read_json: Read/write JSON
In jsonlite: A Simple and Robust JSON Parser and Generator for R

Description Usage Arguments See Also Examples

These functions are similar to toJSON and fromJSON except they explicitly distinguish between path and literal input, and do not simplify by default.

read_json(path, simplifyVector = FALSE, ...)

parse_json(json, simplifyVector = FALSE, ...)

write_json(x, path, ...)

`path`	file on disk
`simplifyVector`	simplifies nested lists into vectors and data frames. See fromJSON.
`...`	additional conversion arguments, see also toJSON or fromJSON
`json`	string with literal json or connection object to read from
`x`	an object to be serialized to JSON

fromJSON, stream_in

tmp <- tempfile()
write_json(iris, tmp)

# Nested lists
read_json(tmp)

# A data frame
read_json(tmp, simplifyVector = TRUE)

[[1]]
[[1]]$Sepal.Length
[1] 5.1

[[1]]$Sepal.Width
[1] 3.5

[[1]]$Petal.Length
[1] 1.4

[[1]]$Petal.Width
[1] 0.2

[[1]]$Species
[1] "setosa"


[[2]]
[[2]]$Sepal.Length
[1] 4.9

[[2]]$Sepal.Width
[1] 3

[[2]]$Petal.Length
[1] 1.4

[[2]]$Petal.Width
[1] 0.2

[[2]]$Species
[1] "setosa"


[[3]]
[[3]]$Sepal.Length
[1] 4.7

[[3]]$Sepal.Width
[1] 3.2

[[3]]$Petal.Length
[1] 1.3

[[3]]$Petal.Width
[1] 0.2

[[3]]$Species
[1] "setosa"


[[4]]
[[4]]$Sepal.Length
[1] 4.6

[[4]]$Sepal.Width
[1] 3.1

[[4]]$Petal.Length
[1] 1.5

[[4]]$Petal.Width
[1] 0.2

[[4]]$Species
[1] "setosa"


[[5]]
[[5]]$Sepal.Length
[1] 5

[[5]]$Sepal.Width
[1] 3.6

[[5]]$Petal.Length
[1] 1.4

[[5]]$Petal.Width
[1] 0.2

[[5]]$Species
[1] "setosa"


[[6]]
[[6]]$Sepal.Length
[1] 5.4

[[6]]$Sepal.Width
[1] 3.9

[[6]]$Petal.Length
[1] 1.7

[[6]]$Petal.Width
[1] 0.4

[[6]]$Species
[1] "setosa"


[[7]]
[[7]]$Sepal.Length
[1] 4.6

[[7]]$Sepal.Width
[1] 3.4

[[7]]$Petal.Length
[1] 1.4

[[7]]$Petal.Width
[1] 0.3

[[7]]$Species
[1] "setosa"


[[8]]
[[8]]$Sepal.Length
[1] 5

[[8]]$Sepal.Width
[1] 3.4

[[8]]$Petal.Length
[1] 1.5

[[8]]$Petal.Width
[1] 0.2

[[8]]$Species
[1] "setosa"


[[9]]
[[9]]$Sepal.Length
[1] 4.4

[[9]]$Sepal.Width
[1] 2.9

[[9]]$Petal.Length
[1] 1.4

[[9]]$Petal.Width
[1] 0.2

[[9]]$Species
[1] "setosa"


[[10]]
[[10]]$Sepal.Length
[1] 4.9

[[10]]$Sepal.Width
[1] 3.1

[[10]]$Petal.Length
[1] 1.5

[[10]]$Petal.Width
[1] 0.1

[[10]]$Species
[1] "setosa"


[[11]]
[[11]]$Sepal.Length
[1] 5.4

[[11]]$Sepal.Width
[1] 3.7

[[11]]$Petal.Length
[1] 1.5

[[11]]$Petal.Width
[1] 0.2

[[11]]$Species
[1] "setosa"


[[12]]
[[12]]$Sepal.Length
[1] 4.8

[[12]]$Sepal.Width
[1] 3.4

[[12]]$Petal.Length
[1] 1.6

[[12]]$Petal.Width
[1] 0.2

[[12]]$Species
[1] "setosa"


[[13]]
[[13]]$Sepal.Length
[1] 4.8

[[13]]$Sepal.Width
[1] 3

[[13]]$Petal.Length
[1] 1.4

[[13]]$Petal.Width
[1] 0.1

[[13]]$Species
[1] "setosa"


[[14]]
[[14]]$Sepal.Length
[1] 4.3

[[14]]$Sepal.Width
[1] 3

[[14]]$Petal.Length
[1] 1.1

[[14]]$Petal.Width
[1] 0.1

[[14]]$Species
[1] "setosa"


[[15]]
[[15]]$Sepal.Length
[1] 5.8

[[15]]$Sepal.Width
[1] 4

[[15]]$Petal.Length
[1] 1.2

[[15]]$Petal.Width
[1] 0.2

[[15]]$Species
[1] "setosa"


[[16]]
[[16]]$Sepal.Length
[1] 5.7

[[16]]$Sepal.Width
[1] 4.4

[[16]]$Petal.Length
[1] 1.5

[[16]]$Petal.Width
[1] 0.4

[[16]]$Species
[1] "setosa"


[[17]]
[[17]]$Sepal.Length
[1] 5.4

[[17]]$Sepal.Width
[1] 3.9

[[17]]$Petal.Length
[1] 1.3

[[17]]$Petal.Width
[1] 0.4

[[17]]$Species
[1] "setosa"


[[18]]
[[18]]$Sepal.Length
[1] 5.1

[[18]]$Sepal.Width
[1] 3.5

[[18]]$Petal.Length
[1] 1.4

[[18]]$Petal.Width
[1] 0.3

[[18]]$Species
[1] "setosa"


[[19]]
[[19]]$Sepal.Length
[1] 5.7

[[19]]$Sepal.Width
[1] 3.8

[[19]]$Petal.Length
[1] 1.7

[[19]]$Petal.Width
[1] 0.3

[[19]]$Species
[1] "setosa"


[[20]]
[[20]]$Sepal.Length
[1] 5.1

[[20]]$Sepal.Width
[1] 3.8

[[20]]$Petal.Length
[1] 1.5

[[20]]$Petal.Width
[1] 0.3

[[20]]$Species
[1] "setosa"


[[21]]
[[21]]$Sepal.Length
[1] 5.4

[[21]]$Sepal.Width
[1] 3.4

[[21]]$Petal.Length
[1] 1.7

[[21]]$Petal.Width
[1] 0.2

[[21]]$Species
[1] "setosa"


[[22]]
[[22]]$Sepal.Length
[1] 5.1

[[22]]$Sepal.Width
[1] 3.7

[[22]]$Petal.Length
[1] 1.5

[[22]]$Petal.Width
[1] 0.4

[[22]]$Species
[1] "setosa"


[[23]]
[[23]]$Sepal.Length
[1] 4.6

[[23]]$Sepal.Width
[1] 3.6

[[23]]$Petal.Length
[1] 1

[[23]]$Petal.Width
[1] 0.2

[[23]]$Species
[1] "setosa"


[[24]]
[[24]]$Sepal.Length
[1] 5.1

[[24]]$Sepal.Width
[1] 3.3

[[24]]$Petal.Length
[1] 1.7

[[24]]$Petal.Width
[1] 0.5

[[24]]$Species
[1] "setosa"


[[25]]
[[25]]$Sepal.Length
[1] 4.8

[[25]]$Sepal.Width
[1] 3.4

[[25]]$Petal.Length
[1] 1.9

[[25]]$Petal.Width
[1] 0.2

[[25]]$Species
[1] "setosa"


[[26]]
[[26]]$Sepal.Length
[1] 5

[[26]]$Sepal.Width
[1] 3

[[26]]$Petal.Length
[1] 1.6

[[26]]$Petal.Width
[1] 0.2

[[26]]$Species
[1] "setosa"


[[27]]
[[27]]$Sepal.Length
[1] 5

[[27]]$Sepal.Width
[1] 3.4

[[27]]$Petal.Length
[1] 1.6

[[27]]$Petal.Width
[1] 0.4

[[27]]$Species
[1] "setosa"


[[28]]
[[28]]$Sepal.Length
[1] 5.2

[[28]]$Sepal.Width
[1] 3.5

[[28]]$Petal.Length
[1] 1.5

[[28]]$Petal.Width
[1] 0.2

[[28]]$Species
[1] "setosa"


[[29]]
[[29]]$Sepal.Length
[1] 5.2

[[29]]$Sepal.Width
[1] 3.4

[[29]]$Petal.Length
[1] 1.4

[[29]]$Petal.Width
[1] 0.2

[[29]]$Species
[1] "setosa"


[[30]]
[[30]]$Sepal.Length
[1] 4.7

[[30]]$Sepal.Width
[1] 3.2

[[30]]$Petal.Length
[1] 1.6

[[30]]$Petal.Width
[1] 0.2

[[30]]$Species
[1] "setosa"


[[31]]
[[31]]$Sepal.Length
[1] 4.8

[[31]]$Sepal.Width
[1] 3.1

[[31]]$Petal.Length
[1] 1.6

[[31]]$Petal.Width
[1] 0.2

[[31]]$Species
[1] "setosa"


[[32]]
[[32]]$Sepal.Length
[1] 5.4

[[32]]$Sepal.Width
[1] 3.4

[[32]]$Petal.Length
[1] 1.5

[[32]]$Petal.Width
[1] 0.4

[[32]]$Species
[1] "setosa"


[[33]]
[[33]]$Sepal.Length
[1] 5.2

[[33]]$Sepal.Width
[1] 4.1

[[33]]$Petal.Length
[1] 1.5

[[33]]$Petal.Width
[1] 0.1

[[33]]$Species
[1] "setosa"


[[34]]
[[34]]$Sepal.Length
[1] 5.5

[[34]]$Sepal.Width
[1] 4.2

[[34]]$Petal.Length
[1] 1.4

[[34]]$Petal.Width
[1] 0.2

[[34]]$Species
[1] "setosa"


[[35]]
[[35]]$Sepal.Length
[1] 4.9

[[35]]$Sepal.Width
[1] 3.1

[[35]]$Petal.Length
[1] 1.5

[[35]]$Petal.Width
[1] 0.2

[[35]]$Species
[1] "setosa"


[[36]]
[[36]]$Sepal.Length
[1] 5

[[36]]$Sepal.Width
[1] 3.2

[[36]]$Petal.Length
[1] 1.2

[[36]]$Petal.Width
[1] 0.2

[[36]]$Species
[1] "setosa"


[[37]]
[[37]]$Sepal.Length
[1] 5.5

[[37]]$Sepal.Width
[1] 3.5

[[37]]$Petal.Length
[1] 1.3

[[37]]$Petal.Width
[1] 0.2

[[37]]$Species
[1] "setosa"


[[38]]
[[38]]$Sepal.Length
[1] 4.9

[[38]]$Sepal.Width
[1] 3.6

[[38]]$Petal.Length
[1] 1.4

[[38]]$Petal.Width
[1] 0.1

[[38]]$Species
[1] "setosa"


[[39]]
[[39]]$Sepal.Length
[1] 4.4

[[39]]$Sepal.Width
[1] 3

[[39]]$Petal.Length
[1] 1.3

[[39]]$Petal.Width
[1] 0.2

[[39]]$Species
[1] "setosa"


[[40]]
[[40]]$Sepal.Length
[1] 5.1

[[40]]$Sepal.Width
[1] 3.4

[[40]]$Petal.Length
[1] 1.5

[[40]]$Petal.Width
[1] 0.2

[[40]]$Species
[1] "setosa"


[[41]]
[[41]]$Sepal.Length
[1] 5

[[41]]$Sepal.Width
[1] 3.5

[[41]]$Petal.Length
[1] 1.3

[[41]]$Petal.Width
[1] 0.3

[[41]]$Species
[1] "setosa"


[[42]]
[[42]]$Sepal.Length
[1] 4.5

[[42]]$Sepal.Width
[1] 2.3

[[42]]$Petal.Length
[1] 1.3

[[42]]$Petal.Width
[1] 0.3

[[42]]$Species
[1] "setosa"


[[43]]
[[43]]$Sepal.Length
[1] 4.4

[[43]]$Sepal.Width
[1] 3.2

[[43]]$Petal.Length
[1] 1.3

[[43]]$Petal.Width
[1] 0.2

[[43]]$Species
[1] "setosa"


[[44]]
[[44]]$Sepal.Length
[1] 5

[[44]]$Sepal.Width
[1] 3.5

[[44]]$Petal.Length
[1] 1.6

[[44]]$Petal.Width
[1] 0.6

[[44]]$Species
[1] "setosa"


[[45]]
[[45]]$Sepal.Length
[1] 5.1

[[45]]$Sepal.Width
[1] 3.8

[[45]]$Petal.Length
[1] 1.9

[[45]]$Petal.Width
[1] 0.4

[[45]]$Species
[1] "setosa"


[[46]]
[[46]]$Sepal.Length
[1] 4.8

[[46]]$Sepal.Width
[1] 3

[[46]]$Petal.Length
[1] 1.4

[[46]]$Petal.Width
[1] 0.3

[[46]]$Species
[1] "setosa"


[[47]]
[[47]]$Sepal.Length
[1] 5.1

[[47]]$Sepal.Width
[1] 3.8

[[47]]$Petal.Length
[1] 1.6

[[47]]$Petal.Width
[1] 0.2

[[47]]$Species
[1] "setosa"


[[48]]
[[48]]$Sepal.Length
[1] 4.6

[[48]]$Sepal.Width
[1] 3.2

[[48]]$Petal.Length
[1] 1.4

[[48]]$Petal.Width
[1] 0.2

[[48]]$Species
[1] "setosa"


[[49]]
[[49]]$Sepal.Length
[1] 5.3

[[49]]$Sepal.Width
[1] 3.7

[[49]]$Petal.Length
[1] 1.5

[[49]]$Petal.Width
[1] 0.2

[[49]]$Species
[1] "setosa"


[[50]]
[[50]]$Sepal.Length
[1] 5

[[50]]$Sepal.Width
[1] 3.3

[[50]]$Petal.Length
[1] 1.4

[[50]]$Petal.Width
[1] 0.2

[[50]]$Species
[1] "setosa"


[[51]]
[[51]]$Sepal.Length
[1] 7

[[51]]$Sepal.Width
[1] 3.2

[[51]]$Petal.Length
[1] 4.7

[[51]]$Petal.Width
[1] 1.4

[[51]]$Species
[1] "versicolor"


[[52]]
[[52]]$Sepal.Length
[1] 6.4

[[52]]$Sepal.Width
[1] 3.2

[[52]]$Petal.Length
[1] 4.5

[[52]]$Petal.Width
[1] 1.5

[[52]]$Species
[1] "versicolor"


[[53]]
[[53]]$Sepal.Length
[1] 6.9

[[53]]$Sepal.Width
[1] 3.1

[[53]]$Petal.Length
[1] 4.9

[[53]]$Petal.Width
[1] 1.5

[[53]]$Species
[1] "versicolor"


[[54]]
[[54]]$Sepal.Length
[1] 5.5

[[54]]$Sepal.Width
[1] 2.3

[[54]]$Petal.Length
[1] 4

[[54]]$Petal.Width
[1] 1.3

[[54]]$Species
[1] "versicolor"


[[55]]
[[55]]$Sepal.Length
[1] 6.5

[[55]]$Sepal.Width
[1] 2.8

[[55]]$Petal.Length
[1] 4.6

[[55]]$Petal.Width
[1] 1.5

[[55]]$Species
[1] "versicolor"


[[56]]
[[56]]$Sepal.Length
[1] 5.7

[[56]]$Sepal.Width
[1] 2.8

[[56]]$Petal.Length
[1] 4.5

[[56]]$Petal.Width
[1] 1.3

[[56]]$Species
[1] "versicolor"


[[57]]
[[57]]$Sepal.Length
[1] 6.3

[[57]]$Sepal.Width
[1] 3.3

[[57]]$Petal.Length
[1] 4.7

[[57]]$Petal.Width
[1] 1.6

[[57]]$Species
[1] "versicolor"


[[58]]
[[58]]$Sepal.Length
[1] 4.9

[[58]]$Sepal.Width
[1] 2.4

[[58]]$Petal.Length
[1] 3.3

[[58]]$Petal.Width
[1] 1

[[58]]$Species
[1] "versicolor"


[[59]]
[[59]]$Sepal.Length
[1] 6.6

[[59]]$Sepal.Width
[1] 2.9

[[59]]$Petal.Length
[1] 4.6

[[59]]$Petal.Width
[1] 1.3

[[59]]$Species
[1] "versicolor"


[[60]]
[[60]]$Sepal.Length
[1] 5.2

[[60]]$Sepal.Width
[1] 2.7

[[60]]$Petal.Length
[1] 3.9

[[60]]$Petal.Width
[1] 1.4

[[60]]$Species
[1] "versicolor"


[[61]]
[[61]]$Sepal.Length
[1] 5

[[61]]$Sepal.Width
[1] 2

[[61]]$Petal.Length
[1] 3.5

[[61]]$Petal.Width
[1] 1

[[61]]$Species
[1] "versicolor"


[[62]]
[[62]]$Sepal.Length
[1] 5.9

[[62]]$Sepal.Width
[1] 3

[[62]]$Petal.Length
[1] 4.2

[[62]]$Petal.Width
[1] 1.5

[[62]]$Species
[1] "versicolor"


[[63]]
[[63]]$Sepal.Length
[1] 6

[[63]]$Sepal.Width
[1] 2.2

[[63]]$Petal.Length
[1] 4

[[63]]$Petal.Width
[1] 1

[[63]]$Species
[1] "versicolor"


[[64]]
[[64]]$Sepal.Length
[1] 6.1

[[64]]$Sepal.Width
[1] 2.9

[[64]]$Petal.Length
[1] 4.7

[[64]]$Petal.Width
[1] 1.4

[[64]]$Species
[1] "versicolor"


[[65]]
[[65]]$Sepal.Length
[1] 5.6

[[65]]$Sepal.Width
[1] 2.9

[[65]]$Petal.Length
[1] 3.6

[[65]]$Petal.Width
[1] 1.3

[[65]]$Species
[1] "versicolor"


[[66]]
[[66]]$Sepal.Length
[1] 6.7

[[66]]$Sepal.Width
[1] 3.1

[[66]]$Petal.Length
[1] 4.4

[[66]]$Petal.Width
[1] 1.4

[[66]]$Species
[1] "versicolor"


[[67]]
[[67]]$Sepal.Length
[1] 5.6

[[67]]$Sepal.Width
[1] 3

[[67]]$Petal.Length
[1] 4.5

[[67]]$Petal.Width
[1] 1.5

[[67]]$Species
[1] "versicolor"


[[68]]
[[68]]$Sepal.Length
[1] 5.8

[[68]]$Sepal.Width
[1] 2.7

[[68]]$Petal.Length
[1] 4.1

[[68]]$Petal.Width
[1] 1

[[68]]$Species
[1] "versicolor"


[[69]]
[[69]]$Sepal.Length
[1] 6.2

[[69]]$Sepal.Width
[1] 2.2

[[69]]$Petal.Length
[1] 4.5

[[69]]$Petal.Width
[1] 1.5

[[69]]$Species
[1] "versicolor"


[[70]]
[[70]]$Sepal.Length
[1] 5.6

[[70]]$Sepal.Width
[1] 2.5

[[70]]$Petal.Length
[1] 3.9

[[70]]$Petal.Width
[1] 1.1

[[70]]$Species
[1] "versicolor"


[[71]]
[[71]]$Sepal.Length
[1] 5.9

[[71]]$Sepal.Width
[1] 3.2

[[71]]$Petal.Length
[1] 4.8

[[71]]$Petal.Width
[1] 1.8

[[71]]$Species
[1] "versicolor"


[[72]]
[[72]]$Sepal.Length
[1] 6.1

[[72]]$Sepal.Width
[1] 2.8

[[72]]$Petal.Length
[1] 4

[[72]]$Petal.Width
[1] 1.3

[[72]]$Species
[1] "versicolor"


[[73]]
[[73]]$Sepal.Length
[1] 6.3

[[73]]$Sepal.Width
[1] 2.5

[[73]]$Petal.Length
[1] 4.9

[[73]]$Petal.Width
[1] 1.5

[[73]]$Species
[1] "versicolor"


[[74]]
[[74]]$Sepal.Length
[1] 6.1

[[74]]$Sepal.Width
[1] 2.8

[[74]]$Petal.Length
[1] 4.7

[[74]]$Petal.Width
[1] 1.2

[[74]]$Species
[1] "versicolor"


[[75]]
[[75]]$Sepal.Length
[1] 6.4

[[75]]$Sepal.Width
[1] 2.9

[[75]]$Petal.Length
[1] 4.3

[[75]]$Petal.Width
[1] 1.3

[[75]]$Species
[1] "versicolor"


[[76]]
[[76]]$Sepal.Length
[1] 6.6

[[76]]$Sepal.Width
[1] 3

[[76]]$Petal.Length
[1] 4.4

[[76]]$Petal.Width
[1] 1.4

[[76]]$Species
[1] "versicolor"


[[77]]
[[77]]$Sepal.Length
[1] 6.8

[[77]]$Sepal.Width
[1] 2.8

[[77]]$Petal.Length
[1] 4.8

[[77]]$Petal.Width
[1] 1.4

[[77]]$Species
[1] "versicolor"


[[78]]
[[78]]$Sepal.Length
[1] 6.7

[[78]]$Sepal.Width
[1] 3

[[78]]$Petal.Length
[1] 5

[[78]]$Petal.Width
[1] 1.7

[[78]]$Species
[1] "versicolor"


[[79]]
[[79]]$Sepal.Length
[1] 6

[[79]]$Sepal.Width
[1] 2.9

[[79]]$Petal.Length
[1] 4.5

[[79]]$Petal.Width
[1] 1.5

[[79]]$Species
[1] "versicolor"


[[80]]
[[80]]$Sepal.Length
[1] 5.7

[[80]]$Sepal.Width
[1] 2.6

[[80]]$Petal.Length
[1] 3.5

[[80]]$Petal.Width
[1] 1

[[80]]$Species
[1] "versicolor"


[[81]]
[[81]]$Sepal.Length
[1] 5.5

[[81]]$Sepal.Width
[1] 2.4

[[81]]$Petal.Length
[1] 3.8

[[81]]$Petal.Width
[1] 1.1

[[81]]$Species
[1] "versicolor"


[[82]]
[[82]]$Sepal.Length
[1] 5.5

[[82]]$Sepal.Width
[1] 2.4

[[82]]$Petal.Length
[1] 3.7

[[82]]$Petal.Width
[1] 1

[[82]]$Species
[1] "versicolor"


[[83]]
[[83]]$Sepal.Length
[1] 5.8

[[83]]$Sepal.Width
[1] 2.7

[[83]]$Petal.Length
[1] 3.9

[[83]]$Petal.Width
[1] 1.2

[[83]]$Species
[1] "versicolor"


[[84]]
[[84]]$Sepal.Length
[1] 6

[[84]]$Sepal.Width
[1] 2.7

[[84]]$Petal.Length
[1] 5.1

[[84]]$Petal.Width
[1] 1.6

[[84]]$Species
[1] "versicolor"


[[85]]
[[85]]$Sepal.Length
[1] 5.4

[[85]]$Sepal.Width
[1] 3

[[85]]$Petal.Length
[1] 4.5

[[85]]$Petal.Width
[1] 1.5

[[85]]$Species
[1] "versicolor"


[[86]]
[[86]]$Sepal.Length
[1] 6

[[86]]$Sepal.Width
[1] 3.4

[[86]]$Petal.Length
[1] 4.5

[[86]]$Petal.Width
[1] 1.6

[[86]]$Species
[1] "versicolor"


[[87]]
[[87]]$Sepal.Length
[1] 6.7

[[87]]$Sepal.Width
[1] 3.1

[[87]]$Petal.Length
[1] 4.7

[[87]]$Petal.Width
[1] 1.5

[[87]]$Species
[1] "versicolor"


[[88]]
[[88]]$Sepal.Length
[1] 6.3

[[88]]$Sepal.Width
[1] 2.3

[[88]]$Petal.Length
[1] 4.4

[[88]]$Petal.Width
[1] 1.3

[[88]]$Species
[1] "versicolor"


[[89]]
[[89]]$Sepal.Length
[1] 5.6

[[89]]$Sepal.Width
[1] 3

[[89]]$Petal.Length
[1] 4.1

[[89]]$Petal.Width
[1] 1.3

[[89]]$Species
[1] "versicolor"


[[90]]
[[90]]$Sepal.Length
[1] 5.5

[[90]]$Sepal.Width
[1] 2.5

[[90]]$Petal.Length
[1] 4

[[90]]$Petal.Width
[1] 1.3

[[90]]$Species
[1] "versicolor"


[[91]]
[[91]]$Sepal.Length
[1] 5.5

[[91]]$Sepal.Width
[1] 2.6

[[91]]$Petal.Length
[1] 4.4

[[91]]$Petal.Width
[1] 1.2

[[91]]$Species
[1] "versicolor"


[[92]]
[[92]]$Sepal.Length
[1] 6.1

[[92]]$Sepal.Width
[1] 3

[[92]]$Petal.Length
[1] 4.6

[[92]]$Petal.Width
[1] 1.4

[[92]]$Species
[1] "versicolor"


[[93]]
[[93]]$Sepal.Length
[1] 5.8

[[93]]$Sepal.Width
[1] 2.6

[[93]]$Petal.Length
[1] 4

[[93]]$Petal.Width
[1] 1.2

[[93]]$Species
[1] "versicolor"


[[94]]
[[94]]$Sepal.Length
[1] 5

[[94]]$Sepal.Width
[1] 2.3

[[94]]$Petal.Length
[1] 3.3

[[94]]$Petal.Width
[1] 1

[[94]]$Species
[1] "versicolor"


[[95]]
[[95]]$Sepal.Length
[1] 5.6

[[95]]$Sepal.Width
[1] 2.7

[[95]]$Petal.Length
[1] 4.2

[[95]]$Petal.Width
[1] 1.3

[[95]]$Species
[1] "versicolor"


[[96]]
[[96]]$Sepal.Length
[1] 5.7

[[96]]$Sepal.Width
[1] 3

[[96]]$Petal.Length
[1] 4.2

[[96]]$Petal.Width
[1] 1.2

[[96]]$Species
[1] "versicolor"


[[97]]
[[97]]$Sepal.Length
[1] 5.7

[[97]]$Sepal.Width
[1] 2.9

[[97]]$Petal.Length
[1] 4.2

[[97]]$Petal.Width
[1] 1.3

[[97]]$Species
[1] "versicolor"


[[98]]
[[98]]$Sepal.Length
[1] 6.2

[[98]]$Sepal.Width
[1] 2.9

[[98]]$Petal.Length
[1] 4.3

[[98]]$Petal.Width
[1] 1.3

[[98]]$Species
[1] "versicolor"


[[99]]
[[99]]$Sepal.Length
[1] 5.1

[[99]]$Sepal.Width
[1] 2.5

[[99]]$Petal.Length
[1] 3

[[99]]$Petal.Width
[1] 1.1

[[99]]$Species
[1] "versicolor"


[[100]]
[[100]]$Sepal.Length
[1] 5.7

[[100]]$Sepal.Width
[1] 2.8

[[100]]$Petal.Length
[1] 4.1

[[100]]$Petal.Width
[1] 1.3

[[100]]$Species
[1] "versicolor"


[[101]]
[[101]]$Sepal.Length
[1] 6.3

[[101]]$Sepal.Width
[1] 3.3

[[101]]$Petal.Length
[1] 6

[[101]]$Petal.Width
[1] 2.5

[[101]]$Species
[1] "virginica"


[[102]]
[[102]]$Sepal.Length
[1] 5.8

[[102]]$Sepal.Width
[1] 2.7

[[102]]$Petal.Length
[1] 5.1

[[102]]$Petal.Width
[1] 1.9

[[102]]$Species
[1] "virginica"


[[103]]
[[103]]$Sepal.Length
[1] 7.1

[[103]]$Sepal.Width
[1] 3

[[103]]$Petal.Length
[1] 5.9

[[103]]$Petal.Width
[1] 2.1

[[103]]$Species
[1] "virginica"


[[104]]
[[104]]$Sepal.Length
[1] 6.3

[[104]]$Sepal.Width
[1] 2.9

[[104]]$Petal.Length
[1] 5.6

[[104]]$Petal.Width
[1] 1.8

[[104]]$Species
[1] "virginica"


[[105]]
[[105]]$Sepal.Length
[1] 6.5

[[105]]$Sepal.Width
[1] 3

[[105]]$Petal.Length
[1] 5.8

[[105]]$Petal.Width
[1] 2.2

[[105]]$Species
[1] "virginica"


[[106]]
[[106]]$Sepal.Length
[1] 7.6

[[106]]$Sepal.Width
[1] 3

[[106]]$Petal.Length
[1] 6.6

[[106]]$Petal.Width
[1] 2.1

[[106]]$Species
[1] "virginica"


[[107]]
[[107]]$Sepal.Length
[1] 4.9

[[107]]$Sepal.Width
[1] 2.5

[[107]]$Petal.Length
[1] 4.5

[[107]]$Petal.Width
[1] 1.7

[[107]]$Species
[1] "virginica"


[[108]]
[[108]]$Sepal.Length
[1] 7.3

[[108]]$Sepal.Width
[1] 2.9

[[108]]$Petal.Length
[1] 6.3

[[108]]$Petal.Width
[1] 1.8

[[108]]$Species
[1] "virginica"


[[109]]
[[109]]$Sepal.Length
[1] 6.7

[[109]]$Sepal.Width
[1] 2.5

[[109]]$Petal.Length
[1] 5.8

[[109]]$Petal.Width
[1] 1.8

[[109]]$Species
[1] "virginica"


[[110]]
[[110]]$Sepal.Length
[1] 7.2

[[110]]$Sepal.Width
[1] 3.6

[[110]]$Petal.Length
[1] 6.1

[[110]]$Petal.Width
[1] 2.5

[[110]]$Species
[1] "virginica"


[[111]]
[[111]]$Sepal.Length
[1] 6.5

[[111]]$Sepal.Width
[1] 3.2

[[111]]$Petal.Length
[1] 5.1

[[111]]$Petal.Width
[1] 2

[[111]]$Species
[1] "virginica"


[[112]]
[[112]]$Sepal.Length
[1] 6.4

[[112]]$Sepal.Width
[1] 2.7

[[112]]$Petal.Length
[1] 5.3

[[112]]$Petal.Width
[1] 1.9

[[112]]$Species
[1] "virginica"


[[113]]
[[113]]$Sepal.Length
[1] 6.8

[[113]]$Sepal.Width
[1] 3

[[113]]$Petal.Length
[1] 5.5

[[113]]$Petal.Width
[1] 2.1

[[113]]$Species
[1] "virginica"


[[114]]
[[114]]$Sepal.Length
[1] 5.7

[[114]]$Sepal.Width
[1] 2.5

[[114]]$Petal.Length
[1] 5

[[114]]$Petal.Width
[1] 2

[[114]]$Species
[1] "virginica"


[[115]]
[[115]]$Sepal.Length
[1] 5.8

[[115]]$Sepal.Width
[1] 2.8

[[115]]$Petal.Length
[1] 5.1

[[115]]$Petal.Width
[1] 2.4

[[115]]$Species
[1] "virginica"


[[116]]
[[116]]$Sepal.Length
[1] 6.4

[[116]]$Sepal.Width
[1] 3.2

[[116]]$Petal.Length
[1] 5.3

[[116]]$Petal.Width
[1] 2.3

[[116]]$Species
[1] "virginica"


[[117]]
[[117]]$Sepal.Length
[1] 6.5

[[117]]$Sepal.Width
[1] 3

[[117]]$Petal.Length
[1] 5.5

[[117]]$Petal.Width
[1] 1.8

[[117]]$Species
[1] "virginica"


[[118]]
[[118]]$Sepal.Length
[1] 7.7

[[118]]$Sepal.Width
[1] 3.8

[[118]]$Petal.Length
[1] 6.7

[[118]]$Petal.Width
[1] 2.2

[[118]]$Species
[1] "virginica"


[[119]]
[[119]]$Sepal.Length
[1] 7.7

[[119]]$Sepal.Width
[1] 2.6

[[119]]$Petal.Length
[1] 6.9

[[119]]$Petal.Width
[1] 2.3

[[119]]$Species
[1] "virginica"


[[120]]
[[120]]$Sepal.Length
[1] 6

[[120]]$Sepal.Width
[1] 2.2

[[120]]$Petal.Length
[1] 5

[[120]]$Petal.Width
[1] 1.5

[[120]]$Species
[1] "virginica"


[[121]]
[[121]]$Sepal.Length
[1] 6.9

[[121]]$Sepal.Width
[1] 3.2

[[121]]$Petal.Length
[1] 5.7

[[121]]$Petal.Width
[1] 2.3

[[121]]$Species
[1] "virginica"


[[122]]
[[122]]$Sepal.Length
[1] 5.6

[[122]]$Sepal.Width
[1] 2.8

[[122]]$Petal.Length
[1] 4.9

[[122]]$Petal.Width
[1] 2

[[122]]$Species
[1] "virginica"


[[123]]
[[123]]$Sepal.Length
[1] 7.7

[[123]]$Sepal.Width
[1] 2.8

[[123]]$Petal.Length
[1] 6.7

[[123]]$Petal.Width
[1] 2

[[123]]$Species
[1] "virginica"


[[124]]
[[124]]$Sepal.Length
[1] 6.3

[[124]]$Sepal.Width
[1] 2.7

[[124]]$Petal.Length
[1] 4.9

[[124]]$Petal.Width
[1] 1.8

[[124]]$Species
[1] "virginica"


[[125]]
[[125]]$Sepal.Length
[1] 6.7

[[125]]$Sepal.Width
[1] 3.3

[[125]]$Petal.Length
[1] 5.7

[[125]]$Petal.Width
[1] 2.1

[[125]]$Species
[1] "virginica"


[[126]]
[[126]]$Sepal.Length
[1] 7.2

[[126]]$Sepal.Width
[1] 3.2

[[126]]$Petal.Length
[1] 6

[[126]]$Petal.Width
[1] 1.8

[[126]]$Species
[1] "virginica"


[[127]]
[[127]]$Sepal.Length
[1] 6.2

[[127]]$Sepal.Width
[1] 2.8

[[127]]$Petal.Length
[1] 4.8

[[127]]$Petal.Width
[1] 1.8

[[127]]$Species
[1] "virginica"


[[128]]
[[128]]$Sepal.Length
[1] 6.1

[[128]]$Sepal.Width
[1] 3

[[128]]$Petal.Length
[1] 4.9

[[128]]$Petal.Width
[1] 1.8

[[128]]$Species
[1] "virginica"


[[129]]
[[129]]$Sepal.Length
[1] 6.4

[[129]]$Sepal.Width
[1] 2.8

[[129]]$Petal.Length
[1] 5.6

[[129]]$Petal.Width
[1] 2.1

[[129]]$Species
[1] "virginica"


[[130]]
[[130]]$Sepal.Length
[1] 7.2

[[130]]$Sepal.Width
[1] 3

[[130]]$Petal.Length
[1] 5.8

[[130]]$Petal.Width
[1] 1.6

[[130]]$Species
[1] "virginica"


[[131]]
[[131]]$Sepal.Length
[1] 7.4

[[131]]$Sepal.Width
[1] 2.8

[[131]]$Petal.Length
[1] 6.1

[[131]]$Petal.Width
[1] 1.9

[[131]]$Species
[1] "virginica"


[[132]]
[[132]]$Sepal.Length
[1] 7.9

[[132]]$Sepal.Width
[1] 3.8

[[132]]$Petal.Length
[1] 6.4

[[132]]$Petal.Width
[1] 2

[[132]]$Species
[1] "virginica"


[[133]]
[[133]]$Sepal.Length
[1] 6.4

[[133]]$Sepal.Width
[1] 2.8

[[133]]$Petal.Length
[1] 5.6

[[133]]$Petal.Width
[1] 2.2

[[133]]$Species
[1] "virginica"


[[134]]
[[134]]$Sepal.Length
[1] 6.3

[[134]]$Sepal.Width
[1] 2.8

[[134]]$Petal.Length
[1] 5.1

[[134]]$Petal.Width
[1] 1.5

[[134]]$Species
[1] "virginica"


[[135]]
[[135]]$Sepal.Length
[1] 6.1

[[135]]$Sepal.Width
[1] 2.6

[[135]]$Petal.Length
[1] 5.6

[[135]]$Petal.Width
[1] 1.4

[[135]]$Species
[1] "virginica"


[[136]]
[[136]]$Sepal.Length
[1] 7.7

[[136]]$Sepal.Width
[1] 3

[[136]]$Petal.Length
[1] 6.1

[[136]]$Petal.Width
[1] 2.3

[[136]]$Species
[1] "virginica"


[[137]]
[[137]]$Sepal.Length
[1] 6.3

[[137]]$Sepal.Width
[1] 3.4

[[137]]$Petal.Length
[1] 5.6

[[137]]$Petal.Width
[1] 2.4

[[137]]$Species
[1] "virginica"


[[138]]
[[138]]$Sepal.Length
[1] 6.4

[[138]]$Sepal.Width
[1] 3.1

[[138]]$Petal.Length
[1] 5.5

[[138]]$Petal.Width
[1] 1.8

[[138]]$Species
[1] "virginica"


[[139]]
[[139]]$Sepal.Length
[1] 6

[[139]]$Sepal.Width
[1] 3

[[139]]$Petal.Length
[1] 4.8

[[139]]$Petal.Width
[1] 1.8

[[139]]$Species
[1] "virginica"


[[140]]
[[140]]$Sepal.Length
[1] 6.9

[[140]]$Sepal.Width
[1] 3.1

[[140]]$Petal.Length
[1] 5.4

[[140]]$Petal.Width
[1] 2.1

[[140]]$Species
[1] "virginica"


[[141]]
[[141]]$Sepal.Length
[1] 6.7

[[141]]$Sepal.Width
[1] 3.1

[[141]]$Petal.Length
[1] 5.6

[[141]]$Petal.Width
[1] 2.4

[[141]]$Species
[1] "virginica"


[[142]]
[[142]]$Sepal.Length
[1] 6.9

[[142]]$Sepal.Width
[1] 3.1

[[142]]$Petal.Length
[1] 5.1

[[142]]$Petal.Width
[1] 2.3

[[142]]$Species
[1] "virginica"


[[143]]
[[143]]$Sepal.Length
[1] 5.8

[[143]]$Sepal.Width
[1] 2.7

[[143]]$Petal.Length
[1] 5.1

[[143]]$Petal.Width
[1] 1.9

[[143]]$Species
[1] "virginica"


[[144]]
[[144]]$Sepal.Length
[1] 6.8

[[144]]$Sepal.Width
[1] 3.2

[[144]]$Petal.Length
[1] 5.9

[[144]]$Petal.Width
[1] 2.3

[[144]]$Species
[1] "virginica"


[[145]]
[[145]]$Sepal.Length
[1] 6.7

[[145]]$Sepal.Width
[1] 3.3

[[145]]$Petal.Length
[1] 5.7

[[145]]$Petal.Width
[1] 2.5

[[145]]$Species
[1] "virginica"


[[146]]
[[146]]$Sepal.Length
[1] 6.7

[[146]]$Sepal.Width
[1] 3

[[146]]$Petal.Length
[1] 5.2

[[146]]$Petal.Width
[1] 2.3

[[146]]$Species
[1] "virginica"


[[147]]
[[147]]$Sepal.Length
[1] 6.3

[[147]]$Sepal.Width
[1] 2.5

[[147]]$Petal.Length
[1] 5

[[147]]$Petal.Width
[1] 1.9

[[147]]$Species
[1] "virginica"


[[148]]
[[148]]$Sepal.Length
[1] 6.5

[[148]]$Sepal.Width
[1] 3

[[148]]$Petal.Length
[1] 5.2

[[148]]$Petal.Width
[1] 2

[[148]]$Species
[1] "virginica"


[[149]]
[[149]]$Sepal.Length
[1] 6.2

[[149]]$Sepal.Width
[1] 3.4

[[149]]$Petal.Length
[1] 5.4

[[149]]$Petal.Width
[1] 2.3

[[149]]$Species
[1] "virginica"


[[150]]
[[150]]$Sepal.Length
[1] 5.9

[[150]]$Sepal.Width
[1] 3

[[150]]$Petal.Length
[1] 5.1

[[150]]$Petal.Width
[1] 1.8

[[150]]$Species
[1] "virginica"


    Sepal.Length Sepal.Width Petal.Length Petal.Width    Species
1            5.1         3.5          1.4         0.2     setosa
2            4.9         3.0          1.4         0.2     setosa
3            4.7         3.2          1.3         0.2     setosa
4            4.6         3.1          1.5         0.2     setosa
5            5.0         3.6          1.4         0.2     setosa
6            5.4         3.9          1.7         0.4     setosa
7            4.6         3.4          1.4         0.3     setosa
8            5.0         3.4          1.5         0.2     setosa
9            4.4         2.9          1.4         0.2     setosa
10           4.9         3.1          1.5         0.1     setosa
11           5.4         3.7          1.5         0.2     setosa
12           4.8         3.4          1.6         0.2     setosa
13           4.8         3.0          1.4         0.1     setosa
14           4.3         3.0          1.1         0.1     setosa
15           5.8         4.0          1.2         0.2     setosa
16           5.7         4.4          1.5         0.4     setosa
17           5.4         3.9          1.3         0.4     setosa
18           5.1         3.5          1.4         0.3     setosa
19           5.7         3.8          1.7         0.3     setosa
20           5.1         3.8          1.5         0.3     setosa
21           5.4         3.4          1.7         0.2     setosa
22           5.1         3.7          1.5         0.4     setosa
23           4.6         3.6          1.0         0.2     setosa
24           5.1         3.3          1.7         0.5     setosa
25           4.8         3.4          1.9         0.2     setosa
26           5.0         3.0          1.6         0.2     setosa
27           5.0         3.4          1.6         0.4     setosa
28           5.2         3.5          1.5         0.2     setosa
29           5.2         3.4          1.4         0.2     setosa
30           4.7         3.2          1.6         0.2     setosa
31           4.8         3.1          1.6         0.2     setosa
32           5.4         3.4          1.5         0.4     setosa
33           5.2         4.1          1.5         0.1     setosa
34           5.5         4.2          1.4         0.2     setosa
35           4.9         3.1          1.5         0.2     setosa
36           5.0         3.2          1.2         0.2     setosa
37           5.5         3.5          1.3         0.2     setosa
38           4.9         3.6          1.4         0.1     setosa
39           4.4         3.0          1.3         0.2     setosa
40           5.1         3.4          1.5         0.2     setosa
41           5.0         3.5          1.3         0.3     setosa
42           4.5         2.3          1.3         0.3     setosa
43           4.4         3.2          1.3         0.2     setosa
44           5.0         3.5          1.6         0.6     setosa
45           5.1         3.8          1.9         0.4     setosa
46           4.8         3.0          1.4         0.3     setosa
47           5.1         3.8          1.6         0.2     setosa
48           4.6         3.2          1.4         0.2     setosa
49           5.3         3.7          1.5         0.2     setosa
50           5.0         3.3          1.4         0.2     setosa
51           7.0         3.2          4.7         1.4 versicolor
52           6.4         3.2          4.5         1.5 versicolor
53           6.9         3.1          4.9         1.5 versicolor
54           5.5         2.3          4.0         1.3 versicolor
55           6.5         2.8          4.6         1.5 versicolor
56           5.7         2.8          4.5         1.3 versicolor
57           6.3         3.3          4.7         1.6 versicolor
58           4.9         2.4          3.3         1.0 versicolor
59           6.6         2.9          4.6         1.3 versicolor
60           5.2         2.7          3.9         1.4 versicolor
61           5.0         2.0          3.5         1.0 versicolor
62           5.9         3.0          4.2         1.5 versicolor
63           6.0         2.2          4.0         1.0 versicolor
64           6.1         2.9          4.7         1.4 versicolor
65           5.6         2.9          3.6         1.3 versicolor
66           6.7         3.1          4.4         1.4 versicolor
67           5.6         3.0          4.5         1.5 versicolor
68           5.8         2.7          4.1         1.0 versicolor
69           6.2         2.2          4.5         1.5 versicolor
70           5.6         2.5          3.9         1.1 versicolor
71           5.9         3.2          4.8         1.8 versicolor
72           6.1         2.8          4.0         1.3 versicolor
73           6.3         2.5          4.9         1.5 versicolor
74           6.1         2.8          4.7         1.2 versicolor
75           6.4         2.9          4.3         1.3 versicolor
76           6.6         3.0          4.4         1.4 versicolor
77           6.8         2.8          4.8         1.4 versicolor
78           6.7         3.0          5.0         1.7 versicolor
79           6.0         2.9          4.5         1.5 versicolor
80           5.7         2.6          3.5         1.0 versicolor
81           5.5         2.4          3.8         1.1 versicolor
82           5.5         2.4          3.7         1.0 versicolor
83           5.8         2.7          3.9         1.2 versicolor
84           6.0         2.7          5.1         1.6 versicolor
85           5.4         3.0          4.5         1.5 versicolor
86           6.0         3.4          4.5         1.6 versicolor
87           6.7         3.1          4.7         1.5 versicolor
88           6.3         2.3          4.4         1.3 versicolor
89           5.6         3.0          4.1         1.3 versicolor
90           5.5         2.5          4.0         1.3 versicolor
91           5.5         2.6          4.4         1.2 versicolor
92           6.1         3.0          4.6         1.4 versicolor
93           5.8         2.6          4.0         1.2 versicolor
94           5.0         2.3          3.3         1.0 versicolor
95           5.6         2.7          4.2         1.3 versicolor
96           5.7         3.0          4.2         1.2 versicolor
97           5.7         2.9          4.2         1.3 versicolor
98           6.2         2.9          4.3         1.3 versicolor
99           5.1         2.5          3.0         1.1 versicolor
100          5.7         2.8          4.1         1.3 versicolor
101          6.3         3.3          6.0         2.5  virginica
102          5.8         2.7          5.1         1.9  virginica
103          7.1         3.0          5.9         2.1  virginica
104          6.3         2.9          5.6         1.8  virginica
105          6.5         3.0          5.8         2.2  virginica
106          7.6         3.0          6.6         2.1  virginica
107          4.9         2.5          4.5         1.7  virginica
108          7.3         2.9          6.3         1.8  virginica
109          6.7         2.5          5.8         1.8  virginica
110          7.2         3.6          6.1         2.5  virginica
111          6.5         3.2          5.1         2.0  virginica
112          6.4         2.7          5.3         1.9  virginica
113          6.8         3.0          5.5         2.1  virginica
114          5.7         2.5          5.0         2.0  virginica
115          5.8         2.8          5.1         2.4  virginica
116          6.4         3.2          5.3         2.3  virginica
117          6.5         3.0          5.5         1.8  virginica
118          7.7         3.8          6.7         2.2  virginica
119          7.7         2.6          6.9         2.3  virginica
120          6.0         2.2          5.0         1.5  virginica
121          6.9         3.2          5.7         2.3  virginica
122          5.6         2.8          4.9         2.0  virginica
123          7.7         2.8          6.7         2.0  virginica
124          6.3         2.7          4.9         1.8  virginica
125          6.7         3.3          5.7         2.1  virginica
126          7.2         3.2          6.0         1.8  virginica
127          6.2         2.8          4.8         1.8  virginica
128          6.1         3.0          4.9         1.8  virginica
129          6.4         2.8          5.6         2.1  virginica
130          7.2         3.0          5.8         1.6  virginica
131          7.4         2.8          6.1         1.9  virginica
132          7.9         3.8          6.4         2.0  virginica
133          6.4         2.8          5.6         2.2  virginica
134          6.3         2.8          5.1         1.5  virginica
135          6.1         2.6          5.6         1.4  virginica
136          7.7         3.0          6.1         2.3  virginica
137          6.3         3.4          5.6         2.4  virginica
138          6.4         3.1          5.5         1.8  virginica
139          6.0         3.0          4.8         1.8  virginica
140          6.9         3.1          5.4         2.1  virginica
141          6.7         3.1          5.6         2.4  virginica
142          6.9         3.1          5.1         2.3  virginica
143          5.8         2.7          5.1         1.9  virginica
144          6.8         3.2          5.9         2.3  virginica
145          6.7         3.3          5.7         2.5  virginica
146          6.7         3.0          5.2         2.3  virginica
147          6.3         2.5          5.0         1.9  virginica
148          6.5         3.0          5.2         2.0  virginica
149          6.2         3.4          5.4         2.3  virginica
150          5.9         3.0          5.1         1.8  virginica