gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
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,상권배후지_코드,상권배후지_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-15574/S/1/datasetView.do

Alerts

`상권_구분_코드` has constant value ""	Constant
`상권_구분_코드_명` has constant value ""	Constant
`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 5 other fields	High correlation
`아파트_면적_66_제곱미터_세대_수` is highly overall correlated with `아파트_단지_수` and 5 other fields	High correlation
`아파트_면적_99_제곱미터_세대_수` is highly overall correlated with `아파트_면적_66_제곱미터_세대_수` and 2 other fields	High correlation
`아파트_면적_132_제곱미터_세대_수` is highly overall correlated with `아파트_면적_165_제곱미터_세대_수`	High correlation
`아파트_면적_165_제곱미터_세대_수` is highly overall correlated with `아파트_면적_132_제곱미터_세대_수`	High correlation
`아파트_가격_1_억_미만_세대_수` is highly overall correlated with `아파트_단지_수` and 5 other fields	High correlation
`아파트_가격_1_억_세대_수` is highly overall correlated with `아파트_단지_수` and 6 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` and 2 other fields	High correlation
`아파트_가격_6_억_이상_세대_수` is highly overall correlated with `아파트_가격_1_억_미만_세대_수` and 2 other fields	High correlation
`아파트_평균_면적` is highly overall correlated with `아파트_가격_1_억_미만_세대_수` and 2 other fields	High correlation
`아파트_평균_시가` is highly overall correlated with `아파트_면적_66_제곱미터_미만_세대_수` and 5 other fields	High correlation
`아파트_면적_99_제곱미터_세대_수` has 223 (2.2%) zeros	Zeros
`아파트_면적_132_제곱미터_세대_수` has 2526 (25.3%) zeros	Zeros
`아파트_면적_165_제곱미터_세대_수` has 5419 (54.2%) zeros	Zeros
`아파트_가격_1_억_미만_세대_수` has 555 (5.5%) zeros	Zeros
`아파트_가격_1_억_세대_수` has 159 (1.6%) zeros	Zeros
`아파트_가격_3_억_세대_수` has 263 (2.6%) zeros	Zeros
`아파트_가격_4_억_세대_수` has 1200 (12.0%) zeros	Zeros
`아파트_가격_5_억_세대_수` has 2701 (27.0%) zeros	Zeros
`아파트_가격_6_억_이상_세대_수` has 3934 (39.3%) zeros	Zeros

Reproduction

Analysis started	2024-05-04 06:34:50.664423
Analysis finished	2024-05-04 06:36:42.335391
Duration	1 minute and 51.67 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준_년분기_코드
Real number (ℝ)

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20216.13

Minimum	20194
Maximum	20234
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20194
5-th percentile	20194
Q1	20204
median	20214
Q3	20224
95-th percentile	20234
Maximum	20234
Range	40
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	12.214741
Coefficient of variation (CV)	0.00060420767
Kurtosis	-1.1955139
Mean	20216.13
Median Absolute Deviation (MAD)	10
Skewness	-0.070756688
Sum	2.021613 × 10⁸
Variance	149.19989
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
20221	625	6.2%
20203	607	6.1%
20201	604	6.0%
20202	603	6.0%
20211	603	6.0%
20232	602	6.0%
20212	593	5.9%
20233	590	5.9%
20234	588	5.9%
20231	585	5.9%
Other values (7)	4000	40.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20194	567	5.7%
20201	604	6.0%
20202	603	6.0%
20203	607	6.1%
20204	562	5.6%
20211	603	6.0%
20212	593	5.9%
20213	577	5.8%
20214	577	5.8%
20221	625	6.2%

Value	Count	Frequency (%)
20234	588	5.9%
20233	590	5.9%
20232	602	6.0%
20231	585	5.9%
20224	582	5.8%
20223	572	5.7%
20222	563	5.6%
20221	625	6.2%
20214	577	5.8%
20213	577	5.8%

상권_구분_코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

A	10000

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	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
a	10000	100.0%

상권_구분_코드_명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

골목상권	10000

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	골목상권
4th row	골목상권
5th row	골목상권

Common Values

Value	Count	Frequency (%)
골목상권	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
골목상권	10000	100.0%

상권배후지_코드
Real number (ℝ)

Distinct	1088
Distinct (%)	10.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3110547

Minimum	3110001
Maximum	3111090
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3110001
5-th percentile	3110055
Q1	3110270.8
median	3110551
Q3	3110820
95-th percentile	3111037
Maximum	3111090
Range	1089
Interquartile range (IQR)	549.25

Descriptive statistics

Standard deviation	315.35848
Coefficient of variation (CV)	0.00010138361
Kurtosis	-1.2037531
Mean	3110547
Median Absolute Deviation (MAD)	274
Skewness	-0.01528828
Sum	3.110547 × 10¹⁰
Variance	99450.969
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3110795	16	0.2%
3110112	15	0.1%
3111020	15	0.1%
3111028	14	0.1%
3110465	14	0.1%
3110874	14	0.1%
3111040	14	0.1%
3110458	14	0.1%
3110234	14	0.1%
3110758	14	0.1%
Other values (1078)	9856	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3110001	12	0.1%
3110002	9	0.1%
3110003	7	0.1%
3110004	11	0.1%
3110005	11	0.1%
3110006	8	0.1%
3110007	8	0.1%
3110008	12	0.1%
3110009	7	0.1%
3110010	10	0.1%

Value	Count	Frequency (%)
3111090	6	0.1%
3111089	10	0.1%
3111088	11	0.1%
3111087	10	0.1%
3111086	13	0.1%
3111085	9	0.1%
3111084	9	0.1%
3111083	7	0.1%
3111082	12	0.1%
3111081	10	0.1%

상권배후지_코드_명
Text

Distinct	1088
Distinct (%)	10.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	27
Median length	24
Mean length	7.4606
Min length	2

Characters and Unicode

Total characters	74606
Distinct characters	401
Distinct categories	8 ?
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	0 ?
Unique (%)	0.0%

Sample

1st row	송파역 2번
2nd row	무너미어린이공원
3rd row	응봉산
4th row	국민대학교앞
5th row	샘말어린이공원

Value	Count	Frequency (%)
1번	716	5.2%
2번	554	4.1%
3번	510	3.7%
4번	456	3.3%
5번	228	1.7%
6번	177	1.3%
7번	135	1.0%
8번	124	0.9%
연신내역	52	0.4%
내방역	45	0.3%
Other values (979)	10661	78.1%

Most occurring characters

Value	Count	Frequency (%)
	3658	4.9%
역	3432	4.6%
번	3287	4.4%
교	2569	3.4%
학	2527	3.4%
동	2119	2.8%
등	1725	2.3%
1	1308	1.8%
원	1268	1.7%
초	1239	1.7%
Other values (391)	51474	69.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	64359	86.3%
Decimal Number	4459	6.0%
Space Separator	3658	4.9%
Open Punctuation	850	1.1%
Close Punctuation	850	1.1%
Uppercase Letter	364	0.5%
Other Punctuation	58	0.1%
Lowercase Letter	8	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
역	3432	5.3%
번	3287	5.1%
교	2569	4.0%
학	2527	3.9%
동	2119	3.3%
등	1725	2.7%
원	1268	2.0%
초	1239	1.9%
대	1208	1.9%
터	1101	1.7%
Other values (361)	43884	68.2%

Uppercase Letter

Value	Count	Frequency (%)
K	88	24.2%
T	49	13.5%
B	35	9.6%
G	35	9.6%
I	32	8.8%
C	27	7.4%
S	24	6.6%
N	21	5.8%
H	21	5.8%
F	9	2.5%
Other values (3)	23	6.3%

Decimal Number

Value	Count	Frequency (%)
1	1308	29.3%
2	858	19.2%
3	685	15.4%
4	630	14.1%
5	323	7.2%
6	200	4.5%
7	147	3.3%
8	145	3.3%
9	114	2.6%
0	49	1.1%

Other Punctuation

Value	Count	Frequency (%)
.	20	34.5%
&	20	34.5%
,	18	31.0%

Space Separator

Value	Count	Frequency (%)
	3658	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	850	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	850	100.0%

Lowercase Letter

Value	Count	Frequency (%)
h	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	64359	86.3%
Common	9875	13.2%
Latin	372	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
역	3432	5.3%
번	3287	5.1%
교	2569	4.0%
학	2527	3.9%
동	2119	3.3%
등	1725	2.7%
원	1268	2.0%
초	1239	1.9%
대	1208	1.9%
터	1101	1.7%
Other values (361)	43884	68.2%

Common

Value	Count	Frequency (%)
	3658	37.0%
1	1308	13.2%
2	858	8.7%
(	850	8.6%
)	850	8.6%
3	685	6.9%
4	630	6.4%
5	323	3.3%
6	200	2.0%
7	147	1.5%
Other values (6)	366	3.7%

Latin

Value	Count	Frequency (%)
K	88	23.7%
T	49	13.2%
B	35	9.4%
G	35	9.4%
I	32	8.6%
C	27	7.3%
S	24	6.5%
N	21	5.6%
H	21	5.6%
F	9	2.4%
Other values (4)	31	8.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	64359	86.3%
ASCII	10247	13.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3658	35.7%
1	1308	12.8%
2	858	8.4%
(	850	8.3%
)	850	8.3%
3	685	6.7%
4	630	6.1%
5	323	3.2%
6	200	2.0%
7	147	1.4%
Other values (20)	738	7.2%

Hangul

Value	Count	Frequency (%)
역	3432	5.3%
번	3287	5.1%
교	2569	4.0%
학	2527	3.9%
동	2119	3.3%
등	1725	2.7%
원	1268	2.0%
초	1239	1.9%
대	1208	1.9%
터	1101	1.7%
Other values (361)	43884	68.2%

아파트_단지_수
Real number (ℝ)

HIGH CORRELATION

Distinct	591
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	190.5444

Minimum	1
Maximum	1418
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	28
Q1	76
median	144
Q3	247
95-th percentile	513
Maximum	1418
Range	1417
Interquartile range (IQR)	171

Descriptive statistics

Standard deviation	165.49781
Coefficient of variation (CV)	0.86855248
Kurtosis	7.1289019
Mean	190.5444
Median Absolute Deviation (MAD)	77
Skewness	2.1506054
Sum	1905444
Variance	27389.526
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
94	74	0.7%
62	70	0.7%
106	70	0.7%
68	69	0.7%
160	66	0.7%
204	66	0.7%
30	66	0.7%
58	65	0.7%
59	61	0.6%
98	61	0.6%
Other values (581)	9332	93.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5	0.1%
2	9	0.1%
3	20	0.2%
4	4	< 0.1%
5	5	0.1%
8	12	0.1%
9	18	0.2%
10	44	0.4%
11	12	0.1%
12	9	0.1%

Value	Count	Frequency (%)
1418	5	0.1%
1409	4	< 0.1%
1224	2	< 0.1%
1218	3	< 0.1%
1216	5	0.1%
1074	3	< 0.1%
1073	1	< 0.1%
1066	2	< 0.1%
961	4	< 0.1%
950	3	< 0.1%

아파트_면적_66_제곱미터_미만_세대_수
Real number (ℝ)

HIGH CORRELATION

Distinct	1879
Distinct (%)	18.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1548.9702

Minimum	0
Maximum	12265
Zeros	22
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	158
Q1	620
median	1214
Q3	2085
95-th percentile	4075.15
Maximum	12265
Range	12265
Interquartile range (IQR)	1465

Descriptive statistics

Standard deviation	1343.4683
Coefficient of variation (CV)	0.86732997
Kurtosis	7.7175668
Mean	1548.9702
Median Absolute Deviation (MAD)	692
Skewness	2.1082215
Sum	15489702
Variance	1804907
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
292	28	0.3%
106	25	0.2%
270	23	0.2%
1176	23	0.2%
0	22	0.2%
1375	22	0.2%
410	21	0.2%
665	21	0.2%
634	20	0.2%
1131	20	0.2%
Other values (1869)	9775	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	0.2%
8	3	< 0.1%
11	5	0.1%
14	5	0.1%
21	5	0.1%
26	5	0.1%
27	9	0.1%
34	5	0.1%
35	7	0.1%
36	8	0.1%

Value	Count	Frequency (%)
12265	4	< 0.1%
11182	2	< 0.1%
11180	3	< 0.1%
10663	5	0.1%
9916	7	0.1%
9559	2	< 0.1%
9514	3	< 0.1%
9370	3	< 0.1%
9084	3	< 0.1%
8729	1	< 0.1%

아파트_면적_66_제곱미터_세대_수
Real number (ℝ)

HIGH CORRELATION

Distinct	1210
Distinct (%)	12.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	631.2173

Minimum	0
Maximum	5230
Zeros	25
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	75
Q1	236
median	432
Q3	854
95-th percentile	1794
Maximum	5230
Range	5230
Interquartile range (IQR)	618

Descriptive statistics

Standard deviation	587.72678
Coefficient of variation (CV)	0.93110056
Kurtosis	6.0818981
Mean	631.2173
Median Absolute Deviation (MAD)	255
Skewness	2.0307215
Sum	6312173
Variance	345422.77
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
200	42	0.4%
131	39	0.4%
279	36	0.4%
252	35	0.4%
274	34	0.3%
354	32	0.3%
385	32	0.3%
184	32	0.3%
168	31	0.3%
316	31	0.3%
Other values (1200)	9656	96.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25	0.2%
1	10	0.1%
2	3	< 0.1%
3	8	0.1%
4	4	< 0.1%
5	6	0.1%
7	5	0.1%
10	11	0.1%
11	4	< 0.1%
12	10	0.1%

Value	Count	Frequency (%)
5230	5	0.1%
4195	5	0.1%
3967	4	< 0.1%
3886	4	< 0.1%
3765	5	0.1%
3719	5	0.1%
3603	4	< 0.1%
3438	5	0.1%
3368	2	< 0.1%
3343	4	< 0.1%

아파트_면적_99_제곱미터_세대_수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	488
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	121.6928

Minimum	0
Maximum	1824
Zeros	223
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	21
median	59
Q3	138
95-th percentile	499
Maximum	1824
Range	1824
Interquartile range (IQR)	117

Descriptive statistics

Standard deviation	173.51419
Coefficient of variation (CV)	1.4258377
Kurtosis	11.707245
Mean	121.6928
Median Absolute Deviation (MAD)	45
Skewness	2.9543211
Sum	1216928
Variance	30107.173
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	223	2.2%
3	169	1.7%
2	162	1.6%
4	144	1.4%
5	136	1.4%
12	135	1.4%
15	132	1.3%
20	119	1.2%
6	117	1.2%
11	112	1.1%
Other values (478)	8551	85.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	223	2.2%
1	106	1.1%
2	162	1.6%
3	169	1.7%
4	144	1.4%
5	136	1.4%
6	117	1.2%
7	86	0.9%
8	94	0.9%
9	72	0.7%

Value	Count	Frequency (%)
1824	2	< 0.1%
1380	4	< 0.1%
1365	5	0.1%
1335	4	< 0.1%
1259	5	0.1%
1233	4	< 0.1%
1229	3	< 0.1%
1208	2	< 0.1%
1046	3	< 0.1%
1045	6	0.1%

아파트_면적_132_제곱미터_세대_수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	253
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.434

Minimum	0
Maximum	809
Zeros	2526
Zeros (%)	25.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6
Q3	33
95-th percentile	182
Maximum	809
Range	809
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	75.545029
Coefficient of variation (CV)	2.1319927
Kurtosis	22.566734
Mean	35.434
Median Absolute Deviation (MAD)	6
Skewness	4.1133754
Sum	354340
Variance	5707.0513
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2526	25.3%
1	1071	10.7%
2	447	4.5%
3	366	3.7%
4	279	2.8%
12	239	2.4%
5	218	2.2%
13	175	1.8%
8	172	1.7%
6	171	1.7%
Other values (243)	4336	43.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2526	25.3%
1	1071	10.7%
2	447	4.5%
3	366	3.7%
4	279	2.8%
5	218	2.2%
6	171	1.7%
7	113	1.1%
8	172	1.7%
9	80	0.8%

Value	Count	Frequency (%)
809	5	0.1%
770	1	< 0.1%
678	5	0.1%
668	4	< 0.1%
638	5	0.1%
637	2	< 0.1%
538	10	0.1%
530	2	< 0.1%
522	5	0.1%
484	4	< 0.1%

아파트_면적_165_제곱미터_세대_수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	202
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.7694

Minimum	0
Maximum	1829
Zeros	5419
Zeros (%)	54.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6
95-th percentile	107
Maximum	1829
Range	1829
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	83.766137
Coefficient of variation (CV)	4.0331515
Kurtosis	147.45667
Mean	20.7694
Median Absolute Deviation (MAD)	0
Skewness	10.165053
Sum	207694
Variance	7016.7657
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5419	54.2%
1	882	8.8%
2	460	4.6%
3	331	3.3%
4	283	2.8%
6	123	1.2%
12	107	1.1%
5	98	1.0%
7	95	0.9%
24	93	0.9%
Other values (192)	2109	21.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5419	54.2%
1	882	8.8%
2	460	4.6%
3	331	3.3%
4	283	2.8%
5	98	1.0%
6	123	1.2%
7	95	0.9%
8	71	0.7%
9	51	0.5%

Value	Count	Frequency (%)
1829	4	< 0.1%
1174	6	0.1%
1132	3	< 0.1%
1121	3	< 0.1%
1041	1	< 0.1%
1026	1	< 0.1%
808	6	0.1%
763	4	< 0.1%
657	5	0.1%
652	4	< 0.1%

아파트_가격_1_억_미만_세대_수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	838
Distinct (%)	8.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	301.2016

Minimum	0
Maximum	3820
Zeros	555
Zeros (%)	5.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	41
median	158
Q3	397
95-th percentile	1076
Maximum	3820
Range	3820
Interquartile range (IQR)	356

Descriptive statistics

Standard deviation	404.38229
Coefficient of variation (CV)	1.3425636
Kurtosis	14.435382
Mean	301.2016
Median Absolute Deviation (MAD)	142
Skewness	3.0330529
Sum	3012016
Variance	163525.04
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	555	5.5%
3	155	1.6%
1	115	1.1%
2	96	1.0%
6	81	0.8%
23	69	0.7%
5	68	0.7%
9	67	0.7%
4	67	0.7%
13	64	0.6%
Other values (828)	8663	86.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	555	5.5%
1	115	1.1%
2	96	1.0%
3	155	1.6%
4	67	0.7%
5	68	0.7%
6	81	0.8%
7	52	0.5%
8	46	0.5%
9	67	0.7%

Value	Count	Frequency (%)
3820	2	< 0.1%
3682	4	< 0.1%
3645	3	< 0.1%
3448	4	< 0.1%
3334	5	0.1%
3307	4	< 0.1%
3067	5	0.1%
3008	8	0.1%
2635	5	0.1%
2629	5	0.1%

아파트_가격_1_억_세대_수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1537
Distinct (%)	15.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	943.0923

Minimum	0
Maximum	9733
Zeros	159
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	24
Q1	247
median	615
Q3	1261
95-th percentile	2860
Maximum	9733
Range	9733
Interquartile range (IQR)	1014

Descriptive statistics

Standard deviation	1051.2662
Coefficient of variation (CV)	1.1147013
Kurtosis	12.492728
Mean	943.0923
Median Absolute Deviation (MAD)	437
Skewness	2.7503885
Sum	9430923
Variance	1105160.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	159	1.6%
1	48	0.5%
122	36	0.4%
389	34	0.3%
14	34	0.3%
63	31	0.3%
27	28	0.3%
151	28	0.3%
219	27	0.3%
101	27	0.3%
Other values (1527)	9548	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	159	1.6%
1	48	0.5%
2	4	< 0.1%
3	10	0.1%
4	16	0.2%
5	12	0.1%
6	6	0.1%
7	17	0.2%
8	9	0.1%
9	11	0.1%

Value	Count	Frequency (%)
9733	4	< 0.1%
9292	5	0.1%
9034	2	< 0.1%
9030	3	< 0.1%
8471	2	< 0.1%
8463	3	< 0.1%
8366	3	< 0.1%
8217	7	0.1%
7918	1	< 0.1%
7908	2	< 0.1%

아파트_가격_2_억_세대_수
Real number (ℝ)

HIGH CORRELATION

Distinct	1049
Distinct (%)	10.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	443.6888

Minimum	0
Maximum	4450
Zeros	94
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	21
Q1	125
median	283
Q3	600
95-th percentile	1391.1
Maximum	4450
Range	4450
Interquartile range (IQR)	475

Descriptive statistics

Standard deviation	477.13909
Coefficient of variation (CV)	1.0753913
Kurtosis	8.7403612
Mean	443.6888
Median Absolute Deviation (MAD)	195
Skewness	2.3852756
Sum	4436888
Variance	227661.71
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	94	0.9%
110	51	0.5%
121	46	0.5%
77	46	0.5%
13	44	0.4%
41	43	0.4%
137	40	0.4%
2	39	0.4%
251	39	0.4%
149	38	0.4%
Other values (1039)	9520	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	94	0.9%
1	22	0.2%
2	39	0.4%
3	18	0.2%
4	22	0.2%
5	24	0.2%
6	18	0.2%
7	5	0.1%
8	5	0.1%
9	22	0.2%

Value	Count	Frequency (%)
4450	5	0.1%
3864	5	0.1%
3733	4	< 0.1%
3278	4	< 0.1%
3176	3	< 0.1%
3164	5	0.1%
3134	3	< 0.1%
3001	2	< 0.1%
2934	4	< 0.1%
2639	3	< 0.1%

아파트_가격_3_억_세대_수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	697
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	237.7594

Minimum	0
Maximum	4190
Zeros	263
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	37
median	111
Q3	308
95-th percentile	916.1
Maximum	4190
Range	4190
Interquartile range (IQR)	271

Descriptive statistics

Standard deviation	335.98156
Coefficient of variation (CV)	1.4131158
Kurtosis	19.311423
Mean	237.7594
Median Absolute Deviation (MAD)	95
Skewness	3.361518
Sum	2377594
Variance	112883.61
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	263	2.6%
1	142	1.4%
4	117	1.2%
14	95	0.9%
12	90	0.9%
2	84	0.8%
15	81	0.8%
6	78	0.8%
13	75	0.8%
24	67	0.7%
Other values (687)	8908	89.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	263	2.6%
1	142	1.4%
2	84	0.8%
3	62	0.6%
4	117	1.2%
5	53	0.5%
6	78	0.8%
7	64	0.6%
8	58	0.6%
9	60	0.6%

Value	Count	Frequency (%)
4190	5	0.1%
3263	4	< 0.1%
2710	5	0.1%
2392	5	0.1%
2367	4	< 0.1%
2346	4	< 0.1%
2187	4	< 0.1%
2080	3	< 0.1%
2033	4	< 0.1%
2004	2	< 0.1%

아파트_가격_4_억_세대_수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	546
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	150.339

Minimum	0
Maximum	1888
Zeros	1200
Zeros (%)	12.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	13
median	57
Q3	161
95-th percentile	692
Maximum	1888
Range	1888
Interquartile range (IQR)	148

Descriptive statistics

Standard deviation	254.85399
Coefficient of variation (CV)	1.6951955
Kurtosis	11.239442
Mean	150.339
Median Absolute Deviation (MAD)	53
Skewness	3.1288674
Sum	1503390
Variance	64950.558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1200	12.0%
1	238	2.4%
2	150	1.5%
3	127	1.3%
26	121	1.2%
24	118	1.2%
12	113	1.1%
4	101	1.0%
10	100	1.0%
9	92	0.9%
Other values (536)	7640	76.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1200	12.0%
1	238	2.4%
2	150	1.5%
3	127	1.3%
4	101	1.0%
5	80	0.8%
6	76	0.8%
7	58	0.6%
8	86	0.9%
9	92	0.9%

Value	Count	Frequency (%)
1888	5	0.1%
1746	2	< 0.1%
1660	5	0.1%
1640	5	0.1%
1632	5	0.1%
1606	3	< 0.1%
1601	3	< 0.1%
1529	8	0.1%
1523	5	0.1%
1494	4	< 0.1%

아파트_가격_5_억_세대_수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	424
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	98.3128

Minimum	0
Maximum	2162
Zeros	2701
Zeros (%)	27.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	28
Q3	93
95-th percentile	469
Maximum	2162
Range	2162
Interquartile range (IQR)	93

Descriptive statistics

Standard deviation	199.83441
Coefficient of variation (CV)	2.0326388
Kurtosis	21.018841
Mean	98.3128
Median Absolute Deviation (MAD)	28
Skewness	3.9875305
Sum	983128
Variance	39933.791
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2701	27.0%
1	252	2.5%
3	132	1.3%
8	126	1.3%
12	114	1.1%
19	114	1.1%
36	112	1.1%
2	104	1.0%
18	99	1.0%
28	95	0.9%
Other values (414)	6151	61.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2701	27.0%
1	252	2.5%
2	104	1.0%
3	132	1.3%
4	75	0.8%
5	83	0.8%
6	87	0.9%
7	88	0.9%
8	126	1.3%
9	42	0.4%

Value	Count	Frequency (%)
2162	7	0.1%
1646	7	0.1%
1625	5	0.1%
1455	2	< 0.1%
1310	3	< 0.1%
1295	7	0.1%
1269	5	0.1%
1254	5	0.1%
1221	6	0.1%
1172	4	< 0.1%

아파트_가격_6_억_이상_세대_수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	603
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	183.6898

Minimum	0
Maximum	5240
Zeros	3934
Zeros (%)	39.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	23
Q3	190
95-th percentile	927
Maximum	5240
Range	5240
Interquartile range (IQR)	190

Descriptive statistics

Standard deviation	386.79889
Coefficient of variation (CV)	2.1057178
Kurtosis	21.354663
Mean	183.6898
Median Absolute Deviation (MAD)	23
Skewness	3.9838829
Sum	1836898
Variance	149613.38
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3934	39.3%
2	158	1.6%
1	88	0.9%
4	84	0.8%
10	67	0.7%
12	65	0.7%
24	61	0.6%
20	59	0.6%
9	53	0.5%
22	53	0.5%
Other values (593)	5378	53.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3934	39.3%
1	88	0.9%
2	158	1.6%
3	42	0.4%
4	84	0.8%
5	21	0.2%
6	48	0.5%
7	45	0.4%
8	52	0.5%
9	53	0.5%

Value	Count	Frequency (%)
5240	1	< 0.1%
3937	2	< 0.1%
3457	4	< 0.1%
3154	4	< 0.1%
3052	5	0.1%
2840	4	< 0.1%
2786	5	0.1%
2769	5	0.1%
2697	5	0.1%
2671	7	0.1%

아파트_평균_면적
Real number (ℝ)

HIGH CORRELATION

Distinct	115
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.2993

Minimum	20
Maximum	219
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20
5-th percentile	47
Q1	51
median	55
Q3	62
95-th percentile	88
Maximum	219
Range	199
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	15.809362
Coefficient of variation (CV)	0.26660284
Kurtosis	17.225518
Mean	59.2993
Median Absolute Deviation (MAD)	5
Skewness	3.3967954
Sum	592993
Variance	249.93591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	712	7.1%
51	689	6.9%
53	614	6.1%
55	572	5.7%
54	549	5.5%
50	539	5.4%
49	466	4.7%
56	441	4.4%
58	376	3.8%
57	374	3.7%
Other values (105)	4668	46.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	5	0.1%
25	4	< 0.1%
26	5	0.1%
28	6	0.1%
30	4	< 0.1%
31	3	< 0.1%
34	6	0.1%
35	12	0.1%
36	18	0.2%
37	39	0.4%

Value	Count	Frequency (%)
219	5	0.1%
185	1	< 0.1%
169	3	< 0.1%
168	3	< 0.1%
165	6	0.1%
163	5	0.1%
156	4	< 0.1%
155	5	0.1%
153	9	0.1%
152	5	0.1%

아파트_평균_시가
Real number (ℝ)

HIGH CORRELATION

Distinct	2766
Distinct (%)	27.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7534089 × 10⁸

Minimum	76766708
Maximum	2.618619 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	76766708
5-th percentile	1.2610714 × 10⁸
Q1	1.6080223 × 10⁸
median	2.0658759 × 10⁸
Q3	2.9993808 × 10⁸
95-th percentile	6.574629 × 10⁸
Maximum	2.618619 × 10⁹
Range	2.5418523 × 10⁹
Interquartile range (IQR)	1.3913586 × 10⁸

Descriptive statistics

Standard deviation	2.1346745 × 10⁸
Coefficient of variation (CV)	0.77528425
Kurtosis	23.856176
Mean	2.7534089 × 10⁸
Median Absolute Deviation (MAD)	57195571
Skewness	3.9509162
Sum	2.7534089 × 10¹²
Variance	4.5568354 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
151595914	9	0.1%
230408182	9	0.1%
435671435	9	0.1%
433678390	8	0.1%
224894874	8	0.1%
220878104	8	0.1%
384026596	8	0.1%
442346587	8	0.1%
205611239	8	0.1%
171038391	8	0.1%
Other values (2756)	9917	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
76766708	5	0.1%
85499572	2	< 0.1%
93379134	4	< 0.1%
93539720	4	< 0.1%
98026788	5	0.1%
98309564	3	< 0.1%
99797020	4	< 0.1%
100019001	4	< 0.1%
101227697	5	0.1%
101944491	5	0.1%

Value	Count	Frequency (%)
2618619048	5	0.1%
2269741359	3	< 0.1%
2266772526	3	< 0.1%
2088870899	5	0.1%
1836415564	3	< 0.1%
1767888063	6	0.1%
1751403074	5	0.1%
1742137234	2	< 0.1%
1661362051	5	0.1%
1659977816	2	< 0.1%

Phik (φk)
Auto

Heatmap
Table

	기준_년분기_코드	상권배후지_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	0.186	0.393	0.365	0.196	0.063	0.165	0.098	0.191	0.311	0.324	0.279	0.194	0.000	0.098
상권배후지_코드	0.000	1.000	0.433	0.419	0.275	0.155	0.294	0.208	0.474	0.443	0.380	0.208	0.229	0.207	0.263	0.466	0.451
아파트_단지_수	0.000	0.433	1.000	0.960	0.496	0.098	0.145	0.055	0.826	0.928	0.652	0.149	0.126	0.071	0.119	0.432	0.332
아파트_면적_66_제곱미터_미만_세대_수	0.186	0.419	0.960	1.000	0.585	0.141	0.195	0.076	0.879	0.952	0.678	0.286	0.248	0.093	0.126	0.440	0.407
아파트_면적_66_제곱미터_세대_수	0.393	0.275	0.496	0.585	1.000	0.618	0.360	0.000	0.407	0.527	0.820	0.789	0.707	0.488	0.270	0.219	0.231
아파트_면적_99_제곱미터_세대_수	0.365	0.155	0.098	0.141	0.618	1.000	0.518	0.251	0.032	0.057	0.265	0.786	0.547	0.622	0.839	0.226	0.149
아파트_면적_132_제곱미터_세대_수	0.196	0.294	0.145	0.195	0.360	0.518	1.000	0.507	0.082	0.136	0.271	0.203	0.411	0.379	0.644	0.452	0.705
아파트_면적_165_제곱미터_세대_수	0.063	0.208	0.055	0.076	0.000	0.251	0.507	1.000	0.038	0.062	0.019	0.000	0.065	0.094	0.538	0.672	0.559
아파트_가격_1_억_미만_세대_수	0.165	0.474	0.826	0.879	0.407	0.032	0.082	0.038	1.000	0.819	0.304	0.114	0.147	0.064	0.108	0.322	0.302
아파트_가격_1_억_세대_수	0.098	0.443	0.928	0.952	0.527	0.057	0.136	0.062	0.819	1.000	0.522	0.127	0.095	0.072	0.156	0.418	0.365
아파트_가격_2_억_세대_수	0.191	0.380	0.652	0.678	0.820	0.265	0.271	0.019	0.304	0.522	1.000	0.570	0.282	0.059	0.120	0.281	0.290
아파트_가격_3_억_세대_수	0.311	0.208	0.149	0.286	0.789	0.786	0.203	0.000	0.114	0.127	0.570	1.000	0.581	0.305	0.088	0.110	0.108
아파트_가격_4_억_세대_수	0.324	0.229	0.126	0.248	0.707	0.547	0.411	0.065	0.147	0.095	0.282	0.581	1.000	0.525	0.188	0.185	0.101
아파트_가격_5_억_세대_수	0.279	0.207	0.071	0.093	0.488	0.622	0.379	0.094	0.064	0.072	0.059	0.305	0.525	1.000	0.462	0.167	0.113
아파트_가격_6_억_이상_세대_수	0.194	0.263	0.119	0.126	0.270	0.839	0.644	0.538	0.108	0.156	0.120	0.088	0.188	0.462	1.000	0.357	0.437
아파트_평균_면적	0.000	0.466	0.432	0.440	0.219	0.226	0.452	0.672	0.322	0.418	0.281	0.110	0.185	0.167	0.357	1.000	0.853
아파트_평균_시가	0.098	0.451	0.332	0.407	0.231	0.149	0.705	0.559	0.302	0.365	0.290	0.108	0.101	0.113	0.437	0.853	1.000

Heatmap
Table

	기준_년분기_코드	상권배후지_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	-0.019	-0.019	-0.245	-0.469	-0.371	-0.155	-0.098	-0.199	-0.148	-0.225	-0.394	-0.206	-0.037	0.073	-0.019	0.186
상권배후지_코드	-0.019	1.000	0.102	0.109	0.112	0.067	0.075	0.048	-0.098	0.072	0.154	0.157	0.116	0.108	0.136	-0.008	0.125
아파트_단지_수	-0.019	0.102	1.000	0.862	0.536	0.151	0.127	0.052	0.662	0.850	0.673	0.293	0.059	-0.067	-0.188	-0.409	-0.488
아파트_면적_66_제곱미터_미만_세대_수	-0.245	0.109	0.862	1.000	0.696	0.209	0.044	-0.088	0.767	0.911	0.747	0.441	0.138	-0.106	-0.324	-0.474	-0.592
아파트_면적_66_제곱미터_세대_수	-0.469	0.112	0.536	0.696	1.000	0.598	0.259	0.041	0.465	0.539	0.670	0.673	0.451	0.233	0.001	0.026	-0.206
아파트_면적_99_제곱미터_세대_수	-0.371	0.067	0.151	0.209	0.598	1.000	0.480	0.266	0.029	0.043	0.321	0.583	0.592	0.474	0.370	0.403	0.233
아파트_면적_132_제곱미터_세대_수	-0.155	0.075	0.127	0.044	0.259	0.480	1.000	0.568	-0.116	-0.031	0.166	0.249	0.280	0.336	0.443	0.435	0.317
아파트_면적_165_제곱미터_세대_수	-0.098	0.048	0.052	-0.088	0.041	0.266	0.568	1.000	-0.203	-0.130	0.075	0.127	0.152	0.243	0.405	0.380	0.319
아파트_가격_1_억_미만_세대_수	-0.199	-0.098	0.662	0.767	0.465	0.029	-0.116	-0.203	1.000	0.820	0.434	0.169	-0.087	-0.298	-0.535	-0.541	-0.837
아파트_가격_1_억_세대_수	-0.148	0.072	0.850	0.911	0.539	0.043	-0.031	-0.130	0.820	1.000	0.666	0.241	-0.061	-0.260	-0.457	-0.535	-0.725
아파트_가격_2_억_세대_수	-0.225	0.154	0.673	0.747	0.670	0.321	0.166	0.075	0.434	0.666	1.000	0.589	0.202	-0.021	-0.174	-0.248	-0.290
아파트_가격_3_억_세대_수	-0.394	0.157	0.293	0.441	0.673	0.583	0.249	0.127	0.169	0.241	0.589	1.000	0.627	0.254	0.011	0.070	0.007
아파트_가격_4_억_세대_수	-0.206	0.116	0.059	0.138	0.451	0.592	0.280	0.152	-0.087	-0.061	0.202	0.627	1.000	0.662	0.301	0.254	0.305
아파트_가격_5_억_세대_수	-0.037	0.108	-0.067	-0.106	0.233	0.474	0.336	0.243	-0.298	-0.260	-0.021	0.254	0.662	1.000	0.665	0.361	0.555
아파트_가격_6_억_이상_세대_수	0.073	0.136	-0.188	-0.324	0.001	0.370	0.443	0.405	-0.535	-0.457	-0.174	0.011	0.301	0.665	1.000	0.500	0.783
아파트_평균_면적	-0.019	-0.008	-0.409	-0.474	0.026	0.403	0.435	0.380	-0.541	-0.535	-0.248	0.070	0.254	0.361	0.500	1.000	0.676
아파트_평균_시가	0.186	0.125	-0.488	-0.592	-0.206	0.233	0.317	0.319	-0.837	-0.725	-0.290	0.007	0.305	0.555	0.783	0.676	1.000

Count
Matrix

A simple visualization of nullity by column.

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

First rows
Last rows

	기준_년분기_코드	상권_구분_코드	상권_구분_코드_명	상권배후지_코드	상권배후지_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
4094	20232	A	골목상권	3111016	송파역 2번	191	1222	401	97	24	24	50	509	556	213	58	65	317	56	333706477
8858	20222	A	골목상권	3110343	무너미어린이공원	394	3239	486	9	23	0	771	2750	155	69	12	0	0	52	138335957
5867	20214	A	골목상권	3110113	응봉산	79	338	236	136	0	0	54	75	15	58	72	117	319	69	472473035
8058	20204	A	골목상권	3110282	국민대학교앞	60	745	193	42	19	2	371	576	33	19	1	1	0	59	119825422
9246	20224	A	골목상권	3110391	샘말어린이공원	304	2591	303	7	6	0	1286	1551	33	37	0	0	0	50	114138331
17443	20221	A	골목상권	3110918	방배역 3번	292	1662	618	163	31	56	5	411	667	634	217	130	466	60	417846815
5773	20223	A	골목상권	3110131	성수동카페거리	56	373	197	20	20	0	30	129	53	134	77	44	143	59	437776068
4374	20211	A	골목상권	3110010	평창동서측	151	410	616	240	144	262	95	350	377	434	201	109	106	123	427545716
3296	20232	A	골목상권	3110622	달마을공원	499	3620	767	115	25	5	366	2990	744	62	26	66	278	53	194547094
5162	20222	A	골목상권	3110061	효창동주민센터	217	1100	705	228	30	10	33	372	624	309	149	54	532	65	391506511

	기준_년분기_코드	상권_구분_코드	상권_구분_코드_명	상권배후지_코드	상권배후지_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
15180	20214	A	골목상권	3111025	경찰병원역 3번	275	1855	400	76	23	15	153	947	719	133	94	46	277	51	266575094
12209	20202	A	골목상권	3110695	개봉1동주민센터	206	2267	1241	255	0	0	333	1537	814	679	400	0	0	54	148554757
9141	20194	A	골목상권	3110367	강북구청	110	959	412	14	3	1	366	678	246	97	2	0	0	52	122264312
9194	20224	A	골목상권	3110397	도봉산입구	310	2390	546	56	1	0	1347	1159	91	228	156	12	0	53	131001157
3692	20233	A	골목상권	3110862	난곡초등학교(난곡동벽화마을)	188	1536	238	29	0	0	234	1049	374	79	46	21	0	51	168040665
9721	20211	A	골목상권	3110484	역촌역 3번	576	4461	1207	104	0	4	1534	3115	843	248	36	0	0	51	135977020
11420	20223	A	골목상권	3110443	수색역 1번	18	121	3	0	0	0	26	63	16	18	1	0	0	35	187971653
4138	20233	A	골목상권	3110964	싸리고개근린공원	65	253	187	93	56	88	0	83	95	60	86	15	338	91	797499635
2756	20232	A	골목상권	3110615	신서초등학교	94	619	206	38	36	0	105	450	86	80	15	8	155	58	310470807
565	20231	A	골목상권	3110147	능동우편취급국	210	1387	354	6	15	3	186	845	622	59	34	15	4	50	187589038

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

Space Separator

Open Punctuation

Close Punctuation

Lowercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample