smarttampere, Twitter, 8/13/2019 7:47:30 AM, 206611


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smarttampere_2019-08-13_00-13-44.xlsx
smarttampere_2019-08-13_00-13-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Short Description:
smarttampere via NodeXL http://bit.ly/2MVSrdI
@smarttampere
@stardusth2020
@avilhula
@saturnustea
@kuutosaika
@businesstre_fi
@vtt_amheikkila
@kokkonenesa
@eutampere
@tamperekaupunki

Top hashtags:
#smarttampere
#tampere
#eu
#safety
#security
#turvallisuusklusteri

Description:
Description
The graph represents a network of 81 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 Tuesday, 13 August 2019 at 07:13 UTC.

The requested start date was Monday, 12 August 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, 15-hour, 5-minute period from Wednesday, 31 July 2019 at 04:32 UTC to Sunday, 11 August 2019 at 19:38 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 : 81
Unique Edges : 152
Edges With Duplicates : 68
Total Edges : 220
Number of Edge Types : 3
Mentions : 205
Replies to : 4
Tweet : 11
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.157534246575342
Reciprocated Edge Ratio : 0.272189349112426
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 80
Maximum Edges in a Connected Component : 219
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.465552
Graph Density : 0.0260802469135802
Modularity : 0.40797
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://twitter.com/EU_Commission/status/1158735613673332738
[2] https://twitter.com/UIA_Initiative/status/1158710018155393025
[2] https://twitter.com/SmartTampere/status/1158993174427242496
[2] https://twitter.com/SmartTampere/status/1136601276991639552
[1] https://twitter.com/EuTampere/status/1158829929775140864
[1] https://smarttampere.fi/tampereelle-yli-3-miljoonan-eu-rahoitus-kaupunki-ja-tapahtumaturvallisuuden-kehittamiseen/#.XU6BPhKH0TU.twitter
[1] https://europa.eu/rapid/press-release_IP-19-4992_en.htm
[1] https://smarttampere.fi/tampereelle-yli-3-miljoonan-eu-rahoitus-kaupunki-ja-tapahtumaturvallisuuden-kehittamiseen/
[1] https://www.aamulehti.fi/a/6aff7288-fd43-4521-86a5-4f23edae4316
[1] https://www.aamulehti.fi/a/6aff7288-fd43-4521-86a5-4f23edae4316?c=1522737894164

Top URLs in Tweet in G1:
[2] https://twitter.com/UIA_Initiative/status/1158710018155393025
[2] https://twitter.com/SmartTampere/status/1136601276991639552
[1] https://twitter.com/EU_Commission/status/1158735613673332738
[1] https://tamperebusinesslink.com/requests/tarjouspyynt-tekolykartoitus--ai-ekosysteemise-gfmtp7cl
[1] https://tamperebusinesslink.com/requests/seitsems-nopeat-kokeilut-pilottihaku
[1] https://smarttampere.fi/tampere-finland-sovelluksessa-nyt-sahkoinen-kirjastokortti/
[1] https://smarttampere.fi/tampereelle-yli-3-miljoonan-eu-rahoitus-kaupunki-ja-tapahtumaturvallisuuden-kehittamiseen/
[1] https://www.aamulehti.fi/a/6aff7288-fd43-4521-86a5-4f23edae4316
[1] https://www.aamulehti.fi/a/6aff7288-fd43-4521-86a5-4f23edae4316?c=1522737894164
[1] https://twitter.com/Kuutosaika/status/1159352056144171008

Top URLs in Tweet in G2:
[2] https://twitter.com/SmartTampere/status/1158993174427242496
[1] https://twitter.com/EuTampere/status/1158829929775140864
[1] https://twitter.com/EU_Commission/status/1158735613673332738
[1] https://europa.eu/rapid/press-release_IP-19-4992_en.htm

Top URLs in Tweet in G3:
[1] http://stardustproject.eu/news/tampere-plants-the-seeds-of-a-smarter-future/
[1] https://twitter.com/Remourban_EU/status/1157292746056622082
[1] https://twitter.com/elinaseppanen/status/1158695253223845889
[1] https://twitter.com/stardusth2020/status/1159361613268496385

Top URLs in Tweet in G4:
[1] https://twitter.com/EU_Commission/status/1158735613673332738
[1] https://businesstampere.com/fi/tampereelle-yli-3-miljoonan-eu-rahoitus-kaupunki-ja-tapahtumaturvallisuuden-kehittamiseen/
[1] https://www.youtube.com/watch?v=AEwgTHzaLNU&feature=youtu.be


Top URLs in Tweet in G5:
[1] https://www.tuni.fi/fi/ajankohtaista/parvi-droneja-oppii-tekemaan-yhteistyota

Top URLs in Tweet in G6:
[1] https://smarttampere.fi/tampereelle-yli-3-miljoonan-eu-rahoitus-kaupunki-ja-tapahtumaturvallisuuden-kehittamiseen/#.XU6BPhKH0TU.twitter

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[37] smarttampere
[33] tampere
[22] eu
[13] safety
[13] security
[10] turvallisuusklusteri
[9] businesstampere
[5] stardustproject
[4] kirjasto
[4] objectdetection



Top Hashtags in Tweet in G1:
[16] smarttampere
[11] tampere
[11] eu
[6] safety
[6] security
[5] turvallisuusklusteri
[4] objectdetection
[4] kirjasto
[3] artificialintelligence
[3] machinelearning

Top Hashtags in Tweet in G2:
[11] tampere
[10] smarttampere
[8] eu
[5] security
[5] safety
[3] turvallisuusklusteri
[1] sure
[1] urbansecurity
[1] teknologia

Top Hashtags in Tweet in G3:
[4] smartcities
[3] stardustproject
[2] ict
[1] emobility
[1] districtheating
[1] joinstardust
[1] energy
[1] mobility
[1] data

Top Hashtags in Tweet in G4:
[11] tampere
[11] smarttampere
[7] businesstampere
[3] eu
[2] safety
[2] security
[2] turvallisuusklusteri
[1] opastaminen
[1] opastamisenekosysteemi
[1] 6aika

Top Hashtags in Tweet in G5:
[1] apteekkiala
[1] robotisaatio

Top Hashtags in Tweet in G6:
[1] instadefsec
[1] intopalodigital

Top Words
Top Words in Tweet in Entire Graph:
[68] Words in Sentiment List#1: Positive
[1] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1941] Non-categorized Words
[2010] Total Words
[63] smarttampere
[28] #smarttampere
[26] ja
[22] vielä
[22] #eu

Top Words in Tweet in G1:
[21] smarttampere
[15] ja
[13] tampere
[11] #smarttampere
[11] #eu
[11] 3me
[11] ã
[7] tampereelle
[6] #tampere
[6] kiinnostaisiko

Top Words in Tweet in G2:
[16] smarttampere
[12] urban
[8] security
[8] #eu
[8] #smarttampere
[7] project
[7] 3me
[6] tampere's
[6] themed
[6] innovative

Top Words in Tweet in G3:
[6] stardusth2020
[5] smarttampere
[4] local
[4] stakeholders
[4] play
[4] role
[4] building
[4] effective
[4] #smartcities
[4] solutions

Top Words in Tweet in G4:
[19] smarttampere
[13] vielä
[9] #smarttampere
[7] luodaan
[7] nopeiden
[7] kokeilujen
[7] hakukierros
[7] auki
[7] 12
[7] 8

Top Words in Tweet in G5:
[2] älykkäitä
[2] droneja
[2] olisi
[2] kiinnostavaa
[2] testata
[2] monimuotoisen
[2] palvelujärjestelmän
[2] kuten
[2] lääkejakelun
[2] yhteydessä

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14] #tampere'elle,luodaan
[14] luodaan,kaupunkiturvallisuuden
[14] kaupunkiturvallisuuden,kokonaisratkaisu
[14] kokonaisratkaisu,jollaista
[14] jollaista,ei
[14] ei,ole
[14] ole,vielä
[14] vielä,toteutettu
[14] toteutettu,muualla
[12] over,3me

Top Word Pairs in Tweet in G1:
[6] liittyvien,toimijoiden
[6] toimijoiden,kartoitus
[6] kartoitus,ja
[6] ja,tilannekuvan
[6] tilannekuvan,laatiminen
[6] laatiminen,tsekkaa
[6] over,3me
[6] 3me,#eu
[6] #eu,funding
[6] funding,tampere

Top Word Pairs in Tweet in G2:
[6] tampere's,urban
[6] urban,security
[6] security,themed
[6] themed,urban
[6] urban,innovative
[6] innovative,actions
[6] actions,project
[6] project,newly
[6] newly,selected
[6] selected,projects

Top Word Pairs in Tweet in G3:
[4] local,stakeholders
[4] stakeholders,play
[4] play,role
[4] role,building
[4] building,effective
[4] effective,#smartcities
[4] #smartcities,solutions
[4] solutions,read
[4] read,smarttampere's
[4] smarttampere's,story

Top Word Pairs in Tweet in G4:
[7] smarttampere,nopeiden
[7] nopeiden,kokeilujen
[7] kokeilujen,hakukierros
[7] hakukierros,auki
[7] auki,vielä
[7] vielä,12
[7] 12,8
[7] 8,saakka
[7] saakka,#smarttampere
[7] #smarttampere,#businesstampere

Top Word Pairs in Tweet in G5:
[2] älykkäitä,droneja
[2] droneja,olisi
[2] olisi,kiinnostavaa
[2] kiinnostavaa,testata
[2] testata,monimuotoisen
[2] monimuotoisen,palvelujärjestelmän
[2] palvelujärjestelmän,kuten
[2] kuten,lääkejakelun
[2] lääkejakelun,yhteydessä
[2] yhteydessä,roserobotic

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@smarttampere
@tamperekaupunki
@businesstre_fi
@cityiot1
@energiaviisaat
@kuuto
@businesstampere
@petrin
@eutampere

Top Mentioned in G1:
@smarttampere
@ai_hub_tampere
@tamperekaupunki
@businesstre_fi
@tampereuni
@tamk_uas
@businesstampere
@avilhula
@kuutosaika

Top Mentioned in G2:
@smarttampere
@eutampere
@tamperekaupunki
@businesstampere
@petrin
@kokkonenesa
@businesstre_fi
@balticinstitute
@tampereuni

Top Mentioned in G3:
@smarttampere
@stardusth2020
@maaritvehvilai1
@gazzema
@eusmartcities
@smartcitiesscis
@vttfinland
@trentosmart
@pampiru2030
@fmanteca

Top Mentioned in G4:
@smarttampere
@cityiot1
@energiaviisaat
@kuuto
@businesstre_fi
@petrin
@tamperekaupunki
@businesstampere
@heiniwallander

Top Mentioned in G5:
@roserobotic
@itc_tampereuni
@smarttampere
@paulikuosmanen
@helinamelkas
@saturnustea

Top Tweeters
Top Tweeters in Entire Graph:
@aamulehti
@gazzema
@kortteus
@nokia
@tamperekaupunki
@turkukaupunki
@vttfinland
@t
@paulikuosmanen
@manensky

Top Tweeters in G1:
@aamulehti
@kortteus
@nokia
@t
@manensky
@pivipamy
@ppahta
@trekirjasto
@smarttampere
@stobekum

Top Tweeters in G2:
@tamperekaupunki
@businesstampere
@tampereuni
@tamk_uas
@hanneraikkonen
@pirkanmaan_liit
@kokkonenesa
@balticinstitute
@raijalindell
@uia_initiative

Top Tweeters in G3:
@gazzema
@vttfinland
@pamplonairuna
@eusmartcities
@comunetn
@smartcitiesscis
@remourban_eu
@fmanteca
@fitkrub
@trentosmart

Top Tweeters in G4:
@turkukaupunki
@businesstre_fi
@niinaimmonen
@kuutosaika
@tkusciencepark
@beltcb
@seppohaataja
@caritaisomaki
@piipartanen
@minnaspyskaalto

Top Tweeters in G5:
@paulikuosmanen
@saturnustea
@lailabrocker
@itc_tampereuni
@roserobotic
@helinamelkas

Top Tweeters in G6:
@minnaforsberg