The graph represents a network of 2,363 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 14 June 2019 at 08:58 UTC.
The requested start date was Friday, 14 June 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 19-hour, 3-minute period from Tuesday, 11 June 2019 at 14:15 UTC to Thursday, 13 June 2019 at 09:18 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 : 2363
Unique Edges : 4442
Edges With Duplicates : 3726
Total Edges : 8168
Number of Edge Types : 3
Mentions : 7078
Tweet : 1062
Replies to : 28
Self-Loops : 1062
Reciprocated Vertex Pair Ratio : 0.0185222878078567
Reciprocated Edge Ratio : 0.0363709032773781
Connected Components : 165
Single-Vertex Connected Components : 78
Maximum Vertices in a Connected Component : 2030
Maximum Edges in a Connected Component : 7771
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.875944
Graph Density : 0.000896548289087015
Modularity : 0.434689
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1149] #bigdata,#analytics [992] #analytics,#datascience [883] gt,gt [765] #datascience,#ai [674] #ai,#machinelearning [652] #iot,#bigdata [635] #ai,#iot [635] #iot,#iiot [422] #iiot,#pytorch [394] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[991] #bigdata,#analytics [899] #analytics,#datascience [697] #datascience,#ai [587] #ai,#machinelearning [531] #iot,#iiot [383] #iiot,#pytorch [347] #machinelearning,#iot [345] #datascience,#machinelearning [334] #ai,#iot [302] gt,gt Top Word Pairs in Tweet in G2:
[504] gt,gt [142] #ai,#iot [124] #iot,#bigdata [99] mikequindazzi,gt [72] #bigdata,#analytics [65] #analytics,#datascience [51] #ai,#machinelearning [50] #iot,#internetofthings [49] #datascience,#ai [49] #iot,#iiot Top Word Pairs in Tweet in G3:
[112] #bigdata,#iot [77] #iot,#analytics [74] #analytics,#ai [64] #iot,#bigdata [41] #ai,#iot [36] big,data [29] #bigdata,#analytics [27] gt,gt [24] #analytics,#datascience [24] #ai,#machinelearning Top Word Pairs in Tweet in G4:
[88] identificar,patrocinar [88] patrocinar,algunas [88] algunas,campañas [88] campañas,políticas [88] políticas,golondrinos [88] golondrinos,quieran [88] quieran,correr [88] correr,diputados [87] monicataher,identificar [87] diputados,pa Top Word Pairs in Tweet in G5:
[67] check,out [52] #fintech,#insurtech [51] big,#bigdata [51] #bigdata,check [51] out,#iot [51] #iot,#digitaltransformation [51] #digitaltransformation,#dataviz [51] #dataviz,#analytics [51] #analytics,#fintech [50] #insurtech,#4ir Top Word Pairs in Tweet in G6:
[22] #iot,#bigdata [12] #bigdata,#iot [12] big,data [9] #iot,#ai [6] #bigdata,#ai [6] download,high [6] high,resolution [6] resolution,here [5] #internetofthings,#iot [4] #deeplearning,#iot Top Word Pairs in Tweet in G7:
[24] #iot,#bigdata [24] exists,without [16] #infographic,follow [15] #ai,#iot [15] machine,learning [14] #iot,#cybersecurity [14] #cybersecurity,#bigdata [12] relationship,between [12] between,#machinelearning [12] #machinelearning,#ai Top Word Pairs in Tweet in G8:
[44] available,demand [44] demand,rwang0 [44] rwang0,constellationr [44] constellationr,leads [44] leads,info [44] info,packed [44] packed,#mstrwebcast [44] #mstrwebcast,discussing [44] discussing,#ai [44] #ai,driven Top Word Pairs in Tweet in G9:
[57] #iot,#bigdata [19] #bigdata,#machinelearning [14] catedratef_uex,organiza [14] organiza,#cursodeverano [14] #cursodeverano,infouex [14] infouex,internet [14] internet,things [14] things,#iot [13] catedratef_uex,catedratef_uex [13] #machinelearning,# Top Word Pairs in Tweet in G10:
[5] dianaepatterson,spectre_trader [5] spectre_trader,zakstraderscafe [5] zakstraderscafe,equity_research [5] equity_research,smarkus [5] smarkus,georam72 [5] georam72,vegpatchshares [5] vegpatchshares,therealgmonkee [4] conkers3,dianaepatterson [4] therealgmonkee,yaioxo [2] c,ops Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Replied-To in G10:
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: