The graph represents a network of 1,335 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, 22 April 2022 at 11:06 UTC.
The requested start date was Friday, 22 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, 12-hour, 54-minute period from Monday, 18 April 2022 at 11:06 UTC to Friday, 22 April 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 : 1335
Unique Edges : 993
Edges With Duplicates : 15125
Total Edges : 16118
Number of Edge Types : 5
Retweet : 6971
MentionsInRetweet : 8117
Replies to : 18
Mentions : 434
Tweet : 578
Self-Loops : 683
Reciprocated Vertex Pair Ratio : 0.00642451198418582
Reciprocated Edge Ratio : 0.0127670022096735
Connected Components : 5
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 1325
Maximum Edges in a Connected Component : 16102
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.357409
Graph Density : 0.0022870587178321
Modularity : 0.146655
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,335 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, 22 April 2022 at 11:06 UTC.
The requested start date was Friday, 22 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, 12-hour, 54-minute period from Monday, 18 April 2022 at 11:06 UTC to Friday, 22 April 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 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:
[3715] #bigdata,#analytics [3590] #iot,#iiot [3064] #analytics,#datascience [2752] #datascience,#ai [2541] #ai,#machinelearning [2312] #machinelearning,#iot [1950] #python,#rstats [1174] #iiot,#pytorch [1022] #pytorch,#python [836] #iiot,#python Top Word Pairs in Tweet in G1:
[2090] #bigdata,#analytics [1850] #iot,#iiot [1733] #analytics,#datascience [1458] #datascience,#ai [1366] #ai,#machinelearning [1228] #machinelearning,#iot [1008] #python,#rstats [616] #iiot,#pytorch [544] #pytorch,#python [489] #iiot,#python Top Word Pairs in Tweet in G2:
[229] #iot,#iiot [185] #bigdata,#analytics [151] #ai,#machinelearning [150] #datascience,#ai [147] #analytics,#datascience [140] #art,#aiart [132] #aiart,#machinelearning [125] #machinelearning,#deeplearning [124] #deeplearning,#mlsogood [115] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[292] #bigdata,#analytics [256] #iot,#iiot [178] #analytics,#datascience [152] #datascience,#ai [136] #ai,#machinelearning [136] #machinelearning,#iot [119] #datascience,#iot [94] #cloud,#bigdata [94] #bigdata,#tech [94] #iiot,#iot Top Word Pairs in Tweet in G4:
[487] #bigdata,#analytics [461] #analytics,#datascience [457] #iot,#iiot [453] #datascience,#ai [387] #ai,#machinelearning [378] #machinelearning,#iot [285] #python,#rstats [231] #iiot,#pytorch [221] #pytorch,#python [126] #iiot,#python Top Word Pairs in Tweet in G5:
[227] #iot,#iiot [225] #bigdata,#analytics [225] #datascience,#ai [216] #analytics,#datascience [209] #ai,#machinelearning [205] #machinelearning,#iot [140] free,book [140] book,available [140] available,#bigdata [131] #iiot,#pytho Top Word Pairs in Tweet in G6:
[284] #iot,#iiot [270] #bigdata,#analytics [182] #analytics,#datascience [177] #datascience,#ai [159] #ai,#machinelearning [146] #machinelearning,#iot [119] #python,#rstats [96] #analytics,#ai [87] #python,#bigdata [82] #iiot,#azure Top Word Pairs in Tweet in G7:
[135] #python,#rstats [129] #rstats,#reactjs [126] #ai,#datasecurity [126] #datasecurity,#datascientist [126] #datascientist,#dataanalytics [123] #reactjs,#iiot [117] #dataanalytics,#python [90] yuhelenyu,top [60] top,sites [60] sites,learn Top Word Pairs in Tweet in G8:
[143] #iot,#iiot [125] #machinelearning,#ai [125] #python,#rstats [100] #rstats,#reactjs [90] #ai,#python [90] #bigdata,#analytics [88] #reactjs,#iot [86] #analytics,#datascience [75] #datascience,#ai [66] #ai,#machinelearning Top Word Pairs in Tweet in G9:
[96] #iot,#iiot [84] #reactjs,#iot [67] #ai,#python [60] #analytics,#machinelearning [60] #machinelearning,#ai [52] #iiot,#ml [49] #rstats,#reactjs [45] #python,#rstats [42] #python,#reactjs [36] #ml,#serverless Top Word Pairs in Tweet in G10:
[6] #iot,#iiot [4] #ai,#iot [4] 30th,april [4] #bigdata,#analytics [3] #python,#bigdata [3] #iiot,#azure [3] #des2022,30th [3] april,register [3] register,co [3] co,yf6c5wtsia Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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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 G7:
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Top Tweeters in G9:
Top Tweeters in G10: