The graph represents a network of 1,370 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, 16 December 2022 at 12:26 UTC.
The requested start date was Friday, 16 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 3-day, 13-hour, 57-minute period from Monday, 12 December 2022 at 11:01 UTC to Friday, 16 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 : 1370
Unique Edges : 937
Edges With Duplicates : 17091
Total Edges : 18028
Number of Edge Types : 5
Retweet : 6873
MentionsInRetweet : 8867
Mentions : 1295
Tweet : 943
Replies to : 50
Self-Loops : 2160
Reciprocated Vertex Pair Ratio : 0.0141414141414141
Reciprocated Edge Ratio : 0.0278884462151394
Connected Components : 13
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 1352
Maximum Edges in a Connected Component : 17994
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.161131
Graph Density : 0.00160594605258247
Modularity : 0.116756
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,370 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, 16 December 2022 at 12:26 UTC.
The requested start date was Friday, 16 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 3-day, 13-hour, 57-minute period from Monday, 12 December 2022 at 11:01 UTC to Friday, 16 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 : 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:
[4236] #bigdata,#analytics [2757] #iot,#iiot [2549] #ai,#machinelearning [2314] #python,#rstats [2294] #analytics,#datascience [2287] #datascience,#ai [2166] #machinelearning,#iot [2114] #analytics,#ai [2080] #iiot,#python [1924] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[2442] #bigdata,#analytics [1745] #iot,#iiot [1575] #ai,#machinelearning [1385] #python,#rstats [1346] #datascience,#ai [1298] #analytics,#ai [1270] #machinelearning,#iot [1263] #analytics,#datascience [1129] #machinelearning,#datascience [1069] #iiot,#python Top Word Pairs in Tweet in G2:
[411] #bigdata,#analytics [386] #analytics,#ai [386] #cybersecurity,#bigdata [385] #machinelearning,#datascience [368] #ai,#iiot [327] #sql,#cybersecurity [326] #datascience,#sql [262] #iiot,#python [246] #rstats,#tensorflow [229] #python,#rstats Top Word Pairs in Tweet in G3:
[568] #bigdata,#analytics [513] #ai,#machinelearning [513] #analytics,#datascience [511] #datascience,#ai [508] #iot,#iiot [497] #machinelearning,#iot [298] #python,#rstats [274] #iiot,#python [203] #iiot,#pytorch [203] #pytorch,#python Top Word Pairs in Tweet in G4:
[261] #bigdata,#analytics [189] #iot,#iiot [183] #analytics,#datascience [146] #ai,#machinelearning [143] #iiot,#python [140] #datascience,#ai [118] #machinelearning,#iot [116] #python,#rstats [94] #machinelearning,#datascience [93] #analytics,#ai Top Word Pairs in Tweet in G5:
[37] #innovation,#iot [33] #iiot,#python [29] #iot,#tech [28] #analytics,#datascience [26] #bigdata,#analytics [23] #digital,#ces2023 [23] #tech,#machinelearning [23] #machinelearning,#metaverse [22] #ai,#innovation [22] #nft,#iiot Top Word Pairs in Tweet in G6:
[383] #bigdata,#analytics [243] #ai,#machinelearning [238] #analytics,#datascience [236] #iiot,#python [234] #iot,#iiot [225] #python,#rstats [220] #datascience,#ai [214] #machinelearning,#iot [165] #analytics,#ai [153] #machinelearning,#datascience Top Word Pairs in Tweet in G7:
[51] #bigdata,#analytics [41] #analytics,#ai [40] #machinelearning,#datascience [39] #cybersecurity,#bigdata [38] #datascience,#sql [38] #sql,#cybersecurity [35] #ai,#iiot [23] #iiot,#python [15] cheatsheet,#machinelearning [14] #python,#rstats Top Word Pairs in Tweet in G8:
[41] #art,#aiart [41] #aiart,#machinelearning [38] #machinelearning,#deeplearning [31] #bigdata,#analytics [29] #analytics,#ai [28] #deeplearning,#mlsogood [21] #machinelearning,#datascience [20] #cybersecurity,#bigdata [17] welcome,team [16] #python,#bigdata Top Word Pairs in Tweet in G9:
[13] favoritos,#dataviz [13] cuáles,tus [13] #dataviz,#stats [13] top,#rstats [13] #analytics,#machinelearning [13] #rstats,utilizados [13] #stats,#analytics [13] tus,favoritos [13] utilizados,cuáles [12] #machinelearning,#ml Top Word Pairs in Tweet in G10:
[25] #bigdata,#analytics [19] #iot,#iiot [18] #ai,#machinelearning [17] #machinelearning,#iot [13] #analytics,#datascience [11] #cybersecurity,#bigdata [11] #analytics,#ai [10] #ai,#iiot [10] #datascience,#ai [10] #machinelearning,#datascience Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 G7:
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Top Mentioned in G9:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: