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

Numeric	11
Categorical	4
Text	1
Boolean	1

Dataset

Description	전라북도 전주시 개별주택가격정보를 제공하며, 고유번호, 법정동명, 지번, 기준연도, 토지대장면적, 주택가격 등을 제공합니다.
Author	전라북도
URL	https://www.bigdatahub.go.kr/index.jeonbuk?startPage=1&menuCd=DOM_000000103007001000&pListTypeStr=&pId=3069068

Alerts

`특수지구분코드` is highly overall correlated with `토지대장면적` and 1 other fields	High correlation
`특수지구분명` is highly overall correlated with `토지대장면적` and 1 other fields	High correlation
`고유번호` is highly overall correlated with `법정동코드` and 2 other fields	High correlation
`법정동코드` is highly overall correlated with `고유번호` and 2 other fields	High correlation
`건축물대장고유번호` is highly overall correlated with `고유번호` and 2 other fields	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 `고유번호` and 2 other fields	High correlation
`표준지여부` is highly overall correlated with `동코드` and 1 other fields	High correlation
`특수지구분코드` is highly imbalanced (97.1%)	Imbalance
`특수지구분명` is highly imbalanced (97.1%)	Imbalance
`기준월` is highly imbalanced (95.4%)	Imbalance
`표준지여부` is highly imbalanced (72.0%)	Imbalance
`산정대지면적` has 228 (2.3%) zeros	Zeros
`건물산정연면적` has 224 (2.2%) zeros	Zeros

Reproduction

Analysis started	2024-03-14 03:23:28.805195
Analysis finished	2024-03-14 03:23:42.580090
Duration	13.77 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

고유번호
Real number (ℝ)

HIGH CORRELATION

Distinct	3956
Distinct (%)	39.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5111115 × 10¹⁸

Minimum	4.5111101 × 10¹⁸
Maximum	4.511112 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	4.5111101 × 10¹⁸
5-th percentile	4.5111104 × 10¹⁸
Q1	4.511111 × 10¹⁸
median	4.5111117 × 10¹⁸
Q3	4.5111119 × 10¹⁸
95-th percentile	4.511112 × 10¹⁸
Maximum	4.511112 × 10¹⁸
Range	1.9000026 × 10¹²
Interquartile range (IQR)	9.0000027 × 10¹¹

Descriptive statistics

Standard deviation	5.3210417 × 10¹¹
Coefficient of variation (CV)	1.1795412 × 10^-7
Kurtosis	-0.45901513
Mean	4.5111115 × 10¹⁸
Median Absolute Deviation (MAD)	2.0000232 × 10¹¹
Skewness	-0.884693
Sum	8.8253858 × 10¹⁸
Variance	2.8313485 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4511111800200020007	30	0.3%
4511111800101430000	14	0.1%
4511111800101440000	11	0.1%
4511111200100670000	10	0.1%
4511112000102530185	9	0.1%
4511111700101840000	9	0.1%
4511111100100170003	9	0.1%
4511111100102200001	8	0.1%
4511111900101590009	8	0.1%
4511110900100330005	8	0.1%
Other values (3946)	9884	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4511110100100010007	4	< 0.1%
4511110100100040001	1	< 0.1%
4511110100100050001	1	< 0.1%
4511110100100070001	2	< 0.1%
4511110100100080004	5	0.1%
4511110100100090008	1	< 0.1%
4511110100100150001	3	< 0.1%
4511110100100160001	2	< 0.1%
4511110100100190001	1	< 0.1%
4511110100100210003	3	< 0.1%

Value	Count	Frequency (%)
4511112000102570001	1	< 0.1%
4511112000102550054	1	< 0.1%
4511112000102550046	2	< 0.1%
4511112000102550045	3	< 0.1%
4511112000102550044	3	< 0.1%
4511112000102550041	1	< 0.1%
4511112000102550038	1	< 0.1%
4511112000102550035	4	< 0.1%
4511112000102550028	4	< 0.1%
4511112000102550027	1	< 0.1%

법정동코드
Real number (ℝ)

HIGH CORRELATION

Distinct	20
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5111115 × 10⁹

Minimum	4.5111101 × 10⁹
Maximum	4.511112 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	4.5111101 × 10⁹
5-th percentile	4.5111104 × 10⁹
Q1	4.511111 × 10⁹
median	4.5111117 × 10⁹
Q3	4.5111119 × 10⁹
95-th percentile	4.511112 × 10⁹
Maximum	4.511112 × 10⁹
Range	1900
Interquartile range (IQR)	900

Descriptive statistics

Standard deviation	532.10343
Coefficient of variation (CV)	1.1795395 × 10^-7
Kurtosis	-0.45901227
Mean	4.5111115 × 10⁹
Median Absolute Deviation (MAD)	200
Skewness	-0.88469324
Sum	4.5111115 × 10¹³
Variance	283134.06
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
4511111900	2436	24.4%
4511111800	1245	12.4%
4511112000	1093	10.9%
4511111700	743	7.4%
4511111000	666	6.7%
4511110700	511	5.1%
4511111600	510	5.1%
4511111100	475	4.8%
4511110800	277	2.8%
4511111400	265	2.6%
Other values (10)	1779	17.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4511110100	187	1.9%
4511110200	61	0.6%
4511110300	118	1.2%
4511110400	237	2.4%
4511110500	146	1.5%
4511110600	170	1.7%
4511110700	511	5.1%
4511110800	277	2.8%
4511110900	241	2.4%
4511111000	666	6.7%

Value	Count	Frequency (%)
4511112000	1093	10.9%
4511111900	2436	24.4%
4511111800	1245	12.4%
4511111700	743	7.4%
4511111600	510	5.1%
4511111500	189	1.9%
4511111400	265	2.6%
4511111300	192	1.9%
4511111200	238	2.4%
4511111100	475	4.8%

법정동명
Categorical

HIGH CORRELATION

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

전라북도 전주시 완산구 태평동	2436
전라북도 전주시 완산구 교동	1245
전라북도 전주시 완산구 중노송동	1093
전라북도 전주시 완산구 고사동	743
전라북도 전주시 완산구 풍남동3가	666
Other values (15)	3817

Length

Max length	18
Median length	17
Mean length	16.7151
Min length	15

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	전라북도 전주시 완산구 고사동
2nd row	전라북도 전주시 완산구 고사동
3rd row	전라북도 전주시 완산구 중노송동
4th row	전라북도 전주시 완산구 태평동
5th row	전라북도 전주시 완산구 교동

Common Values

Value	Count	Frequency (%)
전라북도 전주시 완산구 태평동	2436	24.4%
전라북도 전주시 완산구 교동	1245	12.4%
전라북도 전주시 완산구 중노송동	1093	10.9%
전라북도 전주시 완산구 고사동	743	7.4%
전라북도 전주시 완산구 풍남동3가	666	6.7%
전라북도 전주시 완산구 경원동3가	511	5.1%
전라북도 전주시 완산구 다가동4가	510	5.1%
전라북도 전주시 완산구 전동	475	4.8%
전라북도 전주시 완산구 풍남동1가	277	2.8%
전라북도 전주시 완산구 다가동2가	265	2.6%
Other values (10)	1779	17.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
전라북도	10000	25.0%
전주시	10000	25.0%
완산구	10000	25.0%
태평동	2436	6.1%
교동	1245	3.1%
중노송동	1093	2.7%
고사동	743	1.9%
풍남동3가	666	1.7%
경원동3가	511	1.3%
다가동4가	510	1.3%
Other values (13)	2796	7.0%

특수지구분코드
Categorical

HIGH CORRELATION IMBALANCE

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

1	9970
2	30

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	2

Common Values

Value	Count	Frequency (%)
1	9970	99.7%
2	30	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9970	99.7%
2	30	0.3%

특수지구분명
Categorical

HIGH CORRELATION IMBALANCE

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

일반	9970
산	30

Length

Max length	2
Median length	2
Mean length	1.997
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반	9970	99.7%
산	30	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반	9970	99.7%
산	30	0.3%

지번
Text

Distinct	2909
Distinct (%)	29.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	6
Mean length	4.5429
Min length	1

Characters and Unicode

Total characters	45429
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	580 ?
Unique (%)	5.8%

Sample

1st row	271-2
2nd row	278
3rd row	209-38
4th row	188-22
5th row	2-7

Value	Count	Frequency (%)
2-7	30	0.3%
95-1	20	0.2%
4-3	19	0.2%
144	19	0.2%
143	18	0.2%
84-2	18	0.2%
53-4	17	0.2%
51-1	17	0.2%
9-6	17	0.2%
39-2	17	0.2%
Other values (2899)	9808	98.1%

Most occurring characters

Value	Count	Frequency (%)
-	9043	19.9%
1	7694	16.9%
2	6254	13.8%
3	4306	9.5%
5	3246	7.1%
4	3229	7.1%
6	2682	5.9%
8	2492	5.5%
9	2283	5.0%
7	2221	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	36386	80.1%
Dash Punctuation	9043	19.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	7694	21.1%
2	6254	17.2%
3	4306	11.8%
5	3246	8.9%
4	3229	8.9%
6	2682	7.4%
8	2492	6.8%
9	2283	6.3%
7	2221	6.1%
0	1979	5.4%

Dash Punctuation

Value	Count	Frequency (%)
-	9043	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	45429	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	9043	19.9%
1	7694	16.9%
2	6254	13.8%
3	4306	9.5%
5	3246	7.1%
4	3229	7.1%
6	2682	5.9%
8	2492	5.5%
9	2283	5.0%
7	2221	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45429	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	9043	19.9%
1	7694	16.9%
2	6254	13.8%
3	4306	9.5%
5	3246	7.1%
4	3229	7.1%
6	2682	5.9%
8	2492	5.5%
9	2283	5.0%
7	2221	4.9%

건축물대장고유번호
Real number (ℝ)

HIGH CORRELATION

Distinct	3957
Distinct (%)	39.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5111115 × 10¹⁸

Minimum	4.5111101 × 10¹⁸
Maximum	4.511112 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	4.5111101 × 10¹⁸
5-th percentile	4.5111104 × 10¹⁸
Q1	4.511111 × 10¹⁸
median	4.5111117 × 10¹⁸
Q3	4.5111119 × 10¹⁸
95-th percentile	4.511112 × 10¹⁸
Maximum	4.511112 × 10¹⁸
Range	1.9000026 × 10¹²
Interquartile range (IQR)	9.0000027 × 10¹¹

Descriptive statistics

Standard deviation	5.3210416 × 10¹¹
Coefficient of variation (CV)	1.1795412 × 10^-7
Kurtosis	-0.45901509
Mean	4.5111115 × 10¹⁸
Median Absolute Deviation (MAD)	2.0000232 × 10¹¹
Skewness	-0.88469299
Sum	8.8253858 × 10¹⁸
Variance	2.8313484 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4511111800200020007	30	0.3%
4511111800101430000	14	0.1%
4511111800101440000	11	0.1%
4511111200100670000	10	0.1%
4511111700101840000	9	0.1%
4511111100100170003	9	0.1%
4511112000102530185	9	0.1%
4511111100103020010	8	0.1%
4511111900101590009	8	0.1%
4511111100102200001	8	0.1%
Other values (3947)	9884	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4511110100100010007	4	< 0.1%
4511110100100040001	1	< 0.1%
4511110100100050001	1	< 0.1%
4511110100100070001	2	< 0.1%
4511110100100080004	5	0.1%
4511110100100090008	1	< 0.1%
4511110100100150001	3	< 0.1%
4511110100100160001	2	< 0.1%
4511110100100190001	1	< 0.1%
4511110100100210003	3	< 0.1%

Value	Count	Frequency (%)
4511112000102570001	1	< 0.1%
4511112000102550054	1	< 0.1%
4511112000102550046	2	< 0.1%
4511112000102550045	3	< 0.1%
4511112000102550044	3	< 0.1%
4511112000102550041	1	< 0.1%
4511112000102550038	1	< 0.1%
4511112000102550035	4	< 0.1%
4511112000102550028	4	< 0.1%
4511112000102550027	1	< 0.1%

기준연도
Real number (ℝ)

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2012.9642

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	5.1318761
Coefficient of variation (CV)	0.0025494125
Kurtosis	-1.173311
Mean	2012.9642
Median Absolute Deviation (MAD)	4
Skewness	0.10938422
Sum	20129642
Variance	26.336152
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
2005	649	6.5%
2006	644	6.4%
2008	619	6.2%
2007	613	6.1%
2009	610	6.1%
2015	597	6.0%
2013	578	5.8%
2011	568	5.7%
2010	567	5.7%
2012	564	5.6%
Other values (8)	3991	39.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2005	649	6.5%
2006	644	6.4%
2007	613	6.1%
2008	619	6.2%
2009	610	6.1%
2010	567	5.7%
2011	568	5.7%
2012	564	5.6%
2013	578	5.8%
2014	532	5.3%

