
[2] russo
[2] collab
[2] #fashiontech

Top Words in Tweet in G10:
[15] theinterline
[14] #fashion
[9] #fashiontechnology
[9] #fashiontech
[7] 3d
[6] interline
[6] #luxury
[6] made
[6] little
[6] progress

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] #fashiontech,#influencer
[32] proud,ranked
[32] global,#fashiontech
[32] #influencer,great
[30] great,colleagues
[29] #ledribbon,#dyi
[29] #dyi,#tutorial
[29] #tutorial,#steam
[29] #steam,#stem
[29] #stem,rosesoma88

Top Word Pairs in Tweet in G1:
[21] #ar,#tech
[21] #tech,changing
[21] changing,world
[21] world,professional
[21] professional,#yachting
[21] #yachting,ty
[21] ty,klyeonfire
[21] klyeonfire,enricomolinari
[21] enricomolinari,#digital
[21] #digital,#tech

Top Word Pairs in Tweet in G2:
[13] #fashiontech,finder
[10] fashion,tech
[6] ファッション,fashiontech
[6] fashiontech,ファッションテック
[6] web,paper
[6] paper,fashion
[6] tech,finder
[6] finder,best
[6] best,#fashiontechnology
[6] #fashiontechnology,articles

Top Word Pairs in Tweet in G3:
[23] #backtothefuture,style
[23] style,#jacket
[23] #jacket,keep
[23] keep,#cool
[23] #cool,#warm
[23] #warm,mashable
[23] mashable,pawlowskimario
[23] pawlowskimario,#innovation
[22] pawlowskimario,#backtothefuture
[22] #innovation,#fashion

Top Word Pairs in Tweet in G4:
[29] #ledribbon,#dyi
[29] #dyi,#tutorial
[29] #tutorial,#steam
[29] #steam,#stem
[29] #stem,rosesoma88
[29] rosesoma88,#fashiontech
[18] #fashiontech,#retailtech
[17] #fashiontech,queenofraw
[16] #fashiontech,#futureoffashion
[16] #wearables,#iot

Top Word Pairs in Tweet in G5:
[17] supply,chain
[16] read,more
[15] ready,raise
[15] raise,digital
[15] digital,game
[15] game,dimension
[15] dimension,interaction
[15] interaction,#fashiontech
[15] #fashiontech,#wearables
[15] #wearables,googleatap

Top Word Pairs in Tweet in G6:
[6] #fashion,#blockchain
[6] #blockchain,critical
[6] critical,future
[6] future,fashion
[6] fashion,#fashiontech
[6] #fashiontech,lefashiontech
[6] lefashiontech,wtvox
[5] #blockchain,#fashion
[5] #fashion,industry
[5] industry,#smartlabel

Top Word Pairs in Tweet in G7:
[10] proud,ranked
[10] global,#fashiontech
[10] #fashiontech,#influencer
[10] #influencer,great
[10] great,colleagues
[8] ingliguori,really
[8] really,proud
[7] ranked,global
[7] colleagues,place
[5] seekingseo4u,gp_pulipaka

Top Word Pairs in Tweet in G8:
[8] fashion_mannuscript,magazine
[8] magazine,fillamentum
[8] fillamentum,seemecnc
[6] published,fashion_mannuscript
[6] seemecnc,wear_thefuture
[6] wear_thefuture,#3dprintonfabric
[5] shoreydesigns,published
[5] #3dprintonfabric,#3dprinting
[5] #3dprinting,#
[2] #3dprintonfabric,greengate3d

Top Word Pairs in Tweet in G9:
[2] next,level
[2] level,lenticular
[2] lenticular,knit
[2] knit,set
[2] set,paolina
[2] paolina,russo
[2] russo,adidas
[2] adidas,collab
[2] collab,#fashiontech

Top Word Pairs in Tweet in G10:
[6] #fashion,made
[6] made,little
[6] little,progress
[6] progress,towards
[6] towards,#supplychain
[6] #supplychain,transparency
[6] transparency,despite
[6] despite,having
[6] having,tools
[6] tools,better

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@mashable
@fashnerd
@pawlowskimario
@klyeonfire
@fashnerdeditor
@360fashion
@theinterline
@googleatap
@ingliguori

Top Mentioned in G1:
@enricomolinari
@klyeonfire
@gigadgets_
@iberlaser
@intengineering
@businessinsider
@mashable
@cheddargadgets
@pawlowskimario
@cheddar

Top Mentioned in G3:
@mashable
@pawlowskimario
@enricomolinari
@klyeonfire
@gigadgets_
@kuriharan
@mvollmer1
@arikring
@shicooks
@victoryabro

Top Mentioned in G4:
@360fashion
@enricomolinari
@ingliguori
@lookforwardhub
@alvanon
@fashnerd
@fashiontech24x7
@adamdanyal
@jblefevre60
@no

Top Mentioned in G5:
@fashnerd
@fashnerdeditor
@googleatap
@hm
@kenyanwiley
@wwd
@arthurzaczkiew1
@nygovcuomo
@rothy
@fashinnovation

Top Mentioned in G6:
@wtvox
@lefashiontech
@jooraccess
@women_wearables
@womeninav
@voguebusiness
@trehanyoung
@fashcappartners
@marijabutkovic

Top Mentioned in G7:
@enricomolinari
@ingliguori
@chidambara09
@gp_pulipaka
@kirkdborne
@bigdataconda
@hubofml
@ronald_vanloon
@clairebotai
@arnabch01

Top Mentioned in G8:
@seemecnc
@shoreydesigns
@fillamentum
@wear_thefuture
@greengate3d
@matterhackers
@wear
@carolinaravassa

Top Mentioned in G9:
@adidas
@hm
@gucci
@louisvuitton
@gap
@nike
@uniqlousa
@superdry
@bananarepublic
@jcrew

Top Mentioned in G10:
@theinterline
@digitalcityfest
@deslsoftware
@mirrorsize

Top Tweeters
Top Tweeters in Entire Graph:
@diplomix
@robre62
@claudosky
@chidambara09
@clairebotai
@cybersec_feeds
@businessinsider
@fintechna
@femtech_
@myloc_tracker

Top Tweeters in G1:
@claudosky
@businessinsider
@fintechna
@vivmilano
@spider_gina
@sim010101
@vivekghosal
@ene3112
@techpearce2
@kanezadiane

Top Tweeters in G2:
@georgecohta
@bymaddyness
@pbbsrealm
@notameadow
@blackbygreen
@hubmode
@darius_cordell
@wadekwright
@jinfo4us
@yarrtv_es

Top Tweeters in G3:
@mashable
@shicooks
@mjoehlerich
@kuriharan
@acertijo
@cybersecurityn8
@ing_martin_v
@darioandriani
@hernangraffe
@mvollmer1

Top Tweeters in G4:
@grattongirl
@carolinekvitter
@nevillegaunt
@fabriziobustama
@iottogether
@metoscm
@alvinfoo
@max_lyashko
@360fashion
@sandy_carter

Top Tweeters in G5:
@orbb80
@jblefevre60
@wwd
@drjdrooghaag
@theispas
@vdub_esq
@nygovcuomo
@fashnerd
@sushmitakumar7
@hm

Top Tweeters in G6:
@femtech_
@myloc_tracker
@womencodersbot
@dpontarlier
@acdelion
@codervj
@womeninav
@mrhernan
@ifmparis
@marijabutkovic

Top Tweeters in G7:
@chidambara09
@clairebotai
@cybersec_feeds
@washingtonpost
@websecurityit
@llnuxbot
@kirkdborne
@dwayneolds67
@hubofml
@ronald_vanloon

Top Tweeters in G8:
@spud01au
@timpatalpostma
@unclejessy4real
@matterhackers
@fillamentum
@carolinaravassa
@larvagandor
@seemecnc
@shoreydesigns
@jwcproductions

Top Tweeters in G9:
@zara
@nike
@gap
@superdry
@bananarepublic
@uniqlousa
@adidas
@jason_mayes
@gucci
@louisvuitton

Top Tweeters in G10:
@3dbodytech
@whichplm
@emanuelebertoli
@rfiddirect
@digitalcityfest
@brand_dealz
@1trueid
@deslsoftware
@zyseme
@amana_club


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