smarttampere, Twitter, 9/17/2019 7:56:30 AM, 210019


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smarttampere_2019-09-17_00-18-01.xlsx
smarttampere_2019-09-17_00-18-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2019
Short Description:
smarttampere via NodeXL http://bit.ly/305DEEn
@smarttampere
@eutampere
@smartcityexpo
@smartcitiesw
@metsagroup
@hyvansaanaikana
@tamperekaupunki
@petrinykanen
@harri_laihonen
@kuutosaika

Top hashtags:
#smarttampere
#tampere
#data
#smartcities
#ratina
#symposium
#ipr

Description:
Description
The graph represents a network of 153 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, 17 September 2019 at 07:18 UTC.

The requested start date was Monday, 16 September 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 13-day, 12-hour, 42-minute period from Monday, 02 September 2019 at 05:35 UTC to Sunday, 15 September 2019 at 18:18 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 : 153
Unique Edges : 261
Edges With Duplicates : 156
Total Edges : 417
Number of Edge Types : 3
Mentions : 402
Tweet : 8
Replies to : 7
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.111510791366906
Reciprocated Edge Ratio : 0.200647249190939
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 148
Maximum Edges in a Connected Component : 413
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.720689
Graph Density : 0.0132868937048504
Modularity : 0.458105
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1] https://twitter.com/AVilhula/status/1172145699275890688
[1] https://streamfestival.org/
[1] https://smarttampere.fi/datalla-tampere-kestavaksi-ilmoittaudu-innovaatiokilpailuun-7-10-mennessa/
[1] https://twitter.com/Tamperekaupunki/status/1171677524507521024
[1] https://visittampere.fi/en/sauna-capital/
[1] https://smarttampere.fi/en/developing-city-info-screens-with-companies/
[1] https://smarttampere.fi/yritykset-tiiviisti-mukana-infonayttojen-kehittamisessa/
[1] https://smarttampere.fi/yritykset-tiiviisti-mukana-infonayttojen-kehittamisessa/#.XXjt2B4yapQ.twitter
[1] https://smarttampere.fi/en/developing-city-info-screens-with-companies/?fbclid=IwAR1o05sA3fgde2TNXNMX3ZQw6Y0SFp2jCeLJEwK4AY2h8jgUvw44H-Knyus
[1] https://twitter.com/SmartTampere/status/1171322715971756032

Top URLs in Tweet in G1:
[1] https://twitter.com/AVilhula/status/1172145699275890688
[1] https://uutiskirje.smarttampere.fi/
[1] https://newsletter.smarttampere.fi/
[1] https://events.tuni.fi/turvallisuussymposium2019/
[1] https://businesstampere.com/fi/?event=ipr-koulutus-1-4-perusteet-ja-patentit
[1] https://smarttampere.fi/en/the-recognition-of-the-queue-status-in-a-big-event/
[1] https://smarttampere.fi/tampere-events-sovelluksessa-testattiin-sisaanmenoporttien-jonotustilanteen-tunnistamista/
[1] https://smarttampere.fi/vauhtia-kaupin-alueen-kehittamiseen/
[1] https://smarttampere.fi/en/boosting-low-carbon-mobility/
[1] https://smarttampere.fi/yritykset-tiiviisti-mukana-infonayttojen-kehittamisessa/

Top URLs in Tweet in G2:
[1] https://6aika.fi/kestavat-kaupunginosat-tyon-alle-kiertotalouden-kieppi-hanke-kayntiin/
[1] https://tem.fi/artikkeli/-/asset_publisher/kasvuhakuisten-pk-yritysten-rahoitusmahdollisuudet-paranevat-finnvera-ja-euroopan-investointirahasto-sopivat-190-milj-euron-rahoituksesta-suomalaisyri
[1] https://sciencebusiness.net/events/horizon-europe-new-parliament-new-commission-new-agenda
[1] https://twitter.com/scibus/status/1171320524242325506
[1] https://www.digitaltransport.eu/2019
[1] https://europa.eu/regions-and-cities/home_en
[1] https://www.businessfinland.fi/ajankohtaista/uutiset/horisontti2020/2019/sc6-haut/?utm_source=email&utm_medium=email&utm_campaign=Horisontti_29082019
[1] https://www.net4society.eu/en/Societal-Challenge-6-Brokerage-Event-2019-1915.html
[1] https://twitter.com/EUROCITIEStweet/status/1169928970269315072
[1] https://ec.europa.eu/inea/en/news-events/events/horizon-2020-transport-info-day-0

Top URLs in Tweet in G3:
[1] https://twitter.com/SmartCityexpo/status/1168826042192203777

Top URLs in Tweet in G8:
[1] https://www.linkedin.com/slink?code=gfsg75Q
[1] https://www.linkedin.com/slink?code=gkKKhKY

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] smarttampere
[23] tampere
[14] data
[14] smartcities
[11] ratina
[8] symposium
[8] ipr
[8] businesstampere
[8] worldsmartcityawards
[6] urbancarbon



Top Hashtags in Tweet in G1:
[23] smarttampere
[13] data
[10] tampere
[8] ratina
[7] ipr
[6] businesstampere
[6] startup
[6] smartcity
[5] status
[4] yritys

Top Hashtags in Tweet in G2:
[8] tampere
[2] ratina
[2] smarttampere
[1] 6aika
[1] kieppi
[1] kiertotalous
[1] jakamistalous
[1] ilmastonmuutos
[1] hiilineutraalius
[1] kaupungit

Top Hashtags in Tweet in G3:
[8] smartcities
[8] worldsmartcityawards
[1] rt

Top Hashtags in Tweet in G4:
[4] smartcities
[2] smartiotconnect
[1] cities
[1] telcos

Top Hashtags in Tweet in G5:
[5] urbancarbon

Top Hashtags in Tweet in G6:
[1] aimorning
[1] smarttampere

Top Hashtags in Tweet in G7:
[1] kestävätampere

Top Hashtags in Tweet in G8:
[4] research
[4] symposium
[3] kaupunkiturvallisuus
[3] smarttampere
[3] tampere
[2] businesstampere
[2] safetyandsecurity
[1] tapahtumaturvallisuus
[1] security
[1] university

Top Hashtags in Tweet in G9:
[1] kieltenopetus
[1] perusopetus
[1] ammatillinenkoulutus
[1] opetusespoo
[1] smarttampere
[1] keuda

Top Hashtags in Tweet in G10:
[2] tampere
[1] smartcities
[1] huuhkajat
[1] smarttampere
[1] smartguidance
[1] kuutosaika

Top Words
Top Words in Tweet in Entire Graph:
[75] Words in Sentiment List#1: Positive
[6] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3328] Non-categorized Words
[3409] Total Words
[103] smarttampere
[58] ja
[32] #smarttampere
[29] 10
[23] #tampere

Top Words in Tweet in G1:
[50] smarttampere
[28] ja
[23] #smarttampere
[16] yritysten
[15] 10
[13] #data
[11] ilmoittaudu
[11] info
[11] jonotustilanteen
[10] tervetuloa

Top Words in Tweet in G2:
[28] smarttampere
[23] ja
[14] 10
[14] eutampere
[13] tamperekaupunki
[10] 7
[8] #tampere
[8] alueiden
[7] nyt
[7] brysselissä

Top Words in Tweet in G3:
[8] #smartcities
[8] participate
[8] #worldsmartcityawards
[8] smartdocklands
[8] smartcitiesl
[8] igent_smartcity
[8] smarttampere
[7] smartcityexpo
[7] c

Top Words in Tweet in G4:
[7] smarttampere
[6] ecosystem
[5] smartcitiesw
[4] #smartcities
[4] partnership
[4] mobileeurope
[3] informative
[3] panel
[3] discussion
[3] delivering

Top Words in Tweet in G5:
[5] ihamala
[5] kysyi
[5] #urbancarbon
[5] paneelin
[5] asiantuntijoilta
[5] mitä
[5] voisimme
[5] vielä
[5] tehdä
[5] puurakentamisen

Top Words in Tweet in G6:
[2] tampereuni

Top Words in Tweet in G7:
[2] kiitos
[2] keskustelusta
[2] miikkaevesti
[2] senjaforsman
[2] sonjaviljamaa
[2] paulakivim
[2] harjuelli
[2] pellaspaul
[2] tamperekaupunki

Top Words in Tweet in G8:
[5] tampere
[5] petrinykanen
[4] hei
[4] region
[4] 10th
[4] october
[4] check
[4] out
[4] safety
[4] security

Top Words in Tweet in G9:
[4] met
[4] cool
[4] robots
[4] week
[4] karo
[4] dominique
[4] ellinoora
[4] teachers
[4] learning
[4] use

Top Words in Tweet in G10:
[6] events
[4] hyvä
[4] huuhkajat
[4] tampere
[4] sovellus
[4] palvelee
[4] kannatusjoukkoja
[4] sunnuntaina
[4] katso
[4] sovellukselta

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] 7,10
[10] #ratina'n,sisäänmenoporttien
[10] sisäänmenoporttien,jonotustilanteen
[10] jonotustilanteen,tunnistamista
[10] tunnistamista,testattiin
[10] testattiin,maaotteluissa
[10] maaotteluissa,ratkaisu
[10] ratkaisu,toimi
[10] toimi,erinomaisesti
[10] erinomaisesti,tieto

Top Word Pairs in Tweet in G1:
[7] yhteiskehittämistä,tehtäessä
[7] tehtäessä,hyvä
[7] hyvä,olla
[7] olla,perillä
[7] perillä,#ipr
[7] #ipr,asioista
[7] asioista,kolster_fi
[7] kolster_fi,tarjoaa
[7] tarjoaa,syksyn
[7] syksyn,aikana

Top Word Pairs in Tweet in G2:
[8] 7,10
[8] alueiden,ja
[5] smarttampere,#tampere
[5] #tampere,boosts
[5] boosts,low
[5] low,carbon
[5] carbon,mobility
[5] mobility,new
[5] new,project
[5] project,tamperekaupunki

Top Word Pairs in Tweet in G3:
[8] #smartcities,participate
[8] participate,#worldsmartcityawards
[8] #worldsmartcityawards,smartdocklands
[8] smartdocklands,smartcitiesl
[8] smartcitiesl,igent_smartcity
[8] igent_smartcity,smarttampere
[7] smartcityexpo,#smartcities
[7] smarttampere,c

Top Word Pairs in Tweet in G4:
[3] informative,panel
[3] panel,discussion
[3] discussion,smarttampere
[3] smarttampere,delivering
[3] delivering,ecosystem
[3] ecosystem,progress
[3] progress,#smartcities
[3] #smartcities,continues
[3] interesting,views
[3] views,5g

Top Word Pairs in Tweet in G5:
[5] ihamala,kysyi
[5] kysyi,#urbancarbon
[5] #urbancarbon,paneelin
[5] paneelin,asiantuntijoilta
[5] asiantuntijoilta,mitä
[5] mitä,voisimme
[5] voisimme,vielä
[5] vielä,tehdä
[5] tehdä,puurakentamisen
[5] puurakentamisen,edistämiseksi

Top Word Pairs in Tweet in G7:
[2] kiitos,keskustelusta
[2] keskustelusta,miikkaevesti
[2] miikkaevesti,senjaforsman
[2] senjaforsman,sonjaviljamaa
[2] sonjaviljamaa,paulakivim
[2] paulakivim,harjuelli
[2] harjuelli,pellaspaul
[2] pellaspaul,tamperekaupunki

Top Word Pairs in Tweet in G8:
[4] hei,tampere
[4] tampere,region
[4] region,10th
[4] 10th,october
[4] october,check
[4] check,out
[4] out,safety
[4] safety,security
[4] security,#research
[4] #research,#symposium

Top Word Pairs in Tweet in G9:
[4] met,cool
[4] cool,robots
[4] robots,week
[4] week,karo
[4] karo,dominique
[4] dominique,ellinoora
[4] ellinoora,teachers
[4] teachers,learning
[4] learning,use
[4] use,new

Top Word Pairs in Tweet in G10:
[4] hyvä,huuhkajat
[4] huuhkajat,tampere
[4] tampere,events
[4] events,sovellus
[4] sovellus,palvelee
[4] palvelee,kannatusjoukkoja
[4] kannatusjoukkoja,sunnuntaina
[4] sunnuntaina,katso
[4] katso,sovellukselta
[4] sovellukselta,sisäänmenoporttien

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@smarttampere
@tamperekaupunki
@eutampere
@kuutosaika
@tampereuni
@etteplanmore
@kolster_fi
@smartdocklands
@smartcitiesl
@igent_smartcity

Top Mentioned in G1:
@smarttampere
@kuutosaika
@kolster_fi
@etteplanmore
@businesstampere
@avilhula
@visittamperefi
@clearchannelfi
@citynomadi
@geniemfi

Top Mentioned in G2:
@smarttampere
@eutampere
@tamperekaupunki
@tampereuni
@hanneraikkonen
@tuulioinonen
@businesstre_fi
@_mariwalls
@paulikuosmanen
@ajuslin

Top Mentioned in G3:
@smartdocklands
@smartcitiesl
@igent_smartcity
@smarttampere
@smartcityexpo
@c
@citiessharing
@execityfutures
@dallassmartcity
@smartcitybru

Top Mentioned in G4:
@smarttampere
@smartcitiesw
@mobileeurope
@gsthrower
@sikspakki
@platformoftrust
@teppo_rantanen
@elisaoyj
@digigreenwich
@smartlpl

Top Mentioned in G5:
@ihamala
@puutuote
@metsagroup
@mattimikkola
@asuntosaatio
@metsakeskus
@smarttampere
@puuromoottori

Top Mentioned in G6:
@tampereuni
@kampusklubi
@bitwiseoy
@swecofinland
@jarkkooksala
@tamperekaupunki
@smarttampere
@mab_tampereuni

Top Mentioned in G7:
@miikkaevesti
@senjaforsman
@sonjaviljamaa
@paulakivim
@harjuelli
@pellaspaul
@tamperekaupunki
@hyvansaanaikana
@smarttampere

Top Mentioned in G8:
@petrinykanen
@smarttampere

Top Mentioned in G9:
@eliasrobotcom
@keuda

Top Mentioned in G10:
@huuhkajat
@smarttampere
@annijoela
@smartcitiesw

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@rapeka
@neel5
@kortteus
@timorainio
@tamperekaupunki
@dpontarlier
@smartcitiesfeed
@star
@smartcityexpo

Top Tweeters in G1:
@neel5
@kortteus
@timorainio
@star
@naanamar
@businesstre_fi
@visittamperefi
@pitky_ry
@skvark
@businesstampere

Top Tweeters in G2:
@rapeka
@tamperekaupunki
@dpontarlier
@huhtelin
@k2tre
@espooesbo
@paulikuosmanen
@ammaunu
@ritvaasula
@_mariwalls

Top Tweeters in G3:
@robre62
@smartcityexpo
@igent_smartcity
@smartcitybru
@execityfutures
@smartcitiesl
@smartcitieslive
@c
@smartcitypuebla
@_smartmobility

Top Tweeters in G4:
@smartcitiesfeed
@lb_southwark
@mobileeurope
@jonglasco
@elisaoyj
@smartcitiesw
@pirkkolaitinen
@urbanforesight
@digigreenwich
@gsthrower

Top Tweeters in G5:
@tomisalo_metsa
@anttijaarni
@metsagroup
@metsakeskus
@marivaattovaara
@puutuote
@marttiasunta
@puuromoottori
@asuntosaatio
@ihamala

Top Tweeters in G6:
@harri_laihonen
@tampereuni
@mab_tampereuni
@swecofinland
@kampusklubi
@bitwiseoy
@jarkkooksala

Top Tweeters in G7:
@paulakivim
@hyvansaanaikana
@harjuelli
@senjaforsman
@pellaspaul
@miikkaevesti
@sonjaviljamaa

Top Tweeters in G8:
@joelrouvinen
@ai_hub_tampere
@petrinykanen
@heiniwallander
@schulzekatri
@juttaheikkil

Top Tweeters in G9:
@leinonen_mari
@hamminki
@eliasrobotcom
@korpinurmi
@keuda

Top Tweeters in G10:
@huuhkajat
@sikspakki
@markusjoonas
@annijoela
@jonnanyholm


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