gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.5 MiB
Average record size in memory	157.0 B

Variable types

Categorical	6
Numeric	9
Text	1
Boolean	1

Dataset

Description	전북특별자치도 전주시 개별주택가격정보를 제공하며, 고유번호, 법정동명, 지번, 기준연도, 토지대장면적, 주택가격 등을 제공합니다.항목 : 고유번호, 법정동코드, 법정동명, 특수지구분코드, 특수지구분명, 지번, 건축물대장고유번호, 기준연도, 기준월, 동코드, 동명, 토지대장면적, 산정대지면적, 건물전체연면적, 건물산정연면적, 주택가격, 표준지여부
Author	전북특별자치도 전주시
URL	https://www.data.go.kr/data/3069068/fileData.do

Alerts

`고유번호` has constant value ""	Constant
`건축물대장고유번호` has constant value ""	Constant
`특수지구분명` is highly overall correlated with `토지대장면적` and 1 other fields	High correlation
`특수지구분코드` is highly overall correlated with `토지대장면적` and 1 other fields	High correlation
`법정동코드` is highly overall correlated with `법정동명`	High correlation
`동코드` is highly overall correlated with `동명` and 1 other fields	High correlation
`동명` is highly overall correlated with `동코드` and 1 other fields	High correlation
`토지대장면적` is highly overall correlated with `산정대지면적` and 3 other fields	High correlation
`산정대지면적` is highly overall correlated with `토지대장면적` and 1 other fields	High correlation
`건물전체연면적` is highly overall correlated with `건물산정연면적`	High correlation
`건물산정연면적` is highly overall correlated with `건물전체연면적` and 1 other fields	High correlation
`주택가격` is highly overall correlated with `토지대장면적` and 2 other fields	High correlation
`법정동명` is highly overall correlated with `법정동코드`	High correlation
`표준지여부` is highly overall correlated with `동코드` and 1 other fields	High correlation
`특수지구분코드` is highly imbalanced (97.2%)	Imbalance
`특수지구분명` is highly imbalanced (97.2%)	Imbalance
`기준월` is highly imbalanced (95.2%)	Imbalance
`표준지여부` is highly imbalanced (74.0%)	Imbalance
`산정대지면적` has 196 (2.0%) zeros	Zeros
`건물산정연면적` has 189 (1.9%) zeros	Zeros

Reproduction

Analysis started	2024-03-15 01:55:54.478415
Analysis finished	2024-03-15 01:56:23.099140
Duration	28.62 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

고유번호
Categorical

CONSTANT

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

4510000000000000000	10000

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4510000000000000000
2nd row	4510000000000000000
3rd row	4510000000000000000
4th row	4510000000000000000
5th row	4510000000000000000

Common Values

Value	Count	Frequency (%)
4510000000000000000	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4510000000000000000	10000	100.0%

법정동코드
Real number (ℝ)

HIGH CORRELATION

Distinct	20
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.2111115 × 10⁹

Minimum	5.2111101 × 10⁹
Maximum	5.211112 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	5.2111101 × 10⁹
5-th percentile	5.2111104 × 10⁹
Q1	5.211111 × 10⁹
median	5.2111117 × 10⁹
Q3	5.2111119 × 10⁹
95-th percentile	5.211112 × 10⁹
Maximum	5.211112 × 10⁹
Range	1900
Interquartile range (IQR)	900

Descriptive statistics

Standard deviation	530.2974
Coefficient of variation (CV)	1.0176282 × 10^-7
Kurtosis	-0.43902055
Mean	5.2111115 × 10⁹
Median Absolute Deviation (MAD)	200
Skewness	-0.89063312
Sum	5.2111115 × 10¹³
Variance	281215.34
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
5211111900	2555	25.6%
5211111800	1322	13.2%
5211112000	842	8.4%
5211111700	729	7.3%
5211111000	714	7.1%
5211111600	513	5.1%
5211110700	473	4.7%
5211111100	452	4.5%
5211110400	274	2.7%
5211111400	268	2.7%
Other values (10)	1858	18.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5211110100	177	1.8%
5211110200	74	0.7%
5211110300	134	1.3%
5211110400	274	2.7%
5211110500	152	1.5%
5211110600	135	1.4%
5211110700	473	4.7%
5211110800	247	2.5%
5211110900	252	2.5%
5211111000	714	7.1%

Value	Count	Frequency (%)
5211112000	842	8.4%
5211111900	2555	25.6%
5211111800	1322	13.2%
5211111700	729	7.3%
5211111600	513	5.1%
5211111500	210	2.1%
5211111400	268	2.7%
5211111300	216	2.2%
5211111200	261	2.6%
5211111100	452	4.5%

법정동명
Categorical

HIGH CORRELATION

Distinct	20
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

전북특별자치도 전주시 완산구 태평동	2555
전북특별자치도 전주시 완산구 교동	1322
전북특별자치도 전주시 완산구 중노송동	842
전북특별자치도 전주시 완산구 고사동	729
전북특별자치도 전주시 완산구 풍남동3가	714
Other values (15)	3838

Length

Max length	21
Median length	20
Mean length	19.7007
Min length	18

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	전북특별자치도 전주시 완산구 태평동
2nd row	전북특별자치도 전주시 완산구 고사동
3rd row	전북특별자치도 전주시 완산구 경원동3가
4th row	전북특별자치도 전주시 완산구 중노송동
5th row	전북특별자치도 전주시 완산구 고사동

Common Values

Value	Count	Frequency (%)
전북특별자치도 전주시 완산구 태평동	2555	25.6%
전북특별자치도 전주시 완산구 교동	1322	13.2%
전북특별자치도 전주시 완산구 중노송동	842	8.4%
전북특별자치도 전주시 완산구 고사동	729	7.3%
전북특별자치도 전주시 완산구 풍남동3가	714	7.1%
전북특별자치도 전주시 완산구 다가동4가	513	5.1%
전북특별자치도 전주시 완산구 경원동3가	473	4.7%
전북특별자치도 전주시 완산구 전동	452	4.5%
전북특별자치도 전주시 완산구 중앙동4가	274	2.7%
전북특별자치도 전주시 완산구 다가동2가	268	2.7%
Other values (10)	1858	18.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
전북특별자치도	10000	25.0%
전주시	10000	25.0%
완산구	10000	25.0%
태평동	2555	6.4%
교동	1322	3.3%
중노송동	842	2.1%
고사동	729	1.8%
풍남동3가	714	1.8%
다가동4가	513	1.3%
경원동3가	473	1.2%
Other values (13)	2852	7.1%

특수지구분코드
Categorical

HIGH CORRELATION IMBALANCE

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

1	9972
2	28

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	9972	99.7%
2	28	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9972	99.7%
2	28	0.3%

특수지구분명
Categorical

HIGH CORRELATION IMBALANCE

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

일반	9972
산	28

Length

Max length	2
Median length	2
Mean length	1.9972
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	9972	99.7%
산	28	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반	9972	99.7%
산	28	0.3%

지번
Text

Distinct	2779
Distinct (%)	27.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	6
Mean length	5.4303
Min length	1

Characters and Unicode

Total characters	54303
Distinct characters	36
Distinct categories	6 ?
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	577 ?
Unique (%)	5.8%

Sample

1st row	127-2
2nd row	409-5
3rd row	Feb-82
4th row	221-13
5th row	324-48

Value	Count	Frequency (%)
01월	254	2.2%
03월	174	1.5%
02월	165	1.4%
09월	142	1.2%
10월	141	1.2%
12월	122	1.1%
11월	104	0.9%
05월	102	0.9%
04월	100	0.9%
01일	96	0.8%
Other values (2521)	10167	87.9%

Most occurring characters

Value	Count	Frequency (%)
-	7423	13.7%
1	7036	13.0%
2	5571	10.3%
3	3736	6.9%
0	3708	6.8%
4	3036	5.6%
5	2678	4.9%
6	2530	4.7%
8	2391	4.4%
9	2166	4.0%
Other values (26)	14028	25.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34982	64.4%
Dash Punctuation	7423	13.7%
Lowercase Letter	4798	8.8%
Other Letter	3134	5.8%
Uppercase Letter	2399	4.4%
Space Separator	1567	2.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	984	20.5%
n	651	13.6%
r	594	12.4%
e	542	11.3%
u	456	9.5%
b	397	8.3%
p	388	8.1%
y	215	4.5%
l	136	2.8%
c	128	2.7%
Other values (4)	307	6.4%

Decimal Number

Value	Count	Frequency (%)
1	7036	20.1%
2	5571	15.9%
3	3736	10.7%
0	3708	10.6%
4	3036	8.7%
5	2678	7.7%
6	2530	7.2%
8	2391	6.8%
9	2166	6.2%
7	2130	6.1%

Uppercase Letter

Value	Count	Frequency (%)
J	787	32.8%
M	535	22.3%
F	397	16.5%
A	392	16.3%
S	114	4.8%
O	97	4.0%
N	46	1.9%
D	31	1.3%

Other Letter

Value	Count	Frequency (%)
일	1567	50.0%
월	1567	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7423	100.0%

Space Separator

Value	Count	Frequency (%)
	1567	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	43972	81.0%
Latin	7197	13.3%
Hangul	3134	5.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	984	13.7%
J	787	10.9%
n	651	9.0%
r	594	8.3%
e	542	7.5%
M	535	7.4%
u	456	6.3%
F	397	5.5%
b	397	5.5%
A	392	5.4%
Other values (12)	1462	20.3%

Common

Value	Count	Frequency (%)
-	7423	16.9%
1	7036	16.0%
2	5571	12.7%
3	3736	8.5%
0	3708	8.4%
4	3036	6.9%
5	2678	6.1%
6	2530	5.8%
8	2391	5.4%
9	2166	4.9%
Other values (2)	3697	8.4%

Hangul

Value	Count	Frequency (%)
일	1567	50.0%
월	1567	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51169	94.2%
Hangul	3134	5.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	7423	14.5%
1	7036	13.8%
2	5571	10.9%
3	3736	7.3%
0	3708	7.2%
4	3036	5.9%
5	2678	5.2%
6	2530	4.9%
8	2391	4.7%
9	2166	4.2%
Other values (24)	10894	21.3%

Hangul

Value	Count	Frequency (%)
일	1567	50.0%
월	1567	50.0%

건축물대장고유번호
Categorical

CONSTANT

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

4510000000000000000	10000

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4510000000000000000
2nd row	4510000000000000000
3rd row	4510000000000000000
4th row	4510000000000000000
5th row	4510000000000000000

Common Values

Value	Count	Frequency (%)
4510000000000000000	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4510000000000000000	10000	100.0%

기준연도
Real number (ℝ)

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2012.9279

Minimum	2005
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2005
5-th percentile	2005
Q1	2008
median	2013
Q3	2017
95-th percentile	2021
Maximum	2022
Range	17
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.1582325
Coefficient of variation (CV)	0.002562552
Kurtosis	-1.1770497
Mean	2012.9279
Median Absolute Deviation (MAD)	4
Skewness	0.091738635
Sum	20129279
Variance	26.607362
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
2005	747	7.5%
2006	632	6.3%
2007	615	6.2%
2014	605	6.0%
2008	585	5.9%
2012	580	5.8%
2017	573	5.7%
2009	569	5.7%
2011	566	5.7%
2015	562	5.6%
Other values (8)	3966	39.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2005	747	7.5%
2006	632	6.3%
2007	615	6.2%
2008	585	5.9%
2009	569	5.7%
2010	537	5.4%
2011	566	5.7%
2012	580	5.8%
2013	530	5.3%
2014	605	6.0%

Value	Count	Frequency (%)
2022	435	4.3%
2021	439	4.4%
2020	466	4.7%
2019	504	5.0%
2018	497	5.0%
2017	573	5.7%
2016	558	5.6%
2015	562	5.6%
2014	605	6.0%
2013	530	5.3%

기준월
Categorical

IMBALANCE

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

1	9946
6	54

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	9946	99.5%
6	54	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9946	99.5%
6	54	0.5%

동코드
Real number (ℝ)

HIGH CORRELATION

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4400.9662

Minimum	0
Maximum	99999
Zeros	6
Zeros (%)	0.1%
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	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	20510.114
Coefficient of variation (CV)	4.6603661
Kurtosis	17.782788
Mean	4400.9662
Median Absolute Deviation (MAD)	0
Skewness	4.4473848
Sum	44009662
Variance	4.2066476 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	9300	93.0%
99999	440	4.4%
2	163	1.6%
3	33	0.3%
5	12	0.1%
4	12	0.1%
6	12	0.1%
0	6	0.1%
8	6	0.1%
10	5	0.1%
Other values (4)	11	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	0.1%
1	9300	93.0%
2	163	1.6%
3	33	0.3%
4	12	0.1%
5	12	0.1%
6	12	0.1%
7	4	< 0.1%
8	6	0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
99999	440	4.4%
12	2	< 0.1%
11	1	< 0.1%
10	5	0.1%
9	4	< 0.1%
8	6	0.1%
7	4	< 0.1%
6	12	0.1%
5	12	0.1%
4	12	0.1%

동명
Real number (ℝ)

HIGH CORRELATION

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4400.9662

Minimum	0
Maximum	99999
Zeros	6
Zeros (%)	0.1%
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	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	20510.114
Coefficient of variation (CV)	4.6603661
Kurtosis	17.782788
Mean	4400.9662
Median Absolute Deviation (MAD)	0
Skewness	4.4473848
Sum	44009662
Variance	4.2066476 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	9300	93.0%
99999	440	4.4%
2	163	1.6%
3	33	0.3%
5	12	0.1%
4	12	0.1%
6	12	0.1%
0	6	0.1%
8	6	0.1%
10	5	0.1%
Other values (4)	11	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	0.1%
1	9300	93.0%
2	163	1.6%
3	33	0.3%
4	12	0.1%
5	12	0.1%
6	12	0.1%
7	4	< 0.1%
8	6	0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
99999	440	4.4%
12	2	< 0.1%
11	1	< 0.1%
10	5	0.1%
9	4	< 0.1%
8	6	0.1%
7	4	< 0.1%
6	12	0.1%
5	12	0.1%
4	12	0.1%

토지대장면적
Real number (ℝ)

HIGH CORRELATION

Distinct	1259
Distinct (%)	12.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	217.16887

Minimum	3
Maximum	9085
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3
5-th percentile	59
Q1	121.6
median	167
Q3	235
95-th percentile	426
Maximum	9085
Range	9082
Interquartile range (IQR)	113.4

Descriptive statistics

Standard deviation	392.17399
Coefficient of variation (CV)	1.8058481
Kurtosis	271.1915
Mean	217.16887
Median Absolute Deviation (MAD)	54.6
Skewness	15.272565
Sum	2171688.7
Variance	153800.44
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
162.0	117	1.2%
148.8	103	1.0%
198.3	102	1.0%
132.2	99	1.0%
152.1	95	0.9%
119.0	90	0.9%
195.0	89	0.9%
99.2	81	0.8%
155.4	80	0.8%
115.7	79	0.8%
Other values (1249)	9065	90.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.0	5	0.1%
9.0	1	< 0.1%
9.9	3	< 0.1%
10.0	2	< 0.1%
10.9	2	< 0.1%
13.0	4	< 0.1%
13.2	18	0.2%
16.0	1	< 0.1%
16.5	1	< 0.1%
17.0	7	0.1%

Value	Count	Frequency (%)
9085.0	5	0.1%
9045.8	1	< 0.1%
5851.0	27	0.3%
3993.3	2	< 0.1%
3754.5	1	< 0.1%
1874.1	2	< 0.1%
1593.4	2	< 0.1%
1325.0	4	< 0.1%
1229.0	1	< 0.1%
1186.8	1	< 0.1%

산정대지면적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2568
Distinct (%)	25.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	142.8408

Minimum	0
Maximum	1593.4
Zeros	196
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	17
Q1	66.4
median	129
Q3	192
95-th percentile	320.7
Maximum	1593.4
Range	1593.4
Interquartile range (IQR)	125.6

Descriptive statistics

Standard deviation	105.50519
Coefficient of variation (CV)	0.73862083
Kurtosis	13.290628
Mean	142.8408
Median Absolute Deviation (MAD)	62.9
Skewness	2.1738555
Sum	1428408
Variance	11131.345
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	196	2.0%
162.0	73	0.7%
119.0	72	0.7%
132.2	69	0.7%
198.3	68	0.7%
155.0	67	0.7%
142.0	65	0.7%
155.4	63	0.6%
158.7	61	0.6%
112.0	61	0.6%
Other values (2558)	9205	92.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	196	2.0%
0.01	14	0.1%
0.02	6	0.1%
0.1	21	0.2%
1.12	1	< 0.1%
1.85	1	< 0.1%
2.92	1	< 0.1%
3.0	2	< 0.1%
3.41	2	< 0.1%
3.45	1	< 0.1%

Value	Count	Frequency (%)
1593.4	2	< 0.1%
1154.06	1	< 0.1%
1087.6	1	< 0.1%
1070.4	1	< 0.1%
985.1	1	< 0.1%
872.7	3	< 0.1%
813.2	2	< 0.1%
770.2	4	< 0.1%
741.51	1	< 0.1%
732.0	2	< 0.1%

건물전체연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	3416
Distinct (%)	34.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	175.27364

Minimum	0
Maximum	4281.32
Zeros	12
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	34.2095
Q1	61.15
median	95.4
Q3	180.97
95-th percentile	587.384
Maximum	4281.32
Range	4281.32
Interquartile range (IQR)	119.82

Descriptive statistics

Standard deviation	242.0028
Coefficient of variation (CV)	1.3807142
Kurtosis	38.399782
Mean	175.27364
Median Absolute Deviation (MAD)	44.25
Skewness	4.9291441
Sum	1752736.4
Variance	58565.355
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66.0	35	0.4%
16.52	32	0.3%
40.0	31	0.3%
42.97	28	0.3%
36.36	26	0.3%
47.93	26	0.3%
29.75	24	0.2%
67.43	22	0.2%
55.2	22	0.2%
45.28	21	0.2%
Other values (3406)	9733	97.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	12	0.1%
3.96	2	< 0.1%
5.95	3	< 0.1%
6.94	2	< 0.1%
7.6	1	< 0.1%
8.26	1	< 0.1%
8.28	1	< 0.1%
8.92	5	0.1%
9.9	1	< 0.1%
10.5	1	< 0.1%

Value	Count	Frequency (%)
4281.32	1	< 0.1%
2774.75	4	< 0.1%
2763.51	1	< 0.1%
2705.26	4	< 0.1%
2555.58	3	< 0.1%
2527.58	1	< 0.1%
2478.81	3	< 0.1%
2475.29	1	< 0.1%
2393.75	1	< 0.1%
2390.89	1	< 0.1%

건물산정연면적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3379
Distinct (%)	33.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	95.031277

Minimum	0
Maximum	1087.51
Zeros	189
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	20.157
Q1	50.46
median	75.7
Q3	115.23
95-th percentile	207.1
Maximum	1087.51
Range	1087.51
Interquartile range (IQR)	64.77

Descriptive statistics

Standard deviation	85.289251
Coefficient of variation (CV)	0.89748611
Kurtosis	34.195903
Mean	95.031277
Median Absolute Deviation (MAD)	29.49
Skewness	4.6579842
Sum	950312.77
Variance	7274.2564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	189	1.9%
66.0	41	0.4%
40.0	39	0.4%
16.52	33	0.3%
47.93	32	0.3%
36.36	31	0.3%
42.97	31	0.3%
29.75	25	0.2%
46.94	25	0.2%
45.28	24	0.2%
Other values (3369)	9530	95.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	189	1.9%
3.6	1	< 0.1%
3.96	2	< 0.1%
5.9	3	< 0.1%
5.95	3	< 0.1%
6.84	5	0.1%
6.94	2	< 0.1%
7.0	1	< 0.1%
7.23	1	< 0.1%
7.6	1	< 0.1%

