The graph represents a network of 992 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 Thursday, 29 April 2021 at 12:28 UTC.
The requested start date was Wednesday, 28 April 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, 18-hour, 42-minute period from Monday, 26 April 2021 at 05:18 UTC to Wednesday, 28 April 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 : 992
Unique Edges : 1332
Edges With Duplicates : 15665
Total Edges : 16997
Number of Edge Types : 5
Tweet : 2098
Retweet : 6603
MentionsInRetweet : 7619
Replies to : 26
Mentions : 651
Self-Loops : 2326
Reciprocated Vertex Pair Ratio : 0.0178041543026706
Reciprocated Edge Ratio : 0.0349854227405248
Connected Components : 63
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 908
Maximum Edges in a Connected Component : 16884
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.367871
Graph Density : 0.00348906285602682
Modularity : 0.136268
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 992 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 Thursday, 29 April 2021 at 12:28 UTC.
The requested start date was Wednesday, 28 April 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, 18-hour, 42-minute period from Monday, 26 April 2021 at 05:18 UTC to Wednesday, 28 April 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 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:
[3788] read,more [2867] artificial,intelligence [1929] #ai,#datascience [1809] #bigdata,#analytics [1774] #machinelearning,#bigdata [1576] #iot,#iiot [1523] #artificialintelligence,#ai [1326] #nlp,#robots [1289] #deeplearning,#nlp [1289] #robots,#iot Top Word Pairs in Tweet in G1:
[1367] #bigdata,#analytics [1179] #iot,#iiot [906] read,more [868] #analytics,#datascience [798] artificial,intelligence [788] #ai,#datascience [763] #datascience,#ai [629] #machinelearning,#bigdata [600] #ai,#machinelearning [585] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[237] read,more [212] #ai,#machinelearning [182] artificial,intelligence [176] #bigdata,#analytics [175] #iot,#iiot [147] #machinelearning,#iot [145] #ai,#iot [117] machine,learning [102] #ai,#datascience [97] #analytics,#datascience Top Word Pairs in Tweet in G3:
[349] #machinelearning,#bigdata [323] read,more [297] machine,learning [292] #ai,#datascience [284] #datascience,#machinelearning [282] #artificialintelligence,#ai [282] #bigdata,#deeplearning [282] #deeplearning,#nlp [282] #nlp,#robots [282] #robots,#iot Top Word Pairs in Tweet in G4:
[199] #bigdata,#analytics [175] #analytics,#datascience [167] #datascience,#ai [156] #iot,#iiot [136] #ai,#machinelearning [128] #machinelearning,#iot [57] #iiot,#python [54] #iiot,#pytorch [34] #pytorch,#python [34] #python,#rstats Top Word Pairs in Tweet in G5:
[9] #javascript,#github [9] #github,#nodejs [8] #nocode,#lowcode [8] #lowcode,#javascript [5] hire,#assistant [5] #assistant,#fiverr [5] #fiverr,#fiverrgigs [5] #fiverrgigs,#math [5] #math,#excel [5] #excel,#madeonfiverr Top Word Pairs in Tweet in G6:
[2296] read,more [1805] artificial,intelligence [756] #artificialintelligence,#ai [728] #ai,#datascience [663] #machinelearning,#bigdata [658] #nlp,#robots [657] #bigdata,#deeplearning [653] #deeplearning,#nlp [653] #robots,#iot [636] more,#artificialintelligence Top Word Pairs in Tweet in G7:
[42] #machinelearning,#iiot [34] #iiot,#datascience [30] #ai,#iot [17] #datascience,#nlp [16] #nlp,#deeplearning [16] #deeplearning,#ai [14] artificial,intelligence [13] #datascience,#5g [13] ai,#machinelearning [12] #machinelearning,#datascience Top Word Pairs in Tweet in G8:
[14] #iot,#iiot [13] #machinelearning,#iot [11] success,stories [10] enterprise,ai [10] ai,success [10] #bigdata,#analytics [10] #ai,#machinelearning [9] #ai,#iot [8] stories,infoworld [8] infoworld,#bigdata Top Word Pairs in Tweet in G9:
[77] #ai,#iot [72] #robotics,#ai [72] #iot,#artificialintelligence [69] #imaging,#adas [69] #adas,#drone [69] #drone,#agritech [65] #agritech,#biometrics [43] #artificialintelligence,#hardware [32] cmtcameramodule,#robotics [31] #biometrics,#depthsensing Top Word Pairs in Tweet in G10:
[4] #opensource,#the404code [4] #the404code,#bigdata [4] #bigdata,#healthiswealth [3] #healthiswealth,#cybersecurity [3] #cybersecurity,#devops [3] #devops,#machinelearning [3] #machinelearning,#ai [3] #web3,#edgecomputing [3] #edgecomputing,#iot [3] dent,atom Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: