arrange: Arrange rows by column values

Description Usage Arguments Details Value Methods See Also Examples

View source: R/arrange.R

Description

arrange() orders the rows of a data frame by the values of selected columns.

Unlike other dplyr verbs, arrange() largely ignores grouping; you need to explicitly mention grouping variables (or use .by_group = TRUE) in order to group by them, and functions of variables are evaluated once per data frame, not once per group.

Usage

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arrange(.data, ..., .by_group = FALSE)

## S3 method for class 'data.frame'
arrange(.data, ..., .by_group = FALSE)

Arguments

.data

A data frame, data frame extension (e.g. a tibble), or a lazy data frame (e.g. from dbplyr or dtplyr). See Methods, below, for more details.

...

<data-masking> Variables, or functions of variables. Use desc() to sort a variable in descending order.

.by_group

If TRUE, will sort first by grouping variable. Applies to grouped data frames only.

Details

Locales

The sort order for character vectors will depend on the collating sequence of the locale in use: see locales().

Missing values

Unlike base sorting with sort(), NA are:

Value

An object of the same type as .data. The output has the following properties:

Methods

This function is a generic, which means that packages can provide implementations (methods) for other classes. See the documentation of individual methods for extra arguments and differences in behaviour.

The following methods are currently available in loaded packages: \Sexpr[stage=render,results=rd]{dplyr:::methods_rd("arrange")}.

See Also

Other single table verbs: filter(), mutate(), rename(), select(), slice(), summarise()

Examples

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arrange(mtcars, cyl, disp)
arrange(mtcars, desc(disp))

# grouped arrange ignores groups
by_cyl <- mtcars %>% group_by(cyl)
by_cyl %>% arrange(desc(wt))
# Unless you specifically ask:
by_cyl %>% arrange(desc(wt), .by_group = TRUE)

# use embracing when wrapping in a function;
# see ?dplyr_data_masking for more details
tidy_eval_arrange <- function(.data, var) {
  .data %>%
    arrange({{ var }})
}
tidy_eval_arrange(mtcars, mpg)

# use across() access select()-style semantics
iris %>% arrange(across(starts_with("Sepal")))
iris %>% arrange(across(starts_with("Sepal"), desc))

Example output

Attaching package:dplyrThe following objects are masked frompackage:stats:

    filter, lag

The following objects are masked frompackage:base:

    intersect, setdiff, setequal, union

                     mpg cyl  disp  hp drat    wt  qsec vs am gear carb
Toyota Corolla      33.9   4  71.1  65 4.22 1.835 19.90  1  1    4    1
Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2
Fiat 128            32.4   4  78.7  66 4.08 2.200 19.47  1  1    4    1
Fiat X1-9           27.3   4  79.0  66 4.08 1.935 18.90  1  1    4    1
Lotus Europa        30.4   4  95.1 113 3.77 1.513 16.90  1  1    5    2
Datsun 710          22.8   4 108.0  93 3.85 2.320 18.61  1  1    4    1
Toyota Corona       21.5   4 120.1  97 3.70 2.465 20.01  1  0    3    1
Porsche 914-2       26.0   4 120.3  91 4.43 2.140 16.70  0  1    5    2
Volvo 142E          21.4   4 121.0 109 4.11 2.780 18.60  1  1    4    2
Merc 230            22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2
Merc 240D           24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2
Ferrari Dino        19.7   6 145.0 175 3.62 2.770 15.50  0  1    5    6
Mazda RX4           21.0   6 160.0 110 3.90 2.620 16.46  0  1    4    4
Mazda RX4 Wag       21.0   6 160.0 110 3.90 2.875 17.02  0  1    4    4
Merc 280            19.2   6 167.6 123 3.92 3.440 18.30  1  0    4    4
Merc 280C           17.8   6 167.6 123 3.92 3.440 18.90  1  0    4    4
Valiant             18.1   6 225.0 105 2.76 3.460 20.22  1  0    3    1
Hornet 4 Drive      21.4   6 258.0 110 3.08 3.215 19.44  1  0    3    1
Merc 450SE          16.4   8 275.8 180 3.07 4.070 17.40  0  0    3    3
Merc 450SL          17.3   8 275.8 180 3.07 3.730 17.60  0  0    3    3
Merc 450SLC         15.2   8 275.8 180 3.07 3.780 18.00  0  0    3    3
Maserati Bora       15.0   8 301.0 335 3.54 3.570 14.60  0  1    5    8
AMC Javelin         15.2   8 304.0 150 3.15 3.435 17.30  0  0    3    2
Dodge Challenger    15.5   8 318.0 150 2.76 3.520 16.87  0  0    3    2
Camaro Z28          13.3   8 350.0 245 3.73 3.840 15.41  0  0    3    4
Ford Pantera L      15.8   8 351.0 264 4.22 3.170 14.50  0  1    5    4
Hornet Sportabout   18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2
Duster 360          14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4
Pontiac Firebird    19.2   8 400.0 175 3.08 3.845 17.05  0  0    3    2
Chrysler Imperial   14.7   8 440.0 230 3.23 5.345 17.42  0  0    3    4
Lincoln Continental 10.4   8 460.0 215 3.00 5.424 17.82  0  0    3    4
Cadillac Fleetwood  10.4   8 472.0 205 2.93 5.250 17.98  0  0    3    4
                     mpg cyl  disp  hp drat    wt  qsec vs am gear carb
Cadillac Fleetwood  10.4   8 472.0 205 2.93 5.250 17.98  0  0    3    4
Lincoln Continental 10.4   8 460.0 215 3.00 5.424 17.82  0  0    3    4
Chrysler Imperial   14.7   8 440.0 230 3.23 5.345 17.42  0  0    3    4
Pontiac Firebird    19.2   8 400.0 175 3.08 3.845 17.05  0  0    3    2
Hornet Sportabout   18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2
Duster 360          14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4
Ford Pantera L      15.8   8 351.0 264 4.22 3.170 14.50  0  1    5    4
Camaro Z28          13.3   8 350.0 245 3.73 3.840 15.41  0  0    3    4
Dodge Challenger    15.5   8 318.0 150 2.76 3.520 16.87  0  0    3    2
AMC Javelin         15.2   8 304.0 150 3.15 3.435 17.30  0  0    3    2
Maserati Bora       15.0   8 301.0 335 3.54 3.570 14.60  0  1    5    8
Merc 450SE          16.4   8 275.8 180 3.07 4.070 17.40  0  0    3    3
Merc 450SL          17.3   8 275.8 180 3.07 3.730 17.60  0  0    3    3
Merc 450SLC         15.2   8 275.8 180 3.07 3.780 18.00  0  0    3    3
Hornet 4 Drive      21.4   6 258.0 110 3.08 3.215 19.44  1  0    3    1
Valiant             18.1   6 225.0 105 2.76 3.460 20.22  1  0    3    1
Merc 280            19.2   6 167.6 123 3.92 3.440 18.30  1  0    4    4
Merc 280C           17.8   6 167.6 123 3.92 3.440 18.90  1  0    4    4
Mazda RX4           21.0   6 160.0 110 3.90 2.620 16.46  0  1    4    4
Mazda RX4 Wag       21.0   6 160.0 110 3.90 2.875 17.02  0  1    4    4
Merc 240D           24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2
Ferrari Dino        19.7   6 145.0 175 3.62 2.770 15.50  0  1    5    6
Merc 230            22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2
Volvo 142E          21.4   4 121.0 109 4.11 2.780 18.60  1  1    4    2
Porsche 914-2       26.0   4 120.3  91 4.43 2.140 16.70  0  1    5    2
Toyota Corona       21.5   4 120.1  97 3.70 2.465 20.01  1  0    3    1
Datsun 710          22.8   4 108.0  93 3.85 2.320 18.61  1  1    4    1
Lotus Europa        30.4   4  95.1 113 3.77 1.513 16.90  1  1    5    2
Fiat X1-9           27.3   4  79.0  66 4.08 1.935 18.90  1  1    4    1
Fiat 128            32.4   4  78.7  66 4.08 2.200 19.47  1  1    4    1
Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2
Toyota Corolla      33.9   4  71.1  65 4.22 1.835 19.90  1  1    4    1
# A tibble: 32 x 11
# Groups:   cyl [3]
     mpg   cyl  disp    hp  drat    wt  qsec    vs    am  gear  carb
   <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
 1  10.4     8  460    215  3     5.42  17.8     0     0     3     4
 2  14.7     8  440    230  3.23  5.34  17.4     0     0     3     4
 3  10.4     8  472    205  2.93  5.25  18.0     0     0     3     4
 4  16.4     8  276.   180  3.07  4.07  17.4     0     0     3     3
 5  19.2     8  400    175  3.08  3.84  17.0     0     0     3     2
 6  13.3     8  350    245  3.73  3.84  15.4     0     0     3     4
 7  15.2     8  276.   180  3.07  3.78  18       0     0     3     3
 8  17.3     8  276.   180  3.07  3.73  17.6     0     0     3     3
 9  14.3     8  360    245  3.21  3.57  15.8     0     0     3     4
10  15       8  301    335  3.54  3.57  14.6     0     1     5     8
# … with 22 more rows
# A tibble: 32 x 11
# Groups:   cyl [3]
     mpg   cyl  disp    hp  drat    wt  qsec    vs    am  gear  carb
   <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
 1  24.4     4 147.     62  3.69  3.19  20       1     0     4     2
 2  22.8     4 141.     95  3.92  3.15  22.9     1     0     4     2
 3  21.4     4 121     109  4.11  2.78  18.6     1     1     4     2
 4  21.5     4 120.     97  3.7   2.46  20.0     1     0     3     1
 5  22.8     4 108      93  3.85  2.32  18.6     1     1     4     1
 6  32.4     4  78.7    66  4.08  2.2   19.5     1     1     4     1
 7  26       4 120.     91  4.43  2.14  16.7     0     1     5     2
 8  27.3     4  79      66  4.08  1.94  18.9     1     1     4     1
 9  33.9     4  71.1    65  4.22  1.84  19.9     1     1     4     1
10  30.4     4  75.7    52  4.93  1.62  18.5     1     1     4     2
# … with 22 more rows
                     mpg cyl  disp  hp drat    wt  qsec vs am gear carb
Cadillac Fleetwood  10.4   8 472.0 205 2.93 5.250 17.98  0  0    3    4
Lincoln Continental 10.4   8 460.0 215 3.00 5.424 17.82  0  0    3    4
Camaro Z28          13.3   8 350.0 245 3.73 3.840 15.41  0  0    3    4
Duster 360          14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4
Chrysler Imperial   14.7   8 440.0 230 3.23 5.345 17.42  0  0    3    4
Maserati Bora       15.0   8 301.0 335 3.54 3.570 14.60  0  1    5    8
Merc 450SLC         15.2   8 275.8 180 3.07 3.780 18.00  0  0    3    3
AMC Javelin         15.2   8 304.0 150 3.15 3.435 17.30  0  0    3    2
Dodge Challenger    15.5   8 318.0 150 2.76 3.520 16.87  0  0    3    2
Ford Pantera L      15.8   8 351.0 264 4.22 3.170 14.50  0  1    5    4
Merc 450SE          16.4   8 275.8 180 3.07 4.070 17.40  0  0    3    3
Merc 450SL          17.3   8 275.8 180 3.07 3.730 17.60  0  0    3    3
Merc 280C           17.8   6 167.6 123 3.92 3.440 18.90  1  0    4    4
Valiant             18.1   6 225.0 105 2.76 3.460 20.22  1  0    3    1
Hornet Sportabout   18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2
Merc 280            19.2   6 167.6 123 3.92 3.440 18.30  1  0    4    4
Pontiac Firebird    19.2   8 400.0 175 3.08 3.845 17.05  0  0    3    2
Ferrari Dino        19.7   6 145.0 175 3.62 2.770 15.50  0  1    5    6
Mazda RX4           21.0   6 160.0 110 3.90 2.620 16.46  0  1    4    4
Mazda RX4 Wag       21.0   6 160.0 110 3.90 2.875 17.02  0  1    4    4
Hornet 4 Drive      21.4   6 258.0 110 3.08 3.215 19.44  1  0    3    1
Volvo 142E          21.4   4 121.0 109 4.11 2.780 18.60  1  1    4    2
Toyota Corona       21.5   4 120.1  97 3.70 2.465 20.01  1  0    3    1
Datsun 710          22.8   4 108.0  93 3.85 2.320 18.61  1  1    4    1
Merc 230            22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2
Merc 240D           24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2
Porsche 914-2       26.0   4 120.3  91 4.43 2.140 16.70  0  1    5    2
Fiat X1-9           27.3   4  79.0  66 4.08 1.935 18.90  1  1    4    1
Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2
Lotus Europa        30.4   4  95.1 113 3.77 1.513 16.90  1  1    5    2
Fiat 128            32.4   4  78.7  66 4.08 2.200 19.47  1  1    4    1
Toyota Corolla      33.9   4  71.1  65 4.22 1.835 19.90  1  1    4    1
    Sepal.Length Sepal.Width Petal.Length Petal.Width    Species
1            4.3         3.0          1.1         0.1     setosa
2            4.4         2.9          1.4         0.2     setosa
3            4.4         3.0          1.3         0.2     setosa
4            4.4         3.2          1.3         0.2     setosa
5            4.5         2.3          1.3         0.3     setosa
6            4.6         3.1          1.5         0.2     setosa
7            4.6         3.2          1.4         0.2     setosa
8            4.6         3.4          1.4         0.3     setosa
9            4.6         3.6          1.0         0.2     setosa
10           4.7         3.2          1.3         0.2     setosa
11           4.7         3.2          1.6         0.2     setosa
12           4.8         3.0          1.4         0.1     setosa
13           4.8         3.0          1.4         0.3     setosa
14           4.8         3.1          1.6         0.2     setosa
15           4.8         3.4          1.6         0.2     setosa
16           4.8         3.4          1.9         0.2     setosa
17           4.9         2.4          3.3         1.0 versicolor
18           4.9         2.5          4.5         1.7  virginica
19           4.9         3.0          1.4         0.2     setosa
20           4.9         3.1          1.5         0.1     setosa
21           4.9         3.1          1.5         0.2     setosa
22           4.9         3.6          1.4         0.1     setosa
23           5.0         2.0          3.5         1.0 versicolor
24           5.0         2.3          3.3         1.0 versicolor
25           5.0         3.0          1.6         0.2     setosa
26           5.0         3.2          1.2         0.2     setosa
27           5.0         3.3          1.4         0.2     setosa
28           5.0         3.4          1.5         0.2     setosa
29           5.0         3.4          1.6         0.4     setosa
30           5.0         3.5          1.3         0.3     setosa
31           5.0         3.5          1.6         0.6     setosa
32           5.0         3.6          1.4         0.2     setosa
33           5.1         2.5          3.0         1.1 versicolor
34           5.1         3.3          1.7         0.5     setosa
35           5.1         3.4          1.5         0.2     setosa
36           5.1         3.5          1.4         0.2     setosa
37           5.1         3.5          1.4         0.3     setosa
38           5.1         3.7          1.5         0.4     setosa
39           5.1         3.8          1.5         0.3     setosa
40           5.1         3.8          1.9         0.4     setosa
41           5.1         3.8          1.6         0.2     setosa
42           5.2         2.7          3.9         1.4 versicolor
43           5.2         3.4          1.4         0.2     setosa
44           5.2         3.5          1.5         0.2     setosa
45           5.2         4.1          1.5         0.1     setosa
46           5.3         3.7          1.5         0.2     setosa
47           5.4         3.0          4.5         1.5 versicolor
48           5.4         3.4          1.7         0.2     setosa
49           5.4         3.4          1.5         0.4     setosa
50           5.4         3.7          1.5         0.2     setosa
51           5.4         3.9          1.7         0.4     setosa
52           5.4         3.9          1.3         0.4     setosa
53           5.5         2.3          4.0         1.3 versicolor
54           5.5         2.4          3.8         1.1 versicolor
55           5.5         2.4          3.7         1.0 versicolor
56           5.5         2.5          4.0         1.3 versicolor
57           5.5         2.6          4.4         1.2 versicolor
58           5.5         3.5          1.3         0.2     setosa
59           5.5         4.2          1.4         0.2     setosa
60           5.6         2.5          3.9         1.1 versicolor
61           5.6         2.7          4.2         1.3 versicolor
62           5.6         2.8          4.9         2.0  virginica
63           5.6         2.9          3.6         1.3 versicolor
64           5.6         3.0          4.5         1.5 versicolor
65           5.6         3.0          4.1         1.3 versicolor
66           5.7         2.5          5.0         2.0  virginica
67           5.7         2.6          3.5         1.0 versicolor
68           5.7         2.8          4.5         1.3 versicolor
69           5.7         2.8          4.1         1.3 versicolor
70           5.7         2.9          4.2         1.3 versicolor
71           5.7         3.0          4.2         1.2 versicolor
72           5.7         3.8          1.7         0.3     setosa
73           5.7         4.4          1.5         0.4     setosa
74           5.8         2.6          4.0         1.2 versicolor
75           5.8         2.7          4.1         1.0 versicolor
76           5.8         2.7          3.9         1.2 versicolor
77           5.8         2.7          5.1         1.9  virginica
78           5.8         2.7          5.1         1.9  virginica
79           5.8         2.8          5.1         2.4  virginica
80           5.8         4.0          1.2         0.2     setosa
81           5.9         3.0          4.2         1.5 versicolor
82           5.9         3.0          5.1         1.8  virginica
83           5.9         3.2          4.8         1.8 versicolor
84           6.0         2.2          4.0         1.0 versicolor
85           6.0         2.2          5.0         1.5  virginica
86           6.0         2.7          5.1         1.6 versicolor
87           6.0         2.9          4.5         1.5 versicolor
88           6.0         3.0          4.8         1.8  virginica
89           6.0         3.4          4.5         1.6 versicolor
90           6.1         2.6          5.6         1.4  virginica
91           6.1         2.8          4.0         1.3 versicolor
92           6.1         2.8          4.7         1.2 versicolor
93           6.1         2.9          4.7         1.4 versicolor
94           6.1         3.0          4.6         1.4 versicolor
95           6.1         3.0          4.9         1.8  virginica
96           6.2         2.2          4.5         1.5 versicolor
97           6.2         2.8          4.8         1.8  virginica
98           6.2         2.9          4.3         1.3 versicolor
99           6.2         3.4          5.4         2.3  virginica
100          6.3         2.3          4.4         1.3 versicolor
101          6.3         2.5          4.9         1.5 versicolor
102          6.3         2.5          5.0         1.9  virginica
103          6.3         2.7          4.9         1.8  virginica
104          6.3         2.8          5.1         1.5  virginica
105          6.3         2.9          5.6         1.8  virginica
106          6.3         3.3          4.7         1.6 versicolor
107          6.3         3.3          6.0         2.5  virginica
108          6.3         3.4          5.6         2.4  virginica
109          6.4         2.7          5.3         1.9  virginica
110          6.4         2.8          5.6         2.1  virginica
111          6.4         2.8          5.6         2.2  virginica
112          6.4         2.9          4.3         1.3 versicolor
113          6.4         3.1          5.5         1.8  virginica
114          6.4         3.2          4.5         1.5 versicolor
115          6.4         3.2          5.3         2.3  virginica
116          6.5         2.8          4.6         1.5 versicolor
117          6.5         3.0          5.8         2.2  virginica
118          6.5         3.0          5.5         1.8  virginica
119          6.5         3.0          5.2         2.0  virginica
120          6.5         3.2          5.1         2.0  virginica
121          6.6         2.9          4.6         1.3 versicolor
122          6.6         3.0          4.4         1.4 versicolor
123          6.7         2.5          5.8         1.8  virginica
124          6.7         3.0          5.0         1.7 versicolor
125          6.7         3.0          5.2         2.3  virginica
126          6.7         3.1          4.4         1.4 versicolor
127          6.7         3.1          4.7         1.5 versicolor
128          6.7         3.1          5.6         2.4  virginica
129          6.7         3.3          5.7         2.1  virginica
130          6.7         3.3          5.7         2.5  virginica
131          6.8         2.8          4.8         1.4 versicolor
132          6.8         3.0          5.5         2.1  virginica
133          6.8         3.2          5.9         2.3  virginica
134          6.9         3.1          4.9         1.5 versicolor
135          6.9         3.1          5.4         2.1  virginica
136          6.9         3.1          5.1         2.3  virginica
137          6.9         3.2          5.7         2.3  virginica
138          7.0         3.2          4.7         1.4 versicolor
139          7.1         3.0          5.9         2.1  virginica
140          7.2         3.0          5.8         1.6  virginica
141          7.2         3.2          6.0         1.8  virginica
142          7.2         3.6          6.1         2.5  virginica
143          7.3         2.9          6.3         1.8  virginica
144          7.4         2.8          6.1         1.9  virginica
145          7.6         3.0          6.6         2.1  virginica
146          7.7         2.6          6.9         2.3  virginica
147          7.7         2.8          6.7         2.0  virginica
148          7.7         3.0          6.1         2.3  virginica
149          7.7         3.8          6.7         2.2  virginica
150          7.9         3.8          6.4         2.0  virginica
    Sepal.Length Sepal.Width Petal.Length Petal.Width    Species
1            7.9         3.8          6.4         2.0  virginica
2            7.7         3.8          6.7         2.2  virginica
3            7.7         3.0          6.1         2.3  virginica
4            7.7         2.8          6.7         2.0  virginica
5            7.7         2.6          6.9         2.3  virginica
6            7.6         3.0          6.6         2.1  virginica
7            7.4         2.8          6.1         1.9  virginica
8            7.3         2.9          6.3         1.8  virginica
9            7.2         3.6          6.1         2.5  virginica
10           7.2         3.2          6.0         1.8  virginica
11           7.2         3.0          5.8         1.6  virginica
12           7.1         3.0          5.9         2.1  virginica
13           7.0         3.2          4.7         1.4 versicolor
14           6.9         3.2          5.7         2.3  virginica
15           6.9         3.1          4.9         1.5 versicolor
16           6.9         3.1          5.4         2.1  virginica
17           6.9         3.1          5.1         2.3  virginica
18           6.8         3.2          5.9         2.3  virginica
19           6.8         3.0          5.5         2.1  virginica
20           6.8         2.8          4.8         1.4 versicolor
21           6.7         3.3          5.7         2.1  virginica
22           6.7         3.3          5.7         2.5  virginica
23           6.7         3.1          4.4         1.4 versicolor
24           6.7         3.1          4.7         1.5 versicolor
25           6.7         3.1          5.6         2.4  virginica
26           6.7         3.0          5.0         1.7 versicolor
27           6.7         3.0          5.2         2.3  virginica
28           6.7         2.5          5.8         1.8  virginica
29           6.6         3.0          4.4         1.4 versicolor
30           6.6         2.9          4.6         1.3 versicolor
31           6.5         3.2          5.1         2.0  virginica
32           6.5         3.0          5.8         2.2  virginica
33           6.5         3.0          5.5         1.8  virginica
34           6.5         3.0          5.2         2.0  virginica
35           6.5         2.8          4.6         1.5 versicolor
36           6.4         3.2          4.5         1.5 versicolor
37           6.4         3.2          5.3         2.3  virginica
38           6.4         3.1          5.5         1.8  virginica
39           6.4         2.9          4.3         1.3 versicolor
40           6.4         2.8          5.6         2.1  virginica
41           6.4         2.8          5.6         2.2  virginica
42           6.4         2.7          5.3         1.9  virginica
43           6.3         3.4          5.6         2.4  virginica
44           6.3         3.3          4.7         1.6 versicolor
45           6.3         3.3          6.0         2.5  virginica
46           6.3         2.9          5.6         1.8  virginica
47           6.3         2.8          5.1         1.5  virginica
48           6.3         2.7          4.9         1.8  virginica
49           6.3         2.5          4.9         1.5 versicolor
50           6.3         2.5          5.0         1.9  virginica
51           6.3         2.3          4.4         1.3 versicolor
52           6.2         3.4          5.4         2.3  virginica
53           6.2         2.9          4.3         1.3 versicolor
54           6.2         2.8          4.8         1.8  virginica
55           6.2         2.2          4.5         1.5 versicolor
56           6.1         3.0          4.6         1.4 versicolor
57           6.1         3.0          4.9         1.8  virginica
58           6.1         2.9          4.7         1.4 versicolor
59           6.1         2.8          4.0         1.3 versicolor
60           6.1         2.8          4.7         1.2 versicolor
61           6.1         2.6          5.6         1.4  virginica
62           6.0         3.4          4.5         1.6 versicolor
63           6.0         3.0          4.8         1.8  virginica
64           6.0         2.9          4.5         1.5 versicolor
65           6.0         2.7          5.1         1.6 versicolor
66           6.0         2.2          4.0         1.0 versicolor
67           6.0         2.2          5.0         1.5  virginica
68           5.9         3.2          4.8         1.8 versicolor
69           5.9         3.0          4.2         1.5 versicolor
70           5.9         3.0          5.1         1.8  virginica
71           5.8         4.0          1.2         0.2     setosa
72           5.8         2.8          5.1         2.4  virginica
73           5.8         2.7          4.1         1.0 versicolor
74           5.8         2.7          3.9         1.2 versicolor
75           5.8         2.7          5.1         1.9  virginica
76           5.8         2.7          5.1         1.9  virginica
77           5.8         2.6          4.0         1.2 versicolor
78           5.7         4.4          1.5         0.4     setosa
79           5.7         3.8          1.7         0.3     setosa
80           5.7         3.0          4.2         1.2 versicolor
81           5.7         2.9          4.2         1.3 versicolor
82           5.7         2.8          4.5         1.3 versicolor
83           5.7         2.8          4.1         1.3 versicolor
84           5.7         2.6          3.5         1.0 versicolor
85           5.7         2.5          5.0         2.0  virginica
86           5.6         3.0          4.5         1.5 versicolor
87           5.6         3.0          4.1         1.3 versicolor
88           5.6         2.9          3.6         1.3 versicolor
89           5.6         2.8          4.9         2.0  virginica
90           5.6         2.7          4.2         1.3 versicolor
91           5.6         2.5          3.9         1.1 versicolor
92           5.5         4.2          1.4         0.2     setosa
93           5.5         3.5          1.3         0.2     setosa
94           5.5         2.6          4.4         1.2 versicolor
95           5.5         2.5          4.0         1.3 versicolor
96           5.5         2.4          3.8         1.1 versicolor
97           5.5         2.4          3.7         1.0 versicolor
98           5.5         2.3          4.0         1.3 versicolor
99           5.4         3.9          1.7         0.4     setosa
100          5.4         3.9          1.3         0.4     setosa
101          5.4         3.7          1.5         0.2     setosa
102          5.4         3.4          1.7         0.2     setosa
103          5.4         3.4          1.5         0.4     setosa
104          5.4         3.0          4.5         1.5 versicolor
105          5.3         3.7          1.5         0.2     setosa
106          5.2         4.1          1.5         0.1     setosa
107          5.2         3.5          1.5         0.2     setosa
108          5.2         3.4          1.4         0.2     setosa
109          5.2         2.7          3.9         1.4 versicolor
110          5.1         3.8          1.5         0.3     setosa
111          5.1         3.8          1.9         0.4     setosa
112          5.1         3.8          1.6         0.2     setosa
113          5.1         3.7          1.5         0.4     setosa
114          5.1         3.5          1.4         0.2     setosa
115          5.1         3.5          1.4         0.3     setosa
116          5.1         3.4          1.5         0.2     setosa
117          5.1         3.3          1.7         0.5     setosa
118          5.1         2.5          3.0         1.1 versicolor
119          5.0         3.6          1.4         0.2     setosa
120          5.0         3.5          1.3         0.3     setosa
121          5.0         3.5          1.6         0.6     setosa
122          5.0         3.4          1.5         0.2     setosa
123          5.0         3.4          1.6         0.4     setosa
124          5.0         3.3          1.4         0.2     setosa
125          5.0         3.2          1.2         0.2     setosa
126          5.0         3.0          1.6         0.2     setosa
127          5.0         2.3          3.3         1.0 versicolor
128          5.0         2.0          3.5         1.0 versicolor
129          4.9         3.6          1.4         0.1     setosa
130          4.9         3.1          1.5         0.1     setosa
131          4.9         3.1          1.5         0.2     setosa
132          4.9         3.0          1.4         0.2     setosa
133          4.9         2.5          4.5         1.7  virginica
134          4.9         2.4          3.3         1.0 versicolor
135          4.8         3.4          1.6         0.2     setosa
136          4.8         3.4          1.9         0.2     setosa
137          4.8         3.1          1.6         0.2     setosa
138          4.8         3.0          1.4         0.1     setosa
139          4.8         3.0          1.4         0.3     setosa
140          4.7         3.2          1.3         0.2     setosa
141          4.7         3.2          1.6         0.2     setosa
142          4.6         3.6          1.0         0.2     setosa
143          4.6         3.4          1.4         0.3     setosa
144          4.6         3.2          1.4         0.2     setosa
145          4.6         3.1          1.5         0.2     setosa
146          4.5         2.3          1.3         0.3     setosa
147          4.4         3.2          1.3         0.2     setosa
148          4.4         3.0          1.3         0.2     setosa
149          4.4         2.9          1.4         0.2     setosa
150          4.3         3.0          1.1         0.1     setosa

dplyr documentation built on June 19, 2021, 1:07 a.m.