The graph represents a network of 1,542 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, 17 August 2022 at 12:18 UTC.
The requested start date was Wednesday, 17 August 2022 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 2-day, 3-hour, 2-minute period from Sunday, 14 August 2022 at 20:57 UTC to Wednesday, 17 August 2022 at 00:00 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 : 1542
Unique Edges : 1553
Edges With Duplicates : 14710
Total Edges : 16263
Number of Edge Types : 5
Retweet : 6420
MentionsInRetweet : 8045
Mentions : 530
Tweet : 1236
Replies to : 32
Self-Loops : 1363
Reciprocated Vertex Pair Ratio : 0.00754567116759333
Reciprocated Edge Ratio : 0.0149783208513993
Connected Components : 60
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 1468
Maximum Edges in a Connected Component : 16092
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.466769
Graph Density : 0.00213532237307794
Modularity : 0.194311
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,542 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, 17 August 2022 at 12:18 UTC.
The requested start date was Wednesday, 17 August 2022 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 2-day, 3-hour, 2-minute period from Sunday, 14 August 2022 at 20:57 UTC to Wednesday, 17 August 2022 at 00:00 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 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:
[2688] #bigdata,#analytics [1634] #machinelearning,#datascience [1602] #analytics,#datascience [1572] #iot,#iiot [1458] #ai,#machinelearning [1430] #datascience,#ai [1427] #iiot,#python [1318] #machinelearning,#iot [1310] #python,#rstats [1288] #cybersecurity,#bigdata Top Word Pairs in Tweet in G1:
[1542] #bigdata,#analytics [1117] #machinelearning,#datascience [872] #analytics,#datascience [798] #iot,#iiot [778] #iiot,#python [773] #cybersecurity,#bigdata [728] #ai,#machinelearning [717] #python,#rstats [697] #datascience,#ai [674] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[454] #bigdata,#analytics [396] #analytics,#datascience [395] #datascience,#ai [358] #iot,#iiot [354] #ai,#machinelearning [326] #machinelearning,#iot [238] #iiot,#python [178] #python,#rstats [135] #cybersecurity,#bigdata [128] #machinelearning,#datascience Top Word Pairs in Tweet in G3:
[213] #bigdata,#analytics [210] #cybersecurity,#bigdata [203] cheat,sheet [203] #machinelearning,#datascience [190] #analytics,#ai [188] #ai,#iiot [183] #iiot,#python [164] #python,#rstats [129] #datascience,#sql [129] #sql,#cybersecurity Top Word Pairs in Tweet in G4:
[145] #ai,#machinelearning [101] #machinelearning,#iot [98] #bigdata,#analytics [81] #datascience,#ai [77] #iot,#iiot [69] #analytics,#datascience [62] #iiot,#python [48] #machinelearning,#datascience [48] #cybersecurity,#bigdata [48] #python,#rstats Top Word Pairs in Tweet in G5:
[151] #ai,#iot [145] #bigdata,#analytics [109] #machinelearning,#ai [101] #iot,#iiot [89] #analytics,#datascience [86] #datascience,#ai [71] #machinelearning,#datascience [70] #iiot,#python [69] #cybersecurity,#bigdata [68] #machinelearning,#iot Top Word Pairs in Tweet in G6:
[94] #bigdata,#analytics [66] #iot,#iiot [46] #analytics,#datascience [45] #machinelearning,#bigdata [42] #datascience,#ai [41] #python,#rstats [38] artificial,intelligence [37] #machinelearning,#python [37] snap,roobweed [37] #aiethics,#machinelearning Top Word Pairs in Tweet in G7:
[118] #bigdata,#analytics [116] #iot,#iiot [111] #ai,#machinelearning [111] #machinelearning,#iot [106] #analytics,#datascience [103] #datascience,#ai [71] #python,#rstats [64] #machinelearning,#ai [59] #ai,#python [49] #iiot,#python Top Word Pairs in Tweet in G8:
[65] snap,roobweed [65] roobweed,telegram [65] telegram,co [65] #aiethics,#machinelearning [65] #machinelearning,#python [62] frappe,qualité [62] qualité,snap [62] livraison,frappe [47] co,erqkz18kay [47] erqkz18kay,#aiethics Top Word Pairs in Tweet in G9:
[25] #analytics,#machinelearning [25] #machinelearning,#ai [25] #ai,#python [25] #iot,#iiot [24] #python,#rstats [24] #reactjs,#iot [23] meet,robot [23] robot,learning [23] learning,assemble [23] assemble,ikea Top Word Pairs in Tweet in G10:
[34] #rstats,#reactjs [34] #reactjs,#python [34] #python,#php [34] #php,#flutter [33] #dataanalytics,#rstats [33] #java,#tensorflow [32] #ai,#datasecurity [32] #flutter,#java [31] #datasecurity,#dataanalytics [15] #tensorflow,#cloud Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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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 G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: