The graph represents a network of 1,477 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, 29 July 2022 at 11:22 UTC.
The requested start date was Friday, 29 July 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, 21-hour, 28-minute period from Tuesday, 26 July 2022 at 02:31 UTC to Friday, 29 July 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 : 1477
Unique Edges : 913
Edges With Duplicates : 14938
Total Edges : 15851
Number of Edge Types : 5
Mentions : 436
Retweet : 6797
MentionsInRetweet : 7775
Tweet : 824
Replies to : 19
Self-Loops : 983
Reciprocated Vertex Pair Ratio : 0.00420168067226891
Reciprocated Edge Ratio : 0.00836820083682008
Connected Components : 12
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1454
Maximum Edges in a Connected Component : 15820
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.408116
Graph Density : 0.00197334742474033
Modularity : 0.156159
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,477 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, 29 July 2022 at 11:22 UTC.
The requested start date was Friday, 29 July 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, 21-hour, 28-minute period from Tuesday, 26 July 2022 at 02:31 UTC to Friday, 29 July 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 : 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:
[4523] #bigdata,#analytics [2359] #iot,#iiot [2168] #analytics,#datascience [2162] #datascience,#ai [2161] #iiot,#python [1998] #analytics,#ai [1967] #machinelearning,#datascience [1924] #ai,#machinelearning [1872] #machinelearning,#iot [1829] #cybersecurity,#bigdata Top Word Pairs in Tweet in G1:
[1034] #bigdata,#analytics [712] #analytics,#ai [679] #machinelearning,#datascience [677] #cybersecurity,#bigdata [548] #ai,#iiot [541] #iiot,#python [480] #sql,#cybersecurity [474] #datascience,#sql [390] #python,#rstats [293] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[1520] #bigdata,#analytics [753] #iot,#iiot [729] #machinelearning,#datascience [729] #analytics,#datascience [726] #datascience,#ai [675] #ai,#machinelearning [649] #analytics,#ai [633] #iiot,#python [627] #machinelearning,#iot [591] #cybersecurity,#bigdata Top Word Pairs in Tweet in G3:
[661] #bigdata,#analytics [627] #analytics,#datascience [625] #datascience,#ai [621] #ai,#machinelearning [615] #machinelearning,#iot [595] #iot,#iiot [420] #python,#rstats [338] #iiot,#python [198] #iiot,#pytorch [198] #pytorch,#python Top Word Pairs in Tweet in G4:
[501] #bigdata,#analytics [390] #iot,#iiot [253] #machinelearning,#datascience [245] #analytics,#ai [221] #machinelearning,#iot [216] #cybersecurity,#bigdata [209] #datascience,#ai [207] #ai,#machinelearning [207] #iiot,#python [201] #analytics,#datascience Top Word Pairs in Tweet in G5:
[168] #bigdata,#analytics [112] #analytics,#ai [109] #machinelearning,#datascience [109] #ai,#datasecurity [103] #iiot,#python [96] #iiot,#flutter [90] #ai,#iiot [90] #flutter,#javascript [86] #cybersecurity,#bigdata [73] #sql,#cybersecurity Top Word Pairs in Tweet in G6:
[68] #ai,#100daysofcode [62] #analytics,#ai [60] #bigdata,#analytics [58] #iiot,#python [55] #machinelearning,#python [52] #python,#nlp [46] #cybersecurity,#bigdata [44] #ai,#iiot [38] #machinelearning,#datascience [38] #sql,#cybersecurity Top Word Pairs in Tweet in G7:
[147] #bigdata,#analytics [97] #analytics,#ai [80] #iot,#iiot [76] #cybersecurity,#bigdata [63] #python,#rstats [62] #machinelearning,#datascience [55] #iiot,#python [54] #ai,#iiot [51] #datascience,#sql [51] #sql,#cybersecurity Top Word Pairs in Tweet in G8:
[336] #bigdata,#analytics [320] #machinelearning,#bigdata [188] #analytics,#datascience [182] #datascience,#ai [164] #ai,#iot [154] #iiot,#python [153] #python,#rstats [153] #rstats,#tensorflow [153] #javascript,#reactjs [153] #reactjs,#cloudcomputing Top Word Pairs in Tweet in G9:
[47] #bigdata,#analytics [45] #cybersecurity,#bigdata [38] #analytics,#ai [33] #ai,#iiot [33] #iiot,#python [31] #machinelearning,#datascience [24] #datascience,#sql [22] #sql,#cybersecurity [17] #python,#machinelearning [17] #machinelearning,#sql Top Word Pairs in Tweet in G10:
[39] #bigdata,#analytics [33] #cybersecurity,#bigdata [33] #analytics,#ai [33] #iiot,#python [31] #ai,#iiot [30] #machinelearning,#datascience [30] #datascience,#sql [30] #sql,#cybersecurity [19] #python,#rstats [11] #rstats,#tensorflow Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: