The graph represents a network of 5,189 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 Thursday, 07 May 2020 at 17:35 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 26-minute period from Wednesday, 29 April 2020 at 10:38 UTC to Thursday, 07 May 2020 at 17:05 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 : 5189
Unique Edges : 14126
Edges With Duplicates : 10205
Total Edges : 24331
Number of Edge Types : 5
Retweet : 6983
MentionsInRetweet : 12700
Mentions : 2531
Tweet : 2014
Replies to : 103
Self-Loops : 2231
Reciprocated Vertex Pair Ratio : 0.0172013915732509
Reciprocated Edge Ratio : 0.0338210146304389
Connected Components : 942
Single-Vertex Connected Components : 547
Maximum Vertices in a Connected Component : 3292
Maximum Edges in a Connected Component : 21796
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.919188
Graph Density : 0.000586504011139156
Modularity : 0.426011
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 5,189 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 Thursday, 07 May 2020 at 17:35 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 26-minute period from Wednesday, 29 April 2020 at 10:38 UTC to Thursday, 07 May 2020 at 17:05 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #dataanalytics
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[8325] gt,gt [1275] #bigdata,#dataanalytics [1264] mikequindazzi,gt [909] #datascience,#dataanalytics [643] gt,#ai [575] #pwc,mikequindazzi [557] #machinelearning,#deeplearning [518] #ai,#iot [501] #ai,#machinelearning [454] #dataanalytics,#datascience Top Word Pairs in Tweet in G1:
[4013] gt,gt [599] mikequindazzi,gt [489] #bigdata,#dataanalytics [312] #pwc,mikequindazzi [298] gt,#ai [258] #ai,#iot [228] #data,#dataanalytics [218] read,more [213] #ai,#machinelearning [212] #dataanalytics,#analysis Top Word Pairs in Tweet in G2:
[1893] gt,gt [413] #bigdata,#dataanalytics [344] #machinelearning,#deeplearning [288] mikequindazzi,gt [269] #datascience,#dataanalytics [245] #defstar5,#machinelearning [230] #startups,#bigdata [206] #javascript,#reactjs [194] #bigdata,#datascience [179] tip,today Top Word Pairs in Tweet in G3:
[57] data,analytics [47] #datascience,#dataanalytics [29] teradata,provides [29] provides,lowest [29] lowest,cost [29] cost,query [29] query,enterprise [29] enterprise,scale [29] scale,#analytics [29] #analytics,#tdvantage Top Word Pairs in Tweet in G4:
[2269] gt,gt [356] mikequindazzi,gt [213] gt,#ai [202] #bigdata,#dataanalytics [184] #pwc,mikequindazzi [156] mikequindazzi,#iot [154] #ai,#iot [150] #ai,#ar [150] #ar,#vr [138] #ai,#bigdata Top Word Pairs in Tweet in G5:
[88] #datascience,#dataanalytics [74] gt,gt [70] #statistics,#dataanalytics [70] #dataanalytics,#datavisualization [68] #r,#rstats [65] #gis,#datascience [65] #datascience,#spatial [65] #spatial,#statistics [62] #rstats,#programming [61] #dataviz,#dataanalytics Top Word Pairs in Tweet in G6:
[153] #dataanalytics,provide [151] connected,devices [151] devices,growing [151] growing,exponentially [151] exponentially,#iot [151] #iot,#dataanalytics [151] provide,enterprises [151] enterprises,massive [151] massive,advantages [151] advantages,terms Top Word Pairs in Tweet in G7:
[50] #analytics,#dataanalytics [49] #data,#analytics [12] gt,gt [8] #tech,#technology [6] data,analytics [6] understanding,convergence [5] data,help [5] #datascience,#dataanalytics [4] covid,19 [4] data,science Top Word Pairs in Tweet in G8:
[55] #datascience,#dataanalytics [45] covid,19 [43] #padris,#research [43] #research,#innovation [43] #innovation,#datascience [43] #covid19,#healthcare [41] #recerca,#covid19 [37] programa,padris [37] padris,analítica [37] analítica,dades Top Word Pairs in Tweet in G9:
[22] tips,avoiding [22] #data,#analytics [20] bobviolino,shares [20] shares,tips [18] despite,#dataanalytics [18] #dataanalytics,consuming [18] consuming,significant [18] significant,portion [18] portion,#itbudgets [18] #itbudgets,guarantee Top Word Pairs in Tweet in G10:
[34] #datascience,#dataanalytics [32] #machinelearning,#datascience [31] #dataanalytics,#data [30] #data,#analytics [30] #technology,#mk6102 [30] #mk6102,#in6062 [29] #analytics,#iot [22] artificial,intelligence [21] #data,#technology [20] #iot,#data Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: