Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.2 KiB |
Average record size in memory | 53.3 B |
Variable types
Categorical | 3 |
---|---|
DateTime | 1 |
Numeric | 2 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 순천향대학교 산학협력단 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=a7b2c560-49a3-11eb-8ff3-e7c20661cf87 |
Reproduction
Analysis started | 2023-12-10 13:11:28.005874 |
---|---|
Analysis finished | 2023-12-10 13:11:28.990714 |
Duration | 0.98 seconds |
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 |
1911KT149 |
---|
Length
Max length | 9 |
---|---|
Median length | 9 |
Mean length | 9 |
Min length | 9 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1911KT149 |
---|---|
2nd row | 1911KT149 |
3rd row | 1911KT149 |
4th row | 1911KT149 |
5th row | 1911KT149 |
Common Values
Value | Count | Frequency (%) |
1911KT149 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1911kt149 | 100 |
데이터 측정 일시
Date
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Minimum | 2020-02-01 00:00:00 |
---|---|
Maximum | 2020-02-05 03:00:00 |
위도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
37.53785 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 37.53785 |
---|---|
2nd row | 37.53785 |
3rd row | 37.53785 |
4th row | 37.53785 |
5th row | 37.53785 |
Common Values
Value | Count | Frequency (%) |
37.53785 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
37.53785 | 100 |
경도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
126.986885 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 126.986885 |
---|---|
2nd row | 126.986885 |
3rd row | 126.986885 |
4th row | 126.986885 |
5th row | 126.986885 |
Common Values
Value | Count | Frequency (%) |
126.986885 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
126.986885 | 100 |
미세먼지
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 40.9588 |
Minimum | 6.36 |
---|---|
Maximum | 112.79 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 6.36 |
---|---|
5-th percentile | 10.141 |
Q1 | 15.2525 |
median | 23.28 |
Q3 | 66.805 |
95-th percentile | 97.726 |
Maximum | 112.79 |
Range | 106.43 |
Interquartile range (IQR) | 51.5525 |
Descriptive statistics
Standard deviation | 31.904543 |
---|---|
Coefficient of variation (CV) | 0.77894233 |
Kurtosis | -0.76789645 |
Mean | 40.9588 |
Median Absolute Deviation (MAD) | 13.09 |
Skewness | 0.81718813 |
Sum | 4095.88 |
Variance | 1017.8999 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
17.09 | 2 | 2.0% |
10.93 | 2 | 2.0% |
13.24 | 1 | 1.0% |
16.05 | 1 | 1.0% |
15.0 | 1 | 1.0% |
17.21 | 1 | 1.0% |
15.46 | 1 | 1.0% |
12.46 | 1 | 1.0% |
10.34 | 1 | 1.0% |
10.15 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
6.36 | 1 | |
8.07 | 1 | |
8.09 | 1 | |
8.34 | 1 | |
9.97 | 1 | |
10.15 | 1 | |
10.34 | 1 | |
10.93 | 2 | |
11.11 | 1 | |
11.21 | 1 |
Value | Count | Frequency (%) |
112.79 | 1 | |
110.31 | 1 | |
109.55 | 1 | |
107.5 | 1 | |
97.84 | 1 | |
97.72 | 1 | |
97.62 | 1 | |
95.67 | 1 | |
95.54 | 1 | |
94.54 | 1 |
초미세먼지
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 52.1031 |
Minimum | 8.3 |
---|---|
Maximum | 144.93 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 8.3 |
---|---|
5-th percentile | 13.043 |
Q1 | 19.3125 |
median | 29.405 |
Q3 | 85.0675 |
95-th percentile | 124.814 |
Maximum | 144.93 |
Range | 136.63 |
Interquartile range (IQR) | 65.755 |
Descriptive statistics
Standard deviation | 40.71521 |
---|---|
Coefficient of variation (CV) | 0.78143547 |
Kurtosis | -0.73198577 |
Mean | 52.1031 |
Median Absolute Deviation (MAD) | 16.42 |
Skewness | 0.83262362 |
Sum | 5210.31 |
Variance | 1657.7283 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
57.53 | 1 | 1.0% |
16.63 | 1 | 1.0% |
18.57 | 1 | 1.0% |
20.49 | 1 | 1.0% |
19.12 | 1 | 1.0% |
21.95 | 1 | 1.0% |
19.77 | 1 | 1.0% |
15.95 | 1 | 1.0% |
14.05 | 1 | 1.0% |
13.33 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
8.3 | 1 | |
10.48 | 1 | |
10.51 | 1 | |
10.82 | 1 | |
12.72 | 1 | |
13.06 | 1 | |
13.33 | 1 | |
14.05 | 1 | |
14.06 | 1 | |
14.08 | 1 |
Value | Count | Frequency (%) |
144.93 | 1 | |
141.48 | 1 | |
140.67 | 1 | |
137.98 | 1 | |
124.89 | 1 | |
124.81 | 1 | |
124.71 | 1 | |
122.42 | 1 | |
121.87 | 1 | |
120.03 | 1 |
데이터 측정 일시 | 미세먼지 | 초미세먼지 | |
---|---|---|---|
데이터 측정 일시 | 1.000 | 1.000 | 1.000 |
미세먼지 | 1.000 | 1.000 | 0.999 |
초미세먼지 | 1.000 | 0.999 | 1.000 |
미세먼지 | 초미세먼지 | |
---|---|---|
미세먼지 | 1.000 | 1.000 |
초미세먼지 | 1.000 | 1.000 |
기기 ID | 데이터 측정 일시 | 위도 | 경도 | 미세먼지 | 초미세먼지 | |
---|---|---|---|---|---|---|
0 | 1911KT149 | 2020-02-01 01:00:00 | 37.53785 | 126.986885 | 45.52 | 57.53 |
1 | 1911KT149 | 2020-02-01 02:00:00 | 37.53785 | 126.986885 | 46.76 | 59.13 |
2 | 1911KT149 | 2020-02-01 03:00:00 | 37.53785 | 126.986885 | 36.33 | 45.9 |
3 | 1911KT149 | 2020-02-01 04:00:00 | 37.53785 | 126.986885 | 29.08 | 36.7 |
4 | 1911KT149 | 2020-02-01 05:00:00 | 37.53785 | 126.986885 | 37.05 | 46.84 |
5 | 1911KT149 | 2020-02-01 06:00:00 | 37.53785 | 126.986885 | 43.27 | 54.73 |
6 | 1911KT149 | 2020-02-01 07:00:00 | 37.53785 | 126.986885 | 45.91 | 58.08 |
7 | 1911KT149 | 2020-02-01 08:00:00 | 37.53785 | 126.986885 | 50.77 | 64.22 |
8 | 1911KT149 | 2020-02-01 09:00:00 | 37.53785 | 126.986885 | 56.53 | 71.62 |
9 | 1911KT149 | 2020-02-01 10:00:00 | 37.53785 | 126.986885 | 64.18 | 81.28 |
기기 ID | 데이터 측정 일시 | 위도 | 경도 | 미세먼지 | 초미세먼지 | |
---|---|---|---|---|---|---|
90 | 1911KT149 | 2020-02-04 19:00:00 | 37.53785 | 126.986885 | 22.12 | 27.63 |
91 | 1911KT149 | 2020-02-04 20:00:00 | 37.53785 | 126.986885 | 23.61 | 29.68 |
92 | 1911KT149 | 2020-02-04 21:00:00 | 37.53785 | 126.986885 | 18.93 | 23.79 |
93 | 1911KT149 | 2020-02-04 22:00:00 | 37.53785 | 126.986885 | 18.06 | 22.71 |
94 | 1911KT149 | 2020-02-04 23:00:00 | 37.53785 | 126.986885 | 9.97 | 12.72 |
95 | 1911KT149 | 2020-02-05 00:00:00 | 37.53785 | 126.986885 | 6.36 | 8.3 |
96 | 1911KT149 | 2020-02-05 01:00:00 | 37.53785 | 126.986885 | 8.07 | 10.51 |
97 | 1911KT149 | 2020-02-05 02:00:00 | 37.53785 | 126.986885 | 8.34 | 10.82 |
98 | 1911KT149 | 2020-02-05 03:00:00 | 37.53785 | 126.986885 | 8.09 | 10.48 |
99 | 1911KT149 | 2020-02-01 00:00:00 | 37.53785 | 126.986885 | 43.83 | 55.32 |