gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	3592
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	592.9 KiB
Average record size in memory	169.0 B

Variable types

Numeric	17
Categorical	1
Text	1

Dataset

Description	연도별, 농업용 지하수 정보제공(세부용도별 시설수, 이용량)를 아래와 같이 제공합니다. 제공정보 - 연도,시도,시군구,총계-개소수,총계-이용량,전작용-개소수,전작용-이용량,답작용-개소수,답작용-이용량,원예용-개소수,원예용-이용량,수산업용-개소수,수산업용-이용량,축산업용-개소수,축산업용-이용량,양어장용-개소수,양어장용-이용량,기타-개소수,기타-이용량
URL	https://www.data.go.kr/data/15054543/fileData.do

Alerts

`총계-개소수` is highly overall correlated with `총계-이용량` and 12 other fields	High correlation
`총계-이용량` is highly overall correlated with `총계-개소수` and 12 other fields	High correlation
`전작용-개소수` is highly overall correlated with `총계-개소수` and 12 other fields	High correlation
`전작용-이용량` is highly overall correlated with `총계-개소수` and 12 other fields	High correlation
`답작용-개소수` is highly overall correlated with `총계-개소수` and 12 other fields	High correlation
`답작용-이용량` is highly overall correlated with `총계-개소수` and 12 other fields	High correlation
`원예용-개소수` is highly overall correlated with `총계-개소수` and 12 other fields	High correlation
`원예용-이용량` is highly overall correlated with `총계-개소수` and 12 other fields	High correlation
`수산업용-개소수` is highly overall correlated with `수산업용-이용량` and 1 other fields	High correlation
`수산업용-이용량` is highly overall correlated with `수산업용-개소수` and 2 other fields	High correlation
`축산업용-개소수` is highly overall correlated with `총계-개소수` and 12 other fields	High correlation
`축산업용-이용량` is highly overall correlated with `총계-개소수` and 12 other fields	High correlation
`양어장용-개소수` is highly overall correlated with `총계-개소수` and 13 other fields	High correlation
`양어장용-이용량` is highly overall correlated with `총계-개소수` and 13 other fields	High correlation
`기타-개소수` is highly overall correlated with `총계-개소수` and 12 other fields	High correlation
`기타-이용량` is highly overall correlated with `총계-개소수` and 11 other fields	High correlation
`총계-이용량` is highly skewed (γ1 = 27.15860673)	Skewed
`수산업용-이용량` is highly skewed (γ1 = 28.88885265)	Skewed
`전작용-개소수` has 320 (8.9%) zeros	Zeros
`전작용-이용량` has 362 (10.1%) zeros	Zeros
`답작용-개소수` has 423 (11.8%) zeros	Zeros
`답작용-이용량` has 466 (13.0%) zeros	Zeros
`원예용-개소수` has 336 (9.4%) zeros	Zeros
`원예용-이용량` has 379 (10.6%) zeros	Zeros
`수산업용-개소수` has 2008 (55.9%) zeros	Zeros
`수산업용-이용량` has 2087 (58.1%) zeros	Zeros
`축산업용-개소수` has 881 (24.5%) zeros	Zeros
`축산업용-이용량` has 888 (24.7%) zeros	Zeros
`양어장용-개소수` has 1230 (34.2%) zeros	Zeros
`양어장용-이용량` has 1254 (34.9%) zeros	Zeros
`기타-개소수` has 215 (6.0%) zeros	Zeros
`기타-이용량` has 235 (6.5%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 04:30:28.835845
Analysis finished	2023-12-12 04:31:13.692110
Duration	44.86 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연도
Real number (ℝ)

Distinct	16
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2014.5192

Minimum	2007
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	2007
5-th percentile	2007
Q1	2011
median	2015
Q3	2019
95-th percentile	2022
Maximum	2022
Range	15
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.6116423
Coefficient of variation (CV)	0.0022892024
Kurtosis	-1.2083523
Mean	2014.5192
Median Absolute Deviation (MAD)	4
Skewness	-0.0045536306
Sum	7236153
Variance	21.267244
Monotonicity	Increasing

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2022	227	6.3%
2021	226	6.3%
2020	226	6.3%
2012	226	6.3%
2015	225	6.3%
2017	225	6.3%
2013	225	6.3%
2016	225	6.3%
2019	224	6.2%
2018	224	6.2%
Other values (6)	1339	37.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2007	224	6.2%
2008	223	6.2%
2009	223	6.2%
2010	222	6.2%
2011	223	6.2%
2012	226	6.3%
2013	225	6.3%
2014	224	6.2%
2015	225	6.3%
2016	225	6.3%

Value	Count	Frequency (%)
2022	227	6.3%
2021	226	6.3%
2020	226	6.3%
2019	224	6.2%
2018	224	6.2%
2017	225	6.3%
2016	225	6.3%
2015	225	6.3%
2014	224	6.2%
2013	225	6.3%

시도
Categorical

Distinct	17
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

경기도	496
경상북도	368
전라남도	352
서울특별시	350
경상남도	294
Other values (12)	1732

Length

Max length	7
Median length	5
Mean length	4.123608
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경기도	496	13.8%
경상북도	368	10.2%
전라남도	352	9.8%
서울특별시	350	9.7%
경상남도	294	8.2%
강원도	288	8.0%
충청남도	245	6.8%
부산광역시	242	6.7%
전라북도	224	6.2%
충청북도	183	5.1%
Other values (7)	550	15.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
경기도	496	13.8%
경상북도	368	10.2%
전라남도	352	9.8%
서울특별시	350	9.7%
경상남도	294	8.2%
강원도	288	8.0%
충청남도	245	6.8%
부산광역시	242	6.7%
전라북도	224	6.2%
충청북도	183	5.1%
Other values (7)	550	15.3%

시군구
Text

Distinct	215
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

Length

Max length	7
Median length	3
Mean length	2.9484967
Min length	2

Characters and Unicode

Total characters	10591
Distinct characters	137
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	3 ?
Unique (%)	0.1%

Sample

1st row	강릉시
2nd row	고성군
3rd row	동해시
4th row	삼척시
5th row	속초시

Value	Count	Frequency (%)
서구	80	2.2%
동구	80	2.2%
중구	78	2.2%
남구	71	2.0%
북구	64	1.8%
강서구	32	0.9%
고성군	32	0.9%
중랑구	16	0.4%
연수구	16	0.4%
부평구	16	0.4%
Other values (205)	3107	86.5%

Most occurring characters

Value	Count	Frequency (%)
군	1382	13.0%
시	1255	11.8%
구	1098	10.4%
천	345	3.3%
주	320	3.0%
양	288	2.7%
성	273	2.6%
산	252	2.4%
동	241	2.3%
서	208	2.0%
Other values (127)	4929	46.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	10591	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	1382	13.0%
시	1255	11.8%
구	1098	10.4%
천	345	3.3%
주	320	3.0%
양	288	2.7%
성	273	2.6%
산	252	2.4%
동	241	2.3%
서	208	2.0%
Other values (127)	4929	46.5%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	10591	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	1382	13.0%
시	1255	11.8%
구	1098	10.4%
천	345	3.3%
주	320	3.0%
양	288	2.7%
성	273	2.6%
산	252	2.4%
동	241	2.3%
서	208	2.0%
Other values (127)	4929	46.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	10591	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	1382	13.0%
시	1255	11.8%
구	1098	10.4%
천	345	3.3%
주	320	3.0%
양	288	2.7%
성	273	2.6%
산	252	2.4%
동	241	2.3%
서	208	2.0%
Other values (127)	4929	46.5%

총계-개소수
Real number (ℝ)

HIGH CORRELATION

Distinct	2236
Distinct (%)	62.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3147.5251

Minimum	0
Maximum	34769
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	249
median	1415
Q3	4200
95-th percentile	11770.9
Maximum	34769
Range	34769
Interquartile range (IQR)	3951

Descriptive statistics

Standard deviation	4473.2
Coefficient of variation (CV)	1.4211801
Kurtosis	9.8880131
Mean	3147.5251
Median Absolute Deviation (MAD)	1393
Skewness	2.6579913
Sum	11305910
Variance	20009518
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	95	2.6%
2	78	2.2%
3	45	1.3%
5	39	1.1%
8	38	1.1%
6	38	1.1%
4	35	1.0%
9	25	0.7%
7	23	0.6%
15	18	0.5%
Other values (2226)	3158	87.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	95	2.6%
2	78	2.2%
3	45	1.3%
4	35	1.0%
5	39	1.1%
6	38	1.1%
7	23	0.6%
8	38	1.1%
9	25	0.7%

Value	Count	Frequency (%)
34769	1	< 0.1%
34767	1	< 0.1%
34749	1	< 0.1%
34429	2	0.1%
34102	1	< 0.1%
34052	1	< 0.1%
33530	1	< 0.1%
28624	1	< 0.1%
28600	1	< 0.1%
28575	1	< 0.1%

총계-이용량
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	3013
Distinct (%)	83.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9960425

Minimum	0
Maximum	1.6652633 × 10⁹
Zeros	25
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	3075
Q1	489317.5
median	3872372.5
Q3	12120389
95-th percentile	29173045
Maximum	1.6652633 × 10⁹
Range	1.6652633 × 10⁹
Interquartile range (IQR)	11631071

Descriptive statistics

Standard deviation	53175770
Coefficient of variation (CV)	5.3387049
Kurtosis	806.25025
Mean	9960425
Median Absolute Deviation (MAD)	3804342.5
Skewness	27.158607
Sum	3.5777847 × 10¹⁰
Variance	2.8276625 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	25	0.7%
6096.0	14	0.4%
630.0	13	0.4%
5500.0	12	0.3%
800.0	11	0.3%
1049.0	9	0.3%
329549.0	7	0.2%
5773.0	7	0.2%
21482.0	6	0.2%
11768.0	6	0.2%
Other values (3003)	3482	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	25	0.7%
2.0	1	< 0.1%
39.0	1	< 0.1%
40.0	1	< 0.1%
46.0	1	< 0.1%
73.0	1	< 0.1%
74.0	1	< 0.1%
94.0	1	< 0.1%
96.0	1	< 0.1%
147.0	2	0.1%

Value	Count	Frequency (%)
1665263280.0	1	< 0.1%
1665263277.0	1	< 0.1%
1659457464.0	1	< 0.1%
740266560.0	1	< 0.1%
714782877.0	1	< 0.1%
714782876.0	1	< 0.1%
66383834.0	1	< 0.1%
65617421.0	1	< 0.1%
65615818.0	1	< 0.1%
65466218.0	1	< 0.1%

전작용-개소수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1401
Distinct (%)	39.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	820.6172

Minimum	0
Maximum	11893
Zeros	320
Zeros (%)	8.9%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	68.75
median	328
Q3	963.5
95-th percentile	3503.25
Maximum	11893
Range	11893
Interquartile range (IQR)	894.75

Descriptive statistics

Standard deviation	1298.5514
Coefficient of variation (CV)	1.5824083
Kurtosis	15.994847
Mean	820.6172
Median Absolute Deviation (MAD)	318
Skewness	3.3127981
Sum	2947657
Variance	1686235.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	320	8.9%
1	92	2.6%
2	40	1.1%
3	30	0.8%
6	25	0.7%
10	19	0.5%
13	18	0.5%
8	17	0.5%
5	15	0.4%
9	14	0.4%
Other values (1391)	3002	83.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	320	8.9%
1	92	2.6%
2	40	1.1%
3	30	0.8%
4	13	0.4%
5	15	0.4%
6	25	0.7%
7	11	0.3%
8	17	0.5%
9	14	0.4%

Value	Count	Frequency (%)
11893	2	0.1%
11677	2	0.1%
11676	1	< 0.1%
11472	1	< 0.1%
10484	2	0.1%
10330	1	< 0.1%
10287	1	< 0.1%
10057	2	0.1%
7192	1	< 0.1%
7158	1	< 0.1%

전작용-이용량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2621
Distinct (%)	73.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2225209.4

Minimum	0
Maximum	49298299
Zeros	362
Zeros (%)	10.1%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	139537
median	884716.5
Q3	2542522.8
95-th percentile	8363759.5
Maximum	49298299
Range	49298299
Interquartile range (IQR)	2402985.8

Descriptive statistics

Standard deviation	4402385.3
Coefficient of variation (CV)	1.9784139
Kurtosis	42.324884
Mean	2225209.4
Median Absolute Deviation (MAD)	869539.5
Skewness	5.5616106
Sum	7.9929523 × 10⁹
Variance	1.9380997 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	362	10.1%
2115.0	9	0.3%
6000.0	8	0.2%
5475.0	8	0.2%
220.0	7	0.2%
7436.0	6	0.2%
17320.0	5	0.1%
139537.0	5	0.1%
300.0	5	0.1%
18600.0	5	0.1%
Other values (2611)	3172	88.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	362	10.1%
2.0	1	< 0.1%
11.0	2	0.1%
29.0	1	< 0.1%
30.0	1	< 0.1%
73.0	1	< 0.1%
74.0	1	< 0.1%
94.0	1	< 0.1%
120.0	1	< 0.1%
122.0	1	< 0.1%

Value	Count	Frequency (%)
49298299.0	1	< 0.1%
47919017.0	2	0.1%
46940321.0	1	< 0.1%
46709926.0	1	< 0.1%
46476214.0	2	0.1%
44920466.0	2	0.1%
44735058.0	1	< 0.1%
42270141.0	2	0.1%
38256785.0	1	< 0.1%
37800021.0	1	< 0.1%

답작용-개소수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1687
Distinct (%)	47.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1851.5354

Minimum	0
Maximum	30841
Zeros	423
Zeros (%)	11.8%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	28
median	484
Q3	2106
95-th percentile	7744.5
Maximum	30841
Range	30841
Interquartile range (IQR)	2078

Descriptive statistics

Standard deviation	3409.172
Coefficient of variation (CV)	1.8412676
Kurtosis	20.611676
Mean	1851.5354
Median Absolute Deviation (MAD)	483
Skewness	3.8143616
Sum	6650715
Variance	11622454
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	423	11.8%
1	91	2.5%
2	61	1.7%
8	29	0.8%
4	27	0.8%
10	23	0.6%
5	21	0.6%
21	20	0.6%
7	20	0.6%
3	19	0.5%
Other values (1677)	2858	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	423	11.8%
1	91	2.5%
2	61	1.7%
3	19	0.5%
4	27	0.8%
5	21	0.6%
6	13	0.4%
7	20	0.6%
8	29	0.8%
9	11	0.3%

Value	Count	Frequency (%)
30841	2	0.1%
30838	1	< 0.1%
30647	2	0.1%
30512	1	< 0.1%
30504	1	< 0.1%
30117	1	< 0.1%
26596	1	< 0.1%
26589	1	< 0.1%
26585	1	< 0.1%
26556	1	< 0.1%

답작용-이용량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2443
Distinct (%)	68.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4212509.2

Minimum	0
Maximum	60546119
Zeros	466
Zeros (%)	13.0%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	48850.75
median	1062488
Q3	5238486.5
95-th percentile	16428410
Maximum	60546119
Range	60546119
Interquartile range (IQR)	5189635.8

Descriptive statistics

Standard deviation	7534237.9
Coefficient of variation (CV)	1.7885392
Kurtosis	13.289573
Mean	4212509.2
Median Absolute Deviation (MAD)	1062488
Skewness	3.2825183
Sum	1.5131333 × 10¹⁰
Variance	5.6764741 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	466	13.0%
630.0	13	0.4%
2100.0	10	0.3%
11242.0	9	0.3%
374313.0	7	0.2%
328500.0	7	0.2%
554.0	7	0.2%
9867.0	7	0.2%
970.0	6	0.2%
11828.0	6	0.2%
Other values (2433)	3054	85.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	466	13.0%
2.0	1	< 0.1%
32.0	1	< 0.1%
40.0	1	< 0.1%
46.0	1	< 0.1%
50.0	4	0.1%
73.0	1	< 0.1%
96.0	1	< 0.1%
112.0	1	< 0.1%
197.0	1	< 0.1%

Value	Count	Frequency (%)
60546119.0	1	< 0.1%
59922702.0	1	< 0.1%
56156802.0	1	< 0.1%
56152328.0	1	< 0.1%
56077843.0	1	< 0.1%
55527935.0	1	< 0.1%
55524622.0	1	< 0.1%
55513778.0	1	< 0.1%
55508947.0	1	< 0.1%
44443353.0	2	0.1%

원예용-개소수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	679
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	216.09744

Minimum	0
Maximum	7653
Zeros	336
Zeros (%)	9.4%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	38
Q3	201.25
95-th percentile	905.15
Maximum	7653
Range	7653
Interquartile range (IQR)	194.25

Descriptive statistics

Standard deviation	563.60078
Coefficient of variation (CV)	2.6080863
Kurtosis	75.839934
Mean	216.09744
Median Absolute Deviation (MAD)	37
Skewness	7.4204362
Sum	776222
Variance	317645.84
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	336	9.4%
2	136	3.8%
1	120	3.3%
5	89	2.5%
6	88	2.4%
3	73	2.0%
9	65	1.8%
7	63	1.8%
8	57	1.6%
14	53	1.5%
Other values (669)	2512	69.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	336	9.4%
1	120	3.3%
2	136	3.8%
3	73	2.0%
4	44	1.2%
5	89	2.5%
6	88	2.4%
7	63	1.8%
8	57	1.6%
9	65	1.8%

Value	Count	Frequency (%)
7653	2	0.1%
7492	1	< 0.1%
7363	2	0.1%
7294	1	< 0.1%
7243	1	< 0.1%
7149	1	< 0.1%
7054	1	< 0.1%
4940	1	< 0.1%
4274	1	< 0.1%
4262	2	0.1%

원예용-이용량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2142
Distinct (%)	59.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	642113.29

Minimum	0
Maximum	21141768
Zeros	379
Zeros (%)	10.6%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	14795
median	96793
Q3	472222.5
95-th percentile	2719499.6
Maximum	21141768
Range	21141768
Interquartile range (IQR)	457427.5

Descriptive statistics

Standard deviation	1762488.5
Coefficient of variation (CV)	2.7448247
Kurtosis	57.244054
Mean	642113.29
Median Absolute Deviation (MAD)	96709
Skewness	6.68607
Sum	2.3064709 × 10⁹
Variance	3.1063655 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	379	10.6%
19800	16	0.4%
5500	12	0.3%
39948	11	0.3%
300	10	0.3%
14795	10	0.3%
2605	9	0.3%
12510	9	0.3%
1186	9	0.3%
117892	8	0.2%
Other values (2132)	3119	86.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	379	10.6%
13	1	< 0.1%
22	1	< 0.1%
39	1	< 0.1%
43	3	0.1%
55	2	0.1%
64	1	< 0.1%
84	3	0.1%
91	1	< 0.1%
100	2	0.1%

Value	Count	Frequency (%)
21141768	2	0.1%
21103031	1	< 0.1%
20363244	1	< 0.1%
20351422	2	0.1%
19560114	1	< 0.1%
19523847	1	< 0.1%
16430392	1	< 0.1%
16262598	1	< 0.1%
16114743	1	< 0.1%
16012979	2	0.1%

수산업용-개소수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	82
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.4629733

Minimum	0
Maximum	798
Zeros	2008
Zeros (%)	55.9%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	15
Maximum	798
Range	798
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	57.22638
Coefficient of variation (CV)	6.761971
Kurtosis	123.44079
Mean	8.4629733
Median Absolute Deviation (MAD)	0
Skewness	10.846985
Sum	30399
Variance	3274.8586
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2008	55.9%
1	473	13.2%
2	303	8.4%
3	135	3.8%
4	134	3.7%
5	53	1.5%
6	53	1.5%
8	45	1.3%
12	36	1.0%
7	35	1.0%
Other values (72)	317	8.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2008	55.9%
1	473	13.2%
2	303	8.4%
3	135	3.8%
4	134	3.7%
5	53	1.5%
6	53	1.5%
7	35	1.0%
8	45	1.3%
9	29	0.8%

Value	Count	Frequency (%)
798	1	< 0.1%
787	1	< 0.1%
781	1	< 0.1%
764	1	< 0.1%
741	1	< 0.1%
718	1	< 0.1%
717	1	< 0.1%
660	2	0.1%
658	1	< 0.1%
656	1	< 0.1%

수산업용-이용량
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	458
Distinct (%)	12.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1966879.5

Minimum	0
Maximum	1.6330197 × 10⁹
Zeros	2087
Zeros (%)	58.1%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	7300
95-th percentile	86384.05
Maximum	1.6330197 × 10⁹
Range	1.6330197 × 10⁹
Interquartile range (IQR)	7300

Descriptive statistics

Standard deviation	51238825
Coefficient of variation (CV)	26.05082
Kurtosis	876.35026
Mean	1966879.5
Median Absolute Deviation (MAD)	0
Skewness	28.888853
Sum	7.0650313 × 10⁹
Variance	2.6254172 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2087	58.1%
7300	44	1.2%
3600	22	0.6%
6000	19	0.5%
5600	18	0.5%
9000	17	0.5%
1460	17	0.5%
4968	16	0.4%
23725	16	0.4%
270	16	0.4%
Other values (448)	1320	36.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2087	58.1%
2	2	0.1%
26	2	0.1%
53	6	0.2%
54	1	< 0.1%
65	1	< 0.1%
73	1	< 0.1%
83	1	< 0.1%
92	1	< 0.1%
104	1	< 0.1%

Value	Count	Frequency (%)
1633019746	1	< 0.1%
1633019743	1	< 0.1%
1619576793	1	< 0.1%
719178410	1	< 0.1%
695696577	1	< 0.1%
695696576	1	< 0.1%
2347277	1	< 0.1%
2013050	1	< 0.1%
1451045	1	< 0.1%
750785	1	< 0.1%

축산업용-개소수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	285
Distinct (%)	7.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.169822

Minimum	0
Maximum	568
Zeros	881
Zeros (%)	24.5%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	10
Q3	56
95-th percentile	202
Maximum	568
Range	568
Interquartile range (IQR)	55

Descriptive statistics

Standard deviation	73.45633
Coefficient of variation (CV)	1.6630434
Kurtosis	9.2269734
Mean	44.169822
Median Absolute Deviation (MAD)	10
Skewness	2.7055378
Sum	158658
Variance	5395.8325
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	881	24.5%
1	160	4.5%
2	140	3.9%
3	112	3.1%
5	103	2.9%
4	101	2.8%
7	98	2.7%
6	84	2.3%
9	56	1.6%
15	43	1.2%
Other values (275)	1814	50.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	881	24.5%
1	160	4.5%
2	140	3.9%
3	112	3.1%
4	101	2.8%
5	103	2.9%
6	84	2.3%
7	98	2.7%
8	37	1.0%
9	56	1.6%

Value	Count	Frequency (%)
568	2	0.1%
561	1	< 0.1%
552	2	0.1%
543	1	< 0.1%
508	1	< 0.1%
496	1	< 0.1%
480	1	< 0.1%
463	1	< 0.1%
457	1	< 0.1%
442	1	< 0.1%

축산업용-이용량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1524
Distinct (%)	42.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	122581.13

Minimum	0
Maximum	1811355
Zeros	888
Zeros (%)	24.7%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	229.25
median	26042.5
Q3	159971.25
95-th percentile	513373.45
Maximum	1811355
Range	1811355
Interquartile range (IQR)	159742

Descriptive statistics

Standard deviation	221126.03
Coefficient of variation (CV)	1.8039157
Kurtosis	15.721649
Mean	122581.13
Median Absolute Deviation (MAD)	26042.5
Skewness	3.4583138
Sum	4.4031142 × 10⁸
Variance	4.889672 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	888	24.7%
480	16	0.4%
1908	16	0.4%
6480	16	0.4%
9950	16	0.4%
14600	15	0.4%
25550	15	0.4%
300	14	0.4%
353	11	0.3%
4628	11	0.3%
Other values (1514)	2574	71.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	888	24.7%
31	1	< 0.1%
69	1	< 0.1%
83	1	< 0.1%
84	4	0.1%
109	1	< 0.1%
115	1	< 0.1%
170	1	< 0.1%
249	1	< 0.1%
252	2	0.1%

Value	Count	Frequency (%)
1811355	1	< 0.1%
1669821	2	0.1%
1635129	2	0.1%
1627206	2	0.1%
1625980	1	< 0.1%
1613732	1	< 0.1%
1609821	1	< 0.1%
1609382	1	< 0.1%
1601303	1	< 0.1%
1589990	1	< 0.1%

양어장용-개소수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	86
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.6082962

Minimum	0
Maximum	185
Zeros	1230
Zeros (%)	34.2%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	7
95-th percentile	26
Maximum	185
Range	185
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	19.441591
Coefficient of variation (CV)	2.5553147
Kurtosis	43.839219
Mean	7.6082962
Median Absolute Deviation (MAD)	2
Skewness	6.1854474
Sum	27329
Variance	377.97546
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1230	34.2%
1	371	10.3%
2	288	8.0%
4	200	5.6%
3	196	5.5%
5	169	4.7%
7	157	4.4%
6	125	3.5%
9	91	2.5%
8	77	2.1%
Other values (76)	688	19.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1230	34.2%
1	371	10.3%
2	288	8.0%
3	196	5.5%
4	200	5.6%
5	169	4.7%
6	125	3.5%
7	157	4.4%
8	77	2.1%
9	91	2.5%

Value	Count	Frequency (%)
185	2	0.1%
181	1	< 0.1%
179	1	< 0.1%
178	2	0.1%
174	2	0.1%
172	2	0.1%
170	1	< 0.1%
168	2	0.1%
161	1	< 0.1%
160	1	< 0.1%

양어장용-이용량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	802
Distinct (%)	22.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	100011.43

Minimum	0
Maximum	6220480
Zeros	1254
Zeros (%)	34.9%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	9700
Q3	51398
95-th percentile	339707.35
Maximum	6220480
Range	6220480
Interquartile range (IQR)	51398

Descriptive statistics

Standard deviation	445202.34
Coefficient of variation (CV)	4.4515145
Kurtosis	102.40233
Mean	100011.43
Median Absolute Deviation (MAD)	9700
Skewness	9.582757
Sum	3.5924107 × 10⁸
Variance	1.9820513 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1254	34.9%
3600	25	0.7%
24000	21	0.6%
32850	18	0.5%
7300	18	0.5%
37800	16	0.4%
14400	16	0.4%
30110	16	0.4%
117260	16	0.4%
21485	15	0.4%
Other values (792)	2177	60.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1254	34.9%
56	1	< 0.1%
83	1	< 0.1%
109	1	< 0.1%
116	1	< 0.1%
150	14	0.4%
234	10	0.3%
296	1	< 0.1%
332	2	0.1%
336	1	< 0.1%

Value	Count	Frequency (%)
6220480	1	< 0.1%
5996883	1	< 0.1%
5508175	2	0.1%
5504525	3	0.1%
5255774	2	0.1%
5255773	1	< 0.1%
5181967	1	< 0.1%
5094567	1	< 0.1%
5080167	2	0.1%
4668088	1	< 0.1%

기타-개소수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	564
Distinct (%)	15.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	199.03396

Minimum	0
Maximum	9323
Zeros	215
Zeros (%)	6.0%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	43
Q3	142
95-th percentile	599.6
Maximum	9323
Range	9323
Interquartile range (IQR)	134

Descriptive statistics

Standard deviation	697.88542
Coefficient of variation (CV)	3.5063635
Kurtosis	94.897291
Mean	199.03396
Median Absolute Deviation (MAD)	41
Skewness	8.9358139
Sum	714930
Variance	487044.06
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	215	6.0%
1	197	5.5%
2	97	2.7%
3	83	2.3%
4	75	2.1%
5	73	2.0%
8	63	1.8%
9	57	1.6%
6	54	1.5%
7	52	1.4%
Other values (554)	2626	73.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	215	6.0%
1	197	5.5%
2	97	2.7%
3	83	2.3%
4	75	2.1%
5	73	2.0%
6	54	1.5%
7	52	1.4%
8	63	1.8%
9	57	1.6%

Value	Count	Frequency (%)
9323	1	< 0.1%
9147	1	< 0.1%
9025	1	< 0.1%
8953	1	< 0.1%
8920	1	< 0.1%
8886	1	< 0.1%
8883	2	0.1%
8866	1	< 0.1%
8861	1	< 0.1%
7120	1	< 0.1%

기타-이용량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2266
Distinct (%)	63.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	691121.06

Minimum	0
Maximum	40236451
Zeros	235
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	22738
median	149882.5
Q3	540131
95-th percentile	2947503.3
Maximum	40236451
Range	40236451
Interquartile range (IQR)	517393

Descriptive statistics

Standard deviation	2301423.3
Coefficient of variation (CV)	3.3299857
Kurtosis	200.74866
Mean	691121.06
Median Absolute Deviation (MAD)	148012.5
Skewness	12.651671
Sum	2.4825069 × 10⁹
Variance	5.296549 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	235	6.5%
9971.0	16	0.4%
5773.0	15	0.4%
1049.0	15	0.4%
3030.0	14	0.4%
730.0	11	0.3%
10250.0	11	0.3%
800.0	11	0.3%
778.0	10	0.3%
42.0	10	0.3%
Other values (2256)	3244	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	235	6.5%
1.0	2	0.1%
42.0	10	0.3%
200.0	1	< 0.1%
256.0	2	0.1%
292.0	7	0.2%
365.0	2	0.1%
366.0	8	0.2%
412.0	8	0.2%
438.0	4	0.1%

Value	Count	Frequency (%)
40236451.0	1	< 0.1%
40000940.0	1	< 0.1%
39234730.0	1	< 0.1%
39230230.0	1	< 0.1%
39227890.0	1	< 0.1%
39125440.0	1	< 0.1%
39099940.0	2	0.1%
39084940.0	1	< 0.1%
15390872.0	1	< 0.1%
13991561.0	1	< 0.1%

Phik (φk)
Auto

Heatmap
Table

	연도	시도	총계-개소수	총계-이용량	전작용-개소수	전작용-이용량	답작용-개소수	답작용-이용량	원예용-개소수	원예용-이용량	수산업용-개소수	수산업용-이용량	축산업용-개소수	축산업용-이용량	양어장용-개소수	양어장용-이용량	기타-개소수	기타-이용량
연도	1.000	0.000	0.000	0.017	0.126	0.098	0.000	0.107	0.000	0.024	0.000	0.017	0.169	0.169	0.018	0.019	0.000	0.000
시도	0.000	1.000	0.560	0.482	0.495	0.632	0.599	0.468	0.400	0.398	0.558	0.482	0.498	0.457	0.400	0.355	0.326	0.272
총계-개소수	0.000	0.560	1.000	0.000	0.585	0.556	0.913	0.679	0.520	0.368	0.439	0.000	0.696	0.615	0.649	0.626	0.384	0.447
총계-이용량	0.017	0.482	0.000	1.000	0.170	0.686	0.000	0.000	0.000	0.000	0.945	1.000	0.000	0.258	0.000	0.000	0.000	0.232
전작용-개소수	0.126	0.495	0.585	0.170	1.000	0.703	0.530	0.313	0.162	0.227	0.148	0.170	0.423	0.374	0.537	0.572	0.239	0.272
전작용-이용량	0.098	0.632	0.556	0.686	0.703	1.000	0.312	0.254	0.000	0.175	0.480	0.686	0.408	0.452	0.308	0.341	0.232	0.325
답작용-개소수	0.000	0.599	0.913	0.000	0.530	0.312	1.000	0.842	0.392	0.240	0.660	0.000	0.457	0.463	0.785	0.763	0.175	0.093
답작용-이용량	0.107	0.468	0.679	0.000	0.313	0.254	0.842	1.000	0.606	0.690	0.145	0.000	0.409	0.357	0.635	0.614	0.165	0.131
원예용-개소수	0.000	0.400	0.520	0.000	0.162	0.000	0.392	0.606	1.000	0.812	0.158	0.000	0.513	0.321	0.301	0.297	0.139	0.113
원예용-이용량	0.024	0.398	0.368	0.000	0.227	0.175	0.240	0.690	0.812	1.000	0.145	0.000	0.411	0.323	0.458	0.490	0.268	0.130
수산업용-개소수	0.000	0.558	0.439	0.945	0.148	0.480	0.660	0.145	0.158	0.145	1.000	0.945	0.295	0.483	0.000	0.000	0.153	0.137
수산업용-이용량	0.017	0.482	0.000	1.000	0.170	0.686	0.000	0.000	0.000	0.000	0.945	1.000	0.000	0.258	0.000	0.000	0.000	0.232
축산업용-개소수	0.169	0.498	0.696	0.000	0.423	0.408	0.457	0.409	0.513	0.411	0.295	0.000	1.000	0.858	0.421	0.232	0.236	0.355
축산업용-이용량	0.169	0.457	0.615	0.258	0.374	0.452	0.463	0.357	0.321	0.323	0.483	0.258	0.858	1.000	0.453	0.279	0.169	0.313
양어장용-개소수	0.018	0.400	0.649	0.000	0.537	0.308	0.785	0.635	0.301	0.458	0.000	0.000	0.421	0.453	1.000	0.904	0.316	0.273
양어장용-이용량	0.019	0.355	0.626	0.000	0.572	0.341	0.763	0.614	0.297	0.490	0.000	0.000	0.232	0.279	0.904	1.000	0.398	0.336
기타-개소수	0.000	0.326	0.384	0.000	0.239	0.232	0.175	0.165	0.139	0.268	0.153	0.000	0.236	0.169	0.316	0.398	1.000	0.814
기타-이용량	0.000	0.272	0.447	0.232	0.272	0.325	0.093	0.131	0.113	0.130	0.137	0.232	0.355	0.313	0.273	0.336	0.814	1.000

Heatmap
Table

	연도	총계-개소수	총계-이용량	전작용-개소수	전작용-이용량	답작용-개소수	답작용-이용량	원예용-개소수	원예용-이용량	수산업용-개소수	수산업용-이용량	축산업용-개소수	축산업용-이용량	양어장용-개소수	양어장용-이용량	기타-개소수	기타-이용량	시도
연도	1.000	0.086	-0.015	0.194	0.115	0.045	-0.082	0.140	0.022	0.122	0.128	0.146	0.124	0.144	0.123	0.093	0.077	0.000
총계-개소수	0.086	1.000	0.910	0.858	0.808	0.943	0.862	0.799	0.778	0.498	0.483	0.818	0.802	0.698	0.661	0.706	0.660	0.256
총계-이용량	-0.015	0.910	1.000	0.779	0.853	0.849	0.909	0.715	0.778	0.436	0.434	0.778	0.814	0.641	0.635	0.678	0.700	0.298
전작용-개소수	0.194	0.858	0.779	1.000	0.924	0.727	0.639	0.656	0.621	0.425	0.420	0.768	0.754	0.653	0.603	0.648	0.608	0.222
전작용-이용량	0.115	0.808	0.853	0.924	1.000	0.693	0.701	0.609	0.643	0.394	0.403	0.733	0.760	0.609	0.593	0.640	0.659	0.306
답작용-개소수	0.045	0.943	0.849	0.727	0.693	1.000	0.927	0.784	0.770	0.483	0.467	0.778	0.752	0.664	0.637	0.627	0.601	0.288
답작용-이용량	-0.082	0.862	0.909	0.639	0.701	0.927	1.000	0.724	0.792	0.421	0.416	0.729	0.743	0.610	0.605	0.619	0.637	0.207
원예용-개소수	0.140	0.799	0.715	0.656	0.609	0.784	0.724	1.000	0.938	0.440	0.432	0.700	0.675	0.618	0.593	0.621	0.565	0.179
원예용-이용량	0.022	0.778	0.778	0.621	0.643	0.770	0.792	0.938	1.000	0.394	0.393	0.688	0.690	0.586	0.578	0.632	0.620	0.170
수산업용-개소수	0.122	0.498	0.436	0.425	0.394	0.483	0.421	0.440	0.394	1.000	0.953	0.492	0.465	0.538	0.490	0.285	0.265	0.302
수산업용-이용량	0.128	0.483	0.434	0.420	0.403	0.467	0.416	0.432	0.393	0.953	1.000	0.482	0.471	0.536	0.506	0.274	0.261	0.298
축산업용-개소수	0.146	0.818	0.778	0.768	0.733	0.778	0.729	0.700	0.688	0.492	0.482	1.000	0.951	0.738	0.687	0.596	0.584	0.218
축산업용-이용량	0.124	0.802	0.814	0.754	0.760	0.752	0.743	0.675	0.690	0.465	0.471	0.951	1.000	0.704	0.675	0.601	0.617	0.196
양어장용-개소수	0.144	0.698	0.641	0.653	0.609	0.664	0.610	0.618	0.586	0.538	0.536	0.738	0.704	1.000	0.934	0.525	0.495	0.168
양어장용-이용량	0.123	0.661	0.635	0.603	0.593	0.637	0.605	0.593	0.578	0.490	0.506	0.687	0.675	0.934	1.000	0.515	0.513	0.150
기타-개소수	0.093	0.706	0.678	0.648	0.640	0.627	0.619	0.621	0.632	0.285	0.274	0.596	0.601	0.525	0.515	1.000	0.905	0.153
기타-이용량	0.077	0.660	0.700	0.608	0.659	0.601	0.637	0.565	0.620	0.265	0.261	0.584	0.617	0.495	0.513	0.905	1.000	0.143
시도	0.000	0.256	0.298	0.222	0.306	0.288	0.207	0.179	0.170	0.302	0.298	0.218	0.196	0.168	0.150	0.153	0.143	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	연도	시도	시군구	총계-개소수	총계-이용량	전작용-개소수	전작용-이용량	답작용-개소수	답작용-이용량	원예용-개소수	원예용-이용량	수산업용-개소수	수산업용-이용량	축산업용-개소수	축산업용-이용량	양어장용-개소수	양어장용-이용량	기타-개소수	기타-이용량
0	2007	강원도	강릉시	871	4897022.0	440	2070119.0	293	1275368.0	36	533089	2	4476	8	74229	7	23625	85	916116.0
1	2007	강원도	고성군	590	4118608.0	67	115042.0	492	3582176.0	6	16620	0	0	3	2400	1	900	21	401470.0
2	2007	강원도	동해시	148	1310050.0	89	504291.0	37	436404.0	3	28800	0	0	2	354	0	0	17	340201.0
3	2007	강원도	삼척시	529	6390686.0	270	4565049.0	246	1709593.0	7	7244	0	0	2	15600	1	3200	3	90000.0
4	2007	강원도	속초시	26	30165.0	20	18577.0	2	5494.0	0	0	0	0	0	0	0	0	4	6094.0
5	2007	강원도	양구군	2013	3758767.0	138	453610.0	1849	3257057.0	5	12000	0	0	19	34000	0	0	2	2100.0
6	2007	강원도	양양군	645	4188697.0	72	73045.0	539	939273.0	7	41470	0	0	10	8340	6	3123900	11	2669.0
7	2007	강원도	영월군	485	3913455.0	324	2426015.0	101	781550.0	14	181650	0	0	5	58240	5	23500	36	442500.0
8	2007	강원도	원주시	5166	16832750.0	1225	4419103.0	3545	10812162.0	237	713385	1	3000	111	329703	13	131150	34	424247.0
9	2007	강원도	인제군	102	519207.0	36	161813.0	22	147315.0	1	14400	0	0	2	1963	3	31000	38	162716.0

	연도	시도	시군구	총계-개소수	총계-이용량	전작용-개소수	전작용-이용량	답작용-개소수	답작용-이용량	원예용-개소수	원예용-이용량	수산업용-개소수	수산업용-이용량	축산업용-개소수	축산업용-이용량	양어장용-개소수	양어장용-이용량	기타-개소수	기타-이용량
3582	2022	충청북도	단양군	482	1230373.0	352	795894.0	39	34602.0	10	12846	0	0	32	15526	4	12227	45	359278.0
3583	2022	충청북도	보은군	5595	10588828.0	2281	5488896.0	2552	3330919.0	275	446069	0	0	124	192222	7	112470	356	1018252.0
3584	2022	충청북도	영동군	5751	16683664.0	4049	9616799.0	859	2484587.0	404	3050297	0	0	117	417466	4	40001	318	1074514.0
3585	2022	충청북도	옥천군	8262	13107134.0	2916	6348875.0	3319	3534966.0	1690	2061263	4	25300	168	312657	19	287155	146	536918.0
3586	2022	충청북도	음성군	8831	19076772.0	4523	10016538.0	3167	4551624.0	292	1136964	2	6000	330	1219810	10	60952	507	2084884.0
3587	2022	충청북도	제천시	5824	20758605.0	4445	17700208.0	1092	1801878.0	52	181956	0	0	101	260397	17	225850	117	588316.0
3588	2022	충청북도	증평군	2105	3384745.0	491	978922.0	1392	1996435.0	54	95131	2	7300	136	239416	2	7300	28	60241.0
3589	2022	충청북도	진천군	4333	12978780.0	569	1367416.0	3095	9680090.0	170	523157	1	5600	285	755058	75	261929	138	385530.0
3590	2022	충청북도	청주시	25696	26275460.0	4148	8223857.0	19836	14554070.0	996	1681185	4	13400	379	746349	20	118244	313	938355.0
3591	2022	충청북도	충주시	11190	25671348.0	5247	10048063.0	2084	2128888.0	1692	2475054	2	4968	257	760755	156	5508175	1752	4745445.0

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Most occurring scripts

Most frequent character per script

Hangul

Most occurring blocks

Most frequent character per block

Hangul

Interactions

Correlations

Missing values

Sample