The graph represents a network of 1,443 Twitter users whose tweets in the requested range contained "tensorflow", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 28 April 2021 at 10:51 UTC.
The requested start date was Wednesday, 28 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 11-hour, 40-minute period from Sunday, 25 April 2021 at 12:16 UTC to Tuesday, 27 April 2021 at 23:56 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 : 1443
Unique Edges : 781
Edges With Duplicates : 14031
Total Edges : 14812
Number of Edge Types : 5
Retweet : 6537
MentionsInRetweet : 7010
Tweet : 949
Replies to : 69
Mentions : 247
Self-Loops : 999
Reciprocated Vertex Pair Ratio : 0.00711490572749911
Reciprocated Edge Ratio : 0.0141292829388909
Connected Components : 227
Single-Vertex Connected Components : 141
Maximum Vertices in a Connected Component : 1063
Maximum Edges in a Connected Component : 14290
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.756792
Graph Density : 0.00136053048674408
Modularity : 0.146635
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,443 Twitter users whose tweets in the requested range contained "tensorflow", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 28 April 2021 at 10:51 UTC.
The requested start date was Wednesday, 28 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 11-hour, 40-minute period from Sunday, 25 April 2021 at 12:16 UTC to Tuesday, 27 April 2021 at 23:56 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 : tensorflow
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:
[4075] #bigdata,#analytics [3214] #iot,#iiot [2873] #analytics,#datascience [1892] #datascience,#ai [1671] #iiot,#pytorch [1556] #ai,#machinelearning [1460] #datascience,#iot [1456] #python,#rstats [1367] #machinelearning,#iot [923] #pytorch,#python Top Word Pairs in Tweet in G1:
[2900] #bigdata,#analytics [2319] #iot,#iiot [1950] #analytics,#datascience [1269] #datascience,#ai [1238] #iiot,#pytorch [1123] #datascience,#iot [1040] #ai,#machinelearning [1001] #python,#rstats [928] #machinelearning,#iot [704] #analytics,#ai Top Word Pairs in Tweet in G2:
[568] #bigdata,#analytics [525] #analytics,#datascience [500] #iot,#iiot [358] #datascience,#ai [304] #ai,#machinelearning [272] #machinelearning,#iot [265] #python,#rstats [238] #iiot,#pytorch [173] #iiot,#python [172] #pytorch,#python Top Word Pairs in Tweet in G3:
[309] #bigdata,#analytics [232] #iot,#iiot [212] machine,learning [212] #analytics,#datascience [146] deep,learning [131] #datascience,#iot [130] #datascience,#ai [129] #ai,#machinelearning [128] #iiot,#pytorch [104] #machinelearning,#iot Top Word Pairs in Tweet in G4:
[7] tensor,flow [7] tensorflow,keras [7] deep,learning [7] free,books [6] tensorflow,js [6] lstm,layers [5] machine,learning [5] implementation,differences [5] differences,lstm [5] layers,tensorflow Top Word Pairs in Tweet in G5:
[48] cameras,circuitpython [48] circuitpython,running [48] running,samd51 [48] samd51,rp2040 [48] rp2040,great [48] great,image [48] image,recognition [48] recognition,tinyml [47] adafruit,cameras [46] tinyml,diy Top Word Pairs in Tweet in G6:
[65] #rstats,#ai [55] #bigdata,#analytics [49] catherineadenle,infographic [43] #ai,#reactjs [40] #analytics,#bigdata [39] #bigdata,#rstats [38] big,data [38] #reactjs,#python [37] #iot,#iiot [33] machine,learning Top Word Pairs in Tweet in G7:
[188] #bigdata,#analytics [180] #machinelearning,#bigdata [106] #analytics,#datascience [81] #iot,#iiot [80] #datascience,#ai [61] #python,#rstats [53] #ai,#iot [52] #iiot,#python [51] #rstats,#tensorflow [43] #tensorflow,#java Top Word Pairs in Tweet in G8:
[39] eigengan,layer [39] layer,wise [39] wise,eigen [39] eigen,learning [39] learning,gans [39] gans,pdf [39] pdf,abs [39] abs,github [38] ak92501,eigengan [4] tensorflow,v2 Top Word Pairs in Tweet in G9:
[42] machine,learning [38] learning,using [37] #bigdata,#analytics [36] #analytics,#datascience [28] #ai,#machinelearning [28] #iot,#iiot [26] #datascience,#ai [21] using,#tensorflow [19] #tensorflow,cookbook [19] cookbook,over Top Word Pairs in Tweet in G10:
[18] tensorflow,tune [18] tune,musical [18] musical,instrument [18] instrument,ml5js [18] ml5js,crepe [18] crepe,michelle [18] michelle,sun [18] sun,joins [18] joins,#madewithtfjs [18] #madewithtfjs,tune Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: