The graph represents a network of 3,030 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 Friday, 19 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, 6-hour, 8-minute period from Wednesday, 17 July 2019 at 17:52 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 : 3030
Unique Edges : 5041
Edges With Duplicates : 2906
Total Edges : 7947
Number of Edge Types : 3
Mentions : 6024
Tweet : 1870
Replies to : 53
Self-Loops : 1870
Reciprocated Vertex Pair Ratio : 0.00913891145410236
Reciprocated Edge Ratio : 0.0181122962366673
Connected Components : 601
Single-Vertex Connected Components : 393
Maximum Vertices in a Connected Component : 1879
Maximum Edges in a Connected Component : 6456
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.241732
Graph Density : 0.000541411024562344
Modularity : 0.504815
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1740] gt,gt [616] #ai,#iot [466] #iot,#ai [361] #bigdata,#analytics [300] mikequindazzi,gt [284] #datascience,#ai [269] #analytics,#datascience [267] artificial,intelligence [232] #iot,#iiot [228] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[51] ai,iot [45] gt,gt [35] #citios,#iot [31] #ai,#blockchain [31] #iot,#infrastructure [31] #infrastructure,#aiot [30] #aiot,#lora [29] #iot,#ai [28] #artificialintelligence,#iot [28] #lora,#streetlight Top Word Pairs in Tweet in G2:
[650] gt,gt [291] #bigdata,#analytics [257] #datascience,#ai [251] #analytics,#datascience [151] #iot,#iiot [149] #ai,#machinelearning [134] artificial,intelligence [123] #ai,#iot [105] #machinelearning,#iot [95] read,more Top Word Pairs in Tweet in G3:
[818] gt,gt [178] mikequindazzi,gt [142] #ai,#iot [73] gt,#ai [67] #iot,#bigdata [54] #iot,#ai [49] gt,#pwc [45] gt,mikequindazzi [43] #pwc,mikequindazzi [42] #cybersecurity,#bigdata Top Word Pairs in Tweet in G4:
[61] #ai,#iot [59] #ai,#artificialintelligence [49] gt,gt [45] #internetofthings,#iot [41] #machinelearning,#ml [40] #healthtech,#ai [38] first,#3d [38] #3d,printed [38] printed,heart [38] heart,model Top Word Pairs in Tweet in G5:
[70] #iot,#ai [59] #aiio,#bigdata [59] #bigdata,#ml [59] #ml,#nlu [58] #nlu,#iot [50] #tech,#iot [43] #robotics,#iot [42] #ai,#aiio [42] #ai,#robotics [38] #robot,extension Top Word Pairs in Tweet in G6:
[54] gt,gt [37] #ai,#iot [23] #industry4,0 [23] digital,transformation [22] transformation,traditional [17] stpiindia,emergence [17] emergence,#industry4 [17] 0,era [17] era,microsoft [17] microsoft,leveraging Top Word Pairs in Tweet in G7:
[27] #business,#entrepreneur [24] #entrepreneur,#siliconvalley [24] #5g,#5gishere [22] #siliconvalley,#paloalto [21] #ai,#iot [19] #iot,#ai [19] #5gishere,#5gswitch [18] #5gswitch,#5gguide [17] #technology,#digitaltransformation [16] #5gguide,#business Top Word Pairs in Tweet in G8:
[25] #iot,#ai [23] #digitaltwin,work [23] work,#digitaltransformation [23] #digitaltransformation,#iot [23] #ai,#cloud [23] #cloud,#bigdata [23] #bigdata,#bim [23] #bim,#analytics [23] #analytics,#4ir [22] smartcityexpo,#digitaltwin Top Word Pairs in Tweet in G9:
[23] #ai,#iot [19] combination,#5g [19] #5g,ai [19] ai,big [19] big,data [19] data,iot [19] iot,changing [19] changing,everything [19] everything,#bi [19] #bi,#bigdata Top Word Pairs in Tweet in G10:
[43] #ai,#iot [19] #smartcity,#ai [13] gt,gt [10] #iot,#ai [10] #iot,#robotics [9] #machinelearning,#iot [9] #ai,#artificialintelligence [8] machine,learning [8] partnerships,shaping [8] shaping,future 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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