BusinessTre_Fi, Twitter, 11/8/2019 8:02:28 AM, 215714


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BusinessTre_Fi_2019-11-08_00-00-01.xlsx
BusinessTre_Fi_2019-11-08_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2019
Short Description:
BusinessTre_Fi via NodeXL http://bit.ly/2rkeMZK
@businesstre_fi
@mtaval
@kimmorouhiainen
@smarttampere
@tietosuomi
@heiniwallander
@minna_kinnunen
@reunavuorijukka
@leopoldvano
@paivinurmi

Top hashtags:
#smarttampere
#businesstampere
#foodtechies
#valaa
#tampere

Description:
Description
The graph represents a network of 71 Twitter users whose tweets in the requested range contained "BusinessTre_Fi", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 08:00 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 9-hour, 38-minute period from Wednesday, 23 October 2019 at 09:51 UTC to Tuesday, 05 November 2019 at 19:29 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 : 71
Unique Edges : 111
Edges With Duplicates : 32
Total Edges : 143
Number of Edge Types : 3
Mentions : 130
Tweet : 10
Replies to : 3
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.147058823529412
Reciprocated Edge Ratio : 0.256410256410256
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 69
Maximum Edges in a Connected Component : 141
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.879328
Graph Density : 0.0235412474849095
Modularity : 0.457235
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 71 Twitter users whose tweets in the requested range contained "BusinessTre_Fi", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 08:00 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 9-hour, 38-minute period from Wednesday, 23 October 2019 at 09:51 UTC to Tuesday, 05 November 2019 at 19:29 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 : GraphServerTwitterSearch
Graph Term : BusinessTre_Fi
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] http://Ateriat.com
[2] https://twitter.com/startuptre/status/1189893030591057921
[2] https://businesstampere.com/fi/?event=messumatka-teknologia-19-messuille-helsinkiin
[2] https://smarttampere.fi/tampereen-seudun-tekoalykartoitus-kerro-yrityksesi-tekoalykehityksen-tilasta-ja-toiveista/
[2] https://www.linkedin.com/slink?code=g4Q6_VU
[1] https://www.tampere.fi/tampereen-kaupunki/ajankohtaista/artikkelit/2019/10/28102019_1.html
[1] http://r.socialstudio.radian6.com/b3f39b56-c7db-41c7-915f-b28d62f918e9
[1] http://r.socialstudio.radian6.com/64aef2fe-272c-47d1-a6bd-6f5573dce567
[1] https://www.lyyti.fi/reg/Tampere_Slush_Party_2019_8511
[1] https://www.kauppalehti.fi/uutiset/kiinan-alypuhelinjatti-xiaomi-avaa-tutkimusyksikon-tampereelle-kamerayksikosta-tulee-yhtion-suurin-kiinan-ulkopuolella/92164711-a654-4966-8532-c52612c1ffe1?ref=twitter:e5cd

Top URLs in Tweet in G1:
[1] https://smarttampere.fi/fima-kutsui-xenomatixn-demonstroimaan-solid-state-lidar-teknologiaansa-tampereen-yliopistolle/
[1] https://businesstampere.com/fi/?event=teollisuus-ja-kyber-hankevalmistelun-aloitustilaisuus
[1] https://businesstampere.com/fi/?event=messumatka-teknologia-19-messuille-helsinkiin
[1] https://smarttampere.fi/tampereen-seudun-tekoalykartoitus-kerro-yrityksesi-tekoalykehityksen-tilasta-ja-toiveista/

Top URLs in Tweet in G2:
[1] https://www.businessfinland.fi/ajankohtaista/uutiset/tiedotteet/2019/valmistavan-teollisuuden-kilpailukykya-nostetaan-business-finlandin-uudella-ohjelmalla/

Top URLs in Tweet in G3:
[2] https://twitter.com/startuptre/status/1189893030591057921
[2] https://www.linkedin.com/slink?code=g4Q6_VU
[1] https://businesstampere.com/fi/nyt-se-on-tutkittu-tampereella-on-hyva-fiilis/
[1] https://businesstampere.com/fi/tampereen-seudulla-on-maailmanluokan-osaamista-autoteollisuuden-tarpeisiin/
[1] https://businesstampere.com/fi/?event=messumatka-teknologia-19-messuille-helsinkiin
[1] https://businesstampere.com/fi/alypuhelinjatti-xiaomi-avaa-alypuhelinkameroiden-tutkimus-ja-tuotekehitysyksikon-tampereelle/
[1] https://www.lyyti.fi/reg/Tampere_Slush_Party_2019_8511
[1] https://www.kauppalehti.fi/uutiset/kiinan-alypuhelinjatti-xiaomi-avaa-tutkimusyksikon-tampereelle-kamerayksikosta-tulee-yhtion-suurin-kiinan-ulkopuolella/92164711-a654-4966-8532-c52612c1ffe1?ref=twitter:e5cd

Top URLs in Tweet in G4:
[8] http://Ateriat.com
[1] https://www.eventbrite.com/e/food-tech-hackathon-tickets-79334532723

Top URLs in Tweet in G5:
[1] https://www.aamulehti.fi/a/4e2edc17-9542-4b0e-96f5-5e10f2f8e67f?c=1522737894164
[1] https://smartregions3.com/

Top URLs in Tweet in G6:
[1] http://r.socialstudio.radian6.com/b3f39b56-c7db-41c7-915f-b28d62f918e9
[1] http://r.socialstudio.radian6.com/64aef2fe-272c-47d1-a6bd-6f5573dce567

Top URLs in Tweet in G7:
[1] https://www.lyyti.fi/questions/3f7613653f
[1] https://smarttampere.fi/tampereen-seudun-tekoalykartoitus-kerro-yrityksesi-tekoalykehityksen-tilasta-ja-toiveista/

Top URLs in Tweet in G8:
[1] https://www.lyyti.fi/reg/Teknologia_19__messumatka_Helsinkiin_6112019_1916

Top URLs in Tweet in G9:
[1] https://www.tampere.fi/tampereen-kaupunki/ajankohtaista/artikkelit/2019/10/28102019_1.html

Top Domains
Top Domains in Tweet in Entire Graph:
[8] ateriat.com
[6] businesstampere.com
[3] lyyti.fi
[3] smarttampere.fi
[2] radian6.com
[2] twitter.com
[2] linkedin.com
[1] tampere.fi
[1] kauppalehti.fi
[1] eventbrite.com

Top Domains in Tweet in G1:
[2] smarttampere.fi
[2] businesstampere.com

Top Domains in Tweet in G2:
[1] businessfinland.fi

Top Domains in Tweet in G3:
[4] businesstampere.com
[2] twitter.com
[2] linkedin.com
[1] lyyti.fi
[1] kauppalehti.fi

Top Domains in Tweet in G4:
[8] ateriat.com
[1] eventbrite.com

Top Domains in Tweet in G5:
[1] aamulehti.fi
[1] smartregions3.com

Top Domains in Tweet in G6:
[2] radian6.com

Top Domains in Tweet in G7:
[1] lyyti.fi
[1] smarttampere.fi

Top Domains in Tweet in G8:
[1] lyyti.fi

Top Domains in Tweet in G9:
[1] tampere.fi

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] smarttampere
[9] businesstampere
[8] foodtechies
[8] valaa
[7] tampere
[4] cybertre
[3] teknologia19
[3] kasvu
[2] lidar
[2] industry



Top Hashtags in Tweet in G1:
[4] smarttampere
[3] teknologia19
[1] lidar
[1] tampere
[1] demo
[1] smartcity
[1] industry
[1] cybersecurity
[1] cybertre
[1] ai

Top Hashtags in Tweet in G2:
[1] teollisuus
[1] uudistuminen
[1] innovaatiot
[1] kasvu

Top Hashtags in Tweet in G3:
[5] businesstampere
[4] tampere
[3] smarttampere
[3] cybertre
[1] suomi
[1] visittampere
[1] teknologia
[1] automotivetampere
[1] teollisuus
[1] uudistuminen

Top Hashtags in Tweet in G4:
[8] foodtechies
[8] valaa
[1] tampere

Top Hashtags in Tweet in G5:
[1] pirkanmaa
[1] smartregions
[1] smartspecialization

Top Hashtags in Tweet in G7:
[4] smarttampere
[4] businesstampere
[1] tampere
[1] aiaamu

Top Hashtags in Tweet in G8:
[1] lehtovuori
[1] kiertotalous
[1] kasvu
[1] yrittajyys
[1] teknologia

Top Hashtags in Tweet in G9:
[1] hiedanranta
[1] innovaatioidenhiedaranta
[1] businesstre_fi
[1] innovaatioalusta

Top Words
Top Words in Tweet in Entire Graph:
[14] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1306] Non-categorized Words
[1320] Total Words
[32] ja
[21] businesstre_fi
[13] tampere
[13] ilmoittaudu
[12] smarttampere

Top Words in Tweet in G1:
[12] ja
[7] businesstre_fi
[7] smarttampere
[6] ilmoittaudu
[5] yritys
[5] kiinnostaako
[5] teollisuuden
[5] tai
[5] kyberturvallisuuden
[5] yhteishankkeet

Top Words in Tweet in G3:
[7] ja
[5] #businesstampere
[5] tampere
[5] dimecc_fi
[4] petrinykanen
[4] avaa
[4] heiniwallander
[4] kiinan
[4] businesstre_fi
[3] meillä

Top Words in Tweet in G4:
[8] #foodtechies
[8] together
[8] tribe
[8] tampere
[8] #valaa
[8] technologies
[8] take
[8] global
[8] challenges
[7] kimmorouhiainen

Top Words in Tweet in G5:
[6] ja
[5] tampereenseutu
[4] businesstre_fi
[4] tamperekaupunki
[3] ilmoittaudu
[3] tapahtumaan
[3] 10
[3] finavia
[3] finnair
[3] k2tre

Top Words in Tweet in G6:
[6] tampereelta
[6] löytyy
[6] maailmanluokan
[6] osaamista
[6] autoteollisuuden
[6] tarpeisiin
[6] tamperelainen
[6] autoalan
[6] klusteri
[6] voisi

Top Words in Tweet in G7:
[4] ai
[4] ja
[4] #smarttampere
[4] #businesstampere
[3] ilmoittaudu
[3] insta
[3] defsec
[2] aamuun
[2] pääset
[2] kuulemaan

Top Words in Tweet in G8:
[2] tampereen

Top Words in Tweet in G9:
[2] hiedanrannan
[2] kiertotalous
[2] kestävyys
[2] älykkyys
[2] yritysten
[2] verkottumisaamukahvit
[2] huomenna
[2] ja
[2] 4
[2] 12

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] #foodtechies,together
[8] together,tribe
[8] tribe,tampere
[8] tampere,#valaa
[8] #valaa,technologies
[8] technologies,take
[8] take,global
[8] global,challenges
[8] yritys,kiinnostaako
[8] kiinnostaako,teollisuuden

Top Word Pairs in Tweet in G1:
[5] yritys,kiinnostaako
[5] kiinnostaako,teollisuuden
[5] teollisuuden,tai
[5] tai,kyberturvallisuuden
[5] kyberturvallisuuden,yhteishankkeet
[5] yhteishankkeet,ilmoittaudu
[5] ilmoittaudu,ti
[5] ti,29
[5] 29,10
[5] 10,pidettävään

Top Word Pairs in Tweet in G3:
[3] kickstart,industry
[3] industry,cyber
[3] cyber,program
[3] program,preparation
[3] preparation,#cybertre
[3] #cybertre,businesstre_fi
[3] businesstre_fi,dimecc_fi
[3] dimecc_fi,heiniwallander
[3] heiniwallander,petrinykanen
[2] 6,11

Top Word Pairs in Tweet in G4:
[8] #foodtechies,together
[8] together,tribe
[8] tribe,tampere
[8] tampere,#valaa
[8] #valaa,technologies
[8] technologies,take
[8] take,global
[8] global,challenges
[7] kimmorouhiainen,#foodtechies

Top Word Pairs in Tweet in G5:
[4] businesstre_fi,tamperekaupunki
[3] finavia,finnair
[3] finnair,k2tre
[3] k2tre,businesstre_fi
[2] brysselissä,järjestetään
[2] järjestetään,smart
[2] smart,regions
[2] regions,3
[2] 3,0
[2] 0,tapahtuma

Top Word Pairs in Tweet in G6:
[6] tampereelta,löytyy
[6] löytyy,maailmanluokan
[6] maailmanluokan,osaamista
[6] osaamista,autoteollisuuden
[6] autoteollisuuden,tarpeisiin
[6] tarpeisiin,tamperelainen
[6] tamperelainen,autoalan
[6] autoalan,klusteri
[6] klusteri,voisi
[6] voisi,hyvin

Top Word Pairs in Tweet in G7:
[3] insta,defsec
[3] #smarttampere,#businesstampere
[2] ilmoittaudu,ai
[2] ai,aamuun
[2] aamuun,ja
[2] ja,pääset
[2] pääset,kuulemaan
[2] kuulemaan,mielenkiintoisia
[2] mielenkiintoisia,puheenvuoroja
[2] puheenvuoroja,tekoälyn

Top Word Pairs in Tweet in G9:
[2] hiedanrannan,kiertotalous
[2] kiertotalous,kestävyys
[2] kestävyys,älykkyys
[2] älykkyys,yritysten
[2] yritysten,verkottumisaamukahvit
[2] verkottumisaamukahvit,huomenna
[2] huomenna,ja
[2] ja,4
[2] 4,12
[2] 12,jukolassa

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@businesstre_fi
@smarttampere
@kimmorouhiainen
@dimecc_fi
@heiniwallander
@petrinykanen
@tampereenseutu
@tamperekaupunki
@tietosuomi
@messukeskus

Top Mentioned in G1:
@businesstre_fi
@smarttampere
@heiniwallander
@messukeskus
@dimecc_fi
@xenomatix
@tampereuni
@reunavuorijukka
@petrinykanen
@ai_hub_tampere

Top Mentioned in G2:
@info_migration
@tem_uutiset
@timoharakka
@mariaohisalo
@thlmonet
@suomenyrittajat
@satelykeskus
@pirkanmaanely
@elykeskus
@varsinaisely

Top Mentioned in G3:
@petrinykanen
@businesstre_fi
@minna_kinnunen
@dimecc_fi
@reunavuorijukka
@smarttampere
@tampereuni
@slushhq
@niinaimmonen
@tamperekaupunki

Top Mentioned in G4:
@kimmorouhiainen
@businesstre_fi
@tamperees
@tribetampere
@valaatech

Top Mentioned in G5:
@tampereenseutu
@businesstre_fi
@tamperekaupunki
@finavia
@finnair
@k2tre
@smarttampere
@eutampere
@heiniwallander
@paivinurmi

Top Mentioned in G6:
@tietosuomi
@aaltoari
@businesstre_fi

Top Mentioned in G7:
@minna_kinnunen
@smarttampere
@pirkanmaan_liit
@dimecc_fi
@nokia
@businesstre_fi
@kampusklubi

Top Mentioned in G8:
@businesstre_fi
@yloyrittajat
@ylokaupunki

Top Mentioned in G9:
@hiedanranta

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@kauppalehtifi
@tamperekaupunki
@nokia
@ippu
@suomenyrittajat
@mariaohisalo
@businessfinland
@retweet49751068
@finnair

Top Tweeters in G1:
@cybersec_feeds
@retweet49751068
@paulikuosmanen
@maja_66
@tampereuni
@smarttampere
@messukeskus
@ictfinland
@ai_hub_tampere
@teknologiamessu

Top Tweeters in G2:
@suomenyrittajat
@mariaohisalo
@businessfinland
@mtaval
@tem_uutiset
@elykeskus
@varsinaisely
@tepalvelutfi
@pirkanmaanely
@timoharakka

Top Tweeters in G3:
@kauppalehtifi
@slushhq
@businesstre_fi
@xiaomi
@niinaimmonen
@dimecc_fi
@jonikamarainen
@petrinykanen
@startuptre
@oliverhussey

Top Tweeters in G4:
@ippu
@jonimettala
@tribetampere
@kimmorouhiainen
@tommiuitti
@tamperees
@kekrifoodtech
@jjmaksy
@valaatech

Top Tweeters in G5:
@tamperekaupunki
@finnair
@k2tre
@finavia
@pirkanmaan_liit
@paivinurmi
@leopoldvano
@eutampere
@tampereenseutu

Top Tweeters in G6:
@hennaniiranen
@tietosuomi
@hpertta
@aulipeltola
@aaltoari

Top Tweeters in G7:
@nokia
@akarjaluoto
@kampusklubi
@minna_kinnunen

Top Tweeters in G8:
@ylokaupunki
@reunavuorijukka
@yloyrittajat

Top Tweeters in G9:
@hiedanranta
@reijovaliharju