The graph represents a network of 4,897 Twitter users whose tweets in the requested range contained "#bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 04 September 2019 at 07:19 UTC.
The requested start date was Sunday, 01 September 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 10,000.
The tweets in the network were tweeted over the 1-day, 9-hour, 13-minute period from Friday, 30 August 2019 at 00:36 UTC to Saturday, 31 August 2019 at 09:50 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 : 4897
Unique Edges : 7608
Edges With Duplicates : 6509
Total Edges : 14117
Number of Edge Types : 3
Mentions : 9743
Tweet : 4292
Replies to : 82
Self-Loops : 4292
Reciprocated Vertex Pair Ratio : 0.00990231500066908
Reciprocated Edge Ratio : 0.0196104412349278
Connected Components : 965
Single-Vertex Connected Components : 580
Maximum Vertices in a Connected Component : 3061
Maximum Edges in a Connected Component : 11609
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.876894
Graph Density : 0.000314776887543527
Modularity : 0.448529
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1063] #bigdata,#analytics [794] #ai,#machinelearning [779] #analytics,#datascience [762] #datascience,#ai [663] big,data [616] #ai,#bigdata [573] #machinelearning,#iot [464] #bigdata,#datascience [453] #iot,#iiot [442] machine,learning Top Word Pairs in Tweet in G1:
[238] #ai,#machinelearning [228] gt,gt [193] #bigdata,#analytics [148] #analytics,#datascience [140] #datascience,#ai [128] machine,learning [120] #bigdata,#ai [115] #ai,#bigdata [115] #machinelearning,#iot [102] read,more Top Word Pairs in Tweet in G2:
[209] big,data [149] #ai,#bigdata [147] apply,now [140] #bigdata,#developer [108] #techjobs,#devjobs [101] #devjobs,apply [84] #big,data [68] #ai,#analyst [65] #analyst,#bigdata [55] #robotics,#bigdata Top Word Pairs in Tweet in G3:
[105] big,data [82] #bigdata,#analytics [65] #ai,#bigdata [55] #bigdata,#datascience [41] #bigdata,#hadoop [35] #bigdata,#ai [34] #bigdata,#iot [30] #bigdata,analyticsweek [30] analyticsweek,#futureofdata [30] #futureofdata,#podcast Top Word Pairs in Tweet in G4:
[346] iam,platform [346] platform,curated [346] curated,tweet [153] #bigdata,#datascience [145] big,data [122] #bigdata,#analytics [94] #analytics,#datascience [84] #datascience,#ai [82] gt,gt [81] #ai,#machinelearning Top Word Pairs in Tweet in G5:
[66] #abdsc,#bigdata [62] #bigdata,#datascience [52] kirkdborne,free [51] microsoft,#mathematics [51] #mathematics,#statistics [50] free,479 [50] 479,page [50] page,ebook [50] ebook,microsoft [50] #statistics,foundations Top Word Pairs in Tweet in G6:
[572] #bigdata,#analytics [470] #analytics,#datascience [469] #datascience,#ai [383] #ai,#machinelearning [333] #machinelearning,#iot [261] #iot,#iiot [173] #iiot,#pytorch [169] machine,learning [127] #cybersecurity,#databreach [100] data,science Top Word Pairs in Tweet in G7:
[57] #bigdata,#iot [50] #datascience,#bigdata [45] #industry40,#artificialintelligenge [45] #artificialintelligenge,#machinelearning [45] #machinelearning,#datascience [42] #bigdata,#dataviz [39] #iot,#analytics [31] #dataviz,#infographic [30] #analytics,#ai [28] big,data Top Word Pairs in Tweet in G8:
[116] #bigdata,playing [116] playing,transformative [116] transformative,role [116] role,recruitment [116] recruitment,process [116] process,increasing [116] increasing,transparency [116] transparency,aiding [116] aiding,resume [115] stpiindia,#bigdata Top Word Pairs in Tweet in G9:
[20] artificial,intelligence [19] #azure,#cosmosdb [19] #cosmosdb,#database [19] #database,#nosql [19] #nosql,#sql [18] #sql,#bigdata [17] #cosmosdb,#azure [16] #bigdata,#robotics [16] prescriptive,analytics [16] analytics,future Top Word Pairs in Tweet in G10:
[20] #datascience,#bigdata [17] #bigdata,#datascience [17] jl_mico,beyoncé [17] beyoncé,#industry40 [17] #industry40,#artificialintelligenge [17] #artificialintelligenge,#machinelearning [17] #machinelearning,#datascience [17] #bigdata,#dataviz [17] #dataviz,#infographic [17] #infographic,#marketing Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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