Value	Count	Frequency (%)
2022	452	4.5%
2021	446	4.5%
2020	444	4.4%
2019	518	5.2%
2018	538	5.4%
2017	505	5.1%
2016	556	5.6%
2015	597	6.0%
2014	532	5.3%
2013	578	5.8%

기준월
Categorical

IMBALANCE

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

1	9949
6	51

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	9949	99.5%
6	51	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9949	99.5%
6	51	0.5%

동코드
Real number (ℝ)

HIGH CORRELATION

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4840.9497

Minimum	0
Maximum	99999
Zeros	1
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	7.05
Maximum	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	21461.631
Coefficient of variation (CV)	4.4333513
Kurtosis	15.720478
Mean	4840.9497
Median Absolute Deviation (MAD)	0
Skewness	4.2091963
Sum	48409497
Variance	4.6060159 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1	9301	93.0%
99999	484	4.8%
2	141	1.4%
3	34	0.3%
4	7	0.1%
5	7	0.1%
7	5	0.1%
12	4	< 0.1%
6	4	< 0.1%
9	4	< 0.1%
Other values (5)	9	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	9301	93.0%
2	141	1.4%
3	34	0.3%
4	7	0.1%
5	7	0.1%
6	4	< 0.1%
7	5	0.1%
8	3	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
99999	484	4.8%
17	1	< 0.1%
16	1	< 0.1%
12	4	< 0.1%
11	3	< 0.1%
9	4	< 0.1%
8	3	< 0.1%
7	5	0.1%
6	4	< 0.1%
5	7	0.1%

동명
Real number (ℝ)

HIGH CORRELATION

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4840.9497

Minimum	0
Maximum	99999
Zeros	1
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	7.05
Maximum	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	21461.631
Coefficient of variation (CV)	4.4333513
Kurtosis	15.720478
Mean	4840.9497
Median Absolute Deviation (MAD)	0
Skewness	4.2091963
Sum	48409497
Variance	4.6060159 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1	9301	93.0%
99999	484	4.8%
2	141	1.4%
3	34	0.3%
4	7	0.1%
5	7	0.1%
7	5	0.1%
12	4	< 0.1%
6	4	< 0.1%
9	4	< 0.1%
Other values (5)	9	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	9301	93.0%
2	141	1.4%
3	34	0.3%
4	7	0.1%
5	7	0.1%
6	4	< 0.1%
7	5	0.1%
8	3	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
99999	484	4.8%
17	1	< 0.1%
16	1	< 0.1%
12	4	< 0.1%
11	3	< 0.1%
9	4	< 0.1%
8	3	< 0.1%
7	5	0.1%
6	4	< 0.1%
5	7	0.1%

토지대장면적
Real number (ℝ)

HIGH CORRELATION

Distinct	1224
Distinct (%)	12.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	211.6676

Minimum	0
Maximum	9085
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	59.19
Q1	121.45
median	165.3
Q3	229.7
95-th percentile	399.3
Maximum	9085
Range	9085
Interquartile range (IQR)	108.25

Descriptive statistics

Standard deviation	377.25934
Coefficient of variation (CV)	1.7823198
Kurtosis	269.13658
Mean	211.6676
Median Absolute Deviation (MAD)	52.9
Skewness	15.311395
Sum	2116676
Variance	142324.61
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
162.0	119	1.2%
119.0	104	1.0%
152.1	101	1.0%
132.2	90	0.9%
115.7	88	0.9%
148.8	86	0.9%
195.0	85	0.9%
198.3	83	0.8%
142.0	83	0.8%
155.4	80	0.8%
Other values (1214)	9081	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	< 0.1%
3.0	3	< 0.1%
6.6	1	< 0.1%
9.9	2	< 0.1%
10.0	4	< 0.1%
11.0	1	< 0.1%
13.2	10	0.1%
16.5	6	0.1%
17.0	6	0.1%
19.8	11	0.1%

Value	Count	Frequency (%)
9085.0	3	< 0.1%
9045.8	1	< 0.1%
5851.0	30	0.3%
1874.1	1	< 0.1%
1874.0	1	< 0.1%
1593.4	4	< 0.1%
1325.0	1	< 0.1%
1229.0	3	< 0.1%
1186.8	2	< 0.1%
1183.3	1	< 0.1%

산정대지면적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2480
Distinct (%)	24.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	142.15611

Minimum	0
Maximum	1593.4
Zeros	228
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	17
Q1	66.13
median	129
Q3	191.7
95-th percentile	315.3335
Maximum	1593.4
Range	1593.4
Interquartile range (IQR)	125.57

Descriptive statistics

Standard deviation	105.76446
Coefficient of variation (CV)	0.74400222
Kurtosis	19.735601
Mean	142.15611
Median Absolute Deviation (MAD)	62.7
Skewness	2.5882067
Sum	1421561.1
Variance	11186.122
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	228	2.3%
142.0	79	0.8%
119.0	74	0.7%
162.0	66	0.7%
139.0	64	0.6%
145.0	64	0.6%
158.7	62	0.6%
155.0	61	0.6%
152.0	60	0.6%
165.0	58	0.6%
Other values (2470)	9184	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	228	2.3%
0.01	8	0.1%
0.02	6	0.1%
0.1	25	0.2%
1.93	1	< 0.1%
1.95	2	< 0.1%
3.0	1	< 0.1%
3.38	1	< 0.1%
3.41	2	< 0.1%
4.11	1	< 0.1%

Value	Count	Frequency (%)
1593.4	4	< 0.1%
1081.0	1	< 0.1%
1042.0	1	< 0.1%
985.1	1	< 0.1%
872.7	7	0.1%
813.2	3	< 0.1%
813.0	1	< 0.1%
770.2	3	< 0.1%
732.0	1	< 0.1%
718.36	1	< 0.1%

건물전체연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	3395
Distinct (%)	34.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	167.91033

Minimum	0
Maximum	4281.32
Zeros	16
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	34.296
Q1	60.52
median	95
Q3	175.3
95-th percentile	558.95
Maximum	4281.32
Range	4281.32
Interquartile range (IQR)	114.78

Descriptive statistics

Standard deviation	218.05259
Coefficient of variation (CV)	1.2986252
Kurtosis	37.944238
Mean	167.91033
Median Absolute Deviation (MAD)	43.43
Skewness	4.6511259
Sum	1679103.3
Variance	47546.931
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47.93	38	0.4%
46.08	36	0.4%
66.0	30	0.3%
56.19	24	0.2%
40.0	22	0.2%
16.52	22	0.2%
23.14	22	0.2%
51.57	22	0.2%
26.44	20	0.2%
59.5	20	0.2%
Other values (3385)	9744	97.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	16	0.2%
3.96	3	< 0.1%
6.94	3	< 0.1%
8.26	1	< 0.1%
8.28	2	< 0.1%
8.92	1	< 0.1%
9.9	1	< 0.1%
11.57	2	< 0.1%
11.9	6	0.1%
12.23	5	0.1%

Value	Count	Frequency (%)
4281.32	1	< 0.1%
2763.52	2	< 0.1%
2705.26	1	< 0.1%
2555.58	3	< 0.1%
2390.89	2	< 0.1%
2390.0	1	< 0.1%
2247.01	3	< 0.1%
2108.74	1	< 0.1%
1995.31	1	< 0.1%
1987.0	1	< 0.1%

건물산정연면적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3373
Distinct (%)	33.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	93.464454

Minimum	0
Maximum	1087.51
Zeros	224
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	20.1885
Q1	50.5
median	74.9
Q3	115.02
95-th percentile	201.808
Maximum	1087.51
Range	1087.51
Interquartile range (IQR)	64.52

Descriptive statistics

Standard deviation	82.475589
Coefficient of variation (CV)	0.88242734
Kurtosis	38.226344
Mean	93.464454
Median Absolute Deviation (MAD)	28.82
Skewness	4.8406478
Sum	934644.54
Variance	6802.2229
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	224	2.2%
47.93	44	0.4%
46.08	37	0.4%
66.0	36	0.4%
52.89	26	0.3%
26.44	25	0.2%
55.2	25	0.2%
40.0	25	0.2%
42.97	24	0.2%
16.52	22	0.2%
Other values (3363)	9512	95.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	224	2.2%
2.5	1	< 0.1%
3.96	3	< 0.1%
6.0	1	< 0.1%
6.42	1	< 0.1%
6.84	3	< 0.1%
6.94	3	< 0.1%
7.0	1	< 0.1%
7.68	3	< 0.1%
7.9	2	< 0.1%

Value	Count	Frequency (%)
1087.51	2	< 0.1%
1076.42	3	< 0.1%
910.57	2	< 0.1%
902.59	1	< 0.1%
895.13	2	< 0.1%
888.26	1	< 0.1%
886.95	3	< 0.1%
885.18	2	< 0.1%
874.21	1	< 0.1%
863.8	1	< 0.1%

주택가격
Real number (ℝ)

HIGH CORRELATION

Distinct	1553
Distinct (%)	15.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70224398

Minimum	402000
Maximum	2.836 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	402000
5-th percentile	12300000
Q1	32700000
median	49300000
Q3	78000000
95-th percentile	1.9 × 10⁸
Maximum	2.836 × 10⁹
Range	2.835598 × 10⁹
Interquartile range (IQR)	45300000

Descriptive statistics

Standard deviation	85306535
Coefficient of variation (CV)	1.2147706
Kurtosis	154.27435
Mean	70224398
Median Absolute Deviation (MAD)	20300000
Skewness	8.2002158
Sum	7.0224398 × 10¹¹
Variance	7.2772049 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
103000000	34	0.3%
100000000	33	0.3%
104000000	32	0.3%
105000000	27	0.3%
101000000	26	0.3%
115000000	26	0.3%
38900000	26	0.3%
39500000	25	0.2%
113000000	25	0.2%
40300000	25	0.2%
Other values (1543)	9721	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
402000	1	< 0.1%
412000	1	< 0.1%
423000	1	< 0.1%
440000	1	< 0.1%
465000	1	< 0.1%
468000	2	< 0.1%
473000	2	< 0.1%
488000	1	< 0.1%
496000	1	< 0.1%
518000	1	< 0.1%

Value	Count	Frequency (%)
2836000000	1	< 0.1%
1479000000	1	< 0.1%
1445000000	1	< 0.1%
1420000000	1	< 0.1%
1340000000	1	< 0.1%
1140000000	1	< 0.1%
1020000000	1	< 0.1%
954000000	1	< 0.1%
915000000	1	< 0.1%
861000000	1	< 0.1%

표준지여부
Boolean

HIGH CORRELATION IMBALANCE

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

False	9516
True	484

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9516	95.2%
True	484	4.8%

Heatmap
Table

	고유번호	법정동코드	법정동명	특수지구분코드	특수지구분명	건축물대장고유번호	기준연도	기준월	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	표준지여부
고유번호	1.000	1.000	1.000	0.138	0.138	1.000	0.021	0.028	0.049	0.049	0.167	0.177	0.216	0.254	0.108	0.049
법정동코드	1.000	1.000	1.000	0.138	0.138	1.000	0.030	0.029	0.046	0.046	0.166	0.174	0.185	0.240	0.108	0.046
법정동명	1.000	1.000	1.000	0.176	0.176	1.000	0.017	0.051	0.057	0.057	0.231	0.268	0.324	0.297	0.144	0.057
특수지구분코드	0.138	0.138	0.176	1.000	1.000	0.138	0.026	0.000	0.000	0.000	1.000	0.042	0.000	0.021	0.000	0.000
특수지구분명	0.138	0.138	0.176	1.000	1.000	0.138	0.026	0.000	0.000	0.000	1.000	0.042	0.000	0.021	0.000	0.000
건축물대장고유번호	1.000	1.000	1.000	0.138	0.138	1.000	0.021	0.028	0.049	0.049	0.167	0.177	0.216	0.254	0.108	0.049
기준연도	0.021	0.030	0.017	0.026	0.026	0.021	1.000	0.082	0.062	0.062	0.000	0.000	0.035	0.070	0.121	0.062
기준월	0.028	0.029	0.051	0.000	0.000	0.028	0.082	1.000	0.013	0.013	0.000	0.000	0.000	0.053	0.000	0.013
동코드	0.049	0.046	0.057	0.000	0.000	0.049	0.062	0.013	1.000	1.000	0.000	0.105	0.024	0.074	0.040	1.000
동명	0.049	0.046	0.057	0.000	0.000	0.049	0.062	0.013	1.000	1.000	0.000	0.105	0.024	0.074	0.040	1.000
토지대장면적	0.167	0.166	0.231	1.000	1.000	0.167	0.000	0.000	0.000	0.000	1.000	0.369	0.127	0.031	0.139	0.000
산정대지면적	0.177	0.174	0.268	0.042	0.042	0.177	0.000	0.000	0.105	0.105	0.369	1.000	0.162	0.351	0.529	0.105
건물전체연면적	0.216	0.185	0.324	0.000	0.000	0.216	0.035	0.000	0.024	0.024	0.127	0.162	1.000	0.457	0.135	0.024
건물산정연면적	0.254	0.240	0.297	0.021	0.021	0.254	0.070	0.053	0.074	0.074	0.031	0.351	0.457	1.000	0.462	0.074
주택가격	0.108	0.108	0.144	0.000	0.000	0.108	0.121	0.000	0.040	0.040	0.139	0.529	0.135	0.462	1.000	0.040
표준지여부	0.049	0.046	0.057	0.000	0.000	0.049	0.062	0.013	1.000	1.000	0.000	0.105	0.024	0.074	0.040	1.000

Heatmap
Table

	법정동명	기준월	특수지구분코드	표준지여부	특수지구분명
법정동명	1.000	0.040	0.139	0.045	0.139
기준월	0.040	1.000	0.000	0.008	0.000
특수지구분코드	0.139	0.000	1.000	0.000	0.983
표준지여부	0.045	0.008	0.000	1.000	0.000
특수지구분명	0.139	0.000	0.983	0.000	1.000

Heatmap
Table

	고유번호	법정동코드	건축물대장고유번호	기준연도	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	법정동명	특수지구분코드	특수지구분명	기준월	표준지여부
고유번호	1.000	0.991	1.000	0.004	0.016	0.016	-0.009	0.150	-0.204	-0.076	-0.049	0.999	0.106	0.106	0.022	0.035
법정동코드	0.991	1.000	0.991	0.007	0.013	0.013	-0.009	0.145	-0.193	-0.069	-0.043	0.999	0.106	0.106	0.022	0.035
건축물대장고유번호	1.000	0.991	1.000	0.004	0.016	0.016	-0.009	0.150	-0.204	-0.076	-0.049	0.999	0.106	0.106	0.022	0.035
기준연도	0.004	0.007	0.004	1.000	0.037	0.037	0.022	0.021	0.065	0.098	0.265	0.000	0.026	0.026	0.065	0.052
동코드	0.016	0.013	0.016	0.037	1.000	1.000	0.062	-0.195	-0.072	-0.163	-0.028	0.045	0.000	0.000	0.008	0.999
동명	0.016	0.013	0.016	0.037	1.000	1.000	0.062	-0.195	-0.072	-0.163	-0.028	0.045	0.000	0.000	0.008	0.999
토지대장면적	-0.009	-0.009	-0.009	0.022	0.062	0.062	1.000	0.589	0.405	0.463	0.593	0.101	1.000	1.000	0.000	0.000
산정대지면적	0.150	0.145	0.150	0.021	-0.195	-0.195	0.589	1.000	-0.059	0.410	0.592	0.110	0.031	0.031	0.000	0.079
건물전체연면적	-0.204	-0.193	-0.204	0.065	-0.072	-0.072	0.405	-0.059	1.000	0.747	0.371	0.135	0.000	0.000	0.000	0.018
건물산정연면적	-0.076	-0.069	-0.076	0.098	-0.163	-0.163	0.463	0.410	0.747	1.000	0.597	0.098	0.016	0.016	0.040	0.057
주택가격	-0.049	-0.043	-0.049	0.265	-0.028	-0.028	0.593	0.592	0.371	0.597	1.000	0.062	0.000	0.000	0.000	0.043
법정동명	0.999	0.999	0.999	0.000	0.045	0.045	0.101	0.110	0.135	0.098	0.062	1.000	0.139	0.139	0.040	0.045
특수지구분코드	0.106	0.106	0.106	0.026	0.000	0.000	1.000	0.031	0.000	0.016	0.000	0.139	1.000	0.983	0.000	0.000
특수지구분명	0.106	0.106	0.106	0.026	0.000	0.000	1.000	0.031	0.000	0.016	0.000	0.139	0.983	1.000	0.000	0.000
기준월	0.022	0.022	0.022	0.065	0.008	0.008	0.000	0.000	0.000	0.040	0.000	0.040	0.000	0.000	1.000	0.008
표준지여부	0.035	0.035	0.035	0.052	0.999	0.999	0.000	0.079	0.018	0.057	0.043	0.045	0.000	0.000	0.008	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
33042	4511111700102710002	4511111700	전라북도 전주시 완산구 고사동	1	일반	271-2	4511111700102710002	2020	1	1	1	88.3	46.75	241.8	54.8	27700000	N
33172	4511111700102780000	4511111700	전라북도 전주시 완산구 고사동	1	일반	278	4511111700102780000	2005	1	1	1	170.4	170.4	54.87	54.87	41900000	N
64937	4511112000102090038	4511112000	전라북도 전주시 완산구 중노송동	1	일반	209-38	4511112000102090038	2006	1	2	2	109.0	53.85	15.53	15.53	7600000	N
57008	4511111900101880022	4511111900	전라북도 전주시 완산구 태평동	1	일반	188-22	4511111900101880022	2016	1	99999	99999	172.0	172.0	79.8	79.8	53000000	Y
44849	4511111800200020007	4511111800	전라북도 전주시 완산구 교동	2	산	2-7	4511111800200020007	2017	1	11	11	5851.0	0.1	34.8	34.8	1720000	N
45682	4511111900100010095	4511111900	전라북도 전주시 완산구 태평동	1	일반	1-95	4511111900100010095	2011	1	1	1	238.0	238.0	157.63	157.63	69100000	N
20427	4511111100102750001	4511111100	전라북도 전주시 완산구 전동	1	일반	275-1	4511111100102750001	2005	1	1	1	69.0	23.0	209.7	69.9	22800000	N
4205	4511110500100020020	4511110500	전라북도 전주시 완산구 경원동1가	1	일반	2-20	4511110500100020020	2006	1	1	1	43.0	28.9	101.38	68.08	30600000	N
61619	4511111900102630044	4511111900	전라북도 전주시 완산구 태평동	1	일반	263-44	4511111900102630044	2014	1	1	1	145.5	74.16	149.8	76.35	43600000	N
46094	4511111900100050000	4511111900	전라북도 전주시 완산구 태평동	1	일반	5	4511111900100050000	2009	1	1	1	116.0	116.0	51.57	51.57	37700000	N

	고유번호	법정동코드	법정동명	특수지구분코드	특수지구분명	지번	건축물대장고유번호	기준연도	기준월	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	표준지여부
66193	4511112000102320013	4511112000	전라북도 전주시 완산구 중노송동	1	일반	232-13	4511112000102320013	2016	1	1	1	179.0	179.0	32.39	32.39	33600000	N
51342	4511111900100920005	4511111900	전라북도 전주시 완산구 태평동	1	일반	92-5	4511111900100920005	2005	1	1	1	119.0	119.0	52.5	49.2	23300000	N
24744	4511111400100740004	4511111400	전라북도 전주시 완산구 다가동2가	1	일반	74-4	4511111400100740004	2014	1	1	1	128.9	128.9	123.2	123.2	44100000	N
43676	4511111800109630022	4511111800	전라북도 전주시 완산구 교동	1	일반	963-22	4511111800109630022	2008	1	99999	99999	122.0	0.0	55.0	0.0	20900000	Y
8560	4511110700100920032	4511110700	전라북도 전주시 완산구 경원동3가	1	일반	92-32	4511110700100920032	2010	1	1	1	126.8	43.53	397.85	136.6	62200000	N
3297	4511110400100510006	4511110400	전라북도 전주시 완산구 중앙동4가	1	일반	51-6	4511110400100510006	2020	1	1	1	115.7	57.42	164.2	81.5	29200000	N
7363	4511110700100160005	4511110700	전라북도 전주시 완산구 경원동3가	1	일반	16-5	4511110700100160005	2008	1	1	1	214.9	36.62	587.53	100.14	41300000	N
58162	4511111900102090042	4511111900	전라북도 전주시 완산구 태평동	1	일반	209-42	4511111900102090042	2016	1	1	1	155.0	135.63	115.2	100.8	46300000	N
33714	4511111700103100001	4511111700	전라북도 전주시 완산구 고사동	1	일반	310-1	4511111700103100001	2020	1	1	1	396.7	45.46	898.56	102.96	35200000	N
7321	4511110700100150014	4511110700	전라북도 전주시 완산구 경원동3가	1	일반	15-14	4511110700100150014	2007	1	1	1	23.1	43.0	49.1	49.1	13600000	N

Overview

Variables

Common Values

Length

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

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Common Values (Plot)

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Correlations

Missing values

Sample