The graph represents a network of 2,769 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, 19 May 2019 at 05:49 UTC.
The requested start date was Sunday, 19 May 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, 3-hour, 7-minute period from Wednesday, 15 May 2019 at 06:58 UTC to Saturday, 18 May 2019 at 10:06 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 : 2769
Unique Edges : 3653
Edges With Duplicates : 2600
Total Edges : 6253
Number of Edge Types : 3
Tweet : 1834
Mentions : 4236
Replies to : 183
Self-Loops : 1834
Reciprocated Vertex Pair Ratio : 0.0156665681347916
Reciprocated Edge Ratio : 0.0308498253783469
Connected Components : 638
Single-Vertex Connected Components : 465
Maximum Vertices in a Connected Component : 1827
Maximum Edges in a Connected Component : 4955
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.034987
Graph Density : 0.000448295225629753
Modularity : 0.496734
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[842] #bigdata,#analytics [618] machine,learning [616] #analytics,#datascience [489] #deeplearning,#tensorflow [367] #datascience,#ai [353] deep,learning [334] #iot,#iiot [282] #datascience,#machinelearning [251] tensorflow,model [251] model,optimization Top Word Pairs in Tweet in G1:
[187] score,0 [173] cat,score [123] cat,recognition [123] recognition,classify_image [123] classify_image,py [123] py,tensorflow [123] tensorflow,0 [123] 0,11 [123] 11,0 [96] tabby,tabby Top Word Pairs in Tweet in G2:
[113] now,available [89] production,ml [77] model,optimization [77] optimization,toolkit [76] weight,pruning [76] talk,#io19 [75] tensorflow,model [75] interested,production [75] ml,missed [75] missed,tfx Top Word Pairs in Tweet in G3:
[810] #bigdata,#analytics [588] #analytics,#datascience [412] #deeplearning,#tensorflow [352] #datascience,#ai [324] machine,learning [321] #iot,#iiot [267] #datascience,#machinelearning [235] #ai,#iot [234] #ai,#machinelearning [193] #machinelearning,#ai Top Word Pairs in Tweet in G4:
[82] mixmatch,https [82] https,t [82] t,co [82] co,kfmnrj4jbn [82] kfmnrj4jbn,code [82] code,released [82] released,python3 [82] python3,tensorflow [82] tensorflow,1 [82] 1,1x Top Word Pairs in Tweet in G5:
[108] weight,pruning [95] now,easily [95] easily,apply [95] apply,weight [95] pruning,tf [95] tf,keras [95] keras,models [95] models,obtain [95] obtain,smaller [95] smaller,models Top Word Pairs in Tweet in G6:
[54] tensorflow,model [53] model,optimization [52] optimization,toolkit [48] tensorflow,keras [48] keras,で使えるpruning [48] で使えるpruning,枝刈り [48] 枝刈り,機能 [48] 機能,モデル圧縮が簡単にできる [48] モデル圧縮が簡単にできる,tensorflow [48] tensorflow,liteでもゆくゆくは実装する予定だそう Top Word Pairs in Tweet in G7:
[37] distill,nothing [37] nothing,beats [37] beats,sheer [37] sheer,pleasure [37] pleasure,smaller [37] smaller,model [37] model,nearly [37] nearly,accurate [37] accurate,larger [37] larger,model Top Word Pairs in Tweet in G8:
[33] using,#ai [18] #ai,hummingbird's [18] hummingbird's,flight [18] flight,techniques [18] techniques,develop [18] develop,self [18] self,teaching [18] teaching,#robot [18] #robot,fly [18] fly,welcomeai Top Word Pairs in Tweet in G9:
[12] machine,learning [7] model,service [7] service,prescience [7] prescience,machine [7] learning,ovh [7] ovh,using [7] using,openstack [7] openstack,kubernetesio [7] kubernetesio,nvidia [7] nvidia,gpu Top Word Pairs in Tweet in G10:
[29] trained,tensorflow [29] tensorflow,backed [29] backed,machine [29] machine,learning [29] learning,system [29] system,called [29] called,phisherman [29] phisherman,catch [29] catch,phish [29] phish,email Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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