diff --git a/DESCRIPTION b/DESCRIPTION index 2aa97ec..b4921ba 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -29,7 +29,7 @@ BugReports: https://github.com/atusy/ftExtra/issues Imports: dplyr (>= 1.0.0), jsonlite, - flextable (>= 0.8.3), + flextable (>= 0.9.5), tidyr, purrr (>= 1.0.0), magrittr, diff --git a/NEWS.md b/NEWS.md index 4ae5074..a65ff3c 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,7 @@ +# ftExtra 0.6.2 + +* Require **flextable**>=0.9.5 to fix broken `colformat_md` (#101) + # ftExtra 0.6.1 * Deprecated functions masking the corresponding ones from the **flextable** package (#95) diff --git a/R/colformat.R b/R/colformat.R index fd6a6e9..0ca5d0c 100644 --- a/R/colformat.R +++ b/R/colformat.R @@ -51,7 +51,7 @@ colformat_md <- function(x, } dataset <- x[[part]]$dataset - content <- x[[part]][["content"]][["content"]][["data"]] + content <- x[[part]][["content"]][["data"]] nm <- colnames(content) col <- tidyselect::eval_select(rlang::expr(c(!!.j)), dataset[nm]) @@ -63,7 +63,7 @@ colformat_md <- function(x, # Must evaluate outside add_footnotes due to lazy evaluation of arguments ft <- flextable::compose(x, - i = seq(nrow(dataset)), j = col, part = part, + i = seq_len(nrow(dataset)), j = col, part = part, value = as_paragraph_md( texts, auto_color_link = auto_color_link, diff --git a/docs/articles/format_columns.html b/docs/articles/format_columns.html index 83bf4e6..32392fd 100644 --- a/docs/articles/format_columns.html +++ b/docs/articles/format_columns.html @@ -135,12 +135,12 @@

Why markdown?) )
- - - + +

Oxide

+ - - + +

Oxide

SiO2

Al2O3

SiO2

Al2O3
@@ -187,12 +187,12 @@

Why markdown?} ft
- - - + +

Oxide

+ - - + +

Oxide

SiO2

Fe2O3

SiO2

Fe2O3
@@ -219,12 +219,12 @@

Why markdown?flextable::flextable() %>% ftExtra::colformat_md()
- - - + +

Oxide

+ - - + +

Oxide

SiO2

Fe2O3

SiO2

Fe2O3
@@ -263,26 +263,26 @@

Basic examples flextable() %>% colformat_md()
- - + +
- - - - + + + + - - - - + + + + - - - - + + + +

a

b

c

d

a

b

c

d

bold

superscript

code

ftExtra is

bold

superscript

code

ftExtra is

italic

subscript

underline

Cool

italic

subscript

underline

Cool
@@ -339,17 +339,17 @@

Footnotescolformat_md() %>% flextable::autofit(add_w = 0.5)

- - + +
- - + + - - + + - +

package

description

package

description

ftExtra

Extensions for ‘Flextable’1

ftExtra

Extensions for ‘Flextable’1

1Supports of footnotes

1Supports of footnotes

Reference symbols can be configured by @@ -374,17 +374,17 @@

Footnotes) %>% flextable::autofit(add_w = 0.5)
- - + +
- - + + - - + + - +

package

description

package

description

ftExtra[ii]

Extensions for ‘Flextable’[iii]

ftExtra[ii]

Extensions for ‘Flextable’[iii]

[ii]Short of flextable extra; [iii]Supports of footnotes;

[ii]Short of flextable extra; [iii]Supports of footnotes;

In order to add multiple footnotes to a cell, use normal footnotes @@ -402,13 +402,13 @@

Footnotesflextable() %>% colformat_md()
- - - - + +

x

foo1, 2

+ + - - + +

x

foo1, 2

1aaa

2bbb

1aaa

2bbb
@@ -456,26 +456,26 @@

Footnotes# tweak width for visibility flextable::autofit(add_w = 0.2)
- - + +
- - + + - - + + - - + + - - - + + +

header1a

header2

header1a

header2

x1

a

x1

a

y

b2

y

b2

a: note a

1: note 1

2: note 2

a: note a

1: note 1

2: note 2
@@ -511,10 +511,10 @@

Images colformat_md() %>% flextable::autofit()
- - - - + +

R

+ +

R

The R logo is distributed by The R Foundation with the CC-BY-SA 4.0 @@ -529,10 +529,10 @@

Line breaksflextable() %>% colformat_md()
- - - - + +

linebreak

a b

+ +

linebreak

a b

Pandoc’s markdown supports hard line breaks by adding a backslash or @@ -542,10 +542,10 @@

Line breaksflextable() %>% colformat_md()
- - - - + +

linebreak

a
b

+ +

linebreak

a
b

It is also possible to make \n as a hard line break by @@ -555,10 +555,10 @@

Line breaksflextable() %>% colformat_md(md_extensions = "+hard_line_breaks")
- - - - + +

linebreak

a
b

+ +

linebreak

a
b

Markdown treats continuous linebreaks as a separator of blocks such @@ -571,10 +571,10 @@

Line breaksflextable() %>% colformat_md(.sep = "\n\n")
- - - - + +

linebreak

a

b

+ +

linebreak

a

b
@@ -613,13 +613,13 @@

Citations - - - + +

Cite

+ - - - + + +

Cite

Yasumoto (2023)

(Yasumoto 2023)

(2023)

Yasumoto (2023)

(Yasumoto 2023)

(2023)
@@ -640,10 +640,10 @@

Math colformat_md() %>% flextable::autofit(add_w = 0.2)
- - - - + +

math

eiθ = cos θ + isin θ

+ +

math

eiθ = cos θ + isin θ

Note that results can be insufficient. This feature relies on @@ -663,10 +663,10 @@

Emoji flextable() %>% colformat_md(md_extensions = "+emoji")
- - - - + +

emoji

👍

+ +

emoji

👍
@@ -683,10 +683,10 @@

Other input formatsflextable() %>% colformat_md(.from = "html")
- - - - + +

x

H2O

+ +

x

H2O

Note that multiple paragraphs are not supported if .from @@ -699,10 +699,10 @@

Other input formatsflextable() %>% colformat_md(.from = "commonmark")
- - - - + +

x

foobar

+ +

x

foobar
diff --git a/docs/articles/group-rows.html b/docs/articles/group-rows.html index 901f149..9a8d220 100644 --- a/docs/articles/group-rows.html +++ b/docs/articles/group-rows.html @@ -107,7 +107,7 @@

Group rows

grouped_mtcars <- mtcars %>% mutate(model = rownames(mtcars)) %>% - head %>% + head() %>% select(model, cyl, mpg, disp, am) %>% group_by(am, cyl)
@@ -119,53 +119,53 @@

Single grouping columns
 grouped_iris %>% as_flextable()

- - + +
- - - - + + + + - + - - - - + + + + - - - - + + + + - + - - - - + + + + - - - - + + + + - + - - - - + + + + - - - - + + + +

Sepal.Length

Sepal.Width

Petal.Length

Petal.Width

Sepal.Length

Sepal.Width

Petal.Length

Petal.Width

Species: setosa

Species: setosa

5.1

3.5

1.4

0.2

5.1

3.5

1.4

0.2

4.9

3.0

1.4

0.2

4.9

3.0

1.4

0.2

Species: versicolor

Species: versicolor

7.0

3.2

4.7

1.4

7.0

3.2

4.7

1.4

6.4

3.2

4.5

1.5

6.4

3.2

4.5

1.5

Species: virginica

Species: virginica

6.3

3.3

6.0

2.5

6.3

3.3

6.0

2.5

5.8

2.7

5.1

1.9

5.8

2.7

5.1

1.9
@@ -173,53 +173,53 @@

Single grouping columns
 grouped_iris %>% as_flextable(hide_grouplabel = TRUE)

- - + +
- - - - + + + + - + - - - - + + + + - - - - + + + + - + - - - - + + + + - - - - + + + + - + - - - - + + + + - - - - + + + +

Sepal.Length

Sepal.Width

Petal.Length

Petal.Width

Sepal.Length

Sepal.Width

Petal.Length

Petal.Width

setosa

setosa

5.1

3.5

1.4

0.2

5.1

3.5

1.4

0.2

4.9

3.0

1.4

0.2

4.9

3.0

1.4

0.2

versicolor

versicolor

7.0

3.2

4.7

1.4

7.0

3.2

4.7

1.4

6.4

3.2

4.5

1.5

6.4

3.2

4.5

1.5

virginica

virginica

6.3

3.3

6.0

2.5

6.3

3.3

6.0

2.5

5.8

2.7

5.1

1.9

5.8

2.7

5.1

1.9
@@ -231,53 +231,53 @@

Multiple grouping columns
 grouped_mtcars %>% as_flextable()

- - + +
- - - + + + - - + + - - - + + + - - - + + + - - + + - - - + + + - - + + - - - + + + - - + + - - - + + + - - + + - - - + + +

model

mpg

disp

model

mpg

disp

am: 1.0

cyl: 6.0

am: 1.0

cyl: 6.0

Mazda RX4

21.0

160

Mazda RX4

21.0

160

Mazda RX4 Wag

21.0

160

Mazda RX4 Wag

21.0

160

am: 1.0

cyl: 4.0

am: 1.0

cyl: 4.0

Datsun 710

22.8

108

Datsun 710

22.8

108

am: 0.0

cyl: 6.0

am: 0.0

cyl: 6.0

Hornet 4 Drive

21.4

258

Hornet 4 Drive

21.4

258

am: 0.0

cyl: 8.0

am: 0.0

cyl: 8.0

Hornet Sportabout

18.7

360

Hornet Sportabout

18.7

360

am: 0.0

cyl: 6.0

am: 0.0

cyl: 6.0

Valiant

18.1

225

Valiant

18.1

225
@@ -301,54 +301,54 @@

Single grouping variable#> the future release. Consider using flextalbe's implementation by running #> `.S3method("as_flextable", "data.frame", flextable:::as_flextable.data.frame)`

- - + +
- - - - - + + + + + - - - - - + + + + + - - - - + + + + - - - - - + + + + + - - - - + + + + - - - - - + + + + + - - - - + + + +

Species

Sepal.Length

Sepal.Width

Petal.Length

Petal.Width

Species

Sepal.Length

Sepal.Width

Petal.Length

Petal.Width

setosa

5.1

3.5

1.4

0.2

setosa

5.1

3.5

1.4

0.2

4.9

3.0

1.4

0.2

4.9

3.0

1.4

0.2

versicolor

7.0

3.2

4.7

1.4

versicolor

7.0

3.2

4.7

1.4

6.4

3.2

4.5

1.5

6.4

3.2

4.5

1.5

virginica

6.3

3.3

6.0

2.5

virginica

6.3

3.3

6.0

2.5

5.8

2.7

5.1

1.9

5.8

2.7

5.1

1.9
@@ -364,51 +364,51 @@

Multiple grouping variables#> the future release. Consider using flextalbe's implementation by running #> `.S3method("as_flextable", "data.frame", flextable:::as_flextable.data.frame)`

- - + +
- - - - - + + + + + - - - - - + + + + + - - - + + + - - - - + + + + - - - - - + + + + + - - - - + + + + - - - + + +

am

cyl

model

mpg

disp

am

cyl

model

mpg

disp

0

6

Hornet 4 Drive

21.4

258

0

6

Hornet 4 Drive

21.4

258

Valiant

18.1

225

Valiant

18.1

225

8

Hornet Sportabout

18.7

360

8

Hornet Sportabout

18.7

360

1

4

Datsun 710

22.8

108

1

4

Datsun 710

22.8

108

6

Mazda RX4

21.0

160

6

Mazda RX4

21.0

160

Mazda RX4 Wag

21.0

160

Mazda RX4 Wag

21.0

160
@@ -420,52 +420,52 @@

Multiple grouping variables#> the future release. Consider using flextalbe's implementation by running #> `.S3method("as_flextable", "data.frame", flextable:::as_flextable.data.frame)`

- - + +
- - - - - + + + + + - - - - - + + + + + - - - + + + - - - - + + + + - - - - - + + + + + - - - - + + + + - - - - + + + +

am

cyl

model

mpg

disp

am

cyl

model

mpg

disp

1

6

Mazda RX4

21.0

160

1

6

Mazda RX4

21.0

160

Mazda RX4 Wag

21.0

160

Mazda RX4 Wag

21.0

160

4

Datsun 710

22.8

108

4

Datsun 710

22.8

108

0

6

Hornet 4 Drive

21.4

258

0

6

Hornet 4 Drive

21.4

258

8

Hornet Sportabout

18.7

360

8

Hornet Sportabout

18.7

360

6

Valiant

18.1

225

6

Valiant

18.1

225
@@ -484,52 +484,52 @@

Position of grouping variables#> the future release. Consider using flextalbe's implementation by running #> `.S3method("as_flextable", "data.frame", flextable:::as_flextable.data.frame)`

- - + +
- - - - - + + + + + - - - - - + + + + + - - - + + + - - - - + + + + - - - - - + + + + + - - - - + + + + - - - - + + + +

model

cyl

mpg

disp

am

model

cyl

mpg

disp

am

Mazda RX4

6

21.0

160

1

Mazda RX4

6

21.0

160

1

Mazda RX4 Wag

21.0

160

Mazda RX4 Wag

21.0

160

Datsun 710

4

22.8

108

Datsun 710

4

22.8

108

Hornet 4 Drive

6

21.4

258

0

Hornet 4 Drive

6

21.4

258

0

Hornet Sportabout

8

18.7

360

Hornet Sportabout

8

18.7

360

Valiant

6

18.1

225

Valiant

6

18.1

225
diff --git a/docs/articles/transform-headers.html b/docs/articles/transform-headers.html index d3e4ef7..fa75ecd 100644 --- a/docs/articles/transform-headers.html +++ b/docs/articles/transform-headers.html @@ -105,32 +105,32 @@

Create multi level headers

Prepare flextable 

-ft <- iris[1:2, ] %>% flextable
+ft <- iris[1:2, ] %>% flextable()
 ft
- - + +
- - - - - + + + + + - - - - - + + + + + - - - - - + + + + +

Sepal.Length

Sepal.Width

Petal.Length

Petal.Width

Species

Sepal.Length

Sepal.Width

Petal.Length

Petal.Width

Species

5.1

3.5

1.4

0.2

setosa

5.1

3.5

1.4

0.2

setosa

4.9

3.0

1.4

0.2

setosa

4.9

3.0

1.4

0.2

setosa
@@ -144,38 +144,38 @@

Split headers
 ft %>% split_header()

- - + +
- - - - - + + + + + - - - - - + + + + + - - - - - + + + + + - - - - - + + + + +

Sepal

Sepal

Petal

Petal

Species

Sepal

Sepal

Petal

Petal

Species

Length

Width

Length

Width

Length

Width

Length

Width

5.1

3.5

1.4

0.2

setosa

5.1

3.5

1.4

0.2

setosa

4.9

3.0

1.4

0.2

setosa

4.9

3.0

1.4

0.2

setosa
@@ -186,45 +186,45 @@

Split headers
 ft %>% split_header(sep = "e")

- - + +
- - - - - + + + + + - - - - - + + + + + - - - - - + + + + + - - - - - + + + + + - - - - - + + + + +

S

S

P

P

Sp

S

S

P

P

Sp

pal.L

pal.Width

tal.L

tal.Width

ci

pal.L

pal.Width

tal.L

tal.Width

ci

ngth

ngth

s

ngth

ngth

s

5.1

3.5

1.4

0.2

setosa

5.1

3.5

1.4

0.2

setosa

4.9

3.0

1.4

0.2

setosa

4.9

3.0

1.4

0.2

setosa
@@ -240,35 +240,35 @@

Span headers
 ft %>% span_header()

- - + +
- - - + + + - - - - + + + + - - - - - + + + + + - - - - - + + + + +

Sepal

Petal

Species

Sepal

Petal

Species

Length

Width

Length

Width

Length

Width

Length

Width

5.1

3.5

1.4

0.2

setosa

5.1

3.5

1.4

0.2

setosa

4.9

3.0

1.4

0.2

setosa

4.9

3.0

1.4

0.2

setosa
diff --git a/docs/authors.html b/docs/authors.html index bf52240..91afad0 100644 --- a/docs/authors.html +++ b/docs/authors.html @@ -89,15 +89,16 @@

Citation

-

Yasumoto A (2023). +

Yasumoto A (2024). ftExtra: Extensions for 'Flextable'. -https://ftextra.atusy.net, https://github.com/atusy/ftExtra. +R package version 0.6.1, https://github.com/atusy/ftExtra, https://ftextra.atusy.net. 

@Manual{,
   title = {ftExtra: Extensions for 'Flextable'},
   author = {Atsushi Yasumoto},
-  year = {2023},
-  note = {https://ftextra.atusy.net, https://github.com/atusy/ftExtra},
+  year = {2024},
+  note = {R package version 0.6.1, https://github.com/atusy/ftExtra},
+  url = {https://ftextra.atusy.net},
 }
diff --git a/docs/news/index.html b/docs/news/index.html index bc30819..9c1a3ca 100644 --- a/docs/news/index.html +++ b/docs/news/index.html @@ -64,7 +64,11 @@

Changelog

-

ftExtra 0.6.1

+

ftExtra 0.6.22024-02-28

+
  • Require flextable>=0.9.5 to fix broken colformat_md (#101)
    • +
+
+

ftExtra 0.6.12023-09-29

  • Deprecated functions masking the corresponding ones from the flextable package (#95)

  • Renamed separate_header to split_header (#95)

  • Fixed a wrong escape regex in the sep parameter of split_header, span_header, and separate_header (#95)

    • diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml index 92a7944..f950acf 100644 --- a/docs/pkgdown.yml +++ b/docs/pkgdown.yml @@ -1,9 +1,9 @@ -pandoc: 3.1.8 +pandoc: 3.1.11.1 pkgdown: 2.0.7 pkgdown_sha: ~ articles: format_columns: format_columns.html group-rows: group-rows.html transform-headers: transform-headers.html -last_built: 2023-09-29T00:04Z +last_built: 2024-03-31T12:21Z diff --git a/docs/reference/as_flextable_methods.html b/docs/reference/as_flextable_methods.html index e241f30..72f7bef 100644 --- a/docs/reference/as_flextable_methods.html +++ b/docs/reference/as_flextable_methods.html @@ -150,17 +150,17 @@

    Examples

    dplyr::slice(1, 2) as_flextable(grouped_df, groups_to = "titles") -

    Sepal.Length

    Sepal.Width

    Petal.Length

    Petal.Width

    Species: setosa

    5.1

    3.5

    1.4

    0.2

    4.9

    3.0

    1.4

    0.2

    Species: versicolor

    7.0

    3.2

    4.7

    1.4

    6.4

    3.2

    4.5

    1.5

    Species: virginica

    6.3

    3.3

    6.0

    2.5

    5.8

    2.7

    5.1

    1.9

    as_flextable(grouped_df, groups_to = "titles", hide_grouplabel = TRUE) -

    Sepal.Length

    Sepal.Width

    Petal.Length

    Petal.Width

    setosa

    5.1

    3.5

    1.4

    0.2

    4.9

    3.0

    1.4

    0.2

    versicolor

    7.0

    3.2

    4.7

    1.4

    6.4

    3.2

    4.5

    1.5

    virginica

    6.3

    3.3

    6.0

    2.5

    5.8

    2.7

    5.1

    1.9

    as_flextable(grouped_df, groups_to = "merged") +

    Sepal.Length

    Sepal.Width

    Petal.Length

    Petal.Width

    Species: setosa

    5.1

    3.5

    1.4

    0.2

    4.9

    3.0

    1.4

    0.2

    Species: versicolor

    7.0

    3.2

    4.7

    1.4

    6.4

    3.2

    4.5

    1.5

    Species: virginica

    6.3

    3.3

    6.0

    2.5

    5.8

    2.7

    5.1

    1.9

    as_flextable(grouped_df, groups_to = "titles", hide_grouplabel = TRUE) +

    Sepal.Length

    Sepal.Width

    Petal.Length

    Petal.Width

    setosa

    5.1

    3.5

    1.4

    0.2

    4.9

    3.0

    1.4

    0.2

    versicolor

    7.0

    3.2

    4.7

    1.4

    6.4

    3.2

    4.5

    1.5

    virginica

    6.3

    3.3

    6.0

    2.5

    5.8

    2.7

    5.1

    1.9

    as_flextable(grouped_df, groups_to = "merged") #> Warning: ftExtra:::as_flextable.data.frame is deprecated and will be removed in the future release. Consider using flextalbe's implementation by running `.S3method("as_flextable", "data.frame", flextable:::as_flextable.data.frame)` -

    Species

    Sepal.Length

    Sepal.Width

    Petal.Length

    Petal.Width

    setosa

    5.1

    3.5

    1.4

    0.2

    4.9

    3.0

    1.4

    0.2

    versicolor

    7.0

    3.2

    4.7

    1.4

    6.4

    3.2

    4.5

    1.5

    virginica

    6.3

    3.3

    6.0

    2.5

    5.8

    2.7

    5.1

    1.9

    as_flextable(grouped_df, groups_to = "asis") +

    Species

    Sepal.Length

    Sepal.Width

    Petal.Length

    Petal.Width

    setosa

    5.1

    3.5

    1.4

    0.2

    4.9

    3.0

    1.4

    0.2

    versicolor

    7.0

    3.2

    4.7

    1.4

    6.4

    3.2

    4.5

    1.5

    virginica

    6.3

    3.3

    6.0

    2.5

    5.8

    2.7

    5.1

    1.9

    as_flextable(grouped_df, groups_to = "asis") #> Warning: ftExtra:::as_flextable.data.frame is deprecated and will be removed in the future release. Consider using flextalbe's implementation by running `.S3method("as_flextable", "data.frame", flextable:::as_flextable.data.frame)` -

    Sepal.Length

    Sepal.Width

    Petal.Length

    Petal.Width

    Species

    5.1

    3.5

    1.4

    0.2

    setosa

    4.9

    3.0

    1.4

    0.2

    setosa

    7.0

    3.2

    4.7

    1.4

    versicolor

    6.4

    3.2

    4.5

    1.5

    versicolor

    6.3

    3.3

    6.0

    2.5

    virginica

    5.8

    2.7

    5.1

    1.9

    virginica

    # For data.frame +

    Sepal.Length

    Sepal.Width

    Petal.Length

    Petal.Width

    Species

    5.1

    3.5

    1.4

    0.2

    setosa

    4.9

    3.0

    1.4

    0.2

    setosa

    7.0

    3.2

    4.7

    1.4

    versicolor

    6.4

    3.2

    4.5

    1.5

    versicolor

    6.3

    3.3

    6.0

    2.5

    virginica

    5.8

    2.7

    5.1

    1.9

    virginica

    # For data.frame iris %>% head() %>% as_flextable() #> Warning: ftExtra:::as_flextable.data.frame is deprecated and will be removed in the future release. Consider using flextalbe's implementation by running `.S3method("as_flextable", "data.frame", flextable:::as_flextable.data.frame)` -

    Sepal.Length

    Sepal.Width

    Petal.Length

    Petal.Width

    Species

    5.1

    3.5

    1.4

    0.2

    setosa

    4.9

    3.0

    1.4

    0.2

    setosa

    4.7

    3.2

    1.3

    0.2

    setosa

    4.6

    3.1

    1.5

    0.2

    setosa

    5.0

    3.6

    1.4

    0.2

    setosa

    5.4

    3.9

    1.7

    0.4

    setosa

+

Sepal.Length

Sepal.Width

Petal.Length

Petal.Width

Species

5.1

3.5

1.4

0.2

setosa

4.9

3.0

1.4

0.2

setosa

4.7

3.2

1.3

0.2

setosa

4.6

3.1

1.5

0.2

setosa

5.0

3.6

1.4

0.2

setosa

5.4

3.9

1.7

0.4

setosa

+

x

foo bar

baz

*qux*

+

x

y

z

bold

superscript

ftExtra is

italic

subscript

Cool

+

header1a

header2

x1

a

y

b2

a: note a

1: note 1

2: note 2

+

Sepal.Length

Sepal.Width

Petal.Length

Petal.Width

Species

5.1

3.5

1.4

0.2

setosa

4.9

3.0

1.4

0.2

setosa

4.7

3.2

1.3

0.2

setosa

4.6

3.1

1.5

0.2

setosa

5.0

3.6

1.4

0.2

setosa

5.4

3.9

1.7

0.4

setosa

4.6

3.4

1.4

0.3

setosa

5.0

3.4

1.5

0.2

setosa

4.4

2.9

1.4

0.2

setosa

4.9

3.1

1.5

0.1

setosa

5.4

3.7

1.5

0.2

setosa

4.8

3.4

1.6

0.2

setosa

4.8

3.0

1.4

0.1

setosa

4.3

3.0

1.1

0.1

setosa

5.8

4.0

1.2

0.2

setosa

5.7

4.4

1.5

0.4

setosa

5.4

3.9

1.3

0.4

setosa

5.1

3.5

1.4

0.3

setosa

5.7

3.8

1.7

0.3

setosa

5.1

3.8

1.5

0.3

setosa

5.4

3.4

1.7

0.2

setosa

5.1

3.7

1.5

0.4

setosa

4.6

3.6

1.0

0.2

setosa

5.1

3.3

1.7

0.5

setosa

4.8

3.4

1.9

0.2

setosa

5.0

3.0

1.6

0.2

setosa

5.0

3.4

1.6

0.4

setosa

5.2

3.5

1.5

0.2

setosa

5.2

3.4

1.4

0.2

setosa

4.7

3.2

1.6

0.2

setosa

4.8

3.1

1.6

0.2

setosa

5.4

3.4

1.5

0.4

setosa

5.2

4.1

1.5

0.1

setosa

5.5

4.2

1.4

0.2

setosa

4.9

3.1

1.5

0.2

setosa

5.0

3.2

1.2

0.2

setosa

5.5

3.5

1.3

0.2

setosa

4.9

3.6

1.4

0.1

setosa

4.4

3.0

1.3

0.2

setosa

5.1

3.4

1.5

0.2

setosa

5.0

3.5

1.3

0.3

setosa

4.5

2.3

1.3

0.3

setosa

4.4

3.2

1.3

0.2

setosa

5.0

3.5

1.6

0.6

setosa

5.1

3.8

1.9

0.4

setosa

4.8

3.0

1.4

0.3

setosa

5.1

3.8

1.6

0.2

setosa

4.6

3.2

1.4

0.2

setosa

5.3

3.7

1.5

0.2

setosa

5.0

3.3

1.4

0.2

setosa

7.0

3.2

4.7

1.4

versicolor

6.4

3.2

4.5

1.5

versicolor

6.9

3.1

4.9

1.5

versicolor

5.5

2.3

4.0

1.3

versicolor

6.5

2.8

4.6

1.5

versicolor

5.7

2.8

4.5

1.3

versicolor

6.3

3.3

4.7

1.6

versicolor

4.9

2.4

3.3

1.0

versicolor

6.6

2.9

4.6

1.3

versicolor

5.2

2.7

3.9

1.4

versicolor

5.0

2.0

3.5

1.0

versicolor

5.9

3.0

4.2

1.5

versicolor

6.0

2.2

4.0

1.0

versicolor

6.1

2.9

4.7

1.4

versicolor

5.6

2.9

3.6

1.3

versicolor

6.7

3.1

4.4

1.4

versicolor

5.6

3.0

4.5

1.5

versicolor

5.8

2.7

4.1

1.0

versicolor

6.2

2.2

4.5

1.5

versicolor

5.6

2.5

3.9

1.1

versicolor

5.9

3.2

4.8

1.8

versicolor

6.1

2.8

4.0

1.3

versicolor

6.3

2.5

4.9

1.5

versicolor

6.1

2.8

4.7

1.2

versicolor

6.4

2.9

4.3

1.3

versicolor

6.6

3.0

4.4

1.4

versicolor

6.8

2.8

4.8

1.4

versicolor

6.7

3.0

5.0

1.7

versicolor

6.0

2.9

4.5

1.5

versicolor

5.7

2.6

3.5

1.0

versicolor

5.5

2.4

3.8

1.1

versicolor

5.5

2.4

3.7

1.0

versicolor

5.8

2.7

3.9

1.2

versicolor

6.0

2.7

5.1

1.6

versicolor

5.4

3.0

4.5

1.5

versicolor

6.0

3.4

4.5

1.6

versicolor

6.7

3.1

4.7

1.5

versicolor

6.3

2.3

4.4

1.3

versicolor

5.6

3.0

4.1

1.3

versicolor

5.5

2.5

4.0

1.3

versicolor

5.5

2.6

4.4

1.2

versicolor

6.1

3.0

4.6

1.4

versicolor

5.8

2.6

4.0

1.2

versicolor

5.0

2.3

3.3

1.0

versicolor

5.6

2.7

4.2

1.3

versicolor

5.7

3.0

4.2

1.2

versicolor

5.7

2.9

4.2

1.3

versicolor

6.2

2.9

4.3

1.3

versicolor

5.1

2.5

3.0

1.1

versicolor

5.7

2.8

4.1

1.3

versicolor

6.3

3.3

6.0

2.5

virginica

5.8

2.7

5.1

1.9

virginica

7.1

3.0

5.9

2.1

virginica

6.3

2.9

5.6

1.8

virginica

6.5

3.0

5.8

2.2

virginica

7.6

3.0

6.6

2.1

virginica

4.9

2.5

4.5

1.7

virginica

7.3

2.9

6.3

1.8

virginica

6.7

2.5

5.8

1.8

virginica

7.2

3.6

6.1

2.5

virginica

6.5

3.2

5.1

2.0

virginica

6.4

2.7

5.3

1.9

virginica

6.8

3.0

5.5

2.1

virginica

5.7

2.5

5.0

2.0

virginica

5.8

2.8

5.1

2.4

virginica

6.4

3.2

5.3

2.3

virginica

6.5

3.0

5.5

1.8

virginica

7.7

3.8

6.7

2.2

virginica

7.7

2.6

6.9

2.3

virginica

6.0

2.2

5.0

1.5

virginica

6.9

3.2

5.7

2.3

virginica

5.6

2.8

4.9

2.0

virginica

7.7

2.8

6.7

2.0

virginica

6.3

2.7

4.9

1.8

virginica

6.7

3.3

5.7

2.1

virginica

7.2

3.2

6.0

1.8

virginica

6.2

2.8

4.8

1.8

virginica

6.1

3.0

4.9

1.8

virginica

6.4

2.8

5.6

2.1

virginica

7.2

3.0

5.8

1.6

virginica

7.4

2.8

6.1

1.9

virginica

7.9

3.8

6.4

2.0

virginica

6.4

2.8

5.6

2.2

virginica

6.3

2.8

5.1

1.5

virginica

6.1

2.6

5.6

1.4

virginica

7.7

3.0

6.1

2.3

virginica

6.3

3.4

5.6

2.4

virginica

6.4

3.1

5.5

1.8

virginica

6.0

3.0

4.8

1.8

virginica

6.9

3.1

5.4

2.1

virginica

6.7

3.1

5.6

2.4

virginica

6.9

3.1

5.1

2.3

virginica

5.8

2.7

5.1

1.9

virginica

6.8

3.2

5.9

2.3

virginica

6.7

3.3

5.7

2.5

virginica

6.7

3.0

5.2

2.3

virginica

6.3

2.5

5.0

1.9

virginica

6.5

3.0

5.2

2.0

virginica

6.2

3.4

5.4

2.3

virginica

5.9

3.0

5.1

1.8

virginica