Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 47 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.1 KiB |
Average record size in memory | 45.8 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 3 |
Categorical | 1 |
Dataset
Description | 울산시설공단 울산대공원에 소재하는 장미원 입장객 현황 정보를 년월, 입장객, 유료, 무료 항목으로 데이터를 제공합니다. |
---|---|
URL | https://www.data.go.kr/data/15089184/fileData.do |
기준일자 has constant value "" | Constant |
입장객 is highly overall correlated with 유료 and 1 other fields | High correlation |
유료 is highly overall correlated with 입장객 and 1 other fields | High correlation |
무료 is highly overall correlated with 입장객 and 1 other fields | High correlation |
년월 has unique values | Unique |
입장객 has 2 (4.3%) zeros | Zeros |
유료 has 2 (4.3%) zeros | Zeros |
무료 has 2 (4.3%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 08:20:13.451237 |
---|---|
Analysis finished | 2023-12-12 08:20:14.958918 |
Duration | 1.51 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
년월
Date
UNIQUE
 
Distinct | 47 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 508.0 B |
Minimum | 2019-01-01 00:00:00 |
---|---|
Maximum | 2022-11-01 00:00:00 |
입장객
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 46 |
---|---|
Distinct (%) | 97.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 21909.681 |
Minimum | 0 |
---|---|
Maximum | 192657 |
Zeros | 2 |
Zeros (%) | 4.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 555.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2104.6 |
Q1 | 5057 |
median | 12270 |
Q3 | 22531.5 |
95-th percentile | 57672.1 |
Maximum | 192657 |
Range | 192657 |
Interquartile range (IQR) | 17474.5 |
Descriptive statistics
Standard deviation | 37599.31 |
---|---|
Coefficient of variation (CV) | 1.7161049 |
Kurtosis | 15.764377 |
Mean | 21909.681 |
Median Absolute Deviation (MAD) | 8055 |
Skewness | 3.9004442 |
Sum | 1029755 |
Variance | 1.4137081 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 2 | 4.3% |
28406 | 1 | 2.1% |
12270 | 1 | 2.1% |
20174 | 1 | 2.1% |
62050 | 1 | 2.1% |
24097 | 1 | 2.1% |
4215 | 1 | 2.1% |
5608 | 1 | 2.1% |
16007 | 1 | 2.1% |
20966 | 1 | 2.1% |
Other values (36) | 36 |
Value | Count | Frequency (%) |
0 | 2 | |
2041 | 1 | |
2253 | 1 | |
2280 | 1 | |
2844 | 1 | |
2916 | 1 | |
3855 | 1 | |
3936 | 1 | |
3994 | 1 | |
4215 | 1 |
Value | Count | Frequency (%) |
192657 | 1 | |
183120 | 1 | |
62050 | 1 | |
47457 | 1 | |
32719 | 1 | |
31638 | 1 | |
31546 | 1 | |
29720 | 1 | |
29488 | 1 | |
28406 | 1 |
유료
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 46 |
---|---|
Distinct (%) | 97.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17490.851 |
Minimum | 0 |
---|---|
Maximum | 154363 |
Zeros | 2 |
Zeros (%) | 4.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 555.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1697.4 |
Q1 | 4012.5 |
median | 10125 |
Q3 | 18093.5 |
95-th percentile | 45878.1 |
Maximum | 154363 |
Range | 154363 |
Interquartile range (IQR) | 14081 |
Descriptive statistics
Standard deviation | 29619.979 |
---|---|
Coefficient of variation (CV) | 1.6934556 |
Kurtosis | 15.731675 |
Mean | 17490.851 |
Median Absolute Deviation (MAD) | 6707 |
Skewness | 3.8852297 |
Sum | 822070 |
Variance | 8.7734318 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 2 | 4.3% |
24868 | 1 | 2.1% |
9754 | 1 | 2.1% |
14916 | 1 | 2.1% |
49485 | 1 | 2.1% |
18927 | 1 | 2.1% |
3418 | 1 | 2.1% |
4529 | 1 | 2.1% |
12824 | 1 | 2.1% |
17260 | 1 | 2.1% |
Other values (36) | 36 |
Value | Count | Frequency (%) |
0 | 2 | |
1611 | 1 | |
1899 | 1 | |
1901 | 1 | |
2238 | 1 | |
2424 | 1 | |
3293 | 1 | |
3325 | 1 | |
3361 | 1 | |
3418 | 1 |
Value | Count | Frequency (%) |
154363 | 1 | |
141362 | 1 | |
49485 | 1 | |
37462 | 1 | |
26752 | 1 | |
25005 | 1 | |
24868 | 1 | |
24436 | 1 | |
24198 | 1 | |
23854 | 1 |
무료
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 46 |
---|---|
Distinct (%) | 97.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4418.8298 |
Minimum | 0 |
---|---|
Maximum | 41758 |
Zeros | 2 |
Zeros (%) | 4.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 555.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 360.7 |
Q1 | 1009.5 |
median | 2516 |
Q3 | 4029.5 |
95-th percentile | 11794 |
Maximum | 41758 |
Range | 41758 |
Interquartile range (IQR) | 3020 |
Descriptive statistics
Standard deviation | 8034.8398 |
---|---|
Coefficient of variation (CV) | 1.8183185 |
Kurtosis | 16.228762 |
Mean | 4418.8298 |
Median Absolute Deviation (MAD) | 1516 |
Skewness | 3.9677948 |
Sum | 207685 |
Variance | 64558650 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 2 | 4.3% |
3538 | 1 | 2.1% |
2516 | 1 | 2.1% |
5258 | 1 | 2.1% |
12565 | 1 | 2.1% |
5170 | 1 | 2.1% |
797 | 1 | 2.1% |
1079 | 1 | 2.1% |
3183 | 1 | 2.1% |
3706 | 1 | 2.1% |
Other values (36) | 36 |
Value | Count | Frequency (%) |
0 | 2 | |
352 | 1 | |
381 | 1 | |
430 | 1 | |
492 | 1 | |
530 | 1 | |
575 | 1 | |
606 | 1 | |
701 | 1 | |
797 | 1 |
Value | Count | Frequency (%) |
41758 | 1 | |
38294 | 1 | |
12565 | 1 | |
9995 | 1 | |
7714 | 1 | |
7692 | 1 | |
5522 | 1 | |
5258 | 1 | |
5170 | 1 | |
5052 | 1 |
기준일자
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 508.0 B |
2023-07-17 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-07-17 |
---|---|
2nd row | 2023-07-17 |
3rd row | 2023-07-17 |
4th row | 2023-07-17 |
5th row | 2023-07-17 |
Common Values
Value | Count | Frequency (%) |
2023-07-17 | 47 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-07-17 | 47 |
년월 | 입장객 | 유료 | 무료 | |
---|---|---|---|---|
년월 | 1.000 | 1.000 | 1.000 | 1.000 |
입장객 | 1.000 | 1.000 | 1.000 | 0.999 |
유료 | 1.000 | 1.000 | 1.000 | 0.998 |
무료 | 1.000 | 0.999 | 0.998 | 1.000 |
입장객 | 유료 | 무료 | |
---|---|---|---|
입장객 | 1.000 | 0.998 | 0.985 |
유료 | 0.998 | 1.000 | 0.978 |
무료 | 0.985 | 0.978 | 1.000 |
년월 | 입장객 | 유료 | 무료 | 기준일자 | |
---|---|---|---|---|---|
0 | 2019-01 | 28406 | 24868 | 3538 | 2023-07-17 |
1 | 2019-02 | 6394 | 5224 | 1170 | 2023-07-17 |
2 | 2019-03 | 16297 | 13597 | 2700 | 2023-07-17 |
3 | 2019-04 | 29488 | 24436 | 5052 | 2023-07-17 |
4 | 2019-05 | 192657 | 154363 | 38294 | 2023-07-17 |
5 | 2019-06 | 29720 | 24198 | 5522 | 2023-07-17 |
6 | 2019-07 | 4976 | 3957 | 1019 | 2023-07-17 |
7 | 2019-08 | 5138 | 4068 | 1070 | 2023-07-17 |
8 | 2019-09 | 10365 | 8521 | 1844 | 2023-07-17 |
9 | 2019-10 | 31638 | 26752 | 4886 | 2023-07-17 |
년월 | 입장객 | 유료 | 무료 | 기준일자 | |
---|---|---|---|---|---|
37 | 2022-02 | 7871 | 6547 | 1324 | 2023-07-17 |
38 | 2022-03 | 14936 | 12303 | 2633 | 2023-07-17 |
39 | 2022-04 | 32719 | 25005 | 7714 | 2023-07-17 |
40 | 2022-05 | 183120 | 141362 | 41758 | 2023-07-17 |
41 | 2022-06 | 31546 | 23854 | 7692 | 2023-07-17 |
42 | 2022-07 | 3994 | 3293 | 701 | 2023-07-17 |
43 | 2022-08 | 5554 | 4554 | 1000 | 2023-07-17 |
44 | 2022-09 | 13094 | 10736 | 2358 | 2023-07-17 |
45 | 2022-10 | 25254 | 21194 | 4060 | 2023-07-17 |
46 | 2022-11 | 14168 | 10886 | 3282 | 2023-07-17 |