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ap-Codkelden/tips.csv

Last active November 5, 2023 22:09
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Tips data from Bryant & Smith’s 1995 text on business statistics, obtained from the R reshape2 package
Raw
tips.csv
We can make this file beautiful and searchable if this error is corrected: No commas found in this CSV file in line 0.
"total_bill" "tip" "sex" "smoker" "day" "time" "size"
16.99 1.01 "Female" "No" "Sun" "Dinner" 2
10.34 1.66 "Male" "No" "Sun" "Dinner" 3
21.01 3.5 "Male" "No" "Sun" "Dinner" 3
23.68 3.31 "Male" "No" "Sun" "Dinner" 2
24.59 3.61 "Female" "No" "Sun" "Dinner" 4
25.29 4.71 "Male" "No" "Sun" "Dinner" 4
8.77 2 "Male" "No" "Sun" "Dinner" 2
26.88 3.12 "Male" "No" "Sun" "Dinner" 4
15.04 1.96 "Male" "No" "Sun" "Dinner" 2
14.78 3.23 "Male" "No" "Sun" "Dinner" 2
10.27 1.71 "Male" "No" "Sun" "Dinner" 2
35.26 5 "Female" "No" "Sun" "Dinner" 4
15.42 1.57 "Male" "No" "Sun" "Dinner" 2
18.43 3 "Male" "No" "Sun" "Dinner" 4
14.83 3.02 "Female" "No" "Sun" "Dinner" 2
21.58 3.92 "Male" "No" "Sun" "Dinner" 2
10.33 1.67 "Female" "No" "Sun" "Dinner" 3
16.29 3.71 "Male" "No" "Sun" "Dinner" 3
16.97 3.5 "Female" "No" "Sun" "Dinner" 3
20.65 3.35 "Male" "No" "Sat" "Dinner" 3
17.92 4.08 "Male" "No" "Sat" "Dinner" 2
20.29 2.75 "Female" "No" "Sat" "Dinner" 2
15.77 2.23 "Female" "No" "Sat" "Dinner" 2
39.42 7.58 "Male" "No" "Sat" "Dinner" 4
19.82 3.18 "Male" "No" "Sat" "Dinner" 2
17.81 2.34 "Male" "No" "Sat" "Dinner" 4
13.37 2 "Male" "No" "Sat" "Dinner" 2
12.69 2 "Male" "No" "Sat" "Dinner" 2
21.7 4.3 "Male" "No" "Sat" "Dinner" 2
19.65 3 "Female" "No" "Sat" "Dinner" 2
9.55 1.45 "Male" "No" "Sat" "Dinner" 2
18.35 2.5 "Male" "No" "Sat" "Dinner" 4
15.06 3 "Female" "No" "Sat" "Dinner" 2
20.69 2.45 "Female" "No" "Sat" "Dinner" 4
17.78 3.27 "Male" "No" "Sat" "Dinner" 2
24.06 3.6 "Male" "No" "Sat" "Dinner" 3
16.31 2 "Male" "No" "Sat" "Dinner" 3
16.93 3.07 "Female" "No" "Sat" "Dinner" 3
18.69 2.31 "Male" "No" "Sat" "Dinner" 3
31.27 5 "Male" "No" "Sat" "Dinner" 3
16.04 2.24 "Male" "No" "Sat" "Dinner" 3
17.46 2.54 "Male" "No" "Sun" "Dinner" 2
13.94 3.06 "Male" "No" "Sun" "Dinner" 2
9.68 1.32 "Male" "No" "Sun" "Dinner" 2
30.4 5.6 "Male" "No" "Sun" "Dinner" 4
18.29 3 "Male" "No" "Sun" "Dinner" 2
22.23 5 "Male" "No" "Sun" "Dinner" 2
32.4 6 "Male" "No" "Sun" "Dinner" 4
28.55 2.05 "Male" "No" "Sun" "Dinner" 3
18.04 3 "Male" "No" "Sun" "Dinner" 2
12.54 2.5 "Male" "No" "Sun" "Dinner" 2
10.29 2.6 "Female" "No" "Sun" "Dinner" 2
34.81 5.2 "Female" "No" "Sun" "Dinner" 4
9.94 1.56 "Male" "No" "Sun" "Dinner" 2
25.56 4.34 "Male" "No" "Sun" "Dinner" 4
19.49 3.51 "Male" "No" "Sun" "Dinner" 2
38.01 3 "Male" "Yes" "Sat" "Dinner" 4
26.41 1.5 "Female" "No" "Sat" "Dinner" 2
11.24 1.76 "Male" "Yes" "Sat" "Dinner" 2
48.27 6.73 "Male" "No" "Sat" "Dinner" 4
20.29 3.21 "Male" "Yes" "Sat" "Dinner" 2
13.81 2 "Male" "Yes" "Sat" "Dinner" 2
11.02 1.98 "Male" "Yes" "Sat" "Dinner" 2
18.29 3.76 "Male" "Yes" "Sat" "Dinner" 4
17.59 2.64 "Male" "No" "Sat" "Dinner" 3
20.08 3.15 "Male" "No" "Sat" "Dinner" 3
16.45 2.47 "Female" "No" "Sat" "Dinner" 2
3.07 1 "Female" "Yes" "Sat" "Dinner" 1
20.23 2.01 "Male" "No" "Sat" "Dinner" 2
15.01 2.09 "Male" "Yes" "Sat" "Dinner" 2
12.02 1.97 "Male" "No" "Sat" "Dinner" 2
17.07 3 "Female" "No" "Sat" "Dinner" 3
26.86 3.14 "Female" "Yes" "Sat" "Dinner" 2
25.28 5 "Female" "Yes" "Sat" "Dinner" 2
14.73 2.2 "Female" "No" "Sat" "Dinner" 2
10.51 1.25 "Male" "No" "Sat" "Dinner" 2
17.92 3.08 "Male" "Yes" "Sat" "Dinner" 2
27.2 4 "Male" "No" "Thur" "Lunch" 4
22.76 3 "Male" "No" "Thur" "Lunch" 2
17.29 2.71 "Male" "No" "Thur" "Lunch" 2
19.44 3 "Male" "Yes" "Thur" "Lunch" 2
16.66 3.4 "Male" "No" "Thur" "Lunch" 2
10.07 1.83 "Female" "No" "Thur" "Lunch" 1
32.68 5 "Male" "Yes" "Thur" "Lunch" 2
15.98 2.03 "Male" "No" "Thur" "Lunch" 2
34.83 5.17 "Female" "No" "Thur" "Lunch" 4
13.03 2 "Male" "No" "Thur" "Lunch" 2
18.28 4 "Male" "No" "Thur" "Lunch" 2
24.71 5.85 "Male" "No" "Thur" "Lunch" 2
21.16 3 "Male" "No" "Thur" "Lunch" 2
28.97 3 "Male" "Yes" "Fri" "Dinner" 2
22.49 3.5 "Male" "No" "Fri" "Dinner" 2
5.75 1 "Female" "Yes" "Fri" "Dinner" 2
16.32 4.3 "Female" "Yes" "Fri" "Dinner" 2
22.75 3.25 "Female" "No" "Fri" "Dinner" 2
40.17 4.73 "Male" "Yes" "Fri" "Dinner" 4
27.28 4 "Male" "Yes" "Fri" "Dinner" 2
12.03 1.5 "Male" "Yes" "Fri" "Dinner" 2
21.01 3 "Male" "Yes" "Fri" "Dinner" 2
12.46 1.5 "Male" "No" "Fri" "Dinner" 2
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
18.71 4 "Male" "Yes" "Thur" "Lunch" 3
12.74 2.01 "Female" "Yes" "Thur" "Lunch" 2
13 2 "Female" "Yes" "Thur" "Lunch" 2
16.4 2.5 "Female" "Yes" "Thur" "Lunch" 2
20.53 4 "Male" "Yes" "Thur" "Lunch" 4
16.47 3.23 "Female" "Yes" "Thur" "Lunch" 3
26.59 3.41 "Male" "Yes" "Sat" "Dinner" 3
38.73 3 "Male" "Yes" "Sat" "Dinner" 4
24.27 2.03 "Male" "Yes" "Sat" "Dinner" 2
12.76 2.23 "Female" "Yes" "Sat" "Dinner" 2
30.06 2 "Male" "Yes" "Sat" "Dinner" 3
25.89 5.16 "Male" "Yes" "Sat" "Dinner" 4
48.33 9 "Male" "No" "Sat" "Dinner" 4
13.27 2.5 "Female" "Yes" "Sat" "Dinner" 2
28.17 6.5 "Female" "Yes" "Sat" "Dinner" 3
12.9 1.1 "Female" "Yes" "Sat" "Dinner" 2
28.15 3 "Male" "Yes" "Sat" "Dinner" 5
11.59 1.5 "Male" "Yes" "Sat" "Dinner" 2
7.74 1.44 "Male" "Yes" "Sat" "Dinner" 2
30.14 3.09 "Female" "Yes" "Sat" "Dinner" 4
12.16 2.2 "Male" "Yes" "Fri" "Lunch" 2
13.42 3.48 "Female" "Yes" "Fri" "Lunch" 2
8.58 1.92 "Male" "Yes" "Fri" "Lunch" 1
15.98 3 "Female" "No" "Fri" "Lunch" 3
13.42 1.58 "Male" "Yes" "Fri" "Lunch" 2
16.27 2.5 "Female" "Yes" "Fri" "Lunch" 2
10.09 2 "Female" "Yes" "Fri" "Lunch" 2
20.45 3 "Male" "No" "Sat" "Dinner" 4
13.28 2.72 "Male" "No" "Sat" "Dinner" 2
22.12 2.88 "Female" "Yes" "Sat" "Dinner" 2
24.01 2 "Male" "Yes" "Sat" "Dinner" 4
15.69 3 "Male" "Yes" "Sat" "Dinner" 3
11.61 3.39 "Male" "No" "Sat" "Dinner" 2
10.77 1.47 "Male" "No" "Sat" "Dinner" 2
15.53 3 "Male" "Yes" "Sat" "Dinner" 2
10.07 1.25 "Male" "No" "Sat" "Dinner" 2
12.6 1 "Male" "Yes" "Sat" "Dinner" 2
32.83 1.17 "Male" "Yes" "Sat" "Dinner" 2
35.83 4.67 "Female" "No" "Sat" "Dinner" 3
29.03 5.92 "Male" "No" "Sat" "Dinner" 3
27.18 2 "Female" "Yes" "Sat" "Dinner" 2
22.67 2 "Male" "Yes" "Sat" "Dinner" 2
17.82 1.75 "Male" "No" "Sat" "Dinner" 2
18.78 3 "Female" "No" "Thur" "Dinner" 2
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