The graph represents a network of 1,175 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, 20 May 2022 at 11:21 UTC.
The requested start date was Friday, 20 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 2-day, 16-hour, 1-minute period from Tuesday, 17 May 2022 at 07:58 UTC to Friday, 20 May 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 : 1175
Unique Edges : 1046
Edges With Duplicates : 15298
Total Edges : 16344
Number of Edge Types : 5
Retweet : 6918
MentionsInRetweet : 8390
Mentions : 381
Replies to : 22
Tweet : 633
Self-Loops : 685
Reciprocated Vertex Pair Ratio : 0.00495750708215297
Reciprocated Edge Ratio : 0.0098661028893587
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1172
Maximum Edges in a Connected Component : 16342
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.298835
Graph Density : 0.0030860125412302
Modularity : 0.156922
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,175 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, 20 May 2022 at 11:21 UTC.
The requested start date was Friday, 20 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 2-day, 16-hour, 1-minute period from Tuesday, 17 May 2022 at 07:58 UTC to Friday, 20 May 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:
[4701] #bigdata,#analytics [3912] #analytics,#datascience [3906] #iot,#iiot [3545] #datascience,#ai [3380] #ai,#machinelearning [2769] #machinelearning,#iot [1889] #python,#rstats [1634] #iiot,#pytorch [1423] #pytorch,#python [1161] #iiot,#python Top Word Pairs in Tweet in G1:
[2310] #bigdata,#analytics [1943] #analytics,#datascience [1834] #iot,#iiot [1701] #ai,#machinelearning [1623] #datascience,#ai [1402] #machinelearning,#iot [1119] #python,#rstats [741] #iiot,#pytorch [715] #machinelearning,#ai [701] #ai,#python Top Word Pairs in Tweet in G2:
[1186] #bigdata,#analytics [1006] #iot,#iiot [855] #analytics,#datascience [829] #datascience,#ai [693] #ai,#machinelearning [578] #machinelearning,#iot [463] #iiot,#pytorch [384] #pytorch,#python [300] #analytics,#ai [283] #ai,#iot Top Word Pairs in Tweet in G3:
[410] #bigdata,#analytics [407] #analytics,#datascience [405] #datascience,#ai [390] #iot,#iiot [355] #ai,#machinelearning [305] #machinelearning,#iot [180] #python,#rstats [174] #iiot,#python [113] #iiot,#pytorch [96] #pytorch,#python Top Word Pairs in Tweet in G4:
[192] #bigdata,#analytics [189] #iot,#iiot [155] #datascience,#ai [140] #analytics,#datascience [121] #ai,#machinelearning [96] #machinelearning,#iot [85] #iiot,#pytorch [80] #pytorch,#python [70] #ai,#iot [53] #analytics,#ai Top Word Pairs in Tweet in G5:
[290] #bigdata,#analytics [265] #analytics,#datascience [255] #datascience,#ai [236] #ai,#machinelearning [221] #iot,#iiot [175] #machinelearning,#iot [139] #python,#rstats [123] #iiot,#pytorch [108] #pytorch,#python [79] #iiot,#python Top Word Pairs in Tweet in G6:
[192] #bigdata,#analytics [174] #analytics,#datascience [156] #ai,#machinelearning [153] #iot,#iiot [150] #datascience,#ai [128] #machinelearning,#iot [80] #iiot,#pytorch [71] #art,#aiart [70] #aiart,#machinelearning [70] #python,#rstats Top Word Pairs in Tweet in G7:
[85] #datasecurity,#datascientist [82] #ai,#datasecurity [81] #datascientist,#dataanalytics [81] #rstats,#reactjs [81] #reactjs,#iiot [54] #dataanalytics,#pythonprogramming [54] #pythonprogramming,#rstats [36] #iiot,#machinelearning [35] #python,#rstats [32] cheat,sheet Top Word Pairs in Tweet in G8:
[80] #bigdata,#analytics [75] #iot,#iiot [73] #analytics,#datascience [73] #datascience,#ai [70] #ai,#machinelearning [65] #machinelearning,#iot [51] free,book [51] book,available [51] available,#bigdata [49] #iiot,#pytho Top Word Pairs in Tweet in G9:
[13] #bigdata,#analytics [12] #iot,#iiot [11] #analytics,#datascience [11] #datascience,#ai [10] #iot,software [10] software,hardware [10] hardware,connectivity [10] connectivity,technologies [10] technologies,antgrasso [10] antgrasso,source Top Word Pairs in Tweet in G10:
[19] #btc,#ethereum [19] #ethereum,#eth [19] #eth,#bitcoin [19] #bitcoin,#analytics [19] #analytics,#datascience [19] #datascience,#ai [19] #ai,#machinelearning [19] #machinelearning,#iiot [19] #iiot,#tensorflow [19] #tensorflow,#superalgos Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: