#slush, Twitter, 11/6/2019 10:41:55 PM, 215533


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#slush Twitter NodeXL SNA Map and Report for keskiviikko, 06 marraskuuta 2019 at 22.37 UTC
#slush Twitter NodeXL SNA Map and Report for keskiviikko, 06 marraskuuta 2019 at 22.37 UTC
From:
mihkal
Uploaded on:
November 06, 2019
Short Description:
#slush via NodeXL http://bit.ly/2PSZeqb
@slushhq
@startupsbot
@inkam
@nordicmade
@fibanorg
@mihkal
@frontiersci
@myohanentimo
@helsinkiuni
@cashoff_uk

Top hashtags:
#slush
#startup
#nordicmade
#helsinki
#cphftw
#slush19
#november
#finland
#business
#upgradedlife

Description:
Description
The graph represents a network of 196 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 Wednesday, 06 November 2019 at 22:38 UTC.

The tweets in the network were tweeted over the 8-day, 10-hour, 33-minute period from Tuesday, 29 October 2019 at 04:59 UTC to Wednesday, 06 November 2019 at 15:32 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 : 198
Unique Edges : 278
Edges With Duplicates : 49
Total Edges : 327
Number of Edge Types : 4
Mentions : 150
Retweet : 97
Tweet : 65
Replies to : 15
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0,0900900900900901
Reciprocated Edge Ratio : 0,165289256198347
Connected Components : 62
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 141
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2,373775
Graph Density : 0,00620417371686407
Modularity : 0,661315
NodeXL Version : 1.0.1.421
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=215532
Data Import : The graph represents a network of 196 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 Wednesday, 06 November 2019 at 22:38 UTC.

The tweets in the network were tweeted over the 8-day, 10-hour, 33-minute period from Tuesday, 29 October 2019 at 04:59 UTC to Wednesday, 06 November 2019 at 15:32 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
[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
[2] https://twitter.com/frontiersci/status/1191311079076438017
[2] https://twitter.com/SlushHQ/status/1190207544184229893
[1] https://blogs.hanken.fi/cers/
[1] https://www.finanssivalvonta.fi/finanssivalvonta/tapahtumakalenteri/2019/slush-side-event--datatalous-ja-tulevaisuuden-finanssipalvelut/
[1] https://www.hs.fi/talous/art-2000006296906.html
[1] https://www.slush.org/events/helsinki/mentoring-sessions/

Top URLs in Tweet in G1:
[2] https://www.hs.fi/talous/art-2000006296906.html?share=118157913ed5835ba29a2823cfeae283
[1] https://www.sonarax.com/?utm_content=bufferfa3cc&utm_medium=social&utm_source=linkedin.com&utm_campaign=buffer
[1] https://www.youtube.com/watch?v=I573xwfaIQw&feature=youtu.be

[1] https://www.ccefinland.org/slush-2019
[1] https://www.marmai.fi/uutiset/slush-julkaisee-kasvuyrittajyyteen-keskittyvan-journalistisen-median-jonka-toiminta-alueena-on-koko-eurooppa/6ffcef78-ccb9-450d-b35b-95dcab302994
[1] https://twitter.com/SlushHQ/status/1190207544184229893
[1] https://www.linkedin.com/slink?code=g7hKrZY
[1] https://www.linkedin.com/slink?code=gUV-ZfP
[1] https://www.marmai.fi/uutiset/slush-julkaisee-kasvuyrittajyyteen-keskittyvan-journalistisen-median-jonka-toiminta-alueena-on-koko-eurooppa/6ffcef78-ccb9-450d-b35b-95dcab302994?ref=twitter:c714
[1] https://hyperloop555.blogspot.com/2019/11/brain-freeze-why-ice-cream-makes-some.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=hyperloop555

Top URLs in Tweet in G2:
[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
[1] https://www.slush.org/slushtainability/

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=215201
[4] https://twitter.com/frontiersci/status/1190268025888489475
[2] https://twitter.com/frontiersci/status/1191311079076438017
[1] https://www.linkedin.com/slink?code=d3azmwT
[1] https://twitter.com/FVCAfi/status/1185238360413134852
[1] https://www.lyyti.fi/reg/minustakobisnesenkeli
[1] https://www.y-science.org/
[1] https://twitter.com/SlushHQ/status/1190207544184229893

Top URLs in Tweet in G5:
[1] https://www.eventbrite.com/e/investing-and-partnering-with-african-innovators-tickets-73467652727?aff=ebdssbdestsearch

Top URLs in Tweet in G8:
[1] https://www.finanssivalvonta.fi/finanssivalvonta/tapahtumakalenteri/2019/slush-side-event--datatalous-ja-tulevaisuuden-finanssipalvelut/

Top URLs in Tweet in G10:
[1] https://www.linkedin.com/slink?code=g_hmNQw
[1] https://twitter.com/messiosmarios/status/1190637809964421120

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[141] slush
[17] startup
[17] nordicmade
[14] helsinki
[12] cphftw
[11] slush19
[8] november
[7] finland
[7] business
[6] upgradedlife



Top Hashtags in Tweet in G1:
[30] slush
[3] brainfreeze
[3] popsicle
[3] icecream
[3] kallio
[2] ice
[2] slush19
[2] media
[1] maleficentmistressofevil
[1] nachos

Top Hashtags in Tweet in G2:
[16] slush
[6] helsinki
[4] pressstart
[4] finland
[4] slush19
[2] slush2019
[2] slushtainability
[1] nordigen
[1] mastercard
[1] lighthouse

Top Hashtags in Tweet in G3:
[32] slush
[17] nordicmade
[14] startup
[12] cphftw
[7] november
[7] business
[6] upgradedlife
[5] bisnesenkeli
[5] ophelsinki
[4] data

Top Hashtags in Tweet in G4:
[2] slush
[2] slush19
[2] openbanking
[2] apis

Top Hashtags in Tweet in G5:
[6] slush
[1] africa
[1] innovation
[1] investinginafrica

Top Hashtags in Tweet in G6:
[1] cashoff
[1] slush
[1] slush19

Top Hashtags in Tweet in G7:
[1] wasp
[1] slush
[1] talente

Top Hashtags in Tweet in G8:
[5] slush
[5] rahamuseo

Top Hashtags in Tweet in G9:
[1] 5g
[1] slush
[1] cscee19
[1] cseu19

Top Hashtags in Tweet in G10:
[4] parametricos
[4] startups4peace
[2] slush
[1] helsinki

Top Words
Top Words in Tweet in Entire Graph:
[122] Words in Sentiment List#1: Positive
[49] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5448] Non-categorized Words
[5619] Total Words
[194] #slush
[45] 000
[44] slush
[36] ja
[35] #slush19

Top Words in Tweet in G1:
[30] #slush
[6] slush
[6] amp
[4] helsinki
[4] brain
[4] freeze
[3] see
[3] 000
[3] 21
[3] school

Top Words in Tweet in G2:
[24] slushhq
[24] #slush
[11] going
[9] attending
[7] #helsinki
[6] 2019
[6] others
[6] nominate
[5] meeting
[5] #slush2019

Top Words in Tweet in G3:
[45] #slush
[23] ja
[22] #nordicmade
[20] #startup
[15] #cphftw
[12] science
[10] helsinkiuni
[10] #november
[10] #business
[7] denmark

Top Words in Tweet in G4:
[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 G5:
[6] sais
[6] invite
[6] everyone
[6] partnering
[6] african
[6] innovators
[6] #slush
[6] side
[6] event
[6] click

Top Words in Tweet in G6:
[18] в
[18] будем
[9] конце
[9] ноября
[9] ударный
[9] отряд
[9] компании
[9] cashoff
[9] во
[9] главе

Top Words in Tweet in G8:
[10] ja
[5] suosittu
[5] jo
[5] perinteeksi
[5] muodostunut
[5] #slush
[5] side
[5] eventimme
[5] järjestetään
[5] 20

Top Words in Tweet in G9:
[19] nie
[11] że
[10] jest
[9] usa
[6] ma
[5] jak
[4] mówi
[3] ale
[3] będzie
[3] czyli

Top Words in Tweet in G10:
[4] #parametricos
[4] #startups4peace
[4] #slush
[3] won
[3] 1st
[3] prize
[3] cyprus
[3] thanks
[3] finlandincyprus
[3] startups4peace

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] #slush,#slush19
[19] 25,000
[16] 21,22
[13] gathering,25
[13] including,000
[13] 000,startups
[13] startups,000
[13] 000,investors
[13] #nordicmade,#slush
[12] going,slushhq

Top Word Pairs in Tweet in G1:
[4] brain,freeze
[3] #popsicle,#slush
[2] #ice,#slush
[2] #slush,helsinki
[2] freeze,ice
[2] ice,cream
[2] cream,makes
[2] makes,scream
[2] scream,#brainfreeze
[2] #brainfreeze,#popsicle

Top Word Pairs in Tweet in G2:
[11] going,slushhq
[4] looking,forward
[4] forward,mentoring
[4] mentoring,#slush
[4] #slush,2019
[4] 2019,meeting
[4] meeting,startups
[4] startups,investors
[4] investors,attending
[4] attending,going

Top Word Pairs in Tweet in G3:
[10] #nordicmade,#slush
[8] #nordicmade,#cphftw
[7] #cphftw,#nordicmade
[6] #slush,#startup
[6] slush,science
[6] science,approaching
[6] approaching,#november
[6] #november,22nd
[6] 22nd,great
[6] great,event

Top Word Pairs in Tweet in G4:
[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 G5:
[6] sais,invite
[6] invite,everyone
[6] everyone,partnering
[6] partnering,african
[6] african,innovators
[6] innovators,#slush
[6] #slush,side
[6] side,event
[6] event,click
[6] click,register

Top Word Pairs in Tweet in G6:
[9] в,конце
[9] конце,ноября
[9] ноября,ударный
[9] ударный,отряд
[9] отряд,компании
[9] компании,cashoff
[9] cashoff,во
[9] во,главе
[9] главе,с
[9] с,дмитрием

Top Word Pairs in Tweet in G8:
[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 Word Pairs in Tweet in G9:
[3] mówi,że
[3] nie,ma
[2] geostrateg,bartosiakjacek
[2] nie,będzie
[2] nie,jest
[2] że,ta

Top Word Pairs in Tweet in G10:
[3] #parametricos,won
[3] won,1st
[3] 1st,prize
[3] prize,#startups4peace
[3] #startups4peace,cyprus
[3] cyprus,thanks
[3] thanks,finlandincyprus
[3] finlandincyprus,startups4peace
[3] startups4peace,visiting
[3] visiting,#slush

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@slushhq
@helsinkiuni
@think_africa
@futurice
@untilabs
@hilife_helsinki
@foundersfactory
@ekagianelli
@inkam

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

Top Mentioned in G3:
@helsinkiuni
@hilife_helsinki
@slushhq
@ekagianelli
@inkam
@fvcafi
@startupsbot
@nordicmade
@fibanorg

Top Mentioned in G4:
@cashoff_uk

Top Mentioned in G5:
@think_africa
@futurice
@untilabs

Top Mentioned in G7:
@sciencechannel
@forest
@ketanahir8
@ecologist
@divya_bhaskar
@dineshdasa1
@gujaratithought
@gujaratilexicon

Top Mentioned in G9:
@bartosiakjacek
@exatel_pl

Top Mentioned in G10:
@finlandincyprus

Top Tweeters
Top Tweeters in Entire Graph:
@indiegametrends
@startupsbot
@woodstockpro
@heatherpeno
@openmarketingtv
@femtech_
@kitchensprout
@rosahappy70
@gamedev_planet
@startupbulletin

Top Tweeters in G1:
@woodstockpro
@heatherpeno
@alexvs
@hyperloop555
@laura_tuominen
@gsalogar
@scottcarlson107
@deakinb2b
@sanakari
@lasselarvanko

Top Tweeters in G2:
@indiegametrends
@openmarketingtv
@femtech_
@gamedev_planet
@akberzins
@goodnewsfinland
@mirvasaarijarvi
@hayt99
@celiahodent
@slushhq

Top Tweeters in G3:
@startupsbot
@startupbulletin
@pvesterbacka
@msmaehoenen
@frontiersci
@nordicmade
@cbs
@helsinkiuni
@phkari
@mihkal

Top Tweeters in G4:
@elhamy_tarek
@investortr
@efcruzarts
@vini_kipz
@kotoo77
@cashoff_uk
@zemestank
@hernandezcp1972
@abdousalhi4
@mkazmbayli

Top Tweeters in G5:
@lillianmoremi
@ideas4a
@futurice
@saisprogramme
@untilabs
@mattiovaananen
@think_africa
@zechairman1792
@emmankonoki

Top Tweeters in G6:
@ivanfat90
@freeshooter
@forever_online
@cbetlaha
@icjldgivbxxre2b
@shempi0086
@free_fuccker
@yxaxax
@cashoff_ru

Top Tweeters in G7:
@divya_bhaskar
@sciencechannel
@dineshdasa1
@gujaratilexicon
@forest
@ecologist
@ketanahir8
@iambharat36
@gujaratithought

Top Tweeters in G8:
@satuhietanen1
@jennapalas
@fintechfinland
@hannaheisk
@kirsisuopelto

Top Tweeters in G9:
@piotrmiecz
@bartosiakjacek
@beldzikowski
@exatel_pl

Top Tweeters in G10:
@lulumcguiness
@finlandincyprus
@parametricoscom
@messiosmarios


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