The graph represents a network of 3,495 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 Tuesday, 12 February 2019 at 19:06 UTC.
The requested start date was Tuesday, 12 February 2019 at 19:03 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 10-hour, 7-minute period from Tuesday, 12 February 2019 at 08:56 UTC to Tuesday, 12 February 2019 at 19:03 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 : 3495
Unique Edges : 4787
Edges With Duplicates : 2822
Total Edges : 7609
Self-Loops : 2561
Reciprocated Vertex Pair Ratio : 0.0102254241227051
Reciprocated Edge Ratio : 0.0202438463308029
Connected Components : 944
Single-Vertex Connected Components : 595
Maximum Vertices in a Connected Component : 1701
Maximum Edges in a Connected Component : 5273
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.259338
Graph Density : 0.000355975049809483
Modularity : 0.524465
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[430] gt,gt [326] big,data [297] iot,bigdata [263] bigdata,analytics [245] ai,bigdata [232] bigdata,ai [201] ai,iot [152] read,more [151] artificial,intelligence [124] more,here Top Word Pairs in Tweet in G1:
[86] big,data [57] more,info [35] artificial,intelligence [35] info,bigdata [33] techjobs,devjobs [32] data,scientist [30] apply,now [30] devjobs,apply [28] machine,learning [28] gt,gt Top Word Pairs in Tweet in G2:
[347] gt,gt [113] iot,bigdata [110] ai,iot [88] ai,bigdata [88] read,more [83] more,here [78] mikequindazzi,gt [75] bigdata,ai [66] gt,pwc [64] iiot,cybersecurity Top Word Pairs in Tweet in G3:
[65] big,data [42] iot,bigdata [32] artificial,intelligence [30] bigdata,analytics [24] datascience,machinelearning [22] ai,iot [20] ai,bigdata [20] bigdata,ai [19] bigdata,datascience [19] analytics,bigdata Top Word Pairs in Tweet in G4:
[23] ai,bigdata [19] abdsc,bigdata [19] bigdata,iot [17] datascience,bigdata [16] ai,machinelearning [16] datasciencectrl,abdsc [15] bigdata,analytics [15] bigdata,ai [13] big,data [12] 12,excellent Top Word Pairs in Tweet in G5:
[22] big,data [12] delved,bigdata [12] bigdata,new [12] new,analytical [12] analytical,framework [12] framework,forest_research's [12] forest_research's,national [12] national,forest [12] forest,inventory [11] bobellamy,delved Top Word Pairs in Tweet in G6:
[38] gfaccord,bigdata [33] analytics,bigdata [32] bigdata,ai [31] award,regtech [30] ai,powered [29] powered,global [23] fund,distributors [22] network,fintech [21] distributors,network [20] ai,bigdata Top Word Pairs in Tweet in G7:
[41] bigdata,método [40] método,ganar [40] ganar,dinero [4] bigdata,apuesta [4] apuesta,pick [4] diarioas,bigdata [3] pronósticos,martes [3] martes,betdecision [2] betdecision,fenerbahcezenit [2] fenerbahcezenit,europaleague Top Word Pairs in Tweet in G8:
[39] bigdata,analytics [20] infographic,deeplearning [20] deeplearning,ksql [20] ksql,mqtt [20] mqtt,iot [20] iot,sensor [20] sensor,bigdata [16] machinelearning,datascience [16] datascience,ai [14] etn,electroneum Top Word Pairs in Tweet in G9:
[14] bigdata,master [9] mia,intervista [9] intervista,jjding99 [9] jjding99,cina [9] cina,e [9] e,intelligenzaartificiale [9] intelligenzaartificiale,e [9] e,bigdata [9] bigdata,anche [9] anche,minimaetmoralia Top Word Pairs in Tweet in G10:
[18] machinelearning,bigdata [17] new,post [17] post,quartzclinical [17] quartzclinical,offers [17] offers,better [17] better,quality [17] quality,healthcare [17] healthcare,machinelearning [17] bigdata,ad [16] simplemama2013,new Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: