The graph represents a network of 510 Twitter users whose recent tweets contained "#StrataData", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 27 March 2019 at 01:49 UTC.
The tweets in the network were tweeted over the 9-day, 16-hour, 58-minute period from Sunday, 17 March 2019 at 08:47 UTC to Wednesday, 27 March 2019 at 01:46 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
Vertices : 510
Unique Edges : 789
Edges With Duplicates : 585
Total Edges : 1374
Self-Loops : 209
Reciprocated Vertex Pair Ratio : 0.0395348837209302
Reciprocated Edge Ratio : 0.0760626398210291
Connected Components : 61
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 366
Maximum Edges in a Connected Component : 1139
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.794007
Graph Density : 0.00344389229169074
Modularity : 0.520998
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[118] #stratadata,sf [94] san,francisco [82] next,week [56] stop,booth [47] week,san [43] learn,more [41] #stratadata,conference [38] co,founder [37] #stratadata,next [35] catch,co Top Word Pairs in Tweet in G1:
[45] #stratadata,sf [17] strataconf,sf [16] learn,more [16] machine,learning [15] practical,techniques [15] techniques,interpretable [15] interpretable,#machinelearning [13] next,week [12] speak,strataconf [11] strataconf,#stratadata Top Word Pairs in Tweet in G2:
[18] ethics,summit [16] #stratadata,sf [15] track,#stratadata [14] emanuel,moss [13] data,ethics [13] moss,datasociety [13] datasociety,makes [13] makes,point [13] point,ethics [13] ethics,suffers Top Word Pairs in Tweet in G3:
[22] ai,ethics [12] book,recommendations [12] recommendations,ykanellopoulos [12] ykanellopoulos,ai [12] ethics,include [12] include,ndiakopoulos [12] ndiakopoulos,soccermatics [12] soccermatics,mathbabedotorg [12] mathbabedotorg,merbroussard [12] cjpiovesan,#stratadata Top Word Pairs in Tweet in G4:
[31] join,session [26] big,data [26] game,changing [24] changing,bi [20] kyvos,game [19] #stratadata,sf [19] session,#stratadata [19] learn,kyvos [19] #stratadata,learn [16] instant,access Top Word Pairs in Tweet in G5:
[7] #stratadata,conference [7] strata,data [5] next,week [4] #stratadata,sf [4] come,see [3] going,#stratadata [3] #stratadata,conf [3] ready,revolutionize [3] revolutionize,#datascience [3] #datascience,analytics Top Word Pairs in Tweet in G6:
[15] #stratadata,sf [7] #stratadata,conference [7] join,frlazzeri [7] frlazzeri,3 [7] 3,25 [7] 25,3 [7] 3,26 [7] 26,#stratadata [7] sf,person [7] person,training Top Word Pairs in Tweet in G7:
[35] catch,co [35] co,founder [35] founder,superguenter [31] heading,#stratadata [31] #stratadata,next [31] next,week [31] week,san [31] san,francisco [29] mesosphere,heading [16] francisco,catch Top Word Pairs in Tweet in G8:
[9] vp,artificial [9] artificial,intelligence [7] dr,patrick [7] patrick,lucey [7] lucey,vp [7] intelligence,presenting [7] presenting,data [7] data,case [7] case,study [7] study,keynote Top Word Pairs in Tweet in G9:
[9] learn,implementation [9] implementation,dynamic [9] dynamic,pricing [9] pricing,lyfteng [9] lyfteng,running [9] running,python [9] python,apacheflink [9] apacheflink,apachebeam [9] apachebeam,#stratadata [9] #stratadata,sf Top Word Pairs in Tweet in G10:
[9] #redhat's,cloudstorageguy [9] cloudstorageguy,examines [9] examines,barriers [9] barriers,organizations [9] organizations,face [9] face,data [9] data,economy [9] economy,re [9] re,overcoming [8] redhat,#redhat's Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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:
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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:
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Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: