The graph represents a network of 6,227 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 Saturday, 15 June 2019 at 01:17 UTC.
The requested start date was Saturday, 15 June 2019 at 01:12 UTC and the maximum number of tweets (going backward in time) was 10,000.
The tweets in the network were tweeted over the 3-day, 3-hour, 42-minute period from Monday, 10 June 2019 at 22:02 UTC to Friday, 14 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 : 6227
Unique Edges : 9923
Edges With Duplicates : 6997
Total Edges : 16920
Self-Loops : 3190
Reciprocated Vertex Pair Ratio : 0.0222265932336743
Reciprocated Edge Ratio : 0.0434866269001347
Connected Components : 858
Single-Vertex Connected Components : 369
Maximum Vertices in a Connected Component : 4185
Maximum Edges in a Connected Component : 14614
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.12054
Graph Density : 0.000268098713771014
Modularity : 0.490388
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1047] #bigdata,#analytics [823] gt,gt [807] #ai,#machinelearning [694] #analytics,#datascience [615] big,data [471] #ai,#iot [449] #datascience,#machinelearning [432] #bigdata,#datascience [424] #iot,#iiot [418] #datascience,#ai Top Word Pairs in Tweet in G1:
[772] gt,gt [769] #bigdata,#analytics [635] #analytics,#datascience [622] #ai,#machinelearning [391] #datascience,#machinelearning [375] #datascience,#ai [354] #iot,#iiot [342] #ai,#iot [318] artificial,intelligence [302] #bigdata,#datascience Top Word Pairs in Tweet in G2:
[204] big,data [102] #bigdata,#analytics [78] #bigdata,#iot [75] #bigdata,#hadoop [58] #iot,#analytics [57] #bigdata,#ai [57] #bigdata,#datascience [56] #analytics,#ai [47] artificial,intelligence [37] data,driven Top Word Pairs in Tweet in G3:
[56] big,data [18] #bigdata,#datascience [15] #bigdata,#analytics [15] #datascience,#bigdata [14] #analytics,#bigdata [12] #ai,#bigdata [10] #bigdata,#data [8] gt,gt [8] #bigdata,#ai [8] #artificialintelligence,#ai Top Word Pairs in Tweet in G4:
[33] #ai,#machinelearning [23] #bigdata,#ai [19] #fintech,#insurtech [18] #machinelearning,#deeplearning [16] big,data [16] #deeplearning,#bigdata [16] visa,enters [16] enters,125 [16] 125,trillion [16] trillion,global Top Word Pairs in Tweet in G5:
[46] seo,tools [22] tools,tips [22] tips,seo [22] ai,help [22] help,build [22] build,perfect [22] perfect,website [22] website,elaine [22] elaine,bennett [22] bennett,chatbotnews Top Word Pairs in Tweet in G6:
[35] #congratulations,tableau [35] tableau,lookerdata [35] lookerdata,being [35] being,acquired [35] acquired,salesforce [35] salesforce,google [35] google,respectively [35] respectively,two [35] two,deals [34] madana_hq,#congratulations Top Word Pairs in Tweet in G7:
[9] #bigdata,#ビッグデータ [8] community,edition [8] edition,v4 [7] #iot,#bigdata [6] #griddb,community [6] #ビッグデータ,#iot [5] #bigdata,#analytics [5] big,data [5] data,quotes [5] quotes,week Top Word Pairs in Tweet in G8:
[61] cloudexpo,silicon [61] silicon,valley [42] #hybridcloud,#hybridit [40] #cio,#ai [39] 70,exhibitors [38] #ai,#iot [37] 180,sponsors [37] sponsors,partners [37] partners,70 [37] expo,floor Top Word Pairs in Tweet in G9:
[14] #hcwb,#healthcarewithoutborders [14] #healthcarewithoutborders,#healthcarebeyobdborders [14] #healthcarebeyobdborders,#hcbb [14] #hcbb,#healthcarewithoutborder [13] #healthit,#emr [13] #emr,#ehr [13] #ehr,#hitech [13] #bigdata,#dataanalytics [10] #healthcarewithoutborder,#healthit [9] #hitech,#ehealth Top Word Pairs in Tweet in G10:
[51] identificar,patrocinar [51] patrocinar,algunas [51] algunas,campañas [51] campañas,políticas [51] políticas,golondrinos [51] golondrinos,quieran [51] quieran,correr [51] correr,diputados [50] monicataher,identificar [50] diputados,pa Top Replied-To in Entire Graph:
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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: