gimi9 Pandas Profiling

Dataset statistics

Number of variables	26
Number of observations	28
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.5 KiB
Average record size in memory	236.7 B

Variable types

Categorical	8
Text	1
Numeric	17

Dataset

Description	Sample
Author	(주)어메이징푸드솔루션
URL	https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=AFS00000000000000030

Alerts

`0` has constant value ""	Constant
`0.1` has constant value ""	Constant
`0.2` has constant value ""	Constant
`0.02.1` is highly imbalanced (56.1%)	Imbalance
`0.3` is highly imbalanced (77.8%)	Imbalance
`0.21` has 13 (46.4%) zeros	Zeros
`6.3` has 13 (46.4%) zeros	Zeros
`0.02` has 15 (53.6%) zeros	Zeros
`32.76` has 8 (28.6%) zeros	Zeros
`11.2` has 3 (10.7%) zeros	Zeros
`23.1` has 5 (17.9%) zeros	Zeros
`2.1` has 4 (14.3%) zeros	Zeros
`147` has 3 (10.7%) zeros	Zeros
`9.8` has 13 (46.4%) zeros	Zeros
`0.21.1` has 6 (21.4%) zeros	Zeros
`13.3` has 2 (7.1%) zeros	Zeros
`3.71` has 4 (14.3%) zeros	Zeros
`0.07` has 11 (39.3%) zeros	Zeros
`0.63` has 6 (21.4%) zeros	Zeros
`1.26` has 8 (28.6%) zeros	Zeros
`4.08` has 18 (64.3%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 06:12:34.210642
Analysis finished	2023-12-10 06:12:36.136910
Duration	1.93 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

AF007030000001
Categorical

Distinct	4
Distinct (%)	14.3%
Missing	0
Missing (%)	0.0%
Memory size	356.0 B

AF007030000002	11
AF007030000003	8
AF007030000001	7
AF007030000004	2

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	AF007030000001
2nd row	AF007030000001
3rd row	AF007030000001
4th row	AF007030000001
5th row	AF007030000001

Common Values

Value	Count	Frequency (%)
AF007030000002	11	39.3%
AF007030000003	8	28.6%
AF007030000001	7	25.0%
AF007030000004	2	7.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
af007030000002	11	39.3%
af007030000003	8	28.6%
af007030000001	7	25.0%
af007030000004	2	7.1%

A000068
Text

Distinct	19
Distinct (%)	67.9%
Missing	0
Missing (%)	0.0%
Memory size	356.0 B

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	196
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	39.3%

Sample

1st row	A000075
2nd row	A000381
3rd row	A000590
4th row	B001335
5th row	A002577

Value	Count	Frequency (%)
b001335	3	10.7%
a004147	2	7.1%
a003746	2	7.1%
a002758	2	7.1%
a003742	2	7.1%
a002577	2	7.1%
a000075	2	7.1%
b000220	2	7.1%
a000381	1	3.6%
a004148	1	3.6%
Other values (9)	9	32.1%

Most occurring characters

Value	Count	Frequency (%)
0	75	38.3%
A	22	11.2%
2	16	8.2%
3	15	7.7%
7	15	7.7%
4	14	7.1%
5	13	6.6%
1	9	4.6%
B	6	3.1%
8	5	2.6%
Other values (2)	6	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	168	85.7%
Uppercase Letter	28	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	75	44.6%
2	16	9.5%
3	15	8.9%
7	15	8.9%
4	14	8.3%
5	13	7.7%
1	9	5.4%
8	5	3.0%
6	3	1.8%
9	3	1.8%

Uppercase Letter

Value	Count	Frequency (%)
A	22	78.6%
B	6	21.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	168	85.7%
Latin	28	14.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	75	44.6%
2	16	9.5%
3	15	8.9%
7	15	8.9%
4	14	8.3%
5	13	7.7%
1	9	5.4%
8	5	3.0%
6	3	1.8%
9	3	1.8%

Latin

Value	Count	Frequency (%)
A	22	78.6%
B	6	21.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	196	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	75	38.3%
A	22	11.2%
2	16	8.2%
3	15	7.7%
7	15	7.7%
4	14	7.1%
5	13	6.6%
1	9	4.6%
B	6	3.1%
8	5	2.6%
Other values (2)	6	3.1%

0
Categorical

CONSTANT

Distinct	1
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	356.0 B

0	28

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	28	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	28	100.0%

0.21
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	42.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.115

Minimum	0
Maximum	0.85
Zeros	13
Zeros (%)	46.4%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.01
Q3	0.1
95-th percentile	0.57
Maximum	0.85
Range	0.85
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.21729822
Coefficient of variation (CV)	1.8895498
Kurtosis	4.7650206
Mean	0.115
Median Absolute Deviation (MAD)	0.01
Skewness	2.2843207
Sum	3.22
Variance	0.047218519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.0	13	46.4%
0.04	2	7.1%
0.01	2	7.1%
0.1	2	7.1%
0.03	2	7.1%
0.44	1	3.6%
0.64	1	3.6%
0.13	1	3.6%
0.31	1	3.6%
0.07	1	3.6%
Other values (2)	2	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	13	46.4%
0.01	2	7.1%
0.03	2	7.1%
0.04	2	7.1%
0.07	1	3.6%
0.1	2	7.1%
0.13	1	3.6%
0.31	1	3.6%
0.42	1	3.6%
0.44	1	3.6%

Value	Count	Frequency (%)
0.85	1	3.6%
0.64	1	3.6%
0.44	1	3.6%
0.42	1	3.6%
0.31	1	3.6%
0.13	1	3.6%
0.1	2	7.1%
0.07	1	3.6%
0.04	2	7.1%
0.03	2	7.1%

6.3
Real number (ℝ)

ZEROS

Distinct	13
Distinct (%)	46.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9867857

Minimum	0
Maximum	28
Zeros	13
Zeros (%)	46.4%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.1
Q3	0.74
95-th percentile	10
Maximum	28
Range	28
Interquartile range (IQR)	0.74

Descriptive statistics

Standard deviation	5.7110913
Coefficient of variation (CV)	2.8745381
Kurtosis	16.920406
Mean	1.9867857
Median Absolute Deviation (MAD)	0.1
Skewness	3.959598
Sum	55.63
Variance	32.616563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0.0	13	46.4%
0.1	2	7.1%
0.56	2	7.1%
10.0	2	7.1%
0.48	1	3.6%
0.72	1	3.6%
1.8	1	3.6%
0.8	1	3.6%
0.59	1	3.6%
0.18	1	3.6%
Other values (3)	3	10.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	13	46.4%
0.1	2	7.1%
0.18	1	3.6%
0.48	1	3.6%
0.56	2	7.1%
0.59	1	3.6%
0.72	1	3.6%
0.8	1	3.6%
0.84	1	3.6%
0.9	1	3.6%

Value	Count	Frequency (%)
28.0	1	3.6%
10.0	2	7.1%
1.8	1	3.6%
0.9	1	3.6%
0.84	1	3.6%
0.8	1	3.6%
0.72	1	3.6%
0.59	1	3.6%
0.56	2	7.1%
0.48	1	3.6%

0.03
Categorical

Distinct	3
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Memory size	356.0 B

0.0	18
0.01	8
0.04	2

Length

Max length	4
Median length	3
Mean length	3.3571429
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.01
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	18	64.3%
0.01	8	28.6%
0.04	2	7.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	18	64.3%
0.01	8	28.6%
0.04	2	7.1%

0.02
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	21.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0125

Minimum	0
Maximum	0.08
Zeros	15
Zeros (%)	53.6%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.01
95-th percentile	0.05
Maximum	0.08
Range	0.08
Interquartile range (IQR)	0.01

Descriptive statistics

Standard deviation	0.020480343
Coefficient of variation (CV)	1.6384274
Kurtosis	3.5329317
Mean	0.0125
Median Absolute Deviation (MAD)	0
Skewness	1.976225
Sum	0.35
Variance	0.00041944444
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0.0	15	53.6%
0.01	7	25.0%
0.04	2	7.1%
0.05	2	7.1%
0.02	1	3.6%
0.08	1	3.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	15	53.6%
0.01	7	25.0%
0.02	1	3.6%
0.04	2	7.1%
0.05	2	7.1%
0.08	1	3.6%

Value	Count	Frequency (%)
0.08	1	3.6%
0.05	2	7.1%
0.04	2	7.1%
0.02	1	3.6%
0.01	7	25.0%
0.0	15	53.6%

0.04
Categorical

Distinct	5
Distinct (%)	17.9%
Missing	0
Missing (%)	0.0%
Memory size	356.0 B

0.0	17
0.01	7
0.05	2
0.02	1
0.04	1

Length

Max length	4
Median length	3
Mean length	3.3928571
Min length	3

Unique

Unique	2 ?
Unique (%)	7.1%

Sample

1st row	0.0
2nd row	0.01
3rd row	0.0
4th row	0.01
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	17	60.7%
0.01	7	25.0%
0.05	2	7.1%
0.02	1	3.6%
0.04	1	3.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	17	60.7%
0.01	7	25.0%
0.05	2	7.1%
0.02	1	3.6%
0.04	1	3.6%

32.76
Real number (ℝ)

ZEROS

Distinct	17
Distinct (%)	60.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.025357

Minimum	0
Maximum	147
Zeros	8
Zeros (%)	28.6%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.995
Q3	2.72
95-th percentile	61
Maximum	147
Range	147
Interquartile range (IQR)	2.72

Descriptive statistics

Standard deviation	30.945004
Coefficient of variation (CV)	2.8067122
Kurtosis	14.525722
Mean	11.025357
Median Absolute Deviation (MAD)	0.995
Skewness	3.687454
Sum	308.71
Variance	957.5933
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0.0	8	28.6%
0.99	2	7.1%
1.73	2	7.1%
0.97	2	7.1%
61.0	2	7.1%
1.02	1	3.6%
147.0	1	3.6%
2.27	1	3.6%
5.68	1	3.6%
2.59	1	3.6%
Other values (7)	7	25.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	8	28.6%
0.32	1	3.6%
0.48	1	3.6%
0.97	2	7.1%
0.99	2	7.1%
1.0	1	3.6%
1.02	1	3.6%
1.1	1	3.6%
1.73	2	7.1%
2.27	1	3.6%

Value	Count	Frequency (%)
147.0	1	3.6%
61.0	2	7.1%
11.35	1	3.6%
5.68	1	3.6%
3.41	1	3.6%
3.11	1	3.6%
2.59	1	3.6%
2.27	1	3.6%
1.73	2	7.1%
1.1	1	3.6%

11.2
Real number (ℝ)

ZEROS

Distinct	21
Distinct (%)	75.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.2178571

Minimum	0
Maximum	65.4
Zeros	3
Zeros (%)	10.7%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.23
median	1.725
Q3	8.7
95-th percentile	47.76
Maximum	65.4
Range	65.4
Interquartile range (IQR)	8.47

Descriptive statistics

Standard deviation	16.825411
Coefficient of variation (CV)	2.0474207
Kurtosis	9.0155285
Mean	8.2178571
Median Absolute Deviation (MAD)	1.695
Skewness	3.0752564
Sum	230.1
Variance	283.09446
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0.0	3	10.7%
0.63	2	7.1%
0.2	2	7.1%
65.4	2	7.1%
11.56	2	7.1%
15.0	2	7.1%
0.06	1	3.6%
8.4	1	3.6%
1.95	1	3.6%
0.12	1	3.6%
Other values (11)	11	39.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3	10.7%
0.06	1	3.6%
0.12	1	3.6%
0.2	2	7.1%
0.24	1	3.6%
0.3	1	3.6%
0.63	2	7.1%
0.95	1	3.6%
1.2	1	3.6%
1.5	1	3.6%

Value	Count	Frequency (%)
65.4	2	7.1%
15.0	2	7.1%
11.56	2	7.1%
9.6	1	3.6%
8.4	1	3.6%
6.12	1	3.6%
4.8	1	3.6%
4.0	1	3.6%
3.03	1	3.6%
2.25	1	3.6%

23.1
Real number (ℝ)

ZEROS

Distinct	19
Distinct (%)	67.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.1025

Minimum	0
Maximum	95.9
Zeros	5
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.1925
median	3.205
Q3	5.985
95-th percentile	59.7
Maximum	95.9
Range	95.9
Interquartile range (IQR)	4.7925

Descriptive statistics

Standard deviation	23.20887
Coefficient of variation (CV)	1.9176922
Kurtosis	6.2247005
Mean	12.1025
Median Absolute Deviation (MAD)	2.665
Skewness	2.5424017
Sum	338.87
Variance	538.65166
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0.0	5	17.9%
1.38	2	7.1%
3.28	2	7.1%
59.7	2	7.1%
5.87	2	7.1%
32.0	2	7.1%
0.33	1	3.6%
95.9	1	3.6%
7.75	1	3.6%
1.2	1	3.6%
Other values (9)	9	32.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	5	17.9%
0.33	1	3.6%
1.17	1	3.6%
1.2	1	3.6%
1.38	2	7.1%
1.5	1	3.6%
2.4	1	3.6%
2.7	1	3.6%
3.2	1	3.6%
3.21	1	3.6%

