The graph represents a network of 1,552 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, 12 October 2022 at 12:17 UTC.
The requested start date was Wednesday, 12 October 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 1-day, 19-hour, 56-minute period from Monday, 10 October 2022 at 04:04 UTC to Wednesday, 12 October 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 : 1552
Unique Edges : 1246
Edges With Duplicates : 15153
Total Edges : 16399
Number of Edge Types : 5
Retweet : 6668
MentionsInRetweet : 7926
Tweet : 1096
Mentions : 693
Replies to : 16
Self-Loops : 1267
Reciprocated Vertex Pair Ratio : 0.00936286823475679
Reciprocated Edge Ratio : 0.018552036199095
Connected Components : 68
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 1445
Maximum Edges in a Connected Component : 16244
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.439437
Graph Density : 0.00183619480614436
Modularity : 0.166123
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 1,552 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, 12 October 2022 at 12:17 UTC.
The requested start date was Wednesday, 12 October 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 1-day, 19-hour, 56-minute period from Monday, 10 October 2022 at 04:04 UTC to Wednesday, 12 October 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:
[3623] #bigdata,#analytics [2497] #analytics,#datascience [2463] #datascience,#ai [2438] #ai,#machinelearning [2405] #iot,#iiot [2052] #machinelearning,#iot [1798] #python,#rstats [1518] #iiot,#python [1421] #machinelearning,#datascience [1047] #analytics,#ai Top Word Pairs in Tweet in G1:
[1670] #bigdata,#analytics [1126] #ai,#machinelearning [1068] #analytics,#datascience [1060] #datascience,#ai [1053] #iot,#iiot [1010] #machinelearning,#iot [927] #python,#rstats [796] #machinelearning,#datascience [756] #iiot,#python [596] #cybersecurity,#bigdata Top Word Pairs in Tweet in G2:
[694] #ai,#machinelearning [685] #bigdata,#analytics [588] #iot,#iiot [566] #analytics,#datascience [560] #datascience,#ai [476] #machinelearning,#iot [331] #python,#rstats [264] #iiot,#python [258] #machinelearning,#datascience [254] #ai,#iot Top Word Pairs in Tweet in G3:
[264] #bigdata,#analytics [256] #datascience,#ai [255] #analytics,#datascience [247] #ai,#machinelearning [244] #machinelearning,#iot [242] #iot,#iiot [126] #python,#rstats [104] #iiot,#pytorch [102] #pytorch,#python [67] cheat,sheet Top Word Pairs in Tweet in G4:
[225] #bigdata,#analytics [185] #python,#rstats [164] #analytics,#ai [154] #sql,#cybersecurity [154] #datascience,#sql [154] #cybersecurity,#bigdata [152] #iiot,#python [119] #machinelearning,#datascience [118] #ai,#iiot [76] thefarooqii,#sql Top Word Pairs in Tweet in G5:
[227] #bigdata,#analytics [169] #iiot,#python [136] #python,#rstats [132] #machinelearning,#iot [128] #ai,#machinelearning [117] #iot,#iiot [115] #analytics,#datascience [115] #datascience,#ai [112] #sql,#cybersecurity [112] #cybersecurity,#bigdata Top Word Pairs in Tweet in G6:
[125] #bigdata,#analytics [88] #analytics,#datascience [86] #ai,#machinelearning [86] #iot,#iiot [78] #machinelearning,#datascience [75] #datascience,#ai [66] #machinelearning,#iot [49] #python,#rstats [43] #ai,#iot [39] #iiot,#python Top Word Pairs in Tweet in G7:
[68] #iot,#iiot [60] #bigdata,#analytics [50] #iiot,#iotpl [46] #machinelearning,#ml [46] #datascience,#bigdata [40] #analytics,#bigdata [39] #ai,#machinelearning [36] #bigdata,#ai [30] #ai,#ml [29] #machinelearning,#iot Top Word Pairs in Tweet in G8:
[337] #bigdata,#analytics [316] #analytics,#datascience [312] #datascience,#ai [306] #machinelearning,#bigdata [231] #ai,#iot [160] #iot,#iiot [112] ucouponsme,100 [70] #iiot,#python [47] #reactjs,#cloudcomputing [47] #cloudcomputing,#datascientist Top Word Pairs in Tweet in G9:
[46] cómo,visualizar [46] #stats,#datascience [46] #analytics,#dataanalysis [46] porcentajes,#stats [46] visualizar,porcentajes [46] #datascience,#analytics [45] #dataanalysis,#machinelearn [45] rosanaferrero,cómo [2] #bigdata,#analytics [2] #datascience,#sql Top Word Pairs in Tweet in G10:
[9] #machinelearning,#datascience [6] round,collection [6] tweets,enjoy [6] #datascience,#bigdata [6] #rstats,#reactjs [6] #google,track [6] #ai,#datasecurity [6] #flutter,#java [6] #reactjs,#python [6] #python,#php Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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 G5:
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Top Tweeters in G9:
Top Tweeters in G10: