The graph represents a network of 6,192 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 Sunday, 17 March 2019 at 16:01 UTC.
The tweets in the network were tweeted over the 9-day, 19-hour, 46-minute period from Thursday, 07 March 2019 at 19:46 UTC to Sunday, 17 March 2019 at 15:33 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 : 6192
Unique Edges : 13732
Edges With Duplicates : 10544
Total Edges : 24276
Number of Edge Types : 4
Retweet : 6990
Mentions : 14548
Tweet : 2559
Replies to : 179
Self-Loops : 2728
Reciprocated Vertex Pair Ratio : 0.0228481789660346
Reciprocated Edge Ratio : 0.0446756017870241
Connected Components : 1094
Single-Vertex Connected Components : 583
Maximum Vertices in a Connected Component : 3746
Maximum Edges in a Connected Component : 20423
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.993276
Graph Density : 0.000391212425138266
Modularity : 0.473942
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[11686] gt,gt [1831] mikequindazzi,gt [1556] bigdata,dataanalytics [1414] ai,iot [1078] datascience,dataanalytics [1028] iot,bigdata [791] dataanalytics,datascience [665] data,dataanalytics [618] machinelearning,deeplearning [573] machinelearning,datascience Top Word Pairs in Tweet in G1:
[10650] gt,gt [1644] mikequindazzi,gt [1202] ai,iot [945] bigdata,dataanalytics [915] iot,bigdata [603] datascience,dataanalytics [512] pwc,mikequindazzi [490] gt,pwc [487] mikequindazzi,ai [487] gt,ai Top Word Pairs in Tweet in G2:
[664] gt,gt [189] bigdata,dataanalytics [147] read,more [137] mikequindazzi,gt [111] machinelearning,deeplearning [104] analytics,dataanalytics [99] datascience,dataanalytics [90] dataanalytics,bigdata [88] ai,artificialintelligence [82] read,full Top Word Pairs in Tweet in G3:
[67] data,analytics [39] dataanalytics,datascience [36] bigdata,dataanalytics [35] analytics,dataanalytics [29] data,dataanalytics [28] datascience,dataanalytics [21] ai,dataanalytics [17] gt,gt [15] big,data [14] dataanalytics,machinelearning Top Word Pairs in Tweet in G4:
[342] dataanalytics,buildingtomorrowtoday [326] re,entering [326] entering,new [326] new,world [326] world,data [326] data,more [326] more,important [326] important,software [326] software,quote [326] quote,timoreilly Top Word Pairs in Tweet in G5:
[111] gt,gt [57] dataanalytics,datascience [46] bigdata,dataanalytics [45] datascience,dataanalytics [41] ai,machinelearning [32] data,dataanalytics [30] machinelearning,datascience [30] machinelearning,dataanalytics [26] dataanalytics,machinelearning [23] datascience,datascientist Top Word Pairs in Tweet in G6:
[43] data,science [37] analytics,datascience [36] dataanalytics,marketing [35] seo,dataanalytics [34] marketing,analytics [31] harvardbiz,dataanalytics [30] science,art [30] art,persuasion [30] persuasion,scottberinato [30] scottberinato,ia Top Word Pairs in Tweet in G7:
[55] analytics,dataanalytics [55] softwaredevelopment,webdevelopment [55] webdevelopment,coding [55] coding,javascript [55] javascript,enterprisetech [55] enterprisetech,dataanalytics [50] gt,gt [42] dataanalytics,dataviz [40] dataanalytics,softwaretesting [38] bigdata,dataanalytics Top Word Pairs in Tweet in G8:
[60] bigdata,dataanalytics [48] datascience,dataanalytics [48] gt,gt [34] fintech,banking [33] innovation,fintech [32] dataanalytics,datascience [32] machinelearning,bigdata [28] ai,machinelearning [21] data,science [21] financialservices,payments Top Word Pairs in Tweet in G9:
[33] bigdata,dataanalytics [24] gt,gt [16] ai,dataanalytics [15] dataanalytics,machinelearning [13] achilles',heel [13] heel,ai [13] ai,rschmelzer [13] rschmelzer,bigdata [12] dataanalytics,datascience [12] dataanalytics,digitaltransformation Top Word Pairs in Tweet in G10:
[67] dataanalytics,omkar_raii [41] state,art [41] art,indiaurbanobservatory [41] indiaurbanobservatory,launched [41] launched,mohua_india [41] mohua_india,partnership [41] partnership,cisco [41] cisco,improve [41] improve,governance [41] governance,enhance 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: