The graph represents a network of 2,475 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, 07 December 2022 at 13:20 UTC.
The requested start date was Wednesday, 07 December 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, 23-minute period from Sunday, 04 December 2022 at 15:36 UTC to Wednesday, 07 December 2022 at 00:59 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 : 2475
Unique Edges : 2407
Edges With Duplicates : 15967
Total Edges : 18374
Number of Edge Types : 5
Retweet : 6477
MentionsInRetweet : 8530
Tweet : 1221
Mentions : 2111
Replies to : 35
Self-Loops : 2211
Reciprocated Vertex Pair Ratio : 0.0209824333116461
Reciprocated Edge Ratio : 0.041102437470129
Connected Components : 106
Single-Vertex Connected Components : 85
Maximum Vertices in a Connected Component : 2332
Maximum Edges in a Connected Component : 18081
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.44778
Graph Density : 0.00102512595641132
Modularity : 0.237374
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,475 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, 07 December 2022 at 13:20 UTC.
The requested start date was Wednesday, 07 December 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, 23-minute period from Sunday, 04 December 2022 at 15:36 UTC to Wednesday, 07 December 2022 at 00:59 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:
[3172] #bigdata,#analytics [2656] #ai,#machinelearning [2336] #analytics,#datascience [2054] #machinelearning,#iot [1986] #datascience,#ai [1891] #iot,#iiot [1709] #python,#rstats [919] #pytorch,#python [859] #rstats,#tensorflow [824] #iiot,#python Top Word Pairs in Tweet in G1:
[1766] #bigdata,#analytics [1338] #analytics,#datascience [1204] #ai,#machinelearning [1027] #datascience,#ai [1024] #machinelearning,#iot [812] #python,#rstats [672] #iot,#iiot [515] #pytorch,#python [447] #iiot,#python [410] #rstats,#tensorflow Top Word Pairs in Tweet in G2:
[473] #ai,#machinelearning [288] #bigdata,#analytics [243] #machinelearning,#robotics [216] #robotics,#iot [216] #machinelearning,#iot [172] #analytics,#datascience [149] #iot,#python [130] #iot,#5g [125] #machinelearning,#datascience [117] #coding,#100daysofcode Top Word Pairs in Tweet in G3:
[108] #rstats,ggplot2 [108] puedes,encontrar [108] crear,gráficos [108] manual,completo [108] encontrar,crear [108] profesionales,#rstats [108] completo,puedes [108] gráficos,profesionales [107] rosanaferrero,manual [81] alicjagosiewska,hbaniecki Top Word Pairs in Tweet in G4:
[483] #iot,#iiot [405] #iiot,#iotpl [332] #ai,#ml [262] #bigdata,#analytics [243] #ai,#machinelearning [241] #machinelearning,#ml [232] #datascience,#analytics [224] #ml,#machinelearning [222] #programming,#coding [195] #100daysofcode,#devcommunity Top Word Pairs in Tweet in G5:
[437] #bigdata,#analytics [429] #analytics,#datascience [421] #ai,#machinelearning [417] #datascience,#ai [408] #iot,#iiot [401] #machinelearning,#iot [356] #python,#rstats [246] #pytorch,#python [244] #iiot,#pytorch [152] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[59] #machinelearning,#datascience [42] #datascience,#python [41] #ai,#iot [33] #100daysofcode,#iot [28] #iot,#flutter [28] #bigdata,#analytics [24] #python,#rstats [21] accounts,#machinelearning [19] #ai,#100daysofcode [19] #artificialintelligence,#machinelearning Top Word Pairs in Tweet in G7:
[89] tut_ml,learn [82] online,courses [80] #programming,#coding [78] #datascientist,#programming [74] courses,#datascientist [73] data,science [69] learn,sql [69] science,online [65] sql,data [64] #bigdata,#analytics Top Word Pairs in Tweet in G8:
[152] #bigdata,#analytics [108] #rstats,#tensorflow [88] #python,#rstats [86] #iiot,#python [83] #machinelearning,#datascience [82] #sql,#cybersecurity [82] #datascience,#sql [81] #ai,#iiot [81] #cybersecurity,#bigdata [81] #analytics,#ai Top Word Pairs in Tweet in G9:
[48] #ai,#iot [44] #iot,#deeplearning [42] #bigdata,#ai [40] #artificialintelligence,#nlp [40] #100daysofcode,#python [40] #python,#cybersecurity [40] #machinelearning,#datascience [37] #deeplearning,#artificialintelligence [32] #cybersecurity,#bigdata [29] #nlp,#robots Top Word Pairs in Tweet in G10:
[81] data,science [78] #machinelearning,#tensorflow [78] #neuralnetworks,#machinelearning [78] free,ebooks [78] books,#neuralnetworks [78] science,books [78] 100,free [78] ebooks,100 [78] free,data [76] #tensorflow,#100days Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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: