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_000000020202 |
BS_YR_MON has constant value "" | Constant |
Reproduction
Analysis started | 2023-12-11 22:43:50.216699 |
---|---|
Analysis finished | 2023-12-11 22:43:51.299288 |
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 | 93 |
---|---|
Distinct (%) | 93.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 27187494 |
Minimum | 11170555 |
---|---|
Maximum | 41830370 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 11170555 |
---|---|
5-th percentile | 11200569 |
Q1 | 11440630 |
median | 28260575 |
Q3 | 41286570 |
95-th percentile | 41632510 |
Maximum | 41830370 |
Range | 30659815 |
Interquartile range (IQR) | 29845940 |
Descriptive statistics
Standard deviation | 14188981 |
---|---|
Coefficient of variation (CV) | 0.52189366 |
Kurtosis | -1.896992 |
Mean | 27187494 |
Median Absolute Deviation (MAD) | 13349935 |
Skewness | -0.12556854 |
Sum | 2.6915619 × 109 |
Variance | 2.0132717 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11470520 | 3 | 3.0% |
11440630 | 3 | 3.0% |
11170640 | 2 | 2.0% |
11470580 | 2 | 2.0% |
41220610 | 1 | 1.0% |
11200570 | 1 | 1.0% |
11350570 | 1 | 1.0% |
41463535 | 1 | 1.0% |
41117540 | 1 | 1.0% |
11545670 | 1 | 1.0% |
Other values (83) | 83 |
Value | Count | Frequency (%) |
11170555 | 1 | |
11170640 | 2 | |
11200535 | 1 | |
11200560 | 1 | |
11200570 | 1 | |
11215830 | 1 | |
11230536 | 1 | |
11260520 | 1 | |
11260540 | 1 | |
11260610 | 1 |
Value | Count | Frequency (%) |
41830370 | 1 | |
41820325 | 1 | |
41670340 | 1 | |
41650360 | 1 | |
41650330 | 1 | |
41630530 | 1 | |
41610560 | 1 | |
41610510 | 1 | |
41610259 | 1 | |
41570560 | 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 | 1 |
3rd row | 2 |
4th row | 2 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
2 | 55 | |
1 | 44 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 55 | |
1 | 44 |
AGE_CD
Real number (ℝ)
Distinct | 9 |
---|---|
Distinct (%) | 9.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 56.191919 |
Minimum | 35 |
---|---|
Maximum | 71 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 35 |
---|---|
5-th percentile | 35 |
Q1 | 45 |
median | 55 |
Q3 | 70 |
95-th percentile | 71 |
Maximum | 71 |
Range | 36 |
Interquartile range (IQR) | 25 |
Descriptive statistics
Standard deviation | 12.031995 |
---|---|
Coefficient of variation (CV) | 0.21412323 |
Kurtosis | -1.1359921 |
Mean | 56.191919 |
Median Absolute Deviation (MAD) | 10 |
Skewness | -0.32226608 |
Sum | 5563 |
Variance | 144.76891 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
55 | 14 | |
70 | 13 | |
71 | 13 | |
45 | 11 | |
60 | 11 | |
65 | 11 | |
50 | 10 | |
35 | 10 | |
40 | 6 |
Value | Count | Frequency (%) |
35 | 10 | |
40 | 6 | |
45 | 11 | |
50 | 10 | |
55 | 14 | |
60 | 11 | |
65 | 11 | |
70 | 13 | |
71 | 13 |
Value | Count | Frequency (%) |
71 | 13 | |
70 | 13 | |
65 | 11 | |
60 | 11 | |
55 | 14 | |
50 | 10 | |
45 | 11 | |
40 | 6 | |
35 | 10 |
POP_CNT
Real number (ℝ)
Distinct | 50 |
---|---|
Distinct (%) | 50.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 31.393939 |
Minimum | 5 |
---|---|
Maximum | 111 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 5 |
---|---|
5-th percentile | 5 |
Q1 | 12.5 |
median | 27 |
Q3 | 42.5 |
95-th percentile | 71.3 |
Maximum | 111 |
Range | 106 |
Interquartile range (IQR) | 30 |
Descriptive statistics
Standard deviation | 22.951954 |
---|---|
Coefficient of variation (CV) | 0.73109507 |
Kurtosis | 1.2523797 |
Mean | 31.393939 |
Median Absolute Deviation (MAD) | 15 |
Skewness | 1.0639629 |
Sum | 3108 |
Variance | 526.79221 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 8 | 8.1% |
41 | 5 | 5.1% |
14 | 5 | 5.1% |
39 | 4 | 4.0% |
7 | 4 | 4.0% |
16 | 4 | 4.0% |
40 | 4 | 4.0% |
9 | 4 | 4.0% |
11 | 3 | 3.0% |
37 | 3 | 3.0% |
Other values (40) | 55 |
Value | Count | Frequency (%) |
5 | 8 | |
6 | 2 | 2.0% |
7 | 4 | |
8 | 2 | 2.0% |
9 | 4 | |
10 | 1 | 1.0% |
11 | 3 | 3.0% |
12 | 1 | 1.0% |
13 | 2 | 2.0% |
14 | 5 |
Value | Count | Frequency (%) |
111 | 1 | |
102 | 1 | |
96 | 1 | |
79 | 1 | |
74 | 1 | |
71 | 1 | |
69 | 1 | |
65 | 1 | |
64 | 2 | |
58 | 2 |
ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|
ADM_CD | 1.000 | 0.000 | 0.000 | 0.202 |
GENDER | 0.000 | 1.000 | 0.365 | 0.181 |
AGE_CD | 0.000 | 0.365 | 1.000 | 0.466 |
POP_CNT | 0.202 | 0.181 | 0.466 | 1.000 |
ADM_CD | AGE_CD | POP_CNT | GENDER | |
---|---|---|---|---|
ADM_CD | 1.000 | -0.114 | -0.160 | 0.032 |
AGE_CD | -0.114 | 1.000 | 0.286 | 0.264 |
POP_CNT | -0.160 | 0.286 | 1.000 | 0.171 |
GENDER | 0.032 | 0.264 | 0.171 | 1.000 |
BS_YR_MON | ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
0 | 202112 | 11350625 | 2 | 55 | 69 |
1 | 202112 | 11170640 | 1 | 50 | 18 |
2 | 202112 | 11410585 | 2 | 35 | 9 |
3 | 202112 | 11230536 | 2 | 50 | 43 |
4 | 202112 | 41480250 | 2 | 55 | 64 |
5 | 202112 | 11320670 | 1 | 50 | 18 |
6 | 202112 | 41133530 | 2 | 45 | 5 |
7 | 202112 | 41610259 | 2 | 40 | 7 |
8 | 202112 | 41450530 | 2 | 50 | 58 |
9 | 202112 | 28260575 | 1 | 35 | 14 |
BS_YR_MON | ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
89 | 202112 | 41670340 | 2 | 50 | 5 |
90 | 202112 | 11260520 | 1 | 45 | 14 |
91 | 202112 | 28110530 | 2 | 55 | 9 |
92 | 202112 | 28237646 | 1 | 70 | 38 |
93 | 202112 | 11320681 | 1 | 55 | 41 |
94 | 202112 | 41285530 | 1 | 70 | 39 |
95 | 202112 | 11410640 | 2 | 55 | 26 |
96 | 202112 | 41610560 | 2 | 40 | 27 |
97 | 202112 | 11350595 | 2 | 70 | 50 |
98 | 202112 | 41113540 | 2 | 60 | 40 |