#slush, Twitter, 11/4/2019 8:35:52 AM, 215201


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#slush Twitter NodeXL SNA Map and Report for maanantai, 04 marraskuuta 2019 at 08.32 UTC
#slush Twitter NodeXL SNA Map and Report for maanantai, 04 marraskuuta 2019 at 08.32 UTC
From:
mihkal
Uploaded on:
November 04, 2019
Short Description:
#slush via NodeXL http://bit.ly/2WE0wa1
@slushhq
@ekagianelli
@inkam
@fvcafi
@startupsbot
@nordicmade
@fibanorg
@frontiersci
@helsinkiuni
@myohanentimo

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

Description:
Description
The graph represents a network of 177 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 Monday, 04 November 2019 at 08:32 UTC.

The tweets in the network were tweeted over the 8-day, 14-hour, 45-minute period from Saturday, 26 October 2019 at 15:36 UTC to Monday, 04 November 2019 at 06:21 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 : 179
Unique Edges : 234
Edges With Duplicates : 42
Total Edges : 276
Number of Edge Types : 4
Mentions : 112
Tweet : 61
Retweet : 92
Replies to : 11
Self-Loops : 63
Reciprocated Vertex Pair Ratio : 0,0473684210526316
Reciprocated Edge Ratio : 0,0904522613065327
Connected Components : 57
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 62
Maximum Edges in a Connected Component : 129
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2,871735
Graph Density : 0,00624568451446865
Modularity : 0,671491
NodeXL Version : 1.0.1.421
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=215200
Data Import : The graph represents a network of 177 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 Monday, 04 November 2019 at 08:32 UTC.

The tweets in the network were tweeted over the 8-day, 14-hour, 45-minute period from Saturday, 26 October 2019 at 15:36 UTC to Monday, 04 November 2019 at 06:21 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 : 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:
[2] https://twitter.com/SlushHQ/status/1190207544184229893
[2] https://www.instagram.com/p/B4I725XBdJk/?igshid=11oz389zkcwh3
[2] https://www.vastuullisuusuutiset.fi/inpage.jsp?id=54294
[1] https://www.instagram.com/p/B4bunpFpPbQ/?igshid=jv19vhfm9c87
[1] https://twitter.com/RT_com/status/1191127918425985024
[1] https://ylioppilaslehti.fi/dev/2009/02/pinnan-alta/
[1] https://www.instagram.com/p/B4ZqEdqAxi_/
[1] https://triplefivelighttherapy.blogspot.com/2019/11/brain-freeze-why-ice-cream-makes-some.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.linkedin.com/slink?code=eaStXZ3
[1] https://twitter.com/messiosmarios/status/1190637809964421120

Top URLs in Tweet in G1:
[1] https://www.linkedin.com/slink?code=d3azmwT
[1] https://www.slush.org/slushtainability/

Top URLs in Tweet in G2:
[1] https://innovator.news/top-25-startups-to-meet-at-slush-2017-924ada0e9cac
[1] https://mailchi.mp/36274d199d4a/immofred-wo-ihr-uns-demnchst-antreffen-knnt
[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

Top URLs in Tweet in G3:
[1] https://twitter.com/SlushHQ/status/1190207544184229893
[1] https://www.lyyti.fi/reg/minustakobisnesenkeli
[1] https://twitter.com/SlushHQ/status/1189206700567478274
[1] https://twitter.com/Niemijarvi/status/1189462064961593344
[1] https://twitter.com/FVCAfi/status/1185238360413134852

Top URLs in Tweet in G4:
[1] https://www.y-science.org/

Top URLs in Tweet in G8:
[1] https://slush.org/
[1] https://www.pwc.ch/regtech

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[107] slush
[16] startup
[11] helsinki
[11] slush19
[10] nordicmade
[9] cphftw
[8] finland
[8] november
[8] business
[5] winteriscoming



Top Hashtags in Tweet in G1:
[6] slush19
[5] finland
[4] slush
[4] helsinki
[2] slushtainability
[1] inspiringfifty
[1] womenintech
[1] nordicmade
[1] startups
[1] esabicfinland

Top Hashtags in Tweet in G2:
[30] slush
[3] slush19
[3] brainfreeze
[3] popsicle
[3] icecream
[2] ice
[2] media
[1] startups
[1] innovationradar
[1] innovation

Top Hashtags in Tweet in G3:
[12] slush
[9] startup
[5] bisnesenkeli
[5] ophelsinki
[4] agetech
[2] conversationalai
[1] paragit
[1] milestone
[1] skylab
[1] cphftw

Top Hashtags in Tweet in G4:
[8] november
[8] business
[2] slush
[1] metsäpäivät
[1] pitching
[1] finalist
[1] yscience

Top Hashtags in Tweet in G5:
[1] cashoff
[1] slush
[1] slush19

Top Hashtags in Tweet in G6:
[1] wasp
[1] slush
[1] talente

Top Hashtags in Tweet in G7:
[9] nordicmade
[9] slush
[8] cphftw
[5] startup
[4] data
[3] skykab
[3] nordicstartups
[3] pitch
[3] un
[3] world

Top Hashtags in Tweet in G8:
[6] slush
[5] helsinki
[1] pwcxslush
[1] tech
[1] regtechservices
[1] slush19

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

Top Hashtags in Tweet in G10:
[2] slush

Top Words
Top Words in Tweet in Entire Graph:
[113] Words in Sentiment List#1: Positive
[43] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4868] Non-categorized Words
[5024] Total Words
[171] #slush
[60] nominate
[41] #nordicmade
[39] slush
[38] slushhq

Top Words in Tweet in G1:
[54] nominate
[35] slushhq
[35] #slush
[31] others
[27] inspiring
[27] women
[27] nordic
[27] tech
[27] true
[27] role

Top Words in Tweet in G2:
[30] #slush
[8] slush
[6] 000
[5] amp
[4] startups
[4] come
[4] see
[4] brain
[4] freeze
[3] 25

Top Words in Tweet in G3:
[22] ja
[16] #slush
[12] #startup
[6] 11
[6] find
[5] minustako
[5] #bisnesenkeli
[5] tule
[5] ottamaan
[5] selvää

Top Words in Tweet in G4:
[16] science
[10] #slush
[8] slush
[8] approaching
[8] #november
[8] 22nd
[8] great
[8] event
[8] see
[8] combine

Top Words in Tweet in G5:
[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 G7:
[12] #slush
[11] #nordicmade
[8] #cphftw
[7] denmark
[6] onstage
[5] danish
[5] #startup
[5] dtu
[5] #dtutweet
[4] pitch

Top Words in Tweet in G8:
[6] pwclegal
[6] #slush
[5] join
[5] nov
[5] 21
[5] 22
[5] 2019
[5] #helsinki
[5] together
[5] 25

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] die
[2] üben
[2] mal
[2] labortage
[2] danke
[2] _sirgoofy_
[2] leihgabe
[2] #slush

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] #nordicmade,#slush
[30] inspiring,women
[30] women,nordic
[30] nordic,tech
[30] tech,true
[30] true,role
[30] role,models
[30] models,others
[30] others,nominate
[30] nominate,nominate

Top Word Pairs in Tweet in G1:
[27] inspiring,women
[27] women,nordic
[27] nordic,tech
[27] tech,true
[27] true,role
[27] role,models
[27] models,others
[27] others,nominate
[27] nominate,nominate
[27] nominate,yourself

Top Word Pairs in Tweet in G2:
[4] brain,freeze
[3] #popsicle,#slush
[2] slush,2019
[2] european,commission
[2] come,see
[2] ei,ei
[2] #ice,#slush
[2] gathering,25
[2] 25,000
[2] including,000

Top Word Pairs in Tweet in G3:
[5] minustako,#bisnesenkeli
[5] #bisnesenkeli,tule
[5] tule,ottamaan
[5] ottamaan,selvää
[5] selvää,inspiroidu
[5] inspiroidu,#startup
[5] #startup,sijoittamisesta
[5] sijoittamisesta,ja
[5] ja,aloita
[5] aloita,#slush

Top Word Pairs in Tweet in G4:
[8] slush,science
[8] science,approaching
[8] approaching,#november
[8] #november,22nd
[8] 22nd,great
[8] great,event
[8] event,see
[8] see,combine
[8] combine,life
[8] life,science

Top Word Pairs in Tweet in G5:
[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 G7:
[5] #nordicmade,#slush
[4] danish,#startup
[4] pitch,session
[4] denmark,#nordicmade
[4] #nordicmade,#cphftw
[4] #cphftw,#slush
[4] #cphftw,#nordicmade
[3] #startup,#
[3] #,onstage
[3] onstage,rtu

Top Word Pairs in Tweet in G8:
[5] join,#slush
[5] #slush,nov
[5] nov,21
[5] 21,22
[5] 22,2019
[5] 2019,#helsinki
[5] #helsinki,together
[5] together,25
[5] 25,000
[5] 000,changemakers

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:
[2] üben,mal
[2] mal,die
[2] die,labortage
[2] labortage,danke
[2] danke,_sirgoofy_
[2] _sirgoofy_,die
[2] die,leihgabe
[2] leihgabe,#slush

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@slushhq
@hilife_helsinki
@helsinkiuni
@pwclegal
@rtu
@niemijarvi
@sommetgovtech
@bartosiakjacek
@anunou

Top Mentioned in G1:
@slushhq
@esabicfinland
@space4europe

Top Mentioned in G3:
@niemijarvi
@soakedbyslush
@onervahoiva
@slushhq

Top Mentioned in G4:
@hilife_helsinki
@helsinkiuni
@pvesterbacka
@slushhq

Top Mentioned in G6:
@sciencechannel
@forest
@ketanahir8
@ecologist
@divya_bhaskar
@dineshdasa1
@gujaratithought
@gujaratilexicon

Top Mentioned in G7:
@rtu
@slushhq
@cbs

Top Mentioned in G8:
@pwclegal

Top Mentioned in G9:
@bartosiakjacek
@exatel_pl

Top Mentioned in G10:
@labortage
@_sirgoofy_

Top Tweeters
Top Tweeters in Entire Graph:
@startupsbot
@heatherpeno
@heatherjs
@ssxman2
@openmarketingtv
@spirosmargaris
@ravmabay
@kitchensprout
@startupbulletin
@vastuullisuus

Top Tweeters in G1:
@openmarketingtv
@kalske
@claudiomkd
@sallamaarim
@goodnewsfinland
@mirvasaarijarvi
@riskcontainment
@hayt99
@slushhq
@annabrchisky

Top Tweeters in G2:
@heatherpeno
@hyperloop555
@tanelitikka
@techstartupbcn
@gsalogar
@peterhjortkjaer
@scottcarlson107
@deakinb2b
@lasselarvanko
@aiheikko

Top Tweeters in G3:
@startupsbot
@startupbulletin
@bellsailing
@fvcafi
@fibanorg
@niemijarvi
@tonipaka
@onervahoiva
@amelgaily
@heiditawast

Top Tweeters in G4:
@pvesterbacka
@msmaehoenen
@helsinkiuni
@niemela_jari
@phkari
@michaelhealyfi
@inkam
@maijaroitto
@hilife_helsinki
@myohanentimo

Top Tweeters in G5:
@ivanfat90
@freeshooter
@forever_online
@cbetlaha
@icjldgivbxxre2b
@shempi0086
@free_fuccker
@yxaxax
@cashoff_ru

Top Tweeters in G6:
@divya_bhaskar
@sciencechannel
@dineshdasa1
@gujaratilexicon
@forest
@ecologist
@ketanahir8
@iambharat36
@gujaratithought

Top Tweeters in G7:
@frontiersci
@nordicmade
@cbs
@rtu
@universty

Top Tweeters in G8:
@ssxman2
@spirosmargaris
@nevillegaunt
@davidbundirisk
@pwclegal

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

Top Tweeters in G10:
@pintman
@daslabor
@_sirgoofy_
@labortage