The graph represents a network of 2,735 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, 01 April 2022 at 11:00 UTC.
The requested start date was Friday, 01 April 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 3-day, 7-hour, 29-minute period from Monday, 28 March 2022 at 16:13 UTC to Thursday, 31 March 2022 at 23:43 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 : 2735
Unique Edges : 1338
Edges With Duplicates : 15473
Total Edges : 16811
Number of Edge Types : 5
Retweet : 7005
MentionsInRetweet : 8781
Tweet : 566
Mentions : 424
Replies to : 35
Self-Loops : 708
Reciprocated Vertex Pair Ratio : 0.00789379260853965
Reciprocated Edge Ratio : 0.0156639373442506
Connected Components : 11
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 2716
Maximum Edges in a Connected Component : 16782
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.097561
Graph Density : 0.000751321633328831
Modularity : 0.245407
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,735 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, 01 April 2022 at 11:00 UTC.
The requested start date was Friday, 01 April 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 3-day, 7-hour, 29-minute period from Monday, 28 March 2022 at 16:13 UTC to Thursday, 31 March 2022 at 23:43 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:
[4698] #bigdata,#analytics [4690] #iot,#iiot [3920] #analytics,#datascience [3808] #datascience,#ai [3590] #ai,#machinelearning [3403] #machinelearning,#iot [2735] #python,#rstats [2545] #iiot,#pytorch [2345] #pytorch,#python [1985] cheat,sheet Top Word Pairs in Tweet in G1:
[1438] #bigdata,#analytics [1438] #ai,#machinelearning [1437] cheat,sheet [1436] sheet,#bigdata [1436] #analytics,#datascience [1436] #datascience,#ai [1436] #machinelearning,#iot [1436] #iot,#iiot [1436] #iiot,#pytorch [1436] #pytorch,#python Top Word Pairs in Tweet in G2:
[2114] #bigdata,#analytics [2051] #iot,#iiot [1723] #analytics,#datascience [1593] #datascience,#ai [1475] #ai,#machinelearning [1327] #machinelearning,#iot [839] #python,#rstats [674] #iiot,#pytorch [562] #pytorch,#python [487] #iiot,#python Top Word Pairs in Tweet in G3:
[578] #bigdata,#analytics [560] #analytics,#datascience [551] #datascience,#ai [498] #iot,#iiot [475] #ai,#machinelearning [466] #machinelearning,#iot [297] #python,#rstats [283] #iiot,#pytorch [267] #pytorch,#python [175] cheat,sheet Top Word Pairs in Tweet in G4:
[76] #iot,#iiot [70] #datascience,#ai [53] #ai,#machinelearning [49] #machinelearning,#iot [49] #analytics,#datascience [47] #bigdata,#analytics [33] #iiot,#iotpl [30] #python,#rstats [29] data,science [28] #bigdata,#datascience Top Word Pairs in Tweet in G5:
[149] #ai,#datasecurity [149] #datasecurity,#datascientist [143] #datascientist,#dataanalytics [124] #dataanalytics,#pythondeveloper [116] #pythondeveloper,#rstats [111] #rstats,#reactjs [99] #reactjs,#iiot [60] machine,learning [55] #bigdata,#analytics [48] #analytics,#datascience Top Word Pairs in Tweet in G6:
[104] learn,more [103] more,co [85] realtime,detection [85] detection,feelings [85] feelings,video [85] video,using [85] using,#ai [85] #ai,learn [85] co,tkvsanvy1d [85] tkvsanvy1d,#computervision Top Word Pairs in Tweet in G7:
[100] #bigdata,#analytics [58] #machinelearning,#bigdata [54] #datascience,#machinelearning [53] #analytics,#ai [42] #datascience,#ai [42] #ai,#tech [40] #analytics,#datascience [39] deep,learning [39] #iot,#iiot [39] catherineadenle,infographic Top Word Pairs in Tweet in G8:
[480] #iot,#iiot [382] #python,#bigdata [341] #iiot,#azure [331] #bigdata,#analytics [318] #azure,#pytorch [297] #analytics,#ai [273] #pytorch,#cython [243] #ai,#datascience [231] #datascience,#iot [190] #cython,#rstats Top Word Pairs in Tweet in G9:
[10] #bigdata,#analytics [8] #ai,#machinelearning [8] #machinelearning,#bigdata [7] antgrasso,mvollmer1 [7] #iot,#iiot [6] #infographic,features [6] features,cloud [6] cloud,computing [6] computing,antgrasso [6] mvollmer1,enricomolinari Top Word Pairs in Tweet in G10:
[9] hoy,jueves [9] jueves,estaremos [9] estaremos,#af2022 [9] #af2022,itainnova [9] itainnova,participa [9] participa,advanfactories [9] advanfactories,#transformacióndigital [8] itainnova,hoy [8] #transformacióndigital,#automatiz Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: