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_000000020197 |
Reproduction
Analysis started | 2024-04-19 05:48:16.188402 |
---|---|
Analysis finished | 2024-04-19 05:48:16.782877 |
Duration | 0.59 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 | |
---|---|
202112 | |
202012 |
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 | 202112 |
3rd row | 202112 |
4th row | 201912 |
5th row | 201912 |
Common Values
Value | Count | Frequency (%) |
201912 | 22 | |
202112 | 22 | |
202012 | 22 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
201912 | 22 | |
202112 | 22 | |
202012 | 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 | 2 |
3rd row | 1 |
4th row | 2 |
5th row | 2 |
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 (%) |
25 | 6 | |
70 | 6 | |
45 | 6 | |
30 | 6 | |
40 | 6 | |
55 | 6 | |
50 | 6 | |
71 | 6 | |
65 | 6 | |
35 | 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 | 36581.076 |
Minimum | 3425 |
---|---|
Maximum | 115502 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 726.0 B |
Quantile statistics
Minimum | 3425 |
---|---|
5-th percentile | 4882 |
Q1 | 10834.75 |
median | 26521 |
Q3 | 55892.25 |
95-th percentile | 104756.25 |
Maximum | 115502 |
Range | 112077 |
Interquartile range (IQR) | 45057.5 |
Descriptive statistics
Standard deviation | 31764.183 |
---|---|
Coefficient of variation (CV) | 0.86832282 |
Kurtosis | 0.055282342 |
Mean | 36581.076 |
Median Absolute Deviation (MAD) | 18595 |
Skewness | 1.0229641 |
Sum | 2414351 |
Variance | 1.0089633 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
47285 | 1 | 1.5% |
107267 | 1 | 1.5% |
16849 | 1 | 1.5% |
4751 | 1 | 1.5% |
8972 | 1 | 1.5% |
68925 | 1 | 1.5% |
71782 | 1 | 1.5% |
14647 | 1 | 1.5% |
40770 | 1 | 1.5% |
83990 | 1 | 1.5% |
Other values (56) | 56 |
Value | Count | Frequency (%) |
3425 | 1 | |
4217 | 1 | |
4702 | 1 | |
4751 | 1 | |
5275 | 1 | |
5600 | 1 | |
5627 | 1 | |
5812 | 1 | |
6521 | 1 | |
6727 | 1 |
Value | Count | Frequency (%) |
115502 | 1 | |
113573 | 1 | |
111581 | 1 | |
107267 | 1 | |
97224 | 1 | |
90161 | 1 | |
88484 | 1 | |
85596 | 1 | |
83990 | 1 | |
71782 | 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 | 0.337 |
AGE_CD | 0.000 | 0.000 | 1.000 | 0.895 |
POP_CNT | 0.000 | 0.337 | 0.895 | 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 | -0.872 | 0.000 | 0.000 |
POP_CNT | -0.872 | 1.000 | 0.000 | 0.237 |
BS_YR_MON | 0.000 | 0.000 | 1.000 | 0.000 |
GENDER | 0.000 | 0.237 | 0.000 | 1.000 |
BS_YR_MON | REGION_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
0 | 201912 | 1 | 1 | 25 | 47285 |
1 | 202112 | 1 | 2 | 70 | 6521 |
2 | 202112 | 1 | 1 | 25 | 32091 |
3 | 201912 | 1 | 2 | 45 | 25002 |
4 | 201912 | 1 | 2 | 30 | 57243 |
5 | 201912 | 1 | 1 | 40 | 88484 |
6 | 201912 | 1 | 1 | 55 | 20328 |
7 | 201912 | 1 | 2 | 50 | 18634 |
8 | 202112 | 1 | 2 | 50 | 22270 |
9 | 201912 | 1 | 1 | 50 | 36459 |
BS_YR_MON | REGION_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
56 | 202112 | 1 | 1 | 45 | 71289 |
57 | 201912 | 1 | 2 | 35 | 63944 |
58 | 202012 | 1 | 2 | 55 | 15768 |
59 | 201912 | 1 | 1 | 71 | 4702 |
60 | 202112 | 1 | 2 | 60 | 14683 |
61 | 201912 | 1 | 1 | 60 | 13460 |
62 | 202112 | 1 | 1 | 65 | 11101 |
63 | 201912 | 1 | 1 | 30 | 90161 |
64 | 202012 | 1 | 2 | 70 | 5627 |
65 | 202012 | 1 | 2 | 71 | 4217 |