Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 6.0 KiB |
Average record size in memory | 61.3 B |
Variable types
Categorical | 4 |
---|---|
DateTime | 1 |
Numeric | 2 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 순천향대학교 산학협력단 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=29aac690-8f68-11ea-b4d5-2f798fa59107 |
Reproduction
Analysis started | 2023-12-10 11:09:06.576504 |
---|---|
Analysis finished | 2023-12-10 11:09:07.963762 |
Duration | 1.39 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기기 ID
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
V10O1610251 |
---|
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 11 |
Min length | 11 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | V10O1610251 |
---|---|
2nd row | V10O1610251 |
3rd row | V10O1610251 |
4th row | V10O1610251 |
5th row | V10O1610251 |
Common Values
Value | Count | Frequency (%) |
V10O1610251 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
v10o1610251 | 100 |
데이터 측정 위치
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
대치1동 대치지구대옆 |
---|
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 11 |
Min length | 11 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 대치1동 대치지구대옆 |
---|---|
2nd row | 대치1동 대치지구대옆 |
3rd row | 대치1동 대치지구대옆 |
4th row | 대치1동 대치지구대옆 |
5th row | 대치1동 대치지구대옆 |
Common Values
Value | Count | Frequency (%) |
대치1동 대치지구대옆 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
대치1동 | 100 | |
대치지구대옆 | 100 |
위도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
37.492 |
---|
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 6 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 37.492 |
---|---|
2nd row | 37.492 |
3rd row | 37.492 |
4th row | 37.492 |
5th row | 37.492 |
Common Values
Value | Count | Frequency (%) |
37.492 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
37.492 | 100 |
경도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
127.057 |
---|
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 7 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 127.057 |
---|---|
2nd row | 127.057 |
3rd row | 127.057 |
4th row | 127.057 |
5th row | 127.057 |
Common Values
Value | Count | Frequency (%) |
127.057 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
127.057 | 100 |
데이터 측정 일시
Date
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Minimum | 2019-06-01 00:00:00 |
---|---|
Maximum | 2019-06-05 03:00:00 |
미세먼지
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 27.1181 |
Minimum | 17.98 |
---|---|
Maximum | 45.47 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 17.98 |
---|---|
5-th percentile | 19.43 |
Q1 | 23.2725 |
median | 26.105 |
Q3 | 29.785 |
95-th percentile | 37.543 |
Maximum | 45.47 |
Range | 27.49 |
Interquartile range (IQR) | 6.5125 |
Descriptive statistics
Standard deviation | 5.7564381 |
---|---|
Coefficient of variation (CV) | 0.21227291 |
Kurtosis | 1.2099489 |
Mean | 27.1181 |
Median Absolute Deviation (MAD) | 2.995 |
Skewness | 1.0209616 |
Sum | 2711.81 |
Variance | 33.136579 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
27.63 | 2 | 2.0% |
18.47 | 1 | 1.0% |
32.78 | 1 | 1.0% |
24.08 | 1 | 1.0% |
22.65 | 1 | 1.0% |
24.47 | 1 | 1.0% |
36.28 | 1 | 1.0% |
45.47 | 1 | 1.0% |
45.38 | 1 | 1.0% |
37.54 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
17.98 | 1 | |
18.38 | 1 | |
18.47 | 1 | |
18.58 | 1 | |
18.67 | 1 | |
19.47 | 1 | |
19.48 | 1 | |
19.81 | 1 | |
20.08 | 1 | |
20.46 | 1 |
Value | Count | Frequency (%) |
45.47 | 1 | |
45.38 | 1 | |
42.18 | 1 | |
41.57 | 1 | |
37.6 | 1 | |
37.54 | 1 | |
36.95 | 1 | |
36.28 | 1 | |
35.85 | 1 | |
35.78 | 1 |
초미세먼지
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16.8376 |
Minimum | 10.07 |
---|---|
Maximum | 30.47 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 10.07 |
---|---|
5-th percentile | 11.694 |
Q1 | 13.72 |
median | 16.165 |
Q3 | 19.0925 |
95-th percentile | 23.7325 |
Maximum | 30.47 |
Range | 20.4 |
Interquartile range (IQR) | 5.3725 |
Descriptive statistics
Standard deviation | 4.1211615 |
---|---|
Coefficient of variation (CV) | 0.24475944 |
Kurtosis | 0.77983829 |
Mean | 16.8376 |
Median Absolute Deviation (MAD) | 2.59 |
Skewness | 0.88166006 |
Sum | 1683.76 |
Variance | 16.983972 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
18.07 | 2 | 2.0% |
10.51 | 1 | 1.0% |
22.08 | 1 | 1.0% |
15.53 | 1 | 1.0% |
13.32 | 1 | 1.0% |
15.21 | 1 | 1.0% |
22.05 | 1 | 1.0% |
28.44 | 1 | 1.0% |
30.47 | 1 | 1.0% |
24.73 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
10.07 | 1 | |
10.51 | 1 | |
10.73 | 1 | |
11.27 | 1 | |
11.58 | 1 | |
11.7 | 1 | |
11.76 | 1 | |
11.81 | 1 | |
11.82 | 1 | |
11.83 | 1 |
Value | Count | Frequency (%) |
30.47 | 1 | |
28.44 | 1 | |
27.77 | 1 | |
25.42 | 1 | |
24.73 | 1 | |
23.68 | 1 | |
23.12 | 1 | |
22.98 | 1 | |
22.87 | 1 | |
22.78 | 1 |
데이터 측정 일시 | 미세먼지 | 초미세먼지 | |
---|---|---|---|
데이터 측정 일시 | 1.000 | 1.000 | 1.000 |
미세먼지 | 1.000 | 1.000 | 0.956 |
초미세먼지 | 1.000 | 0.956 | 1.000 |
미세먼지 | 초미세먼지 | |
---|---|---|
미세먼지 | 1.000 | 0.864 |
초미세먼지 | 0.864 | 1.000 |
기기 ID | 데이터 측정 위치 | 위도 | 경도 | 데이터 측정 일시 | 미세먼지 | 초미세먼지 | |
---|---|---|---|---|---|---|---|
0 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-01 1:00 | 18.47 | 10.51 |
1 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-01 2:00 | 19.48 | 10.73 |
2 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-01 3:00 | 21.65 | 12.84 |
3 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-01 4:00 | 22.48 | 12.18 |
4 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-01 5:00 | 18.38 | 12.29 |
5 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-01 6:00 | 18.67 | 13.86 |
6 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-01 7:00 | 20.57 | 14.5 |
7 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-01 8:00 | 29.9 | 18.98 |
8 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-01 9:00 | 27.63 | 19.6 |
9 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-01 10:00 | 29.78 | 22.47 |
기기 ID | 데이터 측정 위치 | 위도 | 경도 | 데이터 측정 일시 | 미세먼지 | 초미세먼지 | |
---|---|---|---|---|---|---|---|
90 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-04 19:00 | 24.82 | 16.27 |
91 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-04 20:00 | 26.0 | 17.23 |
92 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-04 21:00 | 28.28 | 17.25 |
93 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-04 22:00 | 33.38 | 19.52 |
94 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-04 23:00 | 27.76 | 19.73 |
95 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-05 0:00 | 24.7 | 18.43 |
96 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-05 1:00 | 27.24 | 19.36 |
97 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-05 2:00 | 33.08 | 23.12 |
98 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-05 3:00 | 32.05 | 22.78 |
99 | V10O1610251 | 대치1동 대치지구대옆 | 37.492 | 127.057 | 2019-06-01 0:00 | 18.58 | 11.27 |