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_000000020206 |
BS_YR_MON has constant value "" | Constant |
Reproduction
Analysis started | 2023-12-11 22:41:38.052173 |
---|---|
Analysis finished | 2023-12-11 22:41:38.912754 |
Duration | 0.86 seconds |
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 | 90 |
---|---|
Distinct (%) | 90.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28481431 |
Minimum | 26140540 |
---|---|
Maximum | 31710262 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 26140540 |
---|---|
5-th percentile | 26287578 |
Q1 | 27260596 |
median | 28185780 |
Q3 | 29200637 |
95-th percentile | 31170554 |
Maximum | 31710262 |
Range | 5569722 |
Interquartile range (IQR) | 1940041 |
Descriptive statistics
Standard deviation | 1548903.6 |
---|---|
Coefficient of variation (CV) | 0.054382929 |
Kurtosis | -0.79851317 |
Mean | 28481431 |
Median Absolute Deviation (MAD) | 984882 |
Skewness | 0.40400552 |
Sum | 2.8196617 × 109 |
Variance | 2.3991025 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
29200637 | 3 | 3.0% |
28177540 | 2 | 2.0% |
31140670 | 2 | 2.0% |
30170575 | 2 | 2.0% |
27260570 | 2 | 2.0% |
28110570 | 2 | 2.0% |
26320571 | 2 | 2.0% |
29200626 | 2 | 2.0% |
27260550 | 1 | 1.0% |
28710410 | 1 | 1.0% |
Other values (80) | 80 |
Value | Count | Frequency (%) |
26140540 | 1 | |
26200530 | 1 | |
26200640 | 1 | |
26230760 | 1 | |
26260740 | 1 | |
26290560 | 1 | |
26290590 | 1 | |
26320571 | 2 | |
26380550 | 1 | |
26380602 | 1 |
Value | Count | Frequency (%) |
31710262 | 1 | |
31200590 | 1 | |
31200520 | 1 | |
31200510 | 1 | |
31170590 | 1 | |
31170550 | 1 | |
31140670 | 2 | |
31140600 | 1 | |
31140550 | 1 | |
31140530 | 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 | 1 |
---|---|
2nd row | 2 |
3rd row | 1 |
4th row | 2 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
2 | 51 | |
1 | 48 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 51 | |
1 | 48 |
AGE_CD
Real number (ℝ)
Distinct | 11 |
---|---|
Distinct (%) | 11.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 54.646465 |
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 | 35 |
Q1 | 45 |
median | 55 |
Q3 | 65 |
95-th percentile | 71 |
Maximum | 71 |
Range | 46 |
Interquartile range (IQR) | 20 |
Descriptive statistics
Standard deviation | 12.434574 |
---|---|
Coefficient of variation (CV) | 0.22754581 |
Kurtosis | -1.1212429 |
Mean | 54.646465 |
Median Absolute Deviation (MAD) | 10 |
Skewness | -0.16174448 |
Sum | 5410 |
Variance | 154.61864 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
71 | 15 | |
45 | 13 | |
50 | 13 | |
40 | 12 | |
60 | 11 | |
65 | 10 | |
55 | 9 | |
70 | 8 | |
35 | 6 | 6.1% |
25 | 1 | 1.0% |
Value | Count | Frequency (%) |
25 | 1 | 1.0% |
30 | 1 | 1.0% |
35 | 6 | |
40 | 12 | |
45 | 13 | |
50 | 13 | |
55 | 9 | |
60 | 11 | |
65 | 10 | |
70 | 8 |
Value | Count | Frequency (%) |
71 | 15 | |
70 | 8 | |
65 | 10 | |
60 | 11 | |
55 | 9 | |
50 | 13 | |
45 | 13 | |
40 | 12 | |
35 | 6 | 6.1% |
30 | 1 | 1.0% |
POP_CNT
Real number (ℝ)
Distinct | 57 |
---|---|
Distinct (%) | 57.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.20202 |
Minimum | 4 |
---|---|
Maximum | 196 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 4 |
---|---|
5-th percentile | 4 |
Q1 | 13 |
median | 24 |
Q3 | 47 |
95-th percentile | 132.2 |
Maximum | 196 |
Range | 192 |
Interquartile range (IQR) | 34 |
Descriptive statistics
Standard deviation | 40.018613 |
---|---|
Coefficient of variation (CV) | 1.0757107 |
Kurtosis | 5.4548983 |
Mean | 37.20202 |
Median Absolute Deviation (MAD) | 14 |
Skewness | 2.3132779 |
Sum | 3683 |
Variance | 1601.4894 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 6 | 6.1% |
47 | 4 | 4.0% |
18 | 4 | 4.0% |
9 | 4 | 4.0% |
13 | 4 | 4.0% |
11 | 3 | 3.0% |
14 | 3 | 3.0% |
24 | 3 | 3.0% |
5 | 3 | 3.0% |
16 | 3 | 3.0% |
Other values (47) | 62 |
Value | Count | Frequency (%) |
4 | 6 | |
5 | 3 | |
6 | 1 | 1.0% |
7 | 1 | 1.0% |
8 | 2 | 2.0% |
9 | 4 | |
10 | 2 | 2.0% |
11 | 3 | |
12 | 1 | 1.0% |
13 | 4 |
Value | Count | Frequency (%) |
196 | 1 | |
178 | 1 | |
171 | 1 | |
169 | 1 | |
152 | 1 | |
130 | 2 | |
101 | 1 | |
73 | 1 | |
71 | 1 | |
69 | 1 |
ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|
ADM_CD | 1.000 | 0.000 | 0.000 | 0.000 |
GENDER | 0.000 | 1.000 | 0.444 | 0.000 |
AGE_CD | 0.000 | 0.444 | 1.000 | 0.219 |
POP_CNT | 0.000 | 0.000 | 0.219 | 1.000 |
ADM_CD | AGE_CD | POP_CNT | GENDER | |
---|---|---|---|---|
ADM_CD | 1.000 | -0.058 | 0.127 | 0.000 |
AGE_CD | -0.058 | 1.000 | 0.349 | 0.326 |
POP_CNT | 0.127 | 0.349 | 1.000 | 0.000 |
GENDER | 0.000 | 0.326 | 0.000 | 1.000 |
BS_YR_MON | ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
0 | 202112 | 28185640 | 1 | 40 | 11 |
1 | 202112 | 26230760 | 2 | 45 | 24 |
2 | 202112 | 29170601 | 1 | 45 | 47 |
3 | 202112 | 30170588 | 2 | 45 | 53 |
4 | 202112 | 28177530 | 2 | 60 | 18 |
5 | 202112 | 31140550 | 2 | 50 | 9 |
6 | 202112 | 26410670 | 1 | 40 | 10 |
7 | 202112 | 27260640 | 2 | 70 | 23 |
8 | 202112 | 28237592 | 1 | 35 | 15 |
9 | 202112 | 31140670 | 1 | 45 | 15 |
BS_YR_MON | ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
89 | 202112 | 28260710 | 2 | 45 | 44 |
90 | 202112 | 28177620 | 2 | 45 | 16 |
91 | 202112 | 29110710 | 2 | 71 | 73 |
92 | 202112 | 27290628 | 2 | 50 | 65 |
93 | 202112 | 30110620 | 2 | 65 | 33 |
94 | 202112 | 26140540 | 1 | 60 | 16 |
95 | 202112 | 29200626 | 1 | 55 | 130 |
96 | 202112 | 28177540 | 1 | 70 | 16 |
97 | 202112 | 29200626 | 1 | 71 | 30 |
98 | 202112 | 28140530 | 2 | 50 | 11 |