The graph represents a network of 1,443 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 March 2022 at 10:41 UTC.
The requested start date was Friday, 25 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, 16-hour, 0-minute period from Tuesday, 22 March 2022 at 08:00 UTC to Friday, 25 March 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 : 1443
Unique Edges : 1506
Edges With Duplicates : 16021
Total Edges : 17527
Number of Edge Types : 5
Mentions : 668
Retweet : 7014
MentionsInRetweet : 9180
Tweet : 622
Replies to : 43
Self-Loops : 815
Reciprocated Vertex Pair Ratio : 0.00927835051546392
Reciprocated Edge Ratio : 0.0183861082737487
Connected Components : 16
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 1420
Maximum Edges in a Connected Component : 17496
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.312487
Graph Density : 0.00235245380876449
Modularity : 0.162766
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 bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 March 2022 at 10:41 UTC.
The requested start date was Friday, 25 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, 16-hour, 0-minute period from Tuesday, 22 March 2022 at 08:00 UTC to Friday, 25 March 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 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:
[4315] #bigdata,#analytics [3433] #iot,#iiot [2432] #analytics,#datascience [2106] #datascience,#ai [1847] #python,#rstats [1772] #ai,#machinelearning [1569] #analytics,#ai [1537] #machinelearning,#iot [1446] #iiot,#pytorch [1325] #pytorch,#python Top Word Pairs in Tweet in G1:
[2249] #bigdata,#analytics [1705] #iot,#iiot [1265] #analytics,#datascience [1069] #datascience,#ai [998] #python,#rstats [905] #ai,#machinelearning [799] #analytics,#ai [790] #machinelearning,#iot [687] #iiot,#pytorch [630] #pytorch,#python Top Word Pairs in Tweet in G2:
[453] #bigdata,#analytics [425] #analytics,#datascience [419] #iot,#iiot [360] #datascience,#ai [329] #ai,#machinelearning [320] #python,#rstats [311] #machinelearning,#iot [233] #iiot,#pytorch [227] #pytorch,#python [145] #iiot,#python Top Word Pairs in Tweet in G3:
[724] #iot,#iiot [628] #bigdata,#analytics [487] #python,#bigdata [329] #iiot,#azure [323] #analytics,#ai [301] #azure,#pytorch [294] #analytics,#datascience [285] #ai,#iot [269] #datascience,#ai [254] #pytorch,#cython Top Word Pairs in Tweet in G4:
[302] #bigdata,#analytics [168] #iot,#iiot [166] #analytics,#ai [161] #machinelearning,#bigdata [154] data,science [153] catherineadenle,infographic [138] #iiot,#pytorch [123] #ai,#iot [115] ingliguori,#bigdata [113] #pytorch,#python Top Word Pairs in Tweet in G5:
[211] #datasecurity,#datascientist [210] #ai,#datasecurity [210] #datascientist,#dataanalytics [190] #bigdata,#analytics [178] #rstats,#reactjs [176] #reactjs,#iiot [133] #dataanalytics,#pythondeveloper [133] #pythondeveloper,#rstats [110] #python,#rstats [110] #iiot,#mach Top Word Pairs in Tweet in G6:
[290] #bigdata,#analytics [145] #iot,#iiot [138] #ml,#dl [130] #python,#ml [128] #analytics,#datascience [126] #datascientist,#bigdata [124] #dl,#datascientist [123] #mlops,#python [120] #analytics,#ai [110] #linux,#mlops Top Word Pairs in Tweet in G7:
[83] #bigdata,#analytics [58] #iot,#iiot [47] #analytics,#datascience [43] #datascience,#ai [38] #python,#rstats [36] #ai,#machinelearning [35] cc,antgrasso [33] antgrasso,lindagrass0 [32] #sql,cheatsheet [32] cheatsheet,coding Top Word Pairs in Tweet in G8:
[114] #machinelearning,#deeplearning [108] #deeplearning,#mlsogood [104] #bigdata,#analytics [101] #art,#aiart [101] #aiart,#machinelearning [89] #iot,#iiot [83] #analytics,#datascience [74] #datascience,#ai [58] #ai,#machinelearning [57] #machinelearning,#iot Top Word Pairs in Tweet in G9:
[8] #iot,#iiot [7] #infographic,#datascience [7] #bigdata,#analytics [7] #analytics,#ai [7] #ai,#iot [7] #iiot,#pytorch [7] #pytorch,#python [5] ingliguori,#bigdata [4] #datascience,lifecycle [4] #python,#tensorflow Top Word Pairs in Tweet in G10:
[2] chidambara09,danfiehn [2] danfiehn,edventure9 [2] edventure9,sonu_monika [2] sonu_monika,bimedotcom [2] bimedotcom,khulood_almani [2] khulood_almani,evasmartai [2] evasmartai,ravidugh [2] ravidugh,sallyeaves [2] sallyeaves,jagersbergknut [2] jagersbergknut,betamor Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
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: