datasteward, Twitter, 9/26/2019 3:35:03 PM, 211087


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datasteward_2019-09-26_08-31-13.xlsx
datasteward_2019-09-26_08-31-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 26, 2019
Short Description:
datasteward via NodeXL http://bit.ly/2ntMUQY
@fairsfair_eu
@fdmhildesheim
@martateperek
@marjangrootveld
@hughshanahan
@4turesearchdata
@aetudelft
@gofairofficial
@datavault_uk
@tullemich

Top hashtags:
#datasteward
#casestudy
#ceo
#cfo
#cio
#cdo
#datagovernance

Description:
Description
The graph represents a network of 159 Twitter users whose tweets in the requested range contained "datasteward", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 26 September 2019 at 15:31 UTC.

The requested start date was Thursday, 26 September 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 86-day, 16-hour, 59-minute period from Monday, 01 July 2019 at 01:10 UTC to Wednesday, 25 September 2019 at 18:10 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 : 159
Unique Edges : 207
Edges With Duplicates : 1247
Total Edges : 1454
Number of Edge Types : 3
Tweet : 1128
Mentions : 325
Replies to : 1
Self-Loops : 1128
Reciprocated Vertex Pair Ratio : 0.0193236714975845
Reciprocated Edge Ratio : 0.037914691943128
Connected Components : 21
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 95
Maximum Edges in a Connected Component : 1225
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.339132
Graph Density : 0.00839901281745084
Modularity : 0.130938
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[172] http://www.data-vault.co.uk/data-stewards-gdpr-ambassadors-infographic/
[169] https://www.data-vault.co.uk/case-studies/#gov2
[168] https://www.data-vault.co.uk/case-studies/#gov1
[168] http://www.data-vault.co.uk/gdpr-training/
[167] https://www.data-vault.co.uk/case-studies/#financial
[167] https://www.data-vault.co.uk/case-studies/#loyalty
[167] https://www.data-vault.co.uk/case-studies/#retail
[84] http://www.data-vault.co.uk/stop-wasting-data-10-tips/
[5] https://www.deic.dk/da/datamanagement/data-steward-event
[5] https://www.ezrapenland.com/2019/08/05/data-steward-and-casualty-actuary-sought-by-ohio-insurer-85471-jobs-datasteward-dataactuary-actuaries-actuarialjobs/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[5] https://ec.europa.eu/eusurvey/runner/FAIR_Policy_and_Practice_Survey_2019
[2] http://EU.How

Top URLs in Tweet in G2:
[169] https://www.data-vault.co.uk/case-studies/#gov2
[168] https://www.data-vault.co.uk/case-studies/#gov1
[168] http://www.data-vault.co.uk/data-stewards-gdpr-ambassadors-infographic/
[168] http://www.data-vault.co.uk/gdpr-training/
[167] https://www.data-vault.co.uk/case-studies/#financial
[167] https://www.data-vault.co.uk/case-studies/#retail
[167] https://www.data-vault.co.uk/case-studies/#loyalty
[84] http://www.data-vault.co.uk/stop-wasting-data-10-tips/
[1] https://www.paragonitpros.com/

Top URLs in Tweet in G3:
[1] https://twitter.com/losinski/status/1176761786479120389
[1] https://librarianresources.taylorandfrancis.com/a-day-in-the-life-of-a-data-steward/
[1] https://twitter.com/martateperek/status/1153211155885830145
[1] https://www.deic.dk/da/datamanagement/data-steward-event
[1] https://www.kdrrecruitment.com/job/lead-data-steward-warwick/?utm_source=twitter.com&utm_medium=social&utm_campaign=uk_social
[1] https://twitter.com/fdm_nrw/status/1169259259135238145
[1] http://r.socialstudio.radian6.com/b12d3182-99ca-4e6b-86f4-e403b92b0c7a

Top URLs in Tweet in G4:
[1] https://docs.google.com/document/d/1njmMObe7e1_4yi9cusO46G0OQEBfFFR_p0QQNx8lZIA/edit?usp=sharing
[1] https://www.surf.nl/agenda/surf-lcrdm-research-support-en-netwerkdag?pk_campaign=2019-07-04
[1] SURFNieuws
[1] NL&pk_kwd=Save
[1] the
[1] date:
[1] SURF
[1] 0.26
[1] LCRDM
[1] research

Top URLs in Tweet in G6:
[4] https://www.deic.dk/da/datamanagement/data-steward-event
[2] https://www.deic.dk/da/news/2019-07-11/datasteward
[1] https://www.survey-xact.dk/LinkCollector?key=N59YKVCNL111

Top URLs in Tweet in G7:
[4] http://www.data-vault.co.uk/data-stewards-gdpr-ambassadors-infographic/
[1] https://www.researchgate.net/publication/331882204_Addendum_The_FAIR_Guiding_Principles_for_scientific_data_management_and_stewardship
[1] https://data2020summit.com/masterclass/?utm_source=Twitter&utm_medium=Social
[1] https://www.hypotheekcarriere.nl/vacature/data-steward/amsterdam/achmea/1061950?utm_source=dlvr.it&utm_medium=twitter
[1] https://bigdataldn.com/training/getting-started-in-data-governance/
[1] https://www.ezrapenland.com/2019/08/05/data-steward-and-casualty-actuary-sought-by-ohio-insurer-85471-jobs-datasteward-dataactuary-actuaries-actuarialjobs/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.interxion.com/at/blogs/2019/04/data-stewards-als-zuverlassige-begleiter-fur-digitale-daten-hohenfluge/?utm_medium=spredfast&utm_campaign=&utm_source=twitter&utm_adcontent=&utm_term=&utm_content=sf107422866&sf107422866=1
[1] https://www.interxion.com/at/blogs/2019/04/data-stewards-als-zuverlassige-begleiter-fur-digitale-daten-hohenfluge/?utm_medium=spredfast&utm_campaign=&utm_source=twitter&utm_adcontent=&utm_term=&utm_content=sf105972369&sf105972369=1
[1] https://www.linkedin.com/slink?code=gyxGZNg

Top URLs in Tweet in G8:
[1] https://easy.dans.knaw.nl/ui/datasets/id/easy-dataset:99837
[1] https://twitter.com/BMGN_LCHR/status/1164822270583300096

Top URLs in Tweet in G9:
[1] https://www.zeenea.com/data-stewardship-and-governance/?utm_content=buffer7220b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.datanami.com/2019/05/15/dont-overlook-the-importance-of-data-stewards/?utm_content=bufferb4c85&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[2] https://www.datagalaxy.com/blog/data-bakers/data-steward/?utm_campaign=5ab369ee7933c836004ebf4b&utm_source=&utm_medium=&utm_content=
[1] https://www.datagalaxy.com/blog/datalineage-parcours-des-donnees-et-mise-en-conformite/
[1] https://www.datagalaxy.com/blog/data-bakers/data-steward/
[1] https://www.datagalaxy.com/blog/metiers-data/data-steward/?utm_content=99888278&utm_medium=social&utm_source=twitter&hss_channel=tw-2895825686

Top Domains
Top Domains in Tweet in Entire Graph:
[1262] co.uk
[7] deic.dk
[6] ezrapenland.com
[5] datagalaxy.com
[5] twitter.com
[5] europa.eu
[2] linkedin.com
[2] academictransfer.com
[2] interxion.com
[2] eu.how

Top Domains in Tweet in G1:
[5] europa.eu
[2] eu.how

Top Domains in Tweet in G2:
[1258] co.uk
[1] paragonitpros.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] taylorandfrancis.com
[1] deic.dk
[1] kdrrecruitment.com
[1] radian6.com

Top Domains in Tweet in G4:
[1] google.com
[1] surf.nl

Top Domains in Tweet in G6:
[6] deic.dk
[1] survey-xact.dk

Top Domains in Tweet in G7:
[4] co.uk
[2] interxion.com
[1] researchgate.net
[1] data2020summit.com
[1] hypotheekcarriere.nl
[1] bigdataldn.com
[1] ezrapenland.com
[1] linkedin.com

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

Top Domains in Tweet in G9:
[1] zeenea.com
[1] datanami.com

Top Domains in Tweet in G10:
[5] datagalaxy.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1217] datasteward
[838] casestudy
[838] ceo
[838] cfo
[838] cio
[838] cdo
[776] datagovernance
[671] business
[604] data
[347] government



Top Hashtags in Tweet in G1:
[38] datasteward
[36] researcher
[36] datarepository
[36] datamanager
[36] fair
[23] fairsfair
[6] fairdata
[5] research
[5] sharedata
[5] policies

Top Hashtags in Tweet in G2:
[1091] datasteward
[838] casestudy
[838] ceo
[838] cfo
[838] cio
[838] cdo
[760] datagovernance
[671] business
[593] data
[347] government

Top Hashtags in Tweet in G3:
[30] datasteward
[2] rdm
[2] datamanagement
[2] dataanalytics
[2] apply
[1] researchcomputingskills
[1] researchdatamanagement
[1] education
[1] kbhuni
[1] fair

Top Hashtags in Tweet in G4:
[15] datasteward
[3] datatrieste19
[3] data
[1] fair
[1] weekendreading

Top Hashtags in Tweet in G5:
[4] openscience
[4] fairdata
[4] datasteward

Top Hashtags in Tweet in G6:
[9] datasteward
[4] fair
[4] education
[4] kbhuni
[4] weekendreading
[3] researcher
[3] datarepository
[3] datamanager
[3] datamanagement
[2] fairsfair

Top Hashtags in Tweet in G7:
[10] datasteward
[4] infographic
[3] datagovernance
[2] gutzuwissen
[1] fair
[1] dmp
[1] datastewardship
[1] datamanagement
[1] data2020
[1] privacy

Top Hashtags in Tweet in G9:
[4] datastewarship
[3] data
[2] datascientists
[2] bigdata
[2] datasteward
[1] dataquality

Top Hashtags in Tweet in G10:
[9] datasteward
[9] datagovernance
[7] databakers
[2] datalineage
[1] dataowner
[1] métiersdata

Top Words
Top Words in Tweet in Entire Graph:
[2109] Words in Sentiment List#1: Positive
[187] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[44655] Non-categorized Words
[46951] Total Words
[2244] data
[1488] vault
[1374] read
[1220] #datasteward
[1181] here

Top Words in Tweet in G1:
[38] #datasteward
[36] #researcher
[36] #datarepository
[36] #datamanager
[36] input
[36] #fair
[36] policies
[31] fairsfair_eu
[23] #fairsfair
[23] needs

Top Words in Tweet in G2:
[2185] data
[1484] vault
[1369] read
[1174] here
[1091] #datasteward
[838] #casestudy
[838] #ceo
[838] #cfo
[838] #cio
[838] #cdo

Top Words in Tweet in G3:
[32] #datasteward
[18] more
[17] impressive
[17] see
[17] impact
[17] colleague
[17] heather
[17] andrews
[17] aetudelft
[17] made

Top Words in Tweet in G4:
[17] data
[15] #datasteward
[11] science
[8] open
[8] fair
[7] save
[7] date
[7] manager
[7] specialist
[7] lcrdm

Top Words in Tweet in G5:
[4] talk
[4] #openscience
[4] #fairdata
[4] #datasteward
[4] today
[4] amtammaro
[4] citing
[4] evamen
[4] euospp
[4] openaire_eu

Top Words in Tweet in G6:
[10] #datasteward
[10] til
[8] still
[6] 4
[5] input
[4] #fair
[4] tullemich
[4] seats
[4] available
[4] upcoming

Top Words in Tweet in G7:
[17] data
[10] #datasteward
[9] business
[6] blog
[4] datavault_uk
[4] stewards
[4] become
[4] ambassadors
[4] gdpr
[4] within

Top Words in Tweet in G8:
[6] haar
[3] felicitaties
[3] voor
[3] mijn
[3] oud
[3] collega
[3] als
[3] datasteward
[3] ik
[3] bij

Top Words in Tweet in G9:
[4] zeeneasoftware
[4] practice
[4] #datastewarship
[4] covers
[4] wide
[4] range
[4] responsibilities
[4] based
[4] organization's
[4] maturity

Top Words in Tweet in G10:
[9] #datasteward
[9] #datagovernance
[8] est
[7] #databakers
[7] clé
[7] voûte
[7] tout
[7] bon
[7] projet
[7] qui

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1488] data,vault
[838] read,#casestudy
[838] #casestudy,here
[838] here,#datasteward
[838] #ceo,#cfo
[838] #cfo,#cio
[838] #cio,#cdo
[757] vault,helped
[691] see,data
[671] #datasteward,#business

Top Word Pairs in Tweet in G1:
[36] #researcher,#datarepository
[36] #datarepository,#datamanager
[36] #datamanager,#datasteward
[36] input,#fair
[36] #fair,policies
[27] fairsfair_eu,#researcher
[23] #datasteward,#fairsfair
[23] #fairsfair,needs
[23] needs,input
[20] policies,practice

Top Word Pairs in Tweet in G2:
[1484] data,vault
[838] read,#casestudy
[838] #casestudy,here
[838] here,#datasteward
[838] #ceo,#cfo
[838] #cfo,#cio
[838] #cio,#cdo
[757] vault,helped
[691] see,data
[671] #datasteward,#business

Top Word Pairs in Tweet in G3:
[17] impressive,see
[17] see,impact
[17] impact,colleague
[17] colleague,heather
[17] heather,andrews
[17] andrews,#datasteward
[17] #datasteward,aetudelft
[17] aetudelft,made
[17] made,little
[17] little,bit

Top Word Pairs in Tweet in G4:
[8] open,science
[8] science,fair
[7] save,date
[7] date,open
[7] fair,#datasteward
[7] #datasteward,data
[7] data,manager
[7] manager,data
[7] data,specialist
[7] specialist,lcrdm

Top Word Pairs in Tweet in G5:
[4] talk,#openscience
[4] #openscience,#fairdata
[4] #fairdata,#datasteward
[4] #datasteward,today
[4] today,amtammaro
[4] amtammaro,citing
[4] citing,evamen
[4] evamen,euospp
[4] euospp,openaire_eu
[3] paretobiblio,talk

Top Word Pairs in Tweet in G6:
[4] still,seats
[4] seats,available
[4] available,upcoming
[4] upcoming,#datasteward
[4] #datasteward,#education
[4] #education,conference
[4] conference,october
[4] october,4
[4] 4,#kbhuni
[4] #kbhuni,room

Top Word Pairs in Tweet in G7:
[4] datavault_uk,business
[4] business,data
[4] data,stewards
[4] stewards,become
[4] become,ambassadors
[4] ambassadors,gdpr
[4] gdpr,within
[4] within,area
[4] area,business
[4] business,read

Top Word Pairs in Tweet in G8:
[3] felicitaties,voor
[3] voor,mijn
[3] mijn,oud
[3] oud,collega
[3] collega,als
[3] als,datasteward
[3] datasteward,ik
[3] ik,bij
[3] bij,haar
[3] haar,onderzoek

Top Word Pairs in Tweet in G9:
[4] practice,#datastewarship
[4] #datastewarship,covers
[4] covers,wide
[4] wide,range
[4] range,responsibilities
[4] responsibilities,based
[4] based,organization's
[4] organization's,maturity
[4] maturity,level
[3] zeeneasoftware,practice

Top Word Pairs in Tweet in G10:
[7] #databakers,#datasteward
[7] #datasteward,est
[7] est,clé
[7] clé,voûte
[7] voûte,tout
[7] tout,bon
[7] bon,projet
[7] projet,#datagovernance
[7] #datagovernance,qui
[7] qui,veut

Top Replied-To
Top Replied-To in Entire Graph:
@tudelfttbm

Top Replied-To in G3:
@tudelfttbm

Top Mentioned
Top Mentioned in Entire Graph:
@datavault_uk
@fairsfair_eu
@aetudelft
@martateperek
@lcrdm
@dtl_nl
@su
@tudelft
@datagalaxy
@4turesearchdata

Top Mentioned in G1:
@fairsfair_eu
@marjangrootveld
@paretobiblio
@amtammaro
@evamen
@euospp
@openaire_eu

Top Mentioned in G2:
@datavault_uk
@denisepmooney

Top Mentioned in G3:
@aetudelft
@martateperek
@tudelft
@4turesearchdata
@thecarpentries
@tudelftlibrary
@yaseminturkyilm
@jasminboehmer

Top Mentioned in G4:
@lcrdm
@dtl_nl
@su
@martateperek
@aetudelft
@marjangrootveld
@surf_nl
@jasminboehmer
@fairsfair_eu
@gofairofficial

Top Mentioned in G5:
@amtammaro
@evamen
@euospp
@openaire_eu
@paretobiblio
@openscienceit
@romor_eplus
@op

Top Mentioned in G6:
@tullemich
@fairsfair_eu
@deic1
@gofairofficial
@4turesearchdata
@tudelft
@martateperek
@aetudelft

Top Mentioned in G8:
@mjgbakker
@niodamsterdam
@dansknaw

Top Mentioned in G9:
@zeeneasoftware

Top Mentioned in G10:
@datagalaxy
@benoitcollet

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@santchiweb
@vivmilano
@ssxman2
@loui_picard
@jonathanotcher1
@computehole
@myahmctear
@steltenpower

Top Tweeters in G1:
@glyn_dk
@figshare
@strathclydeoa
@whittakerlib
@irynakuchma
@msandstr
@hblanchett
@cessda_data
@drosophilic
@romain_david_13

Top Tweeters in G2:
@sectest9
@santchiweb
@vivmilano
@ssxman2
@loui_picard
@jonathanotcher1
@myahmctear
@domingonarvaez1
@gdpr25thmay18
@charlezenston

Top Tweeters in G3:
@tueindhoven
@tudelft
@natalieharrower
@swcarpentry
@kdrrecruitment
@dhgermany
@librarylantern
@orrudamiano
@fosterscience
@aisa_oa

Top Tweeters in G4:
@hughshanahan
@celia_vgelder
@surf_nl
@surf_onderzoek
@su
@wvanwezenbeek
@joepdl
@dtl_nl
@lcrdm
@jd162a

Top Tweeters in G5:
@_open_science_
@op
@evamen
@openaire_eu
@paretobiblio
@amtammaro
@biblioveri
@openscienceit
@ecotorvergata
@euospp

Top Tweeters in G6:
@steltenpower
@fdmhildesheim
@tullemich
@gofairofficial
@deic1
@karstenkryger
@mchbuss
@asgerlarsen
@alina_danciu_

Top Tweeters in G7:
@njxxllc
@hypotheekmarkt
@interxion_at
@bigdata_ldn
@kembellec
@casualtyactuary
@datasweden
@montalvm
@opa

Top Tweeters in G8:
@niodamsterdam
@mjgbakker
@dansknaw
@iversprille

Top Tweeters in G9:
@efruh
@zeeneasoftware
@stasiamontout
@dina_zeenea

Top Tweeters in G10:
@mallys_
@benoitcollet
@datagalaxy


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