DataFrame
NO COMPARISON TARGET
200
ROWS
0
DUPLICATES
17.7 kb
RAM
11
FEATURES
1
CATEGORICAL
10
NUMERICAL
0
TEXT
2.1.0
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
var1
VALUES:
200
(100%)
MISSING:
---
DISTINCT:
200
(100%)
ZEROES:
---
MAX
203
95%
149
Q3
71
AVG
8
MEDIAN
7
Q1
-50
5%
-131
MIN
-256
RANGE
459
IQR
121
STD
86.5
VAR
7,479
KURT.
-0.139
SKEW
-0.165
SUM
1,609
2
var2
VALUES:
200
(100%)
MISSING:
---
DISTINCT:
200
(100%)
ZEROES:
---
MAX
120
95%
89
Q3
39
MEDIAN
3
AVG
-0
Q1
-46
5%
-83
MIN
-176
RANGE
297
IQR
84.5
STD
54.3
VAR
2,949
KURT.
-0.564
SKEW
-0.088
SUM
-92.2
3
var3
VALUES:
200
(100%)
MISSING:
---
DISTINCT:
200
(100%)
ZEROES:
---
MAX
87
95%
66
Q3
42
MEDIAN
20
AVG
15
Q1
-11
5%
-45
MIN
-88
RANGE
175
IQR
53.9
STD
35.6
VAR
1,267
KURT.
-0.475
SKEW
-0.372
SUM
3,033
4
var4
VALUES:
200
(100%)
MISSING:
---
DISTINCT:
200
(100%)
ZEROES:
---
MAX
85
95%
43
Q3
15
AVG
-10
MEDIAN
-14
Q1
-34
5%
-64
MIN
-104
RANGE
189
IQR
48.9
STD
34.1
VAR
1,160
KURT.
-0.327
SKEW
0.136
SUM
-2,056
5
var5
VALUES:
200
(100%)
MISSING:
---
DISTINCT:
200
(100%)
ZEROES:
---
MAX
317
95%
208
Q3
95
AVG
7
MEDIAN
-16
Q1
-85
5%
-155
MIN
-225
RANGE
542
IQR
180
STD
118
VAR
13,948
KURT.
-0.739
SKEW
0.385
SUM
1,343
6
var6
VALUES:
200
(100%)
MISSING:
---
DISTINCT:
200
(100%)
ZEROES:
---
MAX
28.4
95%
18.3
Q3
7.9
MEDIAN
1.8
AVG
1.2
Q1
-6.3
5%
-15.1
MIN
-36.8
RANGE
65.2
IQR
14.2
STD
10.8
VAR
118
KURT.
0.415
SKEW
-0.220
SUM
244
7
var7
VALUES:
200
(100%)
MISSING:
---
DISTINCT:
200
(100%)
ZEROES:
---
MAX
234
95%
88
Q3
33
MEDIAN
-24
AVG
-25
Q1
-81
5%
-147
MIN
-218
RANGE
453
IQR
114
STD
77.0
VAR
5,926
KURT.
0.002
SKEW
0.050
SUM
-5,079
8
var8
VALUES:
200
(100%)
MISSING:
---
DISTINCT:
200
(100%)
ZEROES:
---
MAX
44.9
95%
29.6
Q3
12.7
AVG
0.1
MEDIAN
-0.3
Q1
-12.7
5%
-29.4
MIN
-38.3
RANGE
83.2
IQR
25.4
STD
17.8
VAR
318
KURT.
-0.518
SKEW
0.125
SUM
24.3
9
var9
VALUES:
200
(100%)
MISSING:
---
DISTINCT:
200
(100%)
ZEROES:
---
MAX
14.6
95%
8.6
Q3
2.9
AVG
0.2
MEDIAN
0.2
Q1
-2.8
5%
-7.7
MIN
-13.8
RANGE
28.4
IQR
5.73
STD
4.96
VAR
24.6
KURT.
0.307
SKEW
0.169
SUM
39.4
10
var10
VALUES:
200
(100%)
MISSING:
---
DISTINCT:
200
(100%)
ZEROES:
---
MAX
148
95%
103
Q3
41
AVG
-1
MEDIAN
-5
Q1
-45
5%
-85
MIN
-154
RANGE
302
IQR
85.1
STD
59.7
VAR
3,563
KURT.
-0.484
SKEW
0.242
SUM
-110
11
target
VALUES:
200
(100%)
MISSING:
---
DISTINCT:
2
(1%)
Associations
[Only including dataset "DataFrame"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). 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, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
var1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

var9
-0.13
var3
0.12
var10
0.06
var4
-0.06
var2
0.04
var7
-0.04
var6
-0.04
var8
0.03
var5
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

target
0.09
MOST FREQUENT VALUES

12.450961701323711
1
0.5%
32.52509700452341
1
0.5%
56.55095560606507
1
0.5%
130.52700375432025
1
0.5%
-86.35128684033567
1
0.5%
-83.27276612060707
1
0.5%
-59.22299642900578
1
0.5%
149.02830337055423
1
0.5%
-82.35197173587899
1
0.5%
-77.6278794593077
1
0.5%
-100.4022565703002
1
0.5%
72.49169429153692
1
0.5%
-36.58325769861474
1
0.5%
112.79060176958546
1
0.5%
-72.14977396362349
1
0.5%
SMALLEST VALUES

-255.5010662424596
1
0.5%
-211.74738221119048
1
0.5%
-197.4798456817129
1
0.5%
-180.5246525020909
1
0.5%
-176.88971060069207
1
0.5%
-174.33061661996416
1
0.5%
-158.41624104048674
1
0.5%
-156.3268014947511
1
0.5%
-151.13088918555138
1
0.5%
-139.46868231157748
1
0.5%
-130.4968916572322
1
0.5%
-116.4990808575144
1
0.5%
-113.83653400222256
1
0.5%
-113.43100083915934
1
0.5%
-113.04478854768962
1
0.5%
LARGEST VALUES

203.18950747783043
1
0.5%
190.35389498638185
1
0.5%
189.5720864143068
1
0.5%
189.17505540979556
1
0.5%
182.7851546759857
1
0.5%
170.00475506682085
1
0.5%
163.5308150690984
1
0.5%
153.76447776212368
1
0.5%
151.36703248910317
1
0.5%
149.63888932151224
1
0.5%
149.02830337055423
1
0.5%
139.72160558756897
1
0.5%
132.09312858790173
1
0.5%
130.52700375432025
1
0.5%
129.24499518449142
1
0.5%
var2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

var4
0.76
var3
0.69
var5
0.42
var10
0.31
var7
-0.20
var9
0.11
var6
-0.09
var8
0.07
var1
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

target
0.19
MOST FREQUENT VALUES

68.68076281636085
1
0.5%
-34.71960282593238
1
0.5%
30.846680366178298
1
0.5%
-50.610250923679885
1
0.5%
120.31189752553811
1
0.5%
40.20631471996113
1
0.5%
-22.37042894116732
1
0.5%
-28.25569034995501
1
0.5%
42.39051474253853
1
0.5%
3.9384964258878994
1
0.5%
-12.489701279207964
1
0.5%
-14.413845702692717
1
0.5%
90.2072221518326
1
0.5%
16.778569846282952
1
0.5%
-115.72534852584891
1
0.5%
SMALLEST VALUES

-176.3426823750722
1
0.5%
-115.72534852584891
1
0.5%
-97.83579312382184
1
0.5%
-96.32473730289128
1
0.5%
-91.95471062463966
1
0.5%
-87.14696629612662
1
0.5%
-85.63302144726241
1
0.5%
-83.12437716097666
1
0.5%
-82.92520012388859
1
0.5%
-82.9030342508398
1
0.5%
-82.5652790867078
1
0.5%
-82.02233875284867
1
0.5%
-79.95472754821984
1
0.5%
-77.732728402289
1
0.5%
-77.46032388586072
1
0.5%
LARGEST VALUES

120.31189752553811
1
0.5%
113.75314535780672
1
0.5%
111.1578204271419
1
0.5%
99.6076395589487
1
0.5%
97.7839558371134
1
0.5%
96.5829710093853
1
0.5%
91.13692984429814
1
0.5%
90.57383567230325
1
0.5%
90.2072221518326
1
0.5%
89.34522691697228
1
0.5%
88.50927131335031
1
0.5%
80.74903253507736
1
0.5%
78.76022488918947
1
0.5%
76.3278382049333
1
0.5%
75.4979425362577
1
0.5%
var3
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

var2
0.69
var5
0.46
var10
0.37
var7
-0.33
var4
0.14
var1
0.12
var8
0.06
var6
-0.03
var9
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

target
0.39
MOST FREQUENT VALUES

49.41276270712182
1
0.5%
-11.374232726702056
1
0.5%
9.56102889057502
1
0.5%
32.67990250305168
1
0.5%
54.57526183895974
1
0.5%
11.842515074007697
1
0.5%
37.85404661648999
1
0.5%
23.55421425018696
1
0.5%
34.64758750158662
1
0.5%
19.12424274581508
1
0.5%
26.06872017274627
1
0.5%
19.00055962085845
1
0.5%
34.855762030322644
1
0.5%
-40.13537184548623
1
0.5%
54.43851645529414
1
0.5%
SMALLEST VALUES

-87.84591035733557
1
0.5%
-75.99043454476947
1
0.5%
-60.90435490812385
1
0.5%
-59.24866041000089
1
0.5%
-59.15696859266918
1
0.5%
-52.5490357551092
1
0.5%
-50.98515308583519
1
0.5%
-50.151910838736846
1
0.5%
-47.16416447739663
1
0.5%
-46.74008104713277
1
0.5%
-45.10699873181282
1
0.5%
-44.83156188946168
1
0.5%
-43.92147621250457
1
0.5%
-42.625229881106286
1
0.5%
-42.45592731849728
1
0.5%
LARGEST VALUES

87.34487174806
1
0.5%
81.43837730928304
1
0.5%
80.53297565310343
1
0.5%
77.40289465920094
1
0.5%
77.03904292033606
1
0.5%
76.14296316868896
1
0.5%
72.93572079819741
1
0.5%
70.57484123787498
1
0.5%
69.72284587401228
1
0.5%
68.75026336025208
1
0.5%
65.73109980541172
1
0.5%
64.32872606279022
1
0.5%
63.5720818816163
1
0.5%
63.26677378100427
1
0.5%
63.02560189044105
1
0.5%
var4
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

var2
0.76
var5
0.41
var7
-0.24
var10
-0.19
var3
0.14
var6
-0.13
var9
0.12
var8
0.06
var1
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

target
0.25
MOST FREQUENT VALUES

-20.210612458078177
1
0.5%
-21.512802102072275