The graph represents a network of 2,244 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, 17 March 2021 at 11:48 UTC.
The requested start date was Wednesday, 17 March 2021 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, 12-hour, 53-minute period from Monday, 15 March 2021 at 11:07 UTC to Wednesday, 17 March 2021 at 00:01 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 : 2244
Unique Edges : 2727
Edges With Duplicates : 14384
Total Edges : 17111
Number of Edge Types : 5
Tweet : 1659
Mentions : 1151
Retweet : 5969
MentionsInRetweet : 8260
Replies to : 72
Self-Loops : 1773
Reciprocated Vertex Pair Ratio : 0.0102537365311088
Reciprocated Edge Ratio : 0.0202993290899708
Connected Components : 356
Single-Vertex Connected Components : 269
Maximum Vertices in a Connected Component : 1749
Maximum Edges in a Connected Component : 16492
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.7231
Graph Density : 0.001154910146282
Modularity : 0.235999
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,244 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, 17 March 2021 at 11:48 UTC.
The requested start date was Wednesday, 17 March 2021 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, 12-hour, 53-minute period from Monday, 15 March 2021 at 11:07 UTC to Wednesday, 17 March 2021 at 00:01 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:
[1556] #iot,#iiot [1189] #ai,#iot [1165] #bigdata,#analytics [984] #ai,#machinelearning [964] #analytics,#datascience [889] #datascience,#ai [868] #machinelearning,#iot [721] #ai,#100daysofcode [675] #machinelearning,#ai [642] artificial,intelligence Top Word Pairs in Tweet in G1:
[1135] #iot,#iiot [847] #bigdata,#analytics [694] #analytics,#datascience [644] #ai,#machinelearning [629] #datascience,#ai [600] #ai,#100daysofcode [565] #machinelearning,#iot [558] read,more [534] #machinelearning,#ai [531] artificial,intelligence Top Word Pairs in Tweet in G2:
[259] #ai,#iot [147] #iot,#iiot [115] #ai,#machinelearning [72] #machinelearning,#iot [65] #bigdata,#analytics [64] #iot,#blockchain [59] 10,technologies [59] technologies,next [59] next,decade [58] mashable,enricomolinari Top Word Pairs in Tweet in G3:
[31] ai,iot [18] #ai,#iot [13] #iot,#ai [10] #paris,#proverbe [10] #bigdata,#analytics [8] digital,transformation [7] key,areas [7] being,combined [7] #iot,devices [7] read,more Top Word Pairs in Tweet in G4:
[102] #ai,#iot [62] #robotics,#ai [57] #iot,#artificialintelligence [57] #artificialintelligence,#hardware [57] #hardware,#firmware [57] #firmware,#imaging [57] #imaging,#adas [57] #adas,#drone [57] #drone,#agritech [57] #agritech,#biometrics Top Word Pairs in Tweet in G5:
[103] #ai,#iot [42] #iot,#iiot [35] #ai,#ml [28] #ai,#100daysofcode [27] #machinelearning,#ai [26] #ai,#machinelearning [26] #machinelearning,#iot [25] #bigdata,#analytics [25] #iot,#5g [24] #robotics,#automation Top Word Pairs in Tweet in G6:
[105] #ai,#iot [42] sebbourguignon,tewoz [30] #machinelearning,#datascience [30] #datascience,#python [30] #python,#ai [25] #iot,#5g [17] #crimeagainsthumanity,uclalumni [17] uclalumni,#ccp [17] #ccp,#genocide [17] #genocide,#xinjiang Top Word Pairs in Tweet in G7:
[175] #bigdata,#analytics [165] #analytics,#datascience [164] #iot,#iiot [136] #machinelearning,#iot [134] #ai,#machinelearning [132] #datascience,#ai [65] #iiot,#pytorch [60] #pytorch,#python [55] #python,#rstats [41] learning,#bigdata Top Word Pairs in Tweet in G8:
[47] #iot,#ai [42] online,march [33] digital,health [33] health,world [33] world,congress [33] congress,2021 [33] 2021,online [33] march,30 [33] 30,31 [33] 31,book Top Word Pairs in Tweet in G9:
[23] artificial,intelligence [16] #bigdata,#datascience [13] #iot,companies [13] companies,dominate [13] dominate,2020s [13] 2020s,resume [13] resume,ready [13] ready,#bigdata [12] #datascience,#ai [11] #ai,#iot Top Word Pairs in Tweet in G10:
[14] looking,best [14] best,iot [14] iot,ai [14] ai,development [14] development,services [14] services,connecte [2] #ai,#aiot [2] iatp,worldbank [2] worldbank,looking [2] farmingfirst,gainalliance Top Replied-To in Entire Graph:
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Top Replied-To in G4:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: