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_000000020205 |
Reproduction
Analysis started | 2023-12-11 22:39:55.245480 |
---|---|
Analysis finished | 2023-12-11 22:39:56.017123 |
Duration | 0.77 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 | 94 |
---|---|
Distinct (%) | 94.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28249644 |
Minimum | 26110545 |
---|---|
Maximum | 31710310 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 26110545 |
---|---|
5-th percentile | 26230567 |
Q1 | 26485750 |
median | 28200540 |
Q3 | 29200610 |
95-th percentile | 31143624 |
Maximum | 31710310 |
Range | 5599765 |
Interquartile range (IQR) | 2714860 |
Descriptive statistics
Standard deviation | 1628615.7 |
---|---|
Coefficient of variation (CV) | 0.05765084 |
Kurtosis | -1.1918648 |
Mean | 28249644 |
Median Absolute Deviation (MAD) | 1699770 |
Skewness | 0.24183275 |
Sum | 2.7967147 × 109 |
Variance | 2.6523891 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
26500770 | 3 | 3.0% |
29200565 | 3 | 3.0% |
29170669 | 2 | 2.0% |
26470730 | 1 | 1.0% |
27260601 | 1 | 1.0% |
31170550 | 1 | 1.0% |
30140535 | 1 | 1.0% |
28110585 | 1 | 1.0% |
29200540 | 1 | 1.0% |
30170540 | 1 | 1.0% |
Other values (84) | 84 |
Value | Count | Frequency (%) |
26110545 | 1 | |
26110590 | 1 | |
26140660 | 1 | |
26200630 | 1 | |
26230540 | 1 | |
26230570 | 1 | |
26230660 | 1 | |
26260600 | 1 | |
26290550 | 1 | |
26290560 | 1 |
Value | Count | Frequency (%) |
31710310 | 1 | |
31200580 | 1 | |
31200530 | 1 | |
31170550 | 1 | |
31170530 | 1 | |
31140635 | 1 | |
31110630 | 1 | |
30230543 | 1 | |
30200580 | 1 | |
30200550 | 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 | 2 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 54 | |
2 | 45 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 54 | |
2 | 45 |
AGE_CD
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 11 |
---|---|
Distinct (%) | 11.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 52.515152 |
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 | 29.5 |
Q1 | 40 |
median | 55 |
Q3 | 65 |
95-th percentile | 71 |
Maximum | 71 |
Range | 46 |
Interquartile range (IQR) | 25 |
Descriptive statistics
Standard deviation | 15.143102 |
---|---|
Coefficient of variation (CV) | 0.28835682 |
Kurtosis | -1.2515184 |
Mean | 52.515152 |
Median Absolute Deviation (MAD) | 15 |
Skewness | -0.30774832 |
Sum | 5199 |
Variance | 229.31354 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
71 | 14 | |
60 | 12 | |
40 | 10 | |
70 | 10 | |
55 | 9 | |
65 | 9 | |
30 | 9 | |
50 | 7 | |
35 | 7 | |
45 | 7 |
Value | Count | Frequency (%) |
25 | 5 | |
30 | 9 | |
35 | 7 | |
40 | 10 | |
45 | 7 | |
50 | 7 | |
55 | 9 | |
60 | 12 | |
65 | 9 | |
70 | 10 |
Value | Count | Frequency (%) |
71 | 14 | |
70 | 10 | |
65 | 9 | |
60 | 12 | |
55 | 9 | |
50 | 7 | |
45 | 7 | |
40 | 10 | |
35 | 7 | |
30 | 9 |
POP_CNT
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 84 |
---|---|
Distinct (%) | 84.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 151.77778 |
Minimum | 4 |
---|---|
Maximum | 565 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 4 |
---|---|
5-th percentile | 5 |
Q1 | 27 |
median | 130 |
Q3 | 230 |
95-th percentile | 387.6 |
Maximum | 565 |
Range | 561 |
Interquartile range (IQR) | 203 |
Descriptive statistics
Standard deviation | 134.16655 |
---|---|
Coefficient of variation (CV) | 0.88396705 |
Kurtosis | 0.64405355 |
Mean | 151.77778 |
Median Absolute Deviation (MAD) | 102 |
Skewness | 0.96647038 |
Sum | 15026 |
Variance | 18000.664 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 4 | 4.0% |
43 | 3 | 3.0% |
5 | 3 | 3.0% |
191 | 2 | 2.0% |
8 | 2 | 2.0% |
194 | 2 | 2.0% |
21 | 2 | 2.0% |
23 | 2 | 2.0% |
20 | 2 | 2.0% |
130 | 2 | 2.0% |
Other values (74) | 75 |
Value | Count | Frequency (%) |
4 | 4 | |
5 | 3 | |
6 | 1 | 1.0% |
7 | 1 | 1.0% |
8 | 2 | |
10 | 1 | 1.0% |
11 | 1 | 1.0% |
13 | 1 | 1.0% |
18 | 1 | 1.0% |
19 | 1 | 1.0% |
Value | Count | Frequency (%) |
565 | 1 | |
551 | 1 | |
531 | 1 | |
439 | 1 | |
402 | 1 | |
386 | 1 | |
374 | 1 | |
368 | 1 | |
343 | 1 | |
341 | 1 |
ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|
ADM_CD | 1.000 | 0.212 | 0.000 | 0.285 |
GENDER | 0.212 | 1.000 | 0.000 | 0.000 |
AGE_CD | 0.000 | 0.000 | 1.000 | 0.420 |
POP_CNT | 0.285 | 0.000 | 0.420 | 1.000 |
ADM_CD | AGE_CD | POP_CNT | GENDER | |
---|---|---|---|---|
ADM_CD | 1.000 | -0.096 | -0.055 | 0.183 |
AGE_CD | -0.096 | 1.000 | 0.588 | 0.000 |
POP_CNT | -0.055 | 0.588 | 1.000 | 0.000 |
GENDER | 0.183 | 0.000 | 0.000 | 1.000 |
BS_YR_MON | ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
0 | 202112 | 27260520 | 2 | 55 | 235 |
1 | 202112 | 26290560 | 2 | 50 | 194 |
2 | 202112 | 27110670 | 1 | 60 | 129 |
3 | 202112 | 29140821 | 2 | 35 | 43 |
4 | 202112 | 26470700 | 1 | 71 | 368 |
5 | 202112 | 28237660 | 1 | 60 | 231 |
6 | 202112 | 26200630 | 2 | 65 | 68 |
7 | 202112 | 26110590 | 1 | 50 | 32 |
8 | 202112 | 26320543 | 1 | 30 | 23 |
9 | 202112 | 29170669 | 2 | 65 | 341 |
BS_YR_MON | ADM_CD | GENDER | AGE_CD | POP_CNT | |
---|---|---|---|---|---|
89 | 202112 | 26410600 | 1 | 40 | 86 |
90 | 202112 | 26500770 | 2 | 45 | 150 |
91 | 202112 | 26530661 | 2 | 65 | 216 |
92 | 202112 | 28237648 | 2 | 35 | 43 |
93 | 202112 | 26290550 | 1 | 65 | 130 |
94 | 202112 | 29170673 | 1 | 50 | 191 |
95 | 202112 | 26380580 | 1 | 45 | 224 |
96 | 202112 | 29200565 | 2 | 65 | 343 |
97 | 202112 | 28260515 | 1 | 35 | 147 |
98 | 202112 | 27140540 | 1 | 40 | 20 |