The graph represents a network of 1,432 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 29 July 2020 at 12:28 UTC.
The requested start date was Wednesday, 29 July 2020 at 00:01 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, 9-hour, 59-minute period from Monday, 27 July 2020 at 13:53 UTC to Tuesday, 28 July 2020 at 23:53 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 : 1432
Unique Edges : 1426
Edges With Duplicates : 9854
Total Edges : 11280
Number of Edge Types : 5
MentionsInRetweet : 5631
Mentions : 661
Retweet : 4317
Replies to : 2
Tweet : 669
Self-Loops : 759
Reciprocated Vertex Pair Ratio : 0.00962566844919786
Reciprocated Edge Ratio : 0.0190677966101695
Connected Components : 45
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 1361
Maximum Edges in a Connected Component : 11173
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.492693
Graph Density : 0.00184267750410894
Modularity : 0.228848
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,432 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 29 July 2020 at 12:28 UTC.
The requested start date was Wednesday, 29 July 2020 at 00:01 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, 9-hour, 59-minute period from Monday, 27 July 2020 at 13:53 UTC to Tuesday, 28 July 2020 at 23:53 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 machinelearning
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:
[1616] #bigdata,#analytics [1327] #analytics,#datascience [1310] #datascience,#ai [1269] #iot,#iiot [1082] #ai,#machinelearning [983] #ai,#iot [781] #python,#rstats [743] #machinelearning,#iot [737] #iiot,#python [417] #tech,#technews Top Word Pairs in Tweet in G1:
[1356] #bigdata,#analytics [1122] #analytics,#datascience [1008] #datascience,#ai [960] #iot,#iiot [802] #ai,#machinelearning [662] #python,#rstats [626] #iiot,#python [566] #machinelearning,#iot [377] #ai,#iot [361] #tech,#technews Top Word Pairs in Tweet in G2:
[131] #bigdata,#datascience [119] #iiot,#iotpl [102] #datascience,#ai [95] #iot,#iiot [62] #ai,#bots [59] favorite,books [59] books,things [59] things,co [59] co,fmhsjvad9p [59] fmhsjvad9p,covers Top Word Pairs in Tweet in G3:
[338] #ai,#iot [232] #machinelearning,#ai [141] #bigdata,#machinelearning [132] #iot,#iiot [128] #bigdata,#analytics [126] #datascience,#ai [114] #analytics,#datascience [109] #ai,#machinelearning [79] #iot,cc [70] #machinelearning,#iot Top Word Pairs in Tweet in G4:
[49] #iot,#iiot [46] #ai,#iot [45] #bigdata,#analytics [43] #datascience,#ai [41] more,#ai [40] #analytics,#datascience [31] #ai,#machinelearning [31] #iiot,#iotpl [30] learn,more [27] #machinelearning,#iot Top Word Pairs in Tweet in G5:
[76] #ai,#iot [61] #robotics,#automation [61] #automation,#robot [53] #robot,#artificialintelligence [49] #robotics,#ai [49] #iot,#artificialintelligence [49] #imaging,#adas [49] #adas,#agritech [49] #agritech,#biometrics [44] #medical,#industrial Top Word Pairs in Tweet in G6:
[73] #ai,#iot [49] drawing,robot [48] #machinelearning,#robots [48] #robots,#ai [42] #artificialintelligence,#ai [42] robot,automeme [42] automeme,#machinelearning [42] #iot,#hrtech [42] #hrtech,#draw [41] baski_la,drawing Top Word Pairs in Tweet in G7:
[26] #ai,#machinelearning [25] #machinelearning,#iot [18] ways,#5g [18] #5g,mobile [18] mobile,#broadband [18] #broadband,impact [18] impact,world [18] world,wef [18] wef,mikequindazzi [18] mikequindazzi,#ai Top Word Pairs in Tweet in G8:
[25] #ml,#dl [25] #dl,#artificialintelligence [22] #ai,#ml [22] #deeplearning,#datascience [21] #artificialintelligence,#machinelearning [21] #machinelearning,#deeplearning [19] #bigdata,#analytics [12] #datascience,#bigdata [12] #analytics,#businessintelligence [12] #businessintelligence,#bi Top Word Pairs in Tweet in G9:
[10] read,more [9] #ai,#iot [8] machine,learning [7] #datascience,#deeplearning [7] more,#artificialintelligence [7] #artificialintelligence,#machinelearning [6] #machinelearning,#ml [6] #ml,#datascience [6] #deeplearning,#ai [6] #iot,#bigdata Top Word Pairs in Tweet in G10:
[47] artificial,intelligence [46] read,more [25] more,#artificialintelligence [25] #artificialintelligence,#ai [25] #ai,#datascience [25] #datascience,#machinelearning [25] #machinelearning,#bigdata [25] #bigdata,#deeplearning [25] #deeplearning,#nlp [25] #nlp,#robots Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: