The graph represents a network of 2,068 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 November 2022 at 12:48 UTC.
The requested start date was Wednesday, 30 November 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 4-day, 8-hour, 45-minute period from Friday, 25 November 2022 at 16:13 UTC to Wednesday, 30 November 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 : 2068
Unique Edges : 1753
Edges With Duplicates : 14829
Total Edges : 16582
Number of Edge Types : 5
Retweet : 6230
MentionsInRetweet : 7651
Tweet : 1435
Mentions : 1227
Replies to : 39
Self-Loops : 2032
Reciprocated Vertex Pair Ratio : 0.0126291618828932
Reciprocated Edge Ratio : 0.0249433106575964
Connected Components : 92
Single-Vertex Connected Components : 65
Maximum Vertices in a Connected Component : 1918
Maximum Edges in a Connected Component : 16316
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.467229
Graph Density : 0.00123802331750947
Modularity : 0.20185
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,068 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 November 2022 at 12:48 UTC.
The requested start date was Wednesday, 30 November 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 4-day, 8-hour, 45-minute period from Friday, 25 November 2022 at 16:13 UTC to Wednesday, 30 November 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 bigdata
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:
[2632] #bigdata,#analytics [1739] #ai,#machinelearning [1656] #analytics,#datascience [1546] #datascience,#ai [1516] #machinelearning,#iot [1502] #python,#rstats [1176] #iot,#iiot [904] #pytorch,#python [842] #analytics,#ai [830] #rstats,#tensorflow Top Word Pairs in Tweet in G1:
[861] #bigdata,#analytics [573] #python,#rstats [539] #ai,#machinelearning [526] #analytics,#datascience [515] #machinelearning,#iot [507] #datascience,#ai [360] #pytorch,#python [358] #iot,#pytorch [357] #rstats,#tensorflow [322] #analytics,#ai Top Word Pairs in Tweet in G2:
[758] #bigdata,#analytics [447] #ai,#machinelearning [414] #analytics,#datascience [380] #datascience,#ai [378] #iot,#iiot [364] #machinelearning,#iot [343] #python,#rstats [308] #ai,#iot [294] #analytics,#ai [293] assignment,help Top Word Pairs in Tweet in G3:
[242] #bigdata,#analytics [201] #ai,#machinelearning [162] #datascience,#ai [161] #machinelearning,#iot [160] #analytics,#datascience [130] #python,#rstats [127] #iot,#iiot [84] #iiot,#python [72] #bigdata,#datascience [70] #machinelearning,#datascience Top Word Pairs in Tweet in G4:
[325] #bigdata,#analytics [295] #analytics,#datascience [272] #iot,#iiot [261] #ai,#machinelearning [258] #datascience,#ai [252] #machinelearning,#iot [234] #python,#rstats [156] #iiot,#python [127] #pytorch,#python [114] #iiot,#pytorch Top Word Pairs in Tweet in G5:
[92] #ai,#machinelearning [88] #bigdata,#analytics [63] ingliguori,#infographic [59] #machinelearning,#iot [57] ingliguori,#bigdata [50] #analytics,#datascience [46] #datascience,#ai [42] #iot,#iiot [36] #analytics,#ai [34] #machinelearning,#datascience Top Word Pairs in Tweet in G6:
[190] assignment,help [190] quality,assignment [188] essay,pay [188] hmu,quality [188] help,essay [186] biology,chemistry [186] homework,biology [183] exams,homework [181] pay,exams [180] ecology,anatomy Top Word Pairs in Tweet in G7:
[158] #bigdata,#analytics [109] #analytics,#datascience [97] #python,#rstats [95] #datascience,#ai [91] #ai,#machinelearning [83] essay,pay [83] hmu,quality [83] assignment,help [83] quality,assignment [83] help,essay Top Word Pairs in Tweet in G8:
[30] #bigdata,#analytics [29] #ai,#iot [28] #iot,#iiot [25] #javascript,#reactjs [25] #analytics,#datascience [25] #datascience,#ai [24] #coding,#100daysofcode [24] #machinelearning,#bigdata [21] #reactjs,#cloudcomputing [20] #datascientist,#linux Top Word Pairs in Tweet in G9:
[29] udemy,course [25] course,follow [24] free,udemy [24] #bigdata,#analytics [18] #python,#rstats [17] #ai,#machinelearning [17] #machinelearning,#iot [15] #datascience,#ai [15] #analytics,#datascience [12] #pytorch,#python Top Word Pairs in Tweet in G10:
[28] #ai,#bigdata [24] #iot,#5g [23] #bigdata,#vpn [23] #5g,#ai [23] #artificialintelligence,cc [23] #vpn,#artificialintelligence [23] future,#tech4good [23] #mobility,#iot [23] #innovation,#mobility [23] #tech4good,#innovation Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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 G7:
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Top Tweeters in G9:
Top Tweeters in G10: