#dataeconomy, Twitter, 11/24/2019 6:26:47 PM, 217190


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#dataeconomy Twitter NodeXL SNA Map and Report for sunnuntai, 24 marraskuuta 2019 at 18.23 UTC
#dataeconomy Twitter NodeXL SNA Map and Report for sunnuntai, 24 marraskuuta 2019 at 18.23 UTC
From:
mihkal
Uploaded on:
November 24, 2019
Short Description:
#dataeconomy via NodeXL http://bit.ly/2KOVvGU
@lvmfi
@chidambara09
@dataeconomy
@ursbolt
@theeconomist
@maijaronka
@betolive
@streamr
@informationage
@eu2019fi

Top hashtags:
#dataeconomy
#eu2019fi
#data
#dataeconomy2019
#bigtech
#dataexchange
#axa
#money
#banking

Description:
Description
The graph represents a network of 248 Twitter users whose recent tweets contained "#dataeconomy", 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 Sunday, 24 November 2019 at 18:25 UTC.

The tweets in the network were tweeted over the 9-day, 6-hour, 57-minute period from Friday, 15 November 2019 at 11:18 UTC to Sunday, 24 November 2019 at 18:16 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 : 248
Unique Edges : 390
Edges With Duplicates : 303
Total Edges : 693
Number of Edge Types : 4
Mentions : 410
Retweet : 186
Tweet : 88
Replies to : 9
Self-Loops : 88
Reciprocated Vertex Pair Ratio : 0,043778801843318
Reciprocated Edge Ratio : 0,0838852097130243
Connected Components : 33
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 54
Maximum Edges in a Connected Component : 281
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2,210543
Graph Density : 0,00739519394018545
Modularity : 0,574656
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 248 Twitter users whose recent tweets contained "#dataeconomy", 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 Sunday, 24 November 2019 at 18:25 UTC.

The tweets in the network were tweeted over the 9-day, 6-hour, 57-minute period from Friday, 15 November 2019 at 11:18 UTC to Sunday, 24 November 2019 at 18:16 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 : #dataeconomy
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://twitter.com/lvmfi/status/1197140286746628096
[5] https://data-economy.com/serverfarm-supports-nvidias-artificial-intelligence-data-centre-play/
[5] https://www.yang2020.com/blog/regulating-technology-firms-in-the-21st-century/
[4] https://data-economy.com/googles-curie-cable-ready-to-transmit/
[4] https://data-economy.com/dell-technologies-race-towards-a-50-50-gender-split-of-its-global-workforce-by-2030/
[3] https://www.linkedin.com/slink?code=d_GXbfg
[3] https://data-economy.com/amazon-now-appeals-10bn-jedi-contract-award-to-microsoft/
[3] https://twitter.com/lvmfi/status/1197437375380504581
[3] https://www.lvm.fi/en/-/high-level-conference-brings-together-experts-in-data-economy-1022884
[3] https://www.businesswire.com/news/home/20191120005493/fr

Top URLs in Tweet in G1:
[6] https://twitter.com/lvmfi/status/1197140286746628096
[3] https://impulssilvm.fi/2019/11/21/eurooppa-ansaitsee-ihmislahtoisen-ja-oikeudenmukaisen-datatalouden/
[3] https://www.lvm.fi/en/-/high-level-conference-brings-together-experts-in-data-economy-1022884
[3] https://twitter.com/lvmfi/status/1197437375380504581
[2] https://eu2019.fi/en/article/-/asset_publisher/laura-vilkkonen-eurooppa-ansaitsee-ihmislahtoisen-ja-oikeudenmukaisen-datatalouden
[1] https://api.hankeikkuna.fi/asiakirjat/2d0f4123-e651-4874-960d-5cc3fac319b6/3b0ad494-bb45-419b-8853-786754d1b287/LIITE_20191009135505.pdf
[1] https://impulssilvm.fi/2019/09/06/common-rules-for-the-data-economy/
[1] http://eu2019.fi/en/article/-/a%E2%80%A6
[1] https://www.lvm.fi/-/korkean-tason-konferenssi-kokoaa-yhteen-datatalouden-asiantuntijat-1022868
[1] https://api.hankeikkuna.fi/asiakirjat/2d0f4123-e651-4874-960d-5cc3fac319b6/55e0b3f6-8d82-4730-b1a1-209ad818ba39/LIITE_20191016122807.pdf

Top URLs in Tweet in G2:
[5] https://data-economy.com/serverfarm-supports-nvidias-artificial-intelligence-data-centre-play/
[4] https://data-economy.com/googles-curie-cable-ready-to-transmit/
[4] https://data-economy.com/dell-technologies-race-towards-a-50-50-gender-split-of-its-global-workforce-by-2030/
[3] https://www.linkedin.com/slink?code=d_GXbfg
[3] https://data-economy.com/amazon-now-appeals-10bn-jedi-contract-award-to-microsoft/
[2] http://out.faveeo.com/?url=https://data-economy.com/the-future-of-retail-is-a-blended-experience/&vertical=it-trends&lang=en&family=en
[2] https://data-economy.com/new-data-centre-in-east-africa-strikes-major-connectivity-deal/
[2] https://data-economy.com/worldwide-public-cloud-revenues-predicted-to-grow-by-17-in-2020-to-266-4bn/
[2] https://data-economy.com/france-and-germany-outline-its-plan-to-boost-european-cloud-computing-sector/
[2] https://data-economy.com/ai-iot-blockchain-and-5g-in-aggregate-to-drive-721bn-in-revenue-per-annum-report/

Top URLs in Tweet in G3:
[5] https://www.yang2020.com/blog/regulating-technology-firms-in-the-21st-century/
[1] https://outlierventures.io/research/diffusion-2019-overview-of-presentations-talks-and-workshops/
[1] https://www.youtube.com/watch?v=ewyql_W0HfE&feature=youtu.be&t=3050

[1] https://radicalxchangeberlin.splashthat.com/
[1] https://twitter.com/RadxChange/status/1197795838451425280
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.oceanprotocol.com%2Fhow-to-monetize-tokenize-data-8f860e405773
[1] https://www.youtube.com/watch?v=ewyql_W0HfE&feature=youtu.be&t=307

[1] https://www.youtube.com/watch?v=ewyql_W0HfE&feature=youtu.be&t=1351

[1] https://www.youtube.com/watch?v=ewyql_W0HfE&feature=youtu.be&t=4436

[1] http://static1.1.sqspcdn.com/static/f/454091/28219814/1574285715230/rxc.pdf?token=nmz0F8VDCYoNe3zWbOYjR7Gu16Q%3D

Top URLs in Tweet in G4:
[1] https://www.economist.com/finance-and-economics/2019/11/21/big-tech-takes-aim-at-the-low-profit-retail-banking-industry
[1] https://www.thebanker.com/Comment-Profiles/Editor-s-Blog/Am-I-smart-enough-to-sell-my-data

Top URLs in Tweet in G5:
[3] https://www.snowflake.com/blog/4-tips-on-starting-your-data-monetization-journey/
[2] https://techerati.com/features-hub/opinions/ceo-qa-how-weather-source-uses-snowflake-data-exchange-to-share-climate-data-faster/
[1] https://www.un.org/development/desa/dpad/wp-content/uploads/sites/45/publication/FTQ_1_Jan_2019.pdf?utm_sq=g93qr7itvq
[1] http://modulardata.co/?utm_sq=g93pvq438g
[1] https://techerati.com/features-hub/opinions/ceo-qa-how-weather-source-uses-snowflake-data-exchange-to-share-climate-data-faster/?utm_sq=g8vahca5t5
[1] https://www.ft.com/content/cbef0cb8-ee5f-11e9-a55a-30afa498db1b?utm_sq=g8vfoljldh
[1] https://www.linkedin.com/pulse/data-6th-vital-sign-healthcare-michael-spencer-/?utm_sq=g8vq47fc68

Top URLs in Tweet in G6:
[3] https://www.businesswire.com/news/home/20191120005493/fr
[3] https://www.dawex.com/en/about/events/scewc-barcelona-2019/
[2] https://www.businesswire.com/news/home/20191120005492/en/Dawex-Data-Exchange-Technology-Brings-Sustainable-Future
[1] https://www.dawex.com/en/product/

Top URLs in Tweet in G8:
[1] https://blogs.oracle.com/spain/oracle-muestra-al-sector-tur%C3%ADstico-espa%C3%B1ol-el-camino-hacia-la-econom%C3%ADa-del-dato-y-de-la-experiencia
[1] https://twitter.com/SSteinbuss/status/1195280108166225920
[1] https://link.medium.com/QaMTAzWcD1
[1] https://www.nytimes.com/interactive/2019/09/23/opinion/data-privacy-jaron-lanier.html
[1] https://www.linkedin.com/slink?code=g8Pak8f
[1] https://www.linkedin.com/posts/andrea-geyer-scholz-scc_moonshot-launching-a-unified-european-data-activity-6603281746731634689-vDq5
[1] https://demyst.com/product/
[1] http://data-economy.com/grc-and-amax-t

Top URLs in Tweet in G9:
[1] https://bit.ly/2OTvUzi?utm_campaign=Fair%20data%20economy&utm_content=104107804&utm_medium=social&utm_source=twitter&hss_channel=tw-90382118
[1] https://data-economy.sitra.fi/blog/5-fair-data-economy-tips-for-marketing-managers?utm_content=104075021&utm_medium=social&utm_source=twitter&hss_channel=tw-90382118
[1] https://bit.ly/2nLFxov?utm_campaign=Fair%20data%20economy&utm_content=103442128&utm_medium=social&utm_source=twitter&hss_channel=tw-90382118

Top Domains
Top Domains in Tweet in Entire Graph:
[77] data-economy.com
[16] twitter.com
[12] linkedin.com
[7] youtube.com
[5] impulssilvm.fi
[5] businesswire.com
[5] yang2020.com
[4] faveeo.com
[4] lvm.fi
[4] smh.re

Top Domains in Tweet in G1:
[12] twitter.com
[5] impulssilvm.fi
[4] eu2019.fi
[4] lvm.fi
[4] smh.re
[3] youtube.com
[2] hankeikkuna.fi

Top Domains in Tweet in G2:
[76] data-economy.com
[7] linkedin.com
[4] faveeo.com
[2] information-age.com

Top Domains in Tweet in G3:
[5] yang2020.com
[4] youtube.com
[1] outlierventures.io
[1] splashthat.com
[1] twitter.com
[1] medium.com
[1] sqspcdn.com

Top Domains in Tweet in G4:
[1] economist.com
[1] thebanker.com

Top Domains in Tweet in G5:
[3] techerati.com
[3] snowflake.com
[1] un.org
[1] modulardata.co
[1] ft.com
[1] linkedin.com

Top Domains in Tweet in G6:
[5] businesswire.com
[4] dawex.com

Top Domains in Tweet in G8:
[2] linkedin.com
[1] oracle.com
[1] twitter.com
[1] medium.com
[1] nytimes.com
[1] demyst.com
[1] data-economy.com

Top Domains in Tweet in G9:
[2] bit.ly
[1] sitra.fi

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[213] dataeconomy
[44] eu2019fi
[40] data
[32] dataeconomy2019
[14] bigtech
[14] dataexchange
[14] axa
[13] money
[13] banking
[13] tickettothefuture



Top Hashtags in Tweet in G1:
[58] dataeconomy
[43] eu2019fi
[32] dataeconomy2019
[12] datatalous
[12] datatalous2019
[4] data
[3] humancentric
[2] helsinki
[1] dataeconony2019
[1] datataous

Top Hashtags in Tweet in G2:
[84] dataeconomy
[9] bigdata
[6] google
[5] data
[5] cloud
[5] aws
[5] nvidia
[4] cio
[4] itnews
[4] subseacable

Top Hashtags in Tweet in G3:
[8] diffusion2019
[5] mustread
[4] dataeconomy
[2] blockchain
[1] crypto
[1] berlintech
[1] pubsub
[1] dataunions
[1] mids
[1] radicalxchange

Top Hashtags in Tweet in G4:
[13] data
[13] bigtech
[12] money
[12] banking
[2] personaldata
[2] dataeconomy
[1] bigdata
[1] gafa
[1] banks

Top Hashtags in Tweet in G5:
[10] dataeconomy
[3] datamonetization
[3] yourdatanolimits
[2] ceo
[1] modulardata
[1] datadriven
[1] dataexchange
[1] datagovernance
[1] africa
[1] ai

Top Hashtags in Tweet in G6:
[13] dataexchange
[10] dataeconomy
[6] opendata
[4] scewc19
[3] selfdriving
[2] cities
[2] smartcities
[1] automobile
[1] datamarketplace
[1] power

Top Hashtags in Tweet in G7:
[15] data
[14] axa
[13] tickettothefuture
[13] insurance
[8] mobility
[3] dataeconomy
[2] dataownership
[2] pgm9
[2] iot
[2] blockchain

Top Hashtags in Tweet in G8:
[12] dataeconomy
[2] datascience
[2] analytics
[1] datos
[1] oracleturismo19
[1] infrastructure
[1] europe
[1] values
[1] gaiax
[1] datarights

Top Hashtags in Tweet in G9:
[4] dataeconomy
[3] ihan
[1] fair
[1] trust

Top Hashtags in Tweet in G10:
[2] dataeconomy
[1] scewc19
[1] dataprotection
[1] 5gia
[1] brussels
[1] data
[1] smartcities

Top Words
Top Words in Tweet in Entire Graph:
[266] Words in Sentiment List#1: Positive
[52] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8051] Non-categorized Words
[8369] Total Words
[342] #dataeconomy
[225] data
[85] #eu2019fi
[69] #dataeconomy2019
[59] lvmfi

Top Words in Tweet in G1:
[110] #dataeconomy
[83] #eu2019fi
[69] data
[69] #dataeconomy2019
[59] lvmfi
[57] helsinki
[52] conference
[42] economy
[42] vilkkonen
[40] ja

Top Words in Tweet in G2:
[93] #dataeconomy
[44] data
[35] centre
[14] cloud
[11] #bigdata
[11] 50
[10] google
[7] #cloud
[6] #data
[6] africa

Top Words in Tweet in G3:
[29] data
[18] #dataeconomy
[12] #blockchain
[9] streamr
[8] jonathan
[8] wolff
[8] explaining
[8] allows
[8] monetise
[8] #diffusion2019

Top Words in Tweet in G4:
[13] #data
[13] #bigtech
[13] #personaldata
[13] #dataeconomy
[12] silicon
[12] valley
[12] giants
[12] #money
[12] taking
[12] low

Top Words in Tweet in G5:
[24] data
[18] #dataeconomy
[7] exchange
[7] snowflakedb
[6] tips
[5] economy
[5] insight
[5] put
[5] powerful
[5] hands

Top Words in Tweet in G6:
[18] #dataexchange
[15] #dataeconomy
[12] dawexdata
[8] data
[6] #opendata
[6] hall
[6] p2
[6] stand
[6] #scewc19
[5] day

Top Words in Tweet in G7:
[20] #axa
[15] #data
[15] driven
[15] data
[15] ownership
[15] platform
[15] thanks
[15] event
[15] #dataeconomy
[13] premiomarzotto

Top Words in Tweet in G8:
[12] #dataeconomy
[6] data
[2] #datascience
[2] #analytics
[2] win
[2] european
[2] centre

Top Words in Tweet in G9:
[13] data
[13] #dataeconomy
[12] transparency
[12] customer
[10] read
[10] blog
[10] #ihan
[8] think
[6] more
[6] experience

Top Words in Tweet in G10:
[6] data
[3] martel_innovate
[3] #dataeconomy
[2] economic
[2] asset
[2] economy
[2] success
[2] need
[2] tp
[2] bring

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[50] data,economy
[40] #dataeconomy,#dataeconomy2019
[37] #dataeconomy2019,#eu2019fi
[36] 25,26
[35] data,centre
[33] laura,vilkkonen
[31] next,week
[31] conference,helsinki
[23] high,level
[21] #blockchain,#dataeconomy

Top Word Pairs in Tweet in G1:
[40] data,economy
[40] #dataeconomy,#dataeconomy2019
[37] #dataeconomy2019,#eu2019fi
[36] 25,26
[33] laura,vilkkonen
[31] next,week
[31] conference,helsinki
[23] high,level
[19] 26,11
[18] fair,people

Top Word Pairs in Tweet in G2:
[33] data,centre
[6] #dataeconomy,#google
[5] data,centres
[5] #dataeconomy,#aws
[5] serverfarm,supports
[5] supports,nvidia's
[5] nvidia's,artificial
[5] artificial,intelligence
[5] intelligence,data
[5] centre,play

Top Word Pairs in Tweet in G3:
[8] jonathan,wolff
[8] wolff,explaining
[8] explaining,streamr
[8] streamr,allows
[8] allows,monetise
[8] monetise,data
[8] data,#diffusion2019
[8] #diffusion2019,watch
[8] watch,full
[8] full,presentation

Top Word Pairs in Tweet in G4:
[12] silicon,valley
[12] valley,giants
[12] giants,#data
[12] #data,#money
[12] #money,#bigtech
[12] #bigtech,taking
[12] taking,low
[12] low,profit
[12] profit,retail
[12] retail,#banking

Top Word Pairs in Tweet in G5:
[7] data,exchange
[5] insight,data
[5] exchange,put
[5] put,powerful
[5] powerful,data
[5] data,hands
[5] hands,those
[5] those,need
[5] need,fast
[5] fast,snowflakedb

Top Word Pairs in Tweet in G6:
[9] #dataexchange,#dataeconomy
[6] hall,p2
[5] p2,stand
[5] stand,403
[4] #opendata,#dataexchange
[4] day,smartcityexpo
[4] data,circulation
[3] véhicules,autonomes
[3] dawexdata,met
[3] met,disposition

Top Word Pairs in Tweet in G7:
[15] data,ownership
[15] ownership,platform
[13] premiomarzotto,#axa
[13] #tickettothefuture,#data
[13] #data,driven
[13] driven,#insurance
[13] #iot,#blockchain
[13] #blockchain,#dataeconomy
[9] #dataeconomy,#dataownership
[7] proud,winner

Top Word Pairs in Tweet in G8:
[2] #datascience,#analytics
[2] european,#dataeconomy
[2] data,centre

Top Word Pairs in Tweet in G9:
[6] transparency,transparency
[6] #ihan,#dataeconomy
[6] customer,experience
[4] think,fair
[4] fair,data
[4] data,economy
[4] economy,zero
[4] zero,sum
[4] sum,game
[4] game,think

Top Word Pairs in Tweet in G10:
[2] data,economic
[2] economic,asset
[2] asset,data
[2] data,economy
[2] economy,success
[2] success,need
[2] need,tp
[2] tp,bring
[2] bring,back
[2] back,data

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lvmfi
@eu2019fi
@mydataorg
@vilkkonen
@vmuutiset
@okmfi
@theeconomist
@premiomarzotto
@rangerj
@riikkakatariina

Top Mentioned in G1:
@lvmfi
@eu2019fi
@mydataorg
@vilkkonen
@vmuutiset
@okmfi
@rangerj
@riikkakatariina
@2019igf
@mrautavirta

Top Mentioned in G2:
@dataeconomy
@informationage
@bigdata_ldn
@zdnetfr
@itsocial_fr
@la_quotidienne
@theeconomist
@networkrail
@gcpcloud

Top Mentioned in G3:
@streamr
@andrewyang
@brucepon
@m_t_prewitt
@shivmalik
@swashapp
@pujalight
@trentmc0

Top Mentioned in G4:
@theeconomist
@briancaplen
@thebanker

Top Mentioned in G5:
@snowflakedb
@weather_source
@the_techerati
@mike_k_spencer
@linkedin
@un
@financialtimes
@jamescorme

Top Mentioned in G6:
@dawexdata
@smartcityexpo
@lusinedigitale
@businessfrance
@llafaye
@onlylyon
@grandlyon
@seb_picardat
@api_agro

Top Mentioned in G7:
@premiomarzotto
@startupautobahn
@tsystemscom

Top Mentioned in G9:
@markuskalliola
@jsinipuro

Top Mentioned in G10:
@martel_innovate
@fiware
@ahlefiware
@dsmeu
@ngi4eu
@violaroberto
@orchestracities

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@vivmilano
@livemint
@financialtimes
@heikkiojala
@femtech_
@theeconomist
@faznet
@networkrail
@thenationaluae

Top Tweeters in G1:
@heikkiojala
@e_rawlins
@karounos
@valtioneuvosto
@paivinerg
@lvmfi
@digime
@vmuutiset
@kwihlman
@anna_jokela

Top Tweeters in G2:
@chidambara09
@femtech_
@networkrail
@wynandbooysen
@vajjker12
@zdnetfr
@informationage
@imhealthy_2015
@dataeconomy
@tech_journalism

Top Tweeters in G3:
@shivmalik
@jamie247
@insidenima
@edendhaliwal
@andrewyang
@betolive
@trentmc0
@oviohq
@cryptonormand
@brucepon

Top Tweeters in G4:
@theeconomist
@ursbolt
@erkanguntore
@corix_jc
@corixpartners
@cgledhill
@transform_sec
@von_grau
@thebanker
@asangoio

Top Tweeters in G5:
@financialtimes
@yuukifushimi
@un
@kentgraziano
@mike_k_spencer
@linkedin
@snowflakedb
@weather_source
@osenatorov
@snowflakezach

Top Tweeters in G6:
@urbansqr
@smartcityexpo
@businessfrance
@lusinedigitale
@grandlyon
@onlylyon
@annemarieidrac
@dawexdata
@ijoulot
@api_agro

Top Tweeters in G7:
@vivmilano
@databytz
@tsystemscom
@italia_startup
@ivanpivirotto
@premiomarzotto
@mitotechnology
@ecosteer
@antonionardella
@startupautobahn

Top Tweeters in G8:
@mightycasey
@oracle_es
@leisurchilidog3
@grekulanssi
@archimate
@demystdata
@rbamert
@arionair89
@bricscyber
@myclimateservic

Top Tweeters in G9:
@sitrafund
@jsinipuro
@kivelaantti
@heli_nen
@markuskalliola
@tiharkonen
@miranupponen
@saara_malkamaki
@mjalavisto

Top Tweeters in G10:
@dsmeu
@fiware
@moniquecalisti
@ngi4eu
@martel_innovate
@violaroberto
@albena_antonova
@orchestracities
@ahlefiware


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