The graph represents a network of 1,814 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 December 2019 at 12:41 UTC.
The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 2-day, 22-hour, 15-minute period from Tuesday, 03 December 2019 at 02:45 UTC to Friday, 06 December 2019 at 01:00 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 : 1814
Unique Edges : 4617
Edges With Duplicates : 4087
Total Edges : 8704
Number of Edge Types : 3
Mentions : 8242
Replies to : 48
Tweet : 414
Self-Loops : 414
Reciprocated Vertex Pair Ratio : 0.0118162759672194
Reciprocated Edge Ratio : 0.0233565643247316
Connected Components : 65
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 1692
Maximum Edges in a Connected Component : 8548
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.420186
Graph Density : 0.00161427543692467
Modularity : 0.375833
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,814 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 December 2019 at 12:41 UTC.
The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 2-day, 22-hour, 15-minute period from Tuesday, 03 December 2019 at 02:45 UTC to Friday, 06 December 2019 at 01:00 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : iiot ai
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2213] #bigdata,#analytics [2049] #datascience,#ai [2015] #analytics,#datascience [1871] #ai,#machinelearning [1534] #iot,#iiot [1409] gt,gt [1143] #machinelearning,#iot [631] #iiot,#pytorch [557] #ai,#iot [407] #pytorch,#python Top Word Pairs in Tweet in G1:
[611] gt,gt [245] #iot,#iiot [181] #ai,#machinelearning [159] #bigdata,#analytics [146] #datascience,#ai [145] #analytics,#datascience [142] #machinelearning,#iot [135] mikequindazzi,gt [130] #iot,#bigdata [117] #ai,#iot Top Word Pairs in Tweet in G2:
[1743] #bigdata,#analytics [1619] #datascience,#ai [1589] #analytics,#datascience [1283] #ai,#machinelearning [815] #iot,#iiot [698] #machinelearning,#iot [503] #iiot,#pytorch [327] #pytorch,#python [191] #machinelearning,#deeplearning [158] #python,#rstats Top Word Pairs in Tweet in G3:
[143] #ai,#machinelearning [136] #machinelearning,#iot [134] #iot,#robotics [131] ways,#5g [130] #5g,mobile [130] mobile,#broadband [130] #broadband,impact [130] impact,world [129] mikequindazzi,#ai [127] world,wef Top Word Pairs in Tweet in G4:
[533] gt,gt [217] #iot,#iiot [162] #ai,#iot [159] #bigdata,#analytics [153] #ai,#machinelearning [153] #datascience,#ai [148] #analytics,#datascience [147] #robot,demonstrates [147] demonstrates,time [147] time,responsiveness Top Word Pairs in Tweet in G5:
[98] #bigdata,#analytics [95] #datascience,#ai [93] #analytics,#datascience [87] #ai,#machinelearning [83] #iot,#defstar5 [76] #ar,#vr [72] #ai,#ar [71] #iot,#iiot [71] core,enablers [71] enablers,#industry40 Top Word Pairs in Tweet in G6:
[68] #ai,#iot [67] #iot,#iiot [66] #digitaltwin,work [66] work,#digitaltransformation [66] #digitaltransformation,#digitaltwin [66] #digitaltwin,#ai [66] #iiot,#cloud [65] #bestof2019,#digitaltwin [53] smartcityexpo,#bestof2019 [53] #cloud,#bigd Top Word Pairs in Tweet in G7:
[19] #bigdata,#analytics [18] #analytics,#datascience [16] gt,gt [15] #ai,#machinelearning [14] #blockchain,#iiot [13] #artificialintelligence,#blockchain [12] #iot,#artificialintelligence [12] mckinsey,explains [12] explains,biggest [12] biggest,revenue Top Word Pairs in Tweet in G8:
[14] gt,gt [8] #iot,#iiot [7] machine,vision [6] 3d,printer [6] printer,powered [6] powered,ai [6] ai,machine [5] #ai,#iot [3] #ai,#ml [3] #iot,#ai Top Word Pairs in Tweet in G9:
[9] curious,#iiot [9] #iiot,tech [9] tech,help [9] help,move [9] move,business [9] business,forward [9] forward,advanced [9] advanced,#ai [9] #ai,#edgecomputing [9] #edgecomputing,capabilities Top Word Pairs in Tweet in G10:
[25] #iot,#iiot [25] #iiot,#lte [25] #lte,#lpwan [25] #lpwan,#lora [25] #lora,#lorawan [18] google,keynote [18] keynote,iotevolution [18] iotevolution,expo [18] expo,#iot [16] #lorawan,#internetofthings Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: