The graph represents a network of 3,224 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, 20 January 2019 at 06:57 UTC.
The requested start date was Sunday, 20 January 2019 at 01:01 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 4-day, 10-hour, 10-minute period from Monday, 14 January 2019 at 22:12 UTC to Saturday, 19 January 2019 at 08:22 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 : 3224
Unique Edges : 4255
Edges With Duplicates : 2482
Total Edges : 6737
Number of Edge Types : 3
Mentions : 4908
Tweet : 1572
Replies to : 257
Self-Loops : 1572
Reciprocated Vertex Pair Ratio : 0.013801756587202
Reciprocated Edge Ratio : 0.0272277227722772
Connected Components : 631
Single-Vertex Connected Components : 480
Maximum Vertices in a Connected Component : 2320
Maximum Edges in a Connected Component : 5679
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.059459
Graph Density : 0.000388799794282564
Modularity : 0.528063
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[801] 2,0 [736] tensorflow,2 [732] bigdata,analytics [524] datascience,ai [509] deep,learning [466] machinelearning,datascience [460] machine,learning [458] analytics,machinelearning [443] iot,iiot [420] compute,shaders Top Word Pairs in Tweet in G1:
[368] compute,shaders [358] 2,0 [314] tensorflow,2 [218] take,sneak [218] sneak,peek [218] peek,tensorflow [218] 0,s [218] s,new [218] new,features [218] features,learn Top Word Pairs in Tweet in G2:
[112] 2,0 [109] tensorflow,2 [52] machine,learning [49] coming,tensorflow [46] s,coming [34] deep,learning [24] 0,tensorflow [22] tensorflow,js [22] t,co [19] using,tensorflow Top Word Pairs in Tweet in G3:
[721] bigdata,analytics [516] datascience,ai [455] machinelearning,datascience [453] analytics,machinelearning [434] iot,iiot [329] ai,iot [275] iiot,python [250] machine,learning [206] python,rstats [170] rstats,tensorflow Top Word Pairs in Tweet in G4:
[126] tensorflow,js [54] js,paper [54] paper,accepted [54] accepted,sysml [54] sysml,now [54] now,arxiv [53] nsthorat,tensorflow [51] 2,0 [40] tensorflow,2 [26] compute,shaders Top Word Pairs in Tweet in G5:
[58] streets,angeles [58] angeles,peppered [58] peppered,potholes [58] potholes,help [58] help,identify [58] identify,track [58] track,three [58] three,loyolamarymount [58] loyolamarymount,students [57] google,streets Top Word Pairs in Tweet in G6:
[93] tensorflow,liteがgpu対応を発表 [93] liteがgpu対応を発表,android上ではopengl [93] android上ではopengl,ios上ではmetalで稼働する [93] ios上ではmetalで稼働する,もちろん [93] もちろん,gpuがなかった場合は普通にcpuを使い動作する [92] icoxfog417,tensorflow [92] gpuがなかった場合は普通にcpuを使い動作する,現在は顔の特徴点を認識するビルド済みのモデルが提供されるのみ [19] tensorflow,2 [19] 2,0 [16] 0,の紹介 Top Word Pairs in Tweet in G7:
[43] skyetetra,heatherklus [36] wow,skyetetra [36] heatherklus,open [36] open,sourced [36] sourced,setup [36] setup,production [36] production,ready [36] ready,tensorflow [36] tensorflow,api [36] api,powered Top Word Pairs in Tweet in G8:
[43] tensorflow,js [29] js,mcbeniwal [26] tensorflow,ibmresearch [26] ibmresearch,quantumiqc [23] techreview,youtube [21] quantumiqc,techreview [19] liked,youtube [19] youtube,video [16] mcbeniwal,cc [16] cc,csharpcorner Top Word Pairs in Tweet in G9:
[27] deep,learning [22] machine,learning [22] tensorflow,prrogramming [14] python,tensorflow [12] deeplearning,tensorflow [11] learning,python [11] accelerate,tensorflow [11] tensorflow,ml [11] ml,workloads [11] workloads,using Top Word Pairs in Tweet in G10:
[14] performance,comparison [14] comparison,between [14] between,pure [14] pure,python [14] python,numpy [14] numpy,tensorflow [14] tensorflow,using [14] using,simple [14] simple,linear [14] linear,regression 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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