gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	8969
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.2 MiB
Average record size in memory	141.0 B

Variable types

Numeric	11
Categorical	5

Dataset

Description	매년 공시되는 개별주택 공시가격(법정동코드, 기준년도, 기준월, 동코드, 동명, 기준년도, 토지대장면적, 산정대지면적 등) 입니다.
Author	인천광역시 서구
URL	https://data.incheon.go.kr/findData/publicDataDetail?dataId=15013512&srcSe=7661IVAWM27C61E190

Alerts

`데이터기준일자` has constant value ""	Constant
`기준년도` is highly overall correlated with `법정동코드` and 13 other fields	High correlation
`법정동명` is highly overall correlated with `법정동코드` and 2 other fields	High correlation
`특수지구분명` is highly overall correlated with `본번` and 2 other fields	High correlation
`특수지구분코드` is highly overall correlated with `본번` and 2 other fields	High correlation
`법정동코드` is highly overall correlated with `법정동명` and 1 other fields	High correlation
`본번` is highly overall correlated with `법정동명` and 3 other fields	High correlation
`부번` is highly overall correlated with `기준년도`	High correlation
`기준월` is highly overall correlated with `동코드` and 1 other fields	High correlation
`동코드` is highly overall correlated with `기준월` and 1 other fields	High correlation
`동명` is highly overall correlated with `기준년도`	High correlation
`토지대장면적` is highly overall correlated with `기준년도`	High correlation
`산정대지면적` is highly overall correlated with `건물산정연면적` and 2 other fields	High correlation
`건물전체연면적` is highly overall correlated with `건물산정연면적` and 1 other fields	High correlation
`건물산정연면적` is highly overall correlated with `산정대지면적` and 3 other fields	High correlation
`주택가격` is highly overall correlated with `산정대지면적` and 2 other fields	High correlation
`특수지구분코드` is highly imbalanced (92.3%)	Imbalance
`특수지구분명` is highly imbalanced (92.3%)	Imbalance
`기준년도` is highly imbalanced (95.4%)	Imbalance
`기준월` is highly skewed (γ1 = 66.94154956)	Skewed
`동코드` is highly skewed (γ1 = 66.94154956)	Skewed
`동명` is highly skewed (γ1 = 66.94153919)	Skewed
`부번` has 317 (3.5%) zeros	Zeros
`기준월` has 8365 (93.3%) zeros	Zeros
`동코드` has 8365 (93.3%) zeros	Zeros
`동명` has 8331 (92.9%) zeros	Zeros

Reproduction

Analysis started	2024-03-18 02:56:19.094228
Analysis finished	2024-03-18 02:56:33.722243
Duration	14.63 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

법정동코드
Real number (ℝ)

HIGH CORRELATION

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	112.14093

Minimum	101
Maximum	122
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	79.0 KiB

Quantile statistics

Minimum	101
5-th percentile	104
Q1	109
median	110
Q3	114
95-th percentile	122
Maximum	122
Range	21
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	5.1082164
Coefficient of variation (CV)	0.045551757
Kurtosis	-0.25807829
Mean	112.14093
Median Absolute Deviation (MAD)	2
Skewness	0.68285461
Sum	1005792
Variance	26.093874
Monotonicity	Increasing

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
110	2395	26.7%
112	1423	15.9%
122	1109	12.4%
108	767	8.6%
109	733	8.2%
113	461	5.1%
103	309	3.4%
115	253	2.8%
106	187	2.1%
107	184	2.1%
Other values (11)	1148	12.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101	11	0.1%
102	20	0.2%
103	309	3.4%
104	142	1.6%
105	59	0.7%
106	187	2.1%
107	184	2.1%
108	767	8.6%
109	733	8.2%
110	2395	26.7%

Value	Count	Frequency (%)
122	1109	12.4%
121	148	1.7%
120	162	1.8%
119	183	2.0%
118	157	1.8%
117	115	1.3%
115	253	2.8%
114	143	1.6%
113	461	5.1%
112	1423	15.9%

법정동명
Categorical

HIGH CORRELATION

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	70.2 KiB

인천광역시 서구 석남동	2395
인천광역시 서구 가좌동	1423
인천광역시 서구 청라동	1109
인천광역시 서구 가정동	767
인천광역시 서구 신현동	733
Other values (16)	2542

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	인천광역시 서구 백석동
2nd row	인천광역시 서구 백석동
3rd row	인천광역시 서구 백석동
4th row	인천광역시 서구 백석동
5th row	인천광역시 서구 백석동

Common Values

Value	Count	Frequency (%)
인천광역시 서구 석남동	2395	26.7%
인천광역시 서구 가좌동	1423	15.9%
인천광역시 서구 청라동	1109	12.4%
인천광역시 서구 가정동	767	8.6%
인천광역시 서구 신현동	733	8.2%
인천광역시 서구 마전동	461	5.1%
인천광역시 서구 검암동	309	3.4%
인천광역시 서구 원당동	253	2.8%
인천광역시 서구 연희동	187	2.1%
인천광역시 서구 심곡동	184	2.1%
Other values (11)	1148	12.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
인천광역시	8969	33.3%
서구	8969	33.3%
석남동	2395	8.9%
가좌동	1423	5.3%
청라동	1109	4.1%
가정동	767	2.9%
신현동	733	2.7%
마전동	461	1.7%
검암동	309	1.1%
원당동	253	0.9%
Other values (13)	1519	5.6%

특수지구분코드
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	70.2 KiB

1	8782
6	96
5	62
2	25
7	4

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	8782	97.9%
6	96	1.1%
5	62	0.7%
2	25	0.3%
7	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	8782	97.9%
6	96	1.1%
5	62	0.7%
2	25	0.3%
7	4	< 0.1%

특수지구분명
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	70.2 KiB

일반	8782
6	96
5	62
산	25
7	4

Length

Max length	2
Median length	2
Mean length	1.9791504
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	8782	97.9%
6	96	1.1%
5	62	0.7%
산	25	0.3%
7	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반	8782	97.9%
6	96	1.1%
5	62	0.7%
산	25	0.3%
7	4	< 0.1%

본번
Real number (ℝ)

HIGH CORRELATION

Distinct	803
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	410.67488

Minimum	1
Maximum	2002
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	79.0 KiB

Quantile statistics

Minimum	1
5-th percentile	53
Q1	168
median	430
Q3	563
95-th percentile	903
Maximum	2002
Range	2001
Interquartile range (IQR)	395

Descriptive statistics

Standard deviation	282.72792
Coefficient of variation (CV)	0.68844707
Kurtosis	2.5484114
Mean	410.67488
Median Absolute Deviation (MAD)	218
Skewness	1.0936824
Sum	3683343
Variance	79935.074
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
104	171	1.9%
143	165	1.8%
111	108	1.2%
105	95	1.1%
144	87	1.0%
174	82	0.9%
112	80	0.9%
587	80	0.9%
142	77	0.9%
183	71	0.8%
Other values (793)	7953	88.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	3	< 0.1%
3	4	< 0.1%
4	16	0.2%
5	4	< 0.1%
6	4	< 0.1%
7	8	0.1%
8	56	0.6%
9	50	0.6%
11	1	< 0.1%

Value	Count	Frequency (%)
2002	4	< 0.1%
1763	1	< 0.1%
1758	1	< 0.1%
1754	2	< 0.1%
1753	1	< 0.1%
1752	1	< 0.1%
1741	1	< 0.1%
1739	3	< 0.1%
1738	3	< 0.1%
1732	3	< 0.1%

부번
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	241
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.406623

Minimum	0
Maximum	1602
Zeros	317
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	79.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	13
Q3	28
95-th percentile	99
Maximum	1602
Range	1602
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	67.200359
Coefficient of variation (CV)	2.4519752
Kurtosis	214.9949
Mean	27.406623
Median Absolute Deviation (MAD)	10
Skewness	12.392296
Sum	245810
Variance	4515.8883
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	465	5.2%
2	459	5.1%
3	437	4.9%
4	382	4.3%
5	364	4.1%
6	348	3.9%
7	335	3.7%
0	317	3.5%
8	308	3.4%
9	279	3.1%
Other values (231)	5275	58.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	317	3.5%
1	465	5.2%
2	459	5.1%
3	437	4.9%
4	382	4.3%
5	364	4.1%
6	348	3.9%
7	335	3.7%
8	308	3.4%
9	279	3.1%

Value	Count	Frequency (%)
1602	2	< 0.1%
1601	1	< 0.1%
1306	1	< 0.1%
1305	1	< 0.1%
1302	1	< 0.1%
1212	1	< 0.1%
1211	1	< 0.1%
1202	1	< 0.1%
1002	1	< 0.1%
1001	1	< 0.1%

기준년도
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	70.2 KiB

2021	8923
<NA>	46

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	8923	99.5%
<NA>	46	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021	8923	99.5%
na	46	0.5%

기준월
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	23
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3484223

Minimum	0
Maximum	9907
Zeros	8365
Zeros (%)	93.3%
Negative	0
Negative (%)	0.0%
Memory size	79.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	9907
Range	9907
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	147.89483
Coefficient of variation (CV)	62.976248
Kurtosis	4480.774
Mean	2.3484223
Median Absolute Deviation (MAD)	0
Skewness	66.94155
Sum	21063
Variance	21872.88
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	8365	93.3%
1	431	4.8%
2	114	1.3%
3	20	0.2%
4	11	0.1%
10	6	0.1%
5	5	0.1%
11	2	< 0.1%
13	1	< 0.1%
20	1	< 0.1%
Other values (13)	13	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8365	93.3%
1	431	4.8%
2	114	1.3%
3	20	0.2%
4	11	0.1%
5	5	0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9907	1	< 0.1%
9901	1	< 0.1%
102	1	< 0.1%
101	1	< 0.1%
41	1	< 0.1%
30	1	< 0.1%
21	1	< 0.1%
20	1	< 0.1%
15	1	< 0.1%
13	1	< 0.1%

동코드
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	23
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3484223

Minimum	0
Maximum	9907
Zeros	8365
Zeros (%)	93.3%
Negative	0
Negative (%)	0.0%
Memory size	79.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	9907
Range	9907
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	147.89483
Coefficient of variation (CV)	62.976248
Kurtosis	4480.774
Mean	2.3484223
Median Absolute Deviation (MAD)	0
Skewness	66.94155
Sum	21063
Variance	21872.88
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	8365	93.3%
1	431	4.8%
2	114	1.3%
3	20	0.2%
4	11	0.1%
10	6	0.1%
5	5	0.1%
11	2	< 0.1%
13	1	< 0.1%
20	1	< 0.1%
Other values (13)	13	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8365	93.3%
1	431	4.8%
2	114	1.3%
3	20	0.2%
4	11	0.1%
5	5	0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9907	1	< 0.1%
9901	1	< 0.1%
102	1	< 0.1%
101	1	< 0.1%
41	1	< 0.1%
30	1	< 0.1%
21	1	< 0.1%
20	1	< 0.1%
15	1	< 0.1%
13	1	< 0.1%

동명
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	23
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3518787

Minimum	0
Maximum	9907
Zeros	8331
Zeros (%)	92.9%
Negative	0
Negative (%)	0.0%
Memory size	79.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	9907
Range	9907
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	147.89478
Coefficient of variation (CV)	62.883679
Kurtosis	4480.7731
Mean	2.3518787
Median Absolute Deviation (MAD)	0
Skewness	66.941539
Sum	21094
Variance	21872.867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	8331	92.9%
1	468	5.2%
2	112	1.2%
3	19	0.2%
4	10	0.1%
10	6	0.1%
5	6	0.1%
11	2	< 0.1%
9907	1	< 0.1%
20	1	< 0.1%
Other values (13)	13	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8331	92.9%
1	468	5.2%
2	112	1.2%
3	19	0.2%
4	10	0.1%
5	6	0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9907	1	< 0.1%
9901	1	< 0.1%
102	1	< 0.1%
101	1	< 0.1%
41	1	< 0.1%
30	1	< 0.1%
21	1	< 0.1%
20	1	< 0.1%
15	1	< 0.1%
13	1	< 0.1%

토지대장면적
Real number (ℝ)

HIGH CORRELATION

Distinct	1115
Distinct (%)	12.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	352.5955

Minimum	33
Maximum	15998.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	79.0 KiB

Quantile statistics

Minimum	33
5-th percentile	111.1
Q1	178.6
median	259.8
Q3	358.9
95-th percentile	1033
Maximum	15998.8
Range	15965.8
Interquartile range (IQR)	180.3

Descriptive statistics

Standard deviation	489.987
Coefficient of variation (CV)	1.3896576
Kurtosis	208.9405
Mean	352.5955
Median Absolute Deviation (MAD)	84.9
Skewness	11.356883
Sum	3162429
Variance	240087.26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
330.0	156	1.7%
2132.0	84	0.9%
160.1	80	0.9%
218.4	78	0.9%
200.0	71	0.8%
176.3	67	0.7%
237.5	65	0.7%
120.8	65	0.7%
192.9	64	0.7%
383.2	63	0.7%
Other values (1105)	8176	91.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33.0	1	< 0.1%
37.0	1	< 0.1%
57.0	1	< 0.1%
63.0	1	< 0.1%
64.0	1	< 0.1%
70.0	1	< 0.1%
70.9	1	< 0.1%
71.0	1	< 0.1%
73.0	2	< 0.1%
76.0	1	< 0.1%

Value	Count	Frequency (%)
15998.8	1	< 0.1%
7041.0	23	0.3%
5130.0	4	< 0.1%
3240.0	4	< 0.1%
2336.0	7	0.1%
2191.0	1	< 0.1%
2132.0	84	0.9%
1661.0	5	0.1%
1606.0	1	< 0.1%
1597.5	1	< 0.1%

산정대지면적
Real number (ℝ)

HIGH CORRELATION

Distinct	1289
Distinct (%)	14.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	161.08118

Minimum	12.33
Maximum	1643.69
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	79.0 KiB

Quantile statistics

Minimum	12.33
5-th percentile	42.75
Q1	68.13
median	114.1
Q3	221.78
95-th percentile	381.656
Maximum	1643.69
Range	1631.36
Interquartile range (IQR)	153.65

Descriptive statistics

Standard deviation	128.98331
Coefficient of variation (CV)	0.80073482
Kurtosis	13.716663
Mean	161.08118
Median Absolute Deviation (MAD)	59.71
Skewness	2.5706054
Sum	1444737.1
Variance	16636.693
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46.26	86	1.0%
88.15	67	0.7%
330.0	67	0.7%
120.8	65	0.7%
77.02	64	0.7%
49.55	64	0.7%
82.56	63	0.7%
64.31	63	0.7%
277.0	59	0.7%
110.06	58	0.6%
Other values (1279)	8313	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.33	1	< 0.1%
15.13	1	< 0.1%
15.24	1	< 0.1%
15.99	1	< 0.1%
17.01	1	< 0.1%
17.08	1	< 0.1%
17.35	1	< 0.1%
17.41	1	< 0.1%
17.86	3	< 0.1%
18.2	1	< 0.1%

Value	Count	Frequency (%)
1643.69	1	< 0.1%
1606.0	1	< 0.1%
1597.5	1	< 0.1%
1414.0	1	< 0.1%
1100.0	2	< 0.1%
1097.0	1	< 0.1%
1058.0	6	0.1%
1033.0	5	0.1%
973.0	4	< 0.1%
956.0	6	0.1%

건물전체연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	1349
Distinct (%)	15.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	454.27626

Minimum	16.2
Maximum	2959.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	79.0 KiB

Quantile statistics

Minimum	16.2
5-th percentile	93
Q1	204.56
median	383.41
Q3	522.9
95-th percentile	1188.8
Maximum	2959.6
Range	2943.4
Interquartile range (IQR)	318.34

Descriptive statistics

Standard deviation	372.62606
Coefficient of variation (CV)	0.82026311
Kurtosis	10.097411
Mean	454.27626
Median Absolute Deviation (MAD)	165.32
Skewness	2.6184187
Sum	4074403.8
Variance	138850.18
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
175.02	67	0.7%
494.54	65	0.7%
191.16	65	0.7%
494.66	64	0.7%
154.6	63	0.7%
1618.95	63	0.7%
138.86	59	0.7%
198.38	58	0.6%
2360.87	57	0.6%
1532.3	56	0.6%
Other values (1339)	8352	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16.2	37	0.4%
20.28	47	0.5%
22.14	2	< 0.1%
22.2	1	< 0.1%
23.96	1	< 0.1%
29.75	8	0.1%
31.4	2	< 0.1%
32.9	1	< 0.1%
33.56	1	< 0.1%
34.0	2	< 0.1%

Value	Count	Frequency (%)
2959.6	23	0.3%
2581.87	3	< 0.1%
2360.87	57	0.6%
1988.68	1	< 0.1%
1912.32	5	0.1%
1747.81	6	0.1%
1655.51	1	< 0.1%
1625.67	1	< 0.1%
1618.95	63	0.7%
1602.18	8	0.1%

건물산정연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	1341
Distinct (%)	15.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	224.47147

Minimum	8.35
Maximum	1337.95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	79.0 KiB

Quantile statistics

Minimum	8.35
5-th percentile	62.004
Q1	99.42
median	148.98
Q3	300.87
95-th percentile	611.94
Maximum	1337.95
Range	1329.6
Interquartile range (IQR)	201.45

Descriptive statistics

Standard deviation	180.74317
Coefficient of variation (CV)	0.80519439
Kurtosis	1.9798423
Mean	224.47147
Median Absolute Deviation (MAD)	62.25
Skewness	1.5486161
Sum	2013284.6
Variance	32668.092
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.42	76	0.8%
87.51	67	0.7%
191.16	65	0.7%
79.72	65	0.7%
197.54	64	0.7%
209.25	63	0.7%
117.78	61	0.7%
138.86	59	0.7%
103.48	58	0.6%
227.24	57	0.6%
Other values (1331)	8334	92.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.35	1	< 0.1%
16.2	37	0.4%
17.46	1	< 0.1%
20.28	47	0.5%
22.14	2	< 0.1%
22.2	1	< 0.1%
23.96	1	< 0.1%
24.9	1	< 0.1%
28.69	1	< 0.1%
28.92	1	< 0.1%

Value	Count	Frequency (%)
1337.95	1	< 0.1%
1104.56	1	< 0.1%
1086.94	1	< 0.1%
1021.19	1	< 0.1%
1004.26	1	< 0.1%
927.4	1	< 0.1%
904.68	1	< 0.1%
903.76	3	< 0.1%
901.67	1	< 0.1%
891.1	5	0.1%

주택가격
Real number (ℝ)

HIGH CORRELATION

Distinct	1373
Distinct (%)	15.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9871496 × 10⁸

Minimum	14500000
Maximum	2.056 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	79.0 KiB

Quantile statistics

Minimum	14500000
5-th percentile	82840000
Q1	1.41 × 10⁸
median	1.86 × 10⁸
Q3	4.59 × 10⁸
95-th percentile	7.886 × 10⁸
Maximum	2.056 × 10⁹
Range	2.0415 × 10⁹
Interquartile range (IQR)	3.18 × 10⁸

Descriptive statistics

Standard deviation	2.3599239 × 10⁸
Coefficient of variation (CV)	0.79002535
Kurtosis	2.024809
Mean	2.9871496 × 10⁸
Median Absolute Deviation (MAD)	69000000
Skewness	1.4847931
Sum	2.6791745 × 10¹²
Variance	5.569241 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
170000000	67	0.7%
151000000	65	0.7%
157000000	64	0.7%
142000000	63	0.7%
166000000	63	0.7%
149000000	61	0.7%
160000000	59	0.7%
141000000	58	0.6%
165000000	57	0.6%
163000000	56	0.6%
Other values (1363)	8356	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14500000	1	< 0.1%
20700000	1	< 0.1%
21400000	1	< 0.1%
21500000	1	< 0.1%
21900000	1	< 0.1%
22000000	1	< 0.1%
23700000	1	< 0.1%
28200000	1	< 0.1%
31100000	1	< 0.1%
31500000	2	< 0.1%

Value	Count	Frequency (%)
2056000000	1	< 0.1%
1919000000	1	< 0.1%
1680000000	1	< 0.1%
1436000000	1	< 0.1%
1369000000	1	< 0.1%
1323000000	1	< 0.1%
1315000000	1	< 0.1%
1308000000	1	< 0.1%
1300000000	1	< 0.1%
1295000000	1	< 0.1%

데이터기준일자
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	70.2 KiB

2021-05-17	8969

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021-05-17
2nd row	2021-05-17
3rd row	2021-05-17
4th row	2021-05-17
5th row	2021-05-17

Common Values

Value	Count	Frequency (%)
2021-05-17	8969	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021-05-17	8969	100.0%

Heatmap
Table

	법정동코드	법정동명	특수지구분코드	특수지구분명	본번	부번	기준월	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격
법정동코드	1.000	1.000	0.343	0.343	0.745	0.180	0.000	0.000	0.000	0.072	0.438	0.369	0.634	0.549
법정동명	1.000	1.000	0.543	0.543	0.908	0.286	0.000	0.000	0.000	0.195	0.589	0.368	0.622	0.670
특수지구분코드	0.343	0.543	1.000	1.000	0.683	0.727	0.000	0.000	0.000	0.031	0.201	0.196	0.394	0.319
특수지구분명	0.343	0.543	1.000	1.000	0.683	0.727	0.000	0.000	0.000	0.031	0.201	0.196	0.394	0.319
본번	0.745	0.908	0.683	0.683	1.000	0.123	0.000	0.000	0.000	0.018	0.348	0.235	0.428	0.444
부번	0.180	0.286	0.727	0.727	0.123	1.000	0.000	0.000	0.000	0.000	0.160	0.093	0.290	0.240
기준월	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.924	0.000	0.202	0.000	0.000	0.000	0.000
동코드	0.000	0.000	0.000	0.000	0.000	0.000	0.924	1.000	0.000	0.202	0.000	0.000	0.000	0.000
동명	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.202	0.000	0.000	0.000	0.000
토지대장면적	0.072	0.195	0.031	0.031	0.018	0.000	0.202	0.202	0.202	1.000	0.480	0.110	0.080	0.091
산정대지면적	0.438	0.589	0.201	0.201	0.348	0.160	0.000	0.000	0.000	0.480	1.000	0.347	0.677	0.830
건물전체연면적	0.369	0.368	0.196	0.196	0.235	0.093	0.000	0.000	0.000	0.110	0.347	1.000	0.710	0.461
건물산정연면적	0.634	0.622	0.394	0.394	0.428	0.290	0.000	0.000	0.000	0.080	0.677	0.710	1.000	0.835
주택가격	0.549	0.670	0.319	0.319	0.444	0.240	0.000	0.000	0.000	0.091	0.830	0.461	0.835	1.000

Heatmap
Table

	기준년도	법정동명	특수지구분명	특수지구분코드
기준년도	1.000	1.000	1.000	1.000
법정동명	1.000	1.000	0.302	0.302
특수지구분명	1.000	0.302	1.000	1.000
특수지구분코드	1.000	0.302	1.000	1.000

Heatmap
Table

	법정동코드	본번	부번	기준월	동코드	동명	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	법정동명	특수지구분코드	특수지구분명	기준년도
법정동코드	1.000	-0.290	-0.003	0.019	0.019	0.037	0.050	0.283	0.102	0.309	0.311	0.999	0.149	0.149	1.000
본번	-0.290	1.000	-0.264	-0.009	-0.009	-0.002	0.005	0.061	0.027	0.075	0.092	0.681	0.509	0.509	1.000
부번	-0.003	-0.264	1.000	-0.108	-0.108	-0.028	-0.026	-0.167	-0.017	-0.161	-0.192	0.109	0.386	0.386	1.000
기준월	0.019	-0.009	-0.108	1.000	1.000	0.105	0.012	-0.038	-0.057	-0.063	-0.056	0.000	0.000	0.000	1.000
동코드	0.019	-0.009	-0.108	1.000	1.000	0.105	0.012	-0.038	-0.057	-0.063	-0.056	0.000	0.000	0.000	1.000
동명	0.037	-0.002	-0.028	0.105	0.105	1.000	0.023	0.028	0.008	0.022	0.024	0.000	0.000	0.000	1.000
토지대장면적	0.050	0.005	-0.026	0.012	0.012	0.023	1.000	0.342	0.498	0.164	0.272	0.088	0.021	0.021	1.000
산정대지면적	0.283	0.061	-0.167	-0.038	-0.038	0.028	0.342	1.000	-0.050	0.604	0.838	0.272	0.117	0.117	1.000
건물전체연면적	0.102	0.027	-0.017	-0.057	-0.057	0.008	0.498	-0.050	1.000	0.530	0.261	0.144	0.083	0.083	1.000
건물산정연면적	0.309	0.075	-0.161	-0.063	-0.063	0.022	0.164	0.604	0.530	1.000	0.831	0.284	0.174	0.174	1.000
주택가격	0.311	0.092	-0.192	-0.056	-0.056	0.024	0.272	0.838	0.261	0.831	1.000	0.332	0.190	0.190	1.000
법정동명	0.999	0.681	0.109	0.000	0.000	0.000	0.088	0.272	0.144	0.284	0.332	1.000	0.302	0.302	1.000
특수지구분코드	0.149	0.509	0.386	0.000	0.000	0.000	0.021	0.117	0.083	0.174	0.190	0.302	1.000	1.000	1.000
특수지구분명	0.149	0.509	0.386	0.000	0.000	0.000	0.021	0.117	0.083	0.174	0.190	0.302	1.000	1.000	1.000
기준년도	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	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
0	101	인천광역시 서구 백석동	1	일반	3	0	2021	0	0	0	422.0	422.0	262.77	262.77	354000000	2021-05-17
1	101	인천광역시 서구 백석동	1	일반	6	0	2021	0	0	0	330.0	330.0	179.65	179.65	307000000	2021-05-17
2	101	인천광역시 서구 백석동	1	일반	16	2	2021	1	1	1	165.0	165.0	78.96	78.96	187000000	2021-05-17
3	101	인천광역시 서구 백석동	1	일반	18	2	2021	0	0	0	702.0	702.0	203.67	203.67	572000000	2021-05-17
4	101	인천광역시 서구 백석동	1	일반	19	13	2021	0	0	1	330.0	129.53	298.26	117.06	174000000	2021-05-17
5	101	인천광역시 서구 백석동	1	일반	21	0	2021	1	1	1	361.0	148.15	77.69	77.69	98500000	2021-05-17
6	101	인천광역시 서구 백석동	1	일반	21	1	2021	1	1	0	586.0	295.05	197.71	197.71	247000000	2021-05-17
7	101	인천광역시 서구 백석동	1	일반	22	5	2021	0	0	0	590.0	590.0	95.85	95.85	427000000	2021-05-17
8	101	인천광역시 서구 백석동	1	일반	22	6	2021	0	0	0	553.0	553.0	260.88	260.88	617000000	2021-05-17
9	101	인천광역시 서구 백석동	1	일반	38	4	2021	0	0	0	1323.0	206.17	118.76	41.23	159000000	2021-05-17

	법정동코드	법정동명	특수지구분코드	특수지구분명	본번	부번	기준년도	토지대장면적	산정대지면적	건물전체연면적	건물산정연면적	주택가격	데이터기준일자
8959	122	인천광역시 서구 청라동	1	일반	190	1	<NA>	256.0	161.82	397.92	251.52	453000000	2021-05-17
8960	122	인천광역시 서구 청라동	1	일반	190	2	<NA>	214.6	214.6	397.31	397.31	468000000	2021-05-17
8961	122	인천광역시 서구 청라동	1	일반	190	3	<NA>	206.1	206.1	365.88	365.88	476000000	2021-05-17
8962	122	인천광역시 서구 청라동	1	일반	190	5	<NA>	3240.0	818.05	502.65	202.65	449000000	2021-05-17
8963	122	인천광역시 서구 청라동	1	일반	190	6	<NA>	218.2	218.2	338.52	338.52	474000000	2021-05-17
8964	122	인천광역시 서구 청라동	1	일반	191	1	<NA>	277.6	139.11	673.44	337.47	441000000	2021-05-17
8965	122	인천광역시 서구 청라동	1	일반	191	2	<NA>	274.0	274.0	403.56	403.56	448000000	2021-05-17
8966	122	인천광역시 서구 청라동	1	일반	191	4	<NA>	336.4	336.4	121.68	121.68	458000000	2021-05-17
8967	122	인천광역시 서구 청라동	1	일반	191	5	<NA>	277.6	139.11	673.44	337.47	441000000	2021-05-17
8968	122	인천광역시 서구 청라동	1	일반	191	6	<NA>	222.7	222.7	501.04	501.04	469000000	2021-05-17

Overview

Variables

Common Values

Length

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample