datasteward, Twitter, 9/20/2019 3:34:57 PM, 210407


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datasteward_2019-09-20_08-31-14.xlsx
datasteward_2019-09-20_08-31-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2019
Short Description:
datasteward via NodeXL http://bit.ly/307vQC8
@fairsfair_eu
@martateperek
@fdmhildesheim
@marjangrootveld
@hughshanahan
@aetudelft
@gofairofficial
@yaseminturkyilm
@tullemich
@4turesearchdata

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

Description:
Description
The graph represents a network of 148 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 Friday, 20 September 2019 at 15:31 UTC.

The requested start date was Thursday, 19 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 79-day, 18-hour, 57-minute period from Monday, 01 July 2019 at 01:10 UTC to Wednesday, 18 September 2019 at 20:07 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 : 148
Unique Edges : 193
Edges With Duplicates : 1135
Total Edges : 1328
Number of Edge Types : 2
Mentions : 295
Tweet : 1033
Self-Loops : 1033
Reciprocated Vertex Pair Ratio : 0.0155440414507772
Reciprocated Edge Ratio : 0.0306122448979592
Connected Components : 20
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 87
Maximum Edges in a Connected Component : 1120
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.317357
Graph Density : 0.00900900900900901
Modularity : 0.134866
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[158] http://www.data-vault.co.uk/data-stewards-gdpr-ambassadors-infographic/
[155] https://www.data-vault.co.uk/case-studies/#gov2
[154] https://www.data-vault.co.uk/case-studies/#gov1
[154] http://www.data-vault.co.uk/gdpr-training/
[153] https://www.data-vault.co.uk/case-studies/#financial
[153] https://www.data-vault.co.uk/case-studies/#loyalty
[153] https://www.data-vault.co.uk/case-studies/#retail
[77] 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:
[2] https://www.deic.dk/da/datamanagement/data-steward-event
[1] https://librarianresources.taylorandfrancis.com/a-day-in-the-life-of-a-data-steward/
[1] https://twitter.com/martateperek/status/1153211155885830145
[1] https://www.kdrrecruitment.com/job/lead-data-steward-warwick/?utm_source=twitter.com&utm_medium=social&utm_campaign=uk_social
[1] https://docs.google.com/document/d/1njmMObe7e1_4yi9cusO46G0OQEBfFFR_p0QQNx8lZIA/edit?usp=sharing
[1] https://twitter.com/fdm_nrw/status/1169259259135238145
[1] http://r.socialstudio.radian6.com/b12d3182-99ca-4e6b-86f4-e403b92b0c7a

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

Top URLs in Tweet in G3:
[4] https://ec.europa.eu/eusurvey/runner/FAIR_Policy_and_Practice_Survey_2019
[1] http://EU.How

Top URLs in Tweet in G4:
[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
[1] support

Top URLs in Tweet in G6:
[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

Top URLs in Tweet in G7:
[3] 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 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:
[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
[1] https://www.datagalaxy.com/blog/data-bakers/data-steward/?utm_campaign=5ab369ee7933c836004ebf4b&utm_source=&utm_medium=&utm_content=

Top Domains
Top Domains in Tweet in Entire Graph:
[1157] co.uk
[7] deic.dk
[6] ezrapenland.com
[4] datagalaxy.com
[4] twitter.com
[4] europa.eu
[2] interxion.com
[1] taylorandfrancis.com
[1] paragonitpros.com
[1] kdrrecruitment.com

Top Domains in Tweet in G1:
[2] deic.dk
[2] twitter.com
[1] taylorandfrancis.com
[1] kdrrecruitment.com
[1] google.com
[1] radian6.com

Top Domains in Tweet in G2:
[1153] co.uk
[1] paragonitpros.com

Top Domains in Tweet in G3:
[4] europa.eu
[1] eu.how

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

Top Domains in Tweet in G6:
[4] co.uk
[2] interxion.com
[1] researchgate.net
[1] data2020summit.com
[1] hypotheekcarriere.nl
[1] bigdataldn.com
[1] ezrapenland.com

Top Domains in Tweet in G7:
[5] deic.dk
[1] survey-xact.dk

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:
[4] datagalaxy.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1115] datasteward
[768] casestudy
[768] ceo
[768] cfo
[768] cio
[768] cdo
[710] datagovernance
[615] business
[555] data
[319] government



Top Hashtags in Tweet in G1:
[35] datasteward
[4] weekendreading
[3] fair
[3] data
[2] education
[2] kbhuni
[2] rdm
[2] datatrieste19
[2] datamanagement
[2] dataanalytics

Top Hashtags in Tweet in G2:
[1000] datasteward
[768] casestudy
[768] ceo
[768] cfo
[768] cio
[768] cdo
[696] datagovernance
[615] business
[544] data
[319] government

Top Hashtags in Tweet in G3:
[33] datasteward
[31] researcher
[31] datarepository
[31] datamanager
[31] fair
[23] fairsfair
[5] fairdata
[4] research
[4] sharedata
[4] policies

Top Hashtags in Tweet in G4:
[12] datasteward
[1] datatrieste19
[1] data
[1] weekendreading

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

Top Hashtags in Tweet in G6:
[9] datasteward
[4] infographic
[3] datagovernance
[2] gutzuwissen
[1] fair
[1] dmp
[1] datastewardship
[1] datamanagement
[1] data2020
[1] privacy

Top Hashtags in Tweet in G7:
[5] datasteward
[3] fair
[3] education
[3] kbhuni
[3] datamanagement
[2] researcher
[2] datarepository
[2] datamanager
[2] uddpol
[2] dkbiz

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

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

Top Words
Top Words in Tweet in Entire Graph:
[1935] Words in Sentiment List#1: Positive
[168] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[40892] Non-categorized Words
[42995] Total Words
[2053] data
[1363] vault
[1257] read
[1118] #datasteward
[1083] here

Top Words in Tweet in G1:
[38] #datasteward
[20] more
[20] 2
[18] impressive
[18] see
[18] impact
[18] colleague
[18] heather
[18] andrews
[18] aetudelft

Top Words in Tweet in G2:
[1997] data
[1359] vault
[1252] read
[1076] here
[1000] #datasteward
[768] #casestudy
[768] #ceo
[768] #cfo
[768] #cio
[768] #cdo

Top Words in Tweet in G3:
[33] #datasteward
[31] #researcher
[31] #datarepository
[31] #datamanager
[31] input
[31] #fair
[31] policies
[27] fairsfair_eu
[23] #fairsfair
[23] needs

Top Words in Tweet in G4:
[17] data
[12] #datasteward
[10] science
[9] open
[9] fair
[8] save
[8] date
[8] manager
[8] specialist
[8] 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:
[14] data
[9] #datasteward
[9] business
[6] blog
[4] datavault_uk
[4] stewards
[4] become
[4] ambassadors
[4] gdpr
[4] within

Top Words in Tweet in G7:
[10] til
[5] #datasteward
[5] 4
[4] input
[4] rammerne
[3] #fair
[3] tullemich
[3] still
[3] seats
[3] available

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:
[7] #datasteward
[7] #datagovernance
[6] est
[5] #databakers
[5] clé
[5] voûte
[5] tout
[5] bon
[5] projet
[5] qui

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1363] data,vault
[768] read,#casestudy
[768] #casestudy,here
[768] here,#datasteward
[768] #ceo,#cfo
[768] #cfo,#cio
[768] #cio,#cdo
[694] vault,helped
[634] see,data
[615] #datasteward,#business

Top Word Pairs in Tweet in G1:
[18] impressive,see
[18] see,impact
[18] impact,colleague
[18] colleague,heather
[18] heather,andrews
[18] andrews,#datasteward
[18] #datasteward,aetudelft
[18] aetudelft,made
[18] made,little
[18] little,bit

Top Word Pairs in Tweet in G2:
[1359] data,vault
[768] read,#casestudy
[768] #casestudy,here
[768] here,#datasteward
[768] #ceo,#cfo
[768] #cfo,#cio
[768] #cio,#cdo
[694] vault,helped
[634] see,data
[615] #datasteward,#business

Top Word Pairs in Tweet in G3:
[31] #researcher,#datarepository
[31] #datarepository,#datamanager
[31] #datamanager,#datasteward
[31] input,#fair
[31] #fair,policies
[27] fairsfair_eu,#researcher
[23] #datasteward,#fairsfair
[23] #fairsfair,needs
[23] needs,input
[20] policies,practice

Top Word Pairs in Tweet in G4:
[9] open,science
[9] science,fair
[8] save,date
[8] date,open
[8] fair,#datasteward
[8] #datasteward,data
[8] data,manager
[8] manager,data
[8] data,specialist
[8] 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] 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 G7:
[3] still,seats
[3] seats,available
[3] available,upcoming
[3] upcoming,#datasteward
[3] #datasteward,#education
[3] #education,conference
[3] conference,october
[3] october,4
[3] 4,#kbhuni
[3] #kbhuni,room

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:
[5] #databakers,#datasteward
[5] #datasteward,est
[5] est,clé
[5] clé,voûte
[5] voûte,tout
[5] tout,bon
[5] bon,projet
[5] projet,#datagovernance
[5] #datagovernance,qui
[5] qui,veut

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datavault_uk
@fairsfair_eu
@aetudelft
@martateperek
@lcrdm
@dtl_nl
@su
@tullemich
@tudelft
@amtammaro

Top Mentioned in G1:
@aetudelft
@martateperek
@tudelft
@jasminboehmer
@4turesearchdata
@gofairofficial
@tullemich
@fairsfair_eu
@yaseminturkyilm

Top Mentioned in G2:
@datavault_uk
@denisepmooney

Top Mentioned in G3:
@fairsfair_eu
@marjangrootveld
@paretobiblio
@amtammaro
@evamen
@euospp
@openaire_eu

Top Mentioned in G4:
@lcrdm
@dtl_nl
@su
@martateperek
@aetudelft
@tudelft_ct
@swcarpentry
@thecarpentries
@4turesearchdata
@surf_nl

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

Top Mentioned in G7:
@tullemich
@deic1
@fairsfair_eu

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
@computehole
@jonathanotcher1
@myahmctear
@steltenpower

Top Tweeters in G1:
@steltenpower
@fdmhildesheim
@tudelft
@natalieharrower
@kdrrecruitment
@dhgermany
@librarylantern
@orrudamiano
@fosterscience
@aisa_oa

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

Top Tweeters in G3:
@academictrnsfr
@glyn_dk
@figshare
@strathclydeoa
@whittakerlib
@irynakuchma
@msandstr
@hblanchett
@cessda_data
@drosophilic

Top Tweeters in G4:
@swcarpentry
@hughshanahan
@celia_vgelder
@surf_onderzoek
@su
@wvanwezenbeek
@tudelft_ct
@dtl_nl
@lcrdm
@thecarpentries

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

Top Tweeters in G6:
@njxxllc
@hypotheekmarkt
@interxion_at
@bigdata_ldn
@kembellec
@casualtyactuary
@datasweden
@opa

Top Tweeters in G7:
@tullemich
@deic1
@karstenkryger
@asgerlarsen
@mchbuss

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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