BusinessTre_Fi, Twitter, 2/13/2020 10:56:21 AM, 221053


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BusinessTre_Fi_2020-02-12_03-01-33.xlsx
BusinessTre_Fi_2020-02-12_03-01-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 13, 2020
Short Description:
BusinessTre_Fi via NodeXL http://bit.ly/31OtS82
@businesstre_fi
@ai_hub_tampere
@eutampere
@tamperekaupunki
@deloittefinland
@smarttampere
@maritaverne
@nooravaaraniemi
@tamperebf
@inthubtampere

Top hashtags:
#tamperebf
#tampere
#fast50
#businesstampere
#teollisuus

Description:
Description
The graph represents a network of 123 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 Wednesday, 12 February 2020 at 11:01 UTC.

The requested start date was Wednesday, 12 February 2020 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, 5-hour, 5-minute period from Wednesday, 29 January 2020 at 14:00 UTC to Tuesday, 11 February 2020 at 19:05 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 : 123
Unique Edges : 258
Edges With Duplicates : 301
Total Edges : 559
Number of Edge Types : 4
MentionsInRetweet : 309
Replies to : 8
Mentions : 233
Tweet : 9
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.149501661129568
Reciprocated Edge Ratio : 0.260115606936416
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 123
Maximum Edges in a Connected Component : 559
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.691652
Graph Density : 0.023057443689191
Modularity : 0.292374
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 123 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 Wednesday, 12 February 2020 at 11:01 UTC.

The requested start date was Wednesday, 12 February 2020 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, 5-hour, 5-minute period from Wednesday, 29 January 2020 at 14:00 UTC to Tuesday, 11 February 2020 at 19:05 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://businesstampere.com/fi/kasvuyritysten-juhlaa-tampereella/
[2] https://www.linkedin.com/slink?code=gdZD9Wr
[2] https://yle.fi/uutiset/3-11177452
[2] https://kasvuopen.fi/yritystapahtumat/koolla-on-valia-koko-suomelle/tampere/
[2] https://twitter.com/businesstre_fi/status/1222864586984038400
[1] https://www.vertical.vc/rapidsandvik.html
[1] https://www.sttinfo.fi/tiedote/tampere-business-forum-haastaa-pirkanmaan-tekemaan-teollisuuden-tulevaisuutta-yhdessa?publisherId=54555086&releaseId=69873879
[1] https://areena.yle.fi/1-50434566?utm_medium=social&utm_campaign=areena-ios-share&utm_source=twitter-share
[1] http://www.paarata.fi
[1] https://h2020-secure-societies-info-day.b2match.io/

Top URLs in Tweet in G1:
[2] https://twitter.com/businesstre_fi/status/1222864586984038400
[2] https://kasvuopen.fi/yritystapahtumat/koolla-on-valia-koko-suomelle/tampere/
[2] https://www.linkedin.com/slink?code=gdZD9Wr
[1] https://www.vertical.vc/rapidsandvik.html
[1] https://www.youtube.com/watch?v=SliK3nF2V3s&feature=youtu.be

[1] https://twitter.com/DeloitteFinland/status/1222836861116276742
[1] https://www.sttinfo.fi/tiedote/tampere-region-business-explorer-uusi-tehokas-online-datatyokalu-investointien-houkutteluun?publisherId=54555086&releaseId=69873784
[1] https://twitter.com/AkiraRopo/status/1223156907193618432
[1] https://www.vertical.vc/site/rapidtampere/
[1] https://businesstampere.com/fi/rapid-tampere-houkutteli-mukaan-295-huipputeknologiayritysta-45-maasta/

Top URLs in Tweet in G2:
[1] https://twitter.com/NiinaImmonen/status/1227284288913256450
[1] http://smarttampere.fi/tampere-smart-city-week/tampere-business-forum/

Top URLs in Tweet in G3:
[1] https://businesstampere.com/fi/kasvuyritysten-juhlaa-tampereella/
[1] https://www2.deloitte.com/fi/fi/pages/technology-media-and-telecommunications/articles/Technology-Fast-50.html?id=fi:2sm:3tw:4FiFast50::6abt:20200129140000::3079376537&utm_source=tw&utm_campaign=FiFast50&utm_content=abt&utm_medium=social&linkId=81394565
[1] https://www2.deloitte.com/fi/fi/pages/technology-media-and-telecommunications/articles/Technology-Fast-50.html?id=fi:2sm:3tw:4FiFast50::6abt:20200130110000::3083461822&utm_source=tw&utm_campaign=FiFast50&utm_content=abt&utm_medium=social&linkId=81441532
[1] https://www2.deloitte.com/fi/fi/pages/technology-media-and-telecommunications/articles/Technology-Fast-50-companies.html?id=fi:2sm:3tw:4FiFast50::6abt:20200123134900::3057802694&utm_source=tw&utm_campaign=FiFast50&utm_content=abt&utm_medium=social&linkId=81109918
[1] https://yle.fi/uutiset/3-11177452
[1] https://businesstampere.com/fi/tietoa-meista/tarjouspyynnot/kaupunki-ja-tapahtumaturvallisuuden-asiantuntijapalvelut/
[1] https://smarttampere.fi/ai-hub-tampereen-tyopajoissa-opitaan-konkretian-kautta-seuraava-14-2/
[1] https://www.aamulehti.fi/a/7033f2f6-bfef-42e6-ade0-bf2d344d7241

Top URLs in Tweet in G4:
[1] https://www.eventbrite.com/e/ai-hub-tampere-workshop-computer-vision-tickets-91572532911
[1] https://businesstampere.com/fi/?event=aix-forum-for-intelligent-machines
[1] https://www.eventbrite.com/e/aix-forum-on-intelligent-machines-tickets-90274558635

Top URLs in Tweet in G5:
[1] http://www.paarata.fi
[1] https://h2020-secure-societies-info-day.b2match.io/
[1] https://blockpool.eu
[1] https://ec.europa.eu/programmes/horizon2020/en/news/launch-last-horizon-2020-call-proposals-eic-pathfinder-fet-innovation-launchpad
[1] https://www.tampere.fi/tampereen-kaupunki/ajankohtaista/tiedotteet/2020/02/04022020_1.html

Top URLs in Tweet in G6:
[1] https://twitter.com/LindemanLaura/status/1224718097246052352

Top URLs in Tweet in G7:
[1] https://www.suoratyo.fi/blogs/suoratyo-sijoittui-kasvavien-teknologiayritysten-fast50-listalle

Top Domains
Top Domains in Tweet in Entire Graph:
[7] twitter.com
[5] businesstampere.com
[4] linkedin.com
[3] yle.fi
[3] kasvuopen.fi
[3] deloitte.com
[2] vertical.vc
[2] sttinfo.fi
[2] eventbrite.com
[2] smarttampere.fi

Top Domains in Tweet in G1:
[5] twitter.com
[4] linkedin.com
[3] kasvuopen.fi
[2] vertical.vc
[2] sttinfo.fi
[2] businesstampere.com
[2] yle.fi
[1] youtube.com
[1] investintamperefinland.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] smarttampere.fi

Top Domains in Tweet in G3:
[3] deloitte.com
[2] businesstampere.com
[1] yle.fi
[1] smarttampere.fi
[1] aamulehti.fi

Top Domains in Tweet in G4:
[2] eventbrite.com
[1] businesstampere.com

Top Domains in Tweet in G5:
[1] paarata.fi
[1] b2match.io
[1] blockpool.eu
[1] europa.eu
[1] tampere.fi

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] suoratyo.fi

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[54] tamperebf
[36] tampere
[33] fast50
[21] businesstampere
[14] teollisuus
[12] smarttampere
[9] tscw2020
[8] rapidtampere
[7] turvallisuus
[7] muutos



Top Hashtags in Tweet in G1:
[21] businesstampere
[18] tamperebf
[15] tampere
[6] fast50
[6] teollisuus
[5] tscw2020
[4] smarttampere
[3] rapidtampere
[3] smartmindtrek
[3] päärata

Top Hashtags in Tweet in G2:
[32] tamperebf
[6] perhe
[6] muutos
[5] tampere
[5] ttgasket
[5] historia
[5] arvot
[5] teollisuus
[4] fast50
[4] rapidtampere

Top Hashtags in Tweet in G3:
[20] fast50
[8] tampere
[7] smarttampere
[4] tscw2020
[2] teollisuus
[2] tamperebf
[2] wolt
[2] framery
[2] smartmindtrek
[1] kasvuyritys

Top Hashtags in Tweet in G4:
[7] tampere
[1] computervision
[1] pytorch
[1] detectron2
[1] neuralnetworks
[1] ai
[1] fima
[1] intelligentmachines

Top Hashtags in Tweet in G5:
[4] turvallisuus
[4] joinboostsustaineu
[1] päärata
[1] turvallisuusklusteri

Top Hashtags in Tweet in G6:
[1] times
[1] talentboost
[1] tulevaisuus
[1] tamperebf
[1] internationaltampere

Top Hashtags in Tweet in G7:
[3] fast50
[1] kasvu
[1] innovaatiot

Top Hashtags in Tweet in G8:
[1] työllisyys
[1] teollisuus
[1] tampere
[1] manse
[1] tamperebf

Top Words
Top Words in Tweet in Entire Graph:
[57] Words in Sentiment List#1: Positive
[3] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3901] Non-categorized Words
[3961] Total Words
[144] ja
[79] businesstre_fi
[67] tamperekaupunki
[54] #tamperebf
[47] tampere

Top Words in Tweet in G1:
[31] ja
[21] #businesstampere
[20] tamperekaupunki
[18] #tamperebf
[11] #tampere
[10] businesstre_fi
[8] k2tre
[7] tampereen
[7] 2020
[6] #fast50

Top Words in Tweet in G2:
[55] ja
[37] businesstre_fi
[34] tamperekaupunki
[34] tampere
[32] #tamperebf
[28] k2tre
[28] business
[22] tamperebf
[15] laurilyly
[15] forum

Top Words in Tweet in G3:
[41] ja
[22] businesstre_fi
[20] #fast50
[13] fast
[13] 50
[12] deloittefinland
[11] technology
[11] tamperekaupunki
[10] smallgiantgames
[9] unikieinc

Top Words in Tweet in G4:
[11] ai
[8] feb
[8] ai_hub_tampere
[8] aix
[8] forum
[7] #tampere
[7] startups
[7] ahoy
[7] invited
[7] network

Top Words in Tweet in G5:
[13] ja
[6] eutampere
[5] 2020
[4] tietoa
[4] #turvallisuus
[4] alan
[4] h2020
[4] hauista
[4] 12
[4] 13

Top Words in Tweet in G6:
[3] nyt
[3] ja
[3] tampereuni
[2] hankkeet
[2] lähestyvät
[2] loppuaan
[2] mutta
[2] useat
[2] hankkeissa
[2] kehitetyt

Top Words in Tweet in G7:
[3] sijoittui
[3] nopeimmin
[3] kasvavien
[3] teknologiayritysten
[3] #fast50
[3] listalle
[3] olen
[3] porukastamme
[3] upeita
[3] asiakkaitamme

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] tampere,business
[19] business,forum
[18] fast,50
[16] businesstre_fi,tamperekaupunki
[15] pormestari,laurilyly
[14] #tamperebf,k2tre
[14] professori,pertti
[14] pertti,haapala
[13] technology,fast
[13] pirkanmaan,teollisuuden

Top Word Pairs in Tweet in G1:
[5] #tamperebf,#businesstampere
[5] k2tre,tamperekaupunki
[4] tampere,business
[4] businesstre_fi,tamperekaupunki
[3] #tamperebf,k2tre
[3] #fast50,listan
[3] koolla,väliä
[3] #tampere,torstaina
[3] torstaina,nähdään
[3] nähdään,ketä

Top Word Pairs in Tweet in G2:
[28] tampere,business
[15] business,forum
[11] pormestari,laurilyly
[11] #tamperebf,k2tre
[11] businesstre_fi,tamperekaupunki
[11] professori,pertti
[11] pertti,haapala
[10] k2tre,businesstre_fi
[8] tamperekaupunki,businesstre_fi
[8] pirkanmaan,teollisuuden

Top Word Pairs in Tweet in G3:
[13] fast,50
[11] technology,fast
[6] #fast50,businesstre_fi
[6] teknisen,luovuuden
[6] luovuuden,palkinnon
[5] small,giant
[4] teppo_rantanen,avaa
[4] avaa,#tampere'en
[4] #tampere'en,raatihuoneella
[4] raatihuoneella,deloittefinland'n

Top Word Pairs in Tweet in G4:
[8] aix,forum
[7] #tampere,startups
[7] startups,ahoy
[7] ahoy,invited
[7] invited,network
[7] network,ai
[7] ai,experts
[7] experts,aix
[7] forum,intelligent
[7] intelligent,machines

Top Word Pairs in Tweet in G5:
[4] tietoa,#turvallisuus
[4] #turvallisuus,alan
[4] alan,h2020
[4] h2020,hauista
[4] hauista,12
[4] 12,13
[4] 13,2020
[4] 2020,info
[4] info,ja
[4] ja,brokerage

Top Word Pairs in Tweet in G6:
[2] nyt,hankkeet
[2] hankkeet,lähestyvät
[2] lähestyvät,loppuaan
[2] loppuaan,mutta
[2] mutta,useat
[2] useat,hankkeissa
[2] hankkeissa,kehitetyt
[2] kehitetyt,palvelut
[2] palvelut,ja
[2] ja,mallit

Top Word Pairs in Tweet in G7:
[3] sijoittui,nopeimmin
[3] nopeimmin,kasvavien
[3] kasvavien,teknologiayritysten
[3] teknologiayritysten,#fast50
[3] #fast50,listalle
[3] listalle,olen
[3] porukastamme,upeita
[3] upeita,asiakkaitamme
[2] suoratyö,sijoittui
[2] olen,ylpeä

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@businesstre_fi
@tamperekaupunki
@k2tre
@tamperebf
@deloittefinland
@smarttampere
@laurilyly
@unikieinc
@antti2603
@smallgiantgames

Top Mentioned in G1:
@tamperekaupunki
@businesstre_fi
@k2tre
@smarttampere
@laurilyly
@deloittefinland
@nooravaaraniemi
@unikieinc
@verticalvc
@tamperebf

Top Mentioned in G2:
@businesstre_fi
@tamperekaupunki
@k2tre
@tamperebf
@laurilyly
@antti2603
@unikieinc
@smarttampere
@smallgiantgames
@tampereuni

Top Mentioned in G3:
@businesstre_fi
@tamperekaupunki
@deloittefinland
@unikieinc
@smarttampere
@smallgiantgames
@deloitte
@jaakkostenhall
@woltapp
@teppo_rantanen

Top Mentioned in G4:
@ai_hub_tampere
@businesstre_fi
@kampusklubi
@fcai_fi
@tribetampere
@startuplifershq
@trestartups
@trestartti
@osaajatpiilosta
@trestartuphub

Top Mentioned in G5:
@eutampere
@businesstre_fi
@smarttampere
@tampereuni
@pirkanmaan_liit
@k2tre
@polamk
@balticinstitute
@seppohaataja
@itc_tampereuni

Top Mentioned in G6:
@tampereuni
@businesstre_fi
@maritaverne
@mervialho
@uusitehdas
@hiddengemsfinl1
@inthubtampere
@tretyollisyys
@tepalvelutpir
@pertti_haapala

Top Mentioned in G7:
@suoratyo
@janilaat
@deloittefinland
@tamperekaupunki
@businesstre_fi

Top Mentioned in G8:
@nooravaaraniemi
@busi

Top Tweeters
Top Tweeters in Entire Graph:
@aamulehti
@pvesterbacka
@tamperekaupunki
@timorainio
@tampereuutiset
@kauppakamari
@suomenyrittajat
@akiraropo
@antti2603
@deloitte

Top Tweeters in G1:
@tampereuutiset
@akiraropo
@kasvuopen
@pivipamy
@businesstre_fi
@lunettekuukuppi
@tamperetalo
@pirkanmaanely
@mindtrek_
@technopolisplc

Top Tweeters in G2:
@tamperekaupunki
@timorainio
@kauppakamari
@suomenyrittajat
@antti2603
@k2tre
@verticalvc
@tampereuni
@niinaimmonen
@laurilyly

Top Tweeters in G3:
@aamulehti
@pvesterbacka
@deloitte
@businesstampere
@sakaripaloviita
@kallekyllonen
@jaakkostenhall
@smarttampere
@deloittefinland
@woltapp

Top Tweeters in G4:
@pitky_ry
@osaajatpiilosta
@trestartti
@ictfinland
@ai_hub_tampere
@tribetampere
@startuplifershq
@bijuthank
@oliverhussey
@kampusklubi

Top Tweeters in G5:
@pirkanmaan_liit
@hanneraikkonen
@aleksijantti
@polamk
@balticinstitute
@patri_vaquero_
@laurahni
@itc_tampereuni
@ajuslin
@eutampere

Top Tweeters in G6:
@lindemanlaura
@tepalvelutpir
@inthubtampere
@maritaverne
@tretyollisyys
@mervialho
@hiddengemsfinl1
@pertti_haapala
@uusitehdas

Top Tweeters in G7:
@suoratyo
@janilaat
@heidi_heikkila

Top Tweeters in G8:
@tomisalo_metsa
@busi