The graph represents a network of 2,495 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, 25 August 2019 at 05:52 UTC.
The requested start date was Sunday, 25 August 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, 7-hour, 58-minute period from Wednesday, 21 August 2019 at 16:01 UTC to Sunday, 25 August 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 : 2495
Unique Edges : 3725
Edges With Duplicates : 3123
Total Edges : 6848
Number of Edge Types : 3
Mentions : 5058
Tweet : 1619
Replies to : 171
Self-Loops : 1619
Reciprocated Vertex Pair Ratio : 0.0147621651175506
Reciprocated Edge Ratio : 0.0290948275862069
Connected Components : 449
Single-Vertex Connected Components : 326
Maximum Vertices in a Connected Component : 1825
Maximum Edges in a Connected Component : 5984
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.833248
Graph Density : 0.000596541921051405
Modularity : 0.453057
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1052] #bigdata,#analytics [907] #datascience,#ai [895] #analytics,#datascience [804] machine,learning [728] #ai,#machinelearning [651] #iot,#iiot [637] #machinelearning,#iot [562] deep,learning [453] #iiot,#pytorch [442] tensorflow,2 Top Word Pairs in Tweet in G1:
[119] 2,0 [118] tensorflow,2 [79] machine,learning [71] tensorflow,open [71] swift,tensorflow [69] tomorrow,fri [69] fri,23rd [69] 23rd,morning [69] morning,9a [69] 9a,pacific Top Word Pairs in Tweet in G2:
[338] deep,learning [264] machine,learning [203] #tensorflow,#ai [160] #ai,#deeplearning [119] #deeplearning,#machinelearning [102] #bigdata,#analytics [89] using,tensorflow [85] learning,python [81] #datascience,#ai [77] #ai,#tensorflow Top Word Pairs in Tweet in G3:
[152] score,0 [146] cat,score [92] cat,recognition [92] recognition,classify_image [92] classify_image,py [92] py,tensorflow [92] tensorflow,0 [92] 0,11 [92] 11,0 [79] deep,learning Top Word Pairs in Tweet in G4:
[167] tensorflow,2 [167] 2,0 [91] 0,release [91] release,candidate [88] fchollet,tensorflow [88] candidate,landed [75] pip,install [75] install,tensorflow [75] 0,0rc0 [74] fchollet,pip Top Word Pairs in Tweet in G5:
[895] #bigdata,#analytics [817] #datascience,#ai [812] #analytics,#datascience [655] #ai,#machinelearning [589] #iot,#iiot [581] #machinelearning,#iot [408] #iiot,#pytorch [272] #pytorch,#python [119] machine,learning [79] wil_bielert,neptanum Top Word Pairs in Tweet in G6:
[63] inside,tensorflow [63] tensorflow,このtensorflowの内部実装を中の人達が平易に解説してくれるシリーズはとても良いです [63] このtensorflowの内部実装を中の人達が平易に解説してくれるシリーズはとても良いです,たぶんgoogleの社内講習会のものを公にしてくれているのですね [62] yutakashino,inside [62] たぶんgoogleの社内講習会のものを公にしてくれているのですね,感 [34] tensorflow,2 [24] 2,0のrc0がとうとう登場 [24] 0のrc0がとうとう登場,これまで明らかだった通り [24] これまで明らかだった通り,keras [24] keras,eagerがモデル構築の中心になる Top Word Pairs in Tweet in G7:
[39] tensorflow,lite [34] running,tensorflow [33] hacksterio,running [31] tensorflow,nordic [31] nordic,nrf52840 [23] nrf52840,hacksterio [23] lite,micro [23] micro,controllers [22] aallan,tensorflow [22] controllers,adafruit Top Word Pairs in Tweet in G8:
[116] machine,learning [56] take,free [56] free,online [56] online,tensorflow [56] tensorflow,courses [56] courses,build [56] build,skills [56] skills,machine [56] learning,explore [56] explore,machine Top Word Pairs in Tweet in G9:
[58] machine,learning [47] automated,machine [47] learning,automl [47] automl,explained [47] explained,#ai [47] #ai,#ml [47] #ml,#machinelearning [47] #machinelearning,#womenintech [47] #womenintech,#dl [47] #dl,#tensorflow Top Word Pairs in Tweet in G10:
[11] one,coolest [11] coolest,aspects [11] aspects,spiral [11] spiral,use [11] use,computer [11] computer,programs [11] programs,opposed [11] opposed,games [11] games,environments [11] environments,rl 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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