gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	1495
Missing cells	1825
Missing cells (%)	6.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	248.3 KiB
Average record size in memory	170.1 B

Variable types

Text	1
Numeric	18

Dataset

Description	한국부동산원(구.한국감정원)에서 제공하는 부동산거래현황 중 주택 거래현황의 연도별 주택유형별(면적) 데이터입니다.- (단위 : 천㎡)- 공표시기 : 익월 말일경
Author	한국부동산원
URL	https://www.data.go.kr/data/15068442/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 110 (7.4%) missing values	Missing
`2007` has 135 (9.0%) missing values	Missing
`2008` has 125 (8.4%) missing values	Missing
`2009` has 125 (8.4%) missing values	Missing
`2010` has 95 (6.4%) missing values	Missing
`2011` has 110 (7.4%) missing values	Missing
`2012` has 100 (6.7%) missing values	Missing
`2013` has 100 (6.7%) missing values	Missing
`2014` has 65 (4.3%) missing values	Missing
`2015` has 85 (5.7%) missing values	Missing
`2016` has 85 (5.7%) missing values	Missing
`2017` has 100 (6.7%) missing values	Missing
`2018` has 95 (6.4%) missing values	Missing
`2019` has 100 (6.7%) missing values	Missing
`2020` has 100 (6.7%) missing values	Missing
`2021` has 100 (6.7%) missing values	Missing
`2022` has 100 (6.7%) missing values	Missing
`2023` has 95 (6.4%) missing values	Missing
`2006` is highly skewed (γ1 = 28.19951615)	Skewed
`2007` is highly skewed (γ1 = 28.81966368)	Skewed
`2008` is highly skewed (γ1 = 29.26258334)	Skewed
`2009` is highly skewed (γ1 = 29.63242877)	Skewed
`2010` is highly skewed (γ1 = 29.85894073)	Skewed
`2011` is highly skewed (γ1 = 29.81998693)	Skewed
`2012` is highly skewed (γ1 = 29.42307117)	Skewed
`2013` is highly skewed (γ1 = 29.74439831)	Skewed
`2014` is highly skewed (γ1 = 30.32623954)	Skewed
`2015` is highly skewed (γ1 = 28.65314196)	Skewed
`2016` is highly skewed (γ1 = 28.49321784)	Skewed
`2017` is highly skewed (γ1 = 28.89519256)	Skewed
`2018` is highly skewed (γ1 = 29.14223551)	Skewed
`2019` is highly skewed (γ1 = 29.82042334)	Skewed
`2020` is highly skewed (γ1 = 30.08193634)	Skewed
`2021` is highly skewed (γ1 = 29.43803121)	Skewed
`2022` is highly skewed (γ1 = 28.82329019)	Skewed
`2023` is highly skewed (γ1 = 30.82281198)	Skewed
`지역 및 주택유형` has unique values	Unique
`2006` has 107 (7.2%) zeros	Zeros
`2007` has 102 (6.8%) zeros	Zeros
`2008` has 86 (5.8%) zeros	Zeros
`2009` has 83 (5.6%) zeros	Zeros
`2010` has 77 (5.2%) zeros	Zeros
`2011` has 58 (3.9%) zeros	Zeros
`2012` has 49 (3.3%) zeros	Zeros
`2013` has 47 (3.1%) zeros	Zeros
`2014` has 37 (2.5%) zeros	Zeros
`2015` has 33 (2.2%) zeros	Zeros
`2016` has 27 (1.8%) zeros	Zeros
`2017` has 61 (4.1%) zeros	Zeros
`2018` has 64 (4.3%) zeros	Zeros
`2019` has 37 (2.5%) zeros	Zeros
`2020` has 35 (2.3%) zeros	Zeros
`2021` has 30 (2.0%) zeros	Zeros
`2022` has 35 (2.3%) zeros	Zeros
`2023` has 56 (3.7%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 08:24:47.754311
Analysis finished	2024-04-06 08:26:07.258555
Duration	1 minute and 19.5 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

지역 및 주택유형
Text

UNIQUE

Distinct	1495
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

Length

Max length	21
Median length	20
Mean length	11.541137
Min length	7

Characters and Unicode

Total characters	17254
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	1495 ?
Unique (%)	100.0%

Sample

1st row	전국 /단독주택
2nd row	전국 /다가구주택
3rd row	전국 /다세대주택
4th row	전국 /연립주택
5th row	전국 /아파트

Value	Count	Frequency (%)
경기	265	8.9%
경남	135	4.5%
경북	130	4.3%
서울	130	4.3%
전남	115	3.8%
충남	100	3.3%
충북	100	3.3%
강원	95	3.2%
전북	85	2.8%
부산	85	2.8%
Other values (1294)	1750	58.5%

Most occurring characters

Value	Count	Frequency (%)
	1495	8.7%
/	1495	8.7%
주	1431	8.3%
택	1201	7.0%
구	1004	5.8%
시	610	3.5%
다	598	3.5%
경	545	3.2%
군	465	2.7%
남	445	2.6%
Other values (142)	7965	46.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	14074	81.6%
Space Separator	1495	8.7%
Other Punctuation	1495	8.7%
Close Punctuation	95	0.6%
Open Punctuation	95	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	1431	10.2%
택	1201	8.5%
구	1004	7.1%
시	610	4.3%
다	598	4.2%
경	545	3.9%
군	465	3.3%
남	445	3.2%
대	399	2.8%
북	360	2.6%
Other values (138)	7016	49.9%

Space Separator

Value	Count	Frequency (%)
	1495	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	1495	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	95	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	95	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	14074	81.6%
Common	3180	18.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	1431	10.2%
택	1201	8.5%
구	1004	7.1%
시	610	4.3%
다	598	4.2%
경	545	3.9%
군	465	3.3%
남	445	3.2%
대	399	2.8%
북	360	2.6%
Other values (138)	7016	49.9%

Common

Value	Count	Frequency (%)
	1495	47.0%
/	1495	47.0%
)	95	3.0%
(	95	3.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	14074	81.6%
ASCII	3180	18.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1495	47.0%
/	1495	47.0%
)	95	3.0%
(	95	3.0%

Hangul

Value	Count	Frequency (%)
주	1431	10.2%
택	1201	8.5%
구	1004	7.1%
시	610	4.3%
다	598	4.2%
경	545	3.9%
군	465	3.3%
남	445	3.2%
대	399	2.8%
북	360	2.6%
Other values (138)	7016	49.9%

2006
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	383
Distinct (%)	27.7%
Missing	110
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	281.20939

Minimum	0
Maximum	83554
Zeros	107
Zeros (%)	7.2%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	26
Q3	108
95-th percentile	810
Maximum	83554
Range	83554
Interquartile range (IQR)	104

Descriptive statistics

Standard deviation	2496.6337
Coefficient of variation (CV)	8.878202
Kurtosis	907.04481
Mean	281.20939
Median Absolute Deviation (MAD)	25
Skewness	28.199516
Sum	389475
Variance	6233180
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	107	7.2%
1	92	6.2%
2	57	3.8%
4	49	3.3%
3	46	3.1%
7	32	2.1%
6	28	1.9%
8	25	1.7%
10	23	1.5%
5	21	1.4%
Other values (373)	905	60.5%
(Missing)	110	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	107	7.2%
1	92	6.2%
2	57	3.8%
3	46	3.1%
4	49	3.3%
5	21	1.4%
6	28	1.9%
7	32	2.1%
8	25	1.7%
9	20	1.3%

Value	Count	Frequency (%)
83554	1	0.1%
26431	1	0.1%
18717	1	0.1%
14330	1	0.1%
10811	1	0.1%
5662	1	0.1%
5597	1	0.1%
4440	1	0.1%
4365	1	0.1%
4213	1	0.1%

2007
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	334
Distinct (%)	24.6%
Missing	135
Missing (%)	9.0%
Infinite	0
Infinite (%)	0.0%
Mean	225.43015

Minimum	0
Maximum	65520
Zeros	102
Zeros (%)	6.8%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	24
Q3	86
95-th percentile	613.5
Maximum	65520
Range	65520
Interquartile range (IQR)	82

Descriptive statistics

Standard deviation	1942.2544
Coefficient of variation (CV)	8.6157704
Kurtosis	946.2737
Mean	225.43015
Median Absolute Deviation (MAD)	23
Skewness	28.819664
Sum	306585
Variance	3772352.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	102	6.8%
1	90	6.0%
2	63	4.2%
3	46	3.1%
4	44	2.9%
6	35	2.3%
5	32	2.1%
9	28	1.9%
7	21	1.4%
8	21	1.4%
Other values (324)	878	58.7%
(Missing)	135	9.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	102	6.8%
1	90	6.0%
2	63	4.2%
3	46	3.1%
4	44	2.9%
5	32	2.1%
6	35	2.3%
7	21	1.4%
8	21	1.4%
9	28	1.9%

Value	Count	Frequency (%)
65520	1	0.1%
15038	1	0.1%
14156	1	0.1%
9958	1	0.1%
7077	1	0.1%
5964	1	0.1%
5462	1	0.1%
5331	1	0.1%
4740	1	0.1%
4639	1	0.1%

2008
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	330
Distinct (%)	24.1%
Missing	125
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	213.38905

Minimum	0
Maximum	62569
Zeros	86
Zeros (%)	5.8%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	23
Q3	81
95-th percentile	661.4
Maximum	62569
Range	62569
Interquartile range (IQR)	77

Descriptive statistics

Standard deviation	1839.5472
Coefficient of variation (CV)	8.6206261
Kurtosis	970.47254
Mean	213.38905
Median Absolute Deviation (MAD)	21
Skewness	29.262583
Sum	292343
Variance	3383934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	95	6.4%
0	86	5.8%
2	65	4.3%
4	54	3.6%
3	45	3.0%
5	36	2.4%
7	30	2.0%
6	30	2.0%
19	21	1.4%
12	20	1.3%
Other values (320)	888	59.4%
(Missing)	125	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	86	5.8%
1	95	6.4%
2	65	4.3%
3	45	3.0%
4	54	3.6%
5	36	2.4%
6	30	2.0%
7	30	2.0%
8	19	1.3%
9	20	1.3%

Value	Count	Frequency (%)
62569	1	0.1%
13744	1	0.1%
13321	1	0.1%
9708	1	0.1%
6659	1	0.1%
5278	1	0.1%
5183	1	0.1%
4928	1	0.1%
4049	1	0.1%
3897	1	0.1%

2009
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	320
Distinct (%)	23.4%
Missing	125
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	219.81387

Minimum	0
Maximum	68305
Zeros	83
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	22
Q3	72.75
95-th percentile	669
Maximum	68305
Range	68305
Interquartile range (IQR)	68.75

Descriptive statistics

Standard deviation	2001.7203
Coefficient of variation (CV)	9.1064331
Kurtosis	985.20645
Mean	219.81387
Median Absolute Deviation (MAD)	20
Skewness	29.632429
Sum	301145
Variance	4006884.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	100	6.7%
0	83	5.6%
2	65	4.3%
3	49	3.3%
4	47	3.1%
5	42	2.8%
8	32	2.1%
6	29	1.9%
9	27	1.8%
7	20	1.3%
Other values (310)	876	58.6%
(Missing)	125	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	83	5.6%
1	100	6.7%
2	65	4.3%
3	49	3.3%
4	47	3.1%
5	42	2.8%
6	29	1.9%
7	20	1.3%
8	32	2.1%
9	27	1.8%

Value	Count	Frequency (%)
68305	1	0.1%
17977	1	0.1%
13176	1	0.1%
8335	1	0.1%
6810	1	0.1%
6142	1	0.1%
4799	1	0.1%
4355	1	0.1%
3861	1	0.1%
3802	1	0.1%

2010
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	322
Distinct (%)	23.0%
Missing	95
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	206.54143

Minimum	0
Maximum	64554
Zeros	77
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	21
Q3	74
95-th percentile	655.1
Maximum	64554
Range	64554
Interquartile range (IQR)	69

Descriptive statistics

Standard deviation	1873.5873
Coefficient of variation (CV)	9.071242
Kurtosis	1002.0168
Mean	206.54143
Median Absolute Deviation (MAD)	19
Skewness	29.858941
Sum	289158
Variance	3510329.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	96	6.4%
0	77	5.2%
2	66	4.4%
3	55	3.7%
5	49	3.3%
4	42	2.8%
6	36	2.4%
7	31	2.1%
8	30	2.0%
10	28	1.9%
Other values (312)	890	59.5%
(Missing)	95	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	77	5.2%
1	96	6.4%
2	66	4.4%
3	55	3.7%
4	42	2.8%
5	49	3.3%
6	36	2.4%
7	31	2.1%
8	30	2.0%
9	24	1.6%

Value	Count	Frequency (%)
64554	1	0.1%
16111	1	0.1%
13975	1	0.1%
6983	1	0.1%
6639	1	0.1%
6599	1	0.1%
5399	1	0.1%
4171	1	0.1%
3542	1	0.1%
3348	1	0.1%

2011
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	356
Distinct (%)	25.7%
Missing	110
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	242.25487

Minimum	0
Maximum	71921
Zeros	58
Zeros (%)	3.9%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	7
median	26
Q3	93
95-th percentile	734.8
Maximum	71921
Range	71921
Interquartile range (IQR)	86

Descriptive statistics

Standard deviation	2092.0876
Coefficient of variation (CV)	8.6358946
Kurtosis	1001.4984
Mean	242.25487
Median Absolute Deviation (MAD)	24
Skewness	29.819987
Sum	335523
Variance	4376830.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	69	4.6%
0	58	3.9%
2	52	3.5%
3	50	3.3%
7	34	2.3%
6	34	2.3%
8	33	2.2%
4	33	2.2%
5	32	2.1%
10	31	2.1%
Other values (346)	959	64.1%
(Missing)	110	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	58	3.9%
1	69	4.6%
2	52	3.5%
3	50	3.3%
4	33	2.2%
5	32	2.1%
6	34	2.3%
7	34	2.3%
8	33	2.2%
9	20	1.3%

Value	Count	Frequency (%)
71921	1	0.1%
15640	1	0.1%
15235	1	0.1%
8166	1	0.1%
7632	1	0.1%
7010	1	0.1%
6357	1	0.1%
5142	1	0.1%
5137	1	0.1%
4582	1	0.1%

2012
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	334
Distinct (%)	23.9%
Missing	100
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	195.42796

Minimum	0
Maximum	56726
Zeros	49
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	24
Q3	79
95-th percentile	615.2
Maximum	56726
Range	56726
Interquartile range (IQR)	73

Descriptive statistics

Standard deviation	1655.8004
Coefficient of variation (CV)	8.4726893
Kurtosis	981.45492
Mean	195.42796
Median Absolute Deviation (MAD)	22
Skewness	29.423071
Sum	272622
Variance	2741674.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	70	4.7%
2	68	4.5%
3	64	4.3%
0	49	3.3%
5	42	2.8%
6	37	2.5%
4	36	2.4%
8	30	2.0%
7	29	1.9%
12	29	1.9%
Other values (324)	941	62.9%
(Missing)	100	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49	3.3%
1	70	4.7%
2	68	4.5%
3	64	4.3%
4	36	2.4%
5	42	2.8%
6	37	2.5%
7	29	1.9%
8	30	2.0%
9	24	1.6%

Value	Count	Frequency (%)
56726	1	0.1%
12935	1	0.1%
12922	1	0.1%
6986	1	0.1%
6952	1	0.1%
4791	1	0.1%
4672	1	0.1%
4484	1	0.1%
4236	1	0.1%
3757	1	0.1%

2013
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	345
Distinct (%)	24.7%
Missing	100
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	225.0552

Minimum	0
Maximum	67364
Zeros	47
Zeros (%)	3.1%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	25
Q3	87
95-th percentile	700.4
Maximum	67364
Range	67364
Interquartile range (IQR)	81

Descriptive statistics

Standard deviation	1957.8975
Coefficient of variation (CV)	8.6996324
Kurtosis	998.30502
Mean	225.0552
Median Absolute Deviation (MAD)	22
Skewness	29.744398
Sum	313952
Variance	3833362.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	71	4.7%
1	61	4.1%
5	54	3.6%
4	49	3.3%
0	47	3.1%
3	42	2.8%
6	31	2.1%
7	30	2.0%
11	25	1.7%
9	24	1.6%
Other values (335)	961	64.3%
(Missing)	100	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	47	3.1%
1	61	4.1%
2	71	4.7%
3	42	2.8%
4	49	3.3%
5	54	3.6%
6	31	2.1%
7	30	2.0%
8	22	1.5%
9	24	1.6%

Value	Count	Frequency (%)
67364	1	0.1%
15947	1	0.1%
13593	1	0.1%
7830	1	0.1%
7427	1	0.1%
6627	1	0.1%
6221	1	0.1%
5622	1	0.1%
5576	1	0.1%
3797	1	0.1%

2014
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	388
Distinct (%)	27.1%
Missing	65
Missing (%)	4.3%
Infinite	0
Infinite (%)	0.0%
Mean	275.48392

Minimum	0
Maximum	84744
Zeros	37
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	8
median	33
Q3	107.75
95-th percentile	848.2
Maximum	84744
Range	84744
Interquartile range (IQR)	99.75

Descriptive statistics

Standard deviation	2424.9685
Coefficient of variation (CV)	8.8025776
Kurtosis	1035.8578
Mean	275.48392
Median Absolute Deviation (MAD)	30
Skewness	30.32624
Sum	393942
Variance	5880472.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	66	4.4%
1	62	4.1%
2	47	3.1%
5	42	2.8%
0	37	2.5%
6	36	2.4%
9	36	2.4%
4	34	2.3%
7	27	1.8%
20	22	1.5%
Other values (378)	1021	68.3%
(Missing)	65	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37	2.5%
1	62	4.1%
2	47	3.1%
3	66	4.4%
4	34	2.3%
5	42	2.8%
6	36	2.4%
7	27	1.8%
8	21	1.4%
9	36	2.4%

Value	Count	Frequency (%)
84744	1	0.1%
18513	1	0.1%
16370	1	0.1%
10656	1	0.1%
9720	1	0.1%
9171	1	0.1%
8048	1	0.1%
7510	1	0.1%
6348	1	0.1%
4905	1	0.1%

2015
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	419
Distinct (%)	29.7%
Missing	85
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	328.31418

Minimum	0
Maximum	93129
Zeros	33
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	9
median	42
Q3	143
95-th percentile	920.4
Maximum	93129
Range	93129
Interquartile range (IQR)	134

Descriptive statistics

Standard deviation	2740.1913
Coefficient of variation (CV)	8.3462472
Kurtosis	942.05247
Mean	328.31418
Median Absolute Deviation (MAD)	38
Skewness	28.653142
Sum	462923
Variance	7508648.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	59	3.9%
2	57	3.8%
4	51	3.4%
3	39	2.6%
0	33	2.2%
10	29	1.9%
5	28	1.9%
9	28	1.9%
8	28	1.9%
7	23	1.5%
Other values (409)	1035	69.2%
(Missing)	85	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	2.2%
1	59	3.9%
2	57	3.8%
3	39	2.6%
4	51	3.4%
5	28	1.9%
6	22	1.5%
7	23	1.5%
8	28	1.9%
9	28	1.9%

Value	Count	Frequency (%)
93129	1	0.1%
23581	1	0.1%
21611	1	0.1%
13634	1	0.1%
13501	1	0.1%
12168	1	0.1%
9088	1	0.1%
6977	1	0.1%
5358	1	0.1%
5291	1	0.1%

2016
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	407
Distinct (%)	28.9%
Missing	85
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	299.18227

