gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	1794
Missing cells	2190
Missing cells (%)	6.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	298.0 KiB
Average record size in memory	170.1 B

Variable types

Text	1
Numeric	18

Dataset

Description	한국부동산원(구.한국감정원)에서 제공하는 부동산거래현황 중 순수토지 거래현황의 연도별 지목별(필지수) 데이터입니다.- (단위 : 천㎡)- 공표시기 : 익월 말일경
Author	한국부동산원
URL	https://www.data.go.kr/data/15068327/fileData.do

Alerts

`2006` is highly overall correlated with `2007` and 16 other fields	High correlation
`2007` is highly overall correlated with `2006` and 16 other fields	High correlation
`2008` is highly overall correlated with `2006` and 16 other fields	High correlation
`2009` is highly overall correlated with `2006` and 16 other fields	High correlation
`2010` is highly overall correlated with `2006` and 16 other fields	High correlation
`2011` is highly overall correlated with `2006` and 16 other fields	High correlation
`2012` is highly overall correlated with `2006` and 16 other fields	High correlation
`2013` is highly overall correlated with `2006` and 16 other fields	High correlation
`2014` is highly overall correlated with `2006` and 16 other fields	High correlation
`2015` is highly overall correlated with `2006` and 16 other fields	High correlation
`2016` is highly overall correlated with `2006` and 16 other fields	High correlation
`2017` is highly overall correlated with `2006` and 16 other fields	High correlation
`2018` is highly overall correlated with `2006` and 16 other fields	High correlation
`2019` is highly overall correlated with `2006` and 16 other fields	High correlation
`2020` is highly overall correlated with `2006` and 16 other fields	High correlation
`2021` is highly overall correlated with `2006` and 16 other fields	High correlation
`2022` is highly overall correlated with `2006` and 16 other fields	High correlation
`2023` is highly overall correlated with `2006` and 16 other fields	High correlation
`2006` has 132 (7.4%) missing values	Missing
`2007` has 162 (9.0%) missing values	Missing
`2008` has 150 (8.4%) missing values	Missing
`2009` has 150 (8.4%) missing values	Missing
`2010` has 114 (6.4%) missing values	Missing
`2011` has 132 (7.4%) missing values	Missing
`2012` has 120 (6.7%) missing values	Missing
`2013` has 120 (6.7%) missing values	Missing
`2014` has 78 (4.3%) missing values	Missing
`2015` has 102 (5.7%) missing values	Missing
`2016` has 102 (5.7%) missing values	Missing
`2017` has 120 (6.7%) missing values	Missing
`2018` has 114 (6.4%) missing values	Missing
`2019` has 120 (6.7%) missing values	Missing
`2020` has 120 (6.7%) missing values	Missing
`2021` has 120 (6.7%) missing values	Missing
`2022` has 120 (6.7%) missing values	Missing
`2023` has 114 (6.4%) missing values	Missing
`지역_지목` has unique values	Unique
`2006` has 73 (4.1%) zeros	Zeros
`2007` has 68 (3.8%) zeros	Zeros
`2008` has 68 (3.8%) zeros	Zeros
`2009` has 64 (3.6%) zeros	Zeros
`2010` has 72 (4.0%) zeros	Zeros
`2011` has 77 (4.3%) zeros	Zeros
`2012` has 71 (4.0%) zeros	Zeros
`2013` has 68 (3.8%) zeros	Zeros
`2014` has 68 (3.8%) zeros	Zeros
`2015` has 59 (3.3%) zeros	Zeros
`2016` has 61 (3.4%) zeros	Zeros
`2017` has 64 (3.6%) zeros	Zeros
`2018` has 61 (3.4%) zeros	Zeros
`2019` has 68 (3.8%) zeros	Zeros
`2020` has 63 (3.5%) zeros	Zeros
`2021` has 65 (3.6%) zeros	Zeros
`2022` has 73 (4.1%) zeros	Zeros
`2023` has 84 (4.7%) zeros	Zeros

Reproduction

Analysis started	2024-03-23 05:34:59.464888
Analysis finished	2024-03-23 05:36:05.343763
Duration	1 minute and 5.88 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

지역_지목
Text

UNIQUE

Distinct	1794
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

Length

Max length	19
Median length	18
Mean length	9.0680045
Min length	4

Characters and Unicode

Total characters	16268
Distinct characters	151
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	1794 ?
Unique (%)	100.0%

Sample

1st row	전국_전
2nd row	전국_답
3rd row	전국_대지
4th row	전국_임야
5th row	전국_공장

Value	Count	Frequency (%)
경기	312	8.4%
경남	156	4.2%
서울	150	4.1%
경북	150	4.1%
전남	132	3.6%
충북	114	3.1%
충남	114	3.1%
강원	108	2.9%
부산	96	2.6%
전북	96	2.6%
Other values (1659)	2268	61.4%

Most occurring characters

Value	Count	Frequency (%)
	1902	11.7%
_	1794	11.0%
구	846	5.2%
시	732	4.5%
경	654	4.0%
기	635	3.9%
전	599	3.7%
군	558	3.4%
남	534	3.3%
북	432	2.7%
Other values (141)	7582	46.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	12344	75.9%
Space Separator	1902	11.7%
Connector Punctuation	1794	11.0%
Open Punctuation	114	0.7%
Close Punctuation	114	0.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	846	6.9%
시	732	5.9%
경	654	5.3%
기	635	5.1%
전	599	4.9%
군	558	4.5%
남	534	4.3%
북	432	3.5%
대	419	3.4%
장	329	2.7%
Other values (137)	6606	53.5%

Space Separator

Value	Count	Frequency (%)
	1902	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1794	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	114	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	114	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	12344	75.9%
Common	3924	24.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	846	6.9%
시	732	5.9%
경	654	5.3%
기	635	5.1%
전	599	4.9%
군	558	4.5%
남	534	4.3%
북	432	3.5%
대	419	3.4%
장	329	2.7%
Other values (137)	6606	53.5%

Common

Value	Count	Frequency (%)
	1902	48.5%
_	1794	45.7%
(	114	2.9%
)	114	2.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	12344	75.9%
ASCII	3924	24.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1902	48.5%
_	1794	45.7%
(	114	2.9%
)	114	2.9%

Hangul

Value	Count	Frequency (%)
구	846	6.9%
시	732	5.9%
경	654	5.3%
기	635	5.1%
전	599	4.9%
군	558	4.5%
남	534	4.3%
북	432	3.5%
대	419	3.4%
장	329	2.7%
Other values (137)	6606	53.5%

2006
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	998
Distinct (%)	60.0%
Missing	132
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	1865.1528

Minimum	0
Maximum	273497
Zeros	73
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	68
median	375
Q3	1098
95-th percentile	3885.4
Maximum	273497
Range	273497
Interquartile range (IQR)	1030

Descriptive statistics

Standard deviation	12234.169
Coefficient of variation (CV)	6.5593386
Kurtosis	332.14455
Mean	1865.1528
Median Absolute Deviation (MAD)	359
Skewness	17.30119
Sum	3099884
Variance	1.4967489 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	73	4.1%
3	22	1.2%
2	21	1.2%
1	21	1.2%
10	14	0.8%
6	12	0.7%
16	11	0.6%
9	10	0.6%
5	10	0.6%
13	10	0.6%
Other values (988)	1458	81.3%
(Missing)	132	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	73	4.1%
1	21	1.2%
2	21	1.2%
3	22	1.2%
4	10	0.6%
5	10	0.6%
6	12	0.7%
7	6	0.3%
8	9	0.5%
9	10	0.6%

Value	Count	Frequency (%)
273497	1	0.1%
235177	1	0.1%
227159	1	0.1%
194558	1	0.1%
76086	1	0.1%
57441	1	0.1%
54731	1	0.1%
44428	1	0.1%
40951	1	0.1%
40764	1	0.1%

2007
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	949
Distinct (%)	58.1%
Missing	162
Missing (%)	9.0%
Infinite	0
Infinite (%)	0.0%
Mean	1755.0864

Minimum	0
Maximum	257606
Zeros	68
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	64.75
median	354.5
Q3	1035.5
95-th percentile	3489.45
Maximum	257606
Range	257606
Interquartile range (IQR)	970.75

Descriptive statistics

Standard deviation	11388.899
Coefficient of variation (CV)	6.4890816
Kurtosis	329.97906
Mean	1755.0864
Median Absolute Deviation (MAD)	336
Skewness	17.190853
Sum	2864301
Variance	1.2970702 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	68	3.8%
3	20	1.1%
1	18	1.0%
6	16	0.9%
7	16	0.9%
2	14	0.8%
5	13	0.7%
8	12	0.7%
13	10	0.6%
12	10	0.6%
Other values (939)	1435	80.0%
(Missing)	162	9.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	68	3.8%
1	18	1.0%
2	14	0.8%
3	20	1.1%
4	10	0.6%
5	13	0.7%
6	16	0.9%
7	16	0.9%
8	12	0.7%
9	7	0.4%

Value	Count	Frequency (%)
257606	1	0.1%
215528	1	0.1%
208370	1	0.1%
172794	1	0.1%
74459	1	0.1%
53665	1	0.1%
45632	1	0.1%
41805	1	0.1%
39659	1	0.1%
37537	1	0.1%

2008
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	943
Distinct (%)	57.4%
Missing	150
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	1804.0414

Minimum	0
Maximum	275401
Zeros	68
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1.15
Q1	64.75
median	346.5
Q3	1059.75
95-th percentile	3580.3
Maximum	275401
Range	275401
Interquartile range (IQR)	995

Descriptive statistics

Standard deviation	11807.95
Coefficient of variation (CV)	6.5452768
Kurtosis	341.60582
Mean	1804.0414
Median Absolute Deviation (MAD)	332.5
Skewness	17.452169
Sum	2965844
Variance	1.3942768 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	68	3.8%
2	21	1.2%
1	15	0.8%
5	15	0.8%
3	15	0.8%
7	13	0.7%
4	13	0.7%
8	13	0.7%
6	12	0.7%
17	11	0.6%
Other values (933)	1448	80.7%
(Missing)	150	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	68	3.8%
1	15	0.8%
2	21	1.2%
3	15	0.8%
4	13	0.7%
5	15	0.8%
6	12	0.7%
7	13	0.7%
8	13	0.7%
9	10	0.6%

Value	Count	Frequency (%)
275401	1	0.1%
220372	1	0.1%
215101	1	0.1%
177651	1	0.1%
74750	1	0.1%
57458	1	0.1%
46386	1	0.1%
44004	1	0.1%
38145	1	0.1%
35581	1	0.1%

2009
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	978
Distinct (%)	59.5%
Missing	150
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	1812.2427

Minimum	0
Maximum	263083
Zeros	64
Zeros (%)	3.6%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	58
median	362
Q3	1100.5
95-th percentile	3413.55
Maximum	263083
Range	263083
Interquartile range (IQR)	1042.5

Descriptive statistics

Standard deviation	11797.663
Coefficient of variation (CV)	6.5099798
Kurtosis	327.28073
Mean	1812.2427
Median Absolute Deviation (MAD)	348
Skewness	17.201646
Sum	2979327
Variance	1.3918486 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	64	3.6%
1	22	1.2%
2	19	1.1%
3	17	0.9%
6	17	0.9%
4	14	0.8%
9	12	0.7%
13	11	0.6%
5	11	0.6%
12	10	0.6%
Other values (968)	1447	80.7%
(Missing)	150	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	64	3.6%
1	22	1.2%
2	19	1.1%
3	17	0.9%
4	14	0.8%
5	11	0.6%
6	17	0.9%
7	9	0.5%
8	6	0.3%
9	12	0.7%

Value	Count	Frequency (%)
263083	1	0.1%
216158	1	0.1%
209679	1	0.1%
207508	1	0.1%
70099	1	0.1%
56156	1	0.1%
42643	1	0.1%
41480	1	0.1%
40983	1	0.1%
36702	1	0.1%

2010
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	945
Distinct (%)	56.2%
Missing	114
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	1656.0756

Minimum	0
Maximum	242045
Zeros	72
Zeros (%)	4.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	49
median	321.5
Q3	1012
95-th percentile	3092.6
Maximum	242045
Range	242045
Interquartile range (IQR)	963

Descriptive statistics

Standard deviation	10832.177
Coefficient of variation (CV)	6.5408709
Kurtosis	334.33922
Mean	1656.0756
Median Absolute Deviation (MAD)	309.5
Skewness	17.394685
Sum	2782207
Variance	1.1733605 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	72	4.0%
1	20	1.1%
2	19	1.1%
15	14	0.8%
5	14	0.8%
3	13	0.7%
6	13	0.7%
7	13	0.7%
13	12	0.7%
10	11	0.6%
Other values (935)	1479	82.4%
(Missing)	114	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	72	4.0%
1	20	1.1%
2	19	1.1%
3	13	0.7%
4	8	0.4%
5	14	0.8%
6	13	0.7%
7	13	0.7%
8	9	0.5%
9	10	0.6%

Value	Count	Frequency (%)
242045	1	0.1%
203178	1	0.1%
201455	1	0.1%
186023	1	0.1%
66033	1	0.1%
44785	1	0.1%
41012	1	0.1%
37608	1	0.1%
36534	1	0.1%
36483	1	0.1%

2011
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	950
Distinct (%)	57.2%
Missing	132
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	1756.3237

Minimum	0
Maximum	242146
Zeros	77
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	54.25
median	352.5
Q3	1077.75
95-th percentile	3419.65
Maximum	242146
Range	242146
Interquartile range (IQR)	1023.5

Descriptive statistics

Standard deviation	11403.286
Coefficient of variation (CV)	6.4927016
Kurtosis	327.87807
Mean	1756.3237
Median Absolute Deviation (MAD)	337
Skewness	17.2497
Sum	2919010
Variance	1.3003493 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	77	4.3%
5	19	1.1%
4	17	0.9%
2	15	0.8%
3	15	0.8%
1	15	0.8%
11	13	0.7%
9	12	0.7%
6	11	0.6%
12	9	0.5%
Other values (940)	1459	81.3%
(Missing)	132	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	77	4.3%
1	15	0.8%
2	15	0.8%
3	15	0.8%
4	17	0.9%
5	19	1.1%
6	11	0.6%
7	9	0.5%
8	8	0.4%
9	12	0.7%

Value	Count	Frequency (%)
242146	1	0.1%
232906	1	0.1%
204621	1	0.1%
192793	1	0.1%
70517	1	0.1%
45142	1	0.1%
43830	1	0.1%
38641	1	0.1%
36826	1	0.1%
36821	1	0.1%

2012
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	962
Distinct (%)	57.5%
Missing	120
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	1653.3238

Minimum	0
Maximum	230576
Zeros	71
Zeros (%)	4.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	52
median	340
Q3	1028.75
95-th percentile	3151.35
Maximum	230576
Range	230576
Interquartile range (IQR)	976.75

Descriptive statistics

Standard deviation	10776.896
Coefficient of variation (CV)	6.5183214
Kurtosis	334.4876
Mean	1653.3238
Median Absolute Deviation (MAD)	325
Skewness	17.412599
Sum	2767664
Variance	1.1614148 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	71	4.0%
4	19	1.1%
1	17	0.9%
3	16	0.9%
5	16	0.9%
9	14	0.8%
2	14	0.8%
18	13	0.7%
8	12	0.7%
26	12	0.7%
Other values (952)	1470	81.9%
(Missing)	120	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	71	4.0%
1	17	0.9%
2	14	0.8%
3	16	0.9%
4	19	1.1%
5	16	0.9%
6	10	0.6%
7	11	0.6%
8	12	0.7%
9	14	0.8%

Value	Count	Frequency (%)
230576	1	0.1%
222990	1	0.1%
200081	1	0.1%
172838	1	0.1%
68848	1	0.1%
40718	1	0.1%
39459	1	0.1%
35060	1	0.1%
34872	1	0.1%
34730	1	0.1%

2013
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	950
Distinct (%)	56.8%
Missing	120
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	1655.7808

Minimum	0
Maximum	238181
Zeros	68
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1.65
Q1	51
median	335
Q3	1068.5
95-th percentile	3008.5
Maximum	238181
Range	238181
Interquartile range (IQR)	1017.5

Descriptive statistics

Standard deviation	10775.044
Coefficient of variation (CV)	6.5075309
Kurtosis	339.95797
Mean	1655.7808
Median Absolute Deviation (MAD)	321
Skewness	17.514286
Sum	2771777
Variance	1.1610158 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	68	3.8%
2	18	1.0%
4	16	0.9%
1	16	0.9%
3	16	0.9%
6	15	0.8%
13	14	0.8%
5	14	0.8%
9	14	0.8%
14	12	0.7%
Other values (940)	1471	82.0%
(Missing)	120	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	68	3.8%
1	16	0.9%
2	18	1.0%
3	16	0.9%
4	16	0.9%
5	14	0.8%
6	15	0.8%
7	10	0.6%
8	8	0.4%
9	14	0.8%

Value	Count	Frequency (%)
238181	1	0.1%
219576	1	0.1%
201987	1	0.1%
162554	1	0.1%
73706	1	0.1%
44254	1	0.1%
37206	1	0.1%
37142	1	0.1%
35845	1	0.1%
35226	1	0.1%

2014
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	996
Distinct (%)	58.0%
Missing	78
Missing (%)	4.3%
Infinite	0
Infinite (%)	0.0%
Mean	1797.7448

Minimum	0
Maximum	262244
Zeros	68
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	62.75
median	378
Q3	1112.25
95-th percentile	3566
Maximum	262244
Range	262244
Interquartile range (IQR)	1049.5

Descriptive statistics

Standard deviation	11753.507
Coefficient of variation (CV)	6.5379173
Kurtosis	346.88079
Mean	1797.7448
Median Absolute Deviation (MAD)	360.5
Skewness	17.680862
Sum	3084930
Variance	1.3814492 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	68	3.8%
1	21	1.2%
4	18	1.0%
7	15	0.8%
3	13	0.7%
10	13	0.7%
2	12	0.7%
6	12	0.7%
8	12	0.7%
5	11	0.6%
Other values (986)	1521	84.8%
(Missing)	78	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	68	3.8%
1	21	1.2%
2	12	0.7%
3	13	0.7%
4	18	1.0%
5	11	0.6%
6	12	0.7%
7	15	0.8%
8	12	0.7%
9	8	0.4%

Value	Count	Frequency (%)
262244	1	0.1%
242158	1	0.1%
225272	1	0.1%
175028	1	0.1%
88713	1	0.1%
49142	1	0.1%
43585	1	0.1%
40162	1	0.1%
40138	1	0.1%
37661	1	0.1%

2015
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1011
Distinct (%)	59.8%
Missing	102
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	2052.4858

Minimum	0
Maximum	285212
Zeros	59
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	65.75
median	425
Q3	1282.75
95-th percentile	4151.15
Maximum	285212
Range	285212
Interquartile range (IQR)	1217

Descriptive statistics

Standard deviation	13319.027
Coefficient of variation (CV)	6.4892176
Kurtosis	338.82776
Mean	2052.4858
Median Absolute Deviation (MAD)	407.5
Skewness	17.480682
Sum	3472806
Variance	1.7739648 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	59	3.3%
1	20	1.1%
7	18	1.0%
5	17	0.9%
8	13	0.7%
2	13	0.7%
3	12	0.7%
4	11	0.6%
10	10	0.6%
28	9	0.5%
Other values (1001)	1510	84.2%
(Missing)	102	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	59	3.3%
1	20	1.1%
2	13	0.7%
3	12	0.7%
4	11	0.6%
5	17	0.9%
6	8	0.4%
7	18	1.0%
8	13	0.7%
9	8	0.4%

Value	Count	Frequency (%)
285212	1	0.1%
284594	1	0.1%
247959	1	0.1%
200100	1	0.1%
99803	1	0.1%
59706	1	0.1%
52990	1	0.1%
46409	1	0.1%
45654	1	0.1%
41040	1	0.1%

2016
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1016
Distinct (%)	60.0%
Missing	102
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	2028.1584

Minimum	0
Maximum	287722
Zeros	61
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	67.75
median	430
Q3	1238
95-th percentile	4001.55
Maximum	287722
Range	287722
Interquartile range (IQR)	1170.25

Descriptive statistics

Standard deviation	13149.686
Coefficient of variation (CV)	6.4835595
Kurtosis	332.3067
Mean	2028.1584
Median Absolute Deviation (MAD)	409.5
Skewness	17.304707
Sum	3431644
Variance	1.7291423 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	61	3.4%
1	20	1.1%
6	16	0.9%
5	16	0.9%
10	15	0.8%
2	14	0.8%
7	12	0.7%
9	12	0.7%
22	11	0.6%
11	11	0.6%
Other values (1006)	1504	83.8%
(Missing)	102	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	61	3.4%
1	20	1.1%
2	14	0.8%
3	8	0.4%
4	7	0.4%
5	16	0.9%
6	16	0.9%
7	12	0.7%
8	9	0.5%
9	12	0.7%

Value	Count	Frequency (%)
287722	1	0.1%
270669	1	0.1%
239469	1	0.1%
205117	1	0.1%
101445	1	0.1%
67698	1	0.1%
54967	1	0.1%
46199	1	0.1%
43552	1	0.1%
40515	1	0.1%

2017
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1050
Distinct (%)	62.7%
Missing	120
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	2142.1774

Minimum	0
Maximum	291634
Zeros	64
Zeros (%)	3.6%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	77.5
median	483.5
Q3	1308.25
95-th percentile	4195.1
Maximum	291634
Range	291634
Interquartile range (IQR)	1230.75

Descriptive statistics

Standard deviation	13753.551
Coefficient of variation (CV)	6.4203602
Kurtosis	321.48972
Mean	2142.1774
Median Absolute Deviation (MAD)	458.5
Skewness	17.050752
Sum	3586005
Variance	1.8916015 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	64	3.6%
2	17	0.9%
1	16	0.9%
3	14	0.8%
8	13	0.7%
4	13	0.7%
7	10	0.6%
10	9	0.5%
12	9	0.5%
23	9	0.5%
Other values (1040)	1500	83.6%
(Missing)	120	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	64	3.6%
1	16	0.9%
2	17	0.9%
3	14	0.8%
4	13	0.7%
5	9	0.5%
6	7	0.4%
7	10	0.6%
8	13	0.7%
9	9	0.5%

Value	Count	Frequency (%)
291634	1	0.1%
281742	1	0.1%
247483	1	0.1%
223883	1	0.1%
108007	1	0.1%
67212	1	0.1%
63828	1	0.1%
47114	1	0.1%
44203	1	0.1%
43150	1	0.1%

2018
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1031
Distinct (%)	61.4%
Missing	114
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	1998.3369

Minimum	0
Maximum	266277
Zeros	61
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	74.75
median	428.5
Q3	1193.5
95-th percentile	3992.65
Maximum	266277
Range	266277
Interquartile range (IQR)	1118.75

Descriptive statistics

Standard deviation	12869.933
Coefficient of variation (CV)	6.4403219
Kurtosis	313.67567
Mean	1998.3369
Median Absolute Deviation (MAD)	407.5
Skewness	16.860894
Sum	3357206
Variance	1.6563517 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	61	3.4%
1	19	1.1%
3	18	1.0%
2	15	0.8%
10	14	0.8%
4	12	0.7%
6	12	0.7%
5	12	0.7%
9	11	0.6%
17	10	0.6%
Other values (1021)	1496	83.4%
(Missing)	114	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	61	3.4%
1	19	1.1%
2	15	0.8%
3	18	1.0%
4	12	0.7%
5	12	0.7%
6	12	0.7%
7	8	0.4%
8	7	0.4%
9	11	0.6%

Value	Count	Frequency (%)
266277	1	0.1%
262718	1	0.1%
225587	1	0.1%
222711	1	0.1%
104216	1	0.1%
71030	1	0.1%
64557	1	0.1%
45951	1	0.1%
43649	1	0.1%
39137	1	0.1%

2019
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1018
Distinct (%)	60.8%
Missing	120
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	1892.8883

Minimum	0
Maximum	248258
Zeros	68
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	70.5
median	431.5
Q3	1104.5
95-th percentile	3677
Maximum	248258
Range	248258
Interquartile range (IQR)	1034

Descriptive statistics

Standard deviation	12089.251
Coefficient of variation (CV)	6.3866689
Kurtosis	302.67058
Mean	1892.8883
Median Absolute Deviation (MAD)	407.5
Skewness	16.572408
Sum	3168695
Variance	1.4614998 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	68	3.8%
1	18	1.0%
5	17	0.9%
7	16	0.9%
9	14	0.8%
3	12	0.7%
6	12	0.7%
8	10	0.6%
4	9	0.5%
15	9	0.5%
Other values (1008)	1489	83.0%
(Missing)	120	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	68	3.8%
1	18	1.0%
2	9	0.5%
3	12	0.7%
4	9	0.5%
5	17	0.9%
6	12	0.7%
7	16	0.9%
8	10	0.6%
9	14	0.8%

Value	Count	Frequency (%)
248258	1	0.1%
236719	1	0.1%
217614	1	0.1%
208478	1	0.1%
105431	1	0.1%
77902	1	0.1%
58930	1	0.1%
43007	1	0.1%
40861	1	0.1%
36933	1	0.1%

2020
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1054
Distinct (%)	63.0%
Missing	120
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	2088.5526

Minimum	0
Maximum	274057
Zeros	63
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	82.25
median	480
Q3	1244
95-th percentile	4014.85
Maximum	274057
Range	274057
Interquartile range (IQR)	1161.75

Descriptive statistics

Standard deviation	13300.234
Coefficient of variation (CV)	6.3681584
Kurtosis	306.43163
Mean	2088.5526
Median Absolute Deviation (MAD)	457
Skewness	16.630678
Sum	3496237
Variance	1.7689621 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	63	3.5%
2	17	0.9%
4	16	0.9%
3	16	0.9%
13	14	0.8%
1	14	0.8%
7	14	0.8%
8	13	0.7%
14	11	0.6%
5	9	0.5%
Other values (1044)	1487	82.9%
(Missing)	120	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	63	3.5%
1	14	0.8%
2	17	0.9%
3	16	0.9%
4	16	0.9%
5	9	0.5%
6	5	0.3%
7	14	0.8%
8	13	0.7%
9	6	0.3%

Value	Count	Frequency (%)
274057	1	0.1%
272188	1	0.1%
238249	1	0.1%
211897	1	0.1%
126035	1	0.1%
70393	1	0.1%
67253	1	0.1%
49984	1	0.1%
47865	1	0.1%
44757	1	0.1%

2021
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1063
Distinct (%)	63.5%
Missing	120
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	2301.1165

Minimum	0
Maximum	299309
Zeros	65
Zeros (%)	3.6%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	89
median	515
Q3	1382.75
95-th percentile	4497.8
Maximum	299309
Range	299309
Interquartile range (IQR)	1293.75

Descriptive statistics

Standard deviation	14601.244
Coefficient of variation (CV)	6.3452868
Kurtosis	301.67995
Mean	2301.1165
Median Absolute Deviation (MAD)	488.5
Skewness	16.49243
Sum	3852069
Variance	2.1319633 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	65	3.6%
1	20	1.1%
2	15	0.8%
7	14	0.8%
5	13	0.7%
3	12	0.7%
22	12	0.7%
6	11	0.6%
13	11	0.6%
10	9	0.5%
Other values (1053)	1492	83.2%
(Missing)	120	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	65	3.6%
1	20	1.1%
2	15	0.8%
3	12	0.7%
4	6	0.3%
5	13	0.7%
6	11	0.6%
7	14	0.8%
8	6	0.3%
9	6	0.3%

Value	Count	Frequency (%)
299309	1	0.1%
290629	1	0.1%
277055	1	0.1%
214981	1	0.1%
156407	1	0.1%
71758	1	0.1%
63114	1	0.1%
61261	1	0.1%
60003	1	0.1%
57467	1	0.1%

2022
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	984
Distinct (%)	58.8%
Missing	120
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	1797.9403

Minimum	0
Maximum	225468
Zeros	73
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	67.25
median	397.5
Q3	1072.75
95-th percentile	3328
Maximum	225468
Range	225468
Interquartile range (IQR)	1005.5

Descriptive statistics

Standard deviation	11320.928
Coefficient of variation (CV)	6.2966095
Kurtosis	294.02193
Mean	1797.9403
Median Absolute Deviation (MAD)	376
Skewness	16.317714
Sum	3009752
Variance	1.2816341 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	73	4.1%
2	18	1.0%
7	16	0.9%
1	16	0.9%
3	14	0.8%
5	13	0.7%
4	13	0.7%
6	12	0.7%
18	12	0.7%
8	10	0.6%
Other values (974)	1477	82.3%
(Missing)	120	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	73	4.1%
1	16	0.9%
2	18	1.0%
3	14	0.8%
4	13	0.7%
5	13	0.7%
6	12	0.7%
7	16	0.9%
8	10	0.6%
9	5	0.3%

Value	Count	Frequency (%)
225468	1	0.1%
223004	1	0.1%
214917	1	0.1%
174485	1	0.1%
128460	1	0.1%
52791	1	0.1%
49182	1	0.1%
44537	1	0.1%
43480	1	0.1%
40293	1	0.1%

2023
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	893
Distinct (%)	53.2%
Missing	114
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	1307.6679

Minimum	0
Maximum	168395
Zeros	84
Zeros (%)	4.7%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.95
Q1	44
median	301
Q3	797.25
95-th percentile	2266.55
Maximum	168395
Range	168395
Interquartile range (IQR)	753.25

Descriptive statistics

Standard deviation	8226.8091
Coefficient of variation (CV)	6.2912069
Kurtosis	291.60434
Mean	1307.6679
Median Absolute Deviation (MAD)	285
Skewness	16.256654
Sum	2196882
Variance	67680387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	84	4.7%
1	30	1.7%
4	21	1.2%
2	20	1.1%
6	17	0.9%
3	15	0.8%
5	15	0.8%
12	13	0.7%
23	13	0.7%
9	13	0.7%
Other values (883)	1439	80.2%
(Missing)	114	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	84	4.7%
1	30	1.7%
2	20	1.1%
3	15	0.8%
4	21	1.2%
5	15	0.8%
6	17	0.9%
7	6	0.3%
8	8	0.4%
9	13	0.7%

Value	Count	Frequency (%)
168395	1	0.1%
158080	1	0.1%
150642	1	0.1%
131516	1	0.1%
96607	1	0.1%
37979	1	0.1%
34167	1	0.1%
33213	1	0.1%
29800	1	0.1%
27363	1	0.1%

Phik (φk)
Auto

Heatmap
Table

	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
2006	1.000	0.998	0.966	0.993	0.986	0.975	0.978	0.978	0.977	0.881	0.881	0.897	0.981	0.914	0.901	0.960	0.957	0.896
2007	0.998	1.000	1.000	0.996	0.989	0.978	0.981	0.981	0.980	0.889	0.889	0.908	0.984	0.929	0.911	0.959	0.964	0.901
2008	0.966	1.000	1.000	0.982	0.960	0.949	0.953	0.953	0.951	0.987	0.987	0.991	0.908	0.980	0.991	0.897	0.905	0.989
2009	0.993	0.996	0.982	1.000	0.989	0.987	0.989	0.989	0.988	0.914	0.914	0.931	0.976	0.909	0.935	0.965	0.969	0.924
2010	0.986	0.989	0.960	0.989	1.000	0.995	0.996	0.996	0.995	0.944	0.944	0.948	0.984	0.910	0.951	0.992	0.992	0.942
2011	0.975	0.978	0.949	0.987	0.995	1.000	1.000	1.000	1.000	0.986	0.979	0.977	0.991	0.932	0.979	0.990	0.990	0.972
2012	0.978	0.981	0.953	0.989	0.996	1.000	1.000	1.000	1.000	0.985	0.978	0.982	0.993	0.939	0.985	0.992	0.992	0.976
2013	0.978	0.981	0.953	0.989	0.996	1.000	1.000	1.000	1.000	0.985	0.978	0.982	0.993	0.939	0.985	0.992	0.992	0.976
2014	0.977	0.980	0.951	0.988	0.995	1.000	1.000	1.000	1.000	0.989	0.982	0.979	0.992	0.935	0.982	0.991	0.991	0.974
2015	0.881	0.889	0.987	0.914	0.944	0.986	0.985	0.985	0.989	1.000	1.000	0.997	0.950	0.995	0.998	0.936	0.948	0.997
2016	0.881	0.889	0.987	0.914	0.944	0.979	0.978	0.978	0.982	1.000	1.000	0.998	0.957	0.996	0.999	0.942	0.954	0.997
2017	0.897	0.908	0.991	0.931	0.948	0.977	0.982	0.982	0.979	0.997	0.998	1.000	1.000	0.996	1.000	0.962	0.989	1.000
2018	0.981	0.984	0.908	0.976	0.984	0.991	0.993	0.993	0.992	0.950	0.957	1.000	1.000	0.988	0.988	0.991	0.997	0.982
2019	0.914	0.929	0.980	0.909	0.910	0.932	0.939	0.939	0.935	0.995	0.996	0.996	0.988	1.000	0.997	0.924	0.955	0.995
2020	0.901	0.911	0.991	0.935	0.951	0.979	0.985	0.985	0.982	0.998	0.999	1.000	0.988	0.997	1.000	0.958	0.984	1.000
2021	0.960	0.959	0.897	0.965	0.992	0.990	0.992	0.992	0.991	0.936	0.942	0.962	0.991	0.924	0.958	1.000	0.997	0.960
2022	0.957	0.964	0.905	0.969	0.992	0.990	0.992	0.992	0.991	0.948	0.954	0.989	0.997	0.955	0.984	0.997	1.000	0.986
2023	0.896	0.901	0.989	0.924	0.942	0.972	0.976	0.976	0.974	0.997	0.997	1.000	0.982	0.995	1.000	0.960	0.986	1.000

Heatmap
Table

	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
2006	1.000	0.968	0.957	0.943	0.941	0.947	0.942	0.942	0.944	0.946	0.940	0.936	0.934	0.926	0.927	0.930	0.925	0.914
2007	0.968	1.000	0.976	0.960	0.955	0.958	0.956	0.954	0.953	0.954	0.951	0.946	0.944	0.936	0.935	0.941	0.939	0.930
2008	0.957	0.976	1.000	0.963	0.956	0.961	0.959	0.954	0.953	0.952	0.950	0.945	0.939	0.930	0.931	0.935	0.934	0.924
2009	0.943	0.960	0.963	1.000	0.973	0.969	0.966	0.962	0.958	0.960	0.956	0.954	0.953	0.944	0.944	0.947	0.947	0.938
2010	0.941	0.955	0.956	0.973	1.000	0.976	0.970	0.963	0.960	0.961	0.958	0.957	0.953	0.943	0.946	0.948	0.948	0.938
2011	0.947	0.958	0.961	0.969	0.976	1.000	0.983	0.977	0.973	0.971	0.966	0.962	0.957	0.946	0.948	0.950	0.948	0.943
2012	0.942	0.956	0.959	0.966	0.970	0.983	1.000	0.982	0.976	0.974	0.970	0.965	0.958	0.949	0.949	0.952	0.952	0.948
2013	0.942	0.954	0.954	0.962	0.963	0.977	0.982	1.000	0.980	0.976	0.971	0.966	0.959	0.949	0.951	0.952	0.950	0.946
2014	0.944	0.953	0.953	0.958	0.960	0.973	0.976	0.980	1.000	0.982	0.975	0.970	0.964	0.952	0.953	0.954	0.951	0.945
2015	0.946	0.954	0.952	0.960	0.961	0.971	0.974	0.976	0.982	1.000	0.984	0.977	0.972	0.961	0.961	0.960	0.957	0.947
2016	0.940	0.951	0.950	0.956	0.958	0.966	0.970	0.971	0.975	0.984	1.000	0.984	0.976	0.966	0.968	0.963	0.961	0.955
2017	0.936	0.946	0.945	0.954	0.957	0.962	0.965	0.966	0.970	0.977	0.984	1.000	0.983	0.974	0.973	0.968	0.964	0.961
2018	0.934	0.944	0.939	0.953	0.953	0.957	0.958	0.959	0.964	0.972	0.976	0.983	1.000	0.979	0.975	0.967	0.964	0.962
2019	0.926	0.936	0.930	0.944	0.943	0.946	0.949	0.949	0.952	0.961	0.966	0.974	0.979	1.000	0.978	0.966	0.962	0.961
2020	0.927	0.935	0.931	0.944	0.946	0.948	0.949	0.951	0.953	0.961	0.968	0.973	0.975	0.978	1.000	0.978	0.970	0.964
2021	0.930	0.941	0.935	0.947	0.948	0.950	0.952	0.952	0.954	0.960	0.963	0.968	0.967	0.966	0.978	1.000	0.980	0.969
2022	0.925	0.939	0.934	0.947	0.948	0.948	0.952	0.950	0.951	0.957	0.961	0.964	0.964	0.962	0.970	0.980	1.000	0.975
2023	0.914	0.930	0.924	0.938	0.938	0.943	0.948	0.946	0.945	0.947	0.955	0.961	0.962	0.961	0.964	0.969	0.975	1.000

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.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	지역_지목	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
0	전국_전	227159	215528	220372	216158	203178	204621	200081	201987	225272	247959	239469	247483	225587	208478	238249	277055	214917	150642
1	전국_답	273497	257606	275401	263083	242045	242146	230576	238181	262244	284594	270669	281742	266277	248258	274057	299309	225468	168395
2	전국_대지	194558	172794	177651	209679	201455	232906	222990	219576	242158	285212	287722	291634	262718	236719	272188	290629	223004	158080
3	전국_임야	235177	208370	215101	207508	186023	192793	172838	162554	175028	200100	205117	223883	222711	217614	211897	214981	174485	131516
4	전국_공장	8544	8545	7253	5788	6269	5906	5636	6217	7656	7018	7552	7958	7161	7236	8143	9703	7473	4852
5	전국_기타	76086	74459	74750	70099	66033	70517	68848	73706	88713	99803	101445	108007	104216	105431	126035	156407	128460	96607
6	서울_전	462	451	554	1177	984	523	376	425	466	564	673	513	483	427	441	553	410	197
7	서울_답	404	237	351	3119	897	468	257	212	312	446	497	290	533	300	303	468	290	204
8	서울_대지	22283	19974	21336	15791	12875	12750	9988	9773	11625	13402	14186	14506	13177	12640	17086	13151	10086	6991
9	서울_임야	1064	1853	1107	1463	1060	805	971	1090	1027	1516	1334	1583	2388	2712	2235	1637	837	671

	지역_지목	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
1784	제주 제주시_대지	683	1519	1327	1781	2035	1952	2041	2034	3429	4590	4861	5110	4386	3542	2906	3874	4303	2863
1785	제주 제주시_임야	2759	3360	3066	2795	2599	3448	3165	3848	5581	6778	7048	5632	4862	3907	3351	3847	3130	2362
1786	제주 제주시_공장	11	18	11	22	38	21	13	6	35	33	28	12	10	9	13	19	17	9
1787	제주 제주시_기타	1888	2635	2208	1959	2087	2441	2672	2972	4139	4741	4250	3162	2729	2388	2137	2716	2364	1554
1788	제주 서귀포시_전	1715	3423	2259	2383	2413	2505	3165	4404	6150	7421	5791	4146	3836	2815	2392	2772	2484	1502
1789	제주 서귀포시_답	189	343	178	435	137	135	105	152	294	278	303	166	176	114	106	159	112	42
1790	제주 서귀포시_대지	601	1069	768	1273	1446	1416	1355	1665	2175	2309	2151	3359	2621	1507	1027	1639	1379	1516
1791	제주 서귀포시_임야	1779	2986	2307	2054	2402	2430	3275	3490	4602	8101	7995	5824	3708	2972	2356	2322	1898	1462
1792	제주 서귀포시_공장	19	10	23	20	15	10	15	19	26	25	7	21	7	10	10	16	4	7
1793	제주 서귀포시_기타	1397	2705	1883	1985	1643	2522	2540	2960	4099	5422	4661	3200	2837	2783	2138	2561	2369	1577

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Connector Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample