Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 10000 |
Missing cells | 10000 |
Missing cells (%) | 12.5% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 781.2 KiB |
Average record size in memory | 80.0 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 5 |
Unsupported | 1 |
Dataset
Description | 개별주택가격은 국토교통부장관이 매년 공시하는 표준주택가격을 기준으로 시장·군수·구청장이 조사한 개별주택의 특성과 비교표준주택의 특성을 비교하여 국토교통부장관이 작성·공급한 「주택가격비준표」 상의 주택특성 차이에 따른 가격배율을 산출하고 이를 표준주택가격에 곱하여 산정한 후 한국부동산원의 검증을 받아 주택소유자 등의 의견수렴과 시·군·구 부동산가격공시위원회 심의 등의 절차를 거쳐 시장·군수 ·구청장이 결정 공시하는 개별주택의 가격 |
---|---|
Author | 경상남도 하동군 |
URL | https://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15013457 |
시군구코드 has constant value "" | Constant |
토지구분 is highly imbalanced (94.6%) | Imbalance |
Unnamed: 7 has 10000 (100.0%) missing values | Missing |
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
부번 has 4503 (45.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-11 00:31:09.114859 |
---|---|
Analysis finished | 2023-12-11 00:31:13.089683 |
Duration | 3.97 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시군구코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
48850 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 48850 |
---|---|
2nd row | 48850 |
3rd row | 48850 |
4th row | 48850 |
5th row | 48850 |
Common Values
Value | Count | Frequency (%) |
48850 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
48850 | 10000 |
읍면동코드
Real number (ℝ)
Distinct | 13 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 346.733 |
Minimum | 250 |
---|---|
Maximum | 420 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 250 |
---|---|
5-th percentile | 250 |
Q1 | 320 |
median | 350 |
Q3 | 390 |
95-th percentile | 420 |
Maximum | 420 |
Range | 170 |
Interquartile range (IQR) | 70 |
Descriptive statistics
Standard deviation | 50.832028 |
---|---|
Coefficient of variation (CV) | 0.1466028 |
Kurtosis | -0.54034715 |
Mean | 346.733 |
Median Absolute Deviation (MAD) | 30 |
Skewness | -0.53457587 |
Sum | 3467330 |
Variance | 2583.8951 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
250 | 1400 | |
320 | 1083 | |
410 | 1015 | |
370 | 962 | |
360 | 914 | |
310 | 817 | |
350 | 623 | |
420 | 599 | |
380 | 580 | |
340 | 565 | 5.7% |
Other values (3) | 1442 |
Value | Count | Frequency (%) |
250 | 1400 | |
310 | 817 | |
320 | 1083 | |
330 | 534 | 5.3% |
340 | 565 | |
350 | 623 | |
360 | 914 | |
370 | 962 | |
380 | 580 | |
390 | 518 | 5.2% |
Value | Count | Frequency (%) |
420 | 599 | |
410 | 1015 | |
400 | 390 | 3.9% |
390 | 518 | |
380 | 580 | |
370 | 962 | |
360 | 914 | |
350 | 623 | |
340 | 565 | |
330 | 534 |
리코드
Real number (ℝ)
Distinct | 15 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24.7601 |
Minimum | 21 |
---|---|
Maximum | 35 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 21 |
---|---|
5-th percentile | 21 |
Q1 | 22 |
median | 24 |
Q3 | 27 |
95-th percentile | 31 |
Maximum | 35 |
Range | 14 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 3.2089839 |
---|---|
Coefficient of variation (CV) | 0.12960303 |
Kurtosis | 0.28838921 |
Mean | 24.7601 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0.87867006 |
Sum | 247601 |
Variance | 10.297578 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
21 | 1788 | |
24 | 1409 | |
22 | 1160 | |
23 | 1068 | |
25 | 1047 | |
26 | 917 | |
27 | 827 | |
28 | 487 | 4.9% |
30 | 322 | 3.2% |
29 | 321 | 3.2% |
Other values (5) | 654 | 6.5% |
Value | Count | Frequency (%) |
21 | 1788 | |
22 | 1160 | |
23 | 1068 | |
24 | 1409 | |
25 | 1047 | |
26 | 917 | |
27 | 827 | |
28 | 487 | 4.9% |
29 | 321 | 3.2% |
30 | 322 | 3.2% |
Value | Count | Frequency (%) |
35 | 28 | 0.3% |
34 | 142 | 1.4% |
33 | 111 | 1.1% |
32 | 168 | 1.7% |
31 | 205 | 2.1% |
30 | 322 | 3.2% |
29 | 321 | 3.2% |
28 | 487 | |
27 | 827 | |
26 | 917 |
토지구분
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1 | |
---|---|
2 | 62 |
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 | 9938 | |
2 | 62 | 0.6% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 9938 | |
2 | 62 | 0.6% |
본번
Real number (ℝ)
Distinct | 1515 |
---|---|
Distinct (%) | 15.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 543.8583 |
Minimum | 1 |
---|---|
Maximum | 2109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 69 |
Q1 | 259 |
median | 475 |
Q3 | 759 |
95-th percentile | 1246 |
Maximum | 2109 |
Range | 2108 |
Interquartile range (IQR) | 500 |
Descriptive statistics
Standard deviation | 367.44213 |
---|---|
Coefficient of variation (CV) | 0.67562107 |
Kurtosis | 0.28678604 |
Mean | 543.8583 |
Median Absolute Deviation (MAD) | 250 |
Skewness | 0.81394668 |
Sum | 5438583 |
Variance | 135013.72 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
924 | 62 | 0.6% |
302 | 61 | 0.6% |
1113 | 55 | 0.5% |
221 | 36 | 0.4% |
116 | 35 | 0.4% |
299 | 28 | 0.3% |
124 | 27 | 0.3% |
100 | 27 | 0.3% |
1337 | 25 | 0.2% |
109 | 25 | 0.2% |
Other values (1505) | 9619 |
Value | Count | Frequency (%) |
1 | 1 | < 0.1% |
2 | 3 | < 0.1% |
3 | 10 | |
4 | 4 | < 0.1% |
5 | 10 | |
6 | 1 | < 0.1% |
7 | 5 | |
8 | 5 | |
9 | 4 | < 0.1% |
11 | 2 | < 0.1% |
Value | Count | Frequency (%) |
2109 | 1 | |
2108 | 1 | |
2018 | 1 | |
2015 | 1 | |
2012 | 2 | |
2011 | 1 | |
2010 | 1 | |
2008 | 1 | |
2007 | 1 | |
2004 | 1 |
부번
Real number (ℝ)
ZEROS
 
Distinct | 167 |
---|---|
Distinct (%) | 1.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.0286 |
Minimum | 0 |
---|---|
Maximum | 479 |
Zeros | 4503 |
Zeros (%) | 45.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 1 |
Q3 | 3 |
95-th percentile | 16 |
Maximum | 479 |
Range | 479 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 21.675621 |
---|---|
Coefficient of variation (CV) | 4.3104684 |
Kurtosis | 163.87964 |
Mean | 5.0286 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 11.131531 |
Sum | 50286 |
Variance | 469.83257 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 4503 | |
1 | 1668 | 16.7% |
2 | 1050 | 10.5% |
3 | 687 | 6.9% |
4 | 403 | 4.0% |
5 | 285 | 2.9% |
6 | 213 | 2.1% |
7 | 162 | 1.6% |
8 | 109 | 1.1% |
9 | 103 | 1.0% |
Other values (157) | 817 | 8.2% |
Value | Count | Frequency (%) |
0 | 4503 | |
1 | 1668 | 16.7% |
2 | 1050 | 10.5% |
3 | 687 | 6.9% |
4 | 403 | 4.0% |
5 | 285 | 2.9% |
6 | 213 | 2.1% |
7 | 162 | 1.6% |
8 | 109 | 1.1% |
9 | 103 | 1.0% |
Value | Count | Frequency (%) |
479 | 1 | |
452 | 1 | |
435 | 1 | |
434 | 1 | |
433 | 1 | |
428 | 1 | |
373 | 1 | |
345 | 1 | |
314 | 1 | |
293 | 1 |
주택공시가격
Real number (ℝ)
Distinct | 1687 |
---|---|
Distinct (%) | 16.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28692488 |
Minimum | 644000 |
---|---|
Maximum | 5.03 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 644000 |
---|---|
5-th percentile | 4480000 |
Q1 | 9977500 |
median | 20200000 |
Q3 | 38900000 |
95-th percentile | 79000000 |
Maximum | 5.03 × 108 |
Range | 5.02356 × 108 |
Interquartile range (IQR) | 28922500 |
Descriptive statistics
Standard deviation | 27736562 |
---|---|
Coefficient of variation (CV) | 0.96668375 |
Kurtosis | 24.784038 |
Mean | 28692488 |
Median Absolute Deviation (MAD) | 12300000 |
Skewness | 3.2338428 |
Sum | 2.8692488 × 1011 |
Variance | 7.6931684 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10000000 | 45 | 0.4% |
10200000 | 43 | 0.4% |
11500000 | 42 | 0.4% |
10800000 | 41 | 0.4% |
11400000 | 41 | 0.4% |
13000000 | 40 | 0.4% |
10600000 | 40 | 0.4% |
12900000 | 39 | 0.4% |
11900000 | 39 | 0.4% |
10300000 | 38 | 0.4% |
Other values (1677) | 9592 |
Value | Count | Frequency (%) |
644000 | 1 | |
758000 | 1 | |
790000 | 1 | |
820000 | 1 | |
833000 | 1 | |
837000 | 1 | |
848000 | 1 | |
865000 | 1 | |
1000000 | 1 | |
1060000 | 1 |
Value | Count | Frequency (%) |
503000000 | 1 | |
416000000 | 1 | |
372000000 | 1 | |
351000000 | 1 | |
330000000 | 1 | |
281000000 | 1 | |
278000000 | 1 | |
256000000 | 1 | |
248000000 | 1 | |
239000000 | 1 |
Unnamed: 7
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 10000 |
---|---|
Missing (%) | 100.0% |
Memory size | 166.0 KiB |
읍면동코드 | 리코드 | 토지구분 | 본번 | 부번 | 주택공시가격 | |
---|---|---|---|---|---|---|
읍면동코드 | 1.000 | 0.383 | 0.046 | 0.248 | 0.158 | 0.085 |
리코드 | 0.383 | 1.000 | 0.033 | 0.312 | 0.133 | 0.046 |
토지구분 | 0.046 | 0.033 | 1.000 | 0.179 | 0.000 | 0.000 |
본번 | 0.248 | 0.312 | 0.179 | 1.000 | 0.172 | 0.000 |
부번 | 0.158 | 0.133 | 0.000 | 0.172 | 1.000 | 0.126 |
주택공시가격 | 0.085 | 0.046 | 0.000 | 0.000 | 0.126 | 1.000 |
읍면동코드 | 리코드 | 본번 | 부번 | 주택공시가격 | 토지구분 | |
---|---|---|---|---|---|---|
읍면동코드 | 1.000 | 0.030 | -0.031 | -0.003 | -0.080 | 0.050 |
리코드 | 0.030 | 1.000 | 0.030 | -0.114 | -0.098 | 0.024 |
본번 | -0.031 | 0.030 | 1.000 | -0.069 | 0.022 | 0.137 |
부번 | -0.003 | -0.114 | -0.069 | 1.000 | 0.174 | 0.000 |
주택공시가격 | -0.080 | -0.098 | 0.022 | 0.174 | 1.000 | 0.000 |
토지구분 | 0.050 | 0.024 | 0.137 | 0.000 | 0.000 | 1.000 |
시군구코드 | 읍면동코드 | 리코드 | 토지구분 | 본번 | 부번 | 주택공시가격 | Unnamed: 7 | |
---|---|---|---|---|---|---|---|---|
15110 | 48850 | 410 | 32 | 1 | 464 | 2 | 71400000 | <NA> |
12269 | 48850 | 390 | 21 | 1 | 100 | 3 | 32100000 | <NA> |
2277 | 48850 | 310 | 21 | 1 | 162 | 0 | 63600000 | <NA> |
9 | 48850 | 250 | 21 | 1 | 100 | 13 | 41400000 | <NA> |
13690 | 48850 | 400 | 25 | 1 | 1615 | 0 | 5340000 | <NA> |
12023 | 48850 | 380 | 26 | 1 | 539 | 2 | 14900000 | <NA> |
8248 | 48850 | 360 | 22 | 1 | 75 | 0 | 14900000 | <NA> |
15478 | 48850 | 420 | 21 | 1 | 866 | 0 | 22000000 | <NA> |
11047 | 48850 | 370 | 28 | 1 | 756 | 3 | 17200000 | <NA> |
5310 | 48850 | 320 | 34 | 1 | 429 | 0 | 47300000 | <NA> |
시군구코드 | 읍면동코드 | 리코드 | 토지구분 | 본번 | 부번 | 주택공시가격 | Unnamed: 7 | |
---|---|---|---|---|---|---|---|---|
4070 | 48850 | 320 | 24 | 1 | 1025 | 0 | 35800000 | <NA> |
2625 | 48850 | 310 | 23 | 1 | 330 | 6 | 124000000 | <NA> |
14346 | 48850 | 410 | 26 | 1 | 317 | 0 | 9020000 | <NA> |
14981 | 48850 | 410 | 31 | 1 | 574 | 10 | 6420000 | <NA> |
3213 | 48850 | 310 | 27 | 1 | 141 | 3 | 19600000 | <NA> |
11560 | 48850 | 380 | 22 | 1 | 838 | 1 | 5530000 | <NA> |
3561 | 48850 | 310 | 29 | 1 | 1381 | 0 | 125000000 | <NA> |
4072 | 48850 | 320 | 24 | 1 | 1065 | 3 | 14700000 | <NA> |
608 | 48850 | 250 | 21 | 1 | 945 | 0 | 15400000 | <NA> |
4822 | 48850 | 320 | 31 | 1 | 34 | 0 | 20000000 | <NA> |