The graph represents a network of 1,072 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, 27 May 2022 at 11:22 UTC.
The requested start date was Friday, 27 May 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, 0-hour, 45-minute period from Monday, 23 May 2022 at 23:14 UTC to Thursday, 26 May 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 : 1072
Unique Edges : 960
Edges With Duplicates : 14766
Total Edges : 15726
Number of Edge Types : 5
MentionsInRetweet : 7674
Mentions : 467
Retweet : 6793
Tweet : 770
Replies to : 22
Self-Loops : 1045
Reciprocated Vertex Pair Ratio : 0.0133928571428571
Reciprocated Edge Ratio : 0.026431718061674
Connected Components : 12
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1043
Maximum Edges in a Connected Component : 15670
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.251803
Graph Density : 0.00296573853421966
Modularity : 0.136983
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,072 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, 27 May 2022 at 11:22 UTC.
The requested start date was Friday, 27 May 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, 0-hour, 45-minute period from Monday, 23 May 2022 at 23:14 UTC to Thursday, 26 May 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:
[4891] #bigdata,#analytics [4323] #analytics,#datascience [4318] #iot,#iiot [4159] #ai,#machinelearning [3913] #datascience,#ai [3766] #machinelearning,#iot [1570] data,science [1550] science,virtual [1550] virtual,server [1550] server,#bigdata Top Word Pairs in Tweet in G1:
[860] #bigdata,#analytics [726] #iot,#iiot [721] #analytics,#datascience [689] #ai,#machinelearning [648] #datascience,#ai [595] #machinelearning,#iot [340] #iiot,#pytorch [310] #iiot,#python [280] #python,#rstats [211] #pytorch,#python Top Word Pairs in Tweet in G2:
[2947] #bigdata,#analytics [2696] #analytics,#datascience [2625] #iot,#iiot [2604] #ai,#machinelearning [2465] #machinelearning,#iot [2411] #datascience,#ai [1424] data,science [1417] science,virtual [1417] virtual,server [1417] server,#bigdata Top Word Pairs in Tweet in G3:
[714] #bigdata,#analytics [670] #iot,#iiot [562] #analytics,#datascience [548] #ai,#machinelearning [527] #datascience,#ai [462] #machinelearning,#iot [225] #iiot,#python [202] #machinelearning,#datascience [200] #iiot,#pytorch [171] #python,#rstats Top Word Pairs in Tweet in G4:
[52] #bigdata,#analytics [42] #iot,#iiot [40] #ai,#machinelearning [40] #analytics,#datascience [38] #datascience,#ai [32] #machinelearning,#iot [24] #iiot,#python [20] #python,#rstats [14] #analytics,#ai [14] #machinelearning,#datascience Top Word Pairs in Tweet in G5:
[44] #bigdata,#analytics [37] #datasecurity,#datascientist [36] #python,#rstats [36] #analytics,#datascience [35] #machinelearning,#bigdata [34] #ai,#machinelearning [34] #iot,#iiot [34] #datascience,#ai [29] #machinelearning,#iot [25] #digitaltransformation,#machinelearning Top Word Pairs in Tweet in G6:
[224] #bigdata,#analytics [181] #analytics,#datascience [176] #iot,#iiot [167] #datascience,#ai [158] #ai,#machinelearning [149] #machinelearning,#iot [87] #iiot,#python [79] #iiot,#pytorch [71] #python,#rstats [47] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[44] #art,#aiart [44] #aiart,#machinelearning [44] #machinelearning,#deeplearning [36] #deeplearning,#mlsogood [31] #bigdata,#analytics [28] #datascience,#iiot [28] #datascience,#ai [27] #artificialintelligence,#datascience [27] #iot,#iiot [27] #analytics,#datascience Top Word Pairs in Tweet in G8:
[6] #machinelearning,system [6] system,gives [6] gives,#robots [6] #robots,social [6] social,skills [6] skills,#ai [6] #ai,#robotics [6] #robotics,#datascience [6] #datascience,#automation [5] #ai,#machinelearning Top Word Pairs in Tweet in G9:
[51] #analytics,#datascience [51] #datascience,#ai [51] #ai,#machinelearning [48] #machinelearning,#iiot [48] #iiot,#tensorflow [43] #eth,#analytics [42] #btc,#ethereum [42] #ethereum,#eth [39] #tensorflow,#superalgos [33] blazedrts,#opensource Top Word Pairs in Tweet in G10:
[8] introducing,products [8] products,embedded_world [8] embedded_world,interested [8] interested,blogging [8] blogging,know [8] know,submit [8] submit,content [7] embedded_comp,introducing [7] content,alway Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: