#malmostartups, Twitter, 5/25/2019 2:32:15 PM, 198022


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#malmostartups_2019-05-25_07-26-32.xlsx
#malmostartups_2019-05-25_07-26-32.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 25, 2019
Short Description:
#malmostartups via NodeXL http://bit.ly/2HWPjdr
@nordicmade
@mimibilling
@siliconvikings
@malmostartups
@jonasleijon
@engagingcare
@didigital_se
@allielindo
@jennyruthhrafns
@fasttrackmalmo

Top hashtags:
#malmostartups
#nordicmade
#sthlmtech
#gbgtech
#nordictech

Description:
Description
The graph represents a network of 87 Twitter users whose recent tweets contained "#malmostartups", 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 Saturday, 25 May 2019 at 14:26 UTC.

The tweets in the network were tweeted over the 9-day, 5-hour, 55-minute period from Thursday, 16 May 2019 at 08:01 UTC to Saturday, 25 May 2019 at 13:57 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 : 87
Unique Edges : 132
Edges With Duplicates : 46
Total Edges : 178
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.0451127819548872
Reciprocated Edge Ratio : 0.0863309352517986
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 72
Maximum Edges in a Connected Component : 136
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.567061
Graph Density : 0.0185779203421545
Modularity : 0.577689
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://startup-live-may-23.confetti.events/
[2] https://www.va.se/nyheter/2019/05/13/sveriges-101-supertalanger-2019-entreprenor-insights/
[2] https://startup-live-may-23.confetti.events
[1] https://tech.eu/newsletter/tech-eu-newsletter-286-registered/
[1] https://tech.eu/newsletter/tech-eu-newsletter-285-registered/
[1] https://venturebeat.com/2019/05/22/mapillary-launches-marketplace-to-expand-coverage-of-its-crowdsourced-map-images-and-data/
[1] https://www.breakit.se/artikel/19955/investera-klimatsmart-tre-startups-som-forbattrar-varlden-med-greentech
[1] https://www.gamasutra.com/view/news/343078/Tencent_has_acquired_Swedish_game_developer_Sharkmob.php
[1] http://gantrack5.com/t/v/3_ODUzMDY1MzkwMg==/
[1] https://www.fastcompany.com/90347555/this-electric-road-charges-your-car-while-you-drive

Top URLs in Tweet in G1:
[2] https://www.va.se/nyheter/2019/05/13/sveriges-101-supertalanger-2019-entreprenor-insights/
[1] https://tech.eu/newsletter/tech-eu-newsletter-286-registered/
[1] https://techcrunch.com/2019/05/20/livspace-ikea/
[1] https://myemail.constantcontact.com/subject.html?soid=1119738945416&aid=Exe1HlTHRCM
[1] https://mailchi.mp/c20b9b764e72/swedish-tech-weekly-23-anyfin-steven-primetime-einride-truecaller-marblecards-moow-soundtrap-elements-of-ai-33-deep-tech-startups-and-more
[1] https://mailchi.mp/4ce005caaee7/swedish-tech-weekly-24-sharkmob-northvolt-nilar-tracklib-racefox-fundler-splitgrid-bzzt-sigmastocks-peafowl-mapillary-flic-and-more
[1] https://www.getrevue.co/profile/thenordicweb/issues/the-nordic-web-weekly-issue-272-178277
[1] https://www.getrevue.co/profile/thenordicweb/issues/the-nordic-web-weekly-issue-273-179536
[1] https://tech.eu/brief/these-were-the-10-biggest-european-tech-stories-this-week-17-may-2019/
[1] https://www.fastcompany.com/90347555/this-electric-road-charges-your-car-while-you-drive

Top URLs in Tweet in G2:
[4] https://startup-live-may-23.confetti.events/
[2] https://startup-live-may-23.confetti.events
[1] http://starkecycles.com
[1] https://www.vultus.se/
[1] https://www.foretagarna.se/foretagaren/2019/maj/103-unga-ideer-2019
[1] https://www.computerweekly.com/news/252461403/Malmo-Swedens-small-but-sturdy-tech-ecosystem

Top URLs in Tweet in G5:
[1] https://digital.di.se/artikel/techjatten-tencent-koper-upp-svenskt-spelbolag
[1] https://digital.di.se/artikel/huawei-i-kris-och-techjattarna-okar-flygandet

Top URLs in Tweet in G6:
[1] https://oresundstartups.com/tencent-acquires-malmo-game-developer-sharkmob/
[1] https://oresundstartups.com/the-hottest-deep-tech-startups-in-the-region/
[1] http://oresund.nordictechlist.com/
[1] https://oresundstartups.com/

Top URLs in Tweet in G7:
[1] https://samnytt.se/msb-den-negativa-sverigebilden-ar-overdriven-eller-rena-logner/
[1] http://www.efn.se/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[54] malmostartups
[24] nordicmade
[20] sthlmtech
[20] gbgtech
[16] nordictech
[12] cphftw
[11] swedentech
[8] helyes
[8] eastswedentech
[8] norrlandtech



Top Hashtags in Tweet in G1:
[21] nordicmade
[19] malmostartups
[16] nordictech
[13] sthlmtech
[13] gbgtech
[11] swedentech
[9] cphftw
[8] helyes
[8] eastswedentech
[7] hubtampere

Top Hashtags in Tweet in G2:
[19] malmostartups
[6] startuplive19
[2] malmostad
[1] sthlmtech
[1] gbgtech
[1] gbgftw
[1] nordicmade
[1] startuplive
[1] skanestartups
[1] tech

Top Hashtags in Tweet in G3:
[7] bootcamp
[1] sthlmtech
[1] malmostartups
[1] startupumeå
[1] gbgtech

Top Hashtags in Tweet in G4:
[3] malmostartups
[2] martech
[2] startups
[2] marketing
[1] startuplive19
[1] brandox
[1] branding

Top Hashtags in Tweet in G5:
[4] malmostartups
[3] sthlmtech
[3] gbgtech
[3] gbgftw

Top Hashtags in Tweet in G6:
[4] malmostartups
[3] cphftw
[2] nordicmade
[1] nordicgame
[1] agritech
[1] biotech
[1] ai
[1] hardware
[1] robotics
[1] lundstartups

Top Hashtags in Tweet in G7:
[4] malmostartups
[2] toppexperter
[2] setech
[2] sthlmtech
[2] gbgtech
[2] luleatech
[2] norrlandtech
[2] svpol
[2] ekpol
[1] hemlösa

Top Words
Top Words in Tweet in Entire Graph:
[57] Words in Sentiment List#1: Positive
[9] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1933] Non-categorized Words
[1999] Total Words
[54] #malmostartups
[31] startup
[24] #nordicmade
[20] #sthlmtech
[20] #gbgtech

Top Words in Tweet in G1:
[21] #nordicmade
[19] #malmostartups
[16] #nordictech
[14] 2019
[14] siliconvikings
[13] #sthlmtech
[13] #gbgtech
[9] week
[9] #cphftw
[9] #swedentech

Top Words in Tweet in G2:
[25] startup
[19] #malmostartups
[13] live
[10] panel
[7] malmostartups
[6] #startuplive19
[6] join
[6] 23rd
[6] co
[5] malmö

Top Words in Tweet in G3:
[7] last
[7] day
[7] #bootcamp
[7] look
[7] fantastic
[7] group
[7] entrepreneurs
[7] spitlabab
[7] combuyitnow
[7] loogup

Top Words in Tweet in G4:
[3] #malmostartups
[2] super
[2] busy
[2] volunteering
[2] startup
[2] live
[2] yesterday
[2] blast
[2] glad
[2] moment

Top Words in Tweet in G5:
[6] didigital_se
[5] malmö
[5] baserade
[5] sharkmob
[5] köps
[5] upp
[5] av
[5] teknikjätten
[5] tencent
[5] vi

Top Words in Tweet in G6:
[6] startups
[4] more
[4] #malmostartups
[3] startup
[3] #cphftw
[3] selection
[3] 33
[3] within
[3] tech
[3] deeper

Top Words in Tweet in G7:
[4] #malmostartups
[4] på
[3] dö
[2] gör
[2] #toppexperter
[2] #setech
[2] #sthlmtech
[2] #gbgtech
[2] #luleatech
[2] #norrlandtech

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] startup,live
[14] #nordicmade,#nordictech
[10] #sthlmtech,#gbgtech
[10] #gbgtech,#malmostartups
[7] last,day
[7] day,#bootcamp
[7] #bootcamp,look
[7] look,fantastic
[7] fantastic,group
[7] group,entrepreneurs

Top Word Pairs in Tweet in G1:
[14] #nordicmade,#nordictech
[10] #sthlmtech,#gbgtech
[10] #gbgtech,#malmostartups
[7] 20,2019
[6] #cphftw,#aarsome
[6] #helyes,#hubtampere
[5] #nordicmade,#startup
[5] #startupoulu,#icemade
[5] #icemade,#siliconfjord
[5] #trdtech,#sthlmtech

Top Word Pairs in Tweet in G2:
[13] startup,live
[5] live,23rd
[4] https,t
[4] t,co
[4] join,startup
[3] fireside,chat
[3] startup,pr
[3] #startuplive19,#malmostartups
[3] stage,startup
[3] co,dpk6l2k0gl

Top Word Pairs in Tweet in G3:
[7] last,day
[7] day,#bootcamp
[7] #bootcamp,look
[7] look,fantastic
[7] fantastic,group
[7] group,entrepreneurs
[7] entrepreneurs,spitlabab
[7] spitlabab,combuyitnow
[7] combuyitnow,loogup
[7] loogup,mhollstrand

Top Word Pairs in Tweet in G4:
[2] super,busy
[2] busy,volunteering
[2] volunteering,startup
[2] startup,live
[2] live,yesterday
[2] yesterday,blast
[2] blast,glad
[2] glad,moment
[2] moment,listen
[2] listen,maddysavage

Top Word Pairs in Tweet in G5:
[5] malmö,baserade
[5] baserade,sharkmob
[5] sharkmob,köps
[5] köps,upp
[5] upp,av
[5] av,teknikjätten
[5] teknikjätten,tencent
[5] tencent,vi
[5] vi,hade
[5] hade,inte

Top Word Pairs in Tweet in G6:
[3] selection,33
[3] 33,startups
[3] startups,within
[3] within,tech
[3] tech,deeper
[3] deeper,more
[3] more,innovative
[3] innovative,approach
[3] approach,year
[3] year,seven

Top Word Pairs in Tweet in G7:
[2] dö,dö
[2] #toppexperter,#setech
[2] #setech,#sthlmtech
[2] #svpol,#ekpol

Top Replied-To
Top Replied-To in Entire Graph:
@emilsjodin

Top Replied-To in G2:
@emilsjodin

Top Mentioned
Top Mentioned in Entire Graph:
@siliconvikings
@didigital_se
@spitlabab
@combuyitnow
@loogup
@mhollstrand
@malmostartups
@startup_sweden
@jennyruthhrafns
@engagingcare

Top Mentioned in G1:
@siliconvikings
@tech_eu
@swedishtechwkly
@martinweigert
@ikea
@livspace
@techcrunch
@thenordicweb
@robinwauters
@veckansaffarer

Top Mentioned in G2:
@malmostartups
@engagingcare
@jennyruthhrafns
@neo4j
@hajak
@didigital_se
@mimibilling
@emileifrem
@crowberry
@waveventures

Top Mentioned in G3:
@spitlabab
@combuyitnow
@loogup
@mhollstrand
@startup_sweden
@malsjo71
@getpliance
@ecobloom_se
@kheldon
@drmelker

Top Mentioned in G4:
@maddysavage
@allielindo
@mi
@mimibilling
@sandyerrestad
@brandox_com

Top Mentioned in G5:
@didigital_se

Top Mentioned in G6:
@oresundstartups

Top Tweeters
Top Tweeters in Entire Graph:
@fastcompany
@techcrunch
@venturebeat
@robinwauters
@gamasutra
@tech_eu
@burtonlee
@dagensindustri
@investeraren
@siliconvikings

Top Tweeters in G1:
@fastcompany
@techcrunch
@venturebeat
@robinwauters
@gamasutra
@tech_eu
@burtonlee
@siliconvikings
@veckansaffarer
@nordicmade

Top Tweeters in G2:
@neo4j
@sarahgillmartin
@emileifrem
@jonasmichanek
@jonasleijon
@hajak
@mimibilling
@bodilrosvall
@ideoninnovation
@elanmb

Top Tweeters in G3:
@explorecurate
@trevenoss
@kheldon
@malsjo71
@startup_sweden
@loogup
@spitlabab
@drmelker
@mhollstrand
@ecobloom_se

Top Tweeters in G4:
@maddysavage
@allielindo
@sandyerrestad
@mi
@brandox_com

Top Tweeters in G5:
@dagensindustri
@investeraren
@didigital_se
@karlsson_j
@erikleiram

Top Tweeters in G6:
@cizarantmann
@oresundstartups
@agronomy_

Top Tweeters in G7:
@jonasharrysson
@paulalesius
@mariaheij