The graph represents a network of 2,973 Twitter users whose tweets in the requested range contained "iot ai", 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 07:40 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 1-day, 3-hour, 30-minute period from Wednesday, 17 July 2019 at 20:30 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 : 2973
Unique Edges : 4991
Edges With Duplicates : 2939
Total Edges : 7930
Number of Edge Types : 3
Mentions : 6107
Tweet : 1780
Replies to : 43
Self-Loops : 1780
Reciprocated Vertex Pair Ratio : 0.0102061645233721
Reciprocated Edge Ratio : 0.0202061022428774
Connected Components : 585
Single-Vertex Connected Components : 374
Maximum Vertices in a Connected Component : 1833
Maximum Edges in a Connected Component : 6538
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.119738
Graph Density : 0.00056011053270371
Modularity : 0.503317
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1770] gt,gt [597] #ai,#iot [414] #iot,#ai [360] #bigdata,#analytics [299] mikequindazzi,gt [296] #datascience,#ai [269] #analytics,#datascience [254] artificial,intelligence [237] #iot,#iiot [232] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[49] ai,iot [45] gt,gt [35] #citios,#iot [31] #ai,#blockchain [31] #iot,#infrastructure [31] #infrastructure,#aiot [30] #aiot,#lora [28] #artificialintelligence,#iot [28] #lora,#streetlight [28] #streetlight,#ai Top Word Pairs in Tweet in G2:
[759] gt,gt [291] #bigdata,#analytics [255] #datascience,#ai [244] #analytics,#datascience [140] #iot,#iiot [139] #ai,#machinelearning [129] #ai,#iot [126] artificial,intelligence [103] #machinelearning,#iot [102] golden,money Top Word Pairs in Tweet in G3:
[187] gt,gt [101] #ai,#iot [70] #machinelearning,#ml [66] #ai,#artificialintelligence [58] #iot,#ai [55] read,more [44] #ai,#machinelearning [44] #healthtech,#ai [43] #internetofthings,#iot [43] mikequindazzi,gt Top Word Pairs in Tweet in G4:
[683] gt,gt [147] mikequindazzi,gt [103] #ai,#iot [76] gt,#ai [50] #iot,#bigdata [45] #iot,#ai [40] gt,#pwc [36] infographic,jacburns_comext [35] #pwc,mikequindazzi [34] gt,mikequindazzi Top Word Pairs in Tweet in G5:
[55] #iot,#ai [43] #tech,#iot [36] #robotics,#robots [34] #innovation,#robotics [34] #robots,#tech [31] laundry,folding [31] folding,#robot [31] #robot,built [31] built,12 [31] 12,year Top Word Pairs in Tweet in G6:
[34] #iot,#ai [32] artificial,intelligence [30] innovative,project [30] project,#smartenergy [30] #smartenergy,#industry40 [30] #industry40,technologies [30] technologies,artificial [30] intelligence,#ai [29] iberdrola_en,innovative [25] #digitaltwin,work Top Word Pairs in Tweet in G7:
[9] part,series [8] searching,see [8] see,top [8] top,searched [8] searched,terms [8] terms,popular [8] popular,documents [8] documents,ieee [8] ieee,xplore [8] #ai,#iot Top Word Pairs in Tweet in G8:
[53] #aiio,#bigdata [53] #bigdata,#ml [53] #ml,#nlu [52] #nlu,#iot [40] #ai,#aiio [32] #iot,cc [15] #ai,#iot [10] overplayed,turbohyped [10] turbohyped,underwhelming [10] underwhelming,world Top Word Pairs in Tweet in G9:
[42] #ai,#iot [26] #industry4,0 [24] digital,transformation [23] transformation,traditional [18] emergence,#industry4 [18] 0,era [18] era,microsoft [18] microsoft,leveraging [18] leveraging,#ai [18] #iot,bring Top Word Pairs in Tweet in G10:
[47] #ai,#robotics [45] #robotics,#iot [41] #robot,extension [41] extension,#ai [41] #iot,#vr [41] #vr,#ar [41] #ar,#tech [41] #tech,vrscout [41] vrscout,spirosmargaris [41] spirosmargaris,enricomolinari 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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