gimi9 Pandas Profiling

Dataset statistics

Number of variables	18
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.6 MiB
Average record size in memory	165.0 B

Variable types

Numeric	10
Text	2
Categorical	4
Boolean	1
DateTime	1

Dataset

Description	매년 1월 1일 기준 청주시 소재 단독 및 다가구 주택 공시 가격 및 면적 , 대상지번 , 구분번호 (PNU) 등을 제공합니다. 매해 업데이트 되며 해당 내용은 현재 내용가 다를수있습니다.
URL	https://www.data.go.kr/data/3039559/fileData.do

Alerts

`기준년도` has constant value ""	Constant
`데이터기준일자` has constant value ""	Constant
`특수지구분코드` is highly overall correlated with `특수지구분명`	High correlation
`특수지구분명` is highly overall correlated with `특수지구분코드`	High correlation
`고유번호` is highly overall correlated with `법정동코드` and 1 other fields	High correlation
`법정동코드` is highly overall correlated with `고유번호` and 1 other fields	High correlation
`건축물대장고유번호` is highly overall correlated with `고유번호` and 1 other fields	High correlation
`동코드` is highly overall correlated with `동명`	High correlation
`동명` is highly overall correlated with `동코드`	High correlation
`토지대장면적` is highly overall correlated with `산정대지면적`	High correlation
`산정대지면적` is highly overall correlated with `토지대장면적`	High correlation
`건물전체연면적` is highly overall correlated with `건물산정연면적` and 1 other fields	High correlation
`건물산정연면적` is highly overall correlated with `건물전체연면적` and 1 other fields	High correlation
`주택가격` is highly overall correlated with `건물전체연면적` and 1 other fields	High correlation
`특수지구분코드` is highly imbalanced (96.8%)	Imbalance
`특수지구분명` is highly imbalanced (95.0%)	Imbalance
`기준월` is highly imbalanced (90.6%)	Imbalance
`표준지여부` is highly imbalanced (69.7%)	Imbalance
`토지대장면적` is highly skewed (γ1 = 70.80253514)	Skewed

Reproduction

Analysis started	2023-12-12 22:52:41.028766
Analysis finished	2023-12-12 22:52:56.397653
Duration	15.37 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

고유번호
Real number (ℝ)

HIGH CORRELATION

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3112664 × 10¹⁸

Minimum	4.31111 × 10¹⁸
Maximum	4.31143 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	4.31111 × 10¹⁸
5-th percentile	4.31111 × 10¹⁸
Q1	4.31114 × 10¹⁸
median	4.31131 × 10¹⁸
Q3	4.31133 × 10¹⁸
95-th percentile	4.31143 × 10¹⁸
Maximum	4.31143 × 10¹⁸
Range	3.2 × 10¹⁴
Interquartile range (IQR)	1.9 × 10¹⁴

Descriptive statistics

Standard deviation	1.1210898 × 10¹⁴
Coefficient of variation (CV)	2.6003724 × 10^-5
Kurtosis	-1.3443149
Mean	4.3112664 × 10¹⁸
Median Absolute Deviation (MAD)	1 × 10¹⁴
Skewness	0.021733998
Sum	2.6226397 × 10¹⁸
Variance	1.2568424 × 10²⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
4311310000000000000	1887	18.9%
4311210000000000000	1722	17.2%
4311110000000000000	1392	13.9%
4311410000000000000	1283	12.8%
4311430000000000000	1099	11.0%
4311130000000000000	1021	10.2%
4311330000000000000	854	8.5%
4311230000000000000	520	5.2%
4311140000000000000	222	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4311110000000000000	1392	13.9%
4311130000000000000	1021	10.2%
4311140000000000000	222	2.2%
4311210000000000000	1722	17.2%
4311230000000000000	520	5.2%
4311310000000000000	1887	18.9%
4311330000000000000	854	8.5%
4311410000000000000	1283	12.8%
4311430000000000000	1099	11.0%

Value	Count	Frequency (%)
4311430000000000000	1099	11.0%
4311410000000000000	1283	12.8%
4311330000000000000	854	8.5%
4311310000000000000	1887	18.9%
4311230000000000000	520	5.2%
4311210000000000000	1722	17.2%
4311140000000000000	222	2.2%
4311130000000000000	1021	10.2%
4311110000000000000	1392	13.9%

법정동코드
Real number (ℝ)

HIGH CORRELATION

Distinct	318
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3112668 × 10⁹

Minimum	4.3111101 × 10⁹
Maximum	4.311431 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	4.3111101 × 10⁹
5-th percentile	4.3111117 × 10⁹
Q1	4.311135 × 10⁹
median	4.3113104 × 10⁹
Q3	4.311332 × 10⁹
95-th percentile	4.3114253 × 10⁹
Maximum	4.311431 × 10⁹
Range	320946
Interquartile range (IQR)	197002

Descriptive statistics

Standard deviation	111077.85
Coefficient of variation (CV)	2.576455 × 10^-5
Kurtosis	-1.3561187
Mean	4.3112668 × 10⁹
Median Absolute Deviation (MAD)	100000
Skewness	0.012636931
Sum	4.3112668 × 10¹³
Variance	1.2338289 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4311311400	511	5.1%
4311410200	473	4.7%
4311311500	455	4.5%
4311210100	392	3.9%
4311410100	368	3.7%
4311210700	330	3.3%
4311210300	322	3.2%
4311311300	269	2.7%
4311112400	255	2.5%
4311210200	253	2.5%
Other values (308)	6372	63.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4311110100	27	0.3%
4311110200	7	0.1%
4311110300	12	0.1%
4311110400	9	0.1%
4311110500	35	0.4%
4311110600	8	0.1%
4311110700	5	0.1%
4311110800	53	0.5%
4311110900	22	0.2%
4311111000	43	0.4%

Value	Count	Frequency (%)
4311431046	1	< 0.1%
4311431045	3	< 0.1%
4311431044	15	0.1%
4311431043	5	0.1%
4311431042	18	0.2%
4311431041	7	0.1%
4311431040	15	0.1%
4311431039	12	0.1%
4311431038	18	0.2%
4311431037	24	0.2%

법정동명
Text

Distinct	318
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	19
Median length	11
Mean length	12.4866
Min length	10

Characters and Unicode

Total characters	124866
Distinct characters	177
Distinct categories	5 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	6 ?
Unique (%)	0.1%

Sample

1st row	청주시 서원구 사창동
2nd row	청주시 청원구 내수읍 세교리
3rd row	청주시 상당구 미원면 종암리
4th row	청주시 흥덕구 가경동
5th row	청주시 서원구 남이면 석판리

Value	Count	Frequency (%)
청주시	10000	29.7%
흥덕구	2741	8.1%
상당구	2635	7.8%
청원구	2382	7.1%
서원구	2242	6.6%
오창읍	520	1.5%
복대동	511	1.5%
내덕동	473	1.4%
봉명동	455	1.3%
사직동	392	1.2%
Other values (319)	11365	33.7%

Most occurring characters

Value	Count	Frequency (%)
	23751	19.0%
청	12547	10.0%
주	10157	8.1%
구	10156	8.1%
시	10033	8.0%
동	6468	5.2%
원	5101	4.1%
리	3716	3.0%
덕	3546	2.8%
상	2815	2.3%
Other values (167)	36576	29.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	101000	80.9%
Space Separator	23751	19.0%
Decimal Number	71	0.1%
Close Punctuation	22	< 0.1%
Open Punctuation	22	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
청	12547	12.4%
주	10157	10.1%
구	10156	10.1%
시	10033	9.9%
동	6468	6.4%
원	5101	5.1%
리	3716	3.7%
덕	3546	3.5%
상	2815	2.8%
흥	2741	2.7%
Other values (161)	33720	33.4%

Decimal Number

Value	Count	Frequency (%)
1	42	59.2%
2	20	28.2%
3	9	12.7%

Space Separator

Value	Count	Frequency (%)
	23751	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	22	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	100956	80.9%
Common	23866	19.1%
Han	44	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
청	12547	12.4%
주	10157	10.1%
구	10156	10.1%
시	10033	9.9%
동	6468	6.4%
원	5101	5.1%
리	3716	3.7%
덕	3546	3.5%
상	2815	2.8%
흥	2741	2.7%
Other values (156)	33676	33.4%

Common

Value	Count	Frequency (%)
	23751	99.5%
1	42	0.2%
)	22	0.1%
(	22	0.1%
2	20	0.1%
3	9	< 0.1%

Han

Value	Count	Frequency (%)
岩	21	47.7%
岐	12	27.3%
基	9	20.5%
華	1	2.3%
山	1	2.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	100956	80.9%
ASCII	23866	19.1%
CJK	44	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	23751	99.5%
1	42	0.2%
)	22	0.1%
(	22	0.1%
2	20	0.1%
3	9	< 0.1%

Hangul

Value	Count	Frequency (%)
청	12547	12.4%
주	10157	10.1%
구	10156	10.1%
시	10033	9.9%
동	6468	6.4%
원	5101	5.1%
리	3716	3.7%
덕	3546	3.5%
상	2815	2.8%
흥	2741	2.7%
Other values (156)	33676	33.4%

CJK

Value	Count	Frequency (%)
岩	21	47.7%
岐	12	27.3%
基	9	20.5%
華	1	2.3%
山	1	2.3%

특수지구분코드
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

1	9944
2	55
6	1

Length

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	9944	99.4%
2	55	0.5%
6	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9944	99.4%
2	55	0.5%
6	1	< 0.1%

특수지구분명
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

일반	9944
산	56

Length

Max length	2
Median length	2
Mean length	1.9944
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	일반
2nd row	일반
3rd row	일반
4th row	일반
5th row	일반

Common Values

Value	Count	Frequency (%)
일반	9944	99.4%
산	56	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반	9944	99.4%
산	56	0.6%

지번
Text

Distinct	7791
Distinct (%)	77.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	8
Median length	7
Mean length	5.2039
Min length	1

Characters and Unicode

Total characters	52039
Distinct characters	39
Distinct categories	7 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	6269 ?
Unique (%)	62.7%

Sample

1st row	305-32
2nd row	Jan-67
3rd row	281-2
4th row	1503-12
5th row	Jun-98

Value	Count	Frequency (%)
01월	33	0.3%
03월	17	0.2%
02월	16	0.2%
07월	14	0.1%
22일	12	0.1%
05월	11	0.1%
02일	11	0.1%
06월	10	0.1%
01일	10	0.1%
19일	9	0.1%
Other values (7314)	9993	98.6%

Most occurring characters

Value	Count	Frequency (%)
1	7752	14.9%
-	6997	13.4%
2	5750	11.0%
3	4543	8.7%
	4534	8.7%
4	3703	7.1%
6	3227	6.2%
5	3223	6.2%
7	2869	5.5%
0	2754	5.3%
Other values (29)	6687	12.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	39119	75.2%
Dash Punctuation	6997	13.4%
Space Separator	4534	8.7%
Lowercase Letter	744	1.4%
Uppercase Letter	372	0.7%
Other Letter	272	0.5%
Close Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	176	23.7%
n	129	17.3%
e	98	13.2%
b	76	10.2%
r	70	9.4%
u	55	7.4%
p	41	5.5%
y	29	3.9%
c	18	2.4%
g	16	2.2%
Other values (4)	36	4.8%

Decimal Number

Value	Count	Frequency (%)
1	7752	19.8%
2	5750	14.7%
3	4543	11.6%
4	3703	9.5%
6	3227	8.2%
5	3223	8.2%
7	2869	7.3%
0	2754	7.0%
8	2736	7.0%
9	2562	6.5%

Uppercase Letter

Value	Count	Frequency (%)
J	144	38.7%
F	76	20.4%
M	71	19.1%
A	44	11.8%
S	13	3.5%
D	9	2.4%
O	9	2.4%
N	6	1.6%

Other Letter

Value	Count	Frequency (%)
월	135	49.6%
일	135	49.6%
花	1	0.4%
山	1	0.4%

Dash Punctuation

Value	Count	Frequency (%)
-	6997	100.0%

Space Separator

Value	Count	Frequency (%)
	4534	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	50651	97.3%
Latin	1116	2.1%
Hangul	270	0.5%
Han	2	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	176	15.8%
J	144	12.9%
n	129	11.6%
e	98	8.8%
F	76	6.8%
b	76	6.8%
M	71	6.4%
r	70	6.3%
u	55	4.9%
A	44	3.9%
Other values (12)	177	15.9%

Common

Value	Count	Frequency (%)
1	7752	15.3%
-	6997	13.8%
2	5750	11.4%
3	4543	9.0%
	4534	9.0%
4	3703	7.3%
6	3227	6.4%
5	3223	6.4%
7	2869	5.7%
0	2754	5.4%
Other values (3)	5299	10.5%

Hangul

Value	Count	Frequency (%)
월	135	50.0%
일	135	50.0%

Han

Value	Count	Frequency (%)
花	1	50.0%
山	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51767	99.5%
Hangul	270	0.5%
CJK	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	7752	15.0%
-	6997	13.5%
2	5750	11.1%
3	4543	8.8%
	4534	8.8%
4	3703	7.2%
6	3227	6.2%
5	3223	6.2%
7	2869	5.5%
0	2754	5.3%
Other values (25)	6415	12.4%

Hangul

Value	Count	Frequency (%)
월	135	50.0%
일	135	50.0%

CJK

Value	Count	Frequency (%)
花	1	50.0%
山	1	50.0%

건축물대장고유번호
Real number (ℝ)

HIGH CORRELATION

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3112664 × 10¹⁸

Minimum	4.31111 × 10¹⁸
Maximum	4.31143 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	4.31111 × 10¹⁸
5-th percentile	4.31111 × 10¹⁸
Q1	4.31114 × 10¹⁸
median	4.31131 × 10¹⁸
Q3	4.31133 × 10¹⁸
95-th percentile	4.31143 × 10¹⁸
Maximum	4.31143 × 10¹⁸
Range	3.2 × 10¹⁴
Interquartile range (IQR)	1.9 × 10¹⁴

Descriptive statistics

Standard deviation	1.1210898 × 10¹⁴
Coefficient of variation (CV)	2.6003724 × 10^-5
Kurtosis	-1.3443149
Mean	4.3112664 × 10¹⁸
Median Absolute Deviation (MAD)	1 × 10¹⁴
Skewness	0.021733998
Sum	2.6226397 × 10¹⁸
Variance	1.2568424 × 10²⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
4311310000000000000	1887	18.9%
4311210000000000000	1722	17.2%
4311110000000000000	1392	13.9%
4311410000000000000	1283	12.8%
4311430000000000000	1099	11.0%
4311130000000000000	1021	10.2%
4311330000000000000	854	8.5%
4311230000000000000	520	5.2%
4311140000000000000	222	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4311110000000000000	1392	13.9%
4311130000000000000	1021	10.2%
4311140000000000000	222	2.2%
4311210000000000000	1722	17.2%
4311230000000000000	520	5.2%
4311310000000000000	1887	18.9%
4311330000000000000	854	8.5%
4311410000000000000	1283	12.8%
4311430000000000000	1099	11.0%

Value	Count	Frequency (%)
4311430000000000000	1099	11.0%
4311410000000000000	1283	12.8%
4311330000000000000	854	8.5%
4311310000000000000	1887	18.9%
4311230000000000000	520	5.2%
4311210000000000000	1722	17.2%
4311140000000000000	222	2.2%
4311130000000000000	1021	10.2%
4311110000000000000	1392	13.9%

기준년도
Categorical

CONSTANT

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

2022	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022
2nd row	2022
3rd row	2022
4th row	2022
5th row	2022

Common Values

Value	Count	Frequency (%)
2022	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022	10000	100.0%

기준월
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

1	9880
6	120

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	9880	98.8%
6	120	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9880	98.8%
6	120	1.2%

동코드
Real number (ℝ)

HIGH CORRELATION

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5173

Minimum	0
Maximum	107
Zeros	45
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	107
Range	107
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8.1752299
Coefficient of variation (CV)	3.2476184
Kurtosis	31.700332
Mean	2.5173
Median Absolute Deviation (MAD)	0
Skewness	5.7180304
Sum	25173
Variance	66.834384
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	8937	89.4%
2	497	5.0%
50	280	2.8%
3	113	1.1%
4	53	0.5%
0	45	0.4%
5	25	0.2%
6	16	0.2%
7	10	0.1%
10	9	0.1%
Other values (8)	15	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	45	0.4%
1	8937	89.4%
2	497	5.0%
3	113	1.1%
4	53	0.5%
5	25	0.2%
6	16	0.2%
7	10	0.1%
8	5	0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
107	1	< 0.1%
52	1	< 0.1%
50	280	2.8%
25	1	< 0.1%
19	1	< 0.1%
16	1	< 0.1%
15	1	< 0.1%
10	9	0.1%
9	4	< 0.1%
8	5	0.1%

동명
Real number (ℝ)

HIGH CORRELATION

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5173

Minimum	0
Maximum	107
Zeros	45
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	107
Range	107
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8.1752299
Coefficient of variation (CV)	3.2476184
Kurtosis	31.700332
Mean	2.5173
Median Absolute Deviation (MAD)	0
Skewness	5.7180304
Sum	25173
Variance	66.834384
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	8937	89.4%
2	497	5.0%
50	280	2.8%
3	113	1.1%
4	53	0.5%
0	45	0.4%
5	25	0.2%
6	16	0.2%
7	10	0.1%
10	9	0.1%
Other values (8)	15	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	45	0.4%
1	8937	89.4%
2	497	5.0%
3	113	1.1%
4	53	0.5%
5	25	0.2%
6	16	0.2%
7	10	0.1%
8	5	0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
107	1	< 0.1%
52	1	< 0.1%
50	280	2.8%
25	1	< 0.1%
19	1	< 0.1%
16	1	< 0.1%
15	1	< 0.1%
10	9	0.1%
9	4	< 0.1%
8	5	0.1%

토지대장면적
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	3233
Distinct (%)	32.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	793.39186

Minimum	26.8
Maximum	1218409
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	26.8
5-th percentile	127.585
Q1	189
median	266
Q3	505
95-th percentile	1442
Maximum	1218409
Range	1218382.2
Interquartile range (IQR)	316

Descriptive statistics

Standard deviation	14248.803
Coefficient of variation (CV)	17.959351
Kurtosis	5632.9039
Mean	793.39186
Median Absolute Deviation (MAD)	106
Skewness	70.802535
Sum	7933918.6
Variance	2.0302837 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
660.0	101	1.0%
198.0	34	0.3%
155.0	33	0.3%
145.0	32	0.3%
195.0	31	0.3%
192.0	30	0.3%
162.0	29	0.3%
330.0	28	0.3%
165.0	27	0.3%
182.0	27	0.3%
Other values (3223)	9628	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
26.8	1	< 0.1%
31.4	1	< 0.1%
33.0	1	< 0.1%
33.1	1	< 0.1%
36.7	1	< 0.1%
43.0	1	< 0.1%
44.3	1	< 0.1%
46.3	1	< 0.1%
49.0	2	< 0.1%
49.9	1	< 0.1%

Value	Count	Frequency (%)
1218409.0	1	< 0.1%
567806.0	1	< 0.1%
371548.0	1	< 0.1%
164090.0	1	< 0.1%
131339.0	1	< 0.1%
94339.0	1	< 0.1%
88860.0	1	< 0.1%
76760.0	1	< 0.1%
58711.0	1	< 0.1%
43000.0	1	< 0.1%

산정대지면적
Real number (ℝ)

HIGH CORRELATION

Distinct	5099
Distinct (%)	51.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	316.24374

Minimum	5.31
Maximum	2955
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	5.31
5-th percentile	72
Q1	154
median	226.85
Q3	416
95-th percentile	784.43
Maximum	2955
Range	2949.69
Interquartile range (IQR)	262

Descriptive statistics

Standard deviation	242.70053
Coefficient of variation (CV)	0.76744771
Kurtosis	5.7286585
Mean	316.24374
Median Absolute Deviation (MAD)	98.85
Skewness	1.9098459
Sum	3162437.4
Variance	58903.548
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
660.0	91	0.9%
145.0	31	0.3%
330.0	30	0.3%
198.0	29	0.3%
162.0	27	0.3%
155.0	24	0.2%
192.0	24	0.2%
350.0	23	0.2%
165.0	22	0.2%
397.0	21	0.2%
Other values (5089)	9678	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.31	1	< 0.1%
10.78	1	< 0.1%
13.54	1	< 0.1%
13.95	1	< 0.1%
14.12	1	< 0.1%
14.95	1	< 0.1%
15.03	1	< 0.1%
16.34	1	< 0.1%
17.13	1	< 0.1%
17.34	1	< 0.1%

Value	Count	Frequency (%)
2955.0	1	< 0.1%
2056.0	1	< 0.1%
1951.0	1	< 0.1%
1852.0	1	< 0.1%
1817.0	1	< 0.1%
1795.0	1	< 0.1%
1768.0	1	< 0.1%
1743.0	1	< 0.1%
1709.0	1	< 0.1%
1701.73	1	< 0.1%

건물전체연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	8080
Distinct (%)	80.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	220.93399

Minimum	9.92
Maximum	3135.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	9.92
5-th percentile	52.5
Q1	88.6625
median	141.68
Q3	290.2725
95-th percentile	619.6505
Maximum	3135.8
Range	3125.88
Interquartile range (IQR)	201.61

Descriptive statistics

Standard deviation	209.23746
Coefficient of variation (CV)	0.94705872
Kurtosis	17.100854
Mean	220.93399
Median Absolute Deviation (MAD)	65.325
Skewness	2.9341558
Sum	2209339.9
Variance	43780.316
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.0	18	0.2%
66.0	12	0.1%
40.0	10	0.1%
54.0	10	0.1%
81.0	9	0.1%
99.72	9	0.1%
84.96	8	0.1%
72.0	8	0.1%
90.0	8	0.1%
49.59	8	0.1%
Other values (8070)	9900	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.92	1	< 0.1%
11.08	1	< 0.1%
13.23	1	< 0.1%
14.6	1	< 0.1%
16.5	1	< 0.1%
18.0	2	< 0.1%
18.18	1	< 0.1%
18.5	1	< 0.1%
18.88	1	< 0.1%
19.0	1	< 0.1%

Value	Count	Frequency (%)
3135.8	1	< 0.1%
2865.01	1	< 0.1%
2637.16	1	< 0.1%
2138.68	1	< 0.1%
2116.02	1	< 0.1%
1988.09	1	< 0.1%
1968.13	1	< 0.1%
1961.01	1	< 0.1%
1941.88	1	< 0.1%
1925.96	1	< 0.1%

건물산정연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	7801
Distinct (%)	78.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	178.49301

Minimum	7.58
Maximum	1961.01
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	7.58
5-th percentile	49.8
Q1	84.1
median	123.6
Q3	205.3875
95-th percentile	525.849
Maximum	1961.01
Range	1953.43
Interquartile range (IQR)	121.2875

Descriptive statistics

Standard deviation	153.60246
Coefficient of variation (CV)	0.86055169
Kurtosis	6.8781026
Mean	178.49301
Median Absolute Deviation (MAD)	50.12
Skewness	2.2725833
Sum	1784930.1
Variance	23593.715
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.0	18	0.2%
66.0	13	0.1%
99.72	11	0.1%
72.0	10	0.1%
40.0	10	0.1%
84.78	9	0.1%
81.0	9	0.1%
84.0	9	0.1%
54.0	9	0.1%
65.0	9	0.1%
Other values (7791)	9893	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.58	1	< 0.1%
8.79	1	< 0.1%
9.92	1	< 0.1%
10.44	1	< 0.1%
11.08	1	< 0.1%
11.55	1	< 0.1%
13.23	1	< 0.1%
14.35	1	< 0.1%
14.6	1	< 0.1%
14.88	1	< 0.1%

Value	Count	Frequency (%)
1961.01	1	< 0.1%
1559.45	1	< 0.1%
1133.95	1	< 0.1%
998.41	1	< 0.1%
930.99	1	< 0.1%
906.17	1	< 0.1%
898.76	1	< 0.1%
898.53	1	< 0.1%
896.8	1	< 0.1%
895.39	1	< 0.1%

주택가격
Real number (ℝ)

HIGH CORRELATION

Distinct	1518
Distinct (%)	15.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4480381 × 10⁸

Minimum	581000
Maximum	9.63 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	581000
5-th percentile	26995000
Q1	59700000
median	96250000
Q3	1.69 × 10⁸
95-th percentile	4.491 × 10⁸
Maximum	9.63 × 10⁸
Range	9.62419 × 10⁸
Interquartile range (IQR)	1.093 × 10⁸

Descriptive statistics

Standard deviation	1.3619569 × 10⁸
Coefficient of variation (CV)	0.94055322
Kurtosis	4.3535301
Mean	1.4480381 × 10⁸
Median Absolute Deviation (MAD)	44750000
Skewness	2.033139
Sum	1.4480381 × 10¹²
Variance	1.8549267 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100000000	60	0.6%
110000000	56	0.6%
104000000	56	0.6%
103000000	55	0.5%
108000000	54	0.5%
124000000	49	0.5%
105000000	48	0.5%
101000000	48	0.5%
121000000	47	0.5%
111000000	47	0.5%
Other values (1508)	9480	94.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
581000	1	< 0.1%
894000	1	< 0.1%
903000	1	< 0.1%
970000	1	< 0.1%
1230000	1	< 0.1%
1270000	1	< 0.1%
1450000	1	< 0.1%
1490000	1	< 0.1%
1620000	1	< 0.1%
1760000	1	< 0.1%

Value	Count	Frequency (%)
963000000	1	< 0.1%
962000000	1	< 0.1%
936000000	1	< 0.1%
913000000	2	< 0.1%
897000000	1	< 0.1%
868000000	1	< 0.1%
861000000	1	< 0.1%
823000000	1	< 0.1%
820000000	1	< 0.1%
804000000	1	< 0.1%

표준지여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	9461
True	539

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9461	94.6%
True	539	5.4%

데이터기준일자
Date

CONSTANT

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

Minimum	2022-01-01 00:00:00
Maximum	2022-01-01 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Heatmap
Table

	고유번호	법정동코드	특수지구분코드	특수지구분명	건축물대장고유번호	기준월	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	표준지여부
고유번호	1.000	1.000	0.061	0.061	1.000	0.060	0.110	0.110	0.022	0.432	0.253	0.197	0.322	0.020
법정동코드	1.000	1.000	0.021	0.044	1.000	0.062	0.120	0.120	0.000	0.193	0.086	0.211	0.280	0.026
특수지구분코드	0.061	0.021	1.000	1.000	0.061	0.005	0.000	0.000	0.271	0.035	0.077	0.051	0.120	0.000
특수지구분명	0.061	0.044	1.000	1.000	0.061	0.003	0.000	0.000	0.243	0.051	0.019	0.042	0.064	0.000
건축물대장고유번호	1.000	1.000	0.061	0.061	1.000	0.060	0.110	0.110	0.022	0.432	0.253	0.197	0.322	0.020
기준월	0.060	0.062	0.005	0.003	0.060	1.000	0.003	0.003	0.000	0.069	0.000	0.055	0.112	0.028
동코드	0.110	0.120	0.000	0.000	0.110	0.003	1.000	1.000	0.000	0.000	0.135	0.155	0.290	0.029
동명	0.110	0.120	0.000	0.000	0.110	0.003	1.000	1.000	0.000	0.000	0.135	0.155	0.290	0.029
토지대장면적	0.022	0.000	0.271	0.243	0.022	0.000	0.000	0.000	1.000	0.033	0.000	0.000	0.000	0.000
산정대지면적	0.432	0.193	0.035	0.051	0.432	0.069	0.000	0.000	0.033	1.000	0.204	0.310	0.171	0.040
건물전체연면적	0.253	0.086	0.077	0.019	0.253	0.000	0.135	0.135	0.000	0.204	1.000	0.684	0.582	0.000
건물산정연면적	0.197	0.211	0.051	0.042	0.197	0.055	0.155	0.155	0.000	0.310	0.684	1.000	0.716	0.123
주택가격	0.322	0.280	0.120	0.064	0.322	0.112	0.290	0.290	0.000	0.171	0.582	0.716	1.000	0.000
표준지여부	0.020	0.026	0.000	0.000	0.020	0.028	0.029	0.029	0.000	0.040	0.000	0.123	0.000	1.000

Heatmap
Table

	특수지구분코드	특수지구분명	기준월	표준지여부
특수지구분코드	1.000	1.000	0.009	0.000
특수지구분명	1.000	1.000	0.002	0.000
기준월	0.009	0.002	1.000	0.018
표준지여부	0.000	0.000	0.018	1.000

Heatmap
Table

	고유번호	법정동코드	건축물대장고유번호	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	특수지구분코드	특수지구분명	기준월	표준지여부
고유번호	1.000	0.990	1.000	0.007	0.007	0.132	0.157	0.022	0.043	0.075	0.019	0.029	0.041	0.017
법정동코드	0.990	1.000	0.990	0.012	0.012	0.162	0.186	0.026	0.052	0.088	0.019	0.029	0.041	0.017
건축물대장고유번호	1.000	0.990	1.000	0.007	0.007	0.132	0.157	0.022	0.043	0.075	0.019	0.029	0.041	0.017
동코드	0.007	0.012	0.007	1.000	1.000	0.196	0.101	-0.046	-0.033	0.062	0.000	0.000	0.003	0.036
동명	0.007	0.012	0.007	1.000	1.000	0.196	0.101	-0.046	-0.033	0.062	0.000	0.000	0.003	0.036
토지대장면적	0.132	0.162	0.132	0.196	0.196	1.000	0.816	-0.034	-0.010	0.138	0.212	0.297	0.000	0.000
산정대지면적	0.157	0.186	0.157	0.101	0.101	0.816	1.000	-0.153	0.048	0.204	0.022	0.038	0.052	0.030
건물전체연면적	0.022	0.026	0.022	-0.046	-0.046	-0.034	-0.153	1.000	0.896	0.655	0.033	0.019	0.000	0.000
건물산정연면적	0.043	0.052	0.043	-0.033	-0.033	-0.010	0.048	0.896	1.000	0.752	0.032	0.031	0.041	0.092
주택가격	0.075	0.088	0.075	0.062	0.062	0.138	0.204	0.655	0.752	1.000	0.071	0.049	0.086	0.000
특수지구분코드	0.019	0.019	0.019	0.000	0.000	0.212	0.022	0.033	0.032	0.071	1.000	1.000	0.009	0.000
특수지구분명	0.029	0.029	0.029	0.000	0.000	0.297	0.038	0.019	0.031	0.049	1.000	1.000	0.002	0.000
기준월	0.041	0.041	0.041	0.003	0.003	0.000	0.052	0.000	0.041	0.086	0.009	0.002	1.000	0.018
표준지여부	0.017	0.017	0.017	0.036	0.036	0.000	0.030	0.000	0.092	0.000	0.000	0.000	0.018	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

	고유번호	법정동코드	법정동명	특수지구분코드	특수지구분명	지번	건축물대장고유번호	기준년도	기준월	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	표준지여부	데이터기준일자
21573	4311210000000000000	4311210200	청주시 서원구 사창동	1	일반	305-32	4311210000000000000	2022	1	1	1	262.1	57.74	738.27	199.98	61500000	N	2022-01-01
60469	4311430000000000000	4311425027	청주시 청원구 내수읍 세교리	1	일반	Jan-67	4311430000000000000	2022	1	1	1	757.0	757.0	115.5	115.5	131000000	N	2022-01-01
11493	4311130000000000000	4311132036	청주시 상당구 미원면 종암리	1	일반	281-2	4311130000000000000	2022	1	1	1	1455.0	1455.0	56.0	56.0	63800000	N	2022-01-01
35145	4311310000000000000	4311311300	청주시 흥덕구 가경동	1	일반	1503-12	4311310000000000000	2022	1	1	1	190.0	190.0	402.78	402.78	265000000	N	2022-01-01
30405	4311230000000000000	4311231034	청주시 서원구 남이면 석판리	1	일반	Jun-98	4311230000000000000	2022	1	1	1	665.0	665.0	129.52	129.52	245000000	N	2022-01-01
25835	4311210000000000000	4311210700	청주시 서원구 수곡동	1	일반	47-11	4311210000000000000	2022	1	1	1	113.9	113.9	140.25	140.25	53700000	N	2022-01-01
13736	4311130000000000000	4311133031	청주시 상당구 가덕면 병암리	2	산	02월 17일	4311130000000000000	2022	6	1	1	43000.0	356.4	71.28	71.28	21800000	N	2022-01-01
33832	4311310000000000000	4311311300	청주시 흥덕구 가경동	1	일반	309-2	4311310000000000000	2022	1	1	1	309.0	309.0	128.76	128.76	175000000	N	2022-01-01
56585	4311410000000000000	4311410200	청주시 청원구 내덕동	1	일반	729-12	4311410000000000000	2022	1	1	1	140.0	140.0	81.58	81.58	46300000	N	2022-01-01
8858	4311110000000000000	4311112900	청주시 상당구 운동동	1	일반	214-1	4311110000000000000	2022	1	1	1	608.0	247.21	152.87	62.15	75900000	N	2022-01-01

	고유번호	법정동코드	법정동명	특수지구분코드	특수지구분명	지번	건축물대장고유번호	기준년도	기준월	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	표준지여부	데이터기준일자
57207	4311410000000000000	4311410300	청주시 청원구 율량동	1	일반	1313	4311410000000000000	2022	6	1	1	273.0	142.64	199.83	104.41	162000000	N	2022-01-01
10639	4311130000000000000	4311132024	청주시 상당구 미원면 내산리	1	일반	136-1	4311130000000000000	2022	1	1	1	660.0	551.76	149.3	124.82	65900000	N	2022-01-01
62234	4311430000000000000	4311425327	청주시 청원구 오창읍 원리	1	일반	247-32	4311430000000000000	2022	6	1	1	477.0	477.0	189.36	189.36	239000000	N	2022-01-01
51037	4311330000000000000	4311332035	청주시 흥덕구 옥산면 국사리	1	일반	400	4311330000000000000	2022	1	1	1	481.0	481.0	184.71	184.71	92100000	N	2022-01-01
10522	4311130000000000000	4311132023	청주시 상당구 미원면 중리	1	일반	173-3	4311130000000000000	2022	1	1	1	652.0	652.0	86.12	86.12	41800000	N	2022-01-01
21305	4311210000000000000	4311210200	청주시 서원구 사창동	1	일반	266-14	4311210000000000000	2022	1	1	1	124.0	55.48	131.25	59.39	56400000	N	2022-01-01
50140	4311330000000000000	4311332025	청주시 흥덕구 옥산면 가락리	1	일반	134-2	4311330000000000000	2022	1	1	1	695.0	695.0	141.6	141.6	68700000	N	2022-01-01
18910	4311210000000000000	4311210100	청주시 서원구 사직동	1	일반	262-4	4311210000000000000	2022	1	1	1	203.6	203.6	134.85	134.85	88400000	N	2022-01-01
39125	4311310000000000000	4311311500	청주시 흥덕구 봉명동	1	일반	203-6	4311310000000000000	2022	1	1	1	158.5	158.5	146.96	146.96	72700000	N	2022-01-01
23198	4311210000000000000	4311210300	청주시 서원구 모충동	1	일반	252-1	4311210000000000000	2022	1	1	1	145.0	145.0	328.04	328.04	192000000	N	2022-01-01

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

CJK

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Uppercase Letter

Other Letter

Dash Punctuation

Space Separator

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Hangul

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

CJK

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample