Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 66 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.0 KiB |
Average record size in memory | 47.0 B |
Variable types
Categorical | 3 |
---|---|
Numeric | 2 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 코리아크레딧뷰로 / 장윤상 |
URL | https://www.bigdata-transportation.kr/frn/prdt/detail?prdtId=PRDTNUM_000000020195 |
Reproduction
Analysis started | 2023-12-11 22:37:14.760099 |
---|---|
Analysis finished | 2023-12-11 22:37:15.686274 |
Duration | 0.93 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
BS_YR_MON
Categorical
Distinct | 3 |
---|---|
Distinct (%) | 4.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 660.0 B |
201912 | |
---|---|
202012 | |
202112 |
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 6 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 201912 |
---|---|
2nd row | 202012 |
3rd row | 202112 |
4th row | 201912 |
5th row | 202012 |
Common Values
Value | Count | Frequency (%) |
201912 | 22 | |
202012 | 22 | |
202112 | 22 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
201912 | 22 | |
202012 | 22 | |
202112 | 22 |
REGION_CD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 660.0 B |
1 |
---|
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 | 66 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 66 |
GENDER
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 660.0 B |
1 | |
---|---|
2 |
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 | 2 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 33 | |
2 | 33 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 33 | |
2 | 33 |
AGE_CD
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 11 |
---|---|
Distinct (%) | 16.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 49.636364 |
Minimum | 25 |
---|---|
Maximum | 71 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 726.0 B |
Quantile statistics
Minimum | 25 |
---|---|
5-th percentile | 25 |
Q1 | 35 |
median | 50 |
Q3 | 65 |
95-th percentile | 71 |
Maximum | 71 |
Range | 46 |
Interquartile range (IQR) | 30 |
Descriptive statistics
Standard deviation | 15.385944 |
---|---|
Coefficient of variation (CV) | 0.30997323 |
Kurtosis | -1.3002699 |
Mean | 49.636364 |
Median Absolute Deviation (MAD) | 15 |
Skewness | -0.093193277 |
Sum | 3276 |
Variance | 236.72727 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
60 | 6 | |
30 | 6 | |
50 | 6 | |
40 | 6 | |
35 | 6 | |
45 | 6 | |
65 | 6 | |
70 | 6 | |
25 | 6 | |
71 | 6 |
Value | Count | Frequency (%) |
25 | 6 | |
30 | 6 | |
35 | 6 | |
40 | 6 | |
45 | 6 | |
50 | 6 | |
55 | 6 | |
60 | 6 | |
65 | 6 | |
70 | 6 |
Value | Count | Frequency (%) |
71 | 6 | |
70 | 6 | |
65 | 6 | |
60 | 6 | |
55 | 6 | |
50 | 6 | |
45 | 6 | |
40 | 6 | |
35 | 6 | |
30 | 6 |
POP_CNT
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 66 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 93183.924 |
Minimum | 28138 |
---|---|
Maximum | 190046 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 726.0 B |
Quantile statistics
Minimum | 28138 |
---|---|
5-th percentile | 35951.75 |
Q1 | 67512.25 |
median | 81877.5 |
Q3 | 123823.75 |
95-th percentile | 180018.5 |
Maximum | 190046 |
Range | 161908 |
Interquartile range (IQR) | 56311.5 |
Descriptive statistics
Standard deviation | 42721.961 |
---|---|
Coefficient of variation (CV) | 0.45846922 |
Kurtosis | -0.30539875 |
Mean | 93183.924 |
Median Absolute Deviation (MAD) | 28789 |
Skewness | 0.63619849 |
Sum | 6150139 |
Variance | 1.825166 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
82047 | 1 | 1.5% |
52554 | 1 | 1.5% |
81475 | 1 | 1.5% |
67817 | 1 | 1.5% |
67075 | 1 | 1.5% |
91317 | 1 | 1.5% |
140298 | 1 | 1.5% |
81708 | 1 | 1.5% |
150526 | 1 | 1.5% |
149496 | 1 | 1.5% |
Other values (56) | 56 |
Value | Count | Frequency (%) |
28138 | 1 | |
29296 | 1 | |
33781 | 1 | |
34645 | 1 | |
39872 | 1 | |
40146 | 1 | |
40816 | 1 | |
41379 | 1 | |
44790 | 1 | |
45100 | 1 |
Value | Count | Frequency (%) |
190046 | 1 | |
189910 | 1 | |
185087 | 1 | |
180591 | 1 | |
178301 | 1 | |
170805 | 1 | |
150526 | 1 | |
149496 | 1 | |
147533 | 1 | |
140298 | 1 |
BS_YR_MON | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|
BS_YR_MON | 1.000 | 0.000 | 0.000 | 0.000 |
GENDER | 0.000 | 1.000 | 0.000 | 0.477 |
AGE_CD | 0.000 | 0.000 | 1.000 | 0.917 |
POP_CNT | 0.000 | 0.477 | 0.917 | 1.000 |
GENDER | BS_YR_MON | |
---|---|---|
GENDER | 1.000 | 0.000 |
BS_YR_MON | 0.000 | 1.000 |
AGE_CD | POP_CNT | BS_YR_MON | GENDER | |
---|---|---|---|---|
AGE_CD | 1.000 | -0.656 | 0.000 | 0.000 |
POP_CNT | -0.656 | 1.000 | 0.000 | 0.334 |
BS_YR_MON | 0.000 | 0.000 | 1.000 | 0.000 |
GENDER | 0.000 | 0.334 | 0.000 | 1.000 |
BS_YR_MON | REGION_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
0 | 201912 | 1 | 1 | 60 | 82047 |
1 | 202012 | 1 | 1 | 30 | 124300 |
2 | 202112 | 1 | 1 | 50 | 109093 |
3 | 201912 | 1 | 2 | 40 | 110132 |
4 | 202012 | 1 | 1 | 35 | 185087 |
5 | 202112 | 1 | 1 | 40 | 190046 |
6 | 202112 | 1 | 2 | 45 | 88161 |
7 | 201912 | 1 | 2 | 30 | 128149 |
8 | 202112 | 1 | 1 | 60 | 90695 |
9 | 201912 | 1 | 1 | 30 | 136735 |
BS_YR_MON | REGION_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
56 | 202012 | 1 | 2 | 70 | 45777 |
57 | 201912 | 1 | 2 | 50 | 74784 |
58 | 201912 | 1 | 1 | 50 | 108520 |
59 | 202012 | 1 | 1 | 71 | 34645 |
60 | 202012 | 1 | 1 | 65 | 68092 |
61 | 201912 | 1 | 2 | 71 | 28138 |
62 | 202012 | 1 | 1 | 55 | 92687 |
63 | 202012 | 1 | 2 | 50 | 71067 |
64 | 202112 | 1 | 2 | 55 | 78288 |
65 | 202012 | 1 | 1 | 50 | 106757 |