diff --git "a/index.html" "b/index.html" --- "a/index.html" +++ "b/index.html" @@ -1,24 +1,2857 @@ - - - - - - My static Space - - - -
-

Welcome to your static Space!

-

- You can modify this app directly by editing index.html in the - Files and versions tab. -

-

- Also don't forget to check the - Spaces documentation. -

-
- - + + + + + + + + + + + + + + + +
+ + +
+ + + + + +
+
+ +
DataFrame
+
NO COMPARISON TARGET
+
+
+
244
+
ROWS
+
+
+
+
1
+
DUPLICATES
+
+
+
+
65.5 kb
+
RAM
+
+
+
+
+ 7 +
+
FEATURES
+
+
+
+
+
5
+
CATEGORICAL
+
+
+
+
2
+
NUMERICAL
+
+
+
+
0
+
TEXT
+
+
+ +
+
+
+ + + +
+ +
+ 2.1.4
+ Get updates, docs & report issues here
+ Created & maintained by Francois Bertrand
+ Graphic design by Jean-Francois Hains +
+
+
+ + + +
+
+
+
+
+ + +
+ 1 +
+
+ total_bill + +
+
+
VALUES:
+
+ 244 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 229 +
+
+ (94%) +
+
+
+
+
+
ZEROES:
+
+ --- +
+
+ +
+
+
+ +
+
+
MAX
+
50.8
+
+
+
95%
+
38.1
+
+
+
Q3
+
24.1
+
+
+
AVG
+
19.8
+
+
+
MEDIAN
+
17.8
+
+
+
Q1
+
13.3
+
+
+
5%
+
9.6
+
+
+
MIN
+
3.1
+
+
+
+
+
RANGE
+
47.7
+
+
+
IQR
+
10.8
+
+
+
STD
+
8.90
+
+
+
VAR
+
79.3
+
+
+
+
+
KURT.
+
1.22
+
+
+
SKEW
+
1.13
+
+
+
SUM
+
4,828
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 2 +
+
+ tip + +
+
+
VALUES:
+
+ 244 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 123 +
+
+ (50%) +
+
+
+
+
+
ZEROES:
+
+ --- +
+
+ +
+
+
+ +
+
+
MAX
+
10.00
+
+
+
95%
+
5.20
+
+
+
Q3
+
3.56
+
+
+
AVG
+
3.00
+
+
+
MEDIAN
+
2.90
+
+
+
Q1
+
2.00
+
+
+
5%
+
1.44
+
+
+
MIN
+
1.00
+
+
+
+
+
RANGE
+
9.00
+
+
+
IQR
+
1.56
+
+
+
STD
+
1.38
+
+
+
VAR
+
1.91
+
+
+
+
+
KURT.
+
3.65
+
+
+
SKEW
+
1.47
+
+
+
SUM
+
732
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 3 +
+
+ sex +
+
+
VALUES:
+
+ 244 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 2 +
+
+ (<1%) +
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 4 +
+
+ smoker +
+
+
VALUES:
+
+ 244 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 2 +
+
+ (<1%) +
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 5 +
+
+ day +
+
+
VALUES:
+
+ 244 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 4 +
+
+ (2%) +
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 6 +
+
+ time +
+
+
VALUES:
+
+ 244 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 2 +
+
+ (<1%) +
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 7 +
+
+ size +
+
+
VALUES:
+
+ 244 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 6 +
+
+ (2%) +
+
+
+ +
+ +
+
+
+ + +
+
+
+ + Associations +
+ [Only including dataset "DataFrame"]
+ ■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, + (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP). +

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity. +
+ +
+
+ +
+
+ + Associations +
+ [Only including dataset "None"]
+ ■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, + (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP). +

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity. +
+ +
+
+ + + +
+
+ +
+
+ total_bill +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+ + +
+ + + + +
+ + + + + +
+ + > +
+
NUMERICAL ASSOCIATIONS
+
+ (PEARSON, -1 to 1) +
+ +
+
+
tip
+
0.68
+
+
+
CATEGORICAL ASSOCIATIONS
+
+ (CORRELATION RATIO, 0 to 1) +
+
+
+
size
+
0.61
+
+
+
time
+
0.18
+
+
+
day
+
0.18
+
+
+
sex
+
0.14
+
+
+
smoker
+
0.09
+
+
+
+ +
+ +
+
MOST FREQUENT VALUES
+
+
+
13.42
+
+
3
+
1.2%
+
+
+
+
13.81
+
+
2
+
0.8%
+
+
+
+
15.98
+
+
2
+
0.8%
+
+
+
+
17.92
+
+
2
+
0.8%
+
+
+
+
10.07
+
+
2
+
0.8%
+
+
+
+
13.0
+
+
2
+
0.8%
+
+
+
+
10.33
+
+
2
+
0.8%
+
+
+
+
15.69
+
+
2
+
0.8%
+
+
+
+
7.25
+
+
2
+
0.8%
+
+
+
+
18.29
+
+
2
+
0.8%
+
+
+
+
20.29
+
+
2
+
0.8%
+
+
+
+
10.34
+
+
2
+
0.8%
+
+
+
+
20.69
+
+
2
+
0.8%
+
+
+
+
21.01
+
+
2
+
0.8%
+
+
+
+
17.51
+
+
1
+
0.4%
+
+
+
+
+ +
+ +
+
SMALLEST VALUES
+
+
+
3.07
+
+
1
+
0.4%
+
+
+
+
5.75
+
+
1
+
0.4%
+
+
+
+
7.25
+
+
2
+
0.8%
+
+
+
+
7.51
+
+
1
+
0.4%
+
+
+
+
7.56
+
+
1
+
0.4%
+
+
+
+
7.74
+
+
1
+
0.4%
+
+
+
+
8.35
+
+
1
+
0.4%
+
+
+
+
8.51
+
+
1
+
0.4%
+
+
+
+
8.52
+
+
1
+
0.4%
+
+
+
+
8.58
+
+
1
+
0.4%
+
+
+
+
8.77
+
+
1
+
0.4%
+
+
+
+
9.55
+
+
1
+
0.4%
+
+
+
+
9.6
+
+
1
+
0.4%
+
+
+
+
9.68
+
+
1
+
0.4%
+
+
+
+
9.78
+
+
1
+
0.4%
+
+
+
+
+ +
+ +
+
LARGEST VALUES
+
+
+
50.81
+
+
1
+
0.4%
+
+
+
+
48.33
+
+
1
+
0.4%
+
+
+
+
48.27
+
+
1
+
0.4%
+
+
+
+
48.17
+
+
1
+
0.4%
+
+
+
+
45.35
+
+
1
+
0.4%
+
+
+
+
44.3
+
+
1
+
0.4%
+
+
+
+
43.11
+
+
1
+
0.4%
+
+
+
+
41.19
+
+
1
+
0.4%
+
+
+
+
40.55
+
+
1
+
0.4%
+
+
+
+
40.17
+
+
1
+
0.4%
+
+
+
+
39.42
+
+
1
+
0.4%
+
+
+
+
38.73
+
+
1
+
0.4%
+
+
+
+
38.07
+
+
1
+
0.4%
+
+
+
+
38.01
+
+
1
+
0.4%
+
+
+
+
35.83
+
+
1
+
0.4%
+
+
+
+
+ +
+
+
+
+ +
+
+ tip +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+ + +
+ + + + +
+ + + + + +
+ + > +
+
NUMERICAL ASSOCIATIONS
+
+ (PEARSON, -1 to 1) +
+ +
+
+
total_bill
+
0.68
+
+
+
CATEGORICAL ASSOCIATIONS
+
+ (CORRELATION RATIO, 0 to 1) +
+
+
+
size
+
0.50
+
+
+
day
+
0.14
+
+
+
time
+
0.12
+
+
+
sex
+
0.09
+
+
+
smoker
+
0.01
+
+
+
+ +
+ +
+
MOST FREQUENT VALUES
+
+
+
2.0
+
+
33
+
13.5%
+
+
+
+
3.0
+
+
23
+
9.4%
+
+
+
+
4.0
+
+
12
+
4.9%
+
+
+
+
5.0
+
+
10
+
4.1%
+
+
+
+
2.5
+
+
10
+
4.1%
+
+
+
+
1.5
+
+
9
+
3.7%
+
+
+
+
3.5
+
+
9
+
3.7%
+
+
+
+
1.0
+
+
4
+
1.6%
+
+
+
+
3.48
+
+
3
+
1.2%
+
+
+
+
1.25
+
+
3
+
1.2%
+
+
+
+
3.18
+
+
2
+
0.8%
+
+
+
+
4.3
+
+
2
+
0.8%
+
+
+
+
1.44
+
+
2
+
0.8%
+
+
+
+
2.01
+
+
2
+
0.8%
+
+
+
+
2.75
+
+
2
+
0.8%
+
+
+
+
+ +
+ +
+
SMALLEST VALUES
+
+
+
1.0
+
+
4
+
1.6%
+
+
+
+
1.01
+
+
1
+
0.4%
+
+
+
+
1.1
+
+
1
+
0.4%
+
+
+
+
1.17
+
+
1
+
0.4%
+
+
+
+
1.25
+
+
3
+
1.2%
+
+
+
+
1.32
+
+
1
+
0.4%
+
+
+
+
1.36
+
+
1
+
0.4%
+
+
+
+
1.44
+
+
2
+
0.8%
+
+
+
+
1.45
+
+
1
+
0.4%
+
+
+
+
1.47
+
+
1
+
0.4%
+
+
+
+
1.48
+
+
1
+
0.4%
+
+
+
+
1.5
+
+
9
+
3.7%
+
+
+
+
1.56
+
+
1
+
0.4%
+
+
+
+
1.57
+
+
1
+
0.4%
+
+
+
+
1.58
+
+
1
+
0.4%
+
+
+
+
+ +
+ +
+
LARGEST VALUES
+
+
+
10.0
+
+
1
+
0.4%
+
+
+
+
9.0
+
+
1
+
0.4%
+
+
+
+
7.58
+
+
1
+
0.4%
+
+
+
+
6.73
+
+
1
+
0.4%
+
+
+
+
6.7
+
+
1
+
0.4%
+
+
+
+
6.5
+
+
2
+
0.8%
+
+
+
+
6.0
+
+
1
+
0.4%
+
+
+
+
5.92
+
+
1
+
0.4%
+
+
+
+
5.85
+
+
1
+
0.4%
+
+
+
+
5.65
+
+
1
+
0.4%
+
+
+
+
5.6
+
+
1
+
0.4%
+
+
+
+
5.2
+
+
1
+
0.4%
+
+
+
+
5.17
+
+
1
+
0.4%
+
+
+
+
5.16
+
+
1
+
0.4%
+
+
+
+
5.15
+
+
1
+
0.4%
+
+
+
+
+ +
+
+
+
+ +
+
+ sex +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+ + + +
+ +
+
TOP CATEGORIES
+
+
+ +
+ +
+
+ + +
+ +
Male
+ + +
+
157
+
64%
+
+ +
+
+ +
Female
+ + +
+
87
+
36%
+
+ +
+
+
+
+ +
ALL
+ + +
+
244
+
100%
+
+ +
+
+
+ + +
+ + +
+ +
+ CATEGORICAL ASSOCIATIONS
+ (UNCERTAINTY COEFFICIENT, 0 to 1) +
+
sex
+ PROVIDES INFORMATION ON...
+
+
+
time
+
0.03
+
+
+
day
+
0.02
+
+
+
size
+
0.01
+
+
+
smoker
+
0.00
+
+
+
THESE FEATURES
GIVE INFORMATION
+ ON sex:
+
+
+
day
+
0.04
+
+
+
time
+
0.03
+
+
+
size
+
0.02
+
+
+
smoker
+
0.00
+
+
+ +
+ NUMERICAL ASSOCIATIONS
+ (CORRELATION RATIO, 0 to 1) +
+
sex
+ CORRELATION RATIO WITH...
+
+
+
total_bill
+
0.14
+
+
+
tip
+
0.09
+
+
+
+
+
+
+
+ +
+
+ smoker +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+ + + +
+ +
+
TOP CATEGORIES
+
+
+ +
+ +
+
+ + +
+ +
No
+ + +
+
151
+
62%
+
+ +
+
+ +
Yes
+ + +
+
93
+
38%
+
+ +
+
+
+
+ +
ALL
+ + +
+
244
+
100%
+
+ +
+
+
+ + +
+ + +
+ +
+ CATEGORICAL ASSOCIATIONS
+ (UNCERTAINTY COEFFICIENT, 0 to 1) +
+
smoker
+ PROVIDES INFORMATION ON...
+
+
+
day
+
0.04
+
+
+
size
+
0.01
+
+
+
time
+
0.00
+
+
+
sex
+
0.00
+
+
+
THESE FEATURES
GIVE INFORMATION
+ ON smoker:
+
+
+
day
+
0.08
+
+
+
size
+
0.02
+
+
+
time
+
0.00
+
+
+
sex
+
0.00
+
+
+ +
+ NUMERICAL ASSOCIATIONS
+ (CORRELATION RATIO, 0 to 1) +
+
smoker
+ CORRELATION RATIO WITH...
+
+
+
total_bill
+
0.09
+
+
+
tip
+
0.01
+
+
+
+
+
+
+
+ +
+
+ day +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+ + + +
+ +
+
TOP CATEGORIES
+
+
+ +
+ +
+
+ + +
+ +
Sat
+ + +
+
87
+
36%
+
+ +
+
+ +
Sun
+ + +
+
76
+
31%
+
+ +
+
+ +
Thur
+ + +
+
62
+
25%
+
+ +
+
+ +
Fri
+ + +
+
19
+
8%
+
+ +
+
+
+
+ +
ALL
+ + +
+
244
+
100%
+
+ +
+
+
+ + +
+ + +
+ +
+ CATEGORICAL ASSOCIATIONS
+ (UNCERTAINTY COEFFICIENT, 0 to 1) +
+
day
+ PROVIDES INFORMATION ON...
+
+
+
time
+
0.88
+
+
+
smoker
+
0.08
+
+
+
size
+
0.06
+
+
+
sex
+
0.04
+
+
+
THESE FEATURES
GIVE INFORMATION
+ ON day:
+
+
+
time
+
0.41
+
+
+
size
+
0.05
+
+
+
smoker
+
0.04
+
+
+
sex
+
0.02
+
+
+ +
+ NUMERICAL ASSOCIATIONS
+ (CORRELATION RATIO, 0 to 1) +
+
day
+ CORRELATION RATIO WITH...
+
+
+
total_bill
+
0.18
+
+
+
tip
+
0.14
+
+
+
+
+
+
+
+ +
+
+ time +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+ + + +
+ +
+
TOP CATEGORIES
+
+
+ +
+ +
+
+ + +
+ +
Dinner
+ + +
+
176
+
72%
+
+ +
+
+ +
Lunch
+ + +
+
68
+
28%
+
+ +
+
+
+
+ +
ALL
+ + +
+
244
+
100%
+
+ +
+
+
+ + +
+ + +
+ +
+ CATEGORICAL ASSOCIATIONS
+ (UNCERTAINTY COEFFICIENT, 0 to 1) +
+
time
+ PROVIDES INFORMATION ON...
+
+
+
day
+
0.41
+
+
+
sex
+
0.03
+
+
+
size
+
0.03
+
+
+
smoker
+
0.00
+
+
+
THESE FEATURES
GIVE INFORMATION
+ ON time:
+
+
+
day
+
0.88
+
+
+
size
+
0.06
+
+
+
sex
+
0.03
+
+
+
smoker
+
0.00
+
+
+ +
+ NUMERICAL ASSOCIATIONS
+ (CORRELATION RATIO, 0 to 1) +
+
time
+ CORRELATION RATIO WITH...
+
+
+
total_bill
+
0.18
+
+
+
tip
+
0.12
+
+
+
+
+
+
+
+ +
+
+ size +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+ + + +
+ +
+
TOP CATEGORIES
+
+
+ +
+ +
+
+ + +
+ +
2
+ + +
+
156
+
64%
+
+ +
+
+ +
3
+ + +
+
38
+
16%
+
+ +
+
+ +
4
+ + +
+
37
+
15%
+
+ +
+
+ +
5
+ + +
+
5
+
2%
+
+ +
+
+ +
1
+ + +
+
4
+
2%
+
+ +
+
+ +
6
+ + +
+
4
+
2%
+
+ +
+
+
+
+ +
ALL
+ + +
+
244
+
100%
+
+ +
+
+
+ + +
+ + +
+ +
+ CATEGORICAL ASSOCIATIONS
+ (UNCERTAINTY COEFFICIENT, 0 to 1) +
+
size
+ PROVIDES INFORMATION ON...
+
+
+
time
+
0.06
+
+
+
day
+
0.05
+
+
+
smoker
+
0.02
+
+
+
sex
+
0.02
+
+
+
THESE FEATURES
GIVE INFORMATION
+ ON size:
+
+
+
day
+
0.06
+
+
+
time
+
0.03
+
+
+
smoker
+
0.01
+
+
+
sex
+
0.01
+
+
+ +
+ NUMERICAL ASSOCIATIONS
+ (CORRELATION RATIO, 0 to 1) +
+
size
+ CORRELATION RATIO WITH...
+
+
+
total_bill
+
0.61
+
+
+
tip
+
0.50
+
+
+
+
+
+
+
+ + \ No newline at end of file