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datasteward_2018-06-13_08-30-58.xlsx
datasteward_2018-06-13_08-30-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2018
Short Description:
datasteward via NodeXL http://bit.ly/2t5d7Vn
@datagalaxy
@datavault_uk
@instinfogov
@martateperek
@eemcs_tud
@brianhills
@dgpros
@florian_meffre
@datalover916
@openpam

Top hashtags:
#datasteward
#gdpr
#dataprivacy
#bigdata
#datagovernance
#infogov
#datagov

Description:
Description
The graph represents a network of 82 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 Wednesday, 13 June 2018 at 15:31 UTC.

The requested start date was Wednesday, 13 June 2018 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 71-day, 0-hour, 44-minute period from Monday, 02 April 2018 at 16:35 UTC to Tuesday, 12 June 2018 at 17:19 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 : 82
Unique Edges : 88
Edges With Duplicates : 223
Total Edges : 311
Number of Edge Types : 3
Mentions : 115
Tweet : 195
Replies to : 1
Self-Loops : 195
Reciprocated Vertex Pair Ratio : 0.0454545454545455
Reciprocated Edge Ratio : 0.0869565217391304
Connected Components : 19
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 15
Maximum Edges in a Connected Component : 156
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.479233
Graph Density : 0.0138512496236073
Modularity : 0.294946
NodeXL Version : 1.0.1.399

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[78] http://www.data-vault.co.uk/data-stewards-the-ambassadors-for-gdpr/
[62] http://www.data-vault.co.uk/qualities-data-steward/
[10] https://www.linkedin.com/pulse/how-become-certified-information-governance-2-weeks-smallwood-igp
[7] https://www.igtraining.com/white-papers.html
[7] https://www.datagalaxy.com/blog/metiers-data/data-steward/?utm_campaign=5ab369ee7933c836004ebf4b&utm_source=&utm_medium=Article
[6] http://content.dataversity.net/050218-DGPO-Webinar_DGPO-Registration.html
[4] http://ap-verlag.de/analytik-data-stewardship-initiativen-stehen-noch-in-den-anfaengen/43417/
[4] https://www.linkedin.com/pulse/digital-technologies-making-politics-impossible-smallwood-igp
[4] http://www.dataversity.net/may-2-dgpo-webinar-lessons-learned-chief-data-steward/
[3] https://www.linkedin.com/pulse/ig-academy-complimentary-webinar-training-series-now-smallwood-igp/

Top URLs in Tweet in G1:
[7] https://www.datagalaxy.com/blog/metiers-data/data-steward/?utm_campaign=5ab369ee7933c836004ebf4b&utm_source=&utm_medium=Article
[1] http://mobile.lemonde.fr/economie/article/2018/05/08/rpgd-les-petits-malins-ont-flaire-le-bon-filon_5295981_3234.html?xtref=https://www.google.com/

Top URLs in Tweet in G2:
[78] http://www.data-vault.co.uk/data-stewards-the-ambassadors-for-gdpr/
[62] http://www.data-vault.co.uk/qualities-data-steward/

Top URLs in Tweet in G3:
[1] https://openworking.wordpress.com/2018/02/07/do-as-you-preach-results-of-2017-data-management-survey-now-published/

Top URLs in Tweet in G4:
[10] https://www.linkedin.com/pulse/how-become-certified-information-governance-2-weeks-smallwood-igp
[7] https://www.igtraining.com/white-papers.html
[4] http://ap-verlag.de/analytik-data-stewardship-initiativen-stehen-noch-in-den-anfaengen/43417/
[4] https://www.linkedin.com/pulse/digital-technologies-making-politics-impossible-smallwood-igp
[3] https://www.linkedin.com/pulse/ig-academy-complimentary-webinar-training-series-now-smallwood-igp/
[2] https://searchcontentmanagement.techtarget.com/tip/Digital-transformation-hinges-on-information-governance-policies
[2] https://www.linkedin.com/pulse/new-igp-prep-classroom-courses-added-york-city-san-smallwood-igp/
[2] http://www.dbta.com/Editorial/News-Flashes/Approaching-Data-Governance-with-a-Balanced-Outlook-124673.aspx
[1] https://internet-of-things.cioreview.com/news/why-iot-data-governance-is-imperative-for-enterprises-nid-26095-cid-133.html
[1] https://www.mediapost.com/publications/article/317938/wfa-calls-for-stronger-data-governance.html

Top URLs in Tweet in G5:
[6] http://content.dataversity.net/050218-DGPO-Webinar_DGPO-Registration.html
[4] http://www.dataversity.net/may-2-dgpo-webinar-lessons-learned-chief-data-steward/

Top URLs in Tweet in G6:
[1] http://thegovlab.org//

Top URLs in Tweet in G7:
[1] https://www.bloomberg.com/features/2018-palantir-peter-thiel/

Top URLs in Tweet in G8:
[1] https://twitter.com/cscmp/status/985623837902503936
[1] http://zurl.co/OBdky
[1] https://www.universejobs.com/jobs/detail/data-steward-228943
[1] https://www.deanssolutions.com/2018/05/23/2018-data-governance-interest-group-hawaii-summit/

Top URLs in Tweet in G10:
[2] https://barc.de/docs/data-stewardship

Top Domains
Top Domains in Tweet in Entire Graph:
[140] co.uk
[20] linkedin.com
[11] dataversity.net
[7] igtraining.com
[7] datagalaxy.com
[4] ap-verlag.de
[3] cscmp.org
[2] techtarget.com
[2] dbta.com
[2] barc.de

Top Domains in Tweet in G1:
[7] datagalaxy.com
[1] lemonde.fr

Top Domains in Tweet in G2:
[140] co.uk

Top Domains in Tweet in G3:
[1] wordpress.com

Top Domains in Tweet in G4:
[20] linkedin.com
[7] igtraining.com
[4] ap-verlag.de
[2] techtarget.com
[2] dbta.com
[1] cioreview.com
[1] mediapost.com
[1] wsj.com
[1] csoonline.com
[1] threatpost.com

Top Domains in Tweet in G5:
[10] dataversity.net

Top Domains in Tweet in G6:
[1] thegovlab.org

Top Domains in Tweet in G7:
[1] bloomberg.com

Top Domains in Tweet in G8:
[1] twitter.com
[1] zurl.co
[1] universejobs.com
[1] deanssolutions.com

Top Domains in Tweet in G10:
[2] barc.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[240] datasteward
[140] gdpr
[78] dataprivacy
[67] bigdata
[55] datagovernance
[38] infogov
[31] datagov
[30] informationgovernance
[30] cdo
[13] métiersdata



Top Hashtags in Tweet in G1:
[15] datasteward
[13] métiersdata
[10] datagovernance
[4] afterwork
[4] bigdata
[4] rdv
[2] datacatalog
[1] datamapping
[1] rgpd
[1] data

Top Hashtags in Tweet in G2:
[140] datasteward
[140] gdpr
[78] dataprivacy
[62] bigdata

Top Hashtags in Tweet in G3:
[9] datasteward
[1] dsip2018

Top Hashtags in Tweet in G4:
[38] infogov
[34] datasteward
[32] datagovernance
[31] datagov
[30] informationgovernance
[30] cdo
[8] facebook
[8] cambridgeanalytica
[4] governance
[4] stewardship

Top Hashtags in Tweet in G5:
[18] datasteward
[4] datagovernance
[4] dgpo

Top Hashtags in Tweet in G6:
[1] datasteward

Top Hashtags in Tweet in G7:
[2] prospectdevelopment
[1] datasteward
[1] dataethics

Top Hashtags in Tweet in G8:
[4] datasteward
[2] ibm
[2] maximo
[2] automation
[2] systemanalysis
[2] datagovernance
[1] datamapping
[1] universejobs
[1] jobsinusa
[1] data

Top Hashtags in Tweet in G9:
[3] datasteward
[2] businessanalysts
[2] bi
[2] datagovernance
[1] baot

Top Hashtags in Tweet in G10:
[4] datasteward
[3] datagovernance
[2] dach
[1] studie
[1] infografik
[1] download

Top Words
Top Words in Tweet in Entire Graph:
[195] Words in Sentiment List#1: Positive
[14] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8028] Non-categorized Words
[8237] Total Words
[332] data
[240] datasteward
[218] gdpr
[166] datavault_uk
[143] here

Top Words in Tweet in G1:
[16] et
[15] datasteward
[14] des
[13] vous
[13] métiersdata
[12] datagalaxy
[10] ses
[10] datagovernance
[8] à
[8] responsable

Top Words in Tweet in G2:
[296] data
[218] gdpr
[166] datavault_uk
[140] read
[140] blog
[140] here
[140] datasteward
[134] steward
[84] one
[84] thing

Top Words in Tweet in G3:
[9] measure
[9] cultural
[9] change
[9] data
[9] management
[9] see
[9] suggestions
[9] jasper
[9] van
[9] dijck

Top Words in Tweet in G4:
[38] infogov
[34] datasteward
[32] governance
[32] datagovernance
[31] datagov
[30] informationgovernance
[30] cdo
[22] information
[15] data
[12] ig

Top Words in Tweet in G5:
[18] chief
[18] datasteward
[18] barbara
[18] deemer
[16] webinar
[16] navient
[13] dgpros
[10] lessons
[10] learned
[8] next

Top Words in Tweet in G7:
[2] fellow
[2] prospectdevelopment
[2] pros
[2] article
[2] interest
[2] appreciative
[2] ethics
[2] work

Top Words in Tweet in G8:
[4] datasteward
[4] data
[2] 1
[2] reason
[2] alchemize
[2] beat
[2] archiving
[2] ibm
[2] maximo
[2] automation

Top Words in Tweet in G9:
[3] datasteward
[2] businessanalysts
[2] wanting
[2] dive
[2] deeper
[2] bi
[2] careers
[2] check
[2] out
[2] definition

Top Words in Tweet in G10:
[4] datasteward
[4] als
[4] hat
[3] datagovernance
[3] studie
[2] barc_research
[2] pfleger
[2] wächter
[2] daten
[2] sich

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[140] gdpr,datasteward
[135] data,steward
[84] one,thing
[84] thing,write
[84] write,set
[84] set,data
[84] data,protection
[84] protection,policies
[84] policies,procedures
[84] procedures,another

Top Word Pairs in Tweet in G1:
[10] datagalaxy,métiersdata
[8] datasteward,responsable
[8] responsable,référent
[8] référent,dans
[8] dans,projet
[8] projet,gouvernance
[8] gouvernance,des
[8] des,données
[8] données,datagovernance
[5] métiersdata,découvrez

Top Word Pairs in Tweet in G2:
[140] gdpr,datasteward
[134] data,steward
[84] one,thing
[84] thing,write
[84] write,set
[84] set,data
[84] data,protection
[84] protection,policies
[84] policies,procedures
[84] procedures,another

Top Word Pairs in Tweet in G3:
[9] measure,cultural
[9] cultural,change
[9] change,data
[9] data,management
[9] management,see
[9] see,suggestions
[9] suggestions,jasper
[9] jasper,van
[9] van,dijck
[9] dijck,datasteward

Top Word Pairs in Tweet in G4:
[32] datagovernance,infogov
[31] infogov,datagov
[30] datagov,informationgovernance
[30] informationgovernance,datasteward
[30] datasteward,cdo
[22] information,governance
[9] become,certified
[9] certified,information
[9] governance,professional
[9] professional,2

Top Word Pairs in Tweet in G5:
[18] chief,datasteward
[18] datasteward,barbara
[18] barbara,deemer
[10] lessons,learned
[10] learned,chief
[8] dgpros,webinar
[8] navient,chief
[8] deemer,navient
[8] navient,formerly
[8] formerly,sallie

Top Word Pairs in Tweet in G7:
[2] fellow,prospectdevelopment
[2] prospectdevelopment,pros
[2] pros,article
[2] article,interest
[2] interest,appreciative
[2] appreciative,ethics
[2] ethics,work

Top Word Pairs in Tweet in G8:
[2] 1,reason
[2] reason,alchemize
[2] alchemize,beat
[2] beat,archiving
[2] archiving,ibm
[2] ibm,maximo
[2] maximo,data
[2] data,automation
[2] automation,automated
[2] automated,systemanalysis

Top Word Pairs in Tweet in G9:
[2] businessanalysts,wanting
[2] wanting,dive
[2] dive,deeper
[2] deeper,bi
[2] bi,careers
[2] careers,check
[2] check,out
[2] out,definition
[2] definition,traits
[2] traits,datasteward

Top Word Pairs in Tweet in G10:
[2] datasteward,als
[2] als,pfleger
[2] pfleger,wächter
[2] wächter,daten
[2] daten,hat
[2] hat,sich
[2] sich,noch
[2] noch,als
[2] als,datagovernance
[2] datagovernance,rolle

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

Top Replied-To in G6:
@darenasc

Top Mentioned
Top Mentioned in Entire Graph:
@datavault_uk
@dgpros
@datagalaxy
@eemcs_tud
@instinfogov
@martateperek
@navient
@florian_meffre
@dataversity
@bialx

Top Mentioned in G1:
@datagalaxy
@florian_meffre
@bialx
@openpam
@damafrance
@stfordata

Top Mentioned in G2:
@datavault_uk

Top Mentioned in G3:
@eemcs_tud
@martateperek
@ihaslinger

Top Mentioned in G4:
@instinfogov

Top Mentioned in G5:
@dgpros
@navient
@dataversity

Top Mentioned in G6:
@bbcscotland
@datafest_
@datalabscotland
@thegovlab

Top Mentioned in G7:
@datalover916
@workinglori
@pdgareth

Top Mentioned in G8:
@maxis_inc

Top Mentioned in G9:
@paradigm_tech_
@jamie_champagne

Top Mentioned in G10:
@barc_research

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@soulcentralmag
@lkafle
@rldi_lamy
@cathcervoni
@mistor_me
@darioandriani
@bbcscotland
@daraghobrien
@logisticwar

Top Tweeters in G1:
@paoloigna1
@rldi_lamy
@cathcervoni
@benoitcollet
@rpoussetbougere
@datagalaxy
@datamathstat
@openpam
@pramanaconseil
@bialx

Top Tweeters in G2:
@lkafle
@darioandriani
@myahmctear
@ai_rivers_
@dargail1
@ilmanati
@dlinstedt
@datavault_uk
@nitin__upadhyay
@troublewithdata

Top Tweeters in G3:
@oponiak
@dirkverdicchio
@amiekvdk
@celia_vgelder
@gjhouben
@martateperek
@mjgbakker
@eemcs_tud
@ihaslinger
@hannaneira

Top Tweeters in G4:
@soulcentralmag
@mistor_me
@projectconsult_
@capitainejan
@johannscheeper7
@luizalisboa
@instinfogov

Top Tweeters in G5:
@thedmpl
@dataversity
@hugoallanmori
@navient
@dgpros
@mrbill_94592
@rptsandreqmnts

Top Tweeters in G6:
@bbcscotland
@datalabscotland
@thegovlab
@brianhills
@datafest_
@darenasc

Top Tweeters in G7:
@workinglori
@apra_nt
@datalover916
@pdgareth

Top Tweeters in G8:
@universejobs
@execrecoreilly
@deanssolutions
@maxis_inc

Top Tweeters in G9:
@paradigm_tech_
@papertamer
@jamie_champagne

Top Tweeters in G10:
@barc_research
@nikojanoschek
@melflug