Summary method for the explore function
# S3 method for explore
summary(object, dec = 3, ...)Return value from explore
Number of decimals to show
further arguments passed to or from other methods
See https://radiant-rstats.github.io/docs/data/explore.html for an example in Radiant
explore to generate summaries
result <- explore(diamonds, "price:x")
summary(result)
#> Explore
#> Data : diamonds
#> Functions : mean, sd
#> Top : Function
#>
#> variable mean sd
#> price 3,907.186 3,956.915
#> carat 0.794 0.474
#> clarity 0.013 0.115
#> cut 0.034 0.180
#> color 0.127 0.333
#> depth 61.753 1.446
#> table 57.465 2.241
#> x 5.722 1.124
result <- explore(diamonds, "price", byvar = "cut", fun = c("n_obs", "skew"))
summary(result)
#> Explore
#> Data : diamonds
#> Grouped by : cut
#> Functions : n_obs, skew
#> Top : Function
#>
#> cut variable n_obs skew
#> Fair price 101 1.574
#> Good price 275 1.489
#> Very Good price 677 1.601
#> Premium price 771 1.413
#> Ideal price 1,176 1.799
explore(diamonds, "price:x", byvar = "color") %>% summary()
#> Explore
#> Data : diamonds
#> Grouped by : color
#> Functions : mean, sd
#> Top : Function
#>
#> color variable mean sd
#> D price 3,217.003 3,278.276
#> D carat 0.665 0.365
#> D clarity 0.010 0.102
#> D cut 0.039 0.194
#> D depth 61.705 1.452
#> D table 57.438 2.269
#> D x 5.437 0.943
#> E price 3,284.596 3,610.872
#> E carat 0.679 0.391
#> E clarity 0.009 0.095
#> E cut 0.025 0.157
#> E depth 61.768 1.391
#> E table 57.548 2.262
#> E x 5.455 0.999
#> F price 3,654.492 3,779.511
#> F carat 0.728 0.405
#> F clarity 0.019 0.138
#> F cut 0.030 0.171
#> F depth 61.686 1.396
#> F table 57.428 2.275
#> F x 5.590 1.016
#> G price 3,970.573 4,002.082
#> G carat 0.774 0.451
#> G clarity 0.008 0.091
#> G cut 0.027 0.162
#> G depth 61.669 1.404
#> G table 57.341 2.133
#> G x 5.686 1.094
#> H price 4,250.302 4,063.648
#> H carat 0.880 0.503
#> H clarity 0.018 0.132
#> H cut 0.046 0.210
#> H depth 61.841 1.463
#> H table 57.464 2.208
#> H x 5.914 1.186
#> I price 4,869.190 4,570.572
#> I carat 1.001 0.573
#> I clarity 0.018 0.132
#> I cut 0.039 0.193
#> I depth 61.938 1.620
#> I table 57.446 2.160
#> I x 6.163 1.251
#> J price 5,642.012 4,574.576
#> J carat 1.193 0.602
#> J clarity 0.012 0.110
#> J cut 0.043 0.203
#> J depth 61.779 1.549
#> J table 57.863 2.563
#> J x 6.578 1.237