The graph represents a network of 5,170 Twitter users whose recent tweets contained "dataanalytics", 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 Tuesday, 27 August 2019 at 01:38 UTC.
The tweets in the network were tweeted over the 9-day, 11-hour, 36-minute period from Saturday, 17 August 2019 at 13:31 UTC to Tuesday, 27 August 2019 at 01:07 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 : 5170
Unique Edges : 12760
Edges With Duplicates : 11056
Total Edges : 23816
Number of Edge Types : 4
Retweet : 6647
Mentions : 14691
Tweet : 2363
Replies to : 115
Self-Loops : 2569
Reciprocated Vertex Pair Ratio : 0.016090331686662
Reciprocated Edge Ratio : 0.0316710654257536
Connected Components : 838
Single-Vertex Connected Components : 491
Maximum Vertices in a Connected Component : 3564
Maximum Edges in a Connected Component : 21836
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.100364
Graph Density : 0.000538772095063077
Modularity : 0.413828
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[10864] gt,gt [1840] mikequindazzi,gt [1374] #bigdata,#dataanalytics [848] read,more [837] #datascience,#dataanalytics [738] #pwc,mikequindazzi [709] gt,#ai [668] #bigdata,#analytics [667] gt,#pwc [624] #ai,#bigdata Top Word Pairs in Tweet in G1:
[9401] gt,gt [1561] mikequindazzi,gt [833] #bigdata,#dataanalytics [643] #pwc,mikequindazzi [602] gt,#ai [569] gt,#pwc [334] #ai,#iot [306] #datascience,#dataanalytics [293] #machinelearning,#deeplearning [279] gt,#iot Top Word Pairs in Tweet in G2:
[946] gt,gt [589] read,more [478] #bigdata,#analytics [396] #innovation,cc [381] sappartneredge,sappartnerbuild [370] more,#sappartner [370] #sappartner,#thebestrun [368] ronald_vanloon,read [366] cc,sappartneredge [357] #dataanalytics,#innovation Top Word Pairs in Tweet in G3:
[70] data,analytics [36] #datascience,#dataanalytics [29] #dataanalytics,#datascience [24] learn,more [22] find,out [19] #bigdata,#dataanalytics [17] check,out [17] #data,#dataanalytics [15] data,driven [14] https,t Top Word Pairs in Tweet in G4:
[120] #datascience,#dataanalytics [109] #analytics,#dataanalytics [102] #ml,#dl [100] #ai,#datascience [95] #dataanalytics,#dataviz [93] #bigdata,#analytics [88] #dataviz,#ml [84] #datascience,#bi [83] #sqlserver,#sql [83] #sql,#ai Top Word Pairs in Tweet in G5:
[93] #datascience,#dataanalytics [74] data,science [60] #data,#analytics [52] #dataanalytics,#infogov [51] #analytics,#dataanalytics [51] #dataanalytics,#dataprivacy [49] infomgmt,#dataanalytics [48] structured,unstructured [46] #dataanalytics,#datascience [44] #data,#digitaltransformation Top Word Pairs in Tweet in G6:
[294] gt,gt [96] mikequindazzi,gt [83] #machinelearning,#deeplearning [72] 4,ways [72] ways,#ai [72] problems,gt [72] gt,wef [72] wef,mikequindazzi [72] gt,#robots [72] #robots,#machinelearning Top Word Pairs in Tweet in G7:
[170] 20,ways [170] ways,achieve [170] achieve,#digitaltransformation [170] #digitaltransformation,#emergingtech [170] #emergingtech,#industry40 [170] #industry40,#ai [170] #ai,#datascience [170] #datascience,#iot [170] #iot,#robots [170] #robots,#robotics Top Word Pairs in Tweet in G8:
[31] data,science [29] #dataanalytics,track [26] lastrst,lawquant [23] #iltacon19,#dataanalytics [23] southern,hemisphere [23] hemisphere,3 [18] 3,30 [17] 3,3 [12] re,kicking [12] kicking,#iltacon19 Top Word Pairs in Tweet in G9:
[12] looking,lecturer [12] lecturer,position [12] position,great [12] great,group [12] group,qut [12] qut,currently [12] currently,two [12] two,openings [12] openings,area [12] area,stats Top Word Pairs in Tweet in G10:
[199] #regtech,ume_kyd [197] award,#regtech [193] #network,#fintech [191] #distributors,#network [160] #fund,#distributors [113] #marketing,#luxembourg [86] #fintech,#marketing [74] #marketing,#ai [67] #fintech,#ai [66] #ai,#marketing Top Replied-To in Entire Graph:
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Top Replied-To in G8:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: