Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 99 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 4.5 KiB |
Average record size in memory | 46.3 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 3 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 코리아크레딧뷰로 / 장윤상 |
URL | https://www.bigdata-transportation.kr/frn/prdt/detail?prdtId=PRDTNUM_000000020203 |
BS_YR_MON has constant value "" | Constant |
Reproduction
Analysis started | 2023-12-11 22:34:49.511584 |
---|---|
Analysis finished | 2023-12-11 22:34:50.594948 |
Duration | 1.08 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
BS_YR_MON
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 924.0 B |
202112 |
---|
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 6 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 202112 |
---|---|
2nd row | 202112 |
3rd row | 202112 |
4th row | 202112 |
5th row | 202112 |
Common Values
Value | Count | Frequency (%) |
202112 | 99 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
202112 | 99 |
ADM_CD
Real number (ℝ)
Distinct | 95 |
---|---|
Distinct (%) | 96.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 27973086 |
Minimum | 26170530 |
---|---|
Maximum | 31710253 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 26170530 |
---|---|
5-th percentile | 26230676 |
Q1 | 26530630 |
median | 27260652 |
Q3 | 29148184 |
95-th percentile | 31140570 |
Maximum | 31710253 |
Range | 5539723 |
Interquartile range (IQR) | 2617554.5 |
Descriptive statistics
Standard deviation | 1598070.2 |
---|---|
Coefficient of variation (CV) | 0.05712885 |
Kurtosis | -0.67881946 |
Mean | 27973086 |
Median Absolute Deviation (MAD) | 970052 |
Skewness | 0.7497151 |
Sum | 2.7693355 × 109 |
Variance | 2.5538285 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
26230640 | 2 | 2.0% |
26230610 | 2 | 2.0% |
31140570 | 2 | 2.0% |
27290624 | 2 | 2.0% |
28260740 | 1 | 1.0% |
26320543 | 1 | 1.0% |
26290600 | 1 | 1.0% |
29110685 | 1 | 1.0% |
30200548 | 1 | 1.0% |
28185820 | 1 | 1.0% |
Other values (85) | 85 |
Value | Count | Frequency (%) |
26170530 | 1 | |
26230610 | 2 | |
26230640 | 2 | |
26230680 | 1 | |
26230710 | 1 | |
26260560 | 1 | |
26260580 | 1 | |
26260761 | 1 | |
26290510 | 1 | |
26290600 | 1 |
Value | Count | Frequency (%) |
31710253 | 1 | |
31200560 | 1 | |
31200510 | 1 | |
31170510 | 1 | |
31140570 | 2 | |
31140520 | 1 | |
31110520 | 1 | |
30230543 | 1 | |
30200600 | 1 | |
30200550 | 1 |
GENDER
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 924.0 B |
2 | |
---|---|
1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2 |
---|---|
2nd row | 2 |
3rd row | 2 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
2 | 50 | |
1 | 49 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 50 | |
1 | 49 |
AGE_CD
Real number (ℝ)
Distinct | 11 |
---|---|
Distinct (%) | 11.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 49.929293 |
Minimum | 25 |
---|---|
Maximum | 71 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 25 |
---|---|
5-th percentile | 30 |
Q1 | 40 |
median | 50 |
Q3 | 60 |
95-th percentile | 70 |
Maximum | 71 |
Range | 46 |
Interquartile range (IQR) | 20 |
Descriptive statistics
Standard deviation | 12.360448 |
---|---|
Coefficient of variation (CV) | 0.24755903 |
Kurtosis | -1.0739594 |
Mean | 49.929293 |
Median Absolute Deviation (MAD) | 10 |
Skewness | 0.045271633 |
Sum | 4943 |
Variance | 152.78066 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
40 | 16 | |
55 | 15 | |
45 | 14 | |
65 | 11 | |
60 | 10 | |
35 | 9 | |
50 | 7 | |
30 | 7 | |
70 | 6 | 6.1% |
71 | 3 | 3.0% |
Value | Count | Frequency (%) |
25 | 1 | 1.0% |
30 | 7 | |
35 | 9 | |
40 | 16 | |
45 | 14 | |
50 | 7 | |
55 | 15 | |
60 | 10 | |
65 | 11 | |
70 | 6 | 6.1% |
Value | Count | Frequency (%) |
71 | 3 | 3.0% |
70 | 6 | 6.1% |
65 | 11 | |
60 | 10 | |
55 | 15 | |
50 | 7 | |
45 | 14 | |
40 | 16 | |
35 | 9 | |
30 | 7 |
POP_CNT
Real number (ℝ)
Distinct | 29 |
---|---|
Distinct (%) | 29.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13.323232 |
Minimum | 4 |
---|---|
Maximum | 51 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 4 |
---|---|
5-th percentile | 4 |
Q1 | 6 |
median | 10 |
Q3 | 18 |
95-th percentile | 30.3 |
Maximum | 51 |
Range | 47 |
Interquartile range (IQR) | 12 |
Descriptive statistics
Standard deviation | 9.1949723 |
---|---|
Coefficient of variation (CV) | 0.69014576 |
Kurtosis | 2.5562682 |
Mean | 13.323232 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 1.4613272 |
Sum | 1319 |
Variance | 84.547516 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 13 | |
5 | 8 | 8.1% |
8 | 8 | 8.1% |
6 | 7 | 7.1% |
10 | 7 | 7.1% |
23 | 5 | 5.1% |
17 | 5 | 5.1% |
12 | 5 | 5.1% |
19 | 5 | 5.1% |
9 | 5 | 5.1% |
Other values (19) | 31 |
Value | Count | Frequency (%) |
4 | 13 | |
5 | 8 | |
6 | 7 | |
7 | 2 | 2.0% |
8 | 8 | |
9 | 5 | 5.1% |
10 | 7 | |
11 | 3 | 3.0% |
12 | 5 | 5.1% |
13 | 2 | 2.0% |
Value | Count | Frequency (%) |
51 | 1 | |
39 | 1 | |
38 | 1 | |
36 | 1 | |
33 | 1 | |
30 | 1 | |
29 | 2 | |
26 | 1 | |
25 | 1 | |
24 | 1 |
ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|
ADM_CD | 1.000 | 0.318 | 0.000 | 0.000 |
GENDER | 0.318 | 1.000 | 0.000 | 0.000 |
AGE_CD | 0.000 | 0.000 | 1.000 | 0.117 |
POP_CNT | 0.000 | 0.000 | 0.117 | 1.000 |
ADM_CD | AGE_CD | POP_CNT | GENDER | |
---|---|---|---|---|
ADM_CD | 1.000 | 0.038 | 0.175 | 0.242 |
AGE_CD | 0.038 | 1.000 | -0.191 | 0.000 |
POP_CNT | 0.175 | -0.191 | 1.000 | 0.000 |
GENDER | 0.242 | 0.000 | 0.000 | 1.000 |
BS_YR_MON | ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
0 | 202112 | 28260740 | 2 | 45 | 15 |
1 | 202112 | 27260580 | 2 | 40 | 19 |
2 | 202112 | 28200560 | 2 | 40 | 5 |
3 | 202112 | 30170510 | 1 | 55 | 23 |
4 | 202112 | 31110520 | 1 | 55 | 5 |
5 | 202112 | 27260590 | 2 | 45 | 17 |
6 | 202112 | 30200540 | 2 | 60 | 22 |
7 | 202112 | 28237580 | 2 | 50 | 21 |
8 | 202112 | 27290624 | 1 | 70 | 10 |
9 | 202112 | 30110740 | 1 | 45 | 36 |
BS_YR_MON | ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
89 | 202112 | 28200522 | 2 | 65 | 6 |
90 | 202112 | 26350552 | 2 | 30 | 8 |
91 | 202112 | 26350610 | 1 | 30 | 5 |
92 | 202112 | 26230610 | 1 | 65 | 8 |
93 | 202112 | 26230640 | 1 | 65 | 11 |
94 | 202112 | 26230680 | 1 | 40 | 17 |
95 | 202112 | 26320572 | 1 | 65 | 13 |
96 | 202112 | 30200550 | 2 | 55 | 12 |
97 | 202112 | 28245611 | 1 | 71 | 4 |
98 | 202112 | 28110620 | 2 | 70 | 4 |