The graph represents a network of 2,713 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, 18 November 2020 at 12:51 UTC.
The requested start date was Wednesday, 18 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 4-day, 14-hour, 40-minute period from Friday, 13 November 2020 at 10:20 UTC to Wednesday, 18 November 2020 at 01:01 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 : 2713
Unique Edges : 2971
Edges With Duplicates : 14071
Total Edges : 17042
Number of Edge Types : 5
Tweet : 1559
Retweet : 6006
MentionsInRetweet : 7921
Mentions : 1505
Replies to : 51
Self-Loops : 1723
Reciprocated Vertex Pair Ratio : 0.0131210636808957
Reciprocated Edge Ratio : 0.0259022621308928
Connected Components : 387
Single-Vertex Connected Components : 256
Maximum Vertices in a Connected Component : 2011
Maximum Edges in a Connected Component : 16074
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.894475
Graph Density : 0.00078707131727822
Modularity : 0.263658
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,713 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, 18 November 2020 at 12:51 UTC.
The requested start date was Wednesday, 18 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 4-day, 14-hour, 40-minute period from Friday, 13 November 2020 at 10:20 UTC to Wednesday, 18 November 2020 at 01:01 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:
[1935] #bigdata,#analytics [1917] #iot,#iiot [1825] #ai,#iot [1754] #analytics,#datascience [1754] #datascience,#ai [1664] #ai,#machinelearning [1349] #machinelearning,#iot [740] #python,#rstats [633] #iiot,#python [578] #bigdata,#ai Top Word Pairs in Tweet in G1:
[294] #ai,#iot [188] #ai,#machinelearning [161] #machinelearning,#iot [117] #iot,#iiot [108] #bigdata,#analytics [101] #datascience,#ai [98] #analytics,#datascience [75] artificial,intelligence [72] becomes,more [69] mmortson,mmortson Top Word Pairs in Tweet in G2:
[1524] #bigdata,#analytics [1510] #iot,#iiot [1360] #analytics,#datascience [1345] #datascience,#ai [1193] #ai,#machinelearning [1117] #ai,#iot [955] #machinelearning,#iot [572] #python,#rstats [512] #bigdata,#ai [468] #iot,#tech Top Word Pairs in Tweet in G3:
[21] #ai,#iot [20] artificial,intelligence [19] machine,learning [18] #iot,#ai [18] iot,ai [18] read,more [17] ai,iot [9] ai,blockchain [9] internet,things [8] daily,#ai Top Word Pairs in Tweet in G4:
[99] #ai,#iot [36] staff,#ai [36] #ai,team [35] team,gartner_inc [34] #iot,#iiot [32] #datascience,#ai [32] #womenwhocode,#ai [31] #iot,#linux [30] #linux,#microsoft [30] #microsoft,#apple Top Word Pairs in Tweet in G5:
[129] hand,gestures [129] gestures,digital [129] digital,controls [127] controls,google [127] google,atap [127] atap,project [127] project,#gigadgets [126] #gigadgets,#iot [124] turning,hand [124] #iot,#ai Top Word Pairs in Tweet in G6:
[136] gt,gt [65] #ai,#iot [55] #tech,#robotics [55] #robotics,#drones [55] #drones,#ai [54] #ai,#ar [50] #ar,#vr [50] #vr,#iot [45] #iot,#technology [28] gt,#digitalhealth Top Word Pairs in Tweet in G7:
[269] #bigdata,#analytics [266] #analytics,#datascience [264] #datascience,#ai [230] #ai,#machinelearning [220] #iot,#iiot [197] #machinelearning,#iot [124] #iiot,#python [120] #python,#rstats [43] #iiot,#pytorch [43] #pytorch,#python Top Word Pairs in Tweet in G8:
[30] artificial,intelligence [21] #iot,#ai [19] #technology,#technews [19] #technews,#it [18] #rpa,#iot [18] #ai,#ml [16] #ml,#rpa [15] #it,#ai [10] #ai,#iot [8] internet,things Top Word Pairs in Tweet in G9:
[47] #iot,#ai [42] #robotics,#artificialintelligence [40] #artificialintelligence,#iot [38] watch,robot [38] robot,carefully [38] carefully,paint [38] paint,masterpiece [38] masterpiece,time [38] time,#robotics [37] thefuturisthq,watch Top Word Pairs in Tweet in G10:
[37] #digitaltransformation,#iot [26] #ai,#robot [25] #robotic,table [25] table,tennis [25] tennis,player [25] player,omron [25] omron,#ai [25] #robot,#digitaltransformation [24] alvinfoo,#robotic [13] #ai,#digitaltransformation 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:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: