Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 99 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.3 KiB |
Average record size in memory | 55.3 B |
Variable types
Categorical | 3 |
---|---|
Numeric | 3 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 코리아크레딧뷰로 / 장윤상 |
URL | https://www.bigdata-transportation.kr/frn/prdt/detail?prdtId=PRDTNUM_000000020208 |
Reproduction
Analysis started | 2023-12-11 22:34:10.209827 |
---|---|
Analysis finished | 2023-12-11 22:34:11.042801 |
Duration | 0.83 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 |
201912 |
---|
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 6 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 201912 |
---|---|
2nd row | 201912 |
3rd row | 201912 |
4th row | 201912 |
5th row | 201912 |
Common Values
Value | Count | Frequency (%) |
201912 | 99 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
201912 | 99 |
PRV_CD
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 5.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 924.0 B |
11110 | |
---|---|
11140 | |
11170 | |
11200 | |
11215 |
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 11110 |
---|---|
2nd row | 11110 |
3rd row | 11110 |
4th row | 11110 |
5th row | 11110 |
Common Values
Value | Count | Frequency (%) |
11110 | 22 | |
11140 | 22 | |
11170 | 22 | |
11200 | 22 | |
11215 | 11 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
11110 | 22 | |
11140 | 22 | |
11170 | 22 | |
11200 | 22 | |
11215 | 11 |
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 | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 55 | |
2 | 44 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 55 | |
2 | 44 |
AGE_CD
Real number (ℝ)
Distinct | 11 |
---|---|
Distinct (%) | 11.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 49.636364 |
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 | 25 |
Q1 | 35 |
median | 50 |
Q3 | 65 |
95-th percentile | 71 |
Maximum | 71 |
Range | 46 |
Interquartile range (IQR) | 30 |
Descriptive statistics
Standard deviation | 15.346644 |
---|---|
Coefficient of variation (CV) | 0.30918147 |
Kurtosis | -1.2980204 |
Mean | 49.636364 |
Median Absolute Deviation (MAD) | 15 |
Skewness | -0.092468713 |
Sum | 4914 |
Variance | 235.51948 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
25 | 9 | |
30 | 9 | |
35 | 9 | |
40 | 9 | |
45 | 9 | |
50 | 9 | |
55 | 9 | |
60 | 9 | |
65 | 9 | |
70 | 9 |
Value | Count | Frequency (%) |
25 | 9 | |
30 | 9 | |
35 | 9 | |
40 | 9 | |
45 | 9 | |
50 | 9 | |
55 | 9 | |
60 | 9 | |
65 | 9 | |
70 | 9 |
Value | Count | Frequency (%) |
71 | 9 | |
70 | 9 | |
65 | 9 | |
60 | 9 | |
55 | 9 | |
50 | 9 | |
45 | 9 | |
40 | 9 | |
35 | 9 | |
30 | 9 |
POP_CNT
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 96 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 854.41414 |
Minimum | 35 |
---|---|
Maximum | 2186 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 35 |
---|---|
5-th percentile | 71.8 |
Q1 | 498.5 |
median | 811 |
Q3 | 1193 |
95-th percentile | 1858 |
Maximum | 2186 |
Range | 2151 |
Interquartile range (IQR) | 694.5 |
Descriptive statistics
Standard deviation | 518.8596 |
---|---|
Coefficient of variation (CV) | 0.60726944 |
Kurtosis | -0.2896325 |
Mean | 854.41414 |
Median Absolute Deviation (MAD) | 346 |
Skewness | 0.50519806 |
Sum | 84587 |
Variance | 269215.29 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1858 | 2 | 2.0% |
777 | 2 | 2.0% |
567 | 2 | 2.0% |
47 | 1 | 1.0% |
1232 | 1 | 1.0% |
1930 | 1 | 1.0% |
1602 | 1 | 1.0% |
1691 | 1 | 1.0% |
872 | 1 | 1.0% |
411 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
35 | 1 | |
43 | 1 | |
44 | 1 | |
47 | 1 | |
52 | 1 | |
74 | 1 | |
80 | 1 | |
81 | 1 | |
87 | 1 | |
204 | 1 |
Value | Count | Frequency (%) |
2186 | 1 | |
2040 | 1 | |
2012 | 1 | |
1930 | 1 | |
1858 | 2 | |
1829 | 1 | |
1691 | 1 | |
1610 | 1 | |
1602 | 1 | |
1555 | 1 |
SUM_SCORE
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 99 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 728640.04 |
Minimum | 25568 |
---|---|
Maximum | 1880977 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 25568 |
---|---|
5-th percentile | 55189.5 |
Q1 | 421319 |
median | 698445 |
Q3 | 1029328.5 |
95-th percentile | 1580049 |
Maximum | 1880977 |
Range | 1855409 |
Interquartile range (IQR) | 608009.5 |
Descriptive statistics
Standard deviation | 443829.49 |
---|---|
Coefficient of variation (CV) | 0.60912036 |
Kurtosis | -0.32538681 |
Mean | 728640.04 |
Median Absolute Deviation (MAD) | 314550 |
Skewness | 0.47721638 |
Sum | 72135364 |
Variance | 1.9698461 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36015 | 1 | 1.0% |
896071 | 1 | 1.0% |
1659172 | 1 | 1.0% |
1570029 | 1 | 1.0% |
1577093 | 1 | 1.0% |
1352395 | 1 | 1.0% |
1426308 | 1 | 1.0% |
722779 | 1 | 1.0% |
326676 | 1 | 1.0% |
61034 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
25568 | 1 | |
33972 | 1 | |
35153 | 1 | |
36015 | 1 | |
38103 | 1 | |
57088 | 1 | |
59980 | 1 | |
61034 | 1 | |
67726 | 1 | |
170479 | 1 |
Value | Count | Frequency (%) |
1880977 | 1 | |
1707899 | 1 | |
1664314 | 1 | |
1659172 | 1 | |
1606653 | 1 | |
1577093 | 1 | |
1570029 | 1 | |
1426308 | 1 | |
1372768 | 1 | |
1352395 | 1 |
PRV_CD | GENDER | AGE_CD | POP_CNT | SUM_SCORE | |
---|---|---|---|---|---|
PRV_CD | 1.000 | 0.204 | 0.000 | 0.689 | 0.694 |
GENDER | 0.204 | 1.000 | 0.000 | 0.397 | 0.412 |
AGE_CD | 0.000 | 0.000 | 1.000 | 0.744 | 0.751 |
POP_CNT | 0.689 | 0.397 | 0.744 | 1.000 | 0.997 |
SUM_SCORE | 0.694 | 0.412 | 0.751 | 0.997 | 1.000 |
GENDER | PRV_CD | |
---|---|---|
GENDER | 1.000 | 0.245 |
PRV_CD | 0.245 | 1.000 |
AGE_CD | POP_CNT | SUM_SCORE | PRV_CD | GENDER | |
---|---|---|---|---|---|
AGE_CD | 1.000 | 0.361 | 0.390 | 0.000 | 0.000 |
POP_CNT | 0.361 | 1.000 | 0.998 | 0.344 | 0.291 |
SUM_SCORE | 0.390 | 0.998 | 1.000 | 0.349 | 0.298 |
PRV_CD | 0.000 | 0.344 | 0.349 | 1.000 | 0.245 |
GENDER | 0.000 | 0.291 | 0.298 | 0.245 | 1.000 |
BS_YR_MON | PRV_CD | GENDER | AGE_CD | POP_CNT | SUM_SCORE | |
---|---|---|---|---|---|---|
0 | 201912 | 11110 | 1 | 25 | 47 | 36015 |
1 | 201912 | 11110 | 1 | 30 | 225 | 179763 |
2 | 201912 | 11110 | 1 | 35 | 521 | 429246 |
3 | 201912 | 11110 | 1 | 40 | 734 | 603279 |
4 | 201912 | 11110 | 1 | 45 | 777 | 655701 |
5 | 201912 | 11110 | 1 | 50 | 997 | 825086 |
6 | 201912 | 11110 | 1 | 55 | 1022 | 866228 |
7 | 201912 | 11110 | 1 | 60 | 1120 | 948339 |
8 | 201912 | 11110 | 1 | 65 | 923 | 794509 |
9 | 201912 | 11110 | 1 | 70 | 567 | 502415 |
BS_YR_MON | PRV_CD | GENDER | AGE_CD | POP_CNT | SUM_SCORE | |
---|---|---|---|---|---|---|
89 | 201912 | 11215 | 1 | 30 | 535 | 425490 |
90 | 201912 | 11215 | 1 | 35 | 1049 | 861312 |
91 | 201912 | 11215 | 1 | 40 | 1531 | 1277452 |
92 | 201912 | 11215 | 1 | 45 | 1610 | 1332787 |
93 | 201912 | 11215 | 1 | 50 | 2012 | 1664314 |
94 | 201912 | 11215 | 1 | 55 | 2040 | 1707899 |
95 | 201912 | 11215 | 1 | 60 | 2186 | 1880977 |
96 | 201912 | 11215 | 1 | 65 | 1829 | 1606653 |
97 | 201912 | 11215 | 1 | 70 | 966 | 863043 |
98 | 201912 | 11215 | 1 | 71 | 954 | 855250 |