The graph represents a network of 1,146 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 04 March 2022 at 12:02 UTC.
The requested start date was Friday, 04 March 2022 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 2-day, 9-hour, 26-minute period from Tuesday, 01 March 2022 at 15:22 UTC to Friday, 04 March 2022 at 00:48 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 : 1146
Unique Edges : 1049
Edges With Duplicates : 15859
Total Edges : 16908
Number of Edge Types : 5
Retweet : 7168
MentionsInRetweet : 8956
Mentions : 375
Replies to : 25
Tweet : 384
Self-Loops : 483
Reciprocated Vertex Pair Ratio : 0.00442151805453206
Reciprocated Edge Ratio : 0.00880410858400587
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 1142
Maximum Edges in a Connected Component : 16903
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.364548
Graph Density : 0.00311621207617915
Modularity : 0.137098
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,146 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 04 March 2022 at 12:02 UTC.
The requested start date was Friday, 04 March 2022 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 2-day, 9-hour, 26-minute period from Tuesday, 01 March 2022 at 15:22 UTC to Friday, 04 March 2022 at 00:48 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 : iiot 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:
[4029] #bigdata,#analytics [3953] #iot,#iiot [3251] #analytics,#datascience [3124] #datascience,#ai [2771] #ai,#machinelearning [2269] #machinelearning,#iot [1567] #iiot,#python [1505] #python,#rstats [1027] #iiot,#pytorch [752] #python,#bigdata Top Word Pairs in Tweet in G1:
[898] #iot,#iiot [855] #bigdata,#analytics [697] #analytics,#datascience [665] #datascience,#ai [582] #ai,#machinelearning [503] #machinelearning,#iot [367] #iiot,#python [343] #python,#rstats [258] #machinelearning,#ai [215] machine,learning Top Word Pairs in Tweet in G2:
[1879] #bigdata,#analytics [1829] #iot,#iiot [1375] #analytics,#datascience [1303] #datascience,#ai [1136] #ai,#machinelearning [906] #machinelearning,#iot [650] #python,#rstats [608] #iiot,#python [530] #python,#bigdata [471] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[453] #bigdata,#analytics [443] #iot,#iiot [395] #analytics,#datascience [380] #datascience,#ai [364] #ai,#machinelearning [286] #machinelearning,#iot [192] #iiot,#python [160] #python,#rstats [119] #iiot,#pytorch [98] #pytorch,#python Top Word Pairs in Tweet in G4:
[438] #bigdata,#analytics [428] #analytics,#datascience [411] #datascience,#ai [397] #iot,#iiot [372] #ai,#machinelearning [340] #machinelearning,#iot [198] #iiot,#python [168] #python,#rstats [105] #iiot,#pytorch [88] #pytorch,#python Top Word Pairs in Tweet in G5:
[217] #bigdata,#analytics [195] #analytics,#datascience [188] #datascience,#ai [177] #ai,#machinelearning [173] #iot,#iiot [120] #iiot,#python [120] #machinelearning,#iot [79] #python,#rstats [51] #machinelearning,#cybersecurity [43] #iiot,#pytorch Top Word Pairs in Tweet in G6:
[81] #datascience,#ai [75] #bigdata,#analytics [69] #python,#rstats [64] #analytics,#datascience [59] #iot,#iiot [53] #ai,#machinelearning [51] #ai,#datasecurity [51] #sql,#quantum [51] #quantum,#dataanalytics [49] #rstats,#reactjs Top Word Pairs in Tweet in G7:
[56] #datascience,#machinelearning [56] data,science [51] remember,sql [51] sql,joins [51] joins,more [51] more,content [51] content,data [51] science,#datascience [50] chitwanmanchan1,remember [24] #bigdata,#analytics Top Word Pairs in Tweet in G8:
[70] #iot,#iiot [55] #iiot,#pytorch [52] #ai,#ml [52] #ml,#dataanalytics [51] #dataanalytics,#datascience [51] #datascience,#iot [51] #pytorch,#flutterdev [45] logistic,regression [45] regression,work [45] work,#ai Top Word Pairs in Tweet in G9:
[65] #bigdata,#analytics [60] #analytics,#datascience [60] #datascience,#ai [55] #iot,#iiot [53] #ai,#machinelearning [40] #machinelearning,#iot [26] cheat,sheet [24] #iiot,#python [20] #python,#rstats [19] #ai,#datasecurity Top Word Pairs in Tweet in G10:
[7] #iot,#iiot [6] #analytics,#machinelearning [5] #iot,interconnection [5] interconnection,physical [5] physical,objects [5] objects,accessed [5] accessed,internet [5] internet,calsoft_data [5] calsoft_data,cc [5] cc,joana_ut Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: