#slush, Twitter, 11/12/2019 2:44:54 PM, 216176


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#slush Twitter NodeXL SNA Map and Report for tiistai, 12 marraskuuta 2019 at 14.40 UTC
#slush Twitter NodeXL SNA Map and Report for tiistai, 12 marraskuuta 2019 at 14.40 UTC
From:
mihkal
Uploaded on:
November 12, 2019
Short Description:
#slush via NodeXL http://bit.ly/34RQk0n
@slushhq
@elias_me_em
@untilabs
@cashoff_uk
@nordicmade
@mihkal
@ekagianelli
@startupsbot
@setappcompany
@termipankki

Top hashtags:
#slush
#helsinki
#slush2019
#slush19
#nordicmade
#mud
#35mm
#analog
#bucharest
#christmas

Description:
Description
The graph represents a network of 218 Twitter users whose recent tweets contained "#slush", 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 Tuesday, 12 November 2019 at 14:41 UTC.

The tweets in the network were tweeted over the 8-day, 16-hour, 44-minute period from Sunday, 03 November 2019 at 21:33 UTC to Tuesday, 12 November 2019 at 14:17 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 : 220
Unique Edges : 332
Edges With Duplicates : 99
Total Edges : 431
Number of Edge Types : 4
Mentions : 231
Retweet : 110
Tweet : 71
Replies to : 19
Self-Loops : 71
Reciprocated Vertex Pair Ratio : 0,066006600660066
Reciprocated Edge Ratio : 0,123839009287926
Connected Components : 60
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 107
Maximum Edges in a Connected Component : 299
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3,270092
Graph Density : 0,00670402656704027
Modularity : 0,645283
NodeXL Version : 1.0.1.421
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=216175
Data Import : The graph represents a network of 218 Twitter users whose recent tweets contained "#slush", 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 Tuesday, 12 November 2019 at 14:41 UTC.

The tweets in the network were tweeted over the 8-day, 16-hour, 44-minute period from Sunday, 03 November 2019 at 21:33 UTC to Tuesday, 12 November 2019 at 14:17 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 : TwitterSearch
Graph Term : #slush
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:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=215201
[4] https://twitter.com/frontiersci/status/1190268025888489475
[3] https://www.sydsvenskan.se/2019-11-07/hon-utses-till-vd-for-inkubatorn-minc?utm_source=tw&utm_term=9f517a0f-f04e-46ea-b6bc-1db66113f8db&utm_medium=list-bottom&utm_campaign=ushares
[2] https://www.bvkap.de/events-medien/veranstaltungen/2019-11-21/selfies-santa-slush
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=215533
[2] https://twitter.com/frontiersci/status/1191311079076438017
[2] https://wilsonsvapes.com/
[2] https://www.ccefinland.org/slush-2019
[2] https://www.eventbrite.com/e/game-based-ux-cognitive-science-masterclass-helsinki-november-20-tickets-68656360021
[2] https://www.hs.fi/talous/art-2000006296906.html?share=118157913ed5835ba29a2823cfeae283

Top URLs in Tweet in G1:
[2] https://www.hs.fi/talous/art-2000006296906.html?share=118157913ed5835ba29a2823cfeae283
[2] https://www.ccefinland.org/slush-2019
[2] https://wilsonsvapes.com/
[2] https://www.bvkap.de/events-medien/veranstaltungen/2019-11-21/selfies-santa-slush
[1] https://twitter.com/RT_com/status/1191127918425985024
[1] https://www.instagram.com/p/B4bunpFpPbQ/?igshid=jv19vhfm9c87
[1] https://www.hs.fi/talous/art-2000006296906.html
[1] https://www.eventbrite.com/e/game-based-ux-cognitive-science-masterclass-helsinki-november-20-tickets-68656360021
[1] https://haltian.com/meet-haltian-at-slush-2019/?utm_content=104753952&utm_medium=social&utm_source=twitter&hss_channel=tw-957061405
[1] https://kokomaopen.com/pitching-competition/

Top URLs in Tweet in G2:
[1] https://www.slush.org/slush-100-pitching-competition-startups-announced/
[1] https://www.instagram.com/p/B4j06bsBVTDont-Gspm_HnYda4xyB_Sd_tQxmU0/?igshid=m4asly46e9up
[1] https://www.eventbrite.com/e/game-based-ux-cognitive-science-masterclass-helsinki-november-20-tickets-68656360021
[1] https://www.slush.org/events/helsinki/mentoring-sessions/
[1] https://platform.slush.org/slush19/matchmaking/browse?e=attendee&q=kimmo%20kuokkanen

Top URLs in Tweet in G3:
[1] https://www.tekniikkatalous.fi/uutiset/alypuhelinten-pullopanttijarjestelma-ja-seitseman-muuta-ideaa-kilpailevat-slushissa-100-000-euron-tutkimusrahoituksesta/5ecf247f-ec82-4722-a614-8f647f24f6fb
[1] https://www.kauppalehti.fi/uutiset/kl/8e7eddf4-e061-4b62-a85c-f283829dcc43?ref=twitter:d5ef
[1] http://tieteentermipankki.fi/wiki/Ymp%C3%A4rist%C3%B6tieteet:lumisohjo_(maassa)
[1] https://www.y-science.org/

Top URLs in Tweet in G4:
[2] https://www.eventbrite.com/e/investing-and-partnering-with-african-innovators-tickets-73467652727?aff=ebdssbdestsearch

Top URLs in Tweet in G5:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=215201
[4] https://twitter.com/frontiersci/status/1190268025888489475
[3] https://www.sydsvenskan.se/2019-11-07/hon-utses-till-vd-for-inkubatorn-minc?utm_source=tw&utm_term=9f517a0f-f04e-46ea-b6bc-1db66113f8db&utm_medium=list-bottom&utm_campaign=ushares
[2] https://twitter.com/frontiersci/status/1191311079076438017
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=215533
[1] https://www.linkedin.com/slink?code=d3azmwT

Top URLs in Tweet in G7:
[1] https://platform.slush.org/slush19/home

Top URLs in Tweet in G10:
[1] https://www.finanssivalvonta.fi/finanssivalvonta/tapahtumakalenteri/2019/slush-side-event--datatalous-ja-tulevaisuuden-finanssipalvelut/

Top Domains
Top Domains in Tweet in Entire Graph:
[11] twitter.com
[9] redneck.wf
[6] nodexlgraphgallery.org
[6] instagram.com
[5] slush.org
[5] eventbrite.com
[4] linkedin.com
[3] wilsonsvapes.com
[3] sydsvenskan.se
[3] hs.fi

Top Domains in Tweet in G1:
[9] redneck.wf
[5] instagram.com
[3] hs.fi
[3] wilsonsvapes.com
[2] twitter.com
[2] eventbrite.com
[2] ccefinland.org
[2] bvkap.de
[1] haltian.com
[1] kokomaopen.com

Top Domains in Tweet in G2:
[3] slush.org
[1] instagram.com
[1] eventbrite.com

Top Domains in Tweet in G3:
[1] tekniikkatalous.fi
[1] kauppalehti.fi
[1] tieteentermipankki.fi
[1] y-science.org

Top Domains in Tweet in G4:
[2] eventbrite.com

Top Domains in Tweet in G5:
[6] nodexlgraphgallery.org
[6] twitter.com
[3] sydsvenskan.se
[1] linkedin.com

Top Domains in Tweet in G7:
[1] slush.org

Top Domains in Tweet in G10:
[1] finanssivalvonta.fi

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[176] slush
[28] helsinki
[23] slush2019
[19] slush19
[12] nordicmade
[10] mud
[9] 35mm
[9] analog
[9] bucharest
[9] christmas



Top Hashtags in Tweet in G1:
[49] slush
[10] mud
[9] 35mm
[9] analog
[9] bucharest
[9] christmas
[9] market
[9] christmus
[5] slush19
[3] kallio

Top Hashtags in Tweet in G2:
[19] slush
[14] helsinki
[4] pressstart
[3] slush2019
[2] startups
[2] slush19
[1] technology
[1] event
[1] startup
[1] innovation

Top Hashtags in Tweet in G3:
[21] slush
[4] yscience
[4] slush19
[4] signup
[4] loska
[4] lumisohjo
[4] finland
[3] yrityskiihdyttämö
[1] tutkimusrahoitus
[1] kestäväkehitys

Top Hashtags in Tweet in G4:
[16] slush
[2] africa
[2] innovation
[2] investinginafrica

Top Hashtags in Tweet in G5:
[16] slush
[12] nordicmade
[7] upgradedlife
[4] cphftw
[3] ftmo
[3] sthlmtech
[3] malmotech
[2] siliconvikings
[2] cselab
[2] inano

Top Hashtags in Tweet in G6:
[2] slush
[2] slush19
[2] openbanking
[2] apis

Top Hashtags in Tweet in G7:
[8] slush2019
[8] quantum
[8] technologies
[1] slush
[1] matchmaking

Top Hashtags in Tweet in G8:
[6] recruitmentsmart
[6] slush
[6] digitaldisruption
[6] hr
[6] hrleader
[6] ai
[1] machinelearning

Top Hashtags in Tweet in G9:
[2] websummit
[2] slush
[2] insurtech
[2] breizh

Top Hashtags in Tweet in G10:
[5] slush
[5] rahamuseo

Top Words
Top Words in Tweet in Entire Graph:
[181] Words in Sentiment List#1: Positive
[41] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6051] Non-categorized Words
[6273] Total Words
[229] #slush
[51] event
[50] #slush19
[49] slushhq
[45] 000

Top Words in Tweet in G1:
[49] #slush
[10] #mud
[9] derez
[9] uh
[9] stery
[9] calt
[9] hillbilly
[9] santa's
[9] offishul
[9] webcite

Top Words in Tweet in G2:
[32] slushhq
[31] #slush
[15] #helsinki
[15] looking
[15] forward
[15] amp
[14] time
[13] re
[12] #startups
[12] weeks

Top Words in Tweet in G3:
[27] #slush
[13] event
[10] something
[9] meet
[9] november
[7] slushhq
[6] bf_nordics
[6] bpifrance
[6] wai_bnpp
[6] orange

Top Words in Tweet in G4:
[16] sais
[16] invite
[16] everyone
[16] partnering
[16] african
[16] innovators
[16] #slush
[16] side
[16] event
[16] click

Top Words in Tweet in G5:
[24] #slush
[17] #nordicmade
[8] slushhq
[8] #slush19
[8] #cphftw
[8] #upgradedlife
[7] #startup
[7] #helsinki
[6] nodexl
[6] inkam

Top Words in Tweet in G6:
[36] 000
[12] 21
[12] 22
[12] november
[12] cashoff
[12] join
[12] gathering
[12] 25
[12] curious
[12] minds

Top Words in Tweet in G7:
[8] coming
[8] #slush2019
[8] invest
[8] #quantum
[8] #technologies
[8] come
[8] learn
[8] create
[8] fast
[8] lane

Top Words in Tweet in G8:
[6] opportunity
[6] connect
[6] recruitment
[6] smart
[6] slush
[6] #recruitmentsmart
[6] #slush
[6] #digitaldisruption
[6] #hr
[6] #hrleader

Top Words in Tweet in G9:
[4] bye
[2] #websummit
[2] see
[2] #slush
[2] 15
[2] days
[2] odopass
[2] #insurtech
[2] lafrenchtech
[2] le_poool

Top Words in Tweet in G10:
[10] ja
[5] suosittu
[5] jo
[5] perinteeksi
[5] muodostunut
[5] #slush
[5] side
[5] eventimme
[5] järjestetään
[5] 20

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[26] #slush,#slush19
[23] side,event
[22] #slush,side
[17] looking,forward
[17] 25,000
[16] sais,invite
[16] invite,everyone
[16] everyone,partnering
[16] partnering,african
[16] african,innovators

Top Word Pairs in Tweet in G1:
[10] #mud,#slush
[9] derez,uh
[9] uh,stery
[9] stery,calt
[9] hillbilly,santa's
[9] santa's,offishul
[9] offishul,webcite
[9] webcite,#35mm
[9] #35mm,#analog
[9] #analog,#bucharest

Top Word Pairs in Tweet in G2:
[15] looking,forward
[11] two,weeks
[11] weeks,till
[11] till,slushhq
[11] slushhq,ordered
[11] ordered,snow
[11] snow,melt
[11] melt,time
[11] time,ensure
[11] ensure,#helsinki

Top Word Pairs in Tweet in G3:
[6] bpifrance,wai_bnpp
[6] wai_bnpp,orange
[5] slushhq,bf_nordics
[5] bf_nordics,bpifrance
[5] orange,ecotree
[5] ecotree,helps
[5] helps,make
[5] make,sustainable
[5] sustainable,behavior
[5] behavior,something

Top Word Pairs in Tweet in G4:
[16] sais,invite
[16] invite,everyone
[16] everyone,partnering
[16] partnering,african
[16] african,innovators
[16] innovators,#slush
[16] #slush,side
[16] side,event
[16] event,click
[16] click,register

Top Word Pairs in Tweet in G5:
[6] #slush,nodexl
[6] nodexl,slushhq
[6] nordicmade,fibanorg
[6] top,hashtags
[6] hashtags,#slush
[6] #slush,#startup
[6] #nordicmade,#slush
[4] slushhq,ekagianelli
[4] ekagianelli,inkam
[4] inkam,fvcafi

Top Word Pairs in Tweet in G6:
[12] 21,22
[12] 22,november
[12] november,cashoff
[12] cashoff,join
[12] join,gathering
[12] gathering,25
[12] 25,000
[12] 000,curious
[12] curious,minds
[12] minds,including

Top Word Pairs in Tweet in G7:
[8] coming,#slush2019
[8] #slush2019,invest
[8] invest,#quantum
[8] #quantum,#technologies
[8] #technologies,come
[8] come,learn
[8] learn,create
[8] create,fast
[8] fast,lane
[8] lane,quantum

Top Word Pairs in Tweet in G8:
[6] opportunity,connect
[6] connect,recruitment
[6] recruitment,smart
[6] smart,slush
[6] slush,#recruitmentsmart
[6] #recruitmentsmart,#slush
[6] #slush,#digitaldisruption
[6] #digitaldisruption,#hr
[6] #hr,#hrleader
[6] #hrleader,#ai

Top Word Pairs in Tweet in G9:
[2] bye,bye
[2] bye,#websummit
[2] #websummit,see
[2] see,#slush
[2] #slush,15
[2] 15,days
[2] days,odopass
[2] odopass,#insurtech
[2] #insurtech,lafrenchtech
[2] lafrenchtech,le_poool

Top Word Pairs in Tweet in G10:
[5] suosittu,ja
[5] ja,jo
[5] jo,perinteeksi
[5] perinteeksi,muodostunut
[5] muodostunut,#slush
[5] #slush,side
[5] side,eventimme
[5] eventimme,järjestetään
[5] järjestetään,20
[5] 20,11

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@slushhq
@think_africa
@futurice
@untilabs
@inkam
@startupsbot
@nordicmade
@fibanorg
@frontiersci
@helsinkiuni

Top Mentioned in G2:
@slushhq
@foundersfactory
@mcxlighthouse
@builderai
@guardianx_tech

Top Mentioned in G3:
@bf_nordics
@bpifrance
@wai_bnpp
@orange
@hilife_helsinki
@businessfinland
@indembfinest
@finlandinindia
@startupindia
@investindia

Top Mentioned in G4:
@think_africa
@futurice
@untilabs

Top Mentioned in G5:
@slushhq
@inkam
@startupsbot
@nordicmade
@fibanorg
@frontiersci
@helsinkiuni
@myohanentimo
@ekagianelli
@fvcafi

Top Mentioned in G6:
@cashoff_uk

Top Mentioned in G9:
@odopass
@lafrenchtech
@le_poool

Top Tweeters
Top Tweeters in Entire Graph:
@indiegametrends
@startupsbot
@woodstockpro
@thomasclone
@wavetossed
@hillybillysanta
@gamedev_planet
@kestinen
@vastuullisuus
@juuhaa

Top Tweeters in G1:
@woodstockpro
@hillybillysanta
@slushcult
@fairparkrising
@alexvs
@etofinlandia
@amyminori
@pipsaaro
@laura_tuominen
@ryennginger

Top Tweeters in G2:
@indiegametrends
@gamedev_planet
@pvesterbacka
@wawel1364
@icopilots
@akberzins
@celiahodent
@websummit
@slushhq
@davidbeebe

Top Tweeters in G3:
@kestinen
@vastuullisuus
@juuhaa
@crnetoy
@orange
@elias_me_em
@bpifrance
@businessfinland
@startupindia
@reyejb

Top Tweeters in G4:
@lillianmoremi
@ideas4a
@futurice
@mamacindy3
@finembwindhoek
@saisprogramme
@finembpretoria
@e_auri
@untilabs
@johannaunha

Top Tweeters in G5:
@startupsbot
@siliconvikings
@frontiersci
@nordicmade
@helsinkiuni
@jonasmichanek
@mihkal
@fvcafi
@fibanorg
@alexandraensgtr

Top Tweeters in G6:
@elhamy_tarek
@investortr
@efcruzarts
@vini_kipz
@kotoo77
@cashoff_uk
@zemestank
@hernandezcp1972
@mkazmbayli
@abdousalhi4

Top Tweeters in G7:
@oh3kqd
@mangesiush
@sammugel
@mrasanen
@craftplace
@jangoetz6
@meetiqm
@kuanyentan1

Top Tweeters in G8:
@sniper_ai
@mababul2
@virat_rider
@seth10santanu
@abhi90076876
@carlos_kerry

Top Tweeters in G9:
@coimbrasummit
@le_poool
@lafrenchtech
@cpotron
@odopass

Top Tweeters in G10:
@satuhietanen1
@jennapalas
@fintechfinland
@hannaheisk
@kirsisuopelto


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