FAQ | Problem?

datasteward_2018-07-11_08-19-58.xlsx
datasteward_2018-07-11_08-19-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 11, 2018
Short Description:
datasteward via NodeXL http://bit.ly/2zwqLXW
@martateperek
@datavault_uk
@instinfogov
@eemcs_tud
@brianhills
@dgpros
@v_i_o_l_a
@tudelft
@gs1italy
@dataversity

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

Description:
Description
The graph represents a network of 67 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, 11 July 2018 at 15:20 UTC.

The requested start date was Wednesday, 11 July 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 70-day, 3-hour, 24-minute period from Tuesday, 01 May 2018 at 13:45 UTC to Tuesday, 10 July 2018 at 17:10 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 : 67
Unique Edges : 75
Edges With Duplicates : 309
Total Edges : 384
Number of Edge Types : 3
Tweet : 292
Mentions : 90
Replies to : 2
Self-Loops : 292
Reciprocated Vertex Pair Ratio : 0.04
Reciprocated Edge Ratio : 0.0769230769230769
Connected Components : 16
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 17
Maximum Edges in a Connected Component : 256
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.507909
Graph Density : 0.0176390773405699
Modularity : 0.199258
NodeXL Version : 1.0.1.400

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[134] http://www.data-vault.co.uk/data-stewards-the-ambassadors-for-gdpr/
[66] http://www.data-vault.co.uk/data-stewards-gdpr-ambassadors-infographic/
[66] http://www.data-vault.co.uk/gdpr-training/
[39] http://www.data-vault.co.uk/qualities-data-steward/
[12] https://vacatures.eureka-recruitment.nl/index.php?m=portal&a=details&jobOrderID=395060
[9] https://www.linkedin.com/pulse/how-become-certified-information-governance-2-weeks-smallwood-igp
[8] https://www.igtraining.com/white-papers.html
[4] https://www.linkedin.com/pulse/ig-academy-complimentary-webinar-training-series-now-smallwood-igp/
[4] http://content.dataversity.net/050218-DGPO-Webinar_DGPO-Registration.html
[3] https://www.linkedin.com/pulse/digital-technologies-making-politics-impossible-smallwood-igp

Top URLs in Tweet in G1:
[1] https://openworking.wordpress.com/data-stewardship/
[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 G2:
[134] http://www.data-vault.co.uk/data-stewards-the-ambassadors-for-gdpr/
[66] http://www.data-vault.co.uk/data-stewards-gdpr-ambassadors-infographic/
[66] http://www.data-vault.co.uk/gdpr-training/
[39] http://www.data-vault.co.uk/qualities-data-steward/

Top URLs in Tweet in G3:
[9] https://www.linkedin.com/pulse/how-become-certified-information-governance-2-weeks-smallwood-igp
[8] https://www.igtraining.com/white-papers.html
[4] https://www.linkedin.com/pulse/ig-academy-complimentary-webinar-training-series-now-smallwood-igp/
[3] https://www.linkedin.com/pulse/digital-technologies-making-politics-impossible-smallwood-igp
[2] https://threatpost.com/ahead-of-gdpr-information-governance-comes-into-its-own/132209/
[2] http://www.dbta.com/Editorial/News-Flashes/Approaching-Data-Governance-with-a-Balanced-Outlook-124673.aspx
[2] https://www.linkedin.com/pulse/real-life-training-certification-success-story-post-smallwood-igp/
[2] https://searchcontentmanagement.techtarget.com/tip/Digital-transformation-hinges-on-information-governance-policies
[1] https://www.mediapost.com/publications/article/317938/wfa-calls-for-stronger-data-governance.html
[1] https://blogs.wsj.com/cio/2018/04/17/cios-in-spotlight-on-user-data-following-facebook-testimony/

Top URLs in Tweet in G4:
[4] http://content.dataversity.net/050218-DGPO-Webinar_DGPO-Registration.html
[2] http://www.dataversity.net/may-2-dgpo-webinar-lessons-learned-chief-data-steward/

Top URLs in Tweet in G5:
[12] https://vacatures.eureka-recruitment.nl/index.php?m=portal&a=details&jobOrderID=395060
[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/
[1] https://www.udig.com/2018/04/24/gdpr/
[1] https://lexconsultancy.ie/job/data-steward-crm-system-j13214/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-018-03912-z

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

Top URLs in Tweet in G10:
[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 Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[310] datasteward
[240] gdpr
[135] dataprivacy
[66] infographic
[40] datagovernance
[40] bigdata
[33] infogov
[30] datagov
[29] informationgovernance
[29] cdo



Top Hashtags in Tweet in G1:
[16] datasteward
[1] rdm
[1] liber2018
[1] dsip2018

Top Hashtags in Tweet in G2:
[239] datasteward
[239] gdpr
[134] dataprivacy
[66] infographic
[39] bigdata

Top Hashtags in Tweet in G3:
[33] datagovernance
[33] infogov
[30] datagov
[29] informationgovernance
[29] datasteward
[29] cdo
[8] facebook
[8] cambridgeanalytica
[3] politics
[2] digital

Top Hashtags in Tweet in G4:
[10] datasteward
[2] datagovernance
[2] dgpo

Top Hashtags in Tweet in G5:
[6] datasteward
[2] ibm
[2] maximo
[2] automation
[2] systemanalysis
[2] datagovernance
[1] datamapping
[1] universejobs
[1] jobsinusa
[1] data

Top Hashtags in Tweet in G6:
[1] datasteward

Top Hashtags in Tweet in G7:
[4] datasteward
[4] datamanagement
[4] bigdatags1
[4] gs1academy

Top Hashtags in Tweet in G8:
[2] network
[2] partner
[2] istat
[1] datasteward
[1] 13confstat

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

Top Hashtags in Tweet in G10:
[1] datagovernance
[1] datacatalog
[1] datamapping
[1] datasteward

Top Words
Top Words in Tweet in Entire Graph:
[208] Words in Sentiment List#1: Positive
[5] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[11345] Non-categorized Words
[11558] Total Words
[460] data
[441] gdpr
[322] datasteward
[308] here
[263] datavault_uk

Top Words in Tweet in G1:
[16] datasteward
[15] martateperek
[9] measure
[9] cultural
[9] change
[9] data
[9] management
[9] see
[9] suggestions
[9] jasper

Top Words in Tweet in G2:
[440] gdpr
[429] data
[305] here
[263] datavault_uk
[240] read
[240] blog
[239] datasteward
[201] stewards
[201] ambassadors
[144] one

Top Words in Tweet in G3:
[33] datagovernance
[33] infogov
[30] datagov
[29] governance
[29] informationgovernance
[29] datasteward
[29] cdo
[24] information
[16] ig
[11] data

Top Words in Tweet in G4:
[10] chief
[10] datasteward
[10] barbara
[10] deemer
[8] webinar
[8] navient
[7] dgpros
[6] lessons
[6] learned
[5] register

Top Words in Tweet in G5:
[18] datasteward
[12] functioneel
[12] ontwerper
[12] python
[12] tibco
[12] spotfire
[12] etl
[12] ijmuiden
[12] noord
[12] holland

Top Words in Tweet in G7:
[4] quindi
[4] ora
[4] cosa
[4] facciamo
[4] formiamo
[4] futuri
[4] datasteward
[4] e
[4] attiviamo
[4] gli

Top Words in Tweet in G8:
[2] giorgio_alleva
[2] network
[2] evoluto
[2] e
[2] arricchito
[2] di
[2] nuovi
[2] partner
[2] per
[2] far

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:
[9] vous
[7] et
[6] des
[4] à
[3] méfiez
[3] promesses
[3] conseils
[3] conseillers
[3] fiez
[3] concret

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[203] data,stewards
[201] ambassadors,gdpr
[201] read,datavault_uk
[173] gdpr,datasteward
[144] one,thing
[144] thing,write
[144] write,set
[144] set,data
[144] data,protection
[144] protection,policies

Top Word Pairs in Tweet in G1:
[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 G2:
[201] read,datavault_uk
[201] data,stewards
[201] ambassadors,gdpr
[173] gdpr,datasteward
[144] one,thing
[144] thing,write
[144] write,set
[144] set,data
[144] data,protection
[144] protection,policies

Top Word Pairs in Tweet in G3:
[33] datagovernance,infogov
[30] infogov,datagov
[29] datagov,informationgovernance
[29] informationgovernance,datasteward
[29] datasteward,cdo
[24] information,governance
[8] become,certified
[8] certified,information
[8] governance,professional
[8] professional,2

Top Word Pairs in Tweet in G4:
[10] chief,datasteward
[10] datasteward,barbara
[10] barbara,deemer
[6] lessons,learned
[6] learned,chief
[4] webinar,lessons
[4] deemer,navient
[4] navient,formerly
[4] formerly,sallie
[4] sallie,mae

Top Word Pairs in Tweet in G5:
[12] datasteward,functioneel
[12] functioneel,ontwerper
[12] ontwerper,python
[12] python,tibco
[12] tibco,spotfire
[12] spotfire,etl
[12] etl,ijmuiden
[12] ijmuiden,noord
[12] noord,holland
[2] 1,reason

Top Word Pairs in Tweet in G7:
[4] quindi,ora
[4] ora,cosa
[4] cosa,facciamo
[4] facciamo,formiamo
[4] formiamo,futuri
[4] futuri,datasteward
[4] datasteward,e
[4] e,attiviamo
[4] attiviamo,gli
[4] gli,strumenti

Top Word Pairs in Tweet in G8:
[2] giorgio_alleva,network
[2] network,evoluto
[2] evoluto,e
[2] e,arricchito
[2] arricchito,di
[2] di,nuovi
[2] nuovi,partner
[2] partner,per
[2] per,far
[2] far,sì

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:
[3] méfiez,vous
[3] vous,des
[3] des,promesses
[3] promesses,et
[3] et,des
[3] des,conseils
[3] conseils,conseillers
[3] conseillers,fiez
[3] fiez,vous
[3] vous,à

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

Top Replied-To in G6:
@darenasc

Top Replied-To in G8:
@giorgio_alleva

Top Mentioned
Top Mentioned in Entire Graph:
@datavault_uk
@martateperek
@instinfogov
@eemcs_tud
@tudelft
@dgpros
@v_i_o_l_a
@navient
@gs1italy
@florian_meffre

Top Mentioned in G1:
@martateperek
@eemcs_tud
@tudelft
@v_i_o_l_a
@ihaslinger

Top Mentioned in G2:
@datavault_uk

Top Mentioned in G3:
@instinfogov

Top Mentioned in G4:
@dgpros
@navient
@dataversity

Top Mentioned in G5:
@maxis_inc
@josemurilo

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

Top Mentioned in G7:
@gs1italy

Top Mentioned in G8:
@gioprattichizzo
@giorgio_alleva

Top Mentioned in G9:
@paradigm_tech_
@jamie_champagne

Top Mentioned in G10:
@florian_meffre
@datagalaxy

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@soulcentralmag
@lkafle
@annettestr
@mistor_me
@darioandriani
@bbcscotland
@myahmctear
@v_i_o_l_a
@projectconsult_

Top Tweeters in G1:
@annettestr
@v_i_o_l_a
@tudelft
@oponiak
@dirkverdicchio
@amiekvdk
@celia_vgelder
@gjhouben
@martateperek
@barver333

Top Tweeters in G2:
@lkafle
@darioandriani
@myahmctear
@ai_rivers_
@kiwisteve14
@dlinstedt
@datavault_uk
@troublewithdata
@netlawman

Top Tweeters in G3:
@soulcentralmag
@mistor_me
@projectconsult_
@capitainejan
@microfocusimg
@johannscheeper7
@luizalisboa
@instinfogov

Top Tweeters in G4:
@thedmpl
@dataversity
@hugoallanmori
@navient
@dgpros
@mrbill_94592
@rptsandreqmnts

Top Tweeters in G5:
@vacatureseureka
@universejobs
@josemurilo
@lex_consultancy
@udigtech
@maxis_inc
@deanssolutions

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

Top Tweeters in G7:
@paoloigna1
@gs1italy
@manuelasoressi
@gs1italy_b2c

Top Tweeters in G8:
@istat_it
@gioprattichizzo
@giorgio_alleva

Top Tweeters in G9:
@paradigm_tech_
@papertamer
@jamie_champagne

Top Tweeters in G10:
@benoitcollet
@datagalaxy
@florian_meffre