Value	Count	Frequency (%)
1087.51	2	< 0.1%
1076.42	3	< 0.1%
910.57	1	< 0.1%
902.59	2	< 0.1%
895.13	3	< 0.1%
888.26	1	< 0.1%
885.18	2	< 0.1%
875.5	1	< 0.1%
862.84	2	< 0.1%
861.7	3	< 0.1%

주택가격
Real number (ℝ)

HIGH CORRELATION

Distinct	1590
Distinct (%)	15.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71590746

Minimum	161000
Maximum	1.904 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	161000
5-th percentile	11400000
Q1	32300000
median	49900000
Q3	79600000
95-th percentile	2 × 10⁸
Maximum	1.904 × 10⁹
Range	1.903839 × 10⁹
Interquartile range (IQR)	47300000

Descriptive statistics

Standard deviation	83158665
Coefficient of variation (CV)	1.161584
Kurtosis	67.884531
Mean	71590746
Median Absolute Deviation (MAD)	21500000
Skewness	5.8946482
Sum	7.1590746 × 10¹¹
Variance	6.9153636 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101000000	30	0.3%
35200000	30	0.3%
126000000	27	0.3%
106000000	27	0.3%
111000000	26	0.3%
28700000	26	0.3%
104000000	26	0.3%
39000000	26	0.3%
44600000	25	0.2%
105000000	25	0.2%
Other values (1580)	9732	97.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
161000	1	< 0.1%
406000	1	< 0.1%
423000	1	< 0.1%
468000	1	< 0.1%
473000	1	< 0.1%
499000	2	< 0.1%
559000	2	< 0.1%
568000	1	< 0.1%
572000	1	< 0.1%
613000	1	< 0.1%

Value	Count	Frequency (%)
1904000000	1	< 0.1%
1603000000	1	< 0.1%
1500000000	1	< 0.1%
1240000000	1	< 0.1%
1170000000	1	< 0.1%
998000000	1	< 0.1%
975000000	1	< 0.1%
941000000	1	< 0.1%
899000000	1	< 0.1%
893000000	1	< 0.1%

표준지여부
Boolean

HIGH CORRELATION IMBALANCE

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

False	9560
True	440

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9560	95.6%
True	440	4.4%

Heatmap
Table

	법정동코드	법정동명	특수지구분코드	특수지구분명	기준연도	기준월	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	표준지여부
법정동코드	1.000	1.000	0.130	0.130	0.048	0.035	0.031	0.031	0.129	0.168	0.221	0.267	0.199	0.031
법정동명	1.000	1.000	0.163	0.163	0.023	0.041	0.062	0.062	0.215	0.243	0.328	0.323	0.223	0.062
특수지구분코드	0.130	0.163	1.000	1.000	0.000	0.000	0.000	0.000	1.000	0.028	0.000	0.018	0.000	0.000
특수지구분명	0.130	0.163	1.000	1.000	0.000	0.000	0.000	0.000	1.000	0.028	0.000	0.018	0.000	0.000
기준연도	0.048	0.023	0.000	0.000	1.000	0.060	0.064	0.064	0.000	0.000	0.023	0.072	0.198	0.064
기준월	0.035	0.041	0.000	0.000	0.060	1.000	0.012	0.012	0.000	0.025	0.014	0.088	0.034	0.012
동코드	0.031	0.062	0.000	0.000	0.064	0.012	1.000	1.000	0.000	0.042	0.042	0.060	0.059	1.000
동명	0.031	0.062	0.000	0.000	0.064	0.012	1.000	1.000	0.000	0.042	0.042	0.060	0.059	1.000
토지대장면적	0.129	0.215	1.000	1.000	0.000	0.000	0.000	0.000	1.000	0.531	0.189	0.000	0.099	0.000
산정대지면적	0.168	0.243	0.028	0.028	0.000	0.025	0.042	0.042	0.531	1.000	0.092	0.298	0.476	0.042
건물전체연면적	0.221	0.328	0.000	0.000	0.023	0.014	0.042	0.042	0.189	0.092	1.000	0.443	0.152	0.042
건물산정연면적	0.267	0.323	0.018	0.018	0.072	0.088	0.060	0.060	0.000	0.298	0.443	1.000	0.612	0.060
주택가격	0.199	0.223	0.000	0.000	0.198	0.034	0.059	0.059	0.099	0.476	0.152	0.612	1.000	0.059
표준지여부	0.031	0.062	0.000	0.000	0.064	0.012	1.000	1.000	0.000	0.042	0.042	0.060	0.059	1.000

Heatmap
Table

	기준월	표준지여부	법정동명	특수지구분명	특수지구분코드
기준월	1.000	0.007	0.032	0.000	0.000
표준지여부	0.007	1.000	0.049	0.000	0.000
법정동명	0.032	0.049	1.000	0.129	0.129
특수지구분명	0.000	0.000	0.129	1.000	0.982
특수지구분코드	0.000	0.000	0.129	0.982	1.000

Heatmap
Table

	법정동코드	기준연도	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	법정동명	특수지구분코드	특수지구분명	기준월	표준지여부
법정동코드	1.000	-0.005	0.020	0.020	-0.026	0.139	-0.215	-0.081	-0.061	0.999	0.100	0.100	0.026	0.028
기준연도	-0.005	1.000	0.032	0.032	0.005	0.020	0.059	0.097	0.264	0.008	0.012	0.012	0.049	0.053
동코드	0.020	0.032	1.000	1.000	0.082	-0.165	-0.082	-0.148	-0.026	0.049	0.000	0.000	0.007	0.999
동명	0.020	0.032	1.000	1.000	0.082	-0.165	-0.082	-0.148	-0.026	0.049	0.000	0.000	0.007	0.999
토지대장면적	-0.026	0.005	0.082	0.082	1.000	0.573	0.408	0.463	0.585	0.101	0.982	0.982	0.000	0.000
산정대지면적	0.139	0.020	-0.165	-0.165	0.573	1.000	-0.061	0.413	0.607	0.098	0.027	0.027	0.025	0.042
건물전체연면적	-0.215	0.059	-0.082	-0.082	0.408	-0.061	1.000	0.747	0.366	0.137	0.000	0.000	0.010	0.032
건물산정연면적	-0.081	0.097	-0.148	-0.148	0.463	0.413	0.747	1.000	0.608	0.108	0.014	0.014	0.068	0.046
주택가격	-0.061	0.264	-0.026	-0.026	0.585	0.607	0.366	0.608	1.000	0.072	0.000	0.000	0.026	0.045
법정동명	0.999	0.008	0.049	0.049	0.101	0.098	0.137	0.108	0.072	1.000	0.129	0.129	0.032	0.049
특수지구분코드	0.100	0.012	0.000	0.000	0.982	0.027	0.000	0.014	0.000	0.129	1.000	0.982	0.000	0.000
특수지구분명	0.100	0.012	0.000	0.000	0.982	0.027	0.000	0.014	0.000	0.129	0.982	1.000	0.000	0.000
기준월	0.026	0.049	0.007	0.007	0.000	0.025	0.010	0.068	0.026	0.032	0.000	0.000	1.000	0.007
표준지여부	0.028	0.053	0.999	0.999	0.000	0.042	0.032	0.046	0.045	0.049	0.000	0.000	0.007	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	기준연도	기준월	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	표준지여부
53009	4510000000000000000	5211111900	전북특별자치도 전주시 완산구 태평동	1	일반	127-2	4510000000000000000	2016	1	1	1	195.0	195.0	43.2	43.2	73300000	N
35536	4510000000000000000	5211111700	전북특별자치도 전주시 완산구 고사동	1	일반	409-5	4510000000000000000	2013	1	1	1	148.8	26.1	517.86	90.82	25100000	N
8207	4510000000000000000	5211110700	전북특별자치도 전주시 완산구 경원동3가	1	일반	Feb-82	4510000000000000000	2009	1	1	1	82.6	82.6	50.4	50.4	22000000	N
65392	4510000000000000000	5211112000	전북특별자치도 전주시 완산구 중노송동	1	일반	221-13	4510000000000000000	2019	1	1	1	185.0	185.0	45.55	45.55	47500000	N
34447	4510000000000000000	5211111700	전북특별자치도 전주시 완산구 고사동	1	일반	324-48	4510000000000000000	2006	1	1	1	142.1	142.1	48.24	48.24	36200000	N
5045	4510000000000000000	5211110500	전북특별자치도 전주시 완산구 경원동1가	1	일반	126-48	4510000000000000000	2014	1	1	1	82.6	21.63	183.1	47.96	15400000	N
32668	4510000000000000000	5211111700	전북특별자치도 전주시 완산구 고사동	1	일반	246-1	4510000000000000000	2007	1	1	1	85.2	85.2	87.13	87.13	65900000	N
58798	4510000000000000000	5211111900	전북특별자치도 전주시 완산구 태평동	1	일반	214-7	4510000000000000000	2013	1	1	1	262.0	262.0	167.0	167.0	71500000	N
9751	4510000000000000000	5211110800	전북특별자치도 전주시 완산구 풍남동1가	1	일반	01월 14일	4510000000000000000	2016	1	1	1	231.4	102.63	185.52	82.28	32200000	N
58884	4510000000000000000	5211111900	전북특별자치도 전주시 완산구 태평동	1	일반	215-5	4510000000000000000	2017	1	1	1	284.0	284.0	128.09	128.09	72100000	N

	고유번호	법정동코드	법정동명	특수지구분코드	특수지구분명	지번	건축물대장고유번호	기준연도	기준월	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	표준지여부
62411	4510000000000000000	5211112000	전북특별자치도 전주시 완산구 중노송동	1	일반	10월 22일	4510000000000000000	2016	1	99999	99999	129.0	129.0	64.58	64.58	36600000	Y
32911	4510000000000000000	5211111700	전북특별자치도 전주시 완산구 고사동	1	일반	264-2	4510000000000000000	2016	1	1	1	132.2	132.0	102.78	102.78	36400000	N
23270	4510000000000000000	5211111300	전북특별자치도 전주시 완산구 다가동1가	1	일반	Jan-61	4510000000000000000	2015	1	1	1	459.5	459.5	174.01	174.01	141000000	N
5341	4510000000000000000	5211110600	전북특별자치도 전주시 완산구 경원동2가	1	일반	03월 18일	4510000000000000000	2022	1	1	1	79.3	79.3	47.98	47.98	39600000	N
22865	4510000000000000000	5211111300	전북특별자치도 전주시 완산구 다가동1가	1	일반	28	4510000000000000000	2006	1	1	1	396.7	115.84	217.56	51.66	45900000	N
22100	4510000000000000000	5211111200	전북특별자치도 전주시 완산구 전동3가	1	일반	Feb-89	4510000000000000000	2021	1	1	1	198.3	198.3	78.67	78.67	68700000	N
46049	4510000000000000000	5211111900	전북특별자치도 전주시 완산구 태평동	1	일반	04월 11일	4510000000000000000	2018	1	1	1	188.0	131.41	154.14	107.74	57700000	N
61717	4510000000000000000	5211111900	전북특별자치도 전주시 완산구 태평동	1	일반	263-56	4510000000000000000	2007	1	1	1	144.7	144.7	56.16	48.6	31100000	N
12569	4510000000000000000	5211110900	전북특별자치도 전주시 완산구 풍남동2가	1	일반	Feb-40	4510000000000000000	2021	1	1	1	112.4	112.4	124.92	124.92	116000000	N
65470	4510000000000000000	5211112000	전북특별자치도 전주시 완산구 중노송동	1	일반	222	4510000000000000000	2007	1	99999	99999	133.0	0.0	70.2	0.0	26100000	Y

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