The graph represents a network of 5,340 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 Sunday, 24 March 2019 at 07:20 UTC.
The requested start date was Sunday, 24 March 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, 21-minute period from Friday, 22 March 2019 at 14:39 UTC to Sunday, 24 March 2019 at 00:01 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 : 5340
Unique Edges : 8663
Edges With Duplicates : 7099
Total Edges : 15762
Number of Edge Types : 3
Tweet : 4088
Mentions : 11580
Replies to : 94
Self-Loops : 4088
Reciprocated Vertex Pair Ratio : 0.0112549240292628
Reciprocated Edge Ratio : 0.0222593210907067
Connected Components : 938
Single-Vertex Connected Components : 468
Maximum Vertices in a Connected Component : 3149
Maximum Edges in a Connected Component : 12911
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.106458
Graph Density : 0.000315149704001296
Modularity : 0.464179
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1203] gt,gt [864] bigdata,analytics [658] big,data [619] ai,bigdata [530] ai,machinelearning [487] iot,bigdata [407] artificial,intelligence [405] analytics,datascience [396] ai,iot [391] datascience,ai Top Word Pairs in Tweet in G1:
[997] gt,gt [431] bigdata,analytics [310] ai,machinelearning [310] datascience,ai [301] analytics,datascience [239] iot,iiot [211] ai,iot [195] machinelearning,deeplearning [193] mikequindazzi,gt [181] iot,bigdata Top Word Pairs in Tweet in G2:
[254] big,data [179] bigdata,analytics [151] bigdata,ai [110] ai,bigdata [106] bigdata,hadoop [71] ai,powered [70] georgios,fradelos [60] analytics,hied [58] data,bigdata [58] read,more Top Word Pairs in Tweet in G3:
[100] ai,machinelearning [91] gt,gt [84] ai,bigdata [80] artificial,intelligence [74] bigdata,ai [73] machinelearning,ml [72] artificialintelligence,ai [64] ml,dl [63] machine,learning [60] big,data Top Word Pairs in Tweet in G4:
[165] big,data [126] more,info [77] info,bigdata [64] hiring,big [60] apply,now [56] datascientist,developer [55] ai,bigdata [46] tweetmyjobs,jobseekers [43] data,engineer [43] data,scientist Top Word Pairs in Tweet in G5:
[105] bigdata,datascience [99] artificial,intelligence [94] read,more [87] more,here [68] pdf,version [68] version,brilliant [68] brilliant,machinelearning [68] machinelearning,cheatsheets [68] cheatsheets,cover [68] cover,content Top Word Pairs in Tweet in G6:
[55] analytics,bigdata [27] big,data [24] machine,learning [23] ai,analytics [19] bigdata,datascience [17] ai,bigdata [17] data,governance [17] governance,101 [17] 101,analytics [17] bigdata,datagovernance Top Word Pairs in Tweet in G7:
[127] open,iot [127] iot,blockchain [127] blockchain,ai [127] ai,bigdata [127] bigdata,ubiquity [127] exist,many [127] many,people [123] ubiquity,iot3 [123] iot3,exist [121] paradigminov8,open Top Word Pairs in Tweet in G8:
[11] influencers,influencermarketing [10] business,internet [10] internet,seo [10] seo,marketing [10] marketing,webdesign [10] webdesign,analytics [10] analytics,smm [10] smm,sales [10] sales,startup [10] startup,tech Top Word Pairs in Tweet in G9:
[51] ai,iot [45] surging,economy [45] economy,massive [45] massive,erd [45] erd,disruptive [45] disruptive,innovations [45] innovations,focused [45] focused,emerging [45] emerging,tech [44] tech,ai Top Word Pairs in Tweet in G10:
[24] big,data [18] hoy,hace [18] hace,justo [18] justo,13 [18] 13,años [18] años,q [18] q,jack [18] jack,dorsey [18] dorsey,jack [18] jack,fundador Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: