gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	10000
Missing cells	46734
Missing cells (%)	23.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.8 MiB
Average record size in memory	185.0 B

Variable types

Numeric	17
Categorical	2
Text	1

Dataset

Description	기준_년분기_코드,상권_구분_코드,상권_구분_코드_명,상권_코드,상권_코드_명,아파트_단지_수,아파트_면적_66_제곱미터_미만_세대_수,아파트_면적_66_제곱미터_세대_수,아파트_면적_99_제곱미터_세대_수,아파트_면적_132_제곱미터_세대_수,아파트_면적_165_제곱미터_세대_수,아파트_가격_1_억_미만_세대_수,아파트_가격_1_억_세대_수,아파트_가격_2_억_세대_수,아파트_가격_3_억_세대_수,아파트_가격_4_억_세대_수,아파트_가격_5_억_세대_수,아파트_가격_6_억_이상_세대_수,아파트_평균_면적,아파트_평균_시가
Author	서울신용보증재단
URL	https://data.seoul.go.kr/dataList/OA-15566/S/1/datasetView.do

Alerts

`상권_구분_코드_명` is highly overall correlated with `상권_코드` and 1 other fields	High correlation
`상권_구분_코드` is highly overall correlated with `상권_코드` and 1 other fields	High correlation
`상권_코드` is highly overall correlated with `상권_구분_코드` and 1 other fields	High correlation
`아파트_단지_수` is highly overall correlated with `아파트_면적_66_제곱미터_미만_세대_수` and 4 other fields	High correlation
`아파트_면적_66_제곱미터_미만_세대_수` is highly overall correlated with `아파트_단지_수` and 4 other fields	High correlation
`아파트_면적_66_제곱미터_세대_수` is highly overall correlated with `아파트_단지_수` and 4 other fields	High correlation
`아파트_면적_99_제곱미터_세대_수` is highly overall correlated with `아파트_면적_132_제곱미터_세대_수` and 2 other fields	High correlation
`아파트_면적_132_제곱미터_세대_수` is highly overall correlated with `아파트_면적_99_제곱미터_세대_수` and 4 other fields	High correlation
`아파트_면적_165_제곱미터_세대_수` is highly overall correlated with `아파트_면적_132_제곱미터_세대_수` and 3 other fields	High correlation
`아파트_가격_1_억_미만_세대_수` is highly overall correlated with `아파트_단지_수` and 3 other fields	High correlation
`아파트_가격_1_억_세대_수` is highly overall correlated with `아파트_단지_수` and 4 other fields	High correlation
`아파트_가격_2_억_세대_수` is highly overall correlated with `아파트_단지_수` and 4 other fields	High correlation
`아파트_가격_3_억_세대_수` is highly overall correlated with `아파트_면적_66_제곱미터_세대_수` and 3 other fields	High correlation
`아파트_가격_4_억_세대_수` is highly overall correlated with `아파트_면적_99_제곱미터_세대_수` and 2 other fields	High correlation
`아파트_가격_5_억_세대_수` is highly overall correlated with `아파트_가격_4_억_세대_수`	High correlation
`아파트_가격_6_억_이상_세대_수` is highly overall correlated with `아파트_면적_132_제곱미터_세대_수` and 2 other fields	High correlation
`아파트_평균_면적` is highly overall correlated with `아파트_면적_132_제곱미터_세대_수` and 2 other fields	High correlation
`아파트_평균_시가` is highly overall correlated with `아파트_면적_132_제곱미터_세대_수` and 4 other fields	High correlation
`아파트_면적_66_제곱미터_미만_세대_수` has 248 (2.5%) missing values	Missing
`아파트_면적_66_제곱미터_세대_수` has 813 (8.1%) missing values	Missing
`아파트_면적_99_제곱미터_세대_수` has 3628 (36.3%) missing values	Missing
`아파트_면적_132_제곱미터_세대_수` has 6531 (65.3%) missing values	Missing
`아파트_면적_165_제곱미터_세대_수` has 7889 (78.9%) missing values	Missing
`아파트_가격_1_억_미만_세대_수` has 1943 (19.4%) missing values	Missing
`아파트_가격_1_억_세대_수` has 681 (6.8%) missing values	Missing
`아파트_가격_2_억_세대_수` has 1049 (10.5%) missing values	Missing
`아파트_가격_3_억_세대_수` has 3628 (36.3%) missing values	Missing
`아파트_가격_4_억_세대_수` has 5828 (58.3%) missing values	Missing
`아파트_가격_5_억_세대_수` has 7082 (70.8%) missing values	Missing
`아파트_가격_6_억_이상_세대_수` has 7414 (74.1%) missing values	Missing

Reproduction

Analysis started	2024-03-13 08:38:17.474092
Analysis finished	2024-03-13 08:38:48.044800
Duration	30.57 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준_년분기_코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20214.962

Minimum	20194
Maximum	20233
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20194
5-th percentile	20194
Q1	20203
median	20214
Q3	20223.25
95-th percentile	20233
Maximum	20233
Range	39
Interquartile range (IQR)	20.25

Descriptive statistics

Standard deviation	11.72629
Coefficient of variation (CV)	0.00058007975
Kurtosis	-1.1329628
Mean	20214.962
Median Absolute Deviation (MAD)	10
Skewness	-0.016033158
Sum	2.0214962 × 10⁸
Variance	137.50588
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
20203	669	6.7%
20214	660	6.6%
20233	660	6.6%
20201	641	6.4%
20224	632	6.3%
20221	630	6.3%
20212	621	6.2%
20213	620	6.2%
20223	619	6.2%
20202	619	6.2%
Other values (6)	3629	36.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20194	614	6.1%
20201	641	6.4%
20202	619	6.2%
20203	669	6.7%
20204	606	6.1%
20211	605	6.0%
20212	621	6.2%
20213	620	6.2%
20214	660	6.6%
20221	630	6.3%

Value	Count	Frequency (%)
20233	660	6.6%
20232	608	6.1%
20231	600	6.0%
20224	632	6.3%
20223	619	6.2%
20222	596	6.0%
20221	630	6.3%
20214	660	6.6%
20213	620	6.2%
20212	621	6.2%

상권_구분_코드
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

A	7060
D	1485
R	1424
U	31

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	R
4th row	A
5th row	D

Common Values

Value	Count	Frequency (%)
A	7060	70.6%
D	1485	14.8%
R	1424	14.2%
U	31	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
a	7060	70.6%
d	1485	14.8%
r	1424	14.2%
u	31	0.3%

상권_구분_코드_명
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

골목상권	7060
발달상권	1485
전통시장	1424
관광특구	31

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	골목상권
2nd row	골목상권
3rd row	전통시장
4th row	골목상권
5th row	발달상권

Common Values

Value	Count	Frequency (%)
골목상권	7060	70.6%
발달상권	1485	14.8%
전통시장	1424	14.2%
관광특구	31	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
골목상권	7060	70.6%
발달상권	1485	14.8%
전통시장	1424	14.2%
관광특구	31	0.3%

상권_코드
Real number (ℝ)

HIGH CORRELATION

Distinct	1493
Distinct (%)	14.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3114431.4

Minimum	3001491
Maximum	3130326
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3001491
5-th percentile	3110077
Q1	3110392
median	3110771
Q3	3120076
95-th percentile	3130219
Maximum	3130326
Range	128835
Interquartile range (IQR)	9684

Descriptive statistics

Standard deviation	9507.2094
Coefficient of variation (CV)	0.0030526308
Kurtosis	59.887423
Mean	3114431.4
Median Absolute Deviation (MAD)	442
Skewness	-4.5676915
Sum	3.1144314 × 10¹⁰
Variance	90387031
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3130273	14	0.1%
3110919	14	0.1%
3120012	13	0.1%
3110659	13	0.1%
3110529	13	0.1%
3111056	12	0.1%
3110455	12	0.1%
3110660	12	0.1%
3110953	12	0.1%
3110696	12	0.1%
Other values (1483)	9873	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3001491	8	0.1%
3001493	9	0.1%
3001494	7	0.1%
3001495	7	0.1%
3110001	8	0.1%
3110002	5	0.1%
3110003	6	0.1%
3110004	8	0.1%
3110005	8	0.1%
3110006	5	0.1%

Value	Count	Frequency (%)
3130326	7	0.1%
3130325	6	0.1%
3130324	9	0.1%
3130323	9	0.1%
3130322	6	0.1%
3130321	6	0.1%
3130320	11	0.1%
3130319	8	0.1%
3130318	3	< 0.1%
3130317	8	0.1%

상권_코드_명
Text

Distinct	1493
Distinct (%)	14.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	29
Median length	26
Mean length	7.4815
Min length	2

Characters and Unicode

Total characters	74815
Distinct characters	431
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	선정릉역 4번
2nd row	상봉역 3번
3rd row	마천중앙시장
4th row	삼선동주민센터
5th row	구파발역

Value	Count	Frequency (%)
1번	518	4.0%
2번	393	3.0%
3번	340	2.6%
4번	325	2.5%
5번	177	1.4%
6번	136	1.0%
8번	98	0.8%
7번	96	0.7%
골목형상점가	83	0.6%
내방역	50	0.4%
Other values (1347)	10840	83.0%

Most occurring characters

Value	Count	Frequency (%)
역	3496	4.7%
	3056	4.1%
번	2370	3.2%
동	2165	2.9%
교	2006	2.7%
학	1917	2.6%
장	1841	2.5%
시	1684	2.3%
)	1344	1.8%
(	1344	1.8%
Other values (421)	53592	71.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	65264	87.2%
Decimal Number	3341	4.5%
Space Separator	3056	4.1%
Close Punctuation	1344	1.8%
Open Punctuation	1344	1.8%
Uppercase Letter	285	0.4%
Other Punctuation	164	0.2%
Lowercase Letter	12	< 0.1%
Connector Punctuation	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
역	3496	5.4%
번	2370	3.6%
동	2165	3.3%
교	2006	3.1%
학	1917	2.9%
장	1841	2.8%
시	1684	2.6%
등	1322	2.0%
대	1240	1.9%
원	1141	1.7%
Other values (386)	46082	70.6%

Uppercase Letter

Value	Count	Frequency (%)
K	65	22.8%
T	34	11.9%
B	32	11.2%
G	31	10.9%
C	25	8.8%
I	24	8.4%
S	23	8.1%
A	11	3.9%
D	9	3.2%
H	8	2.8%
Other values (4)	23	8.1%

Decimal Number

Value	Count	Frequency (%)
1	961	28.8%
2	636	19.0%
3	514	15.4%
4	469	14.0%
5	260	7.8%
6	166	5.0%
8	125	3.7%
7	117	3.5%
9	67	2.0%
0	26	0.8%

Other Punctuation

Value	Count	Frequency (%)
,	117	71.3%
.	16	9.8%
&	14	8.5%
!	10	6.1%
?	7	4.3%

Lowercase Letter

Value	Count	Frequency (%)
h	7	58.3%
a	5	41.7%

Space Separator

Value	Count	Frequency (%)
	3056	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1344	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1344	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	65264	87.2%
Common	9254	12.4%
Latin	297	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
역	3496	5.4%
번	2370	3.6%
동	2165	3.3%
교	2006	3.1%
학	1917	2.9%
장	1841	2.8%
시	1684	2.6%
등	1322	2.0%
대	1240	1.9%
원	1141	1.7%
Other values (386)	46082	70.6%

Common

Value	Count	Frequency (%)
	3056	33.0%
)	1344	14.5%
(	1344	14.5%
1	961	10.4%
2	636	6.9%
3	514	5.6%
4	469	5.1%
5	260	2.8%
6	166	1.8%
8	125	1.4%
Other values (9)	379	4.1%

Latin

Value	Count	Frequency (%)
K	65	21.9%
T	34	11.4%
B	32	10.8%
G	31	10.4%
C	25	8.4%
I	24	8.1%
S	23	7.7%
A	11	3.7%
D	9	3.0%
H	8	2.7%
Other values (6)	35	11.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	65264	87.2%
ASCII	9551	12.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
역	3496	5.4%
번	2370	3.6%
동	2165	3.3%
교	2006	3.1%
학	1917	2.9%
장	1841	2.8%
시	1684	2.6%
등	1322	2.0%
대	1240	1.9%
원	1141	1.7%
Other values (386)	46082	70.6%

ASCII

Value	Count	Frequency (%)
	3056	32.0%
)	1344	14.1%
(	1344	14.1%
1	961	10.1%
2	636	6.7%
3	514	5.4%
4	469	4.9%
5	260	2.7%
6	166	1.7%
8	125	1.3%
Other values (25)	676	7.1%

아파트_단지_수
Real number (ℝ)

HIGH CORRELATION

Distinct	260
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.3383

Minimum	1
Maximum	725
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	8
median	27
Q3	62
95-th percentile	154
Maximum	725
Range	724
Interquartile range (IQR)	54

Descriptive statistics

Standard deviation	60.887517
Coefficient of variation (CV)	1.3139782
Kurtosis	25.10869
Mean	46.3383
Median Absolute Deviation (MAD)	22
Skewness	3.7199955
Sum	463383
Variance	3707.2898
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	615	6.2%
2	395	4.0%
3	363	3.6%
5	276	2.8%
4	258	2.6%
7	255	2.5%
6	234	2.3%
8	205	2.1%
9	194	1.9%
16	180	1.8%
Other values (250)	7025	70.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	615	6.2%
2	395	4.0%
3	363	3.6%
4	258	2.6%
5	276	2.8%
6	234	2.3%
7	255	2.5%
8	205	2.1%
9	194	1.9%
10	145	1.5%

Value	Count	Frequency (%)
725	3	< 0.1%
724	4	< 0.1%
717	6	0.1%
427	2	< 0.1%
426	2	< 0.1%
425	2	< 0.1%
420	6	0.1%
397	1	< 0.1%
396	2	< 0.1%
389	4	< 0.1%

아파트_면적_66_제곱미터_미만_세대_수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1003
Distinct (%)	10.3%
Missing	248
Missing (%)	2.5%
Infinite	0
Infinite (%)	0.0%
Mean	362.72149

Minimum	1
Maximum	5784
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	11
Q1	68
median	208
Q3	488
95-th percentile	1223
Maximum	5784
Range	5783
Interquartile range (IQR)	420

Descriptive statistics

Standard deviation	467.94591
Coefficient of variation (CV)	1.290097
Kurtosis	27.276238
Mean	362.72149
Median Absolute Deviation (MAD)	168
Skewness	3.7758069
Sum	3537260
Variance	218973.37
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	86	0.9%
20	83	0.8%
24	76	0.8%
30	75	0.8%
12	62	0.6%
37	62	0.6%
11	62	0.6%
10	60	0.6%
25	55	0.5%
2	54	0.5%
Other values (993)	9077	90.8%
(Missing)	248	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	41	0.4%
2	54	0.5%
3	16	0.2%
4	51	0.5%
5	19	0.2%
6	40	0.4%
7	44	0.4%
8	86	0.9%
9	25	0.2%
10	60	0.6%

Value	Count	Frequency (%)
5784	6	0.1%
5660	3	< 0.1%
5658	4	< 0.1%
3555	2	< 0.1%
3494	1	< 0.1%
3406	2	< 0.1%
3392	2	< 0.1%
3047	1	< 0.1%
2982	4	< 0.1%
2881	2	< 0.1%

아파트_면적_66_제곱미터_세대_수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	437
Distinct (%)	4.8%
Missing	813
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	100.26189

Minimum	1
Maximum	1242
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	19
median	58
Q3	128
95-th percentile	364
Maximum	1242
Range	1241
Interquartile range (IQR)	109

Descriptive statistics

Standard deviation	129.7886
Coefficient of variation (CV)	1.2944958
Kurtosis	12.476055
Mean	100.26189
Median Absolute Deviation (MAD)	46
Skewness	2.9380573
Sum	921106
Variance	16845.081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	230	2.3%
2	206	2.1%
12	187	1.9%
11	170	1.7%
3	146	1.5%
5	137	1.4%
6	136	1.4%
4	123	1.2%
13	122	1.2%
8	121	1.2%
Other values (427)	7609	76.1%
(Missing)	813	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	230	2.3%
2	206	2.1%
3	146	1.5%
4	123	1.2%
5	137	1.4%
6	136	1.4%
7	100	1.0%
8	121	1.2%
9	93	0.9%
10	92	0.9%

Value	Count	Frequency (%)
1242	4	< 0.1%
1203	3	< 0.1%
1091	4	< 0.1%
1052	3	< 0.1%
906	1	< 0.1%
886	2	< 0.1%
870	5	0.1%
845	5	0.1%
827	2	< 0.1%
787	4	< 0.1%

아파트_면적_99_제곱미터_세대_수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	132
Distinct (%)	2.1%
Missing	3628
Missing (%)	36.3%
Infinite	0
Infinite (%)	0.0%
Mean	19.370684

Minimum	1
Maximum	518
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	7
Q3	21
95-th percentile	77
Maximum	518
Range	517
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	35.998907
Coefficient of variation (CV)	1.858422
Kurtosis	43.941842
Mean	19.370684
Median Absolute Deviation (MAD)	6
Skewness	5.3278141
Sum	123430
Variance	1295.9213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1171	11.7%
2	733	7.3%
3	482	4.8%
4	285	2.9%
5	227	2.3%
8	179	1.8%
12	170	1.7%
6	165	1.7%
7	162	1.6%
9	153	1.5%
Other values (122)	2645	26.5%
(Missing)	3628	36.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1171	11.7%
2	733	7.3%
3	482	4.8%
4	285	2.9%
5	227	2.3%
6	165	1.7%
7	162	1.6%
8	179	1.8%
9	153	1.5%
10	132	1.3%

Value	Count	Frequency (%)
518	4	< 0.1%
348	3	< 0.1%
342	4	< 0.1%
315	4	< 0.1%
301	6	0.1%
277	2	< 0.1%
273	6	0.1%
256	3	< 0.1%
239	3	< 0.1%
238	3	< 0.1%

아파트_면적_132_제곱미터_세대_수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	108
Distinct (%)	3.1%
Missing	6531
Missing (%)	65.3%
Infinite	0
Infinite (%)	0.0%
Mean	19.966561

Minimum	1
Maximum	837
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	4
Q3	18
95-th percentile	76
Maximum	837
Range	836
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	55.876342
Coefficient of variation (CV)	2.798496
Kurtosis	112.77341
Mean	19.966561
Median Absolute Deviation (MAD)	3
Skewness	9.1847195
Sum	69264
Variance	3122.1655
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1048	10.5%
2	348	3.5%
3	237	2.4%
4	137	1.4%
5	99	1.0%
8	97	1.0%
6	96	1.0%
7	92	0.9%
10	85	0.9%
12	79	0.8%
Other values (98)	1151	11.5%
(Missing)	6531	65.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1048	10.5%
2	348	3.5%
3	237	2.4%
4	137	1.4%
5	99	1.0%
6	96	1.0%
7	92	0.9%
8	97	1.0%
9	33	0.3%
10	85	0.9%

Value	Count	Frequency (%)
837	7	0.1%
644	3	< 0.1%
497	4	< 0.1%
334	4	< 0.1%
277	3	< 0.1%
270	6	0.1%
259	3	< 0.1%
225	4	< 0.1%
205	5	0.1%
202	5	0.1%

아파트_면적_165_제곱미터_세대_수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	105
Distinct (%)	5.0%
Missing	7889
Missing (%)	78.9%
Infinite	0
Infinite (%)	0.0%
Mean	25.635244

Minimum	1
Maximum	720
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	7
Q3	26
95-th percentile	107
Maximum	720
Range	719
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	53.618112
Coefficient of variation (CV)	2.091578
Kurtosis	49.619033
Mean	25.635244
Median Absolute Deviation (MAD)	6
Skewness	5.6292919
Sum	54116
Variance	2874.902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	533	5.3%
2	182	1.8%
3	152	1.5%
4	91	0.9%
12	83	0.8%
8	65	0.7%
7	63	0.6%
9	43	0.4%
10	42	0.4%
6	41	0.4%
Other values (95)	816	8.2%
(Missing)	7889	78.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	533	5.3%
2	182	1.8%
3	152	1.5%
4	91	0.9%
5	33	0.3%
6	41	0.4%
7	63	0.6%
8	65	0.7%
9	43	0.4%
10	42	0.4%

Value	Count	Frequency (%)
720	3	< 0.1%
349	3	< 0.1%
333	7	0.1%
323	5	0.1%
319	5	0.1%
287	3	< 0.1%
242	2	< 0.1%
223	5	0.1%
201	5	0.1%
192	3	< 0.1%

아파트_가격_1_억_미만_세대_수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	401
Distinct (%)	5.0%
Missing	1943
Missing (%)	19.4%
Infinite	0
Infinite (%)	0.0%
Mean	90.932357

Minimum	1
Maximum	1766
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	12
median	39
Q3	107
95-th percentile	344
Maximum	1766
Range	1765
Interquartile range (IQR)	95

Descriptive statistics

Standard deviation	157.0728
Coefficient of variation (CV)	1.7273588
Kurtosis	39.2841
Mean	90.932357
Median Absolute Deviation (MAD)	33
Skewness	5.1620746
Sum	732642
Variance	24671.865
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	338	3.4%
2	316	3.2%
4	237	2.4%
3	182	1.8%
5	145	1.5%
12	138	1.4%
7	133	1.3%
18	133	1.3%
9	129	1.3%
6	127	1.3%
Other values (391)	6179	61.8%
(Missing)	1943	19.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	338	3.4%
2	316	3.2%
3	182	1.8%
4	237	2.4%
5	145	1.5%
6	127	1.3%
7	133	1.3%
8	108	1.1%
9	129	1.3%
10	114	1.1%

Value	Count	Frequency (%)
1766	6	0.1%
1732	3	< 0.1%
1682	6	0.1%
1567	7	0.1%
1500	2	< 0.1%
1373	4	< 0.1%
1350	4	< 0.1%
1316	3	< 0.1%
1228	1	< 0.1%
1218	2	< 0.1%

아파트_가격_1_억_세대_수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	789
Distinct (%)	8.5%
Missing	681
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	247.56594

Minimum	1
Maximum	4572
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	41
median	129
Q3	326
95-th percentile	859
Maximum	4572
Range	4571
Interquartile range (IQR)	285

Descriptive statistics

Standard deviation	351.59715
Coefficient of variation (CV)	1.4202161
Kurtosis	37.869902
Mean	247.56594
Median Absolute Deviation (MAD)	104
Skewness	4.4906667
Sum	2307067
Variance	123620.55
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	125	1.2%
12	109	1.1%
8	102	1.0%
17	89	0.9%
2	87	0.9%
1	81	0.8%
28	75	0.8%
10	75	0.8%
22	74	0.7%
6	74	0.7%
Other values (779)	8428	84.3%
(Missing)	681	6.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	81	0.8%
2	87	0.9%
3	58	0.6%
4	59	0.6%
5	71	0.7%
6	74	0.7%
7	54	0.5%
8	102	1.0%
9	45	0.4%
10	75	0.8%

Value	Count	Frequency (%)
4572	3	< 0.1%
4568	4	< 0.1%
4566	6	0.1%
3232	2	< 0.1%
3153	2	< 0.1%
3150	2	< 0.1%
3092	1	< 0.1%
2875	1	< 0.1%
2179	3	< 0.1%
2073	2	< 0.1%

아파트_가격_2_억_세대_수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	470
Distinct (%)	5.3%
Missing	1049
Missing (%)	10.5%
Infinite	0
Infinite (%)	0.0%
Mean	106.62049

Minimum	1
Maximum	1227
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	16
median	52
Q3	133
95-th percentile	408
Maximum	1227
Range	1226
Interquartile range (IQR)	117

Descriptive statistics

Standard deviation	150.90915
Coefficient of variation (CV)	1.415386
Kurtosis	11.711137
Mean	106.62049
Median Absolute Deviation (MAD)	43
Skewness	3.0005677
Sum	954360
Variance	22773.572
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	341	3.4%
2	185	1.8%
6	178	1.8%
11	175	1.8%
10	171	1.7%
3	168	1.7%
4	150	1.5%
5	141	1.4%
7	133	1.3%
12	126	1.3%
Other values (460)	7183	71.8%
(Missing)	1049	10.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	341	3.4%
2	185	1.8%
3	168	1.7%
4	150	1.5%
5	141	1.4%
6	178	1.8%
7	133	1.3%
8	96	1.0%
9	90	0.9%
10	171	1.7%

Value	Count	Frequency (%)
1227	1	< 0.1%
1223	4	< 0.1%
1173	4	< 0.1%
1116	2	< 0.1%
1114	4	< 0.1%
1060	2	< 0.1%
1028	6	0.1%
1011	1	< 0.1%
1009	1	< 0.1%
1006	1	< 0.1%

아파트_가격_3_억_세대_수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	266
Distinct (%)	4.2%
Missing	3628
Missing (%)	36.3%
Infinite	0
Infinite (%)	0.0%
Mean	49.875078

Minimum	1
Maximum	824
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	5
median	19
Q3	61
95-th percentile	213
Maximum	824
Range	823
Interquartile range (IQR)	56

Descriptive statistics

Standard deviation	77.788789
Coefficient of variation (CV)	1.5596725
Kurtosis	12.614876
Mean	49.875078
Median Absolute Deviation (MAD)	17
Skewness	3.1012107
Sum	317804
Variance	6051.0957
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	722	7.2%
2	354	3.5%
3	249	2.5%
4	193	1.9%
5	192	1.9%
8	171	1.7%
12	165	1.7%
6	163	1.6%
11	127	1.3%
13	117	1.2%
Other values (256)	3919	39.2%
(Missing)	3628	36.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	722	7.2%
2	354	3.5%
3	249	2.5%
4	193	1.9%
5	192	1.9%
6	163	1.6%
7	75	0.8%
8	171	1.7%
9	99	1.0%
10	111	1.1%

Value	Count	Frequency (%)
824	1	< 0.1%
582	2	< 0.1%
563	5	0.1%
560	5	0.1%
533	1	< 0.1%
528	3	< 0.1%
527	1	< 0.1%
519	4	< 0.1%
502	3	< 0.1%
500	3	< 0.1%

아파트_가격_4_억_세대_수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	162
Distinct (%)	3.9%
Missing	5828
Missing (%)	58.3%
Infinite	0
Infinite (%)	0.0%
Mean	33.112895

Minimum	1
Maximum	634
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	14
Q3	43
95-th percentile	127
Maximum	634
Range	633
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	50.883562
Coefficient of variation (CV)	1.5366691
Kurtosis	23.442194
Mean	33.112895
Median Absolute Deviation (MAD)	12
Skewness	3.861601
Sum	138147
Variance	2589.1369
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	516	5.2%
2	246	2.5%
3	190	1.9%
8	164	1.6%
4	142	1.4%
5	121	1.2%
12	121	1.2%
9	116	1.2%
11	115	1.1%
7	110	1.1%
Other values (152)	2331	23.3%
(Missing)	5828	58.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	516	5.2%
2	246	2.5%
3	190	1.9%
4	142	1.4%
5	121	1.2%
6	102	1.0%
7	110	1.1%
8	164	1.6%
9	116	1.2%
10	73	0.7%

Value	Count	Frequency (%)
634	1	< 0.1%
485	5	0.1%
484	4	< 0.1%
353	5	0.1%
319	5	0.1%
302	2	< 0.1%
286	7	0.1%
274	6	0.1%
241	4	< 0.1%
229	1	< 0.1%

아파트_가격_5_억_세대_수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	111
Distinct (%)	3.8%
Missing	7082
Missing (%)	70.8%
Infinite	0
Infinite (%)	0.0%
Mean	23.700822

Minimum	1
Maximum	408
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	11.5
Q3	28
95-th percentile	91
Maximum	408
Range	407
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	36.965892
Coefficient of variation (CV)	1.5596881
Kurtosis	28.909362
Mean	23.700822
Median Absolute Deviation (MAD)	9.5
Skewness	4.3125918
Sum	69159
Variance	1366.4771
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	401	4.0%
2	196	2.0%
3	161	1.6%
5	136	1.4%
12	111	1.1%
4	107	1.1%
6	97	1.0%
7	90	0.9%
8	78	0.8%
11	76	0.8%
Other values (101)	1465	14.6%
(Missing)	7082	70.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	401	4.0%
2	196	2.0%
3	161	1.6%
4	107	1.1%
5	136	1.4%
6	97	1.0%
7	90	0.9%
8	78	0.8%
9	66	0.7%
10	51	0.5%

Value	Count	Frequency (%)
408	4	< 0.1%
364	2	< 0.1%
285	2	< 0.1%
264	5	0.1%
246	4	< 0.1%
232	3	< 0.1%
210	1	< 0.1%
183	2	< 0.1%
177	3	< 0.1%
148	9	0.1%

아파트_가격_6_억_이상_세대_수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	206
Distinct (%)	8.0%
Missing	7414
Missing (%)	74.1%
Infinite	0
Infinite (%)	0.0%
Mean	71.924594

Minimum	1
Maximum	1234
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	6
median	24
Q3	76
95-th percentile	298.75
Maximum	1234
Range	1233
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	136.60833
Coefficient of variation (CV)	1.8993271
Kurtosis	29.216654
Mean	71.924594
Median Absolute Deviation (MAD)	22
Skewness	4.6529953
Sum	185997
Variance	18661.837
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	236	2.4%
2	143	1.4%
12	110	1.1%
3	93	0.9%
4	93	0.9%
11	58	0.6%
9	56	0.6%
6	52	0.5%
8	48	0.5%
5	48	0.5%
Other values (196)	1649	16.5%
(Missing)	7414	74.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	236	2.4%
2	143	1.4%
3	93	0.9%
4	93	0.9%
5	48	0.5%
6	52	0.5%
7	40	0.4%
8	48	0.5%
9	56	0.6%
10	18	0.2%

Value	Count	Frequency (%)
1234	3	< 0.1%
1212	7	0.1%
1156	3	< 0.1%
1014	4	< 0.1%
851	4	< 0.1%
703	3	< 0.1%
644	2	< 0.1%
617	5	0.1%
589	3	< 0.1%
557	5	0.1%

아파트_평균_면적
Real number (ℝ)

HIGH CORRELATION

Distinct	147
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.1791

Minimum	13
Maximum	234
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	13
5-th percentile	36.95
Q1	48
median	52
Q3	59
95-th percentile	88
Maximum	234
Range	221
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	20.766062
Coefficient of variation (CV)	0.36964035
Kurtosis	18.341009
Mean	56.1791
Median Absolute Deviation (MAD)	5
Skewness	3.4954166
Sum	561791
Variance	431.22935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	621	6.2%
51	544	5.4%
49	530	5.3%
52	505	5.1%
53	488	4.9%
48	456	4.6%
54	456	4.6%
55	426	4.3%
47	364	3.6%
56	358	3.6%
Other values (137)	5252	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	7	0.1%
14	11	0.1%
15	19	0.2%
16	8	0.1%
17	4	< 0.1%
18	15	0.1%
19	14	0.1%
20	13	0.1%
21	6	0.1%
22	12	0.1%

Value	Count	Frequency (%)
234	2	< 0.1%
219	15	0.1%
210	3	< 0.1%
209	5	0.1%
206	4	< 0.1%
195	5	0.1%
187	7	0.1%
183	3	< 0.1%
182	3	< 0.1%
176	4	< 0.1%

아파트_평균_시가
Real number (ℝ)

HIGH CORRELATION

Distinct	3167
Distinct (%)	31.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3441449 × 10⁸

Minimum	22819512
Maximum	2.5701647 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	22819512
5-th percentile	1.0977222 × 10⁸
Q1	1.4173814 × 10⁸
median	1.7526741 × 10⁸
Q3	2.3982516 × 10⁸
95-th percentile	5.431317 × 10⁸
Maximum	2.5701647 × 10⁹
Range	2.5473452 × 10⁹
Interquartile range (IQR)	98087022

Descriptive statistics

Standard deviation	2.0548753 × 10⁸
Coefficient of variation (CV)	0.8765991
Kurtosis	35.407071
Mean	2.3441449 × 10⁸
Median Absolute Deviation (MAD)	40527198
Skewness	5.028366
Sum	2.3441449 × 10¹²
Variance	4.2225125 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
132500000	8	0.1%
176000000	8	0.1%
247669402	8	0.1%
124512220	8	0.1%
295428571	8	0.1%
139204545	8	0.1%
512306645	8	0.1%
62375000	7	0.1%
142373977	7	0.1%
309843975	7	0.1%
Other values (3157)	9923	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22819512	3	< 0.1%
52500000	4	< 0.1%
62375000	7	0.1%
67500000	4	< 0.1%
68454545	4	< 0.1%
69579220	3	< 0.1%
71085714	4	< 0.1%
71466667	3	< 0.1%
71711538	3	< 0.1%
72877527	1	< 0.1%

Value	Count	Frequency (%)
2570164683	4	< 0.1%
2356767764	3	< 0.1%
2319833333	2	< 0.1%
2268491240	5	0.1%
2246509886	4	< 0.1%
2091562810	2	< 0.1%
1960000000	4	< 0.1%
1868677755	4	< 0.1%
1765885979	5	0.1%
1669967665	5	0.1%

Heatmap
Table

	기준_년분기_코드	상권_구분_코드	상권_구분_코드_명	상권_코드	아파트_단지_수	아파트_면적_66_제곱미터_미만_세대_수	아파트_면적_66_제곱미터_세대_수	아파트_면적_99_제곱미터_세대_수	아파트_면적_132_제곱미터_세대_수	아파트_면적_165_제곱미터_세대_수	아파트_가격_1_억_미만_세대_수	아파트_가격_1_억_세대_수	아파트_가격_2_억_세대_수	아파트_가격_3_억_세대_수	아파트_가격_4_억_세대_수	아파트_가격_5_억_세대_수	아파트_가격_6_억_이상_세대_수	아파트_평균_면적	아파트_평균_시가
기준_년분기_코드	1.000	0.000	0.000	0.000	0.000	0.038	0.131	0.147	0.176	0.000	0.111	0.039	0.000	0.097	0.160	0.188	0.150	0.000	0.070
상권_구분_코드	0.000	1.000	1.000	1.000	0.209	0.264	0.185	0.317	0.387	0.116	0.160	0.257	0.204	0.109	0.266	0.153	0.203	0.261	0.235
상권_구분_코드_명	0.000	1.000	1.000	1.000	0.209	0.264	0.185	0.317	0.387	0.116	0.160	0.257	0.204	0.109	0.266	0.153	0.203	0.261	0.235
상권_코드	0.000	1.000	1.000	1.000	0.252	0.209	0.170	0.254	0.537	0.293	0.186	0.218	0.187	0.055	0.096	0.154	0.379	0.278	0.156
아파트_단지_수	0.000	0.209	0.209	0.252	1.000	0.883	0.594	0.180	0.045	0.130	0.677	0.813	0.659	0.492	0.258	0.163	0.037	0.173	0.106
아파트_면적_66_제곱미터_미만_세대_수	0.038	0.264	0.264	0.209	0.883	1.000	0.556	0.223	0.060	0.080	0.709	0.966	0.621	0.490	0.309	0.182	0.000	0.163	0.100
아파트_면적_66_제곱미터_세대_수	0.131	0.185	0.185	0.170	0.594	0.556	1.000	0.349	0.224	0.135	0.539	0.545	0.739	0.646	0.519	0.408	0.277	0.091	0.065
아파트_면적_99_제곱미터_세대_수	0.147	0.317	0.317	0.254	0.180	0.223	0.349	1.000	0.653	0.453	0.136	0.168	0.279	0.366	0.742	0.739	0.722	0.255	0.260
아파트_면적_132_제곱미터_세대_수	0.176	0.387	0.387	0.537	0.045	0.060	0.224	0.653	1.000	0.582	0.000	0.000	0.216	0.234	0.360	0.460	0.842	0.330	0.326
아파트_면적_165_제곱미터_세대_수	0.000	0.116	0.116	0.293	0.130	0.080	0.135	0.453	0.582	1.000	0.000	0.041	0.216	0.124	0.640	0.617	0.727	0.569	0.645
아파트_가격_1_억_미만_세대_수	0.111	0.160	0.160	0.186	0.677	0.709	0.539	0.136	0.000	0.000	1.000	0.657	0.131	0.165	0.200	0.112	0.000	0.115	0.137
아파트_가격_1_억_세대_수	0.039	0.257	0.257	0.218	0.813	0.966	0.545	0.168	0.000	0.041	0.657	1.000	0.408	0.274	0.234	0.000	0.000	0.239	0.158
아파트_가격_2_억_세대_수	0.000	0.204	0.204	0.187	0.659	0.621	0.739	0.279	0.216	0.216	0.131	0.408	1.000	0.617	0.519	0.212	0.175	0.127	0.081
아파트_가격_3_억_세대_수	0.097	0.109	0.109	0.055	0.492	0.490	0.646	0.366	0.234	0.124	0.165	0.274	0.617	1.000	0.725	0.291	0.218	0.100	0.157
아파트_가격_4_억_세대_수	0.160	0.266	0.266	0.096	0.258	0.309	0.519	0.742	0.360	0.640	0.200	0.234	0.519	0.725	1.000	0.661	0.286	0.184	0.126
아파트_가격_5_억_세대_수	0.188	0.153	0.153	0.154	0.163	0.182	0.408	0.739	0.460	0.617	0.112	0.000	0.212	0.291	0.661	1.000	0.421	0.222	0.242
아파트_가격_6_억_이상_세대_수	0.150	0.203	0.203	0.379	0.037	0.000	0.277	0.722	0.842	0.727	0.000	0.000	0.175	0.218	0.286	0.421	1.000	0.427	0.437
아파트_평균_면적	0.000	0.261	0.261	0.278	0.173	0.163	0.091	0.255	0.330	0.569	0.115	0.239	0.127	0.100	0.184	0.222	0.427	1.000	0.806
아파트_평균_시가	0.070	0.235	0.235	0.156	0.106	0.100	0.065	0.260	0.326	0.645	0.137	0.158	0.081	0.157	0.126	0.242	0.437	0.806	1.000

Heatmap
Table

	상권_구분_코드_명	상권_구분_코드
상권_구분_코드_명	1.000	1.000
상권_구분_코드	1.000	1.000

Heatmap
Table

	기준_년분기_코드	상권_코드	아파트_단지_수	아파트_면적_66_제곱미터_미만_세대_수	아파트_면적_66_제곱미터_세대_수	아파트_면적_99_제곱미터_세대_수	아파트_면적_132_제곱미터_세대_수	아파트_면적_165_제곱미터_세대_수	아파트_가격_1_억_미만_세대_수	아파트_가격_1_억_세대_수	아파트_가격_2_억_세대_수	아파트_가격_3_억_세대_수	아파트_가격_4_억_세대_수	아파트_가격_5_억_세대_수	아파트_가격_6_억_이상_세대_수	아파트_평균_면적	아파트_평균_시가	상권_구분_코드	상권_구분_코드_명
기준_년분기_코드	1.000	-0.015	0.008	-0.075	-0.129	-0.093	-0.027	0.035	-0.137	-0.069	-0.011	-0.075	-0.085	-0.077	-0.102	-0.030	0.155	0.000	0.000
상권_코드	-0.015	1.000	-0.259	-0.202	-0.135	0.088	0.181	0.129	-0.242	-0.198	-0.088	0.123	0.132	0.065	0.159	-0.020	0.153	1.000	1.000
아파트_단지_수	0.008	-0.259	1.000	0.931	0.743	0.263	-0.042	-0.147	0.626	0.867	0.721	0.353	0.256	0.145	-0.011	-0.046	-0.130	0.145	0.145
아파트_면적_66_제곱미터_미만_세대_수	-0.075	-0.202	0.931	1.000	0.711	0.216	-0.076	-0.237	0.704	0.928	0.716	0.340	0.261	0.139	-0.067	-0.133	-0.189	0.121	0.121
아파트_면적_66_제곱미터_세대_수	-0.129	-0.135	0.743	0.711	1.000	0.433	0.135	-0.035	0.426	0.656	0.717	0.521	0.463	0.371	0.200	0.214	0.070	0.112	0.112
아파트_면적_99_제곱미터_세대_수	-0.093	0.088	0.263	0.216	0.433	1.000	0.540	0.382	0.021	0.136	0.384	0.503	0.520	0.463	0.471	0.360	0.358	0.146	0.146
아파트_면적_132_제곱미터_세대_수	-0.027	0.181	-0.042	-0.076	0.135	0.540	1.000	0.526	-0.222	-0.155	0.082	0.358	0.413	0.461	0.585	0.542	0.539	0.276	0.276
아파트_면적_165_제곱미터_세대_수	0.035	0.129	-0.147	-0.237	-0.035	0.382	0.526	1.000	-0.313	-0.273	-0.125	0.154	0.327	0.343	0.684	0.642	0.619	0.075	0.075
아파트_가격_1_억_미만_세대_수	-0.137	-0.242	0.626	0.704	0.426	0.021	-0.222	-0.313	1.000	0.693	0.223	-0.070	-0.085	-0.140	-0.264	-0.190	-0.513	0.096	0.096
아파트_가격_1_억_세대_수	-0.069	-0.198	0.867	0.928	0.656	0.136	-0.155	-0.273	0.693	1.000	0.603	0.145	0.080	-0.016	-0.178	-0.107	-0.264	0.117	0.117
아파트_가격_2_억_세대_수	-0.011	-0.088	0.721	0.716	0.717	0.384	0.082	-0.125	0.223	0.603	1.000	0.514	0.272	0.096	-0.115	0.077	0.220	0.123	0.123
아파트_가격_3_억_세대_수	-0.075	0.123	0.353	0.340	0.521	0.503	0.358	0.154	-0.070	0.145	0.514	1.000	0.630	0.325	0.079	0.185	0.400	0.070	0.070
아파트_가격_4_억_세대_수	-0.085	0.132	0.256	0.261	0.463	0.520	0.413	0.327	-0.085	0.080	0.272	0.630	1.000	0.554	0.297	0.160	0.322	0.122	0.122
아파트_가격_5_억_세대_수	-0.077	0.065	0.145	0.139	0.371	0.463	0.461	0.343	-0.140	-0.016	0.096	0.325	0.554	1.000	0.446	0.200	0.347	0.098	0.098
아파트_가격_6_억_이상_세대_수	-0.102	0.159	-0.011	-0.067	0.200	0.471	0.585	0.684	-0.264	-0.178	-0.115	0.079	0.297	0.446	1.000	0.465	0.548	0.131	0.131
아파트_평균_면적	-0.030	-0.020	-0.046	-0.133	0.214	0.360	0.542	0.642	-0.190	-0.107	0.077	0.185	0.160	0.200	0.465	1.000	0.553	0.158	0.158
아파트_평균_시가	0.155	0.153	-0.130	-0.189	0.070	0.358	0.539	0.619	-0.513	-0.264	0.220	0.400	0.322	0.347	0.548	0.553	1.000	0.143	0.143
상권_구분_코드	0.000	1.000	0.145	0.121	0.112	0.146	0.276	0.075	0.096	0.117	0.123	0.070	0.122	0.098	0.131	0.158	0.143	1.000	1.000
상권_구분_코드_명	0.000	1.000	0.145	0.121	0.112	0.146	0.276	0.075	0.096	0.117	0.123	0.070	0.122	0.098	0.131	0.158	0.143	1.000	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

	기준_년분기_코드	상권_구분_코드	상권_구분_코드_명	상권_코드	상권_코드_명	아파트_단지_수	아파트_면적_66_제곱미터_미만_세대_수	아파트_면적_66_제곱미터_세대_수	아파트_면적_99_제곱미터_세대_수	아파트_면적_132_제곱미터_세대_수	아파트_면적_165_제곱미터_세대_수	아파트_가격_1_억_미만_세대_수	아파트_가격_1_억_세대_수	아파트_가격_2_억_세대_수	아파트_가격_3_억_세대_수	아파트_가격_4_억_세대_수	아파트_가격_5_억_세대_수	아파트_가격_6_억_이상_세대_수	아파트_평균_면적	아파트_평균_시가
14888	20223	A	골목상권	3110971	선정릉역 4번	131	1185	117	33	6	17	18	493	569	144	68	20	46	44	267919793
7595	20213	A	골목상권	3110262	상봉역 3번	70	620	93	3	<NA>	<NA>	132	500	83	1	<NA>	<NA>	<NA>	45	141865678
20972	20203	R	전통시장	3130317	마천중앙시장	10	53	41	<NA>	<NA>	<NA>	3	25	42	24	<NA>	<NA>	<NA>	59	233830264
7980	20224	A	골목상권	3110300	삼선동주민센터	39	308	23	3	<NA>	<NA>	180	127	24	3	<NA>	<NA>	<NA>	37	114912922
19499	20223	D	발달상권	3120089	구파발역	5	69	39	<NA>	<NA>	<NA>	<NA>	<NA>	6	11	58	<NA>	33	67	491601010
17790	20213	A	골목상권	3110925	서초중학교	72	309	188	277	77	15	22	161	123	113	125	87	235	79	342704360
3835	20233	R	전통시장	3130326	고덕 골목형상점가	2	50	<NA>	<NA>	<NA>	<NA>	<NA>	2	4	<NA>	7	<NA>	37	53	619557576
7758	20194	A	골목상권	3110276	신내IC북측	5	52	1	<NA>	<NA>	<NA>	21	31	1	<NA>	<NA>	<NA>	<NA>	37	123821238
9907	20221	A	골목상권	3110447	구산초등학교	50	438	40	13	<NA>	<NA>	121	356	13	1	<NA>	<NA>	<NA>	48	128503435
9073	20223	A	골목상권	3110374	송중초등학교	83	554	156	2	<NA>	<NA>	44	502	164	2	<NA>	<NA>	<NA>	53	168111067

	기준_년분기_코드	상권_구분_코드	상권_구분_코드_명	상권_코드	상권_코드_명	아파트_단지_수	아파트_면적_66_제곱미터_미만_세대_수	아파트_면적_66_제곱미터_세대_수	아파트_면적_99_제곱미터_세대_수	아파트_면적_132_제곱미터_세대_수	아파트_면적_165_제곱미터_세대_수	아파트_가격_1_억_미만_세대_수	아파트_가격_1_억_세대_수	아파트_가격_2_억_세대_수	아파트_가격_3_억_세대_수	아파트_가격_4_억_세대_수	아파트_가격_5_억_세대_수	아파트_가격_6_억_이상_세대_수	아파트_평균_면적	아파트_평균_시가
1120	20232	A	골목상권	3110394	방학중학교	121	1174	233	1	<NA>	<NA>	412	986	10	<NA>	<NA>	<NA>	<NA>	51	122902818
14998	20213	A	골목상권	3110848	양지어린이공원	107	807	88	5	<NA>	<NA>	88	460	342	10	<NA>	<NA>	<NA>	47	183717501
23396	20223	R	전통시장	3130213	방신전통시장	3	10	24	<NA>	<NA>	<NA>	9	1	<NA>	12	12	<NA>	<NA>	63	287294444
11405	20202	A	골목상권	3110511	연희초등학교	95	774	211	84	14	32	440	379	200	32	51	<NA>	13	65	179028427
21237	20212	R	전통시장	3130227	고척골목시장상점가(그라운드 고척)	7	44	1	<NA>	<NA>	<NA>	40	5	<NA>	<NA>	<NA>	<NA>	<NA>	47	85795918
5490	20223	A	골목상권	3110095	한강진역 3번	37	73	101	53	45	11	<NA>	3	24	31	38	41	146	100	655605993
10411	20224	A	골목상권	3110400	도봉구보건소	81	580	169	1	<NA>	<NA>	179	530	41	<NA>	<NA>	<NA>	<NA>	54	130816765
21123	20214	R	전통시장	3130325	명일전통시장	5	26	19	<NA>	<NA>	<NA>	3	19	1	<NA>	11	5	6	61	291791515
5949	20212	A	골목상권	3110126	서울숲역 1번	9	114	<NA>	<NA>	<NA>	<NA>	<NA>	11	67	18	18	<NA>	<NA>	42	261677083
20917	20222	R	전통시장	3130307	도곡시장	1	<NA>	8	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	8	<NA>	<NA>	75	469000000

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Lowercase Letter

Space Separator

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Open Punctuation

Connector Punctuation

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Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

Hangul

ASCII

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Missing values

Sample