The graph represents a network of 2,275 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, 23 March 2022 at 11:42 UTC.
The requested start date was Wednesday, 23 March 2022 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, 17-hour, 13-minute period from Monday, 21 March 2022 at 06:46 UTC to Wednesday, 23 March 2022 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 : 2275
Unique Edges : 2725
Edges With Duplicates : 14142
Total Edges : 16867
Number of Edge Types : 5
Retweet : 5477
MentionsInRetweet : 7592
Tweet : 1974
Mentions : 1708
Replies to : 116
Self-Loops : 2132
Reciprocated Vertex Pair Ratio : 0.0151146629603892
Reciprocated Edge Ratio : 0.0297792230018826
Connected Components : 303
Single-Vertex Connected Components : 201
Maximum Vertices in a Connected Component : 1780
Maximum Edges in a Connected Component : 16223
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.689685
Graph Density : 0.00112944223762166
Modularity : 0.224426
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,275 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, 23 March 2022 at 11:42 UTC.
The requested start date was Wednesday, 23 March 2022 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, 17-hour, 13-minute period from Monday, 21 March 2022 at 06:46 UTC to Wednesday, 23 March 2022 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:
[2094] #iot,#iiot [1553] #bigdata,#analytics [1260] #datascience,#ai [1226] #analytics,#datascience [1148] #ai,#machinelearning [1122] #ai,#iot [1064] #machinelearning,#iot [990] #machinelearning,#ai [848] #ai,#python [691] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[1038] #iot,#iiot [922] #bigdata,#analytics [758] #datascience,#ai [738] #analytics,#datascience [659] #machinelearning,#ai [648] #ai,#machinelearning [644] #machinelearning,#iot [580] #ai,#python [419] #python,#rstats [315] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[125] #bigdata,#analytics [124] #iot,#iiot [117] #ai,#iot [109] #machinelearning,#ai [91] #ai,#python [88] #datascience,#bigdata [87] #datascience,#ai [86] #analytics,#datascience [74] #machinelearning,#iot [72] #ai,#machinelearning Top Word Pairs in Tweet in G3:
[190] #ai,#vr [179] #science,#tech [179] #tech,#coding [172] #iot,#ai [159] #ai,#iot [159] #coding,#iot [154] #bigdata,#seo [138] #gaming,#robotics [132] #vr,#metaverse [131] welcome,#iot Top Word Pairs in Tweet in G4:
[30] #programming,#coding [29] #coding,#100daysofcode [29] #100daysofcode,#devcommunity [29] #devcommunity,#limoges [29] #limoges,#gamers [24] homework,assignments [24] assignments,online [24] online,class [24] essay,pay [23] class,essay Top Word Pairs in Tweet in G5:
[281] #bigdata,#analytics [267] #analytics,#datascience [265] #datascience,#ai [254] #ai,#machinelearning [240] #iot,#iiot [237] #machinelearning,#iot [85] #python,#rstats [78] #iiot,#pytorch [73] #pytorch,#python [67] #iiot,#python Top Word Pairs in Tweet in G6:
[567] #iot,#iiot [346] #ai,#iot [336] #javascript,#reactjs [321] #python,#ai [309] #reactjs,#wordpress [280] #wordpress,#security [277] #pytorch,#javascript [235] #security,#defi [198] #iiot,#pytorch [187] #opensea,#pytorch Top Word Pairs in Tweet in G7:
[20] #ai,#machinelearning [20] #machinelearning,#iot [19] #digitaltwins,future [19] future,web [19] web,fet [19] fet,fetch_ai [19] fetch_ai,web [19] web,#ai [19] #iot,#data [19] #data,#blockchain Top Word Pairs in Tweet in G8:
[58] #bigdata,#analytics [57] #iot,#iiot [46] ingliguori,#bigdata [44] #ai,#iot [37] #iiot,#pytorch [33] #pytorch,#python [30] #analytics,#datascience [30] ingliguori,#infographic [29] #analytics,#ai [29] #datascience,#ai Top Word Pairs in Tweet in G9:
[6] affected,#digitaldisruption [6] #digitaldisruption,coming [6] coming,years [6] years,watch [6] watch,#asktheceo [6] #asktheceo,digitalcolmer [6] digitalcolmer,#iot [6] #iot,#ai [5] avrohomg,affected [5] #ai,tylercohenw Top Word Pairs in Tweet in G10:
[6] #ai,#iot [5] #engineering,#ai [4] #drones,#robotics [4] #robotics,#iot [4] #iot,#engineering [3] #tech,#robotics [3] #robotics,#drones [3] #drones,#ai [3] #ai,#ar [3] #ar,#vr 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: