The graph represents a network of 1,768 Twitter users whose recent tweets contained "datagovernance", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 14:04 UTC.
The tweets in the network were tweeted over the 1493-day, 13-hour, 25-minute period from Saturday, 09 February 2019 at 10:22 UTC to Monday, 13 March 2023 at 23:48 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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
Vertices : 1768
Unique Edges : 1337
Edges With Duplicates : 6176
Total Edges : 7513
Number of Edge Types : 9
Retweet : 1344
MentionsInRetweet : 1854
Tweet : 2885
Replies to : 61
MentionsInReplyTo : 108
Mentions : 1071
Quote : 96
MentionsInQuote : 93
MentionsInQuoteReply : 1
Self-Loops : 3221
Reciprocated Vertex Pair Ratio : 0.0501489572989076
Reciprocated Edge Ratio : 0.0955082742316785
Connected Components : 398
Single-Vertex Connected Components : 252
Maximum Vertices in a Connected Component : 905
Maximum Edges in a Connected Component : 5748
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.189154
Graph Density : 0.000677004509522237
Modularity : 0.27875
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,768 Twitter users whose recent tweets contained "datagovernance", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 14:04 UTC.
The tweets in the network were tweeted over the 1493-day, 13-hour, 25-minute period from Saturday, 09 February 2019 at 10:22 UTC to Monday, 13 March 2023 at 23:48 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : datagovernance
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[871] data,governance [855] #datagovernance,#cdo [820] #cdo,#finperform [344] #cdo,#datagovernance [333] #datagovernance,#dataintelligence [261] #datagovernance,#datamanagement [219] #datascience,#ds [212] data,vault [193] #ai,#machinelearning [191] #datamanagement,#dataquality Top Word Pairs in Tweet in G1:
[94] data,governance [56] #isgproviderlens,report [56] embedded,#analytics [43] report,finds [43] #analytics,#businessintelligence [37] #datagovernance,platforms [25] insights,enterprises [25] #businessintelligence,#datagovernance [24] capturing,storing [24] investing,embedded Top Word Pairs in Tweet in G2:
[218] #datascience,#ds [179] #dataengineering,#datagovernance [161] #datamanagement,#dataquality [152] #datagovernance,#datamanagement [139] thanks,richardeudes [137] richardeudes,#datascience [135] #bigdata,#businessanalytics [134] #ds,#bigdata [118] #bigdata,#dataengineering [117] #businessanalytics,#ba Top Word Pairs in Tweet in G3:
[52] increasingly,important [42] becomes,increasingly [42] availability,becomes [42] important,nations [42] concept,data [42] visibility,understood [42] understood,availability [42] nations,aspire [42] data,visibility [34] aspire,digi Top Word Pairs in Tweet in G4:
[137] #ai,#machinelearning [133] #machinelearning,#datajobs [128] #datajobs,#mljobs [119] #mljobs,#bigdata [116] #bigdata,#datascience [113] #aijobs,#aicareers [113] #datascience,#aijobs [113] #aicareers,#hiringnow [64] ensuring,accuracy [62] accuracy,security Top Word Pairs in Tweet in G5:
[112] data,governance [43] data,driven [36] #datagovernance,#datamanagement [32] data,science [29] citizen,data [28] #datagovernance,#datasecurity [28] learn,more [25] best,practices [21] #data,#datagovernance [20] #datacapacity,#optimization Top Word Pairs in Tweet in G6:
[206] data,vault [170] #datasteward,#business [170] #cfo,#cio [170] #business,#ceo [170] #cio,#cdo [170] #ceo,#cfo [137] #casestudy,#datasteward [137] see,data [137] read,#casestudy [136] #cdo,#datagovernance Top Word Pairs in Tweet in G7:
[31] #datagovernance,#cdo [27] último,informatica [27] informatica,daily [24] latest,chief [24] data,officer [24] chief,data [24] officer,daily [23] daily,gracias [20] #cdo,#datagovernance [18] daily,thanks Top Word Pairs in Tweet in G8:
[21] school,latam [20] #datagovernance,school [17] spinoff,cpdplatam [17] dgsl,academic [17] 26,27 [17] academic,spinoff [16] cpdplatam,april [16] hear,launching [16] hear,hear [16] latam,dgsl Top Word Pairs in Tweet in G9:
[164] #datagovernance,#dataintelligence [93] data,governance [59] recorded,webinar [38] blog,#datagovernance [31] webinar,#datagovernance [28] data,steward [23] latest,data [23] #datagovernance,#data [23] steward,daily [23] best,practices Top Word Pairs in Tweet in G10:
[820] #cdo,#finperform [820] #datagovernance,#cdo [187] #cdo,#datagovernance [187] #regtech,#cdo [174] data,governance [51] data,management [48] yahoo,finance [46] digital,journal [46] regtech,market [45] fintech,global Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: