gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	10000
Missing cells	832
Missing cells (%)	0.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.4 MiB
Average record size in memory	147.0 B

Variable types

Numeric	8
Text	2
Categorical	5
DateTime	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

`기준년도` has constant value ""	Constant
`기준월` has constant value ""	Constant
`데이터기준일자` has constant value ""	Constant
`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
`법정동코드` is highly overall correlated with `동코드` and 1 other fields	High correlation
`동코드` is highly overall correlated with `법정동코드` and 1 other fields	High correlation
`토지대장면적` is highly overall correlated with `건물전체연면적` and 3 other fields	High correlation
`산정대지면적` is highly overall correlated with `건물산정연면적` and 1 other fields	High correlation
`건물전체연면적` is highly overall correlated with `토지대장면적` and 1 other fields	High correlation
`건물산정연면적` is highly overall correlated with `산정대지면적` and 1 other fields	High correlation
`주택가격` is highly overall correlated with `토지대장면적` and 3 other fields	High correlation
`동명` is highly overall correlated with `법정동코드` and 1 other fields	High correlation
`특수지구분코드` is highly imbalanced (97.7%)	Imbalance
`특수지구분명` is highly imbalanced (97.7%)	Imbalance
`동명` is highly imbalanced (75.4%)	Imbalance
`부번` has 832 (8.3%) missing values	Missing
`동코드` is highly skewed (γ1 = 99.98837425)	Skewed
`토지대장면적` is highly skewed (γ1 = 28.12924448)	Skewed
`동코드` has 4584 (45.8%) zeros	Zeros

Reproduction

Analysis started	2024-03-14 03:23:50.073322
Analysis finished	2024-03-14 03:23:58.526685
Duration	8.45 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

법정동코드
Real number (ℝ)

HIGH CORRELATION

Distinct	83
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.511211 × 10⁹

Minimum	4.5111101 × 10⁹
Maximum	4.5113139 × 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	4.5111118 × 10⁹
Q1	4.5111129 × 10⁹
median	4.5111147 × 10⁹
Q3	4.5113107 × 10⁹
95-th percentile	4.5113129 × 10⁹
Maximum	4.5113139 × 10⁹
Range	203800
Interquartile range (IQR)	197800

Descriptive statistics

Standard deviation	99090.221
Coefficient of variation (CV)	2.1965326 × 10^-5
Kurtosis	-1.9995345
Mean	4.511211 × 10⁹
Median Absolute Deviation (MAD)	4200
Skewness	0.021204325
Sum	4.511211 × 10¹³
Variance	9.8188719 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4511310300	713	7.1%
4511310700	656	6.6%
4511310200	526	5.3%
4511114200	508	5.1%
4511310400	425	4.2%
4511112000	401	4.0%
4511114000	384	3.8%
4511112900	384	3.8%
4511113700	372	3.7%
4511112800	319	3.2%
Other values (73)	5312	53.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4511110100	10	0.1%
4511110200	4	< 0.1%
4511110300	9	0.1%
4511110400	29	0.3%
4511110500	10	0.1%
4511110600	8	0.1%
4511110700	41	0.4%
4511110800	15	0.1%
4511110900	17	0.2%
4511111000	42	0.4%

Value	Count	Frequency (%)
4511313900	90	0.9%
4511313800	19	0.2%
4511313700	43	0.4%
4511313600	10	0.1%
4511313500	7	0.1%
4511313400	9	0.1%
4511313300	53	0.5%
4511313200	49	0.5%
4511313100	105	1.1%
4511313000	100	1.0%

법정동명
Text

Distinct	83
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	14
Median length	13
Mean length	12.2872
Min length	10

Characters and Unicode

Total characters	122872
Distinct characters	67
Distinct categories	3 ?
Distinct scripts	2 ?
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	전주시 완산구 다가동4가
2nd row	전주시 완산구 효자동3가
3rd row	전주시 완산구 전동
4th row	전주시 덕진구 용정동
5th row	전주시 덕진구 팔복동1가

Value	Count	Frequency (%)
전주시	10000	33.3%
완산구	5053	16.8%
덕진구	4947	16.5%
인후동1가	713	2.4%
금암동	656	2.2%
진북동	526	1.8%
효자동3가	508	1.7%
인후동2가	425	1.4%
중노송동	401	1.3%
효자동1가	384	1.3%
Other values (76)	6387	21.3%

Most occurring characters

Value	Count	Frequency (%)
	20000	16.3%
동	10275	8.4%
전	10187	8.3%
구	10039	8.2%
시	10000	8.1%
주	10000	8.1%
진	5985	4.9%
가	5821	4.7%
산	5727	4.7%
덕	5508	4.5%
Other values (57)	29330	23.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	97148	79.1%
Space Separator	20000	16.3%
Decimal Number	5724	4.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10275	10.6%
전	10187	10.5%
구	10039	10.3%
시	10000	10.3%
주	10000	10.3%
진	5985	6.2%
가	5821	6.0%
산	5727	5.9%
덕	5508	5.7%
완	5326	5.5%
Other values (52)	18280	18.8%

Decimal Number

Value	Count	Frequency (%)
1	2568	44.9%
2	1941	33.9%
3	1083	18.9%
4	132	2.3%

Space Separator

Value	Count	Frequency (%)
	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	97148	79.1%
Common	25724	20.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10275	10.6%
전	10187	10.5%
구	10039	10.3%
시	10000	10.3%
주	10000	10.3%
진	5985	6.2%
가	5821	6.0%
산	5727	5.9%
덕	5508	5.7%
완	5326	5.5%
Other values (52)	18280	18.8%

Common

Value	Count	Frequency (%)
	20000	77.7%
1	2568	10.0%
2	1941	7.5%
3	1083	4.2%
4	132	0.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	97148	79.1%
ASCII	25724	20.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	20000	77.7%
1	2568	10.0%
2	1941	7.5%
3	1083	4.2%
4	132	0.5%

Hangul

Value	Count	Frequency (%)
동	10275	10.6%
전	10187	10.5%
구	10039	10.3%
시	10000	10.3%
주	10000	10.3%
진	5985	6.2%
가	5821	6.0%
산	5727	5.9%
덕	5508	5.7%
완	5326	5.5%
Other values (52)	18280	18.8%

특수지구분코드
Categorical

HIGH CORRELATION IMBALANCE

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

1	9978
2	22

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	9978	99.8%
2	22	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9978	99.8%
2	22	0.2%

특수지구분명
Categorical

HIGH CORRELATION IMBALANCE

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

일반	9978
산	22

Length

Max length	2
Median length	2
Mean length	1.9978
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	9978	99.8%
산	22	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반	9978	99.8%
산	22	0.2%

본번
Text

Distinct	1473
Distinct (%)	14.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	5
Median length	3
Mean length	3.0682
Min length	1

Characters and Unicode

Total characters	30682
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	191 ?
Unique (%)	1.9%

Sample

1st row	149
2nd row	1728
3rd row	302
4th row	159
5th row	173

Value	Count	Frequency (%)
167	56	0.6%
226	50	0.5%
171	50	0.5%
728	48	0.5%
253	47	0.5%
322	45	0.4%
509	43	0.4%
744	42	0.4%
63	42	0.4%
175	37	0.4%
Other values (1435)	9576	95.4%

Most occurring characters

Value	Count	Frequency (%)
1	5312	17.3%
5	3522	11.5%
2	3405	11.1%
6	3204	10.4%
7	2958	9.6%
4	2942	9.6%
3	2859	9.3%
8	2262	7.4%
9	2126	6.9%
0	2020	6.6%
Other values (2)	72	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	30610	99.8%
Other Letter	36	0.1%
Space Separator	36	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	5312	17.4%
5	3522	11.5%
2	3405	11.1%
6	3204	10.5%
7	2958	9.7%
4	2942	9.6%
3	2859	9.3%
8	2262	7.4%
9	2126	6.9%
0	2020	6.6%

Other Letter

Value	Count	Frequency (%)
산	36	100.0%

Space Separator

Value	Count	Frequency (%)
	36	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	30646	99.9%
Hangul	36	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	5312	17.3%
5	3522	11.5%
2	3405	11.1%
6	3204	10.5%
7	2958	9.7%
4	2942	9.6%
3	2859	9.3%
8	2262	7.4%
9	2126	6.9%
0	2020	6.6%

Hangul

Value	Count	Frequency (%)
산	36	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30646	99.9%
Hangul	36	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	5312	17.3%
5	3522	11.5%
2	3405	11.1%
6	3204	10.5%
7	2958	9.7%
4	2942	9.6%
3	2859	9.3%
8	2262	7.4%
9	2126	6.9%
0	2020	6.6%

Hangul

Value	Count	Frequency (%)
산	36	100.0%

부번
Real number (ℝ)

MISSING

Distinct	261
Distinct (%)	2.8%
Missing	832
Missing (%)	8.3%
Infinite	0
Infinite (%)	0.0%
Mean	21.440227

Minimum	1
Maximum	419
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	8
Q3	21
95-th percentile	90.65
Maximum	419
Range	418
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	38.163493
Coefficient of variation (CV)	1.7799948
Kurtosis	23.900291
Mean	21.440227
Median Absolute Deviation (MAD)	6
Skewness	4.2470932
Sum	196564
Variance	1456.4522
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1071	10.7%
2	711	7.1%
3	579	5.8%
4	517	5.2%
5	498	5.0%
6	428	4.3%
7	409	4.1%
8	375	3.8%
9	314	3.1%
10	303	3.0%
Other values (251)	3963	39.6%
(Missing)	832	8.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1071	10.7%
2	711	7.1%
3	579	5.8%
4	517	5.2%
5	498	5.0%
6	428	4.3%
7	409	4.1%
8	375	3.8%
9	314	3.1%
10	303	3.0%

Value	Count	Frequency (%)
419	1	< 0.1%
404	1	< 0.1%
395	1	< 0.1%
389	1	< 0.1%
360	1	< 0.1%
359	1	< 0.1%
355	1	< 0.1%
350	1	< 0.1%
348	1	< 0.1%
347	1	< 0.1%

기준년도
Categorical

CONSTANT

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

2021	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021
2nd row	2021
3rd row	2021
4th row	2021
5th row	2021

Common Values

Value	Count	Frequency (%)
2021	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021	10000	100.0%

기준월
Categorical

CONSTANT

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

1	10000

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	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	10000	100.0%

동코드
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	29
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.7609

Minimum	0
Maximum	99999
Zeros	4584
Zeros (%)	45.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	99999
Range	99999
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1000.0213
Coefficient of variation (CV)	92.931008
Kurtosis	9998.4439
Mean	10.7609
Median Absolute Deviation (MAD)	0
Skewness	99.988374
Sum	107609
Variance	1000042.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
1	5169	51.7%
0	4584	45.8%
2	161	1.6%
3	30	0.3%
4	14	0.1%
8	5	0.1%
7	4	< 0.1%
6	3	< 0.1%
5	3	< 0.1%
11	3	< 0.1%
Other values (19)	24	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4584	45.8%
1	5169	51.7%
2	161	1.6%
3	30	0.3%
4	14	0.1%
5	3	< 0.1%
6	3	< 0.1%
7	4	< 0.1%
8	5	0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
99999	1	< 0.1%
602	1	< 0.1%
601	1	< 0.1%
201	1	< 0.1%
45	1	< 0.1%
42	1	< 0.1%
38	1	< 0.1%
37	1	< 0.1%
34	1	< 0.1%
30	1	< 0.1%

동명
Categorical

HIGH CORRELATION IMBALANCE

Distinct	29
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

1동	5169
0동	4584
2동	161
3동	30
4동	14
Other values (24)	42

Length

Max length	6
Median length	2
Mean length	2.0031
Min length	2

Unique

Unique	15 ?
Unique (%)	0.1%

Sample

1st row	1동
2nd row	1동
3rd row	1동
4th row	0동
5th row	0동

Common Values

Value	Count	Frequency (%)
1동	5169	51.7%
0동	4584	45.8%
2동	161	1.6%
3동	30	0.3%
4동	14	0.1%
8동	5	0.1%
7동	4	< 0.1%
11동	3	< 0.1%
5동	3	< 0.1%
13동	3	< 0.1%
Other values (19)	24	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1동	5169	51.7%
0동	4584	45.8%
2동	161	1.6%
3동	30	0.3%
4동	14	0.1%
8동	5	< 0.1%
7동	4	< 0.1%
13동	3	< 0.1%
6동	3	< 0.1%
5동	3	< 0.1%
Other values (19)	24	0.2%

토지대장면적
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	2694
Distinct (%)	26.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	486.66432

Minimum	3
Maximum	177518
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3
5-th percentile	96
Q1	165
median	218
Q3	307
95-th percentile	664
Maximum	177518
Range	177515
Interquartile range (IQR)	142

Descriptive statistics

Standard deviation	3885.9685
Coefficient of variation (CV)	7.9849053
Kurtosis	945.35634
Mean	486.66432
Median Absolute Deviation (MAD)	64
Skewness	28.129244
Sum	4866643.2
Variance	15100751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
165.0	102	1.0%
162.0	82	0.8%
145.0	71	0.7%
142.0	66	0.7%
132.0	66	0.7%
159.0	64	0.6%
152.0	64	0.6%
188.0	64	0.6%
185.0	63	0.6%
139.0	62	0.6%
Other values (2684)	9296	93.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.0	1	< 0.1%
4.0	1	< 0.1%
6.0	1	< 0.1%
7.0	1	< 0.1%
9.9	1	< 0.1%
12.0	1	< 0.1%
13.0	1	< 0.1%
13.2	2	< 0.1%
14.0	1	< 0.1%
16.5	1	< 0.1%

Value	Count	Frequency (%)
177518.0	1	< 0.1%
153620.0	1	< 0.1%
113058.0	1	< 0.1%
95405.0	1	< 0.1%
81525.0	6	0.1%
76085.0	3	< 0.1%
70747.0	1	< 0.1%
36668.0	1	< 0.1%
34480.0	1	< 0.1%
31252.0	1	< 0.1%

산정대지면적
Real number (ℝ)

HIGH CORRELATION

Distinct	7716
Distinct (%)	77.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	233.01564

Minimum	5.2
Maximum	4952.76
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	5.2
5-th percentile	42.31
Q1	80.32
median	127.47
Q3	316.2675
95-th percentile	721.4505
Maximum	4952.76
Range	4947.56
Interquartile range (IQR)	235.9475

Descriptive statistics

Standard deviation	253.03996
Coefficient of variation (CV)	1.0859355
Kurtosis	29.835653
Mean	233.01564
Median Absolute Deviation (MAD)	64.77
Skewness	3.5173587
Sum	2330156.4
Variance	64029.221
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66.0	18	0.2%
49.5	14	0.1%
84.15	14	0.1%
97.45	12	0.1%
37.0	10	0.1%
49.8	10	0.1%
83.5	9	0.1%
59.4	9	0.1%
46.08	9	0.1%
33.0	8	0.1%
Other values (7706)	9887	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.2	1	< 0.1%
6.2	1	< 0.1%
7.93	1	< 0.1%
9.25	1	< 0.1%
10.5	1	< 0.1%
11.2	2	< 0.1%
11.9	2	< 0.1%
12.2	2	< 0.1%
12.5	1	< 0.1%
13.2	1	< 0.1%

Value	Count	Frequency (%)
4952.76	1	< 0.1%
3826.43	1	< 0.1%
3447.65	1	< 0.1%
3143.9	1	< 0.1%
2855.85	1	< 0.1%
2763.51	1	< 0.1%
2657.23	1	< 0.1%
2632.41	1	< 0.1%
2590.13	1	< 0.1%
2478.81	1	< 0.1%

건물전체연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	4795
Distinct (%)	47.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	222.07158

Minimum	0
Maximum	3981.23
Zeros	8
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	51.587
Q1	132
median	185
Q3	260.1175
95-th percentile	520
Maximum	3981.23
Range	3981.23
Interquartile range (IQR)	128.1175

Descriptive statistics

Standard deviation	175.19898
Coefficient of variation (CV)	0.78893024
Kurtosis	58.616561
Mean	222.07158
Median Absolute Deviation (MAD)	62.375
Skewness	4.9066439
Sum	2220715.8
Variance	30694.683
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
165.0	89	0.9%
162.0	70	0.7%
132.0	64	0.6%
145.0	61	0.6%
159.0	59	0.6%
185.0	57	0.6%
142.0	57	0.6%
139.0	57	0.6%
152.0	56	0.6%
172.0	52	0.5%
Other values (4785)	9378	93.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	8	0.1%
0.01	15	0.1%
0.02	4	< 0.1%
3.0	1	< 0.1%
3.5	1	< 0.1%
4.33	1	< 0.1%
4.67	1	< 0.1%
6.0	1	< 0.1%
7.0	2	< 0.1%
7.18	1	< 0.1%

Value	Count	Frequency (%)
3981.23	1	< 0.1%
3406.0	1	< 0.1%
3207.0	1	< 0.1%
2884.35	1	< 0.1%
2609.0	1	< 0.1%
1817.0	1	< 0.1%
1759.0	1	< 0.1%
1668.0	1	< 0.1%
1653.0	1	< 0.1%
1626.0	1	< 0.1%

건물산정연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	7388
Distinct (%)	73.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	177.36599

Minimum	4.44
Maximum	3447.65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	4.44
5-th percentile	39.2
Q1	74.74
median	107.625
Q3	198.245
95-th percentile	591.743
Maximum	3447.65
Range	3443.21
Interquartile range (IQR)	123.505

Descriptive statistics

Standard deviation	177.16993
Coefficient of variation (CV)	0.9988946
Kurtosis	15.094246
Mean	177.36599
Median Absolute Deviation (MAD)	45.925
Skewness	2.5975167
Sum	1773659.9
Variance	31389.184
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66.0	19	0.2%
84.15	14	0.1%
97.45	12	0.1%
49.5	12	0.1%
49.8	11	0.1%
46.08	11	0.1%
59.4	9	0.1%
29.7	9	0.1%
37.0	9	0.1%
84.24	9	0.1%
Other values (7378)	9885	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.44	1	< 0.1%
5.2	1	< 0.1%
6.2	1	< 0.1%
6.84	1	< 0.1%
7.51	1	< 0.1%
7.93	1	< 0.1%
8.2	1	< 0.1%
9.2	1	< 0.1%
9.25	2	< 0.1%
10.5	1	< 0.1%

Value	Count	Frequency (%)
3447.65	1	< 0.1%
1193.88	1	< 0.1%
1046.63	1	< 0.1%
1032.39	1	< 0.1%
940.56	1	< 0.1%
907.41	2	< 0.1%
898.46	1	< 0.1%
893.93	1	< 0.1%
890.25	1	< 0.1%
889.39	1	< 0.1%

주택가격
Real number (ℝ)

HIGH CORRELATION

Distinct	1731
Distinct (%)	17.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4839238 × 10⁸

Minimum	433000
Maximum	6.152 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	433000
5-th percentile	21595000
Q1	49300000
median	79900000
Q3	1.58 × 10⁸
95-th percentile	5.3705 × 10⁸
Maximum	6.152 × 10⁹
Range	6.151567 × 10⁹
Interquartile range (IQR)	1.087 × 10⁸

Descriptive statistics

Standard deviation	1.7710445 × 10⁸
Coefficient of variation (CV)	1.1934875
Kurtosis	135.60153
Mean	1.4839238 × 10⁸
Median Absolute Deviation (MAD)	39900000
Skewness	5.678099
Sum	1.4839238 × 10¹²
Variance	3.1365987 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100000000	49	0.5%
110000000	46	0.5%
109000000	43	0.4%
104000000	42	0.4%
102000000	42	0.4%
101000000	41	0.4%
121000000	40	0.4%
106000000	35	0.4%
131000000	35	0.4%
119000000	34	0.3%
Other values (1721)	9593	95.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
433000	1	< 0.1%
513000	1	< 0.1%
613000	1	< 0.1%
663000	1	< 0.1%
750000	1	< 0.1%
886000	1	< 0.1%
1000000	1	< 0.1%
1040000	1	< 0.1%
1080000	1	< 0.1%
1190000	1	< 0.1%

Value	Count	Frequency (%)
6152000000	1	< 0.1%
1888000000	1	< 0.1%
1483000000	1	< 0.1%
1445000000	1	< 0.1%
1267000000	1	< 0.1%
1005000000	1	< 0.1%
998000000	1	< 0.1%
932000000	1	< 0.1%
915000000	1	< 0.1%
909000000	1	< 0.1%

데이터기준일자
Date

CONSTANT

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

Minimum	2021-07-26 00:00:00
Maximum	2021-07-26 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Heatmap
Table

	법정동코드	법정동명	특수지구분코드	특수지구분명	부번	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격
법정동코드	1.000	1.000	0.041	0.041	0.179	0.000	0.971	0.029	0.030	0.029	0.073	0.011
법정동명	1.000	1.000	0.151	0.151	0.280	0.084	0.669	0.245	0.424	0.490	0.495	0.215
특수지구분코드	0.041	0.151	1.000	0.999	0.000	0.000	0.455	0.633	0.000	0.029	0.000	0.000
특수지구분명	0.041	0.151	0.999	1.000	0.000	0.000	0.455	0.633	0.000	0.029	0.000	0.000
부번	0.179	0.280	0.000	0.000	1.000	0.000	0.028	0.000	0.000	0.017	0.069	0.000
동코드	0.000	0.084	0.000	0.000	0.000	1.000	1.000	0.000	0.000	0.000	0.018	0.000
동명	0.971	0.669	0.455	0.455	0.028	1.000	1.000	0.461	0.000	0.047	0.040	0.532
토지대장면적	0.029	0.245	0.633	0.633	0.000	0.000	0.461	1.000	0.273	0.388	0.314	0.314
산정대지면적	0.030	0.424	0.000	0.000	0.000	0.000	0.000	0.273	1.000	0.634	0.722	0.611
건물전체연면적	0.029	0.490	0.029	0.029	0.017	0.000	0.047	0.388	0.634	1.000	0.703	0.716
건물산정연면적	0.073	0.495	0.000	0.000	0.069	0.018	0.040	0.314	0.722	0.703	1.000	0.926
주택가격	0.011	0.215	0.000	0.000	0.000	0.000	0.532	0.314	0.611	0.716	0.926	1.000

Heatmap
Table

	특수지구분코드	동명	특수지구분명
특수지구분코드	1.000	0.390	0.977
동명	0.390	1.000	0.390
특수지구분명	0.977	0.390	1.000

Heatmap
Table

	법정동코드	부번	동코드	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	특수지구분코드	특수지구분명	동명
법정동코드	1.000	0.089	-0.758	0.246	0.078	0.249	0.119	0.030	0.026	0.026	0.942
부번	0.089	1.000	-0.197	-0.254	-0.107	-0.134	-0.082	-0.106	0.000	0.000	0.010
동코드	-0.758	-0.197	1.000	0.047	-0.012	-0.074	-0.025	0.056	0.000	0.000	0.999
토지대장면적	0.246	-0.254	0.047	1.000	0.445	0.721	0.450	0.527	0.639	0.639	0.192
산정대지면적	0.078	-0.107	-0.012	0.445	1.000	0.190	0.895	0.723	0.000	0.000	0.000
건물전체연면적	0.249	-0.134	-0.074	0.721	0.190	1.000	0.424	0.517	0.029	0.029	0.017
건물산정연면적	0.119	-0.082	-0.025	0.450	0.895	0.424	1.000	0.804	0.000	0.000	0.019
주택가격	0.030	-0.106	0.056	0.527	0.723	0.517	0.804	1.000	0.000	0.000	0.284
특수지구분코드	0.026	0.000	0.000	0.639	0.000	0.029	0.000	0.000	1.000	0.977	0.390
특수지구분명	0.026	0.000	0.000	0.639	0.000	0.029	0.000	0.000	0.977	1.000	0.390
동명	0.942	0.010	0.999	0.192	0.000	0.017	0.019	0.284	0.390	0.390	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

	법정동코드	법정동명	특수지구분코드	특수지구분명	본번	부번	기준년도	기준월	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	데이터기준일자
1507	4511111600	전주시 완산구 다가동4가	1	일반	149	1	2021	1	1	1동	181.8	217.73	105.64	126.53	81200000	2021-07-26
20215	4511114200	전주시 완산구 효자동3가	1	일반	1728	2	2021	1	1	1동	250.4	448.95	183.99	329.88	357000000	2021-07-26
985	4511111100	전주시 완산구 전동	1	일반	302	9	2021	1	1	1동	79.3	214.92	51.96	140.81	66200000	2021-07-26
39735	4511312500	전주시 덕진구 용정동	1	일반	159	70	2021	1	0	0동	496.0	99.0	518.0	99.0	60300000	2021-07-26
33443	4511310800	전주시 덕진구 팔복동1가	1	일반	173	2	2021	1	0	0동	410.0	174.6	410.0	174.6	73400000	2021-07-26
11021	4511112900	전주시 완산구 서신동	1	일반	848	16	2021	1	1	1동	202.8	325.77	202.8	325.77	206000000	2021-07-26
22285	4511310200	전주시 덕진구 진북동	1	일반	417	85	2021	1	0	0동	212.9	151.61	193.99	138.14	78800000	2021-07-26
12212	4511113200	전주시 완산구 평화동1가	1	일반	583	28	2021	1	1	1동	179.0	100.81	179.0	100.81	81700000	2021-07-26
9420	4511112800	전주시 완산구 중화산동2가	1	일반	609	3	2021	1	1	1동	209.9	483.11	159.52	367.17	311000000	2021-07-26
41052	4511313100	전주시 덕진구 만성동	1	일반	1185	15	2021	1	0	0동	263.3	401.52	263.3	401.52	473000000	2021-07-26

	법정동코드	법정동명	특수지구분코드	특수지구분명	본번	부번	기준년도	기준월	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	데이터기준일자
18434	4511114200	전주시 완산구 효자동3가	1	일반	1354	76	2021	1	1	1동	138.0	65.58	138.0	65.58	81100000	2021-07-26
31059	4511310700	전주시 덕진구 금암동	1	일반	178	3	2021	1	0	0동	149.0	148.5	149.0	148.5	38900000	2021-07-26
20107	4511114200	전주시 완산구 효자동3가	1	일반	1716	16	2021	1	1	1동	322.5	559.86	239.04	414.96	443000000	2021-07-26
35430	4511311400	전주시 덕진구 우아동2가	1	일반	895	4	2021	1	0	0동	211.5	476.58	211.5	476.58	390000000	2021-07-26
36978	4511311700	전주시 덕진구 호성동2가	1	일반	545	<NA>	2021	1	0	0동	202.0	75.82	190.0	75.82	74800000	2021-07-26
40767	4511313000	전주시 덕진구 여의동	1	일반	1036	4	2021	1	0	0동	337.0	66.0	337.0	66.0	74500000	2021-07-26
25240	4511310300	전주시 덕진구 인후동1가	1	일반	659	132	2021	1	0	0동	203.0	104.64	203.0	104.64	76800000	2021-07-26
39015	4511312200	전주시 덕진구 송천동2가	1	일반	244	25	2021	1	0	0동	327.0	492.83	78.94	118.97	145000000	2021-07-26
33039	4511310700	전주시 덕진구 금암동	1	일반	1590	3	2021	1	0	0동	190.2	307.07	190.2	307.07	232000000	2021-07-26
41616	4511313300	전주시 덕진구 팔복동4가	1	일반	147	<NA>	2021	1	0	0동	299.0	144.0	299.0	144.0	62400000	2021-07-26

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

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

Other Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Interactions

Correlations

Missing values

Sample