The graph represents a network of 2,917 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, 06 November 2019 at 17:48 UTC.
The requested start date was Wednesday, 06 November 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 1-day, 21-hour, 20-minute period from Monday, 04 November 2019 at 03:39 UTC to Wednesday, 06 November 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 : 2917
Unique Edges : 6301
Edges With Duplicates : 3925
Total Edges : 10226
Number of Edge Types : 3
Mentions : 9056
Tweet : 1126
Replies to : 44
Self-Loops : 1126
Reciprocated Vertex Pair Ratio : 0.0212513003418041
Reciprocated Edge Ratio : 0.0416181606519208
Connected Components : 367
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 2179
Maximum Edges in a Connected Component : 9348
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.846709
Graph Density : 0.000807902965116744
Modularity : 0.425984
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,917 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, 06 November 2019 at 17:48 UTC.
The requested start date was Wednesday, 06 November 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 1-day, 21-hour, 20-minute period from Monday, 04 November 2019 at 03:39 UTC to Wednesday, 06 November 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 : 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3291] gt,gt [876] #ai,#iot [674] mikequindazzi,gt [599] #bigdata,#analytics [539] #ai,#machinelearning [496] #datascience,#ai [457] #iot,#ai [443] #analytics,#datascience [387] #machinelearning,#iot [320] #iot,#iiot Top Word Pairs in Tweet in G1:
[1340] gt,gt [294] #ai,#iot [286] mikequindazzi,gt [146] #bigdata,#analytics [143] #iot,#bigdata [129] #ai,#machinelearning [113] #datascience,#ai [109] #iot,#ai [105] gt,#ai [99] #analytics,#datascience Top Word Pairs in Tweet in G2:
[545] gt,gt [175] #ai,#iot [113] mikequindazzi,gt [105] #iot,#ai [78] evankirstel,ipfconline1 [78] ipfconline1,spirosmargaris [62] #iot,#robotics [58] gt,#iot [57] wef,mikequindazzi [50] #robotics,#ai Top Word Pairs in Tweet in G3:
[1239] gt,gt [241] mikequindazzi,gt [133] #ai,#iot [122] wef,mikequindazzi [95] mikequindazzi,#ai [85] gt,#ai [74] #iot,#ai [72] gt,wef [71] #machinelearning,#deeplearning [64] #iot,#bigdata Top Word Pairs in Tweet in G4:
[101] gt,gt [54] #iot,#ai [51] read,more [51] more,here [48] artificial,intelligence [38] #ai,#iot [36] #bigdata,#iot [36] #analytics,#ai [35] #iot,#analytics [30] #ai,#datascience Top Word Pairs in Tweet in G5:
[27] #ai,#iot [23] ai,iot [19] #iot,#ai [17] iot,ai [17] having,bigger [17] bigger,expected [17] expected,impact [16] together,ai [15] iot,having [14] gt,gt Top Word Pairs in Tweet in G6:
[391] #bigdata,#analytics [349] #datascience,#ai [327] #ai,#machinelearning [316] #analytics,#datascience [232] #machinelearning,#iot [195] #iot,#iiot [140] #iiot,#pytorch [94] #pytorch,#python [76] #python,#rstats [68] machine,learning Top Word Pairs in Tweet in G7:
[56] #ai,#iot [36] #iot,#artificialintelligence [35] teacher,uses [35] uses,interactive [35] interactive,board [35] board,teach [35] teach,#china [35] #china,alvinfoo [35] alvinfoo,#ai [35] #artificialintelligence,#internetofthings Top Word Pairs in Tweet in G8:
[72] emerging,tech [68] tech,#ai [68] #ai,#dataanalytics [66] stpiindia,want [65] want,find [65] find,innovative [65] innovative,solutions [65] solutions,create [65] create,resounding [65] resounding,social Top Word Pairs in Tweet in G9:
[9] #ai,edge [9] edge,mean [9] mean,things [9] things,gpu [9] gpu,accelerated [9] accelerated,computer [9] computer,vision [9] vision,inference [9] inference,real [9] real,time Top Word Pairs in Tweet in G10:
[3] #iot,evolution [3] evolution,2014 [3] 2014,2020 [3] 2020,idc [3] idc,ht [3] ht,enricomolinari [3] enricomolinari,#marketing [3] #marketing,#innovation [3] #innovation,#digitaltransformation [3] #digitaltransformation,#bigdata Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
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 G6:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: