The graph represents a network of 1,641 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, 10 June 2022 at 11:21 UTC.
The requested start date was Friday, 10 June 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, 18-hour, 30-minute period from Tuesday, 07 June 2022 at 05:28 UTC to Thursday, 09 June 2022 at 23:59 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 : 1641
Unique Edges : 882
Edges With Duplicates : 14987
Total Edges : 15869
Number of Edge Types : 5
Retweet : 6930
MentionsInRetweet : 7930
Mentions : 289
Tweet : 700
Replies to : 20
Self-Loops : 777
Reciprocated Vertex Pair Ratio : 0.00591590957109656
Reciprocated Edge Ratio : 0.0117622348246167
Connected Components : 11
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 1621
Maximum Edges in a Connected Component : 15840
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.358693
Graph Density : 0.00176907299237526
Modularity : 0.177934
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,641 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, 10 June 2022 at 11:21 UTC.
The requested start date was Friday, 10 June 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, 18-hour, 30-minute period from Tuesday, 07 June 2022 at 05:28 UTC to Thursday, 09 June 2022 at 23:59 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:
[4911] #bigdata,#analytics [2503] #iot,#iiot [2427] #analytics,#ai [2418] #iiot,#python [2325] #ai,#machinelearning [2322] #machinelearning,#datascience [2273] #cybersecurity,#bigdata [2152] #analytics,#datascience [2064] #python,#rstats [2061] #datascience,#ai Top Word Pairs in Tweet in G1:
[2419] #bigdata,#analytics [1329] #iot,#iiot [1316] #ai,#machinelearning [1141] #analytics,#datascience [1127] #iiot,#python [1094] #machinelearning,#datascience [1035] #datascience,#ai [1028] #machinelearning,#iot [1027] #analytics,#ai [1026] #python,#rstats Top Word Pairs in Tweet in G2:
[617] #bigdata,#analytics [398] #analytics,#ai [336] #iot,#iiot [266] #cybersecurity,#bigdata [255] #machinelearning,#datascience [248] #datascience,#sql [224] #sql,#cybersecurity [224] #ai,#iiot [198] #iiot,#python [196] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[402] #bigdata,#analytics [372] #cybersecurity,#bigdata [327] #sql,#cybersecurity [324] #machinelearning,#datascience [317] #datascience,#sql [310] #analytics,#ai [298] #iiot,#python [274] #ai,#iiot [173] cheat,sheet [145] #python,#rstats Top Word Pairs in Tweet in G4:
[383] #bigdata,#analytics [299] #analytics,#ai [297] #cybersecurity,#bigdata [289] #ai,#iiot [284] #sql,#cybersecurity [276] #datascience,#sql [272] #machinelearning,#datascience [226] #iiot,#python [136] #python,#rstats [87] cheat,sheet Top Word Pairs in Tweet in G5:
[573] #bigdata,#analytics [428] #iot,#iiot [428] #analytics,#datascience [423] #datascience,#ai [422] #ai,#machinelearning [419] #machinelearning,#iot [288] #iiot,#python [227] #python,#rstats [130] #analytics,#ai [123] #machinelearning,#datascience Top Word Pairs in Tweet in G6:
[147] #bigdata,#analytics [88] #cybersecurity,#bigdata [83] #iot,#iiot [82] #analytics,#datascience [80] #datascience,#ai [78] #ai,#machinelearning [76] #machinelearning,#iot [75] #iiot,#python [62] #analytics,#ai [59] #sql,#cybersecurity Top Word Pairs in Tweet in G7:
[133] #python,#rstats [116] #ai,#datasecurity [101] #datasecurity,#datascientist [101] #datascientist,#dataanalytics [101] #bigdata,#analytics [96] cheat,sheet [95] #dataanalytics,#python [65] #rstats,#reactjs [65] #reactjs,#iiot [55] #iiot,#flutter Top Word Pairs in Tweet in G8:
[136] #bigdata,#analytics [98] #machinelearning,#datascience [96] #datascience,#sql [93] #analytics,#ai [92] #cybersecurity,#bigdata [85] #iiot,#python [84] #sql,#cybersecurity [82] #ai,#iiot [79] #python,#rstats [38] cheat,sheet Top Word Pairs in Tweet in G9:
[41] #machinelearning,#ai [38] #analytics,#5g [36] #5g,#machinelearning [36] #ai,#python [34] #python,#rstats [20] #rstats,#rectajs [18] #ai,#machinelearning [14] #rectajs,#iot [14] #machinelearning,#datascience [13] #iot,#nlp Top Word Pairs in Tweet in G10:
[112] #bigdata,#analytics [82] #iot,#iiot [66] #analytics,#datascience [65] #datascience,#ai [65] #machinelearning,#iot [62] #ai,#machinelearning [60] #iiot,#python [57] #python,#rstats [45] #analytics,#ai [44] #machinelearning,#datascience Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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Top Mentioned in G6:
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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 G4:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: