The graph represents a network of 1,262 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, 31 December 2021 at 12:04 UTC.
The requested start date was Friday, 31 December 2021 at 01:01 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, 6-hour, 26-minute period from Tuesday, 28 December 2021 at 18:34 UTC to Friday, 31 December 2021 at 01:00 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 : 1262
Unique Edges : 2006
Edges With Duplicates : 17046
Total Edges : 19052
Number of Edge Types : 5
Retweet : 7134
MentionsInRetweet : 10222
Mentions : 1079
Tweet : 566
Replies to : 51
Self-Loops : 833
Reciprocated Vertex Pair Ratio : 0.00934579439252336
Reciprocated Edge Ratio : 0.0185185185185185
Connected Components : 4
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1256
Maximum Edges in a Connected Component : 19043
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.218917
Graph Density : 0.00318968041614144
Modularity : 0.162968
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,262 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, 31 December 2021 at 12:04 UTC.
The requested start date was Friday, 31 December 2021 at 01:01 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, 6-hour, 26-minute period from Tuesday, 28 December 2021 at 18:34 UTC to Friday, 31 December 2021 at 01:00 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:
[3288] #iot,#iiot [2837] #bigdata,#analytics [2301] #analytics,#datascience [1911] #python,#rstats [1809] #datascience,#ai [1717] #machinelearning,#ai [1600] #ai,#machinelearning [1510] #machinelearning,#iot [1341] #ai,#python [1296] #analytics,#machinelearning Top Word Pairs in Tweet in G1:
[921] #iot,#iiot [636] #machinelearning,#ai [573] #analytics,#datascience [550] #python,#rstats [549] #bigdata,#analytics [477] #rstats,#reactjs [461] #analytics,#machinelearning [454] #ai,#python [446] #reactjs,#iot [390] #datascience,#ai Top Word Pairs in Tweet in G2:
[926] #bigdata,#analytics [835] #iot,#iiot [786] #analytics,#datascience [669] #datascience,#ai [520] #ai,#machinelearning [514] #machinelearning,#iot [423] #python,#rstats [337] #machinelearning,#bigdata [288] #iiot,#python [252] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[1421] #iot,#iiot [1279] #bigdata,#analytics [912] #python,#rstats [904] #analytics,#datascience [877] #machinelearning,#ai [723] #ai,#python [721] #analytics,#machinelearning [718] #datascience,#ai [686] #ai,#machinelearning [685] #rstats,#reactjs Top Word Pairs in Tweet in G4:
[59] purchase,durable [59] durable,high [59] high,quality [59] quality,beds [59] beds,virginhoffice [59] virginhoffice,affordable [59] affordable,prices [59] prices,35k [59] 35k,48k [59] 48k,52k Top Word Pairs in Tweet in G5:
[85] #iot,#iiot [70] #iiot,#azure [65] #bigdata,#analytics [57] #python,#bigdata [51] #analytics,#ai [48] #azure,#pytorch [39] #datascience,#iot [39] #python,#ai [38] #ai,#datascience [36] #pytorch,#cython Top Word Pairs in Tweet in G6:
[14] #deeplearning,#analytics [11] #analytics,#datascience [10] #datascience,#ai [10] #machinelearning,#iot [10] #iot,#iiot [10] #rstats,#cloudcomputing [10] #cloudcomputing,#serverless [10] #100daysofcode,#100daysofmlcode [9] #coding,#100daysofcode [9] #machinelearning,#bigdata Top Word Pairs in Tweet in G7:
[2] #cloudcomputing,nodexl [2] nodexl,smr91edgar [2] smr91edgar,pythonexpertbot [2] pythonexpertbot,runonflux [2] runonflux,gp_pulipaka [2] gp_pulipaka,ingliguori Top Word Pairs in Tweet in G8:
[7] mvollmer1,technologies [7] technologies,learn [7] learn,invest [7] invest,go [7] go,wrong [7] wrong,#ai [7] #ai,#iot [7] #iot,#blockchain [7] #blockchain,sandy [7] sandy,carter Top Word Pairs in Tweet in G9:
[7] infographic,#machinelearning [7] #machinelearning,archetypes [7] archetypes,process [7] process,redesign [7] redesign,organisations [7] organisations,#datascience [7] #datascience,#datascientist [7] #datascientist,#analytics [6] alsalhan,infographic [6] #analytics,#dat Top Word Pairs in Tweet in G10:
[4] theadityapatro,last [4] last,year [4] year,#ces2021 [4] #ces2021,gm [4] gm,surprised [4] surprised,everyone [4] everyone,cadillac [4] cadillac,air [4] air,taxi [4] taxi,flying Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: