gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	1196
Missing cells	1512
Missing cells (%)	6.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	198.7 KiB
Average record size in memory	170.1 B

Variable types

Text	1
Numeric	18

Dataset

Description	한국부동산원(구.한국감정원)에서 제공하는 부동산거래현황 중 아파트 거래현황의 연도별 매입자연령대별(면적) 데이터입니다.-(단위 : 천㎡)- 공표시기 : 익월 말일경
Author	한국부동산원
URL	https://www.data.go.kr/data/15068149/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 96 (8.0%) missing values	Missing
`2007` has 116 (9.7%) missing values	Missing
`2008` has 104 (8.7%) missing values	Missing
`2009` has 100 (8.4%) missing values	Missing
`2010` has 76 (6.4%) missing values	Missing
`2011` has 88 (7.4%) missing values	Missing
`2012` has 80 (6.7%) missing values	Missing
`2013` has 80 (6.7%) missing values	Missing
`2014` has 60 (5.0%) missing values	Missing
`2015` has 72 (6.0%) missing values	Missing
`2016` has 72 (6.0%) missing values	Missing
`2017` has 84 (7.0%) missing values	Missing
`2018` has 80 (6.7%) missing values	Missing
`2019` has 84 (7.0%) missing values	Missing
`2020` has 84 (7.0%) missing values	Missing
`2021` has 80 (6.7%) missing values	Missing
`2022` has 80 (6.7%) missing values	Missing
`2023` has 76 (6.4%) missing values	Missing
`2006` is highly skewed (γ1 = 21.2550788)	Skewed
`2007` is highly skewed (γ1 = 22.16265274)	Skewed
`2008` is highly skewed (γ1 = 21.88148077)	Skewed
`2009` is highly skewed (γ1 = 21.82577913)	Skewed
`2010` is highly skewed (γ1 = 22.17626305)	Skewed
`2011` is highly skewed (γ1 = 22.93917786)	Skewed
`2012` is highly skewed (γ1 = 23.30877951)	Skewed
`2013` is highly skewed (γ1 = 23.27757235)	Skewed
`2014` is highly skewed (γ1 = 24.10028908)	Skewed
`2015` is highly skewed (γ1 = 22.64044228)	Skewed
`2016` is highly skewed (γ1 = 22.17629865)	Skewed
`2017` is highly skewed (γ1 = 20.84573986)	Skewed
`2018` is highly skewed (γ1 = 20.5532306)	Skewed
`2019` is highly skewed (γ1 = 20.5899716)	Skewed
`2021` is highly skewed (γ1 = 20.09084199)	Skewed
`2022` is highly skewed (γ1 = 21.5727577)	Skewed
`2023` is highly skewed (γ1 = 21.27279927)	Skewed
`지역_매입자거주지` has unique values	Unique
`2006` has 141 (11.8%) zeros	Zeros
`2007` has 129 (10.8%) zeros	Zeros
`2008` has 124 (10.4%) zeros	Zeros
`2009` has 129 (10.8%) zeros	Zeros
`2010` has 134 (11.2%) zeros	Zeros
`2011` has 123 (10.3%) zeros	Zeros
`2012` has 137 (11.5%) zeros	Zeros
`2013` has 132 (11.0%) zeros	Zeros
`2014` has 117 (9.8%) zeros	Zeros
`2015` has 108 (9.0%) zeros	Zeros
`2016` has 109 (9.1%) zeros	Zeros
`2017` has 94 (7.9%) zeros	Zeros
`2018` has 101 (8.4%) zeros	Zeros
`2019` has 111 (9.3%) zeros	Zeros
`2020` has 102 (8.5%) zeros	Zeros
`2021` has 102 (8.5%) zeros	Zeros
`2022` has 115 (9.6%) zeros	Zeros
`2023` has 128 (10.7%) zeros	Zeros

Reproduction

Analysis started	2024-03-23 05:54:49.880449
Analysis finished	2024-03-23 05:55:29.930849
Duration	40.05 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

지역_매입자거주지
Text

UNIQUE

Distinct	1196
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

Length

Max length	25
Median length	23
Mean length	14.151338
Min length	8

Characters and Unicode

Total characters	16925
Distinct characters	152
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	1196 ?
Unique (%)	100.0%

Sample

1st row	전국_관할시군구내
2nd row	전국_관할시도내
3rd row	전국_관할시도외_서울
4th row	전국_관할시도외_기타
5th row	서울_관할시군구내

Value	Count	Frequency (%)
경기	208	8.4%
경남	104	4.2%
경북	100	4.1%
서울	100	4.1%
전남	88	3.6%
충남	76	3.1%
충북	76	3.1%
강원	72	2.9%
전북	64	2.6%
부산	64	2.6%
Other values (1113)	1512	61.4%

Most occurring characters

Value	Count	Frequency (%)
_	1794	10.6%
시	1684	9.9%
	1268	7.5%
관	1200	7.1%
할	1196	7.1%
도	917	5.4%
구	863	5.1%
군	671	4.0%
내	598	3.5%
외	598	3.5%
Other values (142)	6136	36.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	13711	81.0%
Connector Punctuation	1794	10.6%
Space Separator	1268	7.5%
Open Punctuation	76	0.4%
Close Punctuation	76	0.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	1684	12.3%
관	1200	8.8%
할	1196	8.7%
도	917	6.7%
구	863	6.3%
군	671	4.9%
내	598	4.4%
외	598	4.4%
기	523	3.8%
서	471	3.4%
Other values (138)	4990	36.4%

Connector Punctuation

Value	Count	Frequency (%)
_	1794	100.0%

Space Separator

Value	Count	Frequency (%)
	1268	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	76	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	76	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	13711	81.0%
Common	3214	19.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	1684	12.3%
관	1200	8.8%
할	1196	8.7%
도	917	6.7%
구	863	6.3%
군	671	4.9%
내	598	4.4%
외	598	4.4%
기	523	3.8%
서	471	3.4%
Other values (138)	4990	36.4%

Common

Value	Count	Frequency (%)
_	1794	55.8%
	1268	39.5%
(	76	2.4%
)	76	2.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	13711	81.0%
ASCII	3214	19.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
_	1794	55.8%
	1268	39.5%
(	76	2.4%
)	76	2.4%

Hangul

Value	Count	Frequency (%)
시	1684	12.3%
관	1200	8.8%
할	1196	8.7%
도	917	6.7%
구	863	6.3%
군	671	4.9%
내	598	4.4%
외	598	4.4%
기	523	3.8%
서	471	3.4%
Other values (138)	4990	36.4%

2006
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	338
Distinct (%)	30.7%
Missing	96
Missing (%)	8.0%
Infinite	0
Infinite (%)	0.0%
Mean	241.59182

Minimum	0
Maximum	45917
Zeros	141
Zeros (%)	11.8%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	27.5
Q3	150
95-th percentile	635
Maximum	45917
Range	45917
Interquartile range (IQR)	147

Descriptive statistics

Standard deviation	1674.83
Coefficient of variation (CV)	6.9324784
Kurtosis	533.67889
Mean	241.59182
Median Absolute Deviation (MAD)	27.5
Skewness	21.255079
Sum	265751
Variance	2805055.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	141	11.8%
1	79	6.6%
2	43	3.6%
3	36	3.0%
5	21	1.8%
10	21	1.8%
4	20	1.7%
6	19	1.6%
7	19	1.6%
8	15	1.3%
Other values (328)	686	57.4%
(Missing)	96	8.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	141	11.8%
1	79	6.6%
2	43	3.6%
3	36	3.0%
4	20	1.7%
5	21	1.8%
6	19	1.6%
7	19	1.6%
8	15	1.3%
9	10	0.8%

Value	Count	Frequency (%)
45917	1	0.1%
21970	1	0.1%
12968	1	0.1%
9615	1	0.1%
7111	1	0.1%
6815	1	0.1%
6053	1	0.1%
5095	1	0.1%
4442	1	0.1%
3088	1	0.1%

2007
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	291
Distinct (%)	26.9%
Missing	116
Missing (%)	9.7%
Infinite	0
Infinite (%)	0.0%
Mean	189.22778

Minimum	0
Maximum	36920
Zeros	129
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	24
Q3	103.25
95-th percentile	472.55
Maximum	36920
Range	36920
Interquartile range (IQR)	100.25

Descriptive statistics

Standard deviation	1316.0884
Coefficient of variation (CV)	6.9550486
Kurtosis	581.43189
Mean	189.22778
Median Absolute Deviation (MAD)	24
Skewness	22.162653
Sum	204366
Variance	1732088.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	129	10.8%
1	74	6.2%
3	35	2.9%
2	34	2.8%
5	28	2.3%
4	26	2.2%
6	23	1.9%
7	20	1.7%
8	16	1.3%
11	14	1.2%
Other values (281)	681	56.9%
(Missing)	116	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	129	10.8%
1	74	6.2%
2	34	2.8%
3	35	2.9%
4	26	2.2%
5	28	2.3%
6	23	1.9%
7	20	1.7%
8	16	1.3%
9	10	0.8%

Value	Count	Frequency (%)
36920	1	0.1%
15266	1	0.1%
8899	1	0.1%
6890	1	0.1%
5108	1	0.1%
4434	1	0.1%
4271	1	0.1%
4233	1	0.1%
3304	1	0.1%
2852	1	0.1%

2008
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	299
Distinct (%)	27.4%
Missing	104
Missing (%)	8.7%
Infinite	0
Infinite (%)	0.0%
Mean	179.7848

Minimum	0
Maximum	33593
Zeros	124
Zeros (%)	10.4%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	27.5
Q3	98.25
95-th percentile	472.6
Maximum	33593
Range	33593
Interquartile range (IQR)	94.25

Descriptive statistics

Standard deviation	1207.9822
Coefficient of variation (CV)	6.7190453
Kurtosis	563.23083
Mean	179.7848
Median Absolute Deviation (MAD)	26.5
Skewness	21.881481
Sum	196325
Variance	1459221
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	124	10.4%
1	75	6.3%
3	38	3.2%
2	27	2.3%
6	25	2.1%
5	23	1.9%
7	22	1.8%
4	20	1.7%
10	16	1.3%
9	14	1.2%
Other values (289)	708	59.2%
(Missing)	104	8.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	124	10.4%
1	75	6.3%
2	27	2.3%
3	38	3.2%
4	20	1.7%
5	23	1.9%
6	25	2.1%
7	22	1.8%
8	12	1.0%
9	14	1.2%

Value	Count	Frequency (%)
33593	1	0.1%
15415	1	0.1%
8787	1	0.1%
6314	1	0.1%
4775	1	0.1%
3833	1	0.1%
3409	1	0.1%
3067	1	0.1%
2751	1	0.1%
2592	1	0.1%

2009
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	309
Distinct (%)	28.2%
Missing	100
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	198.75091

Minimum	0
Maximum	37170
Zeros	129
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	28
Q3	110
95-th percentile	565.25
Maximum	37170
Range	37170
Interquartile range (IQR)	106

Descriptive statistics

Standard deviation	1332.7159
Coefficient of variation (CV)	6.7054579
Kurtosis	564.16723
Mean	198.75091
Median Absolute Deviation (MAD)	27
Skewness	21.825779
Sum	217831
Variance	1776131.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	129	10.8%
1	67	5.6%
2	36	3.0%
3	33	2.8%
5	25	2.1%
6	23	1.9%
7	19	1.6%
4	19	1.6%
9	16	1.3%
11	15	1.3%
Other values (299)	714	59.7%
(Missing)	100	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	129	10.8%
1	67	5.6%
2	36	3.0%
3	33	2.8%
4	19	1.6%
5	25	2.1%
6	23	1.9%
7	19	1.6%
8	10	0.8%
9	16	1.3%

Value	Count	Frequency (%)
37170	1	0.1%
16310	1	0.1%
8919	1	0.1%
8356	1	0.1%
6469	1	0.1%
4864	1	0.1%
3967	1	0.1%
3220	1	0.1%
3127	1	0.1%
3019	1	0.1%

2010
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	304
Distinct (%)	27.1%
Missing	76
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	183.20714

Minimum	0
Maximum	35133
Zeros	134
Zeros (%)	11.2%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	28
Q3	106
95-th percentile	473.05
Maximum	35133
Range	35133
Interquartile range (IQR)	102

Descriptive statistics

Standard deviation	1241.5352
Coefficient of variation (CV)	6.7766744
Kurtosis	582.87281
Mean	183.20714
Median Absolute Deviation (MAD)	27
Skewness	22.176263
Sum	205192
Variance	1541409.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	134	11.2%
1	82	6.9%
2	37	3.1%
4	31	2.6%
7	27	2.3%
3	25	2.1%
5	23	1.9%
8	21	1.8%
6	19	1.6%
12	15	1.3%
Other values (294)	706	59.0%
(Missing)	76	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	134	11.2%
1	82	6.9%
2	37	3.1%
3	25	2.1%
4	31	2.6%
5	23	1.9%
6	19	1.6%
7	27	2.3%
8	21	1.8%
9	11	0.9%

Value	Count	Frequency (%)
35133	1	0.1%
14771	1	0.1%
9199	1	0.1%
8091	1	0.1%
5451	1	0.1%
4293	1	0.1%
3804	1	0.1%
3450	1	0.1%
2692	1	0.1%
2549	1	0.1%

2011
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	335
Distinct (%)	30.2%
Missing	88
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	207.33484

Minimum	0
Maximum	40520
Zeros	123
Zeros (%)	10.3%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	30
Q3	128
95-th percentile	551
Maximum	40520
Range	40520
Interquartile range (IQR)	124

Descriptive statistics

Standard deviation	1414.7123
Coefficient of variation (CV)	6.8233216
Kurtosis	615.63571
Mean	207.33484
Median Absolute Deviation (MAD)	29
Skewness	22.939178
Sum	229727
Variance	2001410.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	123	10.3%
1	69	5.8%
2	43	3.6%
8	31	2.6%
3	29	2.4%
5	23	1.9%
4	23	1.9%
7	21	1.8%
6	19	1.6%
9	14	1.2%
Other values (325)	713	59.6%
(Missing)	88	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	123	10.3%
1	69	5.8%
2	43	3.6%
3	29	2.4%
4	23	1.9%
5	23	1.9%
6	19	1.6%
7	21	1.8%
8	31	2.6%
9	14	1.2%

Value	Count	Frequency (%)
40520	1	0.1%
16617	1	0.1%
9921	1	0.1%
8561	1	0.1%
4863	1	0.1%
3673	1	0.1%
3504	1	0.1%
3347	1	0.1%
3275	1	0.1%
2782	1	0.1%

2012
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	279
Distinct (%)	25.0%
Missing	80
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	162.58871

Minimum	0
Maximum	32400
Zeros	137
Zeros (%)	11.5%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	22
Q3	88
95-th percentile	509.5
Maximum	32400
Range	32400
Interquartile range (IQR)	84

Descriptive statistics

Standard deviation	1117.309
Coefficient of variation (CV)	6.8719961
Kurtosis	637.55696
Mean	162.58871
Median Absolute Deviation (MAD)	21
Skewness	23.30878
Sum	181449
Variance	1248379.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	137	11.5%
1	77	6.4%
2	33	2.8%
4	32	2.7%
3	29	2.4%
5	28	2.3%
9	24	2.0%
6	24	2.0%
7	21	1.8%
8	19	1.6%
Other values (269)	692	57.9%
(Missing)	80	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	137	11.5%
1	77	6.4%
2	33	2.8%
3	29	2.4%
4	32	2.7%
5	28	2.3%
6	24	2.0%
7	21	1.8%
8	19	1.6%
9	24	2.0%

Value	Count	Frequency (%)
32400	1	0.1%
12248	1	0.1%
7788	1	0.1%
6664	1	0.1%
4290	1	0.1%
2953	1	0.1%
2807	1	0.1%
2588	1	0.1%
2538	1	0.1%
2491	1	0.1%

2013
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	307
Distinct (%)	27.5%
Missing	80
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	193.57079

Minimum	0
Maximum	39305
Zeros	132
Zeros (%)	11.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	22
Q3	109.25
95-th percentile	541.75
Maximum	39305
Range	39305
Interquartile range (IQR)	106.25

Descriptive statistics

Standard deviation	1359.9998
Coefficient of variation (CV)	7.0258526
Kurtosis	632.44045
Mean	193.57079
Median Absolute Deviation (MAD)	22
Skewness	23.277572
Sum	216025
Variance	1849599.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	132	11.0%
1	75	6.3%
2	43	3.6%
3	36	3.0%
8	28	2.3%
5	28	2.3%
6	24	2.0%
4	24	2.0%
10	18	1.5%
9	15	1.3%
Other values (297)	693	57.9%
(Missing)	80	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	132	11.0%
1	75	6.3%
2	43	3.6%
3	36	3.0%
4	24	2.0%
5	28	2.3%
6	24	2.0%
7	13	1.1%
8	28	2.3%
9	15	1.3%

Value	Count	Frequency (%)
39305	1	0.1%
15797	1	0.1%
8910	1	0.1%
8583	1	0.1%
3933	1	0.1%
3757	1	0.1%
3706	1	0.1%
3353	1	0.1%
3141	1	0.1%
2992	1	0.1%

2014
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	347
Distinct (%)	30.5%
Missing	60
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	238.54313

Minimum	0
Maximum	51065
Zeros	117
Zeros (%)	9.8%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	31.5
Q3	133.25
95-th percentile	647.25
Maximum	51065
Range	51065
Interquartile range (IQR)	128.25

Descriptive statistics

Standard deviation	1728.5934
Coefficient of variation (CV)	7.2464605
Kurtosis	674.44226
Mean	238.54313
Median Absolute Deviation (MAD)	30.5
Skewness	24.100289
Sum	270985
Variance	2988035.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	117	9.8%
1	71	5.9%
2	36	3.0%
4	31	2.6%
7	30	2.5%
5	29	2.4%
9	25	2.1%
3	25	2.1%
6	21	1.8%
16	17	1.4%
Other values (337)	734	61.4%
(Missing)	60	5.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	117	9.8%
1	71	5.9%
2	36	3.0%
3	25	2.1%
4	31	2.6%
5	29	2.4%
6	21	1.8%
7	30	2.5%
8	13	1.1%
9	25	2.1%

Value	Count	Frequency (%)
51065	1	0.1%
19165	1	0.1%
10791	1	0.1%
10664	1	0.1%
5713	1	0.1%
5640	1	0.1%
3937	1	0.1%
3935	1	0.1%
3850	1	0.1%
3654	1	0.1%

2015
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	356
Distinct (%)	31.7%
Missing	72
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	265.07918

Minimum	0
Maximum	52982
Zeros	108
Zeros (%)	9.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	37
Q3	157
95-th percentile	679.2
Maximum	52982
Range	52982
Interquartile range (IQR)	152

Descriptive statistics

Standard deviation	1856.1021
Coefficient of variation (CV)	7.0020665
Kurtosis	601.561
Mean	265.07918
Median Absolute Deviation (MAD)	36
Skewness	22.640442
Sum	297949
Variance	3445114.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	108	9.0%
1	79	6.6%
3	32	2.7%
2	31	2.6%
5	22	1.8%
9	21	1.8%
7	21	1.8%
6	21	1.8%
4	18	1.5%
12	16	1.3%
Other values (346)	755	63.1%
(Missing)	72	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	108	9.0%
1	79	6.6%
2	31	2.6%
3	32	2.7%
4	18	1.5%
5	22	1.8%
6	21	1.8%
7	21	1.8%
8	16	1.3%
9	21	1.8%

Value	Count	Frequency (%)
52982	1	0.1%
22155	1	0.1%
13437	1	0.1%
13233	1	0.1%
6723	1	0.1%
5223	1	0.1%
4759	1	0.1%
4655	1	0.1%
4337	1	0.1%
3417	1	0.1%

2016
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	352
Distinct (%)	31.3%
Missing	72
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	243.06317

Minimum	0
Maximum	47815
Zeros	109
Zeros (%)	9.1%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	35
Q3	149.25
95-th percentile	617.7
Maximum	47815
Range	47815
Interquartile range (IQR)	145.25

Descriptive statistics

Standard deviation	1693.4092
Coefficient of variation (CV)	6.9669511
Kurtosis	579.25881
Mean	243.06317
Median Absolute Deviation (MAD)	34
Skewness	22.176299
Sum	273203
Variance	2867634.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	109	9.1%
1	66	5.5%
2	50	4.2%
3	33	2.8%
4	27	2.3%
6	23	1.9%
11	22	1.8%
8	21	1.8%
5	17	1.4%
7	15	1.3%
Other values (342)	741	62.0%
(Missing)	72	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	109	9.1%
1	66	5.5%
2	50	4.2%
3	33	2.8%
4	27	2.3%
5	17	1.4%
6	23	1.9%
7	15	1.3%
8	21	1.8%
9	14	1.2%

Value	Count	Frequency (%)
47815	1	0.1%
20847	1	0.1%
12735	1	0.1%
11948	1	0.1%
6225	1	0.1%
5628	1	0.1%
5092	1	0.1%
4068	1	0.1%
4001	1	0.1%
3660	1	0.1%

2017
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	375
Distinct (%)	33.7%
Missing	84
Missing (%)	7.0%
Infinite	0
Infinite (%)	0.0%
Mean	280.82374

Minimum	0
Maximum	51366
Zeros	94
Zeros (%)	7.9%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	41
Q3	175
95-th percentile	745.8
Maximum	51366
Range	51366
Interquartile range (IQR)	170

Descriptive statistics

Standard deviation	1895.8769
Coefficient of variation (CV)	6.7511277
Kurtosis	511.7367
Mean	280.82374
Median Absolute Deviation (MAD)	40
Skewness	20.84574
Sum	312276
Variance	3594349.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	94	7.9%
1	69	5.8%
2	42	3.5%
3	35	2.9%
4	30	2.5%
7	22	1.8%
5	21	1.8%
10	18	1.5%
6	17	1.4%
9	16	1.3%
Other values (365)	748	62.5%
(Missing)	84	7.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	94	7.9%
1	69	5.8%
2	42	3.5%
3	35	2.9%
4	30	2.5%
5	21	1.8%
6	17	1.4%
7	22	1.8%
8	15	1.3%
9	16	1.3%

Value	Count	Frequency (%)
51366	1	0.1%
26221	1	0.1%
14587	1	0.1%
14092	1	0.1%
8001	1	0.1%
6134	1	0.1%
5900	1	0.1%
4501	1	0.1%
4353	1	0.1%
4332	1	0.1%

2018
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	378
Distinct (%)	33.9%
Missing	80
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	288.00896

Minimum	0
Maximum	52644
Zeros	101
Zeros (%)	8.4%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	41
Q3	171.25
95-th percentile	734
Maximum	52644
Range	52644
Interquartile range (IQR)	166.25

Descriptive statistics

Standard deviation	1958.9232
Coefficient of variation (CV)	6.8016051
Kurtosis	497.4154
Mean	288.00896
Median Absolute Deviation (MAD)	40
Skewness	20.553231
Sum	321418
Variance	3837380.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	101	8.4%
1	60	5.0%
3	39	3.3%
2	37	3.1%
5	32	2.7%
7	21	1.8%
4	19	1.6%
8	17	1.4%
10	17	1.4%
6	16	1.3%
Other values (368)	757	63.3%
(Missing)	80	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	101	8.4%
1	60	5.0%
2	37	3.1%
3	39	3.3%
4	19	1.6%
5	32	2.7%
6	16	1.3%
7	21	1.8%
8	17	1.4%
9	15	1.3%

Value	Count	Frequency (%)
52644	1	0.1%
27349	1	0.1%
17258	1	0.1%
13224	1	0.1%
9479	1	0.1%
7207	1	0.1%
5050	1	0.1%
5002	1	0.1%
4727	1	0.1%
3146	1	0.1%

2019
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	360
Distinct (%)	32.4%
Missing	84
Missing (%)	7.0%
Infinite	0
Infinite (%)	0.0%
Mean	264.61421

Minimum	0
Maximum	48083
Zeros	111
Zeros (%)	9.3%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	33.5
Q3	155.25
95-th percentile	700.15
Maximum	48083
Range	48083
Interquartile range (IQR)	151.25

Descriptive statistics

Standard deviation	1793.5645
Coefficient of variation (CV)	6.7780354
Kurtosis	497.29013
Mean	264.61421
Median Absolute Deviation (MAD)	33.5
Skewness	20.589972
Sum	294251
Variance	3216873.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	111	9.3%
1	67	5.6%
2	52	4.3%
3	27	2.3%
6	25	2.1%
4	22	1.8%
5	20	1.7%
7	19	1.6%
11	18	1.5%
10	15	1.3%
Other values (350)	736	61.5%
(Missing)	84	7.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	111	9.3%
1	67	5.6%
2	52	4.3%
3	27	2.3%
4	22	1.8%
5	20	1.7%
6	25	2.1%
7	19	1.6%
8	9	0.8%
9	11	0.9%

Value	Count	Frequency (%)
48083	1	0.1%
25716	1	0.1%
14728	1	0.1%
12500	1	0.1%
8515	1	0.1%
5825	1	0.1%
4106	1	0.1%
3950	1	0.1%
3788	1	0.1%
3650	1	0.1%

2020
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	410
Distinct (%)	36.9%
Missing	84
Missing (%)	7.0%
Infinite	0
Infinite (%)	0.0%
Mean	340.2473

Minimum	0
Maximum	57777
Zeros	102
Zeros (%)	8.5%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	58.5
Q3	212
95-th percentile	870.4
Maximum	57777
Range	57777
Interquartile range (IQR)	205

Descriptive statistics

Standard deviation	2216.0456
Coefficient of variation (CV)	6.5130438
Kurtosis	457.09613
Mean	340.2473
Median Absolute Deviation (MAD)	57.5
Skewness	19.72904
Sum	378355
Variance	4910858
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	102	8.5%
1	63	5.3%
2	36	3.0%
4	22	1.8%
3	19	1.6%
6	17	1.4%
5	16	1.3%
12	15	1.3%
9	15	1.3%
8	15	1.3%
Other values (400)	792	66.2%
(Missing)	84	7.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	102	8.5%
1	63	5.3%
2	36	3.0%
3	19	1.6%
4	22	1.8%
5	16	1.3%
6	17	1.4%
7	15	1.3%
8	15	1.3%
9	15	1.3%

Value	Count	Frequency (%)
57777	1	0.1%
33236	1	0.1%
18870	1	0.1%
16642	1	0.1%
10696	1	0.1%
8495	1	0.1%
5371	1	0.1%
4859	1	0.1%
4622	1	0.1%
4448	1	0.1%

2021
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	352
Distinct (%)	31.5%
Missing	80
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	243.04032

Minimum	0
Maximum	41569
Zeros	102
Zeros (%)	8.5%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	46
Q3	143.25
95-th percentile	660.25
Maximum	41569
Range	41569
Interquartile range (IQR)	137.25

Descriptive statistics

Standard deviation	1565.9957
Coefficient of variation (CV)	6.4433577
Kurtosis	476.97425
Mean	243.04032
Median Absolute Deviation (MAD)	44
Skewness	20.090842
Sum	271233
Variance	2452342.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	102	8.5%
1	55	4.6%
2	31	2.6%
3	27	2.3%
5	24	2.0%
6	21	1.8%
4	20	1.7%
13	19	1.6%
7	19	1.6%
8	17	1.4%
Other values (342)	781	65.3%
(Missing)	80	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	102	8.5%
1	55	4.6%
2	31	2.6%
3	27	2.3%
4	20	1.7%
5	24	2.0%
6	21	1.8%
7	19	1.6%
8	17	1.4%
9	11	0.9%

Value	Count	Frequency (%)
41569	1	0.1%
22030	1	0.1%
14539	1	0.1%
10948	1	0.1%
6832	1	0.1%
6721	1	0.1%
4113	1	0.1%
3974	1	0.1%
3177	1	0.1%
2836	1	0.1%

2022
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	267
Distinct (%)	23.9%
Missing	80
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	133.36828

Minimum	0
Maximum	24628
Zeros	115
Zeros (%)	9.6%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	21
Q3	69
95-th percentile	393.25
Maximum	24628
Range	24628
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	888.84427
Coefficient of variation (CV)	6.6645852
Kurtosis	548.13472
Mean	133.36828
Median Absolute Deviation (MAD)	20
Skewness	21.572758
Sum	148839
Variance	790044.13
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	115	9.6%
1	75	6.3%
2	40	3.3%
4	35	2.9%
6	29	2.4%
3	28	2.3%
5	27	2.3%
7	24	2.0%
16	22	1.8%
11	20	1.7%
Other values (257)	701	58.6%
(Missing)	80	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	115	9.6%
1	75	6.3%
2	40	3.3%
3	28	2.3%
4	35	2.9%
5	27	2.3%
6	29	2.4%
7	24	2.0%
8	19	1.6%
9	16	1.3%

Value	Count	Frequency (%)
24628	1	0.1%
11718	1	0.1%
7083	1	0.1%
5629	1	0.1%
3273	1	0.1%
3211	1	0.1%
2487	1	0.1%
2164	1	0.1%
1772	1	0.1%
1680	1	0.1%

2023
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	281
Distinct (%)	25.1%
Missing	76
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	154.73661

Minimum	0
Maximum	28767
Zeros	128
Zeros (%)	10.7%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	22
Q3	89
95-th percentile	435
Maximum	28767
Range	28767
Interquartile range (IQR)	86

Descriptive statistics

Standard deviation	1054.007
Coefficient of variation (CV)	6.8116205
Kurtosis	527.54619
Mean	154.73661
Median Absolute Deviation (MAD)	21
Skewness	21.272799
Sum	173305
Variance	1110930.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	128	10.7%
1	67	5.6%
2	55	4.6%
4	38	3.2%
3	31	2.6%
6	22	1.8%
5	21	1.8%
14	20	1.7%
8	19	1.6%
13	17	1.4%
Other values (271)	702	58.7%
(Missing)	76	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	128	10.7%
1	67	5.6%
2	55	4.6%
3	31	2.6%
4	38	3.2%
5	21	1.8%
6	22	1.8%
7	16	1.3%
8	19	1.6%
9	16	1.3%

Value	Count	Frequency (%)
28767	1	0.1%
15287	1	0.1%
7602	1	0.1%
7323	1	0.1%
4198	1	0.1%
2781	1	0.1%
2629	1	0.1%
2290	1	0.1%
1845	1	0.1%
1822	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	0.987	0.989	1.000	0.996	0.995	0.995	0.991	0.994	0.995	1.000	1.000	0.950	0.950	0.950	0.950	0.996	0.995
2007	0.987	1.000	0.998	0.989	0.989	0.987	0.987	0.982	0.982	0.982	0.989	0.989	0.957	0.957	0.957	0.957	0.989	0.987
2008	0.989	0.998	1.000	0.991	0.997	0.989	0.989	0.989	0.986	0.982	0.991	0.991	0.967	0.967	0.967	0.967	0.997	0.989
2009	1.000	0.989	0.991	1.000	0.998	0.996	0.996	0.991	0.994	0.996	1.000	1.000	0.961	0.961	0.961	0.961	0.998	0.996
2010	0.996	0.989	0.997	0.998	1.000	0.996	0.996	0.996	0.994	0.991	0.998	0.998	0.961	0.961	0.961	0.961	1.000	0.996
2011	0.995	0.987	0.989	0.996	0.996	1.000	1.000	0.991	0.991	0.991	0.996	0.996	0.950	0.950	0.950	0.950	0.996	0.991
2012	0.995	0.987	0.989	0.996	0.996	1.000	1.000	0.991	0.991	0.991	0.996	0.996	0.950	0.950	0.950	0.950	0.996	0.991
2013	0.991	0.982	0.989	0.991	0.996	0.991	0.991	1.000	0.998	0.991	0.991	0.991	0.913	0.913	0.913	0.913	0.996	0.991
2014	0.994	0.982	0.986	0.994	0.994	0.991	0.991	0.998	1.000	0.998	0.994	0.994	0.913	0.913	0.913	0.913	0.994	0.991
2015	0.995	0.982	0.982	0.996	0.991	0.991	0.991	0.991	0.998	1.000	0.996	0.996	0.913	0.913	0.913	0.913	0.991	0.991
2016	1.000	0.989	0.991	1.000	0.998	0.996	0.996	0.991	0.994	0.996	1.000	1.000	0.961	0.961	0.961	0.961	0.998	0.996
2017	1.000	0.989	0.991	1.000	0.998	0.996	0.996	0.991	0.994	0.996	1.000	1.000	0.961	0.961	0.961	0.961	0.998	0.996
2018	0.950	0.957	0.967	0.961	0.961	0.950	0.950	0.913	0.913	0.913	0.961	0.961	1.000	1.000	1.000	1.000	0.961	0.950
2019	0.950	0.957	0.967	0.961	0.961	0.950	0.950	0.913	0.913	0.913	0.961	0.961	1.000	1.000	1.000	1.000	0.961	0.950
2020	0.950	0.957	0.967	0.961	0.961	0.950	0.950	0.913	0.913	0.913	0.961	0.961	1.000	1.000	1.000	1.000	0.961	0.950
2021	0.950	0.957	0.967	0.961	0.961	0.950	0.950	0.913	0.913	0.913	0.961	0.961	1.000	1.000	1.000	1.000	0.961	0.950
2022	0.996	0.989	0.997	0.998	1.000	0.996	0.996	0.996	0.994	0.991	0.998	0.998	0.961	0.961	0.961	0.961	1.000	0.996
2023	0.995	0.987	0.989	0.996	0.996	0.991	0.991	0.991	0.991	0.991	0.996	0.996	0.950	0.950	0.950	0.950	0.996	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	0.956	0.939	0.933	0.930	0.936	0.929	0.941	0.942	0.949	0.941	0.943	0.941	0.946	0.950	0.917	0.879	0.927
2007	0.956	1.000	0.957	0.935	0.935	0.943	0.932	0.938	0.937	0.937	0.930	0.929	0.924	0.928	0.936	0.920	0.900	0.927
2008	0.939	0.957	1.000	0.945	0.942	0.942	0.935	0.942	0.937	0.936	0.925	0.923	0.922	0.924	0.933	0.922	0.898	0.920
2009	0.933	0.935	0.945	1.000	0.951	0.948	0.935	0.938	0.935	0.935	0.926	0.923	0.918	0.926	0.935	0.910	0.883	0.916
2010	0.930	0.935	0.942	0.951	1.000	0.961	0.950	0.947	0.937	0.932	0.921	0.920	0.919	0.928	0.931	0.920	0.899	0.921
2011	0.936	0.943	0.942	0.948	0.961	1.000	0.964	0.960	0.953	0.948	0.935	0.935	0.928	0.940	0.943	0.928	0.913	0.933
2012	0.929	0.932	0.935	0.935	0.950	0.964	1.000	0.970	0.959	0.950	0.935	0.933	0.929	0.938	0.944	0.931	0.914	0.932
2013	0.941	0.938	0.942	0.938	0.947	0.960	0.970	1.000	0.973	0.966	0.954	0.950	0.945	0.952	0.951	0.930	0.913	0.944
2014	0.942	0.937	0.937	0.935	0.937	0.953	0.959	0.973	1.000	0.977	0.963	0.957	0.947	0.951	0.948	0.923	0.911	0.940
2015	0.949	0.937	0.936	0.935	0.932	0.948	0.950	0.966	0.977	1.000	0.975	0.965	0.956	0.955	0.954	0.928	0.905	0.939
2016	0.941	0.930	0.925	0.926	0.921	0.935	0.935	0.954	0.963	0.975	1.000	0.975	0.960	0.958	0.948	0.927	0.900	0.939
2017	0.943	0.929	0.923	0.923	0.920	0.935	0.933	0.950	0.957	0.965	0.975	1.000	0.967	0.964	0.956	0.932	0.902	0.944
2018	0.941	0.924	0.922	0.918	0.919	0.928	0.929	0.945	0.947	0.956	0.960	0.967	1.000	0.972	0.959	0.936	0.909	0.943
2019	0.946	0.928	0.924	0.926	0.928	0.940	0.938	0.952	0.951	0.955	0.958	0.964	0.972	1.000	0.969	0.937	0.908	0.952
2020	0.950	0.936	0.933	0.935	0.931	0.943	0.944	0.951	0.948	0.954	0.948	0.956	0.959	0.969	1.000	0.957	0.922	0.954
2021	0.917	0.920	0.922	0.910	0.920	0.928	0.931	0.930	0.923	0.928	0.927	0.932	0.936	0.937	0.957	1.000	0.949	0.950
2022	0.879	0.900	0.898	0.883	0.899	0.913	0.914	0.913	0.911	0.905	0.900	0.902	0.909	0.908	0.922	0.949	1.000	0.947
2023	0.927	0.927	0.920	0.916	0.921	0.933	0.932	0.944	0.940	0.939	0.939	0.944	0.943	0.952	0.954	0.950	0.947	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_매입자거주지	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
0	전국_관할시군구내	45917	36920	33593	37170	35133	40520	32400	39305	51065	52982	47815	51366	52644	48083	57777	41569	24628	28767
1	전국_관할시도내	21970	15266	15415	16310	14771	16617	12248	15797	19165	22155	20847	26221	27349	25716	33236	22030	11718	15287
2	전국_관할시도외_서울	6053	4434	4775	6469	5451	4863	4290	3353	3850	4759	5092	6134	7207	5825	8495	6721	3211	2781
3	전국_관할시도외_기타	9615	8899	8787	8356	9199	9921	7788	8910	10664	13233	11948	14092	13224	12500	18870	14539	7083	7602
4	서울_관할시군구내	6815	3304	3067	3967	2549	3275	2393	3706	5640	6723	6225	5900	5050	3950	4448	2470	977	1845
5	서울_관할시도내	5095	2619	2500	2898	1968	2081	1380	1877	2615	3417	4001	4501	4727	3788	4859	2836	1074	2629
6	서울_관할시도외_서울	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
7	서울_관할시도외_기타	2419	1154	1093	1470	882	1001	710	1044	1465	2028	2001	2371	2203	1722	2216	1304	470	1210
8	서울 종로구_관할시군구내	35	23	28	25	16	25	22	26	30	51	37	66	31	28	29	15	5	11
9	서울 종로구_관할시도내	45	36	80	29	12	16	13	22	22	47	39	80	44	37	48	27	12	12

	지역_매입자거주지	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
1186	제주_관할시도외_서울	5	9	8	7	11	14	16	20	27	39	31	23	33	23	18	32	17	14
1187	제주_관할시도외_기타	12	15	15	15	23	29	38	48	55	102	72	66	52	37	62	89	42	24
1188	제주 제주시_관할시군구내	135	192	143	151	316	310	298	298	318	262	241	276	238	186	208	269	197	140
1189	제주 제주시_관할시도내	6	12	12	15	19	20	19	18	24	20	15	21	15	11	12	13	8	6
1190	제주 제주시_관할시도외_서울	5	8	6	5	9	11	12	11	15	17	15	14	18	13	9	18	11	7
1191	제주 제주시_관할시도외_기타	11	13	11	12	19	22	27	30	34	36	25	39	30	20	28	43	24	16
1192	제주 서귀포시_관할시군구내	9	34	54	31	28	53	37	65	55	125	128	86	57	46	54	72	50	49
1193	제주 서귀포시_관할시도내	2	2	3	2	3	3	5	10	13	60	80	38	17	12	10	14	8	4
1194	제주 서귀포시_관할시도외_서울	1	2	3	1	3	3	5	10	12	22	16	9	16	10	9	13	6	6
1195	제주 서귀포시_관할시도외_기타	1	3	4	3	4	7	11	18	21	67	47	28	23	17	34	46	17	8

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Connector Punctuation

Space Separator

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