gimi9 Pandas Profiling

Dataset statistics

Number of variables	25
Number of observations	36
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.0 KiB
Average record size in memory	227.7 B

Variable types

Categorical	6
Numeric	18
Text	1

Dataset

Description	기타 가축통계(면양)
Author	농림축산식품부
URL	https://data.mafra.go.kr/opendata/data/indexOpenDataDetail.do?data_id=20220216000000001950

Alerts

`2013` has constant value ""	Constant
`1.1` is highly imbalanced (52.2%)	Imbalance
`0.1` is highly imbalanced (81.7%)	Imbalance
`0.2` is highly imbalanced (81.7%)	Imbalance
`0.4` is highly imbalanced (81.7%)	Imbalance
`0.5` is highly imbalanced (81.7%)	Imbalance
`1` has unique values	Unique
`'94` has unique values	Unique
`32` has 7 (19.4%) zeros	Zeros
`9` has 8 (22.2%) zeros	Zeros
`5` has 11 (30.6%) zeros	Zeros
`5.1` has 13 (36.1%) zeros	Zeros
`5.2` has 16 (44.4%) zeros	Zeros
`0` has 13 (36.1%) zeros	Zeros
`2` has 12 (33.3%) zeros	Zeros
`5.3` has 15 (41.7%) zeros	Zeros
`1517` has 7 (19.4%) zeros	Zeros
`22` has 7 (19.4%) zeros	Zeros
`34` has 10 (27.8%) zeros	Zeros
`77` has 12 (33.3%) zeros	Zeros
`112` has 15 (41.7%) zeros	Zeros
`0.3` has 13 (36.1%) zeros	Zeros
`182` has 12 (33.3%) zeros	Zeros
`680` has 15 (41.7%) zeros	Zeros
`410` has 30 (83.3%) zeros	Zeros

Reproduction

Analysis started	2023-12-11 03:37:05.687716
Analysis finished	2023-12-11 03:37:05.890262
Duration	0.2 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

2013
Categorical

CONSTANT

Distinct	1
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	420.0 B

2013	36

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2013
2nd row	2013
3rd row	2013
4th row	2013
5th row	2013

Common Values

Value	Count	Frequency (%)
2013	36	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2013	36	100.0%

1
Real number (ℝ)

UNIQUE

Distinct	36
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.5

Minimum	2
Maximum	37
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	2
5-th percentile	3.75
Q1	10.75
median	19.5
Q3	28.25
95-th percentile	35.25
Maximum	37
Range	35
Interquartile range (IQR)	17.5

Descriptive statistics

Standard deviation	10.535654
Coefficient of variation (CV)	0.54028994
Kurtosis	-1.2
Mean	19.5
Median Absolute Deviation (MAD)	9
Skewness	0
Sum	702
Variance	111
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
2	1	2.8%
21	1	2.8%
23	1	2.8%
24	1	2.8%
25	1	2.8%
26	1	2.8%
27	1	2.8%
28	1	2.8%
29	1	2.8%
30	1	2.8%
Other values (26)	26	72.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	2.8%
3	1	2.8%
4	1	2.8%
5	1	2.8%
6	1	2.8%
7	1	2.8%
8	1	2.8%
9	1	2.8%
10	1	2.8%
11	1	2.8%

Value	Count	Frequency (%)
37	1	2.8%
36	1	2.8%
35	1	2.8%
34	1	2.8%
33	1	2.8%
32	1	2.8%
31	1	2.8%
30	1	2.8%
29	1	2.8%
28	1	2.8%

'94
Text

UNIQUE

Distinct	36
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	420.0 B

Length

Max length	6
Median length	4.5
Mean length	2.6111111
Min length	2

Characters and Unicode

Total characters	94
Distinct characters	34
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

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

Unique

Unique	36 ?
Unique (%)	100.0%

Sample

1st row	'95
2nd row	'96
3rd row	'97
4th row	'98
5th row	'99

Value	Count	Frequency (%)
95	1	2.8%
96	1	2.8%
경기	1	2.8%
부산	1	2.8%
대구	1	2.8%
인천	1	2.8%
광주	1	2.8%
대전	1	2.8%
울산	1	2.8%
강원	1	2.8%
Other values (26)	26	72.2%

Most occurring characters

Value	Count	Frequency (%)
'	18	19.1%
0	12	12.8%
1	7	7.4%
9	7	7.4%
경	3	3.2%
북	3	3.2%
2	3	3.2%
남	3	3.2%
전	3	3.2%
8	2	2.1%
Other values (24)	33	35.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40	42.6%
Other Letter	34	36.2%
Other Punctuation	19	20.2%
Initial Punctuation	1	1.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
경	3	8.8%
북	3	8.8%
남	3	8.8%
전	3	8.8%
주	2	5.9%
충	2	5.9%
울	2	5.9%
산	2	5.9%
대	2	5.9%
세	1	2.9%
Other values (11)	11	32.4%

Decimal Number

Value	Count	Frequency (%)
0	12	30.0%
1	7	17.5%
9	7	17.5%
2	3	7.5%
8	2	5.0%
7	2	5.0%
3	2	5.0%
6	2	5.0%
5	2	5.0%
4	1	2.5%

Other Punctuation

Value	Count	Frequency (%)
'	18	94.7%
.	1	5.3%

Initial Punctuation

Value	Count	Frequency (%)
‘	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60	63.8%
Hangul	34	36.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
경	3	8.8%
북	3	8.8%
남	3	8.8%
전	3	8.8%
주	2	5.9%
충	2	5.9%
울	2	5.9%
산	2	5.9%
대	2	5.9%
세	1	2.9%
Other values (11)	11	32.4%

Common

Value	Count	Frequency (%)
'	18	30.0%
0	12	20.0%
1	7	11.7%
9	7	11.7%
2	3	5.0%
8	2	3.3%
7	2	3.3%
3	2	3.3%
6	2	3.3%
5	2	3.3%
Other values (3)	3	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	59	62.8%
Hangul	34	36.2%
Punctuation	1	1.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	18	30.5%
0	12	20.3%
1	7	11.9%
9	7	11.9%
2	3	5.1%
8	2	3.4%
7	2	3.4%
3	2	3.4%
6	2	3.4%
5	2	3.4%
Other values (2)	2	3.4%

Hangul

Value	Count	Frequency (%)
경	3	8.8%
북	3	8.8%
남	3	8.8%
전	3	8.8%
주	2	5.9%
충	2	5.9%
울	2	5.9%
산	2	5.9%
대	2	5.9%
세	1	2.9%
Other values (11)	11	32.4%

Punctuation

Value	Count	Frequency (%)
‘	1	100.0%

32
Real number (ℝ)

ZEROS

Distinct	24
Distinct (%)	66.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.25

Minimum	0
Maximum	179
Zeros	7
Zeros (%)	19.4%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.75
median	25
Q3	65
95-th percentile	170.5
Maximum	179
Range	179
Interquartile range (IQR)	61.25

Descriptive statistics

Standard deviation	57.822573
Coefficient of variation (CV)	1.2778469
Kurtosis	0.62248395
Mean	45.25
Median Absolute Deviation (MAD)	22
Skewness	1.3974901
Sum	1629
Variance	3343.45
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	7	19.4%
32	3	8.3%
33	2	5.6%
3	2	5.6%
65	2	5.6%
4	2	5.6%
118	1	2.8%
11	1	2.8%
12	1	2.8%
15	1	2.8%
Other values (14)	14	38.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	19.4%
3	2	5.6%
4	2	5.6%
8	1	2.8%
9	1	2.8%
10	1	2.8%
11	1	2.8%
12	1	2.8%
15	1	2.8%
23	1	2.8%

Value	Count	Frequency (%)
179	1	2.8%
178	1	2.8%
168	1	2.8%
162	1	2.8%
156	1	2.8%
118	1	2.8%
103	1	2.8%
74	1	2.8%
65	2	5.6%
36	1	2.8%

9
Real number (ℝ)

ZEROS

Distinct	23
Distinct (%)	63.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.444444

Minimum	0
Maximum	94
Zeros	8
Zeros (%)	22.2%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	7.5
Q3	27
95-th percentile	85.25
Maximum	94
Range	94
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	27.729762
Coefficient of variation (CV)	1.426102
Kurtosis	1.5150192
Mean	19.444444
Median Absolute Deviation (MAD)	7.5
Skewness	1.6455387
Sum	700
Variance	768.93968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	8	22.2%
5	3	8.3%
8	2	5.6%
1	2	5.6%
9	2	5.6%
10	2	5.6%
66	1	2.8%
2	1	2.8%
3	1	2.8%
7	1	2.8%
Other values (13)	13	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	22.2%
1	2	5.6%
2	1	2.8%
3	1	2.8%
4	1	2.8%
5	3	8.3%
6	1	2.8%
7	1	2.8%
8	2	5.6%
9	2	5.6%

Value	Count	Frequency (%)
94	1	2.8%
86	1	2.8%
85	1	2.8%
71	1	2.8%
66	1	2.8%
46	1	2.8%
44	1	2.8%
31	1	2.8%
30	1	2.8%
26	1	2.8%

5
Real number (ℝ)

ZEROS

Distinct	19
Distinct (%)	52.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.5277778

Minimum	0
Maximum	42
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3.5
Q3	13.5
95-th percentile	35.5
Maximum	42
Range	42
Interquartile range (IQR)	13.5

Descriptive statistics

Standard deviation	11.823671
Coefficient of variation (CV)	1.3864892
Kurtosis	1.7795687
Mean	8.5277778
Median Absolute Deviation (MAD)	3.5
Skewness	1.6149042
Sum	307
Variance	139.79921
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	11	30.6%
4	4	11.1%
2	4	11.1%
1	2	5.6%
26	1	2.8%
7	1	2.8%
17	1	2.8%
19	1	2.8%
34	1	2.8%
21	1	2.8%
Other values (9)	9	25.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
1	2	5.6%
2	4	11.1%
3	1	2.8%
4	4	11.1%
5	1	2.8%
6	1	2.8%
7	1	2.8%
10	1	2.8%
13	1	2.8%

Value	Count	Frequency (%)
42	1	2.8%
40	1	2.8%
34	1	2.8%
26	1	2.8%
23	1	2.8%
21	1	2.8%
19	1	2.8%
17	1	2.8%
15	1	2.8%
13	1	2.8%

5.1
Real number (ℝ)

ZEROS

Distinct	13
Distinct (%)	36.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.4722222

Minimum	0
Maximum	27
Zeros	13
Zeros (%)	36.1%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	5.25
95-th percentile	24
Maximum	27
Range	27
Interquartile range (IQR)	5.25

Descriptive statistics

Standard deviation	7.9945914
Coefficient of variation (CV)	1.4609406
Kurtosis	1.6355923
Mean	5.4722222
Median Absolute Deviation (MAD)	2
Skewness	1.6831218
Sum	197
Variance	63.913492
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	13	36.1%
5	4	11.1%
1	3	8.3%
3	3	8.3%
2	3	8.3%
9	2	5.6%
24	2	5.6%
6	1	2.8%
4	1	2.8%
15	1	2.8%
Other values (3)	3	8.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	36.1%
1	3	8.3%
2	3	8.3%
3	3	8.3%
4	1	2.8%
5	4	11.1%
6	1	2.8%
9	2	5.6%
15	1	2.8%
18	1	2.8%

Value	Count	Frequency (%)
27	1	2.8%
24	2	5.6%
23	1	2.8%
18	1	2.8%
15	1	2.8%
9	2	5.6%
6	1	2.8%
5	4	11.1%
4	1	2.8%
3	3	8.3%

5.2
Real number (ℝ)

ZEROS

Distinct	11
Distinct (%)	30.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0833333

Minimum	0
Maximum	16
Zeros	16
Zeros (%)	44.4%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	4
95-th percentile	11.25
Maximum	16
Range	16
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.0523362
Coefficient of variation (CV)	1.3142712
Kurtosis	2.1073446
Mean	3.0833333
Median Absolute Deviation (MAD)	2
Skewness	1.5671738
Sum	111
Variance	16.421429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	16	44.4%
2	5	13.9%
4	4	11.1%
3	3	8.3%
6	2	5.6%
7	1	2.8%
8	1	2.8%
11	1	2.8%
12	1	2.8%
16	1	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	44.4%
2	5	13.9%
3	3	8.3%
4	4	11.1%
6	2	5.6%
7	1	2.8%
8	1	2.8%
10	1	2.8%
11	1	2.8%
12	1	2.8%

Value	Count	Frequency (%)
16	1	2.8%
12	1	2.8%
11	1	2.8%
10	1	2.8%
8	1	2.8%
7	1	2.8%
6	2	5.6%
4	4	11.1%
3	3	8.3%
2	5	13.9%

0
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	27.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8333333

Minimum	0
Maximum	11
Zeros	13
Zeros (%)	36.1%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	3
95-th percentile	10.25
Maximum	11
Range	11
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.4351128
Coefficient of variation (CV)	1.2123928
Kurtosis	0.81878292
Mean	2.8333333
Median Absolute Deviation (MAD)	2
Skewness	1.3677792
Sum	102
Variance	11.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	13	36.1%
3	7	19.4%
2	6	16.7%
10	2	5.6%
11	2	5.6%
1	2	5.6%
4	1	2.8%
5	1	2.8%
9	1	2.8%
7	1	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	36.1%
1	2	5.6%
2	6	16.7%
3	7	19.4%
4	1	2.8%
5	1	2.8%
7	1	2.8%
9	1	2.8%
10	2	5.6%
11	2	5.6%

Value	Count	Frequency (%)
11	2	5.6%
10	2	5.6%
9	1	2.8%
7	1	2.8%
5	1	2.8%
4	1	2.8%
3	7	19.4%
2	6	16.7%
1	2	5.6%
0	13	36.1%

2
Real number (ℝ)

ZEROS

Distinct	11
Distinct (%)	30.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1388889

Minimum	0
Maximum	13
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.5
Q3	5
95-th percentile	10.5
Maximum	13
Range	13
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.4488323
Coefficient of variation (CV)	1.098743
Kurtosis	1.4042672
Mean	3.1388889
Median Absolute Deviation (MAD)	2.5
Skewness	1.2606482
Sum	113
Variance	11.894444
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	12	33.3%
5	6	16.7%
1	4	11.1%
3	3	8.3%
4	3	8.3%
2	2	5.6%
6	2	5.6%
13	1	2.8%
10	1	2.8%
12	1	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
1	4	11.1%
2	2	5.6%
3	3	8.3%
4	3	8.3%
5	6	16.7%
6	2	5.6%
7	1	2.8%
10	1	2.8%
12	1	2.8%

Value	Count	Frequency (%)
13	1	2.8%
12	1	2.8%
10	1	2.8%
7	1	2.8%
6	2	5.6%
5	6	16.7%
4	3	8.3%
3	3	8.3%
2	2	5.6%
1	4	11.1%

5.3
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	25.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4444444

Minimum	0
Maximum	8
Zeros	15
Zeros (%)	41.7%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.5
Q3	4.25
95-th percentile	7
Maximum	8
Range	8
Interquartile range (IQR)	4.25

Descriptive statistics

Standard deviation	2.6986181
Coefficient of variation (CV)	1.1039801
Kurtosis	-1.0413133
Mean	2.4444444
Median Absolute Deviation (MAD)	1.5
Skewness	0.6695888
Sum	88
Variance	7.2825397
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	15	41.7%
6	4	11.1%
4	3	8.3%
7	3	8.3%
3	3	8.3%
2	3	8.3%
1	3	8.3%
8	1	2.8%
5	1	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	41.7%
1	3	8.3%
2	3	8.3%
3	3	8.3%
4	3	8.3%
5	1	2.8%
6	4	11.1%
7	3	8.3%
8	1	2.8%

Value	Count	Frequency (%)
8	1	2.8%
7	3	8.3%
6	4	11.1%
5	1	2.8%
4	3	8.3%
3	3	8.3%
2	3	8.3%
1	3	8.3%
0	15	41.7%

1.1
Categorical

IMBALANCE

Distinct	3
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Memory size	420.0 B

0	30
1	5
3	1

Length

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

Unique

Unique	1 ?
Unique (%)	2.8%

Sample

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

Common Values

Value	Count	Frequency (%)
0	30	83.3%
1	5	13.9%
3	1	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	30	83.3%
1	5	13.9%
3	1	2.8%

0.1
Categorical

IMBALANCE

Distinct	2
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Memory size	420.0 B

0	35
2	1

Length

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

Unique

Unique	1 ?
Unique (%)	2.8%

Sample

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

Common Values

Value	Count	Frequency (%)
0	35	97.2%
2	1	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	35	97.2%
2	1	2.8%

0.2
Categorical

IMBALANCE

Distinct	2
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Memory size	420.0 B

0	35
1	1

Length

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

Unique

Unique	1 ?
Unique (%)	2.8%

Sample

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

Common Values

Value	Count	Frequency (%)
0	35	97.2%
1	1	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	35	97.2%
1	1	2.8%

1517
Real number (ℝ)

ZEROS

Distinct	30
Distinct (%)	83.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1110

Minimum	0
Maximum	6918
Zeros	7
Zeros (%)	19.4%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	33.25
median	819
Q3	1497.25
95-th percentile	3080.25
Maximum	6918
Range	6918
Interquartile range (IQR)	1464

Descriptive statistics

Standard deviation	1408.669
Coefficient of variation (CV)	1.2690712
Kurtosis	7.2295434
Mean	1110
Median Absolute Deviation (MAD)	792
Skewness	2.280847
Sum	39960
Variance	1984348.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	7	19.4%
1630	1	2.8%
2989	1	2.8%
53	1	2.8%
40	1	2.8%
104	1	2.8%
554	1	2.8%
350	1	2.8%
164	1	2.8%
13	1	2.8%
Other values (20)	20	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	19.4%
9	1	2.8%
13	1	2.8%
40	1	2.8%
53	1	2.8%
104	1	2.8%
110	1	2.8%
164	1	2.8%
350	1	2.8%
554	1	2.8%

Value	Count	Frequency (%)
6918	1	2.8%
3216	1	2.8%
3035	1	2.8%
2989	1	2.8%
2971	1	2.8%
2522	1	2.8%
1800	1	2.8%
1630	1	2.8%
1624	1	2.8%
1455	1	2.8%

22
Real number (ℝ)

ZEROS

Distinct	27
Distinct (%)	75.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.583333

Minimum	0
Maximum	274
Zeros	7
Zeros (%)	19.4%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.5
median	18.5
Q3	65.75
95-th percentile	197
Maximum	274
Range	274
Interquartile range (IQR)	61.25

Descriptive statistics

Standard deviation	68.777228
Coefficient of variation (CV)	1.4454059
Kurtosis	3.0350451
Mean	47.583333
Median Absolute Deviation (MAD)	18
Skewness	1.9011372
Sum	1713
Variance	4730.3071
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	7	19.4%
19	2	5.6%
12	2	5.6%
153	2	5.6%
24	1	2.8%
3	1	2.8%
8	1	2.8%
5	1	2.8%
16	1	2.8%
1	1	2.8%
Other values (17)	17	47.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	19.4%
1	1	2.8%
3	1	2.8%
5	1	2.8%
8	1	2.8%
9	1	2.8%
10	1	2.8%
12	2	5.6%
16	1	2.8%
17	1	2.8%

Value	Count	Frequency (%)
274	1	2.8%
215	1	2.8%
191	1	2.8%
153	2	5.6%
102	1	2.8%
94	1	2.8%
86	1	2.8%
71	1	2.8%
64	1	2.8%
39	1	2.8%

34
Real number (ℝ)

ZEROS

Distinct	25
Distinct (%)	69.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.861111

Minimum	0
Maximum	335
Zeros	10
Zeros (%)	27.8%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	24
Q3	86.25
95-th percentile	231.5
Maximum	335
Range	335
Interquartile range (IQR)	86.25

Descriptive statistics

Standard deviation	80.769567
Coefficient of variation (CV)	1.4458998
Kurtosis	4.103293
Mean	55.861111
Median Absolute Deviation (MAD)	24
Skewness	2.0500183
Sum	2011
Variance	6523.723
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	10	27.8%
28	2	5.6%
12	2	5.6%
27	1	2.8%
136	1	2.8%
7	1	2.8%
14	1	2.8%
10	1	2.8%
5	1	2.8%
46	1	2.8%
Other values (15)	15	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	27.8%
5	1	2.8%
7	1	2.8%
10	1	2.8%
12	2	5.6%
14	1	2.8%
20	1	2.8%
21	1	2.8%
27	1	2.8%
28	2	5.6%

Value	Count	Frequency (%)
335	1	2.8%
272	1	2.8%
218	1	2.8%
160	1	2.8%
136	1	2.8%
116	1	2.8%
106	1	2.8%
94	1	2.8%
93	1	2.8%
84	1	2.8%

77
Real number (ℝ)

ZEROS

Distinct	25
Distinct (%)	69.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	72.25

Minimum	0
Maximum	320
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	30
Q3	72.5
95-th percentile	302.75
Maximum	320
Range	320
Interquartile range (IQR)	72.5

Descriptive statistics

Standard deviation	100.32729
Coefficient of variation (CV)	1.388613
Kurtosis	1.266059
Mean	72.25
Median Absolute Deviation (MAD)	30
Skewness	1.5945992
Sum	2601
Variance	10065.564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	12	33.3%
74	1	2.8%
13	1	2.8%
14	1	2.8%
29	1	2.8%
15	1	2.8%
31	1	2.8%
26	1	2.8%
115	1	2.8%
259	1	2.8%
Other values (15)	15	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
13	1	2.8%
14	1	2.8%
15	1	2.8%
25	1	2.8%
26	1	2.8%
29	1	2.8%
31	1	2.8%
41	1	2.8%
42	1	2.8%

Value	Count	Frequency (%)
320	1	2.8%
305	1	2.8%
302	1	2.8%
290	1	2.8%
259	1	2.8%
195	1	2.8%
115	1	2.8%
112	1	2.8%
74	1	2.8%
72	1	2.8%

112
Real number (ℝ)

ZEROS

Distinct	18
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74.166667

Minimum	0
Maximum	401
Zeros	15
Zeros (%)	41.7%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	47
Q3	93
95-th percentile	252.75
Maximum	401
Range	401
Interquartile range (IQR)	93

Descriptive statistics

Standard deviation	96.796547
Coefficient of variation (CV)	1.305122
Kurtosis	2.7297098
Mean	74.166667
Median Absolute Deviation (MAD)	47
Skewness	1.676967
Sum	2670
Variance	9369.5714
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	15	41.7%
93	3	8.3%
40	2	5.6%
148	2	5.6%
243	1	2.8%
50	1	2.8%
58	1	2.8%
249	1	2.8%
401	1	2.8%
264	1	2.8%
Other values (8)	8	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	41.7%
40	2	5.6%
46	1	2.8%
48	1	2.8%
50	1	2.8%
58	1	2.8%
64	1	2.8%
70	1	2.8%
79	1	2.8%
87	1	2.8%

Value	Count	Frequency (%)
401	1	2.8%
264	1	2.8%
249	1	2.8%
243	1	2.8%
228	1	2.8%
148	2	5.6%
128	1	2.8%
93	3	8.3%
87	1	2.8%
79	1	2.8%

0.3
Real number (ℝ)

ZEROS

Distinct	23
Distinct (%)	63.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	102.41667

Minimum	0
Maximum	423
Zeros	13
Zeros (%)	36.1%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	67.5
Q3	111.5
95-th percentile	372
Maximum	423
Range	423
Interquartile range (IQR)	111.5

Descriptive statistics

Standard deviation	126.08917
Coefficient of variation (CV)	1.2311392
Kurtosis	1.0897943
Mean	102.41667
Median Absolute Deviation (MAD)	67.5
Skewness	1.441051
Sum	3687
Variance	15898.479
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	13	36.1%
110	2	5.6%
62	1	2.8%
45	1	2.8%
65	1	2.8%
49	1	2.8%
95	1	2.8%
254	1	2.8%
356	1	2.8%
423	1	2.8%
Other values (13)	13	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	36.1%
45	1	2.8%
49	1	2.8%
60	1	2.8%
62	1	2.8%
65	1	2.8%
70	1	2.8%
72	1	2.8%
85	1	2.8%
92	1	2.8%

Value	Count	Frequency (%)
423	1	2.8%
414	1	2.8%
358	1	2.8%
356	1	2.8%
317	1	2.8%
254	1	2.8%
171	1	2.8%
158	1	2.8%
116	1	2.8%
110	2	5.6%

182
Real number (ℝ)

ZEROS

Distinct	24
Distinct (%)	66.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	205

Minimum	0
Maximum	875
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	179
Q3	330
95-th percentile	665.25
Maximum	875
Range	875
Interquartile range (IQR)	330

Descriptive statistics

Standard deviation	223.98087
Coefficient of variation (CV)	1.0925896
Kurtosis	1.6679258
Mean	205
Median Absolute Deviation (MAD)	170.5
Skewness	1.2845343
Sum	7380
Variance	50167.429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	12	33.3%
330	2	5.6%
232	1	2.8%
251	1	2.8%
51	1	2.8%
99	1	2.8%
147	1	2.8%
417	1	2.8%
60	1	2.8%
774	1	2.8%
Other values (14)	14	38.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
51	1	2.8%
60	1	2.8%
72	1	2.8%
80	1	2.8%
99	1	2.8%
147	1	2.8%
211	1	2.8%
222	1	2.8%
232	1	2.8%

Value	Count	Frequency (%)
875	1	2.8%
774	1	2.8%
629	1	2.8%
417	1	2.8%
392	1	2.8%
358	1	2.8%
341	1	2.8%
333	1	2.8%
330	2	5.6%
320	1	2.8%

680
Real number (ℝ)

ZEROS

Distinct	22
Distinct (%)	61.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	406.97222

Minimum	0
Maximum	1336
Zeros	15
Zeros (%)	41.7%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	249
Q3	663.75
95-th percentile	1325.75
Maximum	1336
Range	1336
Interquartile range (IQR)	663.75

Descriptive statistics

Standard deviation	466.15892
Coefficient of variation (CV)	1.1454318
Kurtosis	-0.58477303
Mean	406.97222
Median Absolute Deviation (MAD)	249
Skewness	0.86138012
Sum	14651
Variance	217304.14
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	15	41.7%
675	1	2.8%
660	1	2.8%
103	1	2.8%
519	1	2.8%
622	1	2.8%
1002	1	2.8%
1131	1	2.8%
1336	1	2.8%
1323	1	2.8%
Other values (12)	12	33.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	41.7%
103	1	2.8%
200	1	2.8%
220	1	2.8%
278	1	2.8%
336	1	2.8%
362	1	2.8%
425	1	2.8%
519	1	2.8%
520	1	2.8%

Value	Count	Frequency (%)
1336	1	2.8%
1334	1	2.8%
1323	1	2.8%
1261	1	2.8%
1131	1	2.8%
1058	1	2.8%
1002	1	2.8%
730	1	2.8%
675	1	2.8%
660	1	2.8%

410
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	16.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.388889

Minimum	0
Maximum	1170
Zeros	30
Zeros (%)	83.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	401
Maximum	1170
Range	1170
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	226.72
Coefficient of variation (CV)	2.7188275
Kurtosis	15.106253
Mean	83.388889
Median Absolute Deviation (MAD)	0
Skewness	3.5993821
Sum	3002
Variance	51401.959
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	30	83.3%
401	2	5.6%
400	1	2.8%
300	1	2.8%
1170	1	2.8%
330	1	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	83.3%
300	1	2.8%
330	1	2.8%
400	1	2.8%
401	2	5.6%
1170	1	2.8%

Value	Count	Frequency (%)
1170	1	2.8%
401	2	5.6%
400	1	2.8%
330	1	2.8%
300	1	2.8%
0	30	83.3%

0.4
Categorical

IMBALANCE

Distinct	2
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Memory size	420.0 B

0	35
1050	1

Length

Max length	4
Median length	1
Mean length	1.0833333
Min length	1

Unique

Unique	1 ?
Unique (%)	2.8%

Sample

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

Common Values

Value	Count	Frequency (%)
0	35	97.2%
1050	1	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	35	97.2%
1050	1	2.8%

0.5
Categorical

IMBALANCE

Distinct	2
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Memory size	420.0 B

0	35
1200	1

Length

Max length	4
Median length	1
Mean length	1.0833333
Min length	1

Unique

Unique	1 ?
Unique (%)	2.8%

Sample

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

Common Values

Value	Count	Frequency (%)
0	35	97.2%
1200	1	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	35	97.2%
1200	1	2.8%

First rows
Last rows

	2013	1	'94	32	9	5	5.1	5.2	0	2	5.3	1.1	1517	22	34	77	112	0.3	182	680	410
0	2013	2	'95	33	8	4	6	4	3	3	4	1	1630	19	27	74	93	110	232	675	400
1	2013	3	'96	32	10	6	1	3	2	2	8	0	1624	24	40	13	79	62	72	1334	0
2	2013	4	'97	32	10	4	3	3	4	1	7	0	1455	26	28	41	64	158	80	1058	0
3	2013	5	'98	34	5	10	5	3	2	3	6	0	1242	10	64	61	70	85	222	730	0
4	2013	6	'99	32	12	4	2	2	3	5	4	0	1088	29	28	25	48	97	341	520	0
5	2013	7	'00	9	0	0	0	0	3	3	3	0	829	21	20	42	0	110	211	425	0
6	2013	8	'01	23	8	4	3	0	2	4	2	0	809	39	29	72	40	72	279	278	0
7	2013	9	'02	36	16	5	4	2	3	5	1	0	791	22	34	53	46	116	320	200	0
8	2013	10	'03	27	6	3	5	4	2	5	2	0	952	18	21	68	93	60	330	362	0
9	2013	11	'04	65	31	15	5	4	3	6	1	0	1057	86	94	70	87	108	392	220	0

	2013	1	'94	32	9	5	5.1	5.2	0	2	5.3	1.1	1517	22	34	77	112	0.3	182	680	410
26	2013	28	경기	10	5	2	2	0	0	1	0	0	110	12	12	26	0	0	60	0	0
27	2013	29	강원	33	9	7	3	0	3	7	4	0	1125	17	46	31	0	95	417	519	0
28	2013	30	충북	3	1	2	0	0	0	0	0	0	13	1	12	0	0	0	0	0	0
29	2013	31	충남	8	5	1	0	0	0	2	0	0	164	12	5	0	0	0	147	0	0
30	2013	32	전북	15	7	2	1	2	1	1	1	0	350	16	10	15	58	49	99	103	0
31	2013	33	전남	12	3	2	2	2	2	0	0	1	554	5	14	29	40	65	0	0	401
32	2013	34	경북	4	2	0	0	0	1	1	0	0	104	8	0	0	0	45	51	0	0
33	2013	35	경남	11	9	1	1	0	0	0	0	0	40	19	7	14	0	0	0	0	0
34	2013	36	제주	3	1	0	0	2	0	0	0	0	53	3	0	0	50	0	0	0	0
35	2013	37	세종	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation

Initial Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Punctuation

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