The graph represents a network of 1,443 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, 18 March 2022 at 11:01 UTC.
The requested start date was Friday, 18 March 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, 57-minute period from Tuesday, 15 March 2022 at 04:26 UTC to Thursday, 17 March 2022 at 23:23 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 : 1443
Unique Edges : 1544
Edges With Duplicates : 15647
Total Edges : 17191
Number of Edge Types : 5
Retweet : 7007
MentionsInRetweet : 9094
Mentions : 576
Tweet : 488
Replies to : 26
Self-Loops : 588
Reciprocated Vertex Pair Ratio : 0.00620586347100364
Reciprocated Edge Ratio : 0.0123351765206295
Connected Components : 9
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 1434
Maximum Edges in a Connected Component : 17178
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.374666
Graph Density : 0.0022597012888275
Modularity : 0.157128
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,443 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, 18 March 2022 at 11:01 UTC.
The requested start date was Friday, 18 March 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, 57-minute period from Tuesday, 15 March 2022 at 04:26 UTC to Thursday, 17 March 2022 at 23:23 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:
[3475] #bigdata,#analytics [3207] #iot,#iiot [2984] #analytics,#datascience [2856] #datascience,#ai [2450] #python,#rstats [2312] #ai,#machinelearning [2102] #machinelearning,#iot [1470] #iiot,#pytorch [1423] #rstats,#reactjs [1197] #pytorch,#python Top Word Pairs in Tweet in G1:
[1032] #bigdata,#analytics [1028] #iot,#iiot [889] #analytics,#datascience [850] #datascience,#ai [771] #python,#rstats [631] #ai,#machinelearning [569] #machinelearning,#iot [489] #rstats,#reactjs [462] #machinelearning,#ai [458] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[1740] #bigdata,#analytics [1613] #analytics,#datascience [1518] #datascience,#ai [1399] #iot,#iiot [1264] #ai,#machinelearning [1210] #machinelearning,#iot [911] #python,#rstats [792] #iiot,#pytorch [716] #pytorch,#python [339] #iiot,#python Top Word Pairs in Tweet in G3:
[261] #ai,#datasecurity [261] #datasecurity,#datascientist [261] #datascientist,#dataanalytics [256] #python,#rstats [247] #dataanalytics,#python [244] #rstats,#reactjs [241] #reactjs,#iiot [236] #web3,#ai [130] #iiot,#ml [78] data,science Top Word Pairs in Tweet in G4:
[487] #iot,#iiot [339] #python,#rstats [288] #bigdata,#analytics [284] #rstats,#reactjs [213] #datasecurity,#datascientist [210] #ai,#datasecurity [207] #datascientist,#dataanalytics [186] #python,#bigdata [173] #dataanalytics,#python [170] #iiot,#azure Top Word Pairs in Tweet in G5:
[164] #datascience,#ai [155] #analytics,#datascience [145] #bigdata,#analytics [119] #machinelearning,#iot [107] #ai,#machinelearning [100] free_ai_books,free [89] #iot,#iiot [79] #python,#rstats [50] available,#bigdata [49] #iiot,#python Top Word Pairs in Tweet in G6:
[126] #ai,#datasecurity [126] #datasecurity,#datascientist [124] #datascientist,#dataanalytics [123] #rstats,#reactjs [94] #dataanalytics,#pythondeveloper [94] #pythondeveloper,#rstats [81] #reactjs,#iiot [46] algorithm,use [44] type,ai [44] ai,algorithm Top Word Pairs in Tweet in G7:
[60] #iot,#iiot [52] #iiot,#iotpl [47] #ai,#machinelearning [43] #datascience,#ai [42] #iotpl,#iotcl [38] #bigdata,#analytics [33] #analytics,#datascience [31] #iotcl,#iotcommunity [23] #machinelearning,#iot [23] pdf,ebook Top Word Pairs in Tweet in G8:
[98] #bigdata,#analytics [73] #machinelearning,#bigdata [58] #analytics,#ai [57] data,science [56] #datascience,#machinelearning [46] #ai,#tech [41] #analytics,#datascience [40] #datascience,#ai [37] catherineadenle,infographic [35] #python,#rstats Top Word Pairs in Tweet in G9:
[3] #ai,#datasecurity [3] #datasecurity,#datascientist [3] #datascientist,#dataanalytics [3] #rstats,#reactjs [2] #ai,#iot [2] #iot,#bigdata [2] #ml,#mi [2] joshinav,bbntimes_en [2] #web3,#ai [2] #dataanalytics,#python Top Word Pairs in Tweet in G10:
[25] #ai,#machinelearning [24] #machinelearning,#selfdrivingcars [23] #selfdrivingcars,#autonomousvehicles [23] #bigdata,#analytics [21] #autonomousvehicles,#datascientist [19] #datascientist,#bigdata [19] #analytics,#datascience [14] #iot,#iiot [10] #javascript,#reactjs [9] #rstats,#javascript Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G7:
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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: