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Wine DOE
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Description
Data from a fractional factorial for profiling a new wine. The last 5 columns are the taste values from a panel of judges. Higher values are a better overall taste.
Data source
Actual data; used for the ChE4C3/6C3 take-home exam.
Data shape
16
rows and
13
columns
Usage restrictions
None
Contact person
Kevin Dunn
Contact details
[email protected]
Added here on
17 March 2011 21:29
Last updated
11 November 2018 16:35
Load this dataset in Python
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import pandas as pd df = pd.read_csv("https://openmv.net/file/wine-doe.csv") df.describe()
Preview (first 10 rows)
A
B
C
D
E
F
G
H
T1
T2
T3
T4
T5
-1
-1
-1
-1
-1
-1
-1
-1
4
10
3
6
9
+1
-1
-1
-1
-1
+1
+1
+1
6
9
2
2
7
-1
+1
-1
-1
+1
-1
+1
+1
2
3
6
5
1
+1
+1
-1
-1
+1
+1
-1
-1
7
7
9
7
4
-1
-1
+1
-1
+1
+1
+1
-1
8
8
5
8
6
+1
-1
+1
-1
+1
-1
-1
+1
0
4
1
0
0
-1
+1
+1
-1
-1
+1
-1
+1
10
11
10
11
13
+1
+1
+1
-1
-1
-1
+1
-1
1
0
0
1
2
-1
-1
-1
+1
+1
+1
-1
+1
15
14
13
13
14
+1
-1
-1
+1
+1
-1
+1
-1
9
5
12
9
10
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