Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 24 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.4 KiB |
Average record size in memory | 59.5 B |
Variable types
Categorical | 1 |
---|---|
Numeric | 5 |
Dataset
Description | 충청남도 당진시 공동주택 분양률 정보 입니다. |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=88&beforeMenuCd=DOM_000000201001001000&publicdatapk=15107519 |
월별 is highly overall correlated with 년도별 | High correlation |
총 분양가구수 is highly overall correlated with 미분양가구수 and 3 other fields | High correlation |
미분양가구수 is highly overall correlated with 총 분양가구수 and 3 other fields | High correlation |
분양률 is highly overall correlated with 총 분양가구수 and 3 other fields | High correlation |
미분양률 is highly overall correlated with 총 분양가구수 and 3 other fields | High correlation |
년도별 is highly overall correlated with 월별 and 4 other fields | High correlation |
년도별 is highly imbalanced (68.6%) | Imbalance |
미분양가구수 has unique values | Unique |
분양률 has unique values | Unique |
미분양률 has unique values | Unique |
Reproduction
Analysis started | 2024-01-09 21:10:46.385792 |
---|---|
Analysis finished | 2024-01-09 21:10:48.860943 |
Duration | 2.48 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
년도별
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 12.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 324.0 B |
<NA> | |
---|---|
2020 | 1 |
2021 | 1 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 8.3% |
Sample
1st row | 2020 |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 22 | |
2020 | 1 | 4.2% |
2021 | 1 | 4.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 22 | |
2020 | 1 | 4.2% |
2021 | 1 | 4.2% |
월별
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 12 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.5 |
Minimum | 1 |
---|---|
Maximum | 12 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1.15 |
Q1 | 3.75 |
median | 6.5 |
Q3 | 9.25 |
95-th percentile | 11.85 |
Maximum | 12 |
Range | 11 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 3.5262987 |
---|---|
Coefficient of variation (CV) | 0.54250749 |
Kurtosis | -1.2156934 |
Mean | 6.5 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0 |
Sum | 156 |
Variance | 12.434783 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 2 | |
2 | 2 | |
3 | 2 | |
4 | 2 | |
5 | 2 | |
6 | 2 | |
7 | 2 | |
8 | 2 | |
9 | 2 | |
10 | 2 | |
Other values (2) | 4 |
Value | Count | Frequency (%) |
1 | 2 | |
2 | 2 | |
3 | 2 | |
4 | 2 | |
5 | 2 | |
6 | 2 | |
7 | 2 | |
8 | 2 | |
9 | 2 | |
10 | 2 |
Value | Count | Frequency (%) |
12 | 2 | |
11 | 2 | |
10 | 2 | |
9 | 2 | |
8 | 2 | |
7 | 2 | |
6 | 2 | |
5 | 2 | |
4 | 2 | |
3 | 2 |
총 분양가구수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 11 |
---|---|
Distinct (%) | 45.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4769.7083 |
Minimum | 2910 |
---|---|
Maximum | 6821 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 2910 |
---|---|
5-th percentile | 3083 |
Q1 | 3754 |
median | 5351 |
Q3 | 5358 |
95-th percentile | 6821 |
Maximum | 6821 |
Range | 3911 |
Interquartile range (IQR) | 1604 |
Descriptive statistics
Standard deviation | 1185.2571 |
---|---|
Coefficient of variation (CV) | 0.24849676 |
Kurtosis | -0.74039522 |
Mean | 4769.7083 |
Median Absolute Deviation (MAD) | 1064 |
Skewness | 0.092719462 |
Sum | 114473 |
Variance | 1404834.3 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5358 | 7 | |
3083 | 3 | |
3754 | 3 | |
6821 | 3 | |
5351 | 2 | 8.3% |
2910 | 1 | 4.2% |
4031 | 1 | 4.2% |
4370 | 1 | 4.2% |
4415 | 1 | 4.2% |
4204 | 1 | 4.2% |
Value | Count | Frequency (%) |
2910 | 1 | 4.2% |
3083 | 3 | |
3754 | 3 | |
4031 | 1 | 4.2% |
4204 | 1 | 4.2% |
4370 | 1 | 4.2% |
4415 | 1 | 4.2% |
5351 | 2 | 8.3% |
5358 | 7 | |
5361 | 1 | 4.2% |
Value | Count | Frequency (%) |
6821 | 3 | |
5361 | 1 | 4.2% |
5358 | 7 | |
5351 | 2 | 8.3% |
4415 | 1 | 4.2% |
4370 | 1 | 4.2% |
4204 | 1 | 4.2% |
4031 | 1 | 4.2% |
3754 | 3 | |
3083 | 3 |
미분양가구수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 776.54167 |
Minimum | 58 |
---|---|
Maximum | 1796 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 58 |
---|---|
5-th percentile | 71.1 |
Q1 | 298.25 |
median | 824.5 |
Q3 | 1132 |
95-th percentile | 1646.8 |
Maximum | 1796 |
Range | 1738 |
Interquartile range (IQR) | 833.75 |
Descriptive statistics
Standard deviation | 536.72696 |
---|---|
Coefficient of variation (CV) | 0.69117599 |
Kurtosis | -1.1501669 |
Mean | 776.54167 |
Median Absolute Deviation (MAD) | 493.5 |
Skewness | 0.23807233 |
Sum | 18637 |
Variance | 288075.82 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1385 | 1 | 4.2% |
552 | 1 | 4.2% |
153 | 1 | 4.2% |
58 | 1 | 4.2% |
63 | 1 | 4.2% |
117 | 1 | 4.2% |
211 | 1 | 4.2% |
272 | 1 | 4.2% |
307 | 1 | 4.2% |
337 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
58 | 1 | |
63 | 1 | |
117 | 1 | |
153 | 1 | |
211 | 1 | |
272 | 1 | |
307 | 1 | |
337 | 1 | |
410 | 1 | |
469 | 1 |
Value | Count | Frequency (%) |
1796 | 1 | |
1693 | 1 | |
1385 | 1 | |
1382 | 1 | |
1324 | 1 | |
1192 | 1 | |
1112 | 1 | |
1062 | 1 | |
1042 | 1 | |
1033 | 1 |
분양률
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19.844443 |
Minimum | 0.8503152 |
---|---|
Maximum | 47.842302 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 0.8503152 |
---|---|
5-th percentile | 1.1124398 |
Q1 | 5.5664427 |
median | 16.34274 |
Q3 | 30.355565 |
95-th percentile | 47.179297 |
Maximum | 47.842302 |
Range | 46.991986 |
Interquartile range (IQR) | 24.789122 |
Descriptive statistics
Standard deviation | 16.494289 |
---|---|
Coefficient of variation (CV) | 0.83117926 |
Kurtosis | -1.2432972 |
Mean | 19.844443 |
Median Absolute Deviation (MAD) | 11.254843 |
Skewness | 0.48700793 |
Sum | 476.26662 |
Variance | 272.06157 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
47.59450172 | 1 | 4.2% |
10.30235162 | 1 | 4.2% |
2.243072863 | 1 | 4.2% |
0.850315203 | 1 | 4.2% |
0.923618238 | 1 | 4.2% |
2.182428651 | 1 | 4.2% |
3.938036581 | 1 | 4.2% |
5.07652109 | 1 | 4.2% |
5.729749907 | 1 | 4.2% |
6.289660321 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
0.850315203 | 1 | |
0.923618238 | 1 | |
2.182428651 | 1 | |
2.243072863 | 1 | |
3.938036581 | 1 | |
5.07652109 | 1 | |
5.729749907 | 1 | |
6.289660321 | 1 | |
7.652108996 | 1 | |
8.753266144 | 1 |
Value | Count | Frequency (%) |
47.84230155 | 1 | |
47.59450172 | 1 | |
44.82646773 | 1 | |
42.94518326 | 1 | |
40.27117031 | 1 | |
38.66363931 | 1 | |
27.5862069 | 1 | |
27.11774108 | 1 | |
25.09323388 | 1 | |
24.3020595 | 1 |
미분양률
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 80.155557 |
Minimum | 52.157698 |
---|---|
Maximum | 99.149685 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 52.157698 |
---|---|
5-th percentile | 52.820703 |
Q1 | 69.644435 |
median | 83.65726 |
Q3 | 94.433557 |
95-th percentile | 98.88756 |
Maximum | 99.149685 |
Range | 46.991986 |
Interquartile range (IQR) | 24.789122 |
Descriptive statistics
Standard deviation | 16.494289 |
---|---|
Coefficient of variation (CV) | 0.20577848 |
Kurtosis | -1.2432972 |
Mean | 80.155557 |
Median Absolute Deviation (MAD) | 11.254843 |
Skewness | -0.48700793 |
Sum | 1923.7334 |
Variance | 272.06157 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
52.40549828 | 1 | 4.2% |
89.69764838 | 1 | 4.2% |
97.75692714 | 1 | 4.2% |
99.1496848 | 1 | 4.2% |
99.07638176 | 1 | 4.2% |
97.81757135 | 1 | 4.2% |
96.06196342 | 1 | 4.2% |
94.92347891 | 1 | 4.2% |
94.27025009 | 1 | 4.2% |
93.71033968 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
52.15769845 | 1 | |
52.40549828 | 1 | |
55.17353227 | 1 | |
57.05481674 | 1 | |
59.72882969 | 1 | |
61.33636069 | 1 | |
72.4137931 | 1 | |
72.88225892 | 1 | |
74.90676612 | 1 | |
75.6979405 | 1 |
Value | Count | Frequency (%) |
99.1496848 | 1 | |
99.07638176 | 1 | |
97.81757135 | 1 | |
97.75692714 | 1 | |
96.06196342 | 1 | |
94.92347891 | 1 | |
94.27025009 | 1 | |
93.71033968 | 1 | |
92.347891 | 1 | |
91.24673386 | 1 |
년도별 | 월별 | 총 분양가구수 | 미분양가구수 | 분양률 | 미분양률 | |
---|---|---|---|---|---|---|
년도별 | 1.000 | NaN | NaN | 0.000 | 0.000 | 0.000 |
월별 | NaN | 1.000 | 0.000 | 0.000 | 0.202 | 0.202 |
총 분양가구수 | NaN | 0.000 | 1.000 | 0.734 | 0.832 | 0.832 |
미분양가구수 | 0.000 | 0.000 | 0.734 | 1.000 | 0.890 | 0.890 |
분양률 | 0.000 | 0.202 | 0.832 | 0.890 | 1.000 | 1.000 |
미분양률 | 0.000 | 0.202 | 0.832 | 0.890 | 1.000 | 1.000 |
월별 | 총 분양가구수 | 미분양가구수 | 분양률 | 미분양률 | 년도별 | |
---|---|---|---|---|---|---|
월별 | 1.000 | 0.451 | -0.337 | -0.427 | 0.427 | 1.000 |
총 분양가구수 | 0.451 | 1.000 | -0.909 | -0.956 | 0.956 | 1.000 |
미분양가구수 | -0.337 | -0.909 | 1.000 | 0.981 | -0.981 | 1.000 |
분양률 | -0.427 | -0.956 | 0.981 | 1.000 | -1.000 | 1.000 |
미분양률 | 0.427 | 0.956 | -0.981 | -1.000 | 1.000 | 1.000 |
년도별 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
년도별 | 월별 | 총 분양가구수 | 미분양가구수 | 분양률 | 미분양률 | |
---|---|---|---|---|---|---|
0 | 2020 | 1 | 2910 | 1385 | 47.594502 | 52.405498 |
1 | <NA> | 2 | 3083 | 1382 | 44.826468 | 55.173532 |
2 | <NA> | 3 | 3083 | 1324 | 42.945183 | 57.054817 |
3 | <NA> | 4 | 3083 | 1192 | 38.663639 | 61.336361 |
4 | <NA> | 5 | 3754 | 1796 | 47.842302 | 52.157698 |
5 | <NA> | 6 | 3754 | 1018 | 27.117741 | 72.882259 |
6 | <NA> | 7 | 3754 | 942 | 25.093234 | 74.906766 |
7 | <NA> | 8 | 4031 | 1112 | 27.586207 | 72.413793 |
8 | <NA> | 9 | 4370 | 1062 | 24.302059 | 75.697941 |
9 | <NA> | 10 | 4415 | 1033 | 23.397508 | 76.602492 |
년도별 | 월별 | 총 분양가구수 | 미분양가구수 | 분양률 | 미분양률 | |
---|---|---|---|---|---|---|
14 | <NA> | 3 | 5358 | 469 | 8.753266 | 91.246734 |
15 | <NA> | 4 | 5358 | 410 | 7.652109 | 92.347891 |
16 | <NA> | 5 | 5358 | 337 | 6.28966 | 93.71034 |
17 | <NA> | 6 | 5358 | 307 | 5.72975 | 94.27025 |
18 | <NA> | 7 | 5358 | 272 | 5.076521 | 94.923479 |
19 | <NA> | 8 | 5358 | 211 | 3.938037 | 96.061963 |
20 | <NA> | 9 | 5361 | 117 | 2.182429 | 97.817571 |
21 | <NA> | 10 | 6821 | 63 | 0.923618 | 99.076382 |
22 | <NA> | 11 | 6821 | 58 | 0.850315 | 99.149685 |
23 | <NA> | 12 | 6821 | 153 | 2.243073 | 97.756927 |