gimi9 Pandas Profiling

Dataset statistics

Number of variables	21
Number of observations	51
Missing cells	51
Missing cells (%)	4.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	9.5 KiB
Average record size in memory	190.6 B

Variable types

Categorical	2
Unsupported	1
Numeric	18

Dataset

Description	기타 가축통계(꿀벌)
Author	농림축산식품부
URL	https://data.mafra.go.kr/opendata/data/indexOpenDataDetail.do?data_id=20220216000000001948

Alerts

`순서` has 51 (100.0%) missing values	Missing
`사육마리_수_계` has unique values	Unique
`10마리_49마리` has unique values	Unique
`50마리_99마리` has unique values	Unique
`100마리_199` has unique values	Unique
`순서` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`1가구_9가구` has 4 (7.8%) zeros	Zeros
`500가구_999` has 5 (9.8%) zeros	Zeros
`1000가구_이상` has 22 (43.1%) zeros	Zeros
`1마리_9마리` has 4 (7.8%) zeros	Zeros
`500마리_999` has 5 (9.8%) zeros	Zeros
`1000마리_이상` has 22 (43.1%) zeros	Zeros

Reproduction

Analysis started	2023-12-11 03:43:47.527306
Analysis finished	2023-12-11 03:43:47.733706
Duration	0.21 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

년도
Categorical

Distinct	3
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Memory size	540.0 B

2015	17
2013	17
2014	17

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2015
2nd row	2015
3rd row	2015
4th row	2015
5th row	2015

Common Values

Value	Count	Frequency (%)
2015	17	33.3%
2013	17	33.3%
2014	17	33.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2015	17	33.3%
2013	17	33.3%
2014	17	33.3%

순서
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	51
Missing (%)	100.0%
Memory size	591.0 B

년도_지역
Categorical

Distinct	17
Distinct (%)	33.3%
Missing	0
Missing (%)	0.0%
Memory size	540.0 B

서울	3
부산	3
대구	3
인천	3
광주	3
Other values (12)	36

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	서울
2nd row	부산
3rd row	대구
4th row	인천
5th row	광주

Common Values

Value	Count	Frequency (%)
서울	3	5.9%
부산	3	5.9%
대구	3	5.9%
인천	3	5.9%
광주	3	5.9%
대전	3	5.9%
울산	3	5.9%
경기	3	5.9%
강원	3	5.9%
충북	3	5.9%
Other values (7)	21	41.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
서울	3	5.9%
충북	3	5.9%
제주	3	5.9%
경남	3	5.9%
경북	3	5.9%
전남	3	5.9%
전북	3	5.9%
충남	3	5.9%
강원	3	5.9%
부산	3	5.9%
Other values (7)	21	41.2%

사육_가구_수_계
Real number (ℝ)

Distinct	50
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1248.0392

Minimum	59
Maximum	5006
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	59
5-th percentile	74
Q1	168.5
median	677
Q3	1947.5
95-th percentile	3991.5
Maximum	5006
Range	4947
Interquartile range (IQR)	1779

Descriptive statistics

Standard deviation	1280.1484
Coefficient of variation (CV)	1.0257277
Kurtosis	1.0535133
Mean	1248.0392
Median Absolute Deviation (MAD)	606
Skewness	1.1747635
Sum	63650
Variance	1638780
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
71	2	3.9%
149	1	2.0%
238	1	2.0%
1535	1	2.0%
2379	1	2.0%
4717	1	2.0%
1955	1	2.0%
401	1	2.0%
110	1	2.0%
114	1	2.0%
Other values (40)	40	78.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
59	1	2.0%
71	2	3.9%
77	1	2.0%
81	1	2.0%
94	1	2.0%
100	1	2.0%
110	1	2.0%
114	1	2.0%
122	1	2.0%
131	1	2.0%

Value	Count	Frequency (%)
5006	1	2.0%
4717	1	2.0%
4180	1	2.0%
3803	1	2.0%
2573	1	2.0%
2432	1	2.0%
2423	1	2.0%
2379	1	2.0%
2169	1	2.0%
2142	1	2.0%

1가구_9가구
Real number (ℝ)

ZEROS

Distinct	38
Distinct (%)	74.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	249.96078

Minimum	0
Maximum	938
Zeros	4
Zeros (%)	7.8%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5.5
median	147
Q3	449.5
95-th percentile	882.5
Maximum	938
Range	938
Interquartile range (IQR)	444

Descriptive statistics

Standard deviation	288.18098
Coefficient of variation (CV)	1.1529048
Kurtosis	-0.097141834
Mean	249.96078
Median Absolute Deviation (MAD)	145
Skewness	0.95535155
Sum	12748
Variance	83048.278
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
5	5	9.8%
7	4	7.8%
0	4	7.8%
1	2	3.9%
460	2	3.9%
282	2	3.9%
11	1	2.0%
555	1	2.0%
893	1	2.0%
449	1	2.0%
Other values (28)	28	54.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	7.8%
1	2	3.9%
2	1	2.0%
4	1	2.0%
5	5	9.8%
6	1	2.0%
7	4	7.8%
8	1	2.0%
9	1	2.0%
11	1	2.0%

Value	Count	Frequency (%)
938	1	2.0%
893	1	2.0%
890	1	2.0%
875	1	2.0%
818	1	2.0%
557	1	2.0%
555	1	2.0%
530	1	2.0%
505	1	2.0%
474	1	2.0%

10가구_49가구
Real number (ℝ)

Distinct	49
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	355.11765

Minimum	4
Maximum	1766
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	4
5-th percentile	16
Q1	32.5
median	219
Q3	497.5
95-th percentile	1216.5
Maximum	1766
Range	1762
Interquartile range (IQR)	465

Descriptive statistics

Standard deviation	419.04924
Coefficient of variation (CV)	1.1800293
Kurtosis	3.3942531
Mean	355.11765
Median Absolute Deviation (MAD)	201
Skewness	1.7723903
Sum	18111
Variance	175602.27
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
27	2	3.9%
26	2	3.9%
54	1	2.0%
1680	1	2.0%
564	1	2.0%
67	1	2.0%
34	1	2.0%
19	1	2.0%
4	1	2.0%
57	1	2.0%
Other values (39)	39	76.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	2.0%
5	1	2.0%
14	1	2.0%
18	1	2.0%
19	1	2.0%
21	1	2.0%
26	2	3.9%
27	2	3.9%
28	1	2.0%
29	1	2.0%

Value	Count	Frequency (%)
1766	1	2.0%
1680	1	2.0%
1442	1	2.0%
991	1	2.0%
818	1	2.0%
815	1	2.0%
810	1	2.0%
684	1	2.0%
564	1	2.0%
558	1	2.0%

50가구_99가구
Real number (ℝ)

Distinct	48
Distinct (%)	94.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	225.72549

Minimum	13
Maximum	1049
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	13
5-th percentile	14.5
Q1	32.5
median	118
Q3	356.5
95-th percentile	682.5
Maximum	1049
Range	1036
Interquartile range (IQR)	324

Descriptive statistics

Standard deviation	238.53571
Coefficient of variation (CV)	1.0567513
Kurtosis	2.5428429
Mean	225.72549
Median Absolute Deviation (MAD)	104
Skewness	1.5227731
Sum	11512
Variance	56899.283
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
14	2	3.9%
18	2	3.9%
72	2	3.9%
22	1	2.0%
38	1	2.0%
425	1	2.0%
860	1	2.0%
318	1	2.0%
65	1	2.0%
27	1	2.0%
Other values (38)	38	74.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	2.0%
14	2	3.9%
15	1	2.0%
17	1	2.0%
18	2	3.9%
22	1	2.0%
24	1	2.0%
25	1	2.0%
26	1	2.0%
27	1	2.0%

Value	Count	Frequency (%)
1049	1	2.0%
860	1	2.0%
843	1	2.0%
522	1	2.0%
471	1	2.0%
462	1	2.0%
446	1	2.0%
439	1	2.0%
425	1	2.0%
420	1	2.0%

100가구_199
Real number (ℝ)

Distinct	44
Distinct (%)	86.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	212.45098

Minimum	15
Maximum	823
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	15
5-th percentile	17
Q1	52.5
median	118
Q3	322
95-th percentile	618
Maximum	823
Range	808
Interquartile range (IQR)	269.5

Descriptive statistics

Standard deviation	205.94692
Coefficient of variation (CV)	0.96938558
Kurtosis	1.6529307
Mean	212.45098
Median Absolute Deviation (MAD)	101
Skewness	1.3320966
Sum	10835
Variance	42414.133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
17	4	7.8%
15	2	3.9%
52	2	3.9%
287	2	3.9%
60	2	3.9%
61	1	2.0%
101	1	2.0%
823	1	2.0%
283	1	2.0%
118	1	2.0%
Other values (34)	34	66.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
15	2	3.9%
17	4	7.8%
18	1	2.0%
24	1	2.0%
28	1	2.0%
39	1	2.0%
48	1	2.0%
52	2	3.9%
53	1	2.0%
60	2	3.9%

Value	Count	Frequency (%)
823	1	2.0%
799	1	2.0%
763	1	2.0%
473	1	2.0%
464	1	2.0%
443	1	2.0%
398	1	2.0%
390	1	2.0%
381	1	2.0%
380	1	2.0%

200가구_299
Real number (ℝ)

Distinct	42
Distinct (%)	82.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	89.921569

Minimum	6
Maximum	308
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	6
5-th percentile	7
Q1	19.5
median	72
Q3	143.5
95-th percentile	234
Maximum	308
Range	302
Interquartile range (IQR)	124

Descriptive statistics

Standard deviation	80.645854
Coefficient of variation (CV)	0.89684661
Kurtosis	0.079369893
Mean	89.921569
Median Absolute Deviation (MAD)	54
Skewness	0.87116729
Sum	4586
Variance	6503.7537
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
6	3	5.9%
18	2	3.9%
10	2	3.9%
19	2	3.9%
25	2	3.9%
122	2	3.9%
24	2	3.9%
33	2	3.9%
241	1	2.0%
160	1	2.0%
Other values (32)	32	62.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	3	5.9%
8	1	2.0%
9	1	2.0%
10	2	3.9%
11	1	2.0%
15	1	2.0%
18	2	3.9%
19	2	3.9%
20	1	2.0%
23	1	2.0%

Value	Count	Frequency (%)
308	1	2.0%
297	1	2.0%
241	1	2.0%
227	1	2.0%
203	1	2.0%
198	1	2.0%
179	1	2.0%
167	1	2.0%
160	1	2.0%
155	1	2.0%

300가구_499
Real number (ℝ)

Distinct	39
Distinct (%)	76.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.921569

Minimum	3
Maximum	211
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	3
5-th percentile	4.5
Q1	15
median	60
Q3	113.5
95-th percentile	162
Maximum	211
Range	208
Interquartile range (IQR)	98.5

Descriptive statistics

Standard deviation	58.967395
Coefficient of variation (CV)	0.88114186
Kurtosis	-0.60421475
Mean	66.921569
Median Absolute Deviation (MAD)	48
Skewness	0.72967411
Sum	3413
Variance	3477.1537
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
157	3	5.9%
14	2	3.9%
3	2	3.9%
12	2	3.9%
21	2	3.9%
115	2	3.9%
15	2	3.9%
112	2	3.9%
7	2	3.9%
64	2	3.9%
Other values (29)	30	58.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	2	3.9%
4	1	2.0%
5	1	2.0%
7	2	3.9%
9	1	2.0%
10	1	2.0%
12	2	3.9%
14	2	3.9%
15	2	3.9%
16	1	2.0%

Value	Count	Frequency (%)
211	1	2.0%
200	1	2.0%
165	1	2.0%
159	1	2.0%
157	3	5.9%
139	1	2.0%
130	1	2.0%
121	1	2.0%
118	1	2.0%
115	2	3.9%

500가구_999
Real number (ℝ)

ZEROS

Distinct	28
Distinct (%)	54.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.098039

Minimum	0
Maximum	76
Zeros	5
Zeros (%)	9.8%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	9
Q3	41
95-th percentile	63
Maximum	76
Range	76
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	24.072603
Coefficient of variation (CV)	1.0893547
Kurtosis	-0.81246959
Mean	22.098039
Median Absolute Deviation (MAD)	8
Skewness	0.85206925
Sum	1127
Variance	579.4902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
3	7	13.7%
0	5	9.8%
5	4	7.8%
17	3	5.9%
55	2	3.9%
12	2	3.9%
9	2	3.9%
4	2	3.9%
2	2	3.9%
1	2	3.9%
Other values (18)	20	39.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	9.8%
1	2	3.9%
2	2	3.9%
3	7	13.7%
4	2	3.9%
5	4	7.8%
6	1	2.0%
7	1	2.0%
9	2	3.9%
12	2	3.9%

Value	Count	Frequency (%)
76	1	2.0%
72	1	2.0%
64	1	2.0%
62	2	3.9%
60	1	2.0%
59	1	2.0%
56	1	2.0%
55	2	3.9%
51	1	2.0%
45	1	2.0%

1000가구_이상
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	23.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.843137

Minimum	0
Maximum	1205
Zeros	22
Zeros (%)	43.1%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	10.5
Maximum	1205
Range	1205
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	168.45206
Coefficient of variation (CV)	6.518251
Kurtosis	50.955322
Mean	25.843137
Median Absolute Deviation (MAD)	1
Skewness	7.1368431
Sum	1318
Variance	28376.095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	22	43.1%
1	11	21.6%
3	3	5.9%
2	3	5.9%
8	3	5.9%
4	2	3.9%
6	2	3.9%
7	1	2.0%
1205	1	2.0%
15	1	2.0%
Other values (2)	2	3.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	43.1%
1	11	21.6%
2	3	5.9%
3	3	5.9%
4	2	3.9%
6	2	3.9%
7	1	2.0%
8	3	5.9%
10	1	2.0%
11	1	2.0%

Value	Count	Frequency (%)
1205	1	2.0%
15	1	2.0%
11	1	2.0%
10	1	2.0%
8	3	5.9%
7	1	2.0%
6	2	3.9%
4	2	3.9%
3	3	5.9%
2	3	5.9%

사육마리_수_계
Real number (ℝ)

UNIQUE

Distinct	51
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	111234.2

Minimum	7232
Maximum	401549
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	7232
5-th percentile	9342
Q1	25507
median	62294
Q3	184207
95-th percentile	300816.5
Maximum	401549
Range	394317
Interquartile range (IQR)	158700

Descriptive statistics

Standard deviation	103634.52
Coefficient of variation (CV)	0.93167859
Kurtosis	0.40018122
Mean	111234.2
Median Absolute Deviation (MAD)	54443
Skewness	0.96794958
Sum	5672944
Variance	1.0740114 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23886	1	2.0%
16971	1	2.0%
183352	1	2.0%
179994	1	2.0%
357409	1	2.0%
181698	1	2.0%
62294	1	2.0%
12645	1	2.0%
20591	1	2.0%
21096	1	2.0%
Other values (41)	41	80.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7232	1	2.0%
7820	1	2.0%
7851	1	2.0%
10833	1	2.0%
11719	1	2.0%
11900	1	2.0%
12645	1	2.0%
12903	1	2.0%
16971	1	2.0%
20591	1	2.0%

Value	Count	Frequency (%)
401549	1	2.0%
374899	1	2.0%
357409	1	2.0%
244224	1	2.0%
234219	1	2.0%
209949	1	2.0%
207769	1	2.0%
201989	1	2.0%
198414	1	2.0%
193953	1	2.0%

1마리_9마리
Real number (ℝ)

ZEROS

Distinct	44
Distinct (%)	86.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1020.1569

Minimum	0
Maximum	3964
Zeros	4
Zeros (%)	7.8%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	27.5
median	350
Q3	1925
95-th percentile	3414.5
Maximum	3964
Range	3964
Interquartile range (IQR)	1897.5

Descriptive statistics

Standard deviation	1167.4218
Coefficient of variation (CV)	1.1443552
Kurtosis	-0.35070859
Mean	1020.1569
Median Absolute Deviation (MAD)	350
Skewness	0.87171962
Sum	52028
Variance	1362873.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	4	7.8%
5	2	3.9%
21	2	3.9%
49	2	3.9%
37	2	3.9%
35	1	2.0%
2254	1	2.0%
3964	1	2.0%
1831	1	2.0%
41	1	2.0%
Other values (34)	34	66.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	7.8%
5	2	3.9%
11	1	2.0%
17	1	2.0%
18	1	2.0%
20	1	2.0%
21	2	3.9%
23	1	2.0%
32	1	2.0%
35	1	2.0%

Value	Count	Frequency (%)
3964	1	2.0%
3481	1	2.0%
3455	1	2.0%
3374	1	2.0%
3095	1	2.0%
2416	1	2.0%
2254	1	2.0%
2132	1	2.0%
2076	1	2.0%
1988	1	2.0%

10마리_49마리
Real number (ℝ)

UNIQUE

Distinct	51
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8308.7059

Minimum	110
Maximum	40271
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	110
5-th percentile	375.5
Q1	858.5
median	5391
Q3	11653
95-th percentile	29759
Maximum	40271
Range	40161
Interquartile range (IQR)	10794.5

Descriptive statistics

Standard deviation	9786.0069
Coefficient of variation (CV)	1.1778016
Kurtosis	3.2427438
Mean	8308.7059
Median Absolute Deviation (MAD)	4790
Skewness	1.7656939
Sum	423744
Variance	95765931
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
728	1	2.0%
878	1	2.0%
8880	1	2.0%
19406	1	2.0%
39345	1	2.0%
13162	1	2.0%
1708	1	2.0%
839	1	2.0%
493	1	2.0%
110	1	2.0%
Other values (41)	41	80.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
110	1	2.0%
153	1	2.0%
375	1	2.0%
376	1	2.0%
469	1	2.0%
493	1	2.0%
575	1	2.0%
601	1	2.0%
604	1	2.0%
707	1	2.0%

Value	Count	Frequency (%)
40271	1	2.0%
39345	1	2.0%
34166	1	2.0%
25352	1	2.0%
19406	1	2.0%
18480	1	2.0%
18460	1	2.0%
15116	1	2.0%
13453	1	2.0%
13162	1	2.0%

50마리_99마리
Real number (ℝ)

UNIQUE

Distinct	51
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14525.549

Minimum	722
Maximum	67624
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	722
5-th percentile	894.5
Q1	2267.5
median	7517
Q3	23458
95-th percentile	44144
Maximum	67624
Range	66902
Interquartile range (IQR)	21190.5

Descriptive statistics

Standard deviation	15375.722
Coefficient of variation (CV)	1.0585295
Kurtosis	2.4928713
Mean	14525.549
Median Absolute Deviation (MAD)	6709
Skewness	1.5152597
Sum	740803
Variance	2.3641283 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1342	1	2.0%
1519	1	2.0%
14226	1	2.0%
26729	1	2.0%
54965	1	2.0%
20443	1	2.0%
4131	1	2.0%
1543	1	2.0%
1044	1	2.0%
2420	1	2.0%
Other values (41)	41	80.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
722	1	2.0%
782	1	2.0%
838	1	2.0%
951	1	2.0%
1044	1	2.0%
1134	1	2.0%
1200	1	2.0%
1342	1	2.0%
1489	1	2.0%
1519	1	2.0%

Value	Count	Frequency (%)
67624	1	2.0%
54965	1	2.0%
54046	1	2.0%
34242	1	2.0%
31356	1	2.0%
30786	1	2.0%
28984	1	2.0%
28320	1	2.0%
26729	1	2.0%
26574	1	2.0%

100마리_199
Real number (ℝ)

UNIQUE

Distinct	51
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27383.333

Minimum	1830
Maximum	106935
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	1830
5-th percentile	1978.5
Q1	7138
median	15183
Q3	42074
95-th percentile	78711.5
Maximum	106935
Range	105105
Interquartile range (IQR)	34936

Descriptive statistics

Standard deviation	26516.645
Coefficient of variation (CV)	0.96834978
Kurtosis	1.7142269
Mean	27383.333
Median Absolute Deviation (MAD)	13221
Skewness	1.340695
Sum	1396550
Variance	7.0313245 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7984	1	2.0%
3718	1	2.0%
27555	1	2.0%
38780	1	2.0%
106935	1	2.0%
35923	1	2.0%
15183	1	2.0%
1962	1	2.0%
5250	1	2.0%
6860	1	2.0%
Other values (41)	41	80.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1830	1	2.0%
1950	1	2.0%
1962	1	2.0%
1995	1	2.0%
2224	1	2.0%
2280	1	2.0%
2290	1	2.0%
3205	1	2.0%
3718	1	2.0%
5250	1	2.0%

Value	Count	Frequency (%)
106935	1	2.0%
103441	1	2.0%
97485	1	2.0%
59938	1	2.0%
58704	1	2.0%
55344	1	2.0%
51228	1	2.0%
51128	1	2.0%
49705	1	2.0%
49479	1	2.0%

200마리_299
Real number (ℝ)

Distinct	50
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20337.98

Minimum	1250
Maximum	69969
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	1250
5-th percentile	1495
Q1	4406.5
median	16070
Q3	33182.5
95-th percentile	52592.5
Maximum	69969
Range	68719
Interquartile range (IQR)	28776

Descriptive statistics

Standard deviation	18234.852
Coefficient of variation (CV)	0.8965911
Kurtosis	0.10179588
Mean	20337.98
Median Absolute Deviation (MAD)	12090
Skewness	0.86991672
Sum	1037237
Variance	3.3250984 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1290	2	3.9%
3980	1	2.0%
5630	1	2.0%
27707	1	2.0%
29559	1	2.0%
53752	1	2.0%
35580	1	2.0%
16070	1	2.0%
2540	1	2.0%
4289	1	2.0%
Other values (40)	40	78.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1250	1	2.0%
1290	2	3.9%
1700	1	2.0%
1910	1	2.0%
2141	1	2.0%
2160	1	2.0%
2540	1	2.0%
3420	1	2.0%
3980	1	2.0%
4063	1	2.0%

Value	Count	Frequency (%)
69969	1	2.0%
67386	1	2.0%
53752	1	2.0%
51433	1	2.0%
45701	1	2.0%
44238	1	2.0%
40152	1	2.0%
37621	1	2.0%
35580	1	2.0%
35567	1	2.0%

300마리_499
Real number (ℝ)

Distinct	49
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23433.863

Minimum	1050
Maximum	74545
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	1050
5-th percentile	1558.5
Q1	5215.5
median	20155
Q3	40327.5
95-th percentile	58048
Maximum	74545
Range	73495
Interquartile range (IQR)	35112

Descriptive statistics

Standard deviation	20863.034
Coefficient of variation (CV)	0.8902943
Kurtosis	-0.58267209
Mean	23433.863
Median Absolute Deviation (MAD)	16025
Skewness	0.74894341
Sum	1195127
Variance	4.352662 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1050	2	3.9%
7200	2	3.9%
4947	1	2.0%
39523	1	2.0%
55620	1	2.0%
40935	1	2.0%
54979	1	2.0%
44940	1	2.0%
20855	1	2.0%
5220	1	2.0%
Other values (39)	39	76.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1050	2	3.9%
1467	1	2.0%
1650	1	2.0%
2400	1	2.0%
2470	1	2.0%
2900	1	2.0%
3530	1	2.0%
4130	1	2.0%
4395	1	2.0%
4810	1	2.0%

Value	Count	Frequency (%)
74545	1	2.0%
70427	1	2.0%
58735	1	2.0%
57361	1	2.0%
55715	1	2.0%
55620	1	2.0%
54979	1	2.0%
46852	1	2.0%
44940	1	2.0%
43039	1	2.0%

500마리_999
Real number (ℝ)

ZEROS

Distinct	44
Distinct (%)	86.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13076.686

Minimum	0
Maximum	45295
Zeros	5
Zeros (%)	9.8%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1750
median	5980
Q3	24014.5
95-th percentile	38917.5
Maximum	45295
Range	45295
Interquartile range (IQR)	22264.5

Descriptive statistics

Standard deviation	14446.125
Coefficient of variation (CV)	1.1047237
Kurtosis	-0.774495
Mean	13076.686
Median Absolute Deviation (MAD)	4980
Skewness	0.87917104
Sum	666911
Variance	2.0869053 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	5	9.8%
1750	3	5.9%
1500	2	3.9%
3000	1	2.0%
1000	1	2.0%
22331	1	2.0%
34793	1	2.0%
29819	1	2.0%
4310	1	2.0%
500	1	2.0%
Other values (34)	34	66.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	9.8%
500	1	2.0%
680	1	2.0%
1000	1	2.0%
1080	1	2.0%
1500	2	3.9%
1730	1	2.0%
1750	3	5.9%
1778	1	2.0%
2210	1	2.0%

Value	Count	Frequency (%)
45295	1	2.0%
41189	1	2.0%
38936	1	2.0%
38899	1	2.0%
38859	1	2.0%
36557	1	2.0%
34793	1	2.0%
34250	1	2.0%
34120	1	2.0%
30483	1	2.0%

1000마리_이상
Real number (ℝ)

ZEROS

Distinct	24
Distinct (%)	47.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3147.9216

Minimum	0
Maximum	20690
Zeros	22
Zeros (%)	43.1%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1003
Q3	5075
95-th percentile	11683
Maximum	20690
Range	20690
Interquartile range (IQR)	5075

Descriptive statistics

Standard deviation	4588.1788
Coefficient of variation (CV)	1.4575264
Kurtosis	3.4550014
Mean	3147.9216
Median Absolute Deviation (MAD)	1003
Skewness	1.8370979
Sum	160544
Variance	21051384
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	22	43.1%
1900	3	5.9%
1000	3	5.9%
2500	2	3.9%
1200	2	3.9%
5060	1	2.0%
11150	1	2.0%
1662	1	2.0%
6700	1	2.0%
12216	1	2.0%
Other values (14)	14	27.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	43.1%
1000	3	5.9%
1003	1	2.0%
1200	2	3.9%
1662	1	2.0%
1900	3	5.9%
2000	1	2.0%
2500	2	3.9%
2700	1	2.0%
3710	1	2.0%

Value	Count	Frequency (%)
20690	1	2.0%
14210	1	2.0%
12216	1	2.0%
11150	1	2.0%
10605	1	2.0%
9932	1	2.0%
8676	1	2.0%
8288	1	2.0%
7474	1	2.0%
7300	1	2.0%

First rows
Last rows

	년도	순서	년도_지역	사육_가구_수_계	1가구_9가구	10가구_49가구	50가구_99가구	100가구_199	200가구_299	300가구_499	500가구_999	1000가구_이상	사육마리_수_계	1마리_9마리	10마리_49마리	50마리_99마리	100마리_199	200마리_299	300마리_499	500마리_999	1000마리_이상
0	2015	<NA>	서울	149	1	27	22	61	18	14	5	1	23886	5	728	1342	7984	3980	4947	3000	1900
1	2015	<NA>	부산	122	4	31	24	28	19	12	4	0	16971	21	878	1519	3718	4230	4395	2210	0
2	2015	<NA>	대구	362	17	102	77	80	35	35	15	1	48800	86	2523	5215	10555	8084	12416	8721	1200
3	2015	<NA>	인천	71	7	21	14	15	6	5	3	0	7820	49	469	782	1830	1290	1650	1750	0
4	2015	<NA>	광주	262	5	55	70	52	33	42	4	1	39172	17	1484	4798	7056	7583	14334	2700	1200
5	2015	<NA>	대전	253	5	53	68	82	24	18	3	0	29375	23	1373	4216	10813	5520	5930	1500	0
6	2015	<NA>	울산	677	147	279	126	97	19	9	0	0	32359	348	5391	7658	11999	4063	2900	0	0
7	2015	<NA>	경기	1857	204	500	462	464	143	64	17	3	173663	840	13158	30786	59938	33100	20834	9947	5060
8	2015	<NA>	강원	2169	938	483	270	287	107	66	17	1	125519	3374	10131	16892	37732	24158	22964	9265	1003
9	2015	<NA>	충북	2142	460	514	417	398	203	110	38	2	198414	1849	11092	26182	51228	45701	38514	21348	2500

	년도	순서	년도_지역	사육_가구_수_계	1가구_9가구	10가구_49가구	50가구_99가구	100가구_199	200가구_299	300가구_499	500가구_999	1000가구_이상	사육마리_수_계	1마리_9마리	10마리_49마리	50마리_99마리	100마리_199	200마리_299	300마리_499	500마리_999	1000마리_이상
41	2014	<NA>	경기	1667	202	423	420	380	145	74	17	6	166403	810	11268	28320	49479	33265	25632	9341	8288
42	2014	<NA>	강원	2050	875	420	258	302	113	69	12	1	127862	3455	9287	16940	39995	26112	24065	7008	1000
43	2014	<NA>	충북	1940	431	457	361	381	167	105	36	2	181825	1711	9577	23026	49705	37621	37625	20060	2500
44	2014	<NA>	충남	1902	474	525	296	287	139	115	60	6	189244	1947	12367	18645	37369	31660	40846	38936	7474
45	2014	<NA>	전북	1534	282	425	238	227	122	157	72	11	193953	1238	10298	15221	28473	27609	55715	41189	14210
46	2014	<NA>	전남	2423	450	815	471	367	154	121	44	1	201989	2076	18460	31356	46251	34109	43039	25698	1000
47	2014	<NA>	경북	5006	818	1766	1049	799	308	200	56	10	401549	3481	40271	67624	103441	69969	70427	34120	12216
48	2014	<NA>	경남	2432	460	684	439	443	198	159	45	4	234219	1940	15116	26574	55344	44238	57361	26946	6700
49	2014	<NA>	제주	415	7	64	71	123	83	62	5	0	63586	37	1563	4328	15618	18955	20155	2930	0
50	2014	<NA>	세종	94	5	29	18	18	8	15	0	1	12903	20	820	1200	2290	1700	5211	0	1662

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Sample