The graph represents a network of 6,107 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, 26 May 2019 at 07:20 UTC.
The requested start date was Sunday, 26 May 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 3-day, 4-hour, 28-minute period from Tuesday, 21 May 2019 at 21:15 UTC to Saturday, 25 May 2019 at 01:44 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 : 6107
Unique Edges : 10512
Edges With Duplicates : 6841
Total Edges : 17353
Number of Edge Types : 3
Mentions : 13972
Tweet : 3313
Replies to : 68
Self-Loops : 3313
Reciprocated Vertex Pair Ratio : 0.0205075381590037
Reciprocated Edge Ratio : 0.0401908607083869
Connected Components : 802
Single-Vertex Connected Components : 350
Maximum Vertices in a Connected Component : 4213
Maximum Edges in a Connected Component : 15231
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.300785
Graph Density : 0.00029225508993964
Modularity : 0.489587
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[962] #bigdata,#analytics [774] gt,gt [686] #ai,#machinelearning [592] big,data [583] #bigdata,#datascience [539] #datascience,#ai [486] #analytics,#datascience [466] #ai,#iot [450] #ai,#bigdata [398] #iot,#iiot Top Word Pairs in Tweet in G1:
[641] gt,gt [633] #bigdata,#analytics [507] #ai,#machinelearning [409] #datascience,#ai [398] #analytics,#datascience [358] #bigdata,#datascience [309] #machinelearning,#bigdata [274] #iot,#iiot [268] #digitalmarketing,#contentmarketing [267] #ai,#iot Top Word Pairs in Tweet in G2:
[190] big,data [115] #bigdata,#analytics [91] #bigdata,#ai [74] #ai,#bigdata [53] artificial,intelligence [48] gt,gt [41] #datascience,#bigdata [39] #ai,#iot [39] machine,learning [39] #bigdata,#machinelearning Top Word Pairs in Tweet in G3:
[84] read,more [70] #ai,#iot [70] #iot,#bigdata [59] #artificialintelligence,#ai [58] #machinelearning,#ml [52] #bigdata,#machinelearning [48] #ai,#machinelearning [44] #artificialintelligence,#ml [39] #machinelearning,#artificialintelligence [38] #ai,#bigdata Top Word Pairs in Tweet in G4:
[132] #bigdata,#datascience [55] #datascience,#ai [50] #bigdata,#machinelearning [49] #abdsc,#bigdata [48] #ai,#machinelearning [38] #datascience,#machinelearning [35] gt,gt [27] #machinelearning,#ai [24] much,more [23] cheat,sheet Top Word Pairs in Tweet in G5:
[43] big,data [21] #bigdata,#analytics [18] #166database,#marketcompetition [18] #marketcompetition,#databasespesifik [18] #databasespesifik,#surveyperusahaan [18] #surveyperusahaan,#bigdata [18] #bigdata,#indonesiaindustrialsummit2019 [18] #indonesiaindustrialsummit2019,#digitaldatabase [18] #digitaldatabase,#distributoralkes [16] #ai,#bigdata Top Word Pairs in Tweet in G6:
[13] #bigdata,#ai [12] #cybersecurity,#bigdata [12] #dataprotection,#privacy [12] #privacy,#infosec [11] #infosec,#cybersecurity [10] #ai,#artificialintelligence [10] #artificialintelligence,#bigdata [10] end,end [10] end,#encryption [10] #encryption,work Top Word Pairs in Tweet in G7:
[20] #bigdata,#analytics [19] #iot,#datasecurity [19] #datasecurity,#cloud [19] #cloud,#cibersecurity [19] #cibersecurity,#bigdata [19] #analytics,#internetofthings [19] #internetofthings,#smartcities [19] #smartcities,#ai [19] #ai,#smarthome [14] #smarthome,#digitaltransformation Top Word Pairs in Tweet in G8:
[11] hd,hyper [11] udibc,kennedystewart [11] kennedystewart,same [11] rodmickleburgh,kennedystewart [11] kennedystewart,mayorgregor [11] mayorgregor,sadhuajohnston [11] sadhuajohnston,mikebloomberg [11] mikebloomberg,udibc [11] udibc,jjhorgan [11] jjhorgan,thejagmeetsingh Top Word Pairs in Tweet in G9:
[44] sepsis,#1 [44] #1,killer [44] killer,hospitalized [44] hospitalized,patients [44] patients,progress [44] progress,slow [44] slow,treat [44] treat,upmc [44] upmc,study [44] study,helps Top Word Pairs in Tweet in G10:
[74] #iot,#iiot [51] #bigdata,#analytics [43] #ai,#iot [37] cloudexpo,join [36] #analytics,#datascience [36] #datascience,#ai [35] #fintech,#blockchain [33] #bigdata,#ai [32] #bigdata,#cloud [30] expo,floor Top Replied-To in Entire Graph:
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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: