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_000000020199 |
BS_YR_MON has constant value "" | Constant |
Reproduction
Analysis started | 2023-12-11 22:43:22.503930 |
---|---|
Analysis finished | 2023-12-11 22:43:23.505145 |
Duration | 1 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 | 96 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 26133802 |
Minimum | 11110550 |
---|---|
Maximum | 41800250 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 11110550 |
---|---|
5-th percentile | 11197691 |
Q1 | 11560630 |
median | 28177580 |
Q3 | 41271548 |
95-th percentile | 41590293 |
Maximum | 41800250 |
Range | 30689700 |
Interquartile range (IQR) | 29710918 |
Descriptive statistics
Standard deviation | 14227767 |
---|---|
Coefficient of variation (CV) | 0.54442008 |
Kurtosis | -1.926086 |
Mean | 26133802 |
Median Absolute Deviation (MAD) | 13452940 |
Skewness | 0.022288162 |
Sum | 2.5872464 × 109 |
Variance | 2.0242934 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11740600 | 2 | 2.0% |
41310580 | 2 | 2.0% |
11350595 | 2 | 2.0% |
11440655 | 1 | 1.0% |
11710532 | 1 | 1.0% |
11170640 | 1 | 1.0% |
11620615 | 1 | 1.0% |
41113650 | 1 | 1.0% |
41390589 | 1 | 1.0% |
11410620 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
11110550 | 1 | |
11140615 | 1 | |
11140625 | 1 | |
11170640 | 1 | |
11170700 | 1 | |
11200690 | 1 | |
11215830 | 1 | |
11230560 | 1 | |
11260620 | 1 | |
11290630 | 1 |
Value | Count | Frequency (%) |
41800250 | 1 | |
41670510 | 1 | |
41650250 | 1 | |
41630520 | 1 | |
41590570 | 1 | |
41590262 | 1 | |
41590253 | 1 | |
41570256 | 1 | |
41550340 | 1 | |
41480560 | 1 |
GENDER
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 924.0 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 | 2 |
---|---|
2nd row | 2 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 50 | |
2 | 49 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 50 | |
2 | 49 |
AGE_CD
Real number (ℝ)
Distinct | 11 |
---|---|
Distinct (%) | 11.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 48.959596 |
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 | 37.5 |
median | 50 |
Q3 | 60 |
95-th percentile | 70 |
Maximum | 71 |
Range | 46 |
Interquartile range (IQR) | 22.5 |
Descriptive statistics
Standard deviation | 12.916466 |
---|---|
Coefficient of variation (CV) | 0.26381888 |
Kurtosis | -1.1359904 |
Mean | 48.959596 |
Median Absolute Deviation (MAD) | 10 |
Skewness | 0.18505016 |
Sum | 4847 |
Variance | 166.83509 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
35 | 16 | |
50 | 15 | |
65 | 13 | |
45 | 13 | |
40 | 10 | |
70 | 8 | |
30 | 8 | |
55 | 8 | |
60 | 5 | 5.1% |
71 | 2 | 2.0% |
Value | Count | Frequency (%) |
25 | 1 | 1.0% |
30 | 8 | |
35 | 16 | |
40 | 10 | |
45 | 13 | |
50 | 15 | |
55 | 8 | |
60 | 5 | 5.1% |
65 | 13 | |
70 | 8 |
Value | Count | Frequency (%) |
71 | 2 | 2.0% |
70 | 8 | |
65 | 13 | |
60 | 5 | 5.1% |
55 | 8 | |
50 | 15 | |
45 | 13 | |
40 | 10 | |
35 | 16 | |
30 | 8 |
POP_CNT
Real number (ℝ)
Distinct | 32 |
---|---|
Distinct (%) | 32.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15.464646 |
Minimum | 4 |
---|---|
Maximum | 124 |
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 | 20 |
95-th percentile | 47.2 |
Maximum | 124 |
Range | 120 |
Interquartile range (IQR) | 14 |
Descriptive statistics
Standard deviation | 16.311579 |
---|---|
Coefficient of variation (CV) | 1.0547657 |
Kurtosis | 19.677515 |
Mean | 15.464646 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 3.6462699 |
Sum | 1531 |
Variance | 266.06761 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 12 | 12.1% |
6 | 11 | 11.1% |
4 | 8 | 8.1% |
8 | 8 | 8.1% |
7 | 7 | 7.1% |
11 | 6 | 6.1% |
10 | 5 | 5.1% |
16 | 4 | 4.0% |
20 | 3 | 3.0% |
19 | 3 | 3.0% |
Other values (22) | 32 |
Value | Count | Frequency (%) |
4 | 8 | |
5 | 12 | |
6 | 11 | |
7 | 7 | |
8 | 8 | |
9 | 2 | 2.0% |
10 | 5 | |
11 | 6 | |
12 | 3 | 3.0% |
13 | 2 | 2.0% |
Value | Count | Frequency (%) |
124 | 1 | |
55 | 1 | |
51 | 2 | |
49 | 1 | |
47 | 1 | |
44 | 1 | |
43 | 1 | |
31 | 1 | |
30 | 2 | |
29 | 1 |
ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|
ADM_CD | 1.000 | 0.000 | 0.000 | 0.306 |
GENDER | 0.000 | 1.000 | 0.000 | 0.000 |
AGE_CD | 0.000 | 0.000 | 1.000 | 0.278 |
POP_CNT | 0.306 | 0.000 | 0.278 | 1.000 |
ADM_CD | AGE_CD | POP_CNT | GENDER | |
---|---|---|---|---|
ADM_CD | 1.000 | -0.090 | 0.201 | 0.000 |
AGE_CD | -0.090 | 1.000 | -0.214 | 0.000 |
POP_CNT | 0.201 | -0.214 | 1.000 | 0.000 |
GENDER | 0.000 | 0.000 | 0.000 | 1.000 |
BS_YR_MON | ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
0 | 202112 | 11500605 | 2 | 50 | 7 |
1 | 202112 | 41480560 | 2 | 65 | 20 |
2 | 202112 | 28237570 | 1 | 60 | 5 |
3 | 202112 | 11215830 | 1 | 70 | 6 |
4 | 202112 | 11170700 | 1 | 70 | 5 |
5 | 202112 | 11590550 | 2 | 40 | 7 |
6 | 202112 | 41670510 | 2 | 50 | 16 |
7 | 202112 | 11740660 | 1 | 45 | 19 |
8 | 202112 | 11650550 | 1 | 50 | 10 |
9 | 202112 | 41550340 | 1 | 45 | 5 |
BS_YR_MON | ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
89 | 202112 | 11740580 | 1 | 35 | 8 |
90 | 202112 | 11380551 | 1 | 50 | 11 |
91 | 202112 | 41287590 | 1 | 25 | 7 |
92 | 202112 | 41150573 | 1 | 50 | 31 |
93 | 202112 | 41271560 | 2 | 55 | 8 |
94 | 202112 | 28177530 | 2 | 35 | 8 |
95 | 202112 | 41281520 | 1 | 55 | 22 |
96 | 202112 | 11680565 | 1 | 35 | 51 |
97 | 202112 | 11260620 | 1 | 30 | 9 |
98 | 202112 | 11350595 | 2 | 45 | 16 |