Value	Count	Frequency (%)
95.9	1	3.6%
59.7	2	7.1%
32.0	2	7.1%
7.75	1	3.6%
6.33	1	3.6%
5.87	2	7.1%
4.92	1	3.6%
3.8	1	3.6%
3.28	2	7.1%
3.21	1	3.6%

2.1
Real number (ℝ)

ZEROS

Distinct	17
Distinct (%)	60.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.453571

Minimum	0
Maximum	292.9
Zeros	4
Zeros (%)	14.3%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.055
median	0.215
Q3	57.215
95-th percentile	237.6
Maximum	292.9
Range	292.9
Interquartile range (IQR)	57.16

Descriptive statistics

Standard deviation	94.076879
Coefficient of variation (CV)	1.7599737
Kurtosis	0.65554524
Mean	53.453571
Median Absolute Deviation (MAD)	0.215
Skewness	1.4887496
Sum	1496.7
Variance	8850.4591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0.06	4	14.3%
0.0	4	14.3%
3.0	3	10.7%
183.84	2	7.1%
237.6	2	7.1%
0.04	2	7.1%
0.09	1	3.6%
5.6	1	3.6%
292.9	1	3.6%
100.79	1	3.6%
Other values (7)	7	25.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4	14.3%
0.02	1	3.6%
0.04	2	7.1%
0.06	4	14.3%
0.09	1	3.6%
0.1	1	3.6%
0.2	1	3.6%
0.23	1	3.6%
0.3	1	3.6%
3.0	3	10.7%

Value	Count	Frequency (%)
292.9	1	3.6%
237.6	2	7.1%
201.58	1	3.6%
183.84	2	7.1%
100.79	1	3.6%
42.69	1	3.6%
5.6	1	3.6%
3.0	3	10.7%
0.3	1	3.6%
0.23	1	3.6%

70
Real number (ℝ)

Distinct	12
Distinct (%)	42.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.585714

Minimum	0.3
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0.3
5-th percentile	0.535
Q1	1.875
median	3
Q3	10
95-th percentile	89.5
Maximum	100
Range	99.7
Interquartile range (IQR)	8.125

Descriptive statistics

Standard deviation	28.021417
Coefficient of variation (CV)	1.9211549
Kurtosis	5.3756639
Mean	14.585714
Median Absolute Deviation (MAD)	2
Skewness	2.5126253
Sum	408.4
Variance	785.19979
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
3.0	7	25.0%
2.0	3	10.7%
10.0	3	10.7%
5.0	3	10.7%
1.5	2	7.1%
30.0	2	7.1%
1.0	2	7.1%
100.0	2	7.1%
0.5	1	3.6%
0.6	1	3.6%
Other values (2)	2	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3	1	3.6%
0.5	1	3.6%
0.6	1	3.6%
1.0	2	7.1%
1.5	2	7.1%
2.0	3	10.7%
3.0	7	25.0%
5.0	3	10.7%
10.0	3	10.7%
30.0	2	7.1%

Value	Count	Frequency (%)
100.0	2	7.1%
70.0	1	3.6%
30.0	2	7.1%
10.0	3	10.7%
5.0	3	10.7%
3.0	7	25.0%
2.0	3	10.7%
1.5	2	7.1%
1.0	2	7.1%
0.6	1	3.6%

147
Real number (ℝ)

ZEROS

Distinct	21
Distinct (%)	75.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.801786

Minimum	0
Maximum	269.5
Zeros	3
Zeros (%)	10.7%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.8675
median	13.28
Q3	25.05
95-th percentile	123
Maximum	269.5
Range	269.5
Interquartile range (IQR)	21.1825

Descriptive statistics

Standard deviation	56.301404
Coefficient of variation (CV)	1.8891957
Kurtosis	12.563813
Mean	29.801786
Median Absolute Deviation (MAD)	10.15
Skewness	3.379756
Sum	834.45
Variance	3169.8481
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0.0	3	10.7%
13.68	2	7.1%
13.28	2	7.1%
32.4	2	7.1%
4.39	2	7.1%
123.0	2	7.1%
0.24	1	3.6%
269.5	1	3.6%
20.0	1	3.6%
0.41	1	3.6%
Other values (11)	11	39.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3	10.7%
0.24	1	3.6%
0.41	1	3.6%
0.81	1	3.6%
2.3	1	3.6%
4.39	2	7.1%
6.69	1	3.6%
8.13	1	3.6%
9.05	1	3.6%
11.3	1	3.6%

Value	Count	Frequency (%)
269.5	1	3.6%
123.0	2	7.1%
39.5	1	3.6%
36.0	1	3.6%
32.4	2	7.1%
22.6	1	3.6%
20.0	1	3.6%
19.92	1	3.6%
14.5	1	3.6%
13.68	2	7.1%

9.8
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	42.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.275

Minimum	0
Maximum	21
Zeros	13
Zeros (%)	46.4%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.5
Q3	1.4
95-th percentile	15.1725
Maximum	21
Range	21
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	5.4304379
Coefficient of variation (CV)	2.3870057
Kurtosis	9.7399792
Mean	2.275
Median Absolute Deviation (MAD)	0.5
Skewness	3.2292957
Sum	63.7
Variance	29.489656
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.0	13	46.4%
0.5	3	10.7%
4.35	2	7.1%
21.0	2	7.1%
0.69	1	3.6%
2.3	1	3.6%
1.2	1	3.6%
0.8	1	3.6%
2.61	1	3.6%
0.75	1	3.6%
Other values (2)	2	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	13	46.4%
0.5	3	10.7%
0.69	1	3.6%
0.75	1	3.6%
0.8	1	3.6%
1.15	1	3.6%
1.2	1	3.6%
2.0	1	3.6%
2.3	1	3.6%
2.61	1	3.6%

Value	Count	Frequency (%)
21.0	2	7.1%
4.35	2	7.1%
2.61	1	3.6%
2.3	1	3.6%
2.0	1	3.6%
1.2	1	3.6%
1.15	1	3.6%
0.8	1	3.6%
0.75	1	3.6%
0.69	1	3.6%

0.21.1
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	42.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1425

Minimum	0
Maximum	1.19
Zeros	6
Zeros (%)	21.4%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.01
median	0.06
Q3	0.11
95-th percentile	0.6
Maximum	1.19
Range	1.19
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.25728821
Coefficient of variation (CV)	1.8055313
Kurtosis	10.317226
Mean	0.1425
Median Absolute Deviation (MAD)	0.05
Skewness	3.0713041
Sum	3.99
Variance	0.066197222
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.0	6	21.4%
0.1	3	10.7%
0.04	3	10.7%
0.06	3	10.7%
0.01	2	7.1%
0.02	2	7.1%
0.24	2	7.1%
0.6	2	7.1%
0.11	2	7.1%
0.17	1	3.6%
Other values (2)	2	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	6	21.4%
0.01	2	7.1%
0.02	2	7.1%
0.04	3	10.7%
0.06	3	10.7%
0.07	1	3.6%
0.1	3	10.7%
0.11	2	7.1%
0.17	1	3.6%
0.24	2	7.1%

Value	Count	Frequency (%)
1.19	1	3.6%
0.6	2	7.1%
0.24	2	7.1%
0.17	1	3.6%
0.11	2	7.1%
0.1	3	10.7%
0.07	1	3.6%
0.06	3	10.7%
0.04	3	10.7%
0.02	2	7.1%

0.1
Categorical

CONSTANT

Distinct	1
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	356.0 B

0	28

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	28	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	28	100.0%

0.02.1
Categorical

IMBALANCE

Distinct	5
Distinct (%)	17.9%
Missing	0
Missing (%)	0.0%
Memory size	356.0 B

0.0	23
0.07	2
0.21	1
0.05	1
0.28	1

Length

Max length	4
Median length	3
Mean length	3.1785714
Min length	3

Unique

Unique	3 ?
Unique (%)	10.7%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	23	82.1%
0.07	2	7.1%
0.21	1	3.6%
0.05	1	3.6%
0.28	1	3.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	23	82.1%
0.07	2	7.1%
0.21	1	3.6%
0.05	1	3.6%
0.28	1	3.6%

0.2
Categorical

CONSTANT

Distinct	1
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	356.0 B

0	28

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	28	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	28	100.0%

13.3
Real number (ℝ)

ZEROS

Distinct	22
Distinct (%)	78.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.3710714

Minimum	0
Maximum	35.4
Zeros	2
Zeros (%)	7.1%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0.1365
Q1	2.49
median	3.185
Q3	9.95
95-th percentile	29.198
Maximum	35.4
Range	35.4
Interquartile range (IQR)	7.46

Descriptive statistics

Standard deviation	9.3360382
Coefficient of variation (CV)	1.2665782
Kurtosis	4.4032365
Mean	7.3710714
Median Absolute Deviation (MAD)	2.325
Skewness	2.1357915
Sum	206.39
Variance	87.16161
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
2.49	2	7.1%
2.52	2	7.1%
0.0	2	7.1%
35.4	2	7.1%
5.55	2	7.1%
11.0	2	7.1%
0.9	1	3.6%
17.5	1	3.6%
2.65	1	3.6%
17.68	1	3.6%
Other values (12)	12	42.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	7.1%
0.39	1	3.6%
0.9	1	3.6%
1.15	1	3.6%
1.25	1	3.6%
2.49	2	7.1%
2.5	1	3.6%
2.52	2	7.1%
2.65	1	3.6%
2.7	1	3.6%

Value	Count	Frequency (%)
35.4	2	7.1%
17.68	1	3.6%
17.5	1	3.6%
13.26	1	3.6%
11.0	2	7.1%
9.6	1	3.6%
8.88	1	3.6%
5.55	2	7.1%
3.86	1	3.6%
3.78	1	3.6%

3.71
Real number (ℝ)

ZEROS

Distinct	19
Distinct (%)	67.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.07

Minimum	0
Maximum	5.58
Zeros	4
Zeros (%)	14.3%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.175
median	0.54
Q3	0.955
95-th percentile	5.146
Maximum	5.58
Range	5.58
Interquartile range (IQR)	0.78

Descriptive statistics

Standard deviation	1.5705531
Coefficient of variation (CV)	1.4678066
Kurtosis	3.9085368
Mean	1.07
Median Absolute Deviation (MAD)	0.4
Skewness	2.1619267
Sum	29.96
Variance	2.466637
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0.0	4	14.3%
0.51	2	7.1%
0.6	2	7.1%
5.58	2	7.1%
0.2	2	7.1%
1.7	2	7.1%
0.86	2	7.1%
2.43	1	3.6%
4.34	1	3.6%
0.25	1	3.6%
Other values (9)	9	32.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4	14.3%
0.07	1	3.6%
0.08	1	3.6%
0.1	1	3.6%
0.2	2	7.1%
0.24	1	3.6%
0.25	1	3.6%
0.29	1	3.6%
0.51	2	7.1%
0.57	1	3.6%

Value	Count	Frequency (%)
5.58	2	7.1%
4.34	1	3.6%
2.43	1	3.6%
1.7	2	7.1%
1.12	1	3.6%
0.9	1	3.6%
0.86	2	7.1%
0.67	1	3.6%
0.6	2	7.1%
0.57	1	3.6%

0.3
Categorical

IMBALANCE

Distinct	2
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Memory size	356.0 B

0.0	27
0.84	1

Length

Max length	4
Median length	3
Mean length	3.0357143
Min length	3

Unique

Unique	1 ?
Unique (%)	3.6%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	27	96.4%
0.84	1	3.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	27	96.4%
0.84	1	3.6%

0.07
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	42.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.20464286

Minimum	0
Maximum	2
Zeros	11
Zeros (%)	39.3%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.015
Q3	0.1125
95-th percentile	1.1535
Maximum	2
Range	2
Interquartile range (IQR)	0.1125

Descriptive statistics

Standard deviation	0.46629733
Coefficient of variation (CV)	2.2785908
Kurtosis	9.6044025
Mean	0.20464286
Median Absolute Deviation (MAD)	0.015
Skewness	3.0994898
Sum	5.73
Variance	0.2174332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.0	11	39.3%
0.01	3	10.7%
0.03	2	7.1%
0.51	2	7.1%
0.1	2	7.1%
0.02	2	7.1%
0.15	1	3.6%
0.28	1	3.6%
1.5	1	3.6%
0.38	1	3.6%
Other values (2)	2	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	11	39.3%
0.01	3	10.7%
0.02	2	7.1%
0.03	2	7.1%
0.07	1	3.6%
0.1	2	7.1%
0.15	1	3.6%
0.28	1	3.6%
0.38	1	3.6%
0.51	2	7.1%

Value	Count	Frequency (%)
2.0	1	3.6%
1.5	1	3.6%
0.51	2	7.1%
0.38	1	3.6%
0.28	1	3.6%
0.15	1	3.6%
0.1	2	7.1%
0.07	1	3.6%
0.03	2	7.1%
0.02	2	7.1%

0.63
Real number (ℝ)

ZEROS

Distinct	14
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.53607143

Minimum	0
Maximum	3.18
Zeros	6
Zeros (%)	21.4%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.08
median	0.11
Q3	0.225
95-th percentile	2.837
Maximum	3.18
Range	3.18
Interquartile range (IQR)	0.145

Descriptive statistics

Standard deviation	0.9656291
Coefficient of variation (CV)	1.8013068
Kurtosis	2.7935102
Mean	0.53607143
Median Absolute Deviation (MAD)	0.1
Skewness	2.0231469
Sum	15.01
Variance	0.93243955
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0.0	6	21.4%
0.11	5	17.9%
0.09	2	7.1%
3.18	2	7.1%
0.19	2	7.1%
2.2	2	7.1%
0.1	2	7.1%
0.22	1	3.6%
0.05	1	3.6%
0.2	1	3.6%
Other values (4)	4	14.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	6	21.4%
0.05	1	3.6%
0.09	2	7.1%
0.1	2	7.1%
0.11	5	17.9%
0.16	1	3.6%
0.19	2	7.1%
0.2	1	3.6%
0.22	1	3.6%
0.24	1	3.6%

Value	Count	Frequency (%)
3.18	2	7.1%
2.2	2	7.1%
1.68	1	3.6%
0.39	1	3.6%
0.24	1	3.6%
0.22	1	3.6%
0.2	1	3.6%
0.19	2	7.1%
0.16	1	3.6%
0.11	5	17.9%

1.26
Real number (ℝ)

ZEROS

Distinct	17
Distinct (%)	60.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.38714286

Minimum	0
Maximum	4.27
Zeros	8
Zeros (%)	28.6%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.085
Q3	0.2
95-th percentile	1.8
Maximum	4.27
Range	4.27
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.89281435
Coefficient of variation (CV)	2.3061625
Kurtosis	13.789012
Mean	0.38714286
Median Absolute Deviation (MAD)	0.085
Skewness	3.5517414
Sum	10.84
Variance	0.79711746
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0.0	8	28.6%
0.01	2	7.1%
0.12	2	7.1%
0.2	2	7.1%
1.8	2	7.1%
0.58	1	3.6%
4.27	1	3.6%
0.04	1	3.6%
0.07	1	3.6%
0.18	1	3.6%
Other values (7)	7	25.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	8	28.6%
0.01	2	7.1%
0.04	1	3.6%
0.05	1	3.6%
0.07	1	3.6%
0.08	1	3.6%
0.09	1	3.6%
0.12	2	7.1%
0.14	1	3.6%
0.17	1	3.6%

Value	Count	Frequency (%)
4.27	1	3.6%
1.8	2	7.1%
0.6	1	3.6%
0.58	1	3.6%
0.31	1	3.6%
0.2	2	7.1%
0.18	1	3.6%
0.17	1	3.6%
0.14	1	3.6%
0.12	2	7.1%

4.08
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	32.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.424643

Minimum	0
Maximum	125.67
Zeros	18
Zeros (%)	64.3%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3.7
95-th percentile	74.6295
Maximum	125.67
Range	125.67
Interquartile range (IQR)	3.7

Descriptive statistics

Standard deviation	29.296151
Coefficient of variation (CV)	2.8102786
Kurtosis	10.073991
Mean	10.424643
Median Absolute Deviation (MAD)	0
Skewness	3.2144485
Sum	291.89
Variance	858.26448
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0.0	18	64.3%
0.02	2	7.1%
4.0	2	7.1%
51.6	1	3.6%
3.6	1	3.6%
10.63	1	3.6%
125.67	1	3.6%
5.32	1	3.6%
87.03	1	3.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	18	64.3%
0.02	2	7.1%
3.6	1	3.6%
4.0	2	7.1%
5.32	1	3.6%
10.63	1	3.6%
51.6	1	3.6%
87.03	1	3.6%
125.67	1	3.6%

Value	Count	Frequency (%)
125.67	1	3.6%
87.03	1	3.6%
51.6	1	3.6%
10.63	1	3.6%
5.32	1	3.6%
4.0	2	7.1%
3.6	1	3.6%
0.02	2	7.1%
0.0	18	64.3%

First rows
Last rows

	AF007030000001	A000068	0.21	6.3	0.03	0.02	0.04	32.76	11.2	23.1	2.1	70	147	9.8	0.21.1	0.02.1	13.3	3.71	0.07	0.63	1.26	4.08
0	AF007030000001	A000075	0.0	0.1	0.0	0.01	0.0	0.99	0.63	1.38	183.84	3.0	13.68	4.35	0.01	0.0	2.49	0.51	0.0	0.11	0.01	0.0
1	AF007030000001	A000381	0.44	0.48	0.01	0.02	0.01	0.32	0.95	3.21	0.23	1.5	36.0	0.0	0.17	0.0	3.86	0.86	0.15	0.22	0.6	51.6
2	AF007030000001	A000590	0.04	0.0	0.0	0.0	0.0	0.48	6.12	3.2	0.02	0.5	2.3	0.0	0.1	0.0	2.97	0.07	0.28	0.09	0.09	0.0
3	AF007030000001	B001335	0.0	0.56	0.0	0.01	0.01	1.73	0.2	3.28	0.06	2.0	13.28	0.5	0.04	0.0	2.52	0.6	0.0	0.11	0.12	0.0
4	AF007030000001	A002577	0.0	0.0	0.0	0.0	0.0	0.0	0.24	0.0	201.58	0.6	0.81	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
5	AF007030000001	A003742	0.64	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.5	0.0	0.0	0.0	0.21	13.26	0.0	1.5	0.0	0.0	0.0
6	AF007030000001	A004148	0.04	0.72	0.0	0.0	0.0	3.41	2.25	1.17	0.06	3.0	8.13	0.69	0.02	0.0	0.39	0.1	0.0	0.05	0.05	3.6
7	AF007030000002	B000220	0.0	0.0	0.01	0.04	0.0	0.0	65.4	59.7	237.6	30.0	32.4	0.0	0.24	0.0	35.4	5.58	0.03	3.18	0.0	0.0
8	AF007030000002	A003746	0.01	0.0	0.01	0.0	0.0	0.97	11.56	5.87	0.04	1.0	4.39	0.0	0.1	0.07	5.55	0.2	0.51	0.19	0.2	0.02
9	AF007030000002	B001335	0.0	0.56	0.0	0.01	0.01	1.73	0.2	3.28	0.06	2.0	13.28	0.5	0.04	0.0	2.52	0.6	0.0	0.11	0.12	0.0

	AF007030000001	A000068	0.21	6.3	0.03	0.02	0.04	32.76	11.2	23.1	2.1	70	147	9.8	0.21.1	0.02.1	13.3	3.71	0.07	0.63	1.26	4.08
18	AF007030000003	B000220	0.0	0.0	0.01	0.04	0.0	0.0	65.4	59.7	237.6	30.0	32.4	0.0	0.24	0.0	35.4	5.58	0.03	3.18	0.0	0.0
19	AF007030000003	A002758	0.1	10.0	0.04	0.05	0.05	61.0	15.0	32.0	3.0	100.0	123.0	21.0	0.6	0.0	11.0	1.7	0.1	2.2	1.8	4.0
20	AF007030000003	A004146	0.0	0.18	0.0	0.0	0.0	1.0	1.2	1.5	0.0	5.0	9.05	0.5	0.04	0.0	1.15	0.24	0.01	0.09	0.08	0.0
21	AF007030000003	B001335	0.0	0.84	0.0	0.01	0.02	2.59	0.3	4.92	0.09	3.0	19.92	0.75	0.06	0.0	3.78	0.9	0.0	0.16	0.18	0.0
22	AF007030000003	A004147	0.07	0.9	0.0	0.0	0.01	5.68	4.8	1.2	0.1	5.0	11.3	1.15	0.06	0.0	1.25	0.29	0.01	0.1	0.07	5.32
23	AF007030000003	A003742	0.85	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	2.0	0.0	0.0	0.0	0.28	17.68	0.0	2.0	0.0	0.0	0.0
24	AF007030000003	A002577	0.0	0.0	0.0	0.0	0.0	0.0	0.12	0.0	100.79	0.3	0.41	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
25	AF007030000003	A003746	0.01	0.0	0.01	0.0	0.0	0.97	11.56	5.87	0.04	1.0	4.39	0.0	0.1	0.07	5.55	0.2	0.51	0.19	0.2	0.02
26	AF007030000004	A000074	0.03	0.0	0.0	0.0	0.01	2.27	1.95	7.75	292.9	5.0	20.0	2.0	0.11	0.0	2.65	0.25	0.02	0.39	0.04	0.0
27	AF007030000004	A000335	0.42	28.0	0.0	0.08	0.04	147.0	8.4	95.9	5.6	70.0	269.5	0.0	1.19	0.0	17.5	4.34	0.07	1.68	4.27	87.03

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Sample