BusinessTre_Fi, Twitter, 2/19/2020 6:37:24 PM, 221525


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BusinessTre_Fi_2020-02-19_03-01-34.xlsx
BusinessTre_Fi_2020-02-19_03-01-34.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 19, 2020
Short Description:
BusinessTre_Fi via NodeXL http://bit.ly/32k5KKZ
@businesstre_fi
@ai_hub_tampere
@eutampere
@ambkoukkuronde
@smarttampere
@maritaverne
@tampereuni
@inthubtampere
@tamperekaupunki
@matti_pollari

Top hashtags:
#tampere
#businesstampere
#turvallisuus
#ai
#smarttampere

Description:
Description
The graph represents a network of 77 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, 19 February 2020 at 11:01 UTC.

The requested start date was Wednesday, 19 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 9-day, 3-hour, 37-minute period from Wednesday, 05 February 2020 at 12:22 UTC to Friday, 14 February 2020 at 15:59 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 : 77
Unique Edges : 151
Edges With Duplicates : 32
Total Edges : 183
Number of Edge Types : 4
Mentions : 101
MentionsInRetweet : 74
Tweet : 3
Replies to : 5
Self-Loops : 3
Reciprocated Vertex Pair Ratio : 0.110344827586207
Reciprocated Edge Ratio : 0.198757763975155
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 77
Maximum Edges in a Connected Component : 183
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.866251
Graph Density : 0.027511961722488
Modularity : 0.520649
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 77 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, 19 February 2020 at 11:01 UTC.

The requested start date was Wednesday, 19 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 9-day, 3-hour, 37-minute period from Wednesday, 05 February 2020 at 12:22 UTC to Friday, 14 February 2020 at 15:59 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://kasvuopen.fi/yritystapahtumat/koolla-on-valia-koko-suomelle/tampere/
[1] https://www.youtube.com/watch?v=_atirprpe6k&feature=youtu.be

[1] https://www.vertical.vc/rapidsandvik.html
[1] http://www.paarata.fi
[1] https://h2020-secure-societies-info-day.b2match.io/
[1] https://www.tampere.fi/tampereen-kaupunki/ajankohtaista/tiedotteet/2020/02/04022020_1.html
[1] https://yle.fi/uutiset/3-11184211
[1] https://smarttampere.fi/ai-finland-2020-tapahtuma-vauhdittaa-tekoalyn-yritys-tutkimusyhteistyota-tampereella-22-4/
[1] https://twitter.com/NiinaImmonen/status/1227284288913256450
[1] https://kasvuopen.fi/kasvupolut/pirkanmaan-kasvupolku/

Top URLs in Tweet in G1:
[2] https://kasvuopen.fi/yritystapahtumat/koolla-on-valia-koko-suomelle/tampere/
[1] https://www.youtube.com/watch?v=_atirprpe6k&feature=youtu.be

[1] https://www.youtube.com/watch?v=SliK3nF2V3s&feature=youtu.be

[1] https://businesstampere.com/fi/zodiak-finland-etsii-avustajia-tampereella-kuvattavaan-elokuvaan/
[1] https://twitter.com/pesaperttu/status/1227870020476317696
[1] https://kasvuopen.fi/kasvupolut/pirkanmaan-kasvupolku/
[1] https://www.vertical.vc/rapidsandvik.html
[1] https://twitter.com/kasvuopen/status/1225678271909519361
[1] https://twitter.com/NiinaImmonen/status/1227284288913256450

Top URLs in Tweet in G2:
[1] https://smarttampere.fi/ai-finland-2020-tapahtuma-vauhdittaa-tekoalyn-yritys-tutkimusyhteistyota-tampereella-22-4/
[1] https://smarttampere.fi/ai-hub-tampereen-tyopajoissa-opitaan-konkretian-kautta-seuraava-14-2/
[1] https://www.eventbrite.com/e/ai-hub-tampere-workshop-computer-vision-tickets-91572532911
[1] https://www.eventbrite.com/e/aix-forum-on-intelligent-machines-tickets-90274558635

Top URLs in Tweet in G4:
[1] https://yle.fi/uutiset/3-11184211

Top URLs in Tweet in G5:
[1] http://www.paarata.fi
[1] https://h2020-secure-societies-info-day.b2match.io/
[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 Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] tampere
[7] businesstampere
[7] turvallisuus
[6] ai
[6] smarttampere
[3] kasvu
[3] joinboostsustaineu
[2] päärata
[1] kesätyö
[1] ura



Top Hashtags in Tweet in G1:
[8] tampere
[7] businesstampere
[3] kasvu
[2] smarttampere
[2] turvallisuus
[1] kesätyö
[1] ura
[1] monailona
[1] suomi
[1] smartcity

Top Hashtags in Tweet in G2:
[6] tampere
[5] ai
[4] smarttampere
[1] joinboostsustaineu
[1] turvallisuus
[1] computervision
[1] pytorch
[1] detectron2
[1] neuralnetworks
[1] fima

Top Hashtags in Tweet in G3:
[1] alumnitampere

Top Hashtags in Tweet in G4:
[1] tamk
[1] tampere
[1] turvallisuus
[1] sustainabletravelfinland

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

Top Hashtags in Tweet in G6:
[1] times
[1] talentboost

Top Words
Top Words in Tweet in Entire Graph:
[6] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1090] Non-categorized Words
[1096] Total Words
[39] ja
[24] businesstre_fi
[13] tamperekaupunki
[11] kiitos
[9] kasvuopen

Top Words in Tweet in G1:
[19] ja
[12] businesstre_fi
[11] tamperekaupunki
[9] kasvuopen
[8] mukaan
[7] #businesstampere
[7] mm
[7] niinaimmonen
[6] kaupungin
[5] #tampere

Top Words in Tweet in G2:
[5] #ai
[5] ai_hub_tampere
[4] 2020
[4] #smarttampere
[4] businesstre_fi
[4] ja
[4] feb
[4] ai
[3] smarttampere
[3] save

Top Words in Tweet in G3:
[3] sauerka
[3] haavisto
[3] hiskihaukkala
[3] defencefinland
[3] hybridcoe
[3] tampereuni
[3] tampere
[3] university
[3] rocks
[3] _mariwalls

Top Words in Tweet in G4:
[5] ja
[4] matti_pollari
[4] päivä
[4] kiitos
[3] hieno
[3] särkänniemessä
[3] alueen
[3] ilmastopositiivisen
[3] tiekartan
[3] julkaisun

Top Words in Tweet in G5:
[8] ja
[3] eutampere
[3] tietoa
[3] #turvallisuus
[3] alan
[3] h2020
[3] hauista
[3] 12
[3] 13
[3] 2020

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5] tietoa,#turvallisuus
[5] #turvallisuus,alan
[5] alan,h2020
[5] h2020,hauista
[5] hauista,12
[5] 12,13
[5] 13,2020
[5] 2020,info
[5] info,ja
[5] ja,brokerage

Top Word Pairs in Tweet in G1:
[4] hyvää,keskustelua
[3] koolla,väliä
[3] #tampere,torstaina
[3] torstaina,nähdään
[3] nähdään,ketä
[3] ketä,tulossa
[3] tulossa,pirkanmaanely
[3] pirkanmaanely,businesstre_fi
[3] businesstre_fi,tamperekaupunki
[3] tamperekaupunki,technopolisplc

Top Word Pairs in Tweet in G2:
[3] save,date
[3] date,huhtikuun
[3] huhtikuun,22
[3] 22,päivä
[3] päivä,#tampere'ella
[3] #tampere'ella,järjestetään
[3] järjestetään,kansainvälinen
[3] kansainvälinen,#ai
[3] #ai,finland
[3] finland,2020

Top Word Pairs in Tweet in G3:
[3] sauerka,haavisto
[3] haavisto,hiskihaukkala
[3] hiskihaukkala,defencefinland
[3] defencefinland,hybridcoe
[3] hybridcoe,tampereuni
[3] tampereuni,tampere
[3] tampere,university
[3] university,rocks
[3] rocks,_mariwalls
[2] ambkoukkuronde,sauerka

Top Word Pairs in Tweet in G4:
[3] hieno,päivä
[3] päivä,särkänniemessä
[3] särkänniemessä,alueen
[3] alueen,ilmastopositiivisen
[3] ilmastopositiivisen,tiekartan
[3] tiekartan,julkaisun
[3] julkaisun,merkeissä
[3] merkeissä,ja
[3] ja,loistava
[3] loistava,lahjaidea

Top Word Pairs in Tweet in G5:
[3] tietoa,#turvallisuus
[3] #turvallisuus,alan
[3] alan,h2020
[3] h2020,hauista
[3] hauista,12
[3] 12,13
[3] 13,2020
[3] 2020,info
[3] info,ja
[3] 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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@businesstre_fi
@tamperekaupunki
@tampereuni
@smarttampere
@kasvuopen
@ai_hub_tampere
@niinaimmonen
@eutampere
@balticinstitute
@visittamperefi

Top Mentioned in G1:
@businesstre_fi
@tamperekaupunki
@kasvuopen
@niinaimmonen
@laurilyly
@smarttampere
@pirkanmaanely
@technopolisplc
@tampereuutiset
@pirkkalankunta

Top Mentioned in G2:
@ai_hub_tampere
@businesstre_fi
@smarttampere
@eutampere
@businessfinland
@tem_uutiset
@tamperekaupunki
@etairosai
@tamperetalo
@kampusklubi

Top Mentioned in G3:
@haavisto
@hiskihaukkala
@defencefinland
@hybridcoe
@tampereuni
@_mariwalls
@ambkoukkuronde
@sauerka
@visittam
@visittamperefi

Top Mentioned in G4:
@sarkanniemi
@ekokumppanit
@balticinstitute
@businesstre_fi
@tampereuni
@visittamperefi
@matti_pollari
@sarka
@eutampere

Top Mentioned in G5:
@eutampere
@smarttampere
@businesstre_fi
@pirkanmaan_liit
@polamk
@balticinstitute
@tampereuni
@k2tre
@tamperekaupunki
@aleksijantti

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

Top Tweeters
Top Tweeters in Entire Graph:
@yletampere
@tamperekaupunki
@tampereuutiset
@suomenyrittajat
@businessfinland
@k2tre
@tem_uutiset
@mankami
@kasvuopen
@hiskihaukkala

Top Tweeters in G1:
@tamperekaupunki
@tampereuutiset
@suomenyrittajat
@kasvuopen
@businesstre_fi
@lunettekuukuppi
@verticalvc
@niinaimmonen
@metsogroup
@pirkanmaanely

Top Tweeters in G2:
@businessfinland
@tem_uutiset
@tamperetalo
@businesstampere
@osaajatpiilosta
@smarttampere
@trestartti
@ai_hub_tampere
@tribetampere
@startuplifershq

Top Tweeters in G3:
@yletampere
@hiskihaukkala
@_mariwalls
@tampereuni
@ambkoukkuronde
@himantero
@defencefinland
@sauerka
@haavisto
@hybridcoe

Top Tweeters in G4:
@mankami
@visittamperefi
@anuny
@matti_pollari
@kokkonenesa
@balticinstitute
@sarkanniemi
@ekokumppanit
@sarka

Top Tweeters in G5:
@k2tre
@pirkanmaan_liit
@hanneraikkonen
@aleksijantti
@polamk
@patri_vaquero_
@laurahni
@eutampere
@living_eu

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


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