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BusinessTre_Fi_2019-09-11_00-16-11.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2019
Description:
Description
The graph represents a network of 69 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, 11 September 2019 at 07:16 UTC.

The requested start date was Tuesday, 10 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 12-day, 7-hour, 12-minute period from Wednesday, 28 August 2019 at 06:36 UTC to Monday, 09 September 2019 at 13:48 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 : 69
Unique Edges : 128
Edges With Duplicates : 40
Total Edges : 168
Number of Edge Types : 3
Mentions : 150
Tweet : 14
Replies to : 4
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.168141592920354
Reciprocated Edge Ratio : 0.287878787878788
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 67
Maximum Edges in a Connected Component : 166
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.518139
Graph Density : 0.0281329923273657
Modularity : 0.436845
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://sap.tampere.fi:31443/sap/bc/erecruiting/posting_apply?param=cG9zdF9pbnN0X2d1aWQ9MDA1MDU2QkU2NkE2MUVEOUIyRTM4ODQ0RTQxRURDNTQmY2FuZF90eXBlPQ%3D%3D&sap-client=304&BspClient=304&BspLanguage=FI&rcfContext=001&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.oppimisenuusiaika.fi/tampereen_tapahtumat/yhteiskehittamisen-tuloksia/
[2] https://www.alihankinta.fi/fi/uutinen/alihankinnan-kansainvalistaminen-lahtee-lentoon/
[2] https://businesstampere.com/fi/?event=business-tampere-miniseminaari-how-to-build-an-ecosystem-that-supports-startup-plurality
[2] https://paikat.te-palvelut.fi/tpt/10057292?searchPhrase=Hiedanrannan&&&announced=0&leasing=0&&&&english=false&sort=1
[1] https://twitter.com/businesstre_fi/status/1171030692656046082
[1] https://businesstampere.com/fi/?event=ipr-koulutus-1-4-perusteet-ja-patentit
[1] https://www.lyyti.fi/reg/Seudullinen_Roadshow_YlojarviNokiaPirkkala_6849
[1] https://twitter.com/businesstre_fi/status/1169184633176690689
[1] https://www.kasvuopen.fi/tiedotteet/kasvu-open-top-100-finalistiyritykset-on-valittu

Top URLs in Tweet in G1:
[2] https://businesstampere.com/fi/?event=business-tampere-miniseminaari-how-to-build-an-ecosystem-that-supports-startup-plurality
[2] https://www.oppimisenuusiaika.fi/tampereen_tapahtumat/yhteiskehittamisen-tuloksia/
[1] https://businesstampere.com/fi/tietoa-meista/tarjouspyynnot/tarjouspyynto-digital-innovation-hub-dih-valmistelutyo-ja-fasilitointi/
[1] https://www.tamperelainen.fi/artikkeli/797902-tamperelainen-netflixin-kanssa-ison-sopimuksen-tehnyt-tehostefirma-sai-palkinnon
[1] https://businesstampere.com/fi/?rekry=business-tampere-rekrytoi-asiakkuusvastaava-turvallisuus
[1] https://businesstampere.com/fi/tampere-pirkkala-tarkea-kentta-loistava-sijainti/
[1] https://twitter.com/alihankinta/status/1169488012083912705
[1] https://businesstampere.com/fi/investoinnit/miksi-tampere/yritystietoa-ja-tilastoja-tampereen-kaupunkiseudusta/
[1] https://businesstampere.com/fi/?event=startup-fundraising-workshop
[1] https://www.aamulehti.fi/a/093bb7a8-b8fb-4230-93d1-fd35dddf25e9

Top URLs in Tweet in G2:
[1] https://businesstampere.com/fi/?event=ipr-koulutus-1-4-perusteet-ja-patentit
[1] https://smarttampere.fi/haussa-pirkanmaalaisia-pk-yrityksia-kehittamaan-tietoturvaloukkausharjoitusta/
[1] https://events.tuni.fi/turvallisuussymposium2019/
[1] https://www.healthhub.fi/event/208
[1] https://sap.tampere.fi:31443/sap/bc/erecruiting/posting_apply?param=cG9zdF9pbnN0X2d1aWQ9MDA1MDU2QkU2NkE2MUVEOUIyRTM4ODQ0RTQxRURDNTQmY2FuZF90eXBlPQ%3D%3D&sap-client=304&BspClient=304&BspLanguage=FI&rcfContext=001&utm_source=dlvr.it&utm_medium=twitter
[1] https://ec.europa.eu/inea/en/news-events/events/horizon-2020-transport-info-day-0
[1] https://tem.fi/artikkeli/-/asset_publisher/kasvuhakuisten-pk-yritysten-rahoitusmahdollisuudet-paranevat-finnvera-ja-euroopan-investointirahasto-sopivat-190-milj-euron-rahoituksesta-suomalaisyri

Top URLs in Tweet in G3:
[2] https://www.alihankinta.fi/fi/uutinen/alihankinnan-kansainvalistaminen-lahtee-lentoon/
[1] https://twitter.com/businesstre_fi/status/1171030692656046082
[1] https://www.linkedin.com/company/19151918/

Top URLs in Tweet in G7:
[2] https://paikat.te-palvelut.fi/tpt/10057292?searchPhrase=Hiedanrannan&&&announced=0&leasing=0&&&&english=false&sort=1

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] tampere
[8] startup
[6] smarttampere
[6] businesstampere
[5] venäjä
[5] jätehuolto
[4] pirkanmaa
[4] funding
[4] kovassaseurassa
[4] alihankinta



Top Hashtags in Tweet in G1:
[8] tampere
[6] businesstampere
[5] venäjä
[5] jätehuolto
[4] pirkanmaa
[3] startup
[3] yrittäjänpäivä
[2] itsfactory
[2] startuptampere
[2] kotikenttäetu

Top Hashtags in Tweet in G2:
[5] smarttampere
[3] tampere
[1] ipr
[1] startup
[1] kasvuyritykset
[1] opastamisenekosysteemi
[1] ratina
[1] huuhkajat
[1] cybersecurity
[1] turvallisuusklusteri

Top Hashtags in Tweet in G3:
[4] alihankinta
[3] tampere
[1] kotikenttäetu
[1] tapahtumat
[1] alihankintahub
[1] teollisuus

Top Hashtags in Tweet in G5:
[4] startup
[4] funding
[4] kovassaseurassa

Top Hashtags in Tweet in G6:
[1] kiertotalous
[1] circhubs
[1] 6aika

Top Hashtags in Tweet in G7:
[2] hiedanranta
[1] rekrytointi
[1] toimitusjohtaja
[1] tampere
[1] businesstre_fi

Top Words
Top Words in Tweet in Entire Graph:
[14] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1674] Non-categorized Words
[1688] Total Words
[51] ja
[25] tampere
[23] businesstre_fi
[12] #tampere
[11] 9

Top Words in Tweet in G1:
[27] ja
[9] 9
[7] businesstre_fi
[6] smarttampere
[6] tervetuloa
[6] #businesstampere
[6] t
[6] sen
[5] #tampere
[5] klo

Top Words in Tweet in G2:
[7] ja
[5] ilmoittaudu
[5] #smarttampere
[5] tampereuni
[5] 10
[4] järjestää
[4] eutampere
[3] #tampere
[3] komissio
[3] horisontti

Top Words in Tweet in G3:
[13] ja
[7] alihankinta
[5] kehittyvä
[5] kasvava
[5] tapahtumakaupunki
[5] tarvitsee
[5] oman
[5] kansainvälisen
[5] lentoaseman
[5] sujuvat

Top Words in Tweet in G4:
[13] tampere
[6] region
[6] economic
[6] development
[6] agency
[6] one
[6] partners
[6] leadership
[6] symposium
[6] businesstre_fi

Top Words in Tweet in G5:
[7] finn_will
[7] crazytownoy
[5] tampere
[4] talking
[4] #startup
[4] #funding
[4] lot
[4] experience
[4] #kovassaseurassa
[4] tribetampere

Top Words in Tweet in G6:
[4] suomessa
[4] ja
[3] tänään
[3] tampere
[3] talossa
[3] kestävän
[3] liiketoiminnan
[3] mahdollisuudet
[3] ulkomailla
[3] tilaisuus

Top Words in Tweet in G7:
[2] vielä
[2] pari
[2] päivää
[2] aikaa
[2] hakea
[2] hiedanrannan
[2] kehitys
[2] oy
[2] n
[2] toimitusjohtajaksi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7] tampere,region
[7] region,economic
[7] economic,development
[7] development,agency
[7] agency,one
[7] one,partners
[7] partners,tampere
[7] tampere,leadership
[7] leadership,symposium
[7] symposium,businesstre_fi

Top Word Pairs in Tweet in G1:
[5] #venäjä'n,#jätehuolto
[5] #jätehuolto,ja
[5] ja,sen
[5] sen,mahdollisuudet
[5] mahdollisuudet,herättävät
[5] herättävät,loistavasti
[5] loistavasti,keskustelua
[5] keskustelua,businesstre_fi'n
[5] businesstre_fi'n,seminaarissa
[5] seminaarissa,onneksi

Top Word Pairs in Tweet in G2:
[3] komissio,järjestää
[3] järjestää,horisontti
[3] horisontti,2020
[3] 2020,liikenne
[3] liikenne,infopäivän
[3] infopäivän,7
[3] 7,10
[3] 10,brysselissä
[3] brysselissä,ilmoittaudu
[3] ilmoittaudu,tapahtumaan

Top Word Pairs in Tweet in G3:
[5] kehittyvä,ja
[5] ja,kasvava
[5] kasvava,tapahtumakaupunki
[5] tapahtumakaupunki,tarvitsee
[5] tarvitsee,oman
[5] oman,kansainvälisen
[5] kansainvälisen,lentoaseman
[5] lentoaseman,ja
[5] ja,sujuvat
[5] sujuvat,lentoyhteydet

Top Word Pairs in Tweet in G4:
[6] tampere,region
[6] region,economic
[6] economic,development
[6] development,agency
[6] agency,one
[6] one,partners
[6] partners,tampere
[6] tampere,leadership
[6] leadership,symposium
[6] symposium,businesstre_fi

Top Word Pairs in Tweet in G5:
[4] finn_will,talking
[4] talking,#startup
[4] #startup,#funding
[4] #funding,lot
[4] lot,experience
[4] experience,crazytownoy
[4] crazytownoy,#kovassaseurassa
[4] #kovassaseurassa,tribetampere
[3] kimmorouhiainen,finn_will
[3] finn_will,having

Top Word Pairs in Tweet in G6:
[3] tänään,tampere
[3] tampere,talossa
[3] talossa,kestävän
[3] kestävän,liiketoiminnan
[3] liiketoiminnan,mahdollisuudet
[3] mahdollisuudet,suomessa
[3] suomessa,ja
[3] ja,ulkomailla
[3] ulkomailla,tilaisuus
[3] tilaisuus,keskustelua

Top Word Pairs in Tweet in G7:
[2] vielä,pari
[2] pari,päivää
[2] päivää,aikaa
[2] aikaa,hakea
[2] hakea,hiedanrannan
[2] hiedanrannan,kehitys
[2] kehitys,oy
[2] oy,n
[2] n,toimitusjohtajaksi
[2] toimitusjohtajaksi,#hiedanranta

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@businesstre_fi
@aaltomarja
@smarttampere
@alihankinta
@johtajuussympo1
@crazytownoy
@tampereuni
@finn_will
@pirkanmaan_liit
@eutampere

Top Mentioned in G1:
@businesstre_fi
@smarttampere
@pirkanmaan_liit
@jekapaakkonen
@aaltomarja
@heini_kangas
@alihankinta
@johtajuussympo1
@niinaimmonen
@turkubizregion

Top Mentioned in G2:
@tampereuni
@smarttampere
@businesstre_fi
@eutampere
@tamk_uas
@kolster_fi
@kuutosaika
@businessfinland
@healthhubtre
@tamperekaupunki

Top Mentioned in G3:
@alihankinta
@aaltomarja
@businesstre_fi
@finnairsuomi
@jritamies
@airbaltic

Top Mentioned in G4:
@businesstre_fi
@johtajuussympo1
@tampereuni
@businesstampere
@_mariwalls
@niinaimmonen

Top Mentioned in G5:
@crazytownoy
@finn_will
@tribetampere
@kimmorouhiainen
@businesstre_fi
@caritasavin
@bu
@johtajuussympo1

Top Mentioned in G6:
@topinpuisto
@businesstre_fi
@kiertokaari
@hsy_fi
@circhubs

Top Mentioned in G7:
@hiedanranta

Top Tweeters
Top Tweeters in Entire Graph:
@aamulehti
@moikealta
@tamperekaupunki
@kauppakamari
@businessfinland
@ursulahelsky
@k2tre
@airbaltic
@paulikuosmanen
@svkk_frcc

Top Tweeters in G1:
@aamulehti
@svkk_frcc
@businesstre_fi
@kasvuopen
@niinaimmonen
@tepalvelutpir
@pirkanmaan_liit
@rsiilasmaa
@kipakivilinna
@maritaverne

Top Tweeters in G2:
@tamperekaupunki
@businessfinland
@k2tre
@paulikuosmanen
@tampereuni
@tamk_uas
@eutifi
@kuutosaika
@hanneraikkonen
@smarttampere

Top Tweeters in G3:
@moikealta
@kauppakamari
@airbaltic
@tampereenmessut
@finnairsuomi
@meritmattila
@alihankinta
@aaltomarja
@markus_sjolund
@jritamies

Top Tweeters in G4:
@ursulahelsky
@_mariwalls
@businesstampere
@josahlgren
@harritalonen
@nooravaaraniemi
@johtajuussympo1

Top Tweeters in G5:
@bu
@finn_will
@tribetampere
@kimmorouhiainen
@crazytownoy
@startuptre
@caritasavin

Top Tweeters in G6:
@hsy_fi
@kiertokaari
@pirkkoetelaaho
@topinpuisto
@circhubs

Top Tweeters in G7:
@hiedanranta
@reijovaliharju