smarttampere, Twitter, 10/20/2019 10:38:30 PM, 213623


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smarttampere_2019-10-20_15-27-45.xlsx
smarttampere_2019-10-20_15-27-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 20, 2019
Short Description:
smarttampere via NodeXL http://bit.ly/31yhgQO
@smarttampere
@eutampere
@kampusklubi
@huhtelin
@psdintelligence
@ai_hub_tampere
@jarkkooksala
@minna_kinnunen
@businesstampere
@mihkal

Top hashtags:
#smarttampere
#tampere
#ai
#aimorning
#businesstampere
#ethics

Description:
Description
The graph represents a network of 139 Twitter users whose tweets in the requested range contained "smarttampere", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 20 October 2019 at 22:27 UTC.

The requested start date was Sunday, 20 October 2019 at 00:01 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 11-day, 3-hour, 51-minute period from Monday, 07 October 2019 at 06:16 UTC to Friday, 18 October 2019 at 10:07 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://ec.europa.eu/inea/en/news-events/events/horizon-2020-transport-info-day-0
[3] https://smarttampere.fi/ehdokashaku-teknisen-luovuuden-palkinnon-saajaksi-kaynnistyi/
[2] https://businesstampere.com/fi/smarttram-ekosysteemi-tuo-houkuttelevia-ratkaisuja-kestavaan-liikkumiseen-ja-luo-kilpailukykya/
[2] https://www.smartcitiesworld.net/smart-cities-news/smart-cities-news/test-project-shows-how-tamperes-buildings-can-lower-their-carbon-footprint-4686
[2] https://www.tekniikkatalous.fi/uutiset/kumppani-pudottaa-tekoalyn-jalustalta-tekoalyyn-liittyvat-puheet-ovat-niin-korkeissa-sfaareissa/4a5bc992-72ad-4a34-ba04-7e0449ce7b07
[2] https://smarttampere.fi/iot-alustan-ja-ulkovalaistuksen-ohjausjarjestelman-kilpailutus-auki/
[2] https://aiaamu.fi/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212875
[1] https://twitter.com/SmartTampere/status/1185112267135881216
[1] https://smarttampere.fi/smarttram-ekosysteemi-tuo-houkuttelevia-ratkaisuja-kestavaan-liikkumiseen-ja-luo-kilpailukykya/

Top URLs in Tweet in G1:
[2] https://smarttampere.fi/iot-alustan-ja-ulkovalaistuksen-ohjausjarjestelman-kilpailutus-auki/
[2] https://www.smartcitiesworld.net/smart-cities-news/smart-cities-news/test-project-shows-how-tamperes-buildings-can-lower-their-carbon-footprint-4686
[1] https://ec.europa.eu/inea/en/news-events/events/horizon-2020-transport-info-day-0
[1] https://www.youtube.com/watch?v=hfR-9bvqMSk

[1] https://smarttampere.fi/en/safety-and-security-greetings-what-will-happen-next/
[1] https://www.youtube.com/watch?v=oug4ZGqg7LI

[1] https://www.youtube.com/watch?v=irmrv9oStKY

[1] https://smarttampere.fi/tampereen-seudun-tekoalykartoitus-kerro-yrityksesi-tekoalykehityksen-tilasta-ja-toiveista/
[1] https://smarttampere.fi/tampereen-viinikanlahden-kansainvaliseen-ideakilpailuun-57-ehdotusta/
[1] https://smarttampere.fi/en/a-total-of-57-entries-submitted-to-the-viinikanlahti-international-urban-ideas-competition-in-tampere/

Top URLs in Tweet in G2:
[2] https://smarttampere.fi/ehdokashaku-teknisen-luovuuden-palkinnon-saajaksi-kaynnistyi/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212875
[1] https://smarttampere.fi/en/fima-invited-xenomatix-to-demonstrate-their-solid-state-lidar-at-the-tampere-university/
[1] https://www.eventbrite.com/e/ai-hub-tampere-workshop-on-applied-ai-registration-73395859993
[1] https://smarttampere.fi/en/fima-invited-xenomatix-to-demonstrate-their-solid-state-lidar-at-the-tampere-university/#.XaWOsb4KM10.twitter
[1] https://twitter.com/ai_hub_tampere/status/1181962621030948864
[1] https://www.lyyti.fi/questions/3f7613653f
[1] https://www.aiaamu.fi/
[1] https://paper.li/f-1439148590?edition_id=e88a4620-e8ed-11e9-8c91-0cc47a0d164b

Top URLs in Tweet in G3:
[5] https://ec.europa.eu/inea/en/news-events/events/horizon-2020-transport-info-day-0
[1] https://twitter.com/SmartTampere/status/1184786246624841729

Top URLs in Tweet in G4:
[2] https://aiaamu.fi/
[1] https://www.tekniikkatalous.fi/uutiset/kumppani-pudottaa-tekoalyn-jalustalta-tekoalyyn-liittyvat-puheet-ovat-niin-korkeissa-sfaareissa/4a5bc992-72ad-4a34-ba04-7e0449ce7b07
[1] https://twitter.com/kampusklubi/status/1183705148742352896?s=21
[1] https://twitter.com/SmartTampere/status/1182275196817948673

Top URLs in Tweet in G5:
[2] https://businesstampere.com/fi/smarttram-ekosysteemi-tuo-houkuttelevia-ratkaisuja-kestavaan-liikkumiseen-ja-luo-kilpailukykya/
[1] https://twitter.com/AVilhula/status/1179736257548767238
[1] http://stardustproject.eu/news/green-remote-energy-for-finnish-apartment-buildings/
[1] https://twitter.com/SmartTampere/status/1184361045546156035

Top URLs in Tweet in G7:
[1] https://www.vertical.vc/rapidtampere

Top URLs in Tweet in G8:
[1] https://twitter.com/SmartTampere/status/1185112267135881216

Top URLs in Tweet in G9:
[1] https://osaamisbotti.azurewebsites.net
[1] https://www.tampere.fi/tampereen-kaupunki/ajankohtaista/tiedotteet/2019/10/14102019_7.html

Top URLs in Tweet in G10:
[1] https://www.linkedin.com/slink?code=gVRSzNU
[1] https://www.sttinfo.fi/tiedote/vaitos-uuden-kaupunkipolitiikan-aikakausi-oli-valtion-ohjaamaa?publisherId=3747&releaseId=69866252

Top Domains
Top Domains in Tweet in Entire Graph:
[23] smarttampere.fi
[10] twitter.com
[6] europa.eu
[5] businesstampere.com
[3] aiaamu.fi
[3] youtube.com
[2] smartcitiesworld.net
[2] tekniikkatalous.fi
[2] nodexlgraphgallery.org
[1] tuni.fi

Top Domains in Tweet in G1:
[19] smarttampere.fi
[3] youtube.com
[3] businesstampere.com
[3] twitter.com
[2] smartcitiesworld.net
[1] europa.eu
[1] tekniikkatalous.fi
[1] tuni.fi
[1] energiatehokkuussopimukset2017-2025.fi

Top Domains in Tweet in G2:
[4] smarttampere.fi
[2] nodexlgraphgallery.org
[1] eventbrite.com
[1] twitter.com
[1] lyyti.fi
[1] aiaamu.fi
[1] paper.li

Top Domains in Tweet in G3:
[5] europa.eu
[1] twitter.com

Top Domains in Tweet in G4:
[2] aiaamu.fi
[2] twitter.com
[1] tekniikkatalous.fi

Top Domains in Tweet in G5:
[2] businesstampere.com
[2] twitter.com
[1] stardustproject.eu

Top Domains in Tweet in G7:
[1] vertical.vc

Top Domains in Tweet in G8:
[1] twitter.com

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

Top Domains in Tweet in G10:
[1] linkedin.com
[1] sttinfo.fi

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[76] smarttampere
[40] tampere
[16] ai
[14] aimorning
[13] businesstampere
[11] ethics
[9] security
[8] buildings
[8] savings
[8] smart



Top Hashtags in Tweet in G1:
[54] smarttampere
[25] tampere
[8] security
[8] turvallisuussymposium2019
[7] safety
[7] buildings
[7] savings
[7] smart
[5] sustainable
[4] hiilineutraali

Top Hashtags in Tweet in G2:
[16] smarttampere
[11] tampere
[8] businesstampere
[6] digiturvakiertue
[6] vahti
[3] aiaamu
[3] aimorning
[2] ai
[1] fima
[1] smartcities

Top Hashtags in Tweet in G3:
[5] h2020transport
[1] agile
[1] sustainable
[1] 6aika
[1] euregionsweek2019
[1] investeuresearch

Top Hashtags in Tweet in G4:
[10] ai
[10] aimorning
[9] ethics
[1] aiheräämö
[1] aikorahoitus
[1] tekoäly
[1] machinelearning
[1] smarttampere
[1] businesstampere
[1] aiaamu

Top Hashtags in Tweet in G5:
[5] startup
[5] global
[3] tampere
[3] smarttampere
[1] businesstampere
[1] cityiot
[1] 6aika
[1] buildings
[1] savings
[1] smart

Top Hashtags in Tweet in G6:
[4] ic19
[1] smartcities
[1] collaboration

Top Hashtags in Tweet in G7:
[1] rapidtampere
[1] sensortechnology
[1] worksafety
[1] data
[1] safety
[1] security
[1] ecosystem

Top Hashtags in Tweet in G8:
[2] smarttram
[1] digitaltwin
[1] smartcities
[1] smartmobility
[1] simulation
[1] automation

Top Hashtags in Tweet in G9:
[1] tampere

Top Hashtags in Tweet in G10:
[2] smarttampere
[1] turvallisuussymposium
[1] turvallisuus
[1] turvallisuusklusteri
[1] businesstampere
[1] säbää
[1] classic
[1] hermia

Top Words
Top Words in Tweet in Entire Graph:
[169] Words in Sentiment List#1: Positive
[14] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4597] Non-categorized Words
[4780] Total Words
[100] smarttampere
[76] #smarttampere
[69] ja
[42] tampere
[38] smart

Top Words in Tweet in G1:
[54] #smarttampere
[53] smarttampere
[40] ja
[21] tampere
[21] 10
[20] smart
[17] #tampere
[15] security
[12] tamperekaupunki
[12] safety

Top Words in Tweet in G2:
[17] smarttampere
[16] ai
[16] ja
[16] #smarttampere
[11] tampere
[10] #tampere
[9] minna_kinnunen
[8] #businesstampere
[6] morning
[6] kampusklubi

Top Words in Tweet in G3:
[9] eutampere
[7] smarttampere
[5] seuraa
[5] #h2020transport
[4] cities
[4] project
[4] tamperekaupunki
[3] room
[3] full
[3] participants

Top Words in Tweet in G4:
[16] kampusklubi
[11] 1st
[10] #ai
[10] #aimorning
[10] morning
[9] nov
[9] dedicated
[9] very
[9] hot
[9] topic

Top Words in Tweet in G5:
[15] smarttampere
[10] more
[7] ja
[6] cities
[5] tampere
[5] startupweekend
[5] supports
[5] growing
[5] #startup
[5] mindset

Top Words in Tweet in G6:
[6] smart
[4] psdintelligence
[4] growth
[4] smarttampere
[4] #ic19
[3] teppo_rantanen
[3] executive
[3] director
[3] innovation
[3] competitiveness

Top Words in Tweet in G8:
[2] working
[2] together
[2] municipalities
[2] well
[2] research
[2] industry
[2] partners
[2] #smarttram
[2] ecosystem
[2] develop

Top Words in Tweet in G9:
[2] ja

Top Words in Tweet in G10:
[2] #smarttampere

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] smart,city
[12] safety,security
[11] teknisen,luovuuden
[11] luovuuden,palkinnon
[11] #smarttampere,#businesstampere
[11] 1st,nov
[11] kampusklubi,dedicated
[11] dedicated,very
[11] very,hot
[11] hot,topic

Top Word Pairs in Tweet in G1:
[11] safety,security
[8] smart,city
[7] #safety,#security
[7] residential,#buildings
[7] #buildings,achieved
[7] achieved,#savings
[7] #savings,up
[7] up,10
[7] 10,using
[7] using,#smart

Top Word Pairs in Tweet in G2:
[7] #smarttampere,#businesstampere
[6] #digiturvakiertue,#tampere
[6] #tampere,lla
[6] lla,ajankohtaista
[6] ajankohtaista,asiaa
[6] asiaa,digiturvallisuudesta
[6] digiturvallisuudesta,#smarttampere
[6] #smarttampere,#vahti
[5] ai,morning
[5] teknisen,luovuuden

Top Word Pairs in Tweet in G3:
[3] room,full
[3] full,participants
[3] participants,cities
[3] cities,regions
[3] regions,leaders
[3] leaders,addressing
[3] addressing,climate
[3] climate,change
[3] change,session
[3] session,tumuvanhanen

Top Word Pairs in Tweet in G4:
[9] 1st,nov
[9] kampusklubi,dedicated
[9] dedicated,very
[9] very,hot
[9] hot,topic
[9] topic,#ethics
[9] #ethics,#ai
[9] #ai,come
[8] #aimorning,here
[8] here,again

Top Word Pairs in Tweet in G5:
[5] smarttampere,startupweekend
[5] startupweekend,supports
[5] supports,growing
[5] growing,#startup
[5] #startup,mindset
[5] mindset,means
[5] means,growth
[5] growth,seeking
[5] seeking,#global
[5] #global,perspective

Top Word Pairs in Tweet in G6:
[3] teppo_rantanen,executive
[3] executive,director
[3] director,growth
[3] growth,innovation
[3] innovation,competitiveness
[3] competitiveness,smarttampere
[3] smarttampere,speaks
[3] speaks,smart
[3] psd's,tylerhsutton
[3] tylerhsutton,moderating

Top Word Pairs in Tweet in G8:
[2] working,together
[2] together,municipalities
[2] municipalities,well
[2] well,research
[2] research,industry
[2] industry,partners
[2] partners,#smarttram
[2] #smarttram,ecosystem
[2] ecosystem,develop

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@smarttampere
@minna_kinnunen
@kampusklubi
@tampereuni
@tamperekaupunki
@eutampere
@sahkolaitos
@ai_hub_tampere
@psdintelligence
@stardusth2020

Top Mentioned in G1:
@smarttampere
@tampereuni
@tamperekaupunki
@sahkolaitos
@skanskafinland
@stardusth2020
@kampusklubi
@minna_kinnunen
@healthhubtre
@iiuusit

Top Mentioned in G2:
@smarttampere
@minna_kinnunen
@jarkkooksala
@kampusklubi
@ai_hub_tampere
@xenomatix
@eutampere
@psdintelligence
@tampereuni
@rezaghabcheloo

Top Mentioned in G3:
@eutampere
@smarttampere
@tamperekaupunki
@tumuvanhanen
@tampereuni
@ekokumppanit
@pirkanmaan_liit
@businesstre_fi
@energiaviisaat
@ens_tampereuni

Top Mentioned in G4:
@kampusklubi
@minna_kinnunen
@dimecc_fi
@smarttampere
@ai_hub_tampere
@nokia
@aiatampere
@vttfinland
@tekniikkatalous
@pirkanmaan_liit

Top Mentioned in G5:
@smarttampere
@startupweekend
@jari_ikonen
@stardusth2020
@eusmartcities
@minna_kinnunen
@kampusklubi
@sahkolaitos

Top Mentioned in G6:
@psdintelligence
@smarttampere
@teppo_rantanen
@tylerhsutton
@cityofatlanta
@cityofvancouver
@regionofdurham
@iot_events

Top Mentioned in G7:
@sandvikgroup
@kalmarglobal
@carunasuomi
@valmetglobal
@verticalvc
@smarttampere

Top Mentioned in G8:
@mevealtd

Top Mentioned in G9:
@tretyollisyys

Top Tweeters
Top Tweeters in Entire Graph:
@startupsbot
@smartecocity
@fingo_org
@timorainio
@tamperekaupunki
@nokia
@cityofvancouver
@jarkko_moilanen
@helsinki
@villeniinisto

Top Tweeters in G1:
@tamperekaupunki
@helsinki
@sorjonen_fi
@businessfinland
@solitaoy
@visittamperefi
@pitky_ry
@tampereuni
@smartcitiesw
@unilut

Top Tweeters in G2:
@startupsbot
@timorainio
@jarkko_moilanen
@jark
@k2tre
@carlgould
@futurice
@mihkal
@lailabrocker
@blueprint4biz

Top Tweeters in G3:
@villeniinisto
@miapetrakumpula
@hennavirkkunen
@paulikuosmanen
@_mariwalls
@tumuvanhanen
@eutifi
@kuutosaika
@silviamodig
@renovateeurope

Top Tweeters in G4:
@nokia
@huhtelin
@tekniikkatalous
@vttfinland
@helsinkiuni
@evuolli
@aaltouniversity
@suomenakatemia
@pirkanmaan_liit
@dimecc_fi

Top Tweeters in G5:
@smartecocity
@startupweekend
@businesstre_fi
@jeeosch
@niinaimmonen
@eusmartcities
@tribetampere
@stardusth2020
@reunavuorijukka
@jari_ikonen

Top Tweeters in G6:
@cityofvancouver
@regionofdurham
@cityofatlanta
@psdintelligence
@tylerhsutton
@iot_events
@teppo_rantanen

Top Tweeters in G7:
@sandvikgroup
@verticalvc
@businesstampere
@kalmarglobal
@valmetglobal
@carunasuomi

Top Tweeters in G8:
@fingo_org
@mevealtd

Top Tweeters in G9:
@tretyollisyys
@minnavierula

Top Tweeters in G10:
@petrinykanen
@akitapania


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