The graph represents a network of 1,374 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 20 July 2019 at 19:59 UTC.
The requested start date was Friday, 19 July 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 4-day, 22-hour, 22-minute period from Sunday, 14 July 2019 at 01:38 UTC to Friday, 19 July 2019 at 00:00 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 : 1374
Unique Edges : 2987
Edges With Duplicates : 4368
Total Edges : 7355
Number of Edge Types : 3
Mentions : 6726
Tweet : 621
Replies to : 8
Self-Loops : 621
Reciprocated Vertex Pair Ratio : 0.0143389733295096
Reciprocated Edge Ratio : 0.0282725473565168
Connected Components : 48
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 1291
Maximum Edges in a Connected Component : 7237
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.273735
Graph Density : 0.00187489862189385
Modularity : 0.311908
NodeXL Version : 1.0.1.417
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2755] #bigdata,#analytics [2167] #analytics,#datascience [2139] gt,gt [2072] #datascience,#ai [1466] #ai,#machinelearning [1193] #iot,#iiot [838] #machinelearning,#iot [591] #iiot,#pytorch [384] mikequindazzi,gt [326] data,science Top Word Pairs in Tweet in G1:
[1141] gt,gt [203] mikequindazzi,gt [161] gt,#pwc [161] #pwc,mikequindazzi [119] drive,competitive [117] competitive,advantage [95] #ai,priorities [95] priorities,#csuite [95] #csuite,drive [94] 6,#ai Top Word Pairs in Tweet in G2:
[474] gt,gt [191] #bigdata,#analytics [147] #analytics,#datascience [144] #iot,#iiot [139] #datascience,#ai [99] #ai,#machinelearning [90] mikequindazzi,gt [84] internet,things [75] fisher85m,#iot [67] gt,#pwc Top Word Pairs in Tweet in G3:
[546] #bigdata,#analytics [434] #datascience,#ai [427] #analytics,#datascience [305] #ai,#machinelearning [273] #iot,#iiot [196] #machinelearning,#iot [163] #iiot,#pytorch [97] #pytorch,#python [68] #python,#rstats [54] data,science Top Word Pairs in Tweet in G4:
[1905] #bigdata,#analytics [1508] #analytics,#datascience [1406] #datascience,#ai [985] #ai,#machinelearning [681] #iot,#iiot [546] #machinelearning,#iot [386] gt,gt [356] #iiot,#pytorch [228] data,science [201] machine,learning Top Word Pairs in Tweet in G5:
[37] key,aspects [37] aspects,#smartcity [37] #smartcity,consistent [37] consistent,water [37] water,supply [37] supply,dependable [37] dependable,#transportation [37] #transportation,efficient [37] efficient,buildings [36] jonathanaufray,key Top Word Pairs in Tweet in G6:
[25] #ai,#ml [20] gt,gt [19] internet,things [19] things,living [19] living,#smartcities [19] #healthcare,#iiot [19] #analytics,#ai [13] fisher85m,internet [13] #smartcities,infographic [13] infographic,#iot Top Word Pairs in Tweet in G7:
[42] gt,gt [6] gt,#pwc [5] #bigdata,#analytics [5] #iiot,#bigdata [5] gt,#ai [4] #iot,#iiot [4] #iot,#bigdata [4] latest,global [4] global,battery [4] battery,innovation Top Word Pairs in Tweet in G8:
[13] #ai,#aiio [13] #aiio,#bigdata [13] #bigdata,#ml [13] #ml,#nlu [13] #nlu,#iot [13] #iot,cc [8] overplayed,turbohyped [8] turbohyped,underwhelming [8] underwhelming,world [8] world,#ai Top Word Pairs in Tweet in G9:
[15] #socialmedia,#socialmediamarketing [12] #contentmarketing,#growthhacking [12] #digitalmarketing,#contentmarketing [11] #socialmediamarketing,#contentmarketing [8] #socialmediamarketing,#digitalmarketing [7] #googleadwords,industry [7] industry,benchmark [7] benchmark,#digitalmarketing [7] #digitalmarketing,#socialmedia [6] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G10:
[11] embrace,#digitaltransformation [11] #digitaltransformation,#industry40 [11] #industry40,countries [11] countries,need [11] need,adapt [11] adapt,policies [11] policies,new [11] new,technologies [11] technologies,here [10] r_demidchuk,embrace Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: