mindtrek, Twitter, 1/28/2020 9:12:09 PM, 220360


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mindtrek Twitter NodeXL SNA Map and Report for tiistai, 28 tammikuuta 2020 at 21.07 UTC
mindtrek Twitter NodeXL SNA Map and Report for tiistai, 28 tammikuuta 2020 at 21.07 UTC
From:
mihkal
Uploaded on:
January 28, 2020
Short Description:
mindtrek via NodeXL http://bit.ly/2t5Klb7
@mindtrek_
@cossfi
@balticinstitute
@tamperekaupunki
@miimuairaksinen
@smarttampere
@wapice
@berggrengroup
@rajalapertti
@teppo_rantanen

Top hashtags:
#smartmindtrek
#tscw2020
#tampere
#smartcity
#conference
#partners
#scmt

Description:
Description
The graph represents a network of 189 Twitter users whose recent tweets contained "mindtrek", 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, 28 January 2020 at 21:08 UTC.

The tweets in the network were tweeted over the 7-day, 12-hour, 32-minute period from Tuesday, 21 January 2020 at 07:15 UTC to Tuesday, 28 January 2020 at 19:48 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 : 189
Unique Edges : 424
Edges With Duplicates : 427
Total Edges : 851
Number of Edge Types : 5
MentionsInRetweet : 480
Mentions : 240
Tweet : 59
Retweet : 49
Replies to : 23
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0,0934182590233546
Reciprocated Edge Ratio : 0,170873786407767
Connected Components : 15
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 170
Maximum Edges in a Connected Component : 833
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2,333644
Graph Density : 0,0144939772599347
Modularity : 0,334765
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 189 Twitter users whose recent tweets contained "mindtrek", 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, 28 January 2020 at 21:08 UTC.

The tweets in the network were tweeted over the 7-day, 12-hour, 32-minute period from Tuesday, 21 January 2020 at 07:15 UTC to Tuesday, 28 January 2020 at 19:48 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 : mindtrek
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:
[34] https://www.mindtrek.org/2020/
[7] https://www.mindtrek.org/2020/yle-experience-corner/
[5] https://fi.ramboll.com/
[5] https://www.mindtrek.org/2020/program/
[3] https://www.mindtrek.org/2020/smart-cities-in-a-changing-world-panel-discussion/
[3] https://www.kuntaliitto.fi/
[3] https://fabricai.fi/mindtrek-tekoaly-ja-taloushallinto/
[3] https://twinybots.ch/
[2] https://twitter.com/MindTrek_/status/1219190261902909440
[2] https://www.mindtrek.org/2020/ai-in-future-technologies/

Top URLs in Tweet in G1:
[16] https://www.mindtrek.org/2020/
[7] https://www.mindtrek.org/2020/yle-experience-corner/
[3] https://www.mindtrek.org/2020/program/
[2] https://www.mindtrek.org/2020/smart-cities-in-a-changing-world-panel-discussion/
[2] https://www.mindtrek.org/2020/energy-storage-solutions-in-smart-cities/
[2] https://twitter.com/MindTrek_/status/1219190261902909440
[1] https://www.cgi.fi/fi
[1] https://www.mindtrek.org/2020/digitalization-of-municipalities/
[1] https://twitter.com/FabricAIoy/status/1218093108623290368
[1] https://www.mindtrek.org/2020/speaker/markus-wissmann/

Top URLs in Tweet in G2:
[3] https://www.mindtrek.org/2020/
[2] https://www.mindtrek.org/2020/program/
[2] https://www.linkedin.com/slink?code=gx9uWDH
[2] https://fabricai.fi/mindtrek-tekoaly-ja-taloushallinto/
[1] https://twitter.com/niinaimmonen/status/1222071187917983744
[1] http://www.futurebuilt.no/
[1] https://www.mindtrek.org/2020/smart-cities-in-a-changing-world-panel-discussion/
[1] https://twitter.com/MindTrek_/status/1219243393202688000
[1] https://smartcitymindtrek.com/
[1] https://fi.ramboll.com/

Top URLs in Tweet in G3:
[8] https://www.mindtrek.org/2020/
[1] https://smarttampere.fi/smart-city-mindtrek-2020-business-expo-tarjoaa-mahdollisuuden-yritysten-ja-asiantuntijoiden-kohtaamiselle/
[1] https://smarttampere.fi/en/smart-city-mindtrek-2020-business-expo-connects-businesses-and-professionals/
[1] https://www.mindtrek.org/2020/digitalization-of-municipalities/
[1] https://smartcitymindtrek.com/
[1] https://smarttampere.fi/kaupunki-ja-tapahtumaturvallisuutta-kehitetaan-yhdessa-kickoff-28-1/
[1] https://fi.ramboll.com/
[1] https://www.kuntaliitto.fi/
[1] https://smarttampere.fi/en/smart-urban-security-and-event-resilience-project-kicks-off-on-28-january/
[1] https://tampere.ai/yleinen/ai-hub-tampere-kite/

Top URLs in Tweet in G4:
[2] https://fi.ramboll.com/
[1] https://twitter.com/kauppin3/status/1221690894891520000
[1] https://twitter.com/ITSFactory/status/1222094270162665473
[1] https://www.mindtrek.org/2020/

Top URLs in Tweet in G5:
[1] http://www.futurebuilt.no/
[1] https://www.linkedin.com/slink?code=eMmsXQP
[1] https://www.linkedin.com/slink?code=e5E3DhP
[1] https://www.linkedin.com/slink?code=e_KUYKV
[1] https://www.linkedin.com/slink?code=eawrwaR
[1] https://www.linkedin.com/slink?code=e8Eiwgt
[1] https://smarttampere.fi/en/tscw/programme/

Top URLs in Tweet in G6:
[3] https://twinybots.ch/
[3] https://www.mindtrek.org/2020/
[1] http://www.v-traffic.fi/?ll=61.501681737491,23.758586122613&z=12&evts=_all
[1] https://www.instagram.com/p/B73YdzkA7nX/?igshid=z5c19pjuy7qp

Top URLs in Tweet in G9:
[1] https://www.wapice.com/fi/news/mindtrek-2020
[1] https://www.mindtrek.org/2020/
[1] https://twitter.com/MindTrek_/status/1219243393202688000

Top URLs in Tweet in G10:
[1] https://www.mindtrek.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[67] mindtrek.org
[17] twitter.com
[7] linkedin.com
[6] smarttampere.fi
[5] ramboll.com
[3] kuntaliitto.fi
[3] fabricai.fi
[3] twinybots.ch
[2] futurebuilt.no
[2] edeva.se

Top Domains in Tweet in G1:
[42] mindtrek.org
[10] twitter.com
[2] mailchi.mp
[2] mobiili.fi
[1] cgi.fi
[1] metatavu.fi
[1] berggren.eu
[1] moovy.fi
[1] enico.fi
[1] marshallai.com

Top Domains in Tweet in G2:
[7] mindtrek.org
[4] twitter.com
[2] linkedin.com
[2] fabricai.fi
[1] futurebuilt.no
[1] smartcitymindtrek.com
[1] ramboll.com
[1] kuntaliitto.fi
[1] edeva.se

Top Domains in Tweet in G3:
[9] mindtrek.org
[5] smarttampere.fi
[1] smartcitymindtrek.com
[1] ramboll.com
[1] kuntaliitto.fi
[1] tampere.ai

Top Domains in Tweet in G4:
[2] twitter.com
[2] ramboll.com
[1] mindtrek.org

Top Domains in Tweet in G5:
[5] linkedin.com
[1] futurebuilt.no
[1] smarttampere.fi

Top Domains in Tweet in G6:
[3] twinybots.ch
[3] mindtrek.org
[1] v-traffic.fi
[1] instagram.com

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

Top Domains in Tweet in G10:
[1] mindtrek.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[104] smartmindtrek
[82] tscw2020
[52] tampere
[51] smartcity
[39] conference
[34] partners
[26] scmt
[24] announcement
[18] smarttampere
[18] smartcities



Top Hashtags in Tweet in G1:
[57] smartmindtrek
[41] tscw2020
[20] conference
[12] partners
[11] january
[11] mindtrek
[10] announcement
[10] tampere
[10] smartcity
[8] track

Top Hashtags in Tweet in G2:
[12] conference
[12] partners
[9] smartmindtrek
[8] tampere
[6] announcement
[5] smarttampere
[5] scmt
[5] smartcity
[5] tscw2020
[5] track

Top Hashtags in Tweet in G3:
[24] tampere
[23] tscw2020
[23] smartmindtrek
[21] smartcity
[8] partners
[8] smartcitymindtrek
[7] kickoff
[6] announcement
[6] smarttampere
[5] innoheis

Top Hashtags in Tweet in G4:
[11] smartmindtrek
[8] smartcity
[8] smartmobility
[7] tampere
[5] tscw
[3] smartrailecosystem
[3] tscw2020
[2] announcement
[2] partners
[2] conference

Top Hashtags in Tweet in G5:
[6] tscw2020
[4] construction
[4] smartcities
[2] tampere
[2] eusmartcities
[2] smarttampere
[1] digitaltransformation
[1] gdpr
[1] urbanisation
[1] carbonneutral

Top Hashtags in Tweet in G6:
[4] smartcity
[3] smartcitymindtrek
[2] turvallisuus
[1] mindtrek
[1] safe
[1] sure
[1] insta
[1] lupaluottaa
[1] scmt
[1] maas

Top Hashtags in Tweet in G7:
[8] scmt
[1] opendata
[1] datasharing

Top Hashtags in Tweet in G9:
[1] smartmindtrek20

Top Hashtags in Tweet in G10:
[3] atea
[3] ateatp2b
[3] visitatea
[1] smartmindtrek
[1] tcsw

Top Words
Top Words in Tweet in Entire Graph:
[383] Words in Sentiment List#1: Positive
[14] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[9526] Non-categorized Words
[9923] Total Words
[232] mindtrek_
[179] #smartmindtrek
[174] smart
[171] #tscw2020
[120] 2020

Top Words in Tweet in G1:
[97] mindtrek_
[80] #smartmindtrek
[71] #tscw2020
[47] smart
[45] more
[36] 2020
[28] come
[25] city
[23] amp
[21] #conference

Top Words in Tweet in G2:
[65] smart
[58] mindtrek_
[40] city
[39] 2020
[38] #tscw2020
[37] #smartmindtrek
[26] mindtrek
[25] cities
[24] 45
[24] more

Top Words in Tweet in G3:
[44] mindtrek_
[41] #smartmindtrek
[41] #tscw2020
[27] 2020
[26] #tampere
[25] #smartcity
[22] smart
[20] tamperekaupunki
[16] conference
[16] week

Top Words in Tweet in G4:
[13] #smartmindtrek
[11] #smartcity
[11] #smartmobility
[10] smarttampere
[10] mindtrek_
[10] #tampere
[9] ramboll_fi
[9] itsfactory
[7] mindtrek
[7] palonen_t

Top Words in Tweet in G5:
[20] smart
[14] city
[12] mindtrek_
[10] #tscw2020
[9] rilinsinoorit
[9] sparcseu
[8] amp
[8] mindtrek
[8] conference
[8] ril

Top Words in Tweet in G6:
[8] mindtrek
[6] smart
[4] international
[4] conference
[4] city
[4] #smartcity
[4] amp
[4] business
[3] 2020
[3] expo

Top Words in Tweet in G7:
[8] mindtrek_
[8] #scmt
[8] audience
[7] taking
[7] eu_dataportal
[7] eu_datasharing
[7] smartcities
[7] attending
[7] guest
[7] eu

Top Words in Tweet in G8:
[6] 2020
[3] ai4di
[3] project
[3] presented
[3] during
[3] upcoming
[3] smart
[3] city
[3] mindtrek
[3] vaistosolutions

Top Words in Tweet in G9:
[2] wapice
[2] mukana
[2] mindtrek_

Top Words in Tweet in G10:
[3] olemme
[3] mukana
[3] tampereen
[3] smartcity
[3] mindtrek
[3] tapahtumassa
[3] tule
[3] käymään
[3] osastolla
[3] 15

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[100] smart,city
[95] #smartmindtrek,#tscw2020
[59] city,mindtrek
[49] learn,more
[44] #conference,2020
[39] smart,cities
[36] mindtrek_,#conference
[34] 28th,30th
[29] changing,world
[27] #partners,mindtrek_

Top Word Pairs in Tweet in G1:
[43] #smartmindtrek,#tscw2020
[23] smart,city
[21] learn,more
[17] #conference,2020
[15] mindtrek_,#conference
[14] city,mindtrek
[13] smart,cities
[11] 28th,30th
[11] mindtrek_,nodexl
[10] mindtrek_,conference

Top Word Pairs in Tweet in G2:
[40] smart,city
[23] smart,cities
[23] #smartmindtrek,#tscw2020
[19] changing,world
[17] cities,changing
[16] nordic,smart
[16] city,mindtrek
[15] #conference,2020
[15] learn,more
[14] pekka,sivonen

Top Word Pairs in Tweet in G3:
[21] #smartmindtrek,#tscw2020
[12] mindtrek_,2020
[10] learn,more
[10] #tampere,#finland
[10] tamperekaupunki,auteroanniina
[10] auteroanniina,nokia
[10] insta,group
[10] securitas_group,tampereuni
[9] smart,city
[9] #smartcity,mindtrek_

Top Word Pairs in Tweet in G4:
[7] #smartmindtrek,#smartcity
[5] #smartcity,#smartmobility
[5] #tscw,#smartmindtrek
[4] #smartmindtrek,#tscw2020
[4] #smartmobility,#smartcity
[4] #conference,2020
[4] smart,city
[4] city,mindtrek
[4] palonen_t,esittelee
[4] esittelee,scooter

Top Word Pairs in Tweet in G5:
[11] smart,city
[8] city,mindtrek
[8] mindtrek,conference
[8] ril,suomen
[8] suomen,rakennusinsinöörien
[8] rakennusinsinöörien,liitto
[8] liitto,finnish
[8] finnish,association
[8] association,civil
[6] civil,engineers

Top Word Pairs in Tweet in G6:
[4] smart,city
[4] city,mindtrek
[3] mindtrek,2020
[3] international,conference
[3] conference,amp
[3] amp,business
[3] business,expo
[3] expo,#smartcity
[3] #smartcity,#smartcitymindtrek
[2] mindtrek,tapahtumassa

Top Word Pairs in Tweet in G7:
[8] mindtrek_,#scmt
[7] taking,eu_dataportal
[7] eu_dataportal,eu_datasharing
[7] eu_datasharing,smartcities
[7] smartcities,attending
[7] attending,mindtrek_
[7] #scmt,guest
[7] guest,eu
[7] eu,international
[7] international,cities

Top Word Pairs in Tweet in G8:
[3] ai4di,project
[3] project,presented
[3] presented,during
[3] during,upcoming
[3] upcoming,smart
[3] smart,city
[3] city,mindtrek
[3] mindtrek,2020
[3] 2020,vaistosolutions
[3] vaistosolutions,representatives

Top Word Pairs in Tweet in G9:
[2] wapice,mukana

Top Word Pairs in Tweet in G10:
[3] olemme,mukana
[3] mukana,tampereen
[3] tampereen,smartcity
[3] smartcity,mindtrek
[3] mindtrek,tapahtumassa
[3] tapahtumassa,tule
[3] tule,käymään
[3] käymään,osastolla
[3] osastolla,15
[3] 15,#atea

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mindtrek_
@smarttampere
@tamperekaupunki
@brynskov
@teppo_rantanen
@businessfinland
@tampereuni
@kaisaspilling
@itsfactory
@gunnarc

Top Mentioned in G1:
@mindtrek_
@smarttampere
@nodexl
@twitterapi
@brynskov
@teppo_rantanen
@tamperekaupunki
@businessfinland
@yleisradio
@peloranta

Top Mentioned in G2:
@mindtrek_
@kaisaspilling
@brynskov
@teppo_rantanen
@businessfinland
@gunnarc
@nordiccities
@mindtrek
@smarttampere
@hheinonen

Top Mentioned in G3:
@mindtrek_
@tamperekaupunki
@tampereuni
@auteroanniina
@nokia
@securitas_group
@businesstre_fi
@smarttampere
@brynskov
@innoheis

Top Mentioned in G4:
@mindtrek_
@smarttampere
@ramboll_fi
@itsfactory
@its_finland
@teppo_rantanen
@aleksivesanto
@eosalminen
@palonen_t
@k2tre

Top Mentioned in G5:
@mindtrek_
@rilinsinoorit
@sparcseu
@tamperekaupunki
@mattikuittinen
@yministerio
@markku
@tampereuni
@j1janne

Top Mentioned in G7:
@mindtrek_
@eu_dataportal
@eu_datasharing

Top Mentioned in G8:
@vaistosolutions

Top Mentioned in G9:
@mindtrek_
@microsoftsuomi
@iotticket
@smarttampere

Top Tweeters
Top Tweeters in Entire Graph:
@mjoehlerich
@smartecocity
@vrgamersbot
@amruthasuri
@liikennetila
@kortteus
@yletampere
@timorainio
@tamperekaupunki
@nokia

Top Tweeters in G1:
@mjoehlerich
@kortteus
@yletampere
@whoisabishag
@mobiilifi
@msinikari
@yleisradio
@mickhinds
@marc_smith
@mvonwi

Top Tweeters in G2:
@smartecocity
@businessfinland
@op_ryhma
@forumvirium
@brynskov
@businesstampere
@eatoncorp
@kuntaliitto
@cossfi
@aleksijantti

Top Tweeters in G3:
@timorainio
@tamperekaupunki
@nokia
@ashishrbedekar
@prakashadvani
@cgi_fi
@businesstre_fi
@tampereuni
@niinaimmonen
@datastorage2

Top Tweeters in G4:
@k2tre
@mikkojleppanen
@ramboll_fi
@tamk_uas
@its_finland
@kauppin3
@palonen_t
@itsfactory
@tampereratikka
@eosalminen

Top Tweeters in G5:
@jukka
@yministerio
@markku
@miimuairaksinen
@rilinsinoorit
@stardusth2020
@hellstromhe
@mattikuittinen
@sparcseu
@j1janne

Top Tweeters in G6:
@amruthasuri
@liikennetila
@martapurapedia
@gajjala_praveen
@quasagroup
@puutuoteala
@markusjoonas
@pkalske
@mssetala
@vantaap

Top Tweeters in G7:
@eellak
@infostrag
@eu_dataportal
@cc_greece
@odiathens
@openroboticsgr
@giacecco
@eu_datasharing

Top Tweeters in G8:
@jarnoln
@adijoyia
@vaistosolutions
@ai4di

Top Tweeters in G9:
@microsoftsuomi
@wapice
@iotticket

Top Tweeters in G10:
@heiniotommi
@pasisairanen
@rajalapertti