total_bill
float64
3.07
50.8
tip
float64
1
10
sex
stringclasses
2 values
smoker
stringclasses
2 values
day
stringclasses
4 values
time
stringclasses
2 values
size
int64
1
6
11.35
2.5
Female
Yes
Fri
Dinner
2
15.38
3
Female
Yes
Fri
Dinner
2
44.3
2.5
Female
Yes
Sat
Dinner
3
22.42
3.48
Female
Yes
Sat
Dinner
2
20.92
4.08
Female
No
Sat
Dinner
2
15.36
1.64
Male
Yes
Sat
Dinner
2
20.49
4.06
Male
Yes
Sat
Dinner
2
25.21
4.29
Male
Yes
Sat
Dinner
2
18.24
3.76
Male
No
Sat
Dinner
2
14.31
4
Female
Yes
Sat
Dinner
2
14
3
Male
No
Sat
Dinner
2
7.25
1
Female
No
Sat
Dinner
1
38.07
4
Male
No
Sun
Dinner
3
23.95
2.55
Male
No
Sun
Dinner
2
25.71
4
Female
No
Sun
Dinner
3
17.31
3.5
Female
No
Sun
Dinner
2
29.93
5.07
Male
No
Sun
Dinner
4
10.65
1.5
Female
No
Thur
Lunch
2
12.43
1.8
Female
No
Thur
Lunch
2
24.08
2.92
Female
No
Thur
Lunch
4
11.69
2.31
Male
No
Thur
Lunch
2
13.42
1.68
Female
No
Thur
Lunch
2
14.26
2.5
Male
No
Thur
Lunch
2
15.95
2
Male
No
Thur
Lunch
2
12.48
2.52
Female
No
Thur
Lunch
2
29.8
4.2
Female
No
Thur
Lunch
6
8.52
1.48
Male
No
Thur
Lunch
2
14.52
2
Female
No
Thur
Lunch
2
11.38
2
Female
No
Thur
Lunch
2
22.82
2.18
Male
No
Thur
Lunch
3
19.08
1.5
Male
No
Thur
Lunch
2
20.27
2.83
Female
No
Thur
Lunch
2
11.17
1.5
Female
No
Thur
Lunch
2
12.26
2
Female
No
Thur
Lunch
2
18.26
3.25
Female
No
Thur
Lunch
2
8.51
1.25
Female
No
Thur
Lunch
2
10.33
2
Female
No
Thur
Lunch
2
14.15
2
Female
No
Thur
Lunch
2
16
2
Male
Yes
Thur
Lunch
2
13.16
2.75
Female
No
Thur
Lunch
2
17.47
3.5
Female
No
Thur
Lunch
2
34.3
6.7
Male
No
Thur
Lunch
6
41.19
5
Male
No
Thur
Lunch
5
27.05
5
Female
No
Thur
Lunch
6
16.43
2.3
Female
No
Thur
Lunch
2
8.35
1.5
Female
No
Thur
Lunch
2
18.64
1.36
Female
No
Thur
Lunch
3
11.87
1.63
Female
No
Thur
Lunch
2
9.78
1.73
Male
No
Thur
Lunch
2
7.51
2
Male
No
Thur
Lunch
2
14.07
2.5
Male
No
Sun
Dinner
2
13.13
2
Male
No
Sun
Dinner
2
17.26
2.74
Male
No
Sun
Dinner
3
24.55
2
Male
No
Sun
Dinner
4
19.77
2
Male
No
Sun
Dinner
4
29.85
5.14
Female
No
Sun
Dinner
5
48.17
5
Male
No
Sun
Dinner
6
25
3.75
Female
No
Sun
Dinner
4
13.39
2.61
Female
No
Sun
Dinner
2
16.49
2
Male
No
Sun
Dinner
4
21.5
3.5
Male
No
Sun
Dinner
4
12.66
2.5
Male
No
Sun
Dinner
2
16.21
2
Female
No
Sun
Dinner
3
13.81
2
Male
No
Sun
Dinner
2
17.51
3
Female
Yes
Sun
Dinner
2
24.52
3.48
Male
No
Sun
Dinner
3
20.76
2.24
Male
No
Sun
Dinner
2
31.71
4.5
Male
No
Sun
Dinner
4
10.59
1.61
Female
Yes
Sat
Dinner
2
10.63
2
Female
Yes
Sat
Dinner
2
50.81
10
Male
Yes
Sat
Dinner
3
15.81
3.16
Male
Yes
Sat
Dinner
2
7.25
5.15
Male
Yes
Sun
Dinner
2
31.85
3.18
Male
Yes
Sun
Dinner
2
16.82
4
Male
Yes
Sun
Dinner
2
32.9
3.11
Male
Yes
Sun
Dinner
2
17.89
2
Male
Yes
Sun
Dinner
2
14.48
2
Male
Yes
Sun
Dinner
2
9.6
4
Female
Yes
Sun
Dinner
2
34.63
3.55
Male
Yes
Sun
Dinner
2
34.65
3.68
Male
Yes
Sun
Dinner
4
23.33
5.65
Male
Yes
Sun
Dinner
2
45.35
3.5
Male
Yes
Sun
Dinner
3
23.17
6.5
Male
Yes
Sun
Dinner
4
40.55
3
Male
Yes
Sun
Dinner
2
20.69
5
Male
No
Sun
Dinner
5
20.9
3.5
Female
Yes
Sun
Dinner
3
30.46
2
Male
Yes
Sun
Dinner
5
18.15
3.5
Female
Yes
Sun
Dinner
3
23.1
4
Male
Yes
Sun
Dinner
3
15.69
1.5
Male
Yes
Sun
Dinner
2
19.81
4.19
Female
Yes
Thur
Lunch
2
28.44
2.56
Male
Yes
Thur
Lunch
2
15.48
2.02
Male
Yes
Thur
Lunch
2
16.58
4
Male
Yes
Thur
Lunch
2
7.56
1.44
Male
No
Thur
Lunch
2
10.34
2
Male
Yes
Thur
Lunch
2
43.11
5
Female
Yes
Thur
Lunch
4
13
2
Female
Yes
Thur
Lunch
2
13.51
2
Male
Yes
Thur
Lunch
2