Overview

Dataset statistics

Number of variables8
Number of observations10000
Missing cells82
Missing cells (%)0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory752.0 KiB
Average record size in memory77.0 B

Variable types

Numeric4
Categorical4

Dataset

Description경기도 양주시의 개별공시지가 데이터로 가격기준년도, 토지소재지, 본번, 부번, 개별공시지가 등의 항목을 제공합니다.
URLhttps://www.data.go.kr/data/15113627/fileData.do

Alerts

가격기준년도 has constant value ""Constant
기준일자 has constant value ""Constant
공시일자 has constant value ""Constant
번호 is highly overall correlated with 토지소재지High correlation
토지소재지 is highly overall correlated with 번호High correlation
번호 has unique valuesUnique
부번 has 1340 (13.4%) zerosZeros

Reproduction

Analysis started2023-12-12 10:35:27.940144
Analysis finished2023-12-12 10:35:31.498907
Duration3.56 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct10000
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean49761.051
Minimum7
Maximum99996
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-12T19:35:31.654536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum7
5-th percentile5155
Q124609.5
median49794
Q374692.25
95-th percentile94839.1
Maximum99996
Range99989
Interquartile range (IQR)50082.75

Descriptive statistics

Standard deviation28809.991
Coefficient of variation (CV)0.57896669
Kurtosis-1.2039489
Mean49761.051
Median Absolute Deviation (MAD)25083.5
Skewness0.016013928
Sum4.9761051 × 108
Variance8.300156 × 108
MonotonicityNot monotonic
2023-12-12T19:35:31.940349image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
25257 1
 
< 0.1%
63773 1
 
< 0.1%
36335 1
 
< 0.1%
5289 1
 
< 0.1%
8476 1
 
< 0.1%
98958 1
 
< 0.1%
21294 1
 
< 0.1%
51554 1
 
< 0.1%
17339 1
 
< 0.1%
91489 1
 
< 0.1%
Other values (9990) 9990
99.9%
ValueCountFrequency (%)
7 1
< 0.1%
12 1
< 0.1%
13 1
< 0.1%
18 1
< 0.1%
24 1
< 0.1%
28 1
< 0.1%
33 1
< 0.1%
34 1
< 0.1%
50 1
< 0.1%
52 1
< 0.1%
ValueCountFrequency (%)
99996 1
< 0.1%
99995 1
< 0.1%
99992 1
< 0.1%
99966 1
< 0.1%
99959 1
< 0.1%
99954 1
< 0.1%
99952 1
< 0.1%
99941 1
< 0.1%
99938 1
< 0.1%
99935 1
< 0.1%

가격기준년도
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023
10000 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023
2nd row2023
3rd row2023
4th row2023
5th row2023

Common Values

ValueCountFrequency (%)
2023 10000
100.0%

Length

2023-12-12T19:35:32.167747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:35:32.311805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023 10000
100.0%

토지소재지
Categorical

HIGH CORRELATION 

Distinct36
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
봉양동
 
589
백석읍 방성리
 
466
덕계동
 
450
은현면 용암리
 
443
은현면 하패리
 
428
Other values (31)
7624 

Length

Max length7
Median length3
Mean length4.8686
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row덕정동
2nd row은현면 운암리
3rd row덕계동
4th row남면 구암리
5th row백석읍 가업리

Common Values

ValueCountFrequency (%)
봉양동 589
 
5.9%
백석읍 방성리 466
 
4.7%
덕계동 450
 
4.5%
은현면 용암리 443
 
4.4%
은현면 하패리 428
 
4.3%
삼숭동 428
 
4.3%
만송동 372
 
3.7%
회암동 352
 
3.5%
백석읍 오산리 342
 
3.4%
은현면 도하리 333
 
3.3%
Other values (26) 5797
58.0%

Length

2023-12-12T19:35:32.476906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
백석읍 2053
 
13.8%
은현면 2008
 
13.5%
남면 814
 
5.5%
봉양동 589
 
4.0%
방성리 466
 
3.1%
덕계동 450
 
3.0%
용암리 443
 
3.0%
하패리 428
 
2.9%
삼숭동 428
 
2.9%
만송동 372
 
2.5%
Other values (29) 6824
45.9%

본번
Real number (ℝ)

Distinct1013
Distinct (%)10.2%
Missing82
Missing (%)0.8%
Infinite0
Infinite (%)0.0%
Mean332.47772
Minimum0
Maximum1110
Zeros2
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-12T19:35:32.704987image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile21
Q1125
median297
Q3490.75
95-th percentile807.3
Maximum1110
Range1110
Interquartile range (IQR)365.75

Descriptive statistics

Standard deviation245.74074
Coefficient of variation (CV)0.73911942
Kurtosis-0.059540912
Mean332.47772
Median Absolute Deviation (MAD)179
Skewness0.73094857
Sum3297514
Variance60388.51
MonotonicityNot monotonic
2023-12-12T19:35:32.951056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
285 49
 
0.5%
12 35
 
0.4%
21 34
 
0.3%
68 34
 
0.3%
1 34
 
0.3%
184 34
 
0.3%
5 33
 
0.3%
24 33
 
0.3%
93 32
 
0.3%
16 32
 
0.3%
Other values (1003) 9568
95.7%
(Missing) 82
 
0.8%
ValueCountFrequency (%)
0 2
 
< 0.1%
1 34
0.3%
2 29
0.3%
3 21
0.2%
4 24
0.2%
5 33
0.3%
6 17
0.2%
7 25
0.2%
8 16
0.2%
9 24
0.2%
ValueCountFrequency (%)
1110 2
< 0.1%
1109 2
< 0.1%
1107 1
 
< 0.1%
1105 4
< 0.1%
1102 2
< 0.1%
1095 1
 
< 0.1%
1091 1
 
< 0.1%
1083 1
 
< 0.1%
1080 1
 
< 0.1%
1079 2
< 0.1%

부번
Real number (ℝ)

ZEROS 

Distinct204
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.4624
Minimum0
Maximum1108
Zeros1340
Zeros (%)13.4%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-12T19:35:33.147454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median4
Q311
95-th percentile38
Maximum1108
Range1108
Interquartile range (IQR)10

Descriptive statistics

Standard deviation46.452317
Coefficient of variation (CV)3.7273974
Kurtosis271.85026
Mean12.4624
Median Absolute Deviation (MAD)3
Skewness14.649958
Sum124624
Variance2157.8178
MonotonicityNot monotonic
2023-12-12T19:35:33.732201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1375
13.8%
0 1340
13.4%
2 984
 
9.8%
3 775
 
7.8%
4 669
 
6.7%
5 530
 
5.3%
6 485
 
4.9%
7 411
 
4.1%
8 320
 
3.2%
9 308
 
3.1%
Other values (194) 2803
28.0%
ValueCountFrequency (%)
0 1340
13.4%
1 1375
13.8%
2 984
9.8%
3 775
7.8%
4 669
6.7%
5 530
 
5.3%
6 485
 
4.9%
7 411
 
4.1%
8 320
 
3.2%
9 308
 
3.1%
ValueCountFrequency (%)
1108 1
< 0.1%
1106 1
< 0.1%
1104 1
< 0.1%
1103 1
< 0.1%
1002 2
< 0.1%
1001 1
< 0.1%
903 1
< 0.1%
808 1
< 0.1%
803 1
< 0.1%
802 2
< 0.1%

개별공시지가
Real number (ℝ)

Distinct3747
Distinct (%)37.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean234628.45
Minimum1260
Maximum4809000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-12T19:35:33.949471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1260
5-th percentile21195
Q164700
median141700
Q3291125
95-th percentile761390
Maximum4809000
Range4807740
Interquartile range (IQR)226425

Descriptive statistics

Standard deviation301213.96
Coefficient of variation (CV)1.2837913
Kurtosis28.742844
Mean234628.45
Median Absolute Deviation (MAD)92750
Skewness4.156439
Sum2.3462845 × 109
Variance9.0729848 × 1010
MonotonicityNot monotonic
2023-12-12T19:35:34.171410image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
85000 67
 
0.7%
50900 63
 
0.6%
76400 36
 
0.4%
143100 35
 
0.4%
42200 35
 
0.4%
43300 31
 
0.3%
28100 28
 
0.3%
191400 26
 
0.3%
28800 23
 
0.2%
77100 23
 
0.2%
Other values (3737) 9633
96.3%
ValueCountFrequency (%)
1260 1
 
< 0.1%
1360 1
 
< 0.1%
1660 1
 
< 0.1%
2030 1
 
< 0.1%
2350 1
 
< 0.1%
2370 2
< 0.1%
2450 3
< 0.1%
2500 3
< 0.1%
2700 1
 
< 0.1%
2760 1
 
< 0.1%
ValueCountFrequency (%)
4809000 1
< 0.1%
3797000 1
< 0.1%
3482000 1
< 0.1%
3379000 1
< 0.1%
3377000 1
< 0.1%
3348000 1
< 0.1%
3264000 1
< 0.1%
3159000 1
< 0.1%
3135000 1
< 0.1%
3109000 1
< 0.1%

기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-01-01
10000 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-01-01
2nd row2023-01-01
3rd row2023-01-01
4th row2023-01-01
5th row2023-01-01

Common Values

ValueCountFrequency (%)
2023-01-01 10000
100.0%

Length

2023-12-12T19:35:34.354362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:35:34.480576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-01-01 10000
100.0%

공시일자
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-04-28
10000 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-04-28
2nd row2023-04-28
3rd row2023-04-28
4th row2023-04-28
5th row2023-04-28

Common Values

ValueCountFrequency (%)
2023-04-28 10000
100.0%

Length

2023-12-12T19:35:34.607007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:35:34.720762image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-04-28 10000
100.0%

Interactions

2023-12-12T19:35:30.450727image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:28.770080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:29.296101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:29.821173image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:30.605784image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:28.888500image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:29.417244image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:29.980246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:30.722421image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:29.018117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:29.550304image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:30.124833image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:30.874461image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:29.159705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:29.673565image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:35:30.281519image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T19:35:34.808721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호토지소재지본번부번개별공시지가
번호1.0000.9910.4680.1360.315
토지소재지0.9911.0000.6400.2370.506
본번0.4680.6401.0000.1170.202
부번0.1360.2370.1171.0000.153
개별공시지가0.3150.5060.2020.1531.000
2023-12-12T19:35:34.956219image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호본번부번개별공시지가토지소재지
번호1.000-0.070-0.036-0.2810.925
본번-0.0701.000-0.0090.2270.282
부번-0.036-0.0091.0000.0720.085
개별공시지가-0.2810.2270.0721.0000.194
토지소재지0.9250.2820.0850.1941.000

Missing values

2023-12-12T19:35:31.130342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T19:35:31.407744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

번호가격기준년도토지소재지본번부번개별공시지가기준일자공시일자
25256252572023덕정동133720170002023-01-012023-04-28
81024810252023은현면 운암리467272536002023-01-012023-04-28
44959449602023덕계동311101431002023-01-012023-04-28
97931979322023남면 구암리783251002023-01-012023-04-28
63204632052023백석읍 가업리4701815002023-01-012023-04-28
73814738152023은현면 용암리53712310002023-01-012023-04-28
23484234852023고읍동29374410002023-01-012023-04-28
79083790842023은현면 운암리5633615002023-01-012023-04-28
61403614042023백석읍 복지리561425002023-01-012023-04-28
21557215582023삼숭동65352812002023-01-012023-04-28
번호가격기준년도토지소재지본번부번개별공시지가기준일자공시일자
57567575682023백석읍 오산리44216653002023-01-012023-04-28
54801548022023백석읍 방성리71763228002023-01-012023-04-28
12174121752023광사동359193378002023-01-012023-04-28
87462874632023은현면 하패리8911843002023-01-012023-04-28
14328143292023광사동16842896002023-01-012023-04-28
58815588162023백석읍 오산리6731815002023-01-012023-04-28
11568115692023광사동1836776002023-01-012023-04-28
67604676052023백석읍 연곡리4142353002023-01-012023-04-28
335933602023어둔동38801083002023-01-012023-04-28
72573725742023은현면 용암리218222469002023-01-012023-04-28