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 | 2 |
---|---|
Numeric | 4 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 코리아크레딧뷰로 / 장윤상 |
URL | https://www.bigdata-transportation.kr/frn/prdt/detail?prdtId=PRDTNUM_000000020212 |
BS_YR_MON has constant value "" | Constant |
POP_CNT is highly overall correlated with SUM_SCORE and 1 other fields | High correlation |
SUM_SCORE is highly overall correlated with POP_CNT and 1 other fields | High correlation |
GENDER is highly overall correlated with POP_CNT and 1 other fields | High correlation |
SUM_SCORE has unique values | Unique |
Reproduction
Analysis started | 2023-12-11 22:35:30.100084 |
---|---|
Analysis finished | 2023-12-11 22:35:31.744037 |
Duration | 1.64 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 |
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
Real number (ℝ)
Distinct | 7 |
---|---|
Distinct (%) | 7.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11185.455 |
Minimum | 11110 |
---|---|
Maximum | 11260 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 11110 |
---|---|
5-th percentile | 11110 |
Q1 | 11140 |
median | 11200 |
Q3 | 11215 |
95-th percentile | 11233 |
Maximum | 11260 |
Range | 150 |
Interquartile range (IQR) | 75 |
Descriptive statistics
Standard deviation | 44.199749 |
---|---|
Coefficient of variation (CV) | 0.003951538 |
Kurtosis | -0.96669026 |
Mean | 11185.455 |
Median Absolute Deviation (MAD) | 30 |
Skewness | -0.38196219 |
Sum | 1107360 |
Variance | 1953.6178 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
11230 | 18 | |
11200 | 17 | |
11170 | 16 | |
11215 | 16 | |
11110 | 14 | |
11140 | 13 | |
11260 | 5 | 5.1% |
Value | Count | Frequency (%) |
11110 | 14 | |
11140 | 13 | |
11170 | 16 | |
11200 | 17 | |
11215 | 16 | |
11230 | 18 | |
11260 | 5 | 5.1% |
Value | Count | Frequency (%) |
11260 | 5 | 5.1% |
11230 | 18 | |
11215 | 16 | |
11200 | 17 | |
11170 | 16 | |
11140 | 13 | |
11110 | 14 |
GENDER
Categorical
HIGH CORRELATION
 
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 | 64 | |
2 | 35 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 64 | |
2 | 35 |
AGE_CD
Real number (ℝ)
Distinct | 10 |
---|---|
Distinct (%) | 10.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 53.070707 |
Minimum | 30 |
---|---|
Maximum | 71 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 30 |
---|---|
5-th percentile | 30 |
Q1 | 45 |
median | 55 |
Q3 | 65 |
95-th percentile | 71 |
Maximum | 71 |
Range | 41 |
Interquartile range (IQR) | 20 |
Descriptive statistics
Standard deviation | 13.097166 |
---|---|
Coefficient of variation (CV) | 0.24678711 |
Kurtosis | -1.1315423 |
Mean | 53.070707 |
Median Absolute Deviation (MAD) | 10 |
Skewness | -0.19934397 |
Sum | 5254 |
Variance | 171.53577 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
50 | 13 | |
45 | 11 | |
60 | 11 | |
65 | 11 | |
55 | 10 | |
70 | 10 | |
40 | 9 | |
71 | 9 | |
30 | 8 | |
35 | 7 |
Value | Count | Frequency (%) |
30 | 8 | |
35 | 7 | |
40 | 9 | |
45 | 11 | |
50 | 13 | |
55 | 10 | |
60 | 11 | |
65 | 11 | |
70 | 10 | |
71 | 9 |
Value | Count | Frequency (%) |
71 | 9 | |
70 | 10 | |
65 | 11 | |
60 | 11 | |
55 | 10 | |
50 | 13 | |
45 | 11 | |
40 | 9 | |
35 | 7 | |
30 | 8 |
POP_CNT
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 53 |
---|---|
Distinct (%) | 53.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.070707 |
Minimum | 3 |
---|---|
Maximum | 185 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 3 |
---|---|
5-th percentile | 3 |
Q1 | 5.5 |
median | 18 |
Q3 | 45.5 |
95-th percentile | 131.8 |
Maximum | 185 |
Range | 182 |
Interquartile range (IQR) | 40 |
Descriptive statistics
Standard deviation | 44.41209 |
---|---|
Coefficient of variation (CV) | 1.2312509 |
Kurtosis | 2.2997154 |
Mean | 36.070707 |
Median Absolute Deviation (MAD) | 14 |
Skewness | 1.7280239 |
Sum | 3571 |
Variance | 1972.4337 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 10 | 10.1% |
4 | 9 | 9.1% |
6 | 6 | 6.1% |
5 | 6 | 6.1% |
11 | 5 | 5.1% |
9 | 3 | 3.0% |
18 | 3 | 3.0% |
24 | 2 | 2.0% |
130 | 2 | 2.0% |
45 | 2 | 2.0% |
Other values (43) | 51 |
Value | Count | Frequency (%) |
3 | 10 | |
4 | 9 | |
5 | 6 | |
6 | 6 | |
7 | 2 | 2.0% |
8 | 2 | 2.0% |
9 | 3 | 3.0% |
10 | 1 | 1.0% |
11 | 5 | |
13 | 2 | 2.0% |
Value | Count | Frequency (%) |
185 | 1 | |
184 | 1 | |
159 | 1 | |
150 | 1 | |
148 | 1 | |
130 | 2 | |
129 | 1 | |
117 | 1 | |
110 | 1 | |
105 | 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 | 30191.788 |
Minimum | 2017 |
---|---|
Maximum | 162458 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1023.0 B |
Quantile statistics
Minimum | 2017 |
---|---|
5-th percentile | 2370.3 |
Q1 | 4575.5 |
median | 13810 |
Q3 | 40226.5 |
95-th percentile | 117547.1 |
Maximum | 162458 |
Range | 160441 |
Interquartile range (IQR) | 35651 |
Descriptive statistics
Standard deviation | 37836.757 |
---|---|
Coefficient of variation (CV) | 1.2532135 |
Kurtosis | 2.6061654 |
Mean | 30191.788 |
Median Absolute Deviation (MAD) | 10362 |
Skewness | 1.7904141 |
Sum | 2988987 |
Variance | 1.4316202 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3369 | 1 | 1.0% |
40139 | 1 | 1.0% |
9583 | 1 | 1.0% |
9107 | 1 | 1.0% |
11794 | 1 | 1.0% |
2398 | 1 | 1.0% |
55202 | 1 | 1.0% |
98546 | 1 | 1.0% |
161000 | 1 | 1.0% |
124207 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
2017 | 1 | |
2109 | 1 | |
2277 | 1 | |
2315 | 1 | |
2355 | 1 | |
2372 | 1 | |
2398 | 1 | |
2408 | 1 | |
2461 | 1 | |
2747 | 1 |
Value | Count | Frequency (%) |
162458 | 1 | |
161000 | 1 | |
129447 | 1 | |
124207 | 1 | |
123443 | 1 | |
116892 | 1 | |
109475 | 1 | |
108290 | 1 | |
98546 | 1 | |
95382 | 1 |
PRV_CD | GENDER | AGE_CD | POP_CNT | SUM_SCORE | |
---|---|---|---|---|---|
PRV_CD | 1.000 | 0.000 | 0.000 | 0.139 | 0.132 |
GENDER | 0.000 | 1.000 | 0.000 | 0.782 | 0.598 |
AGE_CD | 0.000 | 0.000 | 1.000 | 0.060 | 0.000 |
POP_CNT | 0.139 | 0.782 | 0.060 | 1.000 | 0.929 |
SUM_SCORE | 0.132 | 0.598 | 0.000 | 0.929 | 1.000 |
PRV_CD | AGE_CD | POP_CNT | SUM_SCORE | GENDER | |
---|---|---|---|---|---|
PRV_CD | 1.000 | -0.105 | 0.315 | 0.304 | 0.000 |
AGE_CD | -0.105 | 1.000 | 0.236 | 0.263 | 0.000 |
POP_CNT | 0.315 | 0.236 | 1.000 | 0.997 | 0.591 |
SUM_SCORE | 0.304 | 0.263 | 0.997 | 1.000 | 0.585 |
GENDER | 0.000 | 0.000 | 0.591 | 0.585 | 1.000 |
BS_YR_MON | PRV_CD | GENDER | AGE_CD | POP_CNT | SUM_SCORE | |
---|---|---|---|---|---|---|
0 | 201912 | 11110 | 1 | 35 | 4 | 3369 |
1 | 201912 | 11110 | 1 | 40 | 6 | 4730 |
2 | 201912 | 11110 | 1 | 45 | 16 | 12067 |
3 | 201912 | 11110 | 1 | 50 | 19 | 14847 |
4 | 201912 | 11110 | 1 | 55 | 21 | 17733 |
5 | 201912 | 11110 | 1 | 60 | 44 | 37132 |
6 | 201912 | 11110 | 1 | 65 | 31 | 25984 |
7 | 201912 | 11110 | 1 | 70 | 26 | 23400 |
8 | 201912 | 11110 | 1 | 71 | 16 | 14289 |
9 | 201912 | 11110 | 2 | 45 | 3 | 2747 |
BS_YR_MON | PRV_CD | GENDER | AGE_CD | POP_CNT | SUM_SCORE | |
---|---|---|---|---|---|---|
89 | 201912 | 11230 | 2 | 55 | 11 | 8027 |
90 | 201912 | 11230 | 2 | 60 | 11 | 9610 |
91 | 201912 | 11230 | 2 | 65 | 9 | 8229 |
92 | 201912 | 11230 | 2 | 70 | 5 | 3689 |
93 | 201912 | 11230 | 2 | 71 | 3 | 2461 |
94 | 201912 | 11260 | 1 | 30 | 18 | 13800 |
95 | 201912 | 11260 | 1 | 35 | 24 | 18707 |
96 | 201912 | 11260 | 1 | 40 | 67 | 53113 |
97 | 201912 | 11260 | 1 | 45 | 88 | 64697 |
98 | 201912 | 11260 | 1 | 50 | 159 | 123443 |