The graph represents a network of 6,017 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, 16 June 2019 at 07:22 UTC.
The requested start date was Sunday, 16 June 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, 3-hour, 41-minute period from Tuesday, 11 June 2019 at 22:03 UTC to Saturday, 15 June 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 : 6017
Unique Edges : 9989
Edges With Duplicates : 6742
Total Edges : 16731
Number of Edge Types : 3
Mentions : 13485
Tweet : 3168
Replies to : 78
Self-Loops : 3168
Reciprocated Vertex Pair Ratio : 0.0210174818306816
Reciprocated Edge Ratio : 0.0411696806464025
Connected Components : 798
Single-Vertex Connected Components : 348
Maximum Vertices in a Connected Component : 4150
Maximum Edges in a Connected Component : 14602
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.127232
Graph Density : 0.000287196029688931
Modularity : 0.488019
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[964] #bigdata,#analytics [819] gt,gt [683] #ai,#machinelearning [605] big,data [564] #analytics,#datascience [503] #ai,#iot [473] #bigdata,#datascience [451] #datascience,#machinelearning [424] #iot,#iiot [414] #datascience,#ai Top Word Pairs in Tweet in G1:
[642] gt,gt [237] #ai,#iot [224] #bigdata,#analytics [212] #iot,#bigdata [189] big,data [145] #ai,#machinelearning [127] #bigdata,#datascience [126] #datascience,#machinelearning [124] #machinelearning,#deeplearning [123] #analytics,#datascience Top Word Pairs in Tweet in G2:
[160] #ai,#machinelearning [150] #bigdata,#analytics [123] #bigdata,#datascience [116] #bigdata,#machinelearning [96] #datascience,#ai [94] #analytics,#datascience [91] #datascience,#machinelearning [69] read,more [68] artificial,intelligence [65] #artificialintelligence,#ai Top Word Pairs in Tweet in G3:
[402] #bigdata,#analytics [301] #analytics,#datascience [267] #ai,#machinelearning [213] #datascience,#machinelearning [212] #iot,#iiot [196] #datascience,#ai [183] #machinelearning,#bigdata [168] #bigdata,#datascience [156] #digitalmarketing,#contentmarketing [149] artificial,intelligence Top Word Pairs in Tweet in G4:
[59] big,data [21] #bigdata,#analytics [12] #bigdata,#hadoop [11] #datascience,#bigdata [11] #bigdata,#data [11] #ai,#bigdata [11] data,#bigdata [9] #bigdata,#datascience [9] #bigdata,#ai [9] #iot,#bigdata Top Word Pairs in Tweet in G5:
[40] seo,tools [25] gt,gt [24] big,data [23] #bigdata,#analytics [22] ai,help [22] help,build [22] build,perfect [22] perfect,website [22] website,elaine [22] elaine,bennett Top Word Pairs in Tweet in G6:
[43] #congratulations,tableau [43] tableau,lookerdata [43] lookerdata,being [43] being,acquired [43] acquired,salesforce [43] salesforce,google [43] google,respectively [43] respectively,two [43] two,deals [42] madana_hq,#congratulations Top Word Pairs in Tweet in G7:
[28] #bigdata,#analytics [16] #iot,#datasecurity [16] #datasecurity,#cloud [16] #cloud,#cibersecurity [16] #cibersecurity,#bigdata [16] #analytics,#internetofthings [16] #ai,#smarthome [15] #internetofthings,#smartcities [15] #smartcities,#ai [14] #smarthome,#digitaltransformation Top Word Pairs in Tweet in G8:
[19] #iupascualbravo4_0,#bigdata [19] #bigdata,#iot [17] 4,0 [17] #iot,#inteligenciaartificial [16] iupascualbravo,#iupascualbravo4_0 [16] #inteligenciaartificial,#blockchain [12] #bigdata,#dataanalytics [12] #hcwb,#healthcarewithoutborders [12] #healthcarewithoutborders,#healthcarebeyobdborders [12] #healthcarebeyobdborders,#hcbb Top Word Pairs in Tweet in G9:
[46] #artificialintelligence,#ai [42] #ai,#machinelearning [39] #machinelearning,#ml [38] #ml,#dl [36] #dl,#bigdata [36] #bigdata,cc [20] cc,simonlporter [19] simonlporter,spirosmargaris [19] big,data [17] spirosmargaris,kirkdborne Top Word Pairs in Tweet in G10:
[20] top,100 [20] 2019,list [13] #bigdata,influencers [10] honored,top [10] 100,#artificialintelligence [10] #artificialintelligence,#bigdata [10] influencers,2019 [10] congrats,mclynd [10] mclynd,making [10] making,top Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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