The graph represents a network of 2,516 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 Sunday, 21 July 2019 at 05:49 UTC.
The requested start date was Sunday, 21 July 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 18-hour, 42-minute period from Wednesday, 17 July 2019 at 05:18 UTC to Sunday, 21 July 2019 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 : 2516
Unique Edges : 3456
Edges With Duplicates : 3245
Total Edges : 6701
Number of Edge Types : 3
Mentions : 4635
Tweet : 1870
Replies to : 196
Self-Loops : 1870
Reciprocated Vertex Pair Ratio : 0.0157910719708473
Reciprocated Edge Ratio : 0.0310911808669656
Connected Components : 544
Single-Vertex Connected Components : 393
Maximum Vertices in a Connected Component : 1709
Maximum Edges in a Connected Component : 5629
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.167924
Graph Density : 0.000528624753861568
Modularity : 0.444236
NodeXL Version : 1.0.1.417
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[926] #bigdata,#analytics [846] #analytics,#datascience [781] #datascience,#ai [766] machine,learning [594] #ai,#tensorflow [580] #ai,#machinelearning [530] #iot,#iiot [411] #machinelearning,#iot [367] deep,learning [363] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[252] score,0 [243] cat,score [162] 0,11 [160] cat,recognition [160] recognition,classify_image [160] classify_image,py [160] py,tensorflow [160] tensorflow,0 [160] 11,0 [124] tabby,tabby Top Word Pairs in Tweet in G2:
[874] #bigdata,#analytics [801] #analytics,#datascience [732] #datascience,#ai [527] #ai,#machinelearning [500] #iot,#iiot [384] #machinelearning,#iot [341] #iiot,#pytorch [294] #pytorch,#python [191] machine,learning [191] data,science Top Word Pairs in Tweet in G3:
[124] tensorflow,lite [64] machine,learning [35] tfx,pipelines [35] pipelines,work [35] work,#codingtensorflow [35] #codingtensorflow,episode [35] episode,robert_crowe [35] robert_crowe,shows [35] shows,machine [34] tensorflow,tfx Top Word Pairs in Tweet in G4:
[112] mnist,using [72] 45,accuracy [56] know,classify [56] classify,mnist [56] using,gzip [56] gzip,45 [56] accuracy,binarized [56] binarized,mnist [56] using,class [56] class,wise Top Word Pairs in Tweet in G5:
[194] #ai,#tensorflow [133] machine,learning [72] 2,0 [62] deep,learning [42] tensorflow,2 [35] neural,networks [29] tensorflow,#ai [29] open,source [28] proud,announce [28] announce,open Top Word Pairs in Tweet in G6:
[331] #ai,#tensorflow [147] machine,learning [63] deep,learning [48] tensorflow,#ai [48] data,science [30] python,#ai [28] tensorflow,js [27] neural,networks [24] know,tensorflow [24] learning,tensorflow Top Word Pairs in Tweet in G7:
[82] tensorflow,js [68] js,team [68] team,hosting [68] hosting,online [68] online,webinar [68] webinar,using [68] using,tf [68] tf,js [68] js,node [68] node,js Top Word Pairs in Tweet in G8:
[52] #keras,#tensorflow [51] tunguz,#keras [11] shapes,difficult [11] difficult,probabilistic [11] probabilistic,programming [11] programming,ericmjl [11] ericmjl,wrote [11] wrote,great [11] great,explainer [11] explainer,tensorflow Top Word Pairs in Tweet in G9:
[37] data,science [37] report,2019 [37] way,up [37] up,tensorflow [37] tensorflow,growing [37] growing,rapidly [36] science,jobs [36] jobs,report [34] 2019,python [34] python,way Top Word Pairs in Tweet in G10:
[15] #bigdata,#datascience [14] #deeplearning,basics [14] basics,introduction [14] introduction,overview [14] overview,#tensorflow [14] #tensorflow,#bigdata [13] kirkdborne,#deeplearning [13] #datascience,#machin [6] machine,learning [5] 2019,#datascience Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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