Minimum	0
Maximum	85703
Zeros	27
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	8
median	39
Q3	131
95-th percentile	861.3
Maximum	85703
Range	85703
Interquartile range (IQR)	123

Descriptive statistics

Standard deviation	2530.1786
Coefficient of variation (CV)	8.4569803
Kurtosis	931.14391
Mean	299.18227
Median Absolute Deviation (MAD)	36
Skewness	28.493218
Sum	421847
Variance	6401803.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	65	4.3%
2	53	3.5%
3	49	3.3%
4	49	3.3%
5	36	2.4%
6	35	2.3%
10	31	2.1%
0	27	1.8%
9	24	1.6%
12	22	1.5%
Other values (397)	1019	68.2%
(Missing)	85	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	1.8%
1	65	4.3%
2	53	3.5%
3	49	3.3%
4	49	3.3%
5	36	2.4%
6	35	2.3%
7	19	1.3%
8	21	1.4%
9	24	1.6%

Value	Count	Frequency (%)
85703	1	0.1%
24006	1	0.1%
19322	1	0.1%
12553	1	0.1%
12228	1	0.1%
11925	1	0.1%
7752	1	0.1%
5858	1	0.1%
4842	1	0.1%
4270	1	0.1%

2017
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	395
Distinct (%)	28.3%
Missing	100
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	320.30108

Minimum	0
Maximum	97813
Zeros	61
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	7
median	31
Q3	128.5
95-th percentile	979.5
Maximum	97813
Range	97813
Interquartile range (IQR)	121.5

Descriptive statistics

Standard deviation	2887.0558
Coefficient of variation (CV)	9.0135689
Kurtosis	944.5667
Mean	320.30108
Median Absolute Deviation (MAD)	29
Skewness	28.895193
Sum	446820
Variance	8335091.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	77	5.2%
0	61	4.1%
3	53	3.5%
2	46	3.1%
4	38	2.5%
5	36	2.4%
6	32	2.1%
9	32	2.1%
7	31	2.1%
8	27	1.8%
Other values (385)	962	64.3%
(Missing)	100	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	61	4.1%
1	77	5.2%
2	46	3.1%
3	53	3.5%
4	38	2.5%
5	36	2.4%
6	32	2.1%
7	31	2.1%
8	27	1.8%
9	32	2.1%

Value	Count	Frequency (%)
97813	1	0.1%
29506	1	0.1%
22876	1	0.1%
12772	1	0.1%
11744	1	0.1%
7242	1	0.1%
7039	1	0.1%
5889	1	0.1%
5059	1	0.1%
4596	1	0.1%

2018
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	383
Distinct (%)	27.4%
Missing	95
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	310.585

Minimum	0
Maximum	100424
Zeros	64
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	27
Q3	111.25
95-th percentile	900.95
Maximum	100424
Range	100424
Interquartile range (IQR)	106.25

Descriptive statistics

Standard deviation	2959.5072
Coefficient of variation (CV)	9.5288156
Kurtosis	951.76486
Mean	310.585
Median Absolute Deviation (MAD)	25
Skewness	29.142236
Sum	434819
Variance	8758682.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	85	5.7%
2	69	4.6%
0	64	4.3%
4	58	3.9%
3	55	3.7%
7	36	2.4%
5	26	1.7%
6	25	1.7%
11	23	1.5%
8	22	1.5%
Other values (373)	937	62.7%
(Missing)	95	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	64	4.3%
1	85	5.7%
2	69	4.6%
3	55	3.7%
4	58	3.9%
5	26	1.7%
6	25	1.7%
7	36	2.4%
8	22	1.5%
9	21	1.4%

Value	Count	Frequency (%)
100424	1	0.1%
34634	1	0.1%
20247	1	0.1%
11979	1	0.1%
9534	1	0.1%
6118	1	0.1%
5814	1	0.1%
5015	1	0.1%
4706	1	0.1%
4517	1	0.1%

2019
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	362
Distinct (%)	25.9%
Missing	100
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	281.35484

Minimum	0
Maximum	92125
Zeros	37
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	28
Q3	90.5
95-th percentile	863.6
Maximum	92125
Range	92125
Interquartile range (IQR)	84.5

Descriptive statistics

Standard deviation	2687.8191
Coefficient of variation (CV)	9.5531292
Kurtosis	990.54276
Mean	281.35484
Median Absolute Deviation (MAD)	25
Skewness	29.820423
Sum	392490
Variance	7224371.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	76	5.1%
2	73	4.9%
3	60	4.0%
4	45	3.0%
5	39	2.6%
0	37	2.5%
7	33	2.2%
6	31	2.1%
9	25	1.7%
8	25	1.7%
Other values (352)	951	63.6%
(Missing)	100	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37	2.5%
1	76	5.1%
2	73	4.9%
3	60	4.0%
4	45	3.0%
5	39	2.6%
6	31	2.1%
7	33	2.2%
8	25	1.7%
9	25	1.7%

Value	Count	Frequency (%)
92125	1	0.1%
29838	1	0.1%
14452	1	0.1%
9460	1	0.1%
8196	1	0.1%
6881	1	0.1%
6855	1	0.1%
6244	1	0.1%
5306	1	0.1%
5293	1	0.1%

2020
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	395
Distinct (%)	28.3%
Missing	100
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	361.21792

Minimum	0
Maximum	118377
Zeros	35
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	8
median	35
Q3	118
95-th percentile	1123.7
Maximum	118377
Range	118377
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	3437.7547
Coefficient of variation (CV)	9.5171211
Kurtosis	1006.9035
Mean	361.21792
Median Absolute Deviation (MAD)	32
Skewness	30.081936
Sum	503899
Variance	11818157
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	72	4.8%
2	57	3.8%
3	46	3.1%
4	39	2.6%
6	38	2.5%
0	35	2.3%
5	33	2.2%
8	27	1.8%
7	24	1.6%
10	23	1.5%
Other values (385)	1001	67.0%
(Missing)	100	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	2.3%
1	72	4.8%
2	57	3.8%
3	46	3.1%
4	39	2.6%
5	33	2.2%
6	38	2.5%
7	24	1.6%
8	27	1.8%
9	21	1.4%

Value	Count	Frequency (%)
118377	1	0.1%
36191	1	0.1%
18245	1	0.1%
11523	1	0.1%
10355	1	0.1%
10167	1	0.1%
9109	1	0.1%
7917	1	0.1%
7833	1	0.1%
7101	1	0.1%

2021
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	373
Distinct (%)	26.7%
Missing	100
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	281.44301

Minimum	0
Maximum	84859
Zeros	30
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	8
median	35
Q3	109
95-th percentile	841.9
Maximum	84859
Range	84859
Interquartile range (IQR)	101

Descriptive statistics

Standard deviation	2480.93
Coefficient of variation (CV)	8.8150349
Kurtosis	977.78455
Mean	281.44301
Median Absolute Deviation (MAD)	31
Skewness	29.438031
Sum	392613
Variance	6155013.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	76	5.1%
2	51	3.4%
3	44	2.9%
7	41	2.7%
6	35	2.3%
5	31	2.1%
0	30	2.0%
9	28	1.9%
4	27	1.8%
13	26	1.7%
Other values (363)	1006	67.3%
(Missing)	100	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	2.0%
1	76	5.1%
2	51	3.4%
3	44	2.9%
4	27	1.8%
5	31	2.1%
6	35	2.3%
7	41	2.7%
8	24	1.6%
9	28	1.9%

Value	Count	Frequency (%)
84859	1	0.1%
23565	1	0.1%
17401	1	0.1%
10900	1	0.1%
7147	1	0.1%
7140	1	0.1%
6611	1	0.1%
6290	1	0.1%
5793	1	0.1%
5353	1	0.1%

2022
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	302
Distinct (%)	21.6%
Missing	100
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	163.46882

Minimum	0
Maximum	46640
Zeros	35
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	22
Q3	67.5
95-th percentile	455.5
Maximum	46640
Range	46640
Interquartile range (IQR)	62.5

Descriptive statistics

Standard deviation	1374.1201
Coefficient of variation (CV)	8.4060073
Kurtosis	947.60599
Mean	163.46882
Median Absolute Deviation (MAD)	19
Skewness	28.82329
Sum	228039
Variance	1888206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	84	5.6%
2	70	4.7%
3	59	3.9%
4	52	3.5%
5	51	3.4%
6	43	2.9%
7	38	2.5%
0	35	2.3%
9	33	2.2%
10	29	1.9%
Other values (292)	901	60.3%
(Missing)	100	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	2.3%
1	84	5.6%
2	70	4.7%
3	59	3.9%
4	52	3.5%
5	51	3.4%
6	43	2.9%
7	38	2.5%
8	25	1.7%
9	33	2.2%

Value	Count	Frequency (%)
46640	1	0.1%
11986	1	0.1%
11409	1	0.1%
6546	1	0.1%
4695	1	0.1%
4098	1	0.1%
3612	1	0.1%
3329	1	0.1%
3137	1	0.1%
2709	1	0.1%

2023
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	289
Distinct (%)	20.6%
Missing	95
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	161.73429

Minimum	0
Maximum	54437
Zeros	56
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	15
Q3	51
95-th percentile	502.15
Maximum	54437
Range	54437
Interquartile range (IQR)	47

Descriptive statistics

Standard deviation	1561.1711
Coefficient of variation (CV)	9.6526912
Kurtosis	1051.4329
Mean	161.73429
Median Absolute Deviation (MAD)	13
Skewness	30.822812
Sum	226428
Variance	2437255.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	103	6.9%
2	82	5.5%
3	71	4.7%
4	63	4.2%
0	56	3.7%
6	53	3.5%
5	41	2.7%
8	41	2.7%
7	38	2.5%
11	29	1.9%
Other values (279)	823	55.1%
(Missing)	95	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	56	3.7%
1	103	6.9%
2	82	5.5%
3	71	4.7%
4	63	4.2%
5	41	2.7%
6	53	3.5%
7	38	2.5%
8	41	2.7%
9	26	1.7%

Value	Count	Frequency (%)
54437	1	0.1%
14379	1	0.1%
8409	1	0.1%
5685	1	0.1%
4110	1	0.1%
3962	1	0.1%
3730	1	0.1%
3532	1	0.1%
3199	1	0.1%
2855	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	1.000	1.000	0.938	0.864	0.875	0.875	0.875	0.938	0.927	0.927	1.000	0.998	0.938	1.000	0.907	0.875	0.938
2007	1.000	1.000	1.000	0.982	0.988	0.990	0.990	0.990	0.986	0.998	0.998	1.000	0.907	0.982	0.982	0.996	0.990	0.982
2008	1.000	1.000	1.000	0.982	0.988	0.990	0.990	0.990	0.986	0.998	0.998	1.000	0.907	0.982	0.982	0.996	0.990	0.982
2009	0.938	0.982	0.982	1.000	0.969	0.969	0.969	0.969	0.996	0.978	0.978	0.938	1.000	1.000	0.996	0.969	0.969	1.000
2010	0.864	0.988	0.988	0.969	1.000	0.988	0.988	0.988	0.967	0.986	0.986	0.864	0.841	0.969	0.982	0.993	0.988	0.969
2011	0.875	0.990	0.990	0.969	0.988	1.000	1.000	1.000	0.986	0.998	0.998	0.875	0.841	0.969	0.982	0.996	1.000	0.969
2012	0.875	0.990	0.990	0.969	0.988	1.000	1.000	1.000	0.986	0.998	0.998	0.875	0.841	0.969	0.982	0.996	1.000	0.969
2013	0.875	0.990	0.990	0.969	0.988	1.000	1.000	1.000	0.986	0.998	0.998	0.875	0.841	0.969	0.982	0.996	1.000	0.969
2014	0.938	0.986	0.986	0.996	0.967	0.986	0.986	0.986	1.000	0.994	0.994	0.938	0.907	0.996	0.990	0.976	0.986	0.996
2015	0.927	0.998	0.998	0.978	0.986	0.998	0.998	0.998	0.994	1.000	1.000	0.927	0.886	0.978	0.982	0.993	0.998	0.978
2016	0.927	0.998	0.998	0.978	0.986	0.998	0.998	0.998	0.994	1.000	1.000	0.927	0.886	0.978	0.982	0.993	0.998	0.978
2017	1.000	1.000	1.000	0.938	0.864	0.875	0.875	0.875	0.938	0.927	0.927	1.000	0.998	0.938	1.000	0.907	0.875	0.938
2018	0.998	0.907	0.907	1.000	0.841	0.841	0.841	0.841	0.907	0.886	0.886	0.998	1.000	1.000	1.000	0.841	0.841	1.000
2019	0.938	0.982	0.982	1.000	0.969	0.969	0.969	0.969	0.996	0.978	0.978	0.938	1.000	1.000	0.996	0.969	0.969	1.000
2020	1.000	0.982	0.982	0.996	0.982	0.982	0.982	0.982	0.990	0.982	0.982	1.000	1.000	0.996	1.000	0.982	0.982	0.996
2021	0.907	0.996	0.996	0.969	0.993	0.996	0.996	0.996	0.976	0.993	0.993	0.907	0.841	0.969	0.982	1.000	0.996	0.969
2022	0.875	0.990	0.990	0.969	0.988	1.000	1.000	1.000	0.986	0.998	0.998	0.875	0.841	0.969	0.982	0.996	1.000	0.969
2023	0.938	0.982	0.982	1.000	0.969	0.969	0.969	0.969	0.996	0.978	0.978	0.938	1.000	1.000	0.996	0.969	0.969	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	0.969	0.955	0.949	0.929	0.907	0.888	0.895	0.892	0.912	0.912	0.936	0.933	0.912	0.920	0.905	0.874	0.870
2007	0.969	1.000	0.980	0.965	0.951	0.930	0.917	0.918	0.915	0.927	0.927	0.944	0.939	0.925	0.930	0.929	0.909	0.902
2008	0.955	0.980	1.000	0.974	0.960	0.941	0.928	0.927	0.924	0.934	0.932	0.946	0.942	0.932	0.938	0.937	0.920	0.914
2009	0.949	0.965	0.974	1.000	0.974	0.958	0.944	0.943	0.939	0.946	0.942	0.957	0.952	0.942	0.947	0.944	0.931	0.930
2010	0.929	0.951	0.960	0.974	1.000	0.967	0.956	0.954	0.944	0.946	0.940	0.953	0.945	0.943	0.945	0.946	0.938	0.933
2011	0.907	0.930	0.941	0.958	0.967	1.000	0.978	0.974	0.968	0.963	0.953	0.936	0.920	0.943	0.948	0.946	0.935	0.924
2012	0.888	0.917	0.928	0.944	0.956	0.978	1.000	0.976	0.964	0.952	0.943	0.923	0.907	0.937	0.942	0.946	0.938	0.927
2013	0.895	0.918	0.927	0.943	0.954	0.974	0.976	1.000	0.970	0.963	0.953	0.932	0.916	0.945	0.948	0.948	0.938	0.929
2014	0.892	0.915	0.924	0.939	0.944	0.968	0.964	0.970	1.000	0.968	0.959	0.929	0.913	0.943	0.946	0.946	0.935	0.922
2015	0.912	0.927	0.934	0.946	0.946	0.963	0.952	0.963	0.968	1.000	0.977	0.946	0.929	0.954	0.955	0.950	0.931	0.920
2016	0.912	0.927	0.932	0.942	0.940	0.953	0.943	0.953	0.959	0.977	1.000	0.954	0.935	0.959	0.958	0.953	0.934	0.922
2017	0.936	0.944	0.946	0.957	0.953	0.936	0.923	0.932	0.929	0.946	0.954	1.000	0.978	0.957	0.955	0.950	0.932	0.932
2018	0.933	0.939	0.942	0.952	0.945	0.920	0.907	0.916	0.913	0.929	0.935	0.978	1.000	0.963	0.957	0.952	0.934	0.936
2019	0.912	0.925	0.932	0.942	0.943	0.943	0.937	0.945	0.943	0.954	0.959	0.957	0.963	1.000	0.979	0.969	0.951	0.947
2020	0.920	0.930	0.938	0.947	0.945	0.948	0.942	0.948	0.946	0.955	0.958	0.955	0.957	0.979	1.000	0.978	0.952	0.946
2021	0.905	0.929	0.937	0.944	0.946	0.946	0.946	0.948	0.946	0.950	0.953	0.950	0.952	0.969	0.978	1.000	0.970	0.960
2022	0.874	0.909	0.920	0.931	0.938	0.935	0.938	0.938	0.935	0.931	0.934	0.932	0.934	0.951	0.952	0.970	1.000	0.970
2023	0.870	0.902	0.914	0.930	0.933	0.924	0.927	0.929	0.922	0.920	0.922	0.932	0.936	0.947	0.946	0.960	0.970	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 및 주택유형	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
0	전국 /단독주택	18717	14156	13321	13176	13975	15235	12922	13593	16370	21611	19322	22876	20247	14452	18245	17401	11986	8409
1	전국 /다가구주택	5662	5331	4928	4355	4171	8166	6986	7830	10656	13501	11925	4596	3480	6244	7917	7140	4695	2855
2	전국 /다세대주택	10811	9958	9708	6810	6639	7632	6952	7427	9171	13634	12553	11744	9534	8196	10355	10900	6546	4110
3	전국 /연립주택	3739	2882	2606	2061	1831	2263	1956	2115	2493	3088	3027	3349	2719	2342	3324	3090	1938	1458
4	전국 /아파트	83554	65520	62569	68305	64554	71921	56726	67364	84744	93129	85703	97813	100424	92125	118377	84859	46640	54437
5	서울 /단독주택	3737	2466	2187	1736	1452	1874	1264	1401	1890	2954	2921	3033	3277	2004	2599	1967	1150	586
6	서울 /다가구주택	2136	1524	1349	928	667	917	755	906	1211	2368	2113	961	878	1008	1308	1143	675	348
7	서울 /다세대주택	4213	3315	3066	2142	1597	1924	1824	1967	2418	5021	4195	3753	3182	2447	3299	3146	1717	1152
8	서울 /연립주택	1404	894	731	503	352	406	296	343	500	735	717	670	612	481	643	483	273	210
9	서울 /아파트	14330	7077	6659	8335	5399	6357	4484	6627	9720	12168	12228	12772	11979	9460	11523	6611	2521	5685

	지역 및 주택유형	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
1485	제주 제주시/단독주택	88	142	145	166	164	228	220	274	333	430	406	362	354	288	283	319	243	185
1486	제주 제주시/다가구주택	10	19	12	12	26	38	50	60	80	80	86	16	21	42	46	55	37	21
1487	제주 제주시/다세대주택	27	54	53	55	75	105	98	152	127	143	197	193	137	120	112	126	119	78
1488	제주 제주시/연립주택	20	57	49	53	64	93	90	104	94	108	156	173	171	123	143	140	160	99
1489	제주 제주시/아파트	157	224	172	183	363	363	356	357	392	335	297	350	300	230	256	343	240	170
1490	제주 서귀포시/단독주택	31	57	50	62	67	78	79	107	136	178	173	166	155	105	124	131	112	87
1491	제주 서귀포시/다가구주택	2	4	2	4	3	6	10	17	29	55	51	14	12	24	16	28	20	16
1492	제주 서귀포시/다세대주택	6	12	12	15	16	13	14	16	26	32	43	41	48	27	30	29	27	26
1493	제주 서귀포시/연립주택	11	19	20	25	33	36	39	25	57	98	97	105	85	67	72	116	107	66
1494	제주 서귀포시/아파트	13	40	64	38	37	66	57	102	102	273	270	160	112	84	108	146	82	67

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Other Punctuation

Close Punctuation

Open 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