The graph represents a network of 326 Twitter users whose recent tweets contained "#VBTransform", 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, 10 July 2019 at 18:07 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 34-minute period from Monday, 01 July 2019 at 16:30 UTC to Wednesday, 10 July 2019 at 18:05 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 : 326
Unique Edges : 514
Edges With Duplicates : 353
Total Edges : 867
Self-Loops : 88
Reciprocated Vertex Pair Ratio : 0.0626118067978533
Reciprocated Edge Ratio : 0.117845117845118
Connected Components : 28
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 264
Maximum Edges in a Connected Component : 777
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.889381
Graph Density : 0.00560641812175555
Modularity : 0.466475
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[50] #bigdata,#analytics [50] #analytics,#datascience [47] women,ai [35] san,francisco [33] venturebeat,#bigdata [32] deep,#reinforcementlearning [30] #vbtransform,2019 [30] next,week [30] gp_pulipaka,join [27] venturebeat,#vbtransform Top Word Pairs in Tweet in G1:
[49] #bigdata,#analytics [49] #analytics,#datascience [32] venturebeat,#bigdata [31] deep,#reinforcementlearning [29] gp_pulipaka,join [26] #reinforcementlearning,venturebeat [20] #machinelearning,#iot [20] #iot,#iiot [20] #python,#rstats [19] #datascience,#machinelearning Top Word Pairs in Tweet in G2:
[13] deepak,agarwal [11] cto,kevin_scott [10] microsoft,cto [8] san,francisco [8] fireside,chat [8] aj,abdallat [7] kevin_scott,deepak [7] vp,ai [7] #ai,#vbtransform [6] ai,linkedin Top Word Pairs in Tweet in G3:
[23] women,ai [10] venturebeat,#vbtransform [9] ai,breakfast [8] full,house [7] #womeninai,breakfast [6] breakfast,#vbtransform [6] inhicho,joanbajorek [6] breakfast,panel [5] joanbajorek's,#careeradvice [5] #careeradvice,women Top Word Pairs in Tweet in G4:
[18] develop,better [18] better,forecasting [18] forecasting,#retail [18] #retail,walmartlabs [18] walmartlabs,leveraging [18] leveraging,rapidsai [18] rapidsai,accelerate [18] accelerate,end [18] end,end [18] end,data Top Word Pairs in Tweet in G5:
[11] july,10 [10] event,summer [9] 10,11 [9] hottest,ai [9] ai,event [8] venturebeat,#vbtransform [8] 11,bold360 [7] interested,learning [7] learning,more [7] more,ai Top Word Pairs in Tweet in G6:
[4] microsoftsv,wednesday [4] wednesday,#vbtransform [4] #vbtransform,hear [4] hear,_timobrien [4] _timobrien,gm [4] gm,ai [4] ai,programs [4] programs,microsoft [4] microsoft,panel [4] panel,salesforce's Top Word Pairs in Tweet in G7:
[3] #vbdaw19,#vbtransform [2] venturebeat,transform [2] cto,airbnb [2] zero,need [2] need,companies [2] companies,build [2] build,ai [2] ai,stack [2] stack,use [2] use,favorite Top Word Pairs in Tweet in G9:
[2] svp,engineering [2] engineering,brown [2] panel,discussion Top Word Pairs in Tweet in G10:
[6] #vbdaw19,#vbtransform [5] diversity,around [5] around,inclusion [5] inclusion,takes [5] takes,action [5] action,#vbdaw19 [4] laquicheparrott,diversity 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 G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
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 G9:
Top Tweeters in G10: