@sitrafund, Twitter, 1/25/2020 11:40:17 AM, 220261


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@sitrafund_2020-01-25_03-31-45.xlsx
@sitrafund_2020-01-25_03-31-45.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 25, 2020
Short Description:
@sitrafund via NodeXL http://bit.ly/2RMZ0jM
@sitrafund
@kaikkikoodaa
@alperkulpro
@maripantsar
@lhyssala
@arnaldopellini
@mikaelseppala
@actnoworgin
@akatemia_stn
@samuligloersen

Top hashtags:
#circulareconomy
#ihan
#kiertotalous
#megatrendit2020
#impactstartup

Description:
Description
The graph represents a network of 541 Twitter users whose recent tweets contained "@sitrafund", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 25 January 2020 at 11:32 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 44-minute period from Friday, 17 January 2020 at 08:26 UTC to Saturday, 25 January 2020 at 11:10 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 : 541
Unique Edges : 1092
Edges With Duplicates : 386
Total Edges : 1478
Number of Edge Types : 5
Replies to : 96
Mentions : 596
MentionsInRetweet : 711
Retweet : 60
Tweet : 15
Self-Loops : 15
Reciprocated Vertex Pair Ratio : 0.0367278797996661
Reciprocated Edge Ratio : 0.07085346215781
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 541
Maximum Edges in a Connected Component : 1478
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.703899
Graph Density : 0.00425138632162662
Modularity : 0.561768
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 541 Twitter users whose recent tweets contained "@sitrafund", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 25 January 2020 at 11:32 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 44-minute period from Friday, 17 January 2020 at 08:26 UTC to Saturday, 25 January 2020 at 11:10 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 : TwitterSearch
Graph Term : @sitrafund
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:
[6] https://www.sitra.fi/tapahtumat/missa-mun-data-kansalaisen-digijalki/
[5] https://www.hs.fi/
[5] https://www.sitra.fi/en/events/ihan-tech-check2020/
[2] https://twitter.com/Sisaministerio/status/1220657343702151168
[2] https://www.euractiv.com/section/emissions-trading-scheme/opinion/extending-eu-carbon-market-must-not-hinder-more-urgent-reforms/
[2] https://twitter.com/SitraFund/status/1220646021514047489
[2] https://www.aka.fi/fi/strategisen-tutkimuksen-rahoitus2/materiaalit-ja-tilastot/ratkaisukortit/
[2] https://twitter.com/hsfi/status/1220566820027015168
[2] https://arvoliitto.fi/2020/01/22/arvo-tuo-suomeen-yhteispohjoismaisen-vaikuttavuuskiihdyttamon/
[2] https://www.sitra.fi/artikkelit/8-tapaa-vahvistaa-suomen-ilmastotyota/

Top URLs in Tweet in G1:
[6] https://www.sitra.fi/tapahtumat/missa-mun-data-kansalaisen-digijalki/
[5] https://www.sitra.fi/en/events/ihan-tech-check2020/
[4] https://www.hs.fi/
[2] https://www.sitra.fi/artikkelit/hae-mukaan-tulevaisuuden-uudistajat-kehittajaryhmaan/
[2] https://twitter.com/hsfi/status/1220566820027015168
[2] https://twitter.com/Sisaministerio/status/1220657343702151168
[2] https://twitter.com/SitraFund/status/1220646021514047489
[2] https://twitter.com/2020Nordic/status/1219220173326094336
[1] https://www.sitra.fi/tapahtumat/tienhaarassa-sidosryhmatilaisuus/
[1] https://www.sitra.fi/uutiset/haemme-hankintapaallikkoa/

Top URLs in Tweet in G2:
[1] https://twitter.com/sitrafund/status/1220248655732580353
[1] https://twitter.com/jyrkikatainen/status/1219728862596169729
[1] https://twitter.com/maripantsar/status/1219952095631171584
[1] https://www.hs.fi/
[1] https://ruotuvaki.fi/-/alykellot-varusmiesten-palautumisen-tukena?doAsGroupId=1951245
[1] https://twitter.com/wbcsd/status/1219952970860781568
[1] http://www.renewable-carbon.eu/
[1] https://www.sitra.fi/artikkelit/8-tapaa-vahvistaa-suomen-ilmastotyota/

Top URLs in Tweet in G3:
[1] https://podcasts.apple.com/fi/podcast/mit%C3%A4-megatrendit-kertovat-2020-luvusta/id1241218356?i=1000461487876&l=fi
[1] https://twitter.com/MatthewIles14/status/1220238486613254144
[1] https://www.facebook.com/events/1348131142059273/
[1] https://twitter.com/spectatorindex/status/1218880790039154688
[1] https://www.forbrukerradet.no/undersokelse/no-undersokelsekategori/report-out-of-control/

Top URLs in Tweet in G4:
[1] https://twitter.com/OrsiStn/status/1218118275088994310
[1] https://exponentialroadmap.org/
[1] https://exponentialroadmap.org/wp-content/uploads/2018/09/Exponential-Climate-Action-Roadmap-September-2018.pdf

Top URLs in Tweet in G6:
[1] https://twitter.com/JariLindstrm2/status/1219520207082926091

Top URLs in Tweet in G7:
[1] https://twitter.com/JPeljo/status/1220581873727963136
[1] https://twitter.com/sitrafund/status/1219519221308235776
[1] https://www.euractiv.com/section/emissions-trading-scheme/opinion/extending-eu-carbon-market-must-not-hinder-more-urgent-reforms/
[1] https://www.etla.fi/wp-content/uploads/ETLA-Muistio-Brief-81.pdf

Top URLs in Tweet in G8:
[1] https://twitter.com/mikaelseppala/status/1219177710305583105

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=lq0i6umUQzI


Top URLs in Tweet in G10:
[2] https://www.aka.fi/fi/strategisen-tutkimuksen-rahoitus2/materiaalit-ja-tilastot/ratkaisukortit/
[1] https://twitter.com/hsmattila/status/1220258595297726464
[1] https://www.sitra.fi/aiheet/megatrendit/
[1] https://twitter.com/SitraFund/status/1220248655732580353

Top Domains
Top Domains in Tweet in Entire Graph:
[33] sitra.fi
[27] twitter.com
[6] hs.fi
[3] youtube.com
[2] euractiv.com
[2] ruotuvaki.fi
[2] aka.fi
[2] arvoliitto.fi
[2] yle.fi
[2] exponentialroadmap.org

Top Domains in Tweet in G1:
[30] sitra.fi
[12] twitter.com
[5] hs.fi
[2] yle.fi
[2] youtube.com
[1] ksml.fi
[1] arvoliitto.fi
[1] euractiv.com
[1] rahapaja.fi
[1] helsinkitimes.fi

Top Domains in Tweet in G2:
[4] twitter.com
[1] hs.fi
[1] ruotuvaki.fi
[1] renewable-carbon.eu
[1] sitra.fi

Top Domains in Tweet in G3:
[2] twitter.com
[1] apple.com
[1] facebook.com
[1] forbrukerradet.no

Top Domains in Tweet in G4:
[2] exponentialroadmap.org
[1] twitter.com

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

Top Domains in Tweet in G7:
[2] twitter.com
[1] euractiv.com
[1] etla.fi

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[1] youtube.com

Top Domains in Tweet in G10:
[2] twitter.com
[2] aka.fi
[1] sitra.fi

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[78] circulareconomy
[37] ihan
[25] kiertotalous
[19] megatrendit2020
[17] impactstartup
[16] megatrendit
[14] hiilineutraali
[13] mydata
[11] tulevaisuus
[11] kestäväterveys



Top Hashtags in Tweet in G1:
[35] ihan
[16] kiertotalous
[12] hiilineutraali
[12] mydata
[10] megatrendit2020
[9] circulareconomy
[7] megatrendit
[6] fairdataeconomy
[6] wef2020
[5] missämundata

Top Hashtags in Tweet in G2:
[64] circulareconomy
[5] wef2020
[5] tienhaarassa
[5] wef20
[5] kiertotalous
[3] ilmastonmuutos
[2] davos
[2] ihan
[1] maripantsar
[1] ilmastoangsti

Top Hashtags in Tweet in G3:
[9] kestäväterveys
[7] megatrendit2020
[5] sote
[1] strategia
[1] toimeenpano
[1] dare2flame
[1] johtaminen
[1] valta
[1] educa2020
[1] keatäväterveys

Top Hashtags in Tweet in G4:
[3] exponentialroadmap
[3] sdgs
[1] climaterio
[1] climateactivist
[1] climatebreakdown
[1] ecologicalbreakdown
[1] saveplanet
[1] waterpollution
[1] theresnoplanetb
[1] savethewildlife

Top Hashtags in Tweet in G6:
[3] kansanedustaja
[2] puhe
[1] valtiosihteeri
[1] eduskunta
[1] yliopisto

Top Hashtags in Tweet in G7:
[5] educa2020
[2] euets
[2] osaamisenaika
[1] elinikäinen
[1] jatkuva
[1] oppiminen
[1] greendeal
[1] hiilineutraali
[1] kiertotalous
[1] circulareconomy

Top Hashtags in Tweet in G10:
[7] strateginentutkimus
[7] megatrendit
[3] proteiinipiilaakso
[3] ratkaisujatieteestä
[1] ratkaisukortit
[1] biokaasu
[1] kiertotalous

Top Words
Top Words in Tweet in Entire Graph:
[167] Words in Sentiment List#1: Positive
[58] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[12370] Non-categorized Words
[12595] Total Words
[380] sitrafund
[157] ja
[79] #circulareconomy
[76] more
[76] solutions

Top Words in Tweet in G1:
[112] sitrafund
[74] ja
[44] #ihan
[30] community
[29] 28
[29] miten
[25] news
[23] 2020
[21] #kiertotalous
[20] vielä

Top Words in Tweet in G2:
[89] sitrafund
[66] maripantsar
[65] #circulareconomy
[59] #wef20
[52] more
[34] climate
[34] change
[29] society
[29] director
[28] solutions

Top Words in Tweet in G3:
[21] mdufva
[19] sitrafund
[13] #kestäväterveys
[12] #megatrendit2020
[10] ja
[10] kun
[9] abbvie
[9] soste10
[9] yths_fin
[8] tehy_ry

Top Words in Tweet in G4:
[8] sthlmresilience
[8] sitrafund
[5] wwf
[4] futureearth
[3] #exponentialroadmap
[3] likes
[3] offers
[3] hope
[3] reason
[3] stay

Top Words in Tweet in G5:
[3] businessfinland
[3] sitrafund
[3] ja
[2] tyttitup
[2] sirpa_paatero
[2] valtionkehitys
[2] yrityksiltä

Top Words in Tweet in G6:
[22] sitrafund
[12] lhyssala
[10] ja
[8] jounib
[6] mikaeljungner
[6] puoluetuen
[5] että
[5] juuri
[4] myös
[4] ei

Top Words in Tweet in G7:
[17] sitrafund
[10] eu
[9] liandersson
[8] emission
[8] trading
[8] scheme
[7] vgraichen
[7] oekoinstitut
[7] risks
[7] extending

Top Words in Tweet in G8:
[7] sitrafund
[4] opsigov
[4] arjaterho
[4] civiccatalyst
[4] marikatammeaid
[4] lakotipelto
[4] mikaelseppala
[3] ja
[3] tommitchell_kic
[2] climatekic

Top Words in Tweet in G9:
[44] solutions
[24] sitrafund
[24] cifor
[22] hrh
[22] prince
[22] wales
[22] places
[22] circular
[22] bioeconomy
[22] forestry

Top Words in Tweet in G10:
[14] sitrafund
[10] #ratkaisujatieteestä
[10] biburesearch
[9] ja
[9] #strateginentutkimus
[9] #megatrendit
[9] jännitettä
[7] lisää
[6] ratkoo
[6] huoltosuhde

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[58] climate,change
[31] economic,model
[28] #circulareconomy,recycling
[28] recycling,maripantsar
[28] maripantsar,director
[28] director,sitrafund
[28] sitrafund,explains
[28] explains,much
[28] much,more
[28] more,economic

Top Word Pairs in Tweet in G1:
[13] tech,check
[12] #hiilineutraali,#kiertotalous
[11] tule,kuulolle
[11] miten,tehdään
[11] tehdään,suomesta
[11] suomesta,#hiilineutraali
[11] #kiertotalous,kokosimme
[11] kokosimme,parhaat
[11] parhaat,ratkaisut
[11] ratkaisut,yhteen

Top Word Pairs in Tweet in G2:
[34] climate,change
[27] economic,model
[26] #circulareconomy,recycling
[26] recycling,maripantsar
[26] maripantsar,director
[26] director,sitrafund
[26] sitrafund,explains
[26] explains,much
[26] much,more
[26] more,economic

Top Word Pairs in Tweet in G3:
[6] tervetuloa,tutuseura'n
[6] tutuseura'n,tilaisuuteen
[6] tilaisuuteen,tampereelle
[6] tampereelle,2020
[6] 2020,keskustelemaan
[6] keskustelemaan,tulevaisuuteen
[6] tulevaisuuteen,vaikuttavista
[6] vaikuttavista,kehityskuluista
[6] kehityskuluista,jännitteistä
[6] jännitteistä,ja

Top Word Pairs in Tweet in G4:
[3] #exponentialroadmap,likes
[3] likes,futureearth
[3] futureearth,wwf
[3] wwf,sitrafund
[3] sitrafund,sthlmresilience
[3] sthlmresilience,offers
[3] offers,hope
[3] hope,reason
[3] reason,stay
[3] stay,positive

Top Word Pairs in Tweet in G5:
[2] tyttitup,sirpa_paatero
[2] businessfinland,valtionkehitys
[2] valtionkehitys,sitrafund

Top Word Pairs in Tweet in G6:
[7] jounib,sitrafund
[4] hilkkao,mikaeljungner
[4] mikaeljungner,sitrafund
[4] sitrafund,lhyssala
[3] kansanvallan,peruskorjaus
[3] uudistukset,jo
[3] jo,alkaneet
[3] lhyssala,jounib
[2] mikaeljungner,puoluetuen
[2] puoluetuen,lisäyskö

Top Word Pairs in Tweet in G7:
[8] eu,emission
[8] emission,trading
[8] trading,scheme
[7] extending,eu
[5] ministeri,liandersson
[5] liandersson,kertoo
[5] kertoo,#educa2020'ssa
[5] #educa2020'ssa,oppivelvollisuusuudistuksen
[5] oppivelvollisuusuudistuksen,perustuvan
[5] perustuvan,sille

Top Word Pairs in Tweet in G8:
[4] opsigov,arjaterho
[4] arjaterho,civiccatalyst
[4] civiccatalyst,marikatammeaid
[4] marikatammeaid,lakotipelto
[3] lakotipelto,sitrafund
[3] mikaelseppala,opsigov
[2] sitrafund,climatekic
[2] more,questions

Top Word Pairs in Tweet in G9:
[24] sitrafund,cifor
[22] hrh,prince
[22] prince,wales
[22] wales,places
[22] places,circular
[22] circular,bioeconomy
[22] bioeconomy,forestry
[22] forestry,based
[22] based,solutions
[22] solutions,center

Top Word Pairs in Tweet in G10:
[9] sitrafund,#megatrendit
[9] #megatrendit,jännitettä
[6] #strateginentutkimus,ratkoo
[6] ratkoo,sitrafund
[6] jännitettä,huoltosuhde
[6] huoltosuhde,vs
[6] vs,hyvinvointivaltion
[6] hyvinvointivaltion,ylläpitäminen
[6] ylläpitäminen,#ratkaisujatieteestä
[6] #ratkaisujatieteestä,löytyy

Top Replied-To
Top Replied-To in Entire Graph:
@sitrafund
@maripantsar
@lhyssala
@jyrkikatainen
@jssr
@leenamanner
@hilkkao
@jonathanwnv
@mikaeljungner
@pinjaryky

Top Replied-To in G1:
@sitrafund
@jssr
@leenamanner
@trendipetteri
@sara_peltola
@maripantsar
@hannaseimola
@juhanilohikoski
@kokki_saatana
@maijapaikkala

Top Replied-To in G2:
@maripantsar
@jyrkikatainen
@sitrafund
@veeraheinonen
@bvedgerton
@covestro
@jyrkikasvi

Top Replied-To in G3:
@sitrafund
@mdufva
@jukkavahti

Top Replied-To in G4:
@nature

Top Replied-To in G5:
@hl_hemming
@terolahtinen

Top Replied-To in G6:
@lhyssala
@hilkkao
@mikaeljungner
@ljaakonsaari
@suviannesiimes
@jarilindstrm2
@sirkka_anttila
@hikaheimo
@pojuj

Top Replied-To in G7:
@pinjaryky
@temakinen
@sitrafund
@miiapaakkanen

Top Replied-To in G8:
@mikaelseppala
@dhofstetter_x
@pinjaparkkonen
@pirettonurist

Top Replied-To in G10:
@sitrafund

Top Mentioned
Top Mentioned in Entire Graph:
@sitrafund
@maripantsar
@cifor
@wbcsd
@bellser48
@andyheald
@forestsmatter
@bbi2020
@mdufva
@nieminenkalle

Top Mentioned in G1:
@sitrafund
@podehaye
@tamk_uas
@jennalahdemaki_
@hsfi
@opetushallitus
@datafundproject
@jssr
@hikaheimo
@maripantsar

Top Mentioned in G2:
@sitrafund
@maripantsar
@wbcsd
@wef
@jyrkikatainen
@wef_2020
@circleeconomy
@ksmlfi
@pekkamervola
@clc_fi

Top Mentioned in G3:
@sitrafund
@mdufva
@abbvie
@soste10
@yths_fin
@tehy_ry
@laakariliitto
@tutuseura
@hyvinvointiala
@tmerikanto

Top Mentioned in G4:
@sthlmresilience
@sitrafund
@wwf
@futureearth
@petermesserli
@krichardsonc
@inrae_intl
@robertlepenies
@nresearchnews
@naturesustainab

Top Mentioned in G5:
@businessfinland
@sitrafund
@tyttitup
@sirpa_paatero
@valtionkehitys
@lindaliukas
@tanelitikka
@ipaananen
@villepeltola
@kati_sulin

Top Mentioned in G6:
@sitrafund
@jounib
@lhyssala
@mikaeljungner
@mariaohisalo
@kirsipimia
@sisaministerio
@piianoora
@petaistohelena
@ristomurto

Top Mentioned in G7:
@sitrafund
@liandersson
@vgraichen
@oekoinstitut
@ohaanpera
@euractiv
@eaenergyeu
@mikkonenkrista
@katrikulmuni
@marinsanna

Top Mentioned in G8:
@sitrafund
@opsigov
@arjaterho
@civiccatalyst
@marikatammeaid
@lakotipelto
@climatekic
@tommitchell_kic
@mikaelseppala
@salla_nurminen

Top Mentioned in G9:
@sitrafund
@cifor
@bellser48
@andyheald
@forestsmatter
@bbi2020
@europeanforest

Top Mentioned in G10:
@sitrafund
@biburesearch
@cctutkimus
@wipconsortium
@titaconsortium
@roserobotic
@jyufood
@core_stn
@paloresearch
@bemine_project

Top Tweeters
Top Tweeters in Entire Graph:
@wwf
@anselmonadir
@rapeka
@caring_mobile
@asterathmaria
@mtvuutiset
@wef
@lzankereu
@energiatutka
@lightifyco1

Top Tweeters in G1:
@rapeka
@caring_mobile
@asterathmaria
@hsfi
@suvikunnas
@marksimpkins
@kortteus
@pauliinamakela
@juhanilohikoski
@maxiimi

Top Tweeters in G2:
@wef
@lzankereu
@energiatutka
@lightifyco1
@scieducation1
@takakosuomessa
@ksmlfi
@jyrkikasvi
@eu_commission
@ipeltonen

Top Tweeters in G3:
@millahavanka
@ismokainulainen
@japi999
@paivinerg
@kalehto
@tehy_ry
@jukkavahti
@mdufva
@sannalauslahti
@soste10

Top Tweeters in G4:
@wwf
@nrdc
@ecowatch
@climategroup
@foe_us
@350
@oceana
@ecolabs
@envdefensefund
@earthjustice

Top Tweeters in G5:
@villetolvanen
@villepeltola
@satulap
@terolahtinen
@petterij
@businessfinland
@noste
@slushhq
@sirpa_paatero
@tanelitikka

Top Tweeters in G6:
@hilkkao
@jussikarki
@timohaapala
@jarkkowahrn
@lappalainen4
@mikaeljungner
@quuquu
@suviannesiimes
@mariaohisalo
@pojuj

Top Tweeters in G7:
@euractiv
@liandersson
@marinsanna
@eaenergyeu
@mikkonenkrista
@anna_maja
@etlanews
@janrosenow
@quentingenard
@katrikulmuni

Top Tweeters in G8:
@gquaggiotto
@marikatammeaid
@climatekic
@mikaelseppala
@lakotipelto
@unioulu
@arnaldopellini
@jason_pe
@tommitchell_kic
@demoshelsinki

Top Tweeters in G9:
@anselmonadir
@andyheald
@edrojasbr
@cifor
@lpuerto
@paulbrannenne
@cadolles
@marcpalahi
@europeanforest
@bellser48

Top Tweeters in G10:
@allyouthkaikki
@uniofjyvaskyla
@outi_pakarinen
@titaconsortium
@akatemia_stn
@hakapaa
@hanna_wass
@ollikan
@wipconsortium
@milsaari