The graph represents a network of 2,883 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 Wednesday, 28 October 2020 at 11:47 UTC.
The requested start date was Wednesday, 28 October 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 18-hour, 1-minute period from Monday, 26 October 2020 at 05:59 UTC to Wednesday, 28 October 2020 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 : 2883
Unique Edges : 3923
Edges With Duplicates : 15809
Total Edges : 19732
Number of Edge Types : 5
Tweet : 1602
Retweet : 5890
MentionsInRetweet : 9876
Replies to : 97
Mentions : 2267
Self-Loops : 1838
Reciprocated Vertex Pair Ratio : 0.0149766419345974
Reciprocated Edge Ratio : 0.0295113036415324
Connected Components : 409
Single-Vertex Connected Components : 288
Maximum Vertices in a Connected Component : 2161
Maximum Edges in a Connected Component : 18770
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.602113
Graph Density : 0.000889056742930332
Modularity : 0.263837
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,883 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 Wednesday, 28 October 2020 at 11:47 UTC.
The requested start date was Wednesday, 28 October 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 18-hour, 1-minute period from Monday, 26 October 2020 at 05:59 UTC to Wednesday, 28 October 2020 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : iot 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:
[1695] #iot,#iiot [1463] #bigdata,#analytics [1363] #analytics,#datascience [1311] #ai,#iot [1295] #datascience,#ai [961] #ai,#machinelearning [828] #machinelearning,#iot [539] machine,learning [524] #python,#rstats [518] #machinelearning,#ai Top Word Pairs in Tweet in G1:
[1276] #iot,#iiot [1075] #bigdata,#analytics [988] #analytics,#datascience [935] #datascience,#ai [667] #ai,#machinelearning [611] #ai,#iot [564] #machinelearning,#iot [454] #machinelearning,#ai [413] machine,learning [345] #python,#rstats Top Word Pairs in Tweet in G2:
[232] #ai,#iot [107] #ai,#machinelearning [94] #iot,#iiot [92] #machinelearning,#iot [89] gt,gt [60] seater,#drone [60] #drone,futurism [60] futurism,#ai [60] #iot,#robotic [60] #robotic,#travel Top Word Pairs in Tweet in G3:
[169] #ai,#iot [112] #iot,#bigdata [100] #ml,#mi [59] #iot,#iiot [59] #bigdata,#machinelearning [55] #machinelearning,#artificialintelligence [51] #artificialintelligence,#ml [46] antgrasso,#ai [44] #bigdata,#analytics [44] #analytics,#datascience Top Word Pairs in Tweet in G4:
[29] #iot,#ai [24] #ai,#iot [22] artificial,intelligence [22] read,more [17] machine,learning [15] iot,ai [13] ai,iot [8] internet,things [7] deep,learning [6] #iot,#iiot Top Word Pairs in Tweet in G5:
[235] #bigdata,#analytics [232] #analytics,#datascience [230] #datascience,#ai [192] #iot,#iiot [116] #machinelearning,#iot [115] #ai,#machinelearning [109] #python,#rstats [75] #ai,#iot [68] #iiot,#python [63] #iiot,#pytorch Top Word Pairs in Tweet in G6:
[59] #ai,#digitaltransformation [47] #vr,#mr [45] #digitaltransformation,#iot [44] #digitaltransformation,#ai [43] run,against [43] time,powered [43] powered,#mixedreality [43] #mixedreality,glasses [43] #ai,#ar [43] #ar,#vr Top Word Pairs in Tweet in G7:
[30] #tech,#robotics [29] #robotics,#drones [29] #drones,#ai [29] #ai,#ar [28] #ar,#vr [28] #vr,#iot [24] #iot,#technology [19] #ai,#ml [19] #technology,#technews [18] #technology,#artificialintelligence Top Word Pairs in Tweet in G9:
[79] spirosmargaris,xbond49 [79] xbond49,psb_dc [78] psb_dc,jblefevre60 [78] jblefevre60,nigewillson [77] #ai,spirosmargaris [75] transformative,power [75] power,#ai [74] deeplearn007,transformative [73] nigewillson,paula [14] chinese,stocks Top Word Pairs in Tweet in G10:
[22] #iot,#ai [20] smart,cities [16] #iot,#iiot [14] #ai,#chatbot [9] #iot,#internetofthings [8] #ai,#iot [8] cities,power [8] power,sustainability [8] sustainability,revolution [8] revolution,#smartcity Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: