Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 200 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 15.6 KiB |
Average record size in memory | 79.7 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 5 |
Categorical | 3 |
Dataset
Description | Sample |
---|---|
Author | 충북대학교 |
URL | https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=CBULETTUCEOUTENV |
측정주소 has constant value "" | Constant |
위도값 has constant value "" | Constant |
경도값 has constant value "" | Constant |
온도값 is highly overall correlated with 습도값 and 1 other fields | High correlation |
습도값 is highly overall correlated with 온도값 | High correlation |
일사값 is highly overall correlated with 온도값 | High correlation |
측정일시 has unique values | Unique |
풍향값 has 3 (1.5%) zeros | Zeros |
풍속값 has 73 (36.5%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 06:20:33.408319 |
---|---|
Analysis finished | 2023-12-10 06:20:38.281001 |
Duration | 4.87 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
측정일시
Date
UNIQUE
 
Distinct | 200 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
Minimum | 2021-01-01 00:00:00 |
---|---|
Maximum | 2021-01-01 16:35:00 |
온도값
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 168 |
---|---|
Distinct (%) | 84.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -5.0259 |
Minimum | -10.3 |
---|---|
Maximum | 0.31 |
Zeros | 1 |
Zeros (%) | 0.5% |
Negative | 194 |
Negative (%) | 97.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | -10.3 |
---|---|
5-th percentile | -9.9515 |
Q1 | -7.475 |
median | -6.005 |
Q3 | -1.445 |
95-th percentile | -0.1085 |
Maximum | 0.31 |
Range | 10.61 |
Interquartile range (IQR) | 6.03 |
Descriptive statistics
Standard deviation | 3.3495733 |
---|---|
Coefficient of variation (CV) | -0.66646239 |
Kurtosis | -1.3452088 |
Mean | -5.0259 |
Median Absolute Deviation (MAD) | 2.87 |
Skewness | 0.11064788 |
Sum | -1005.18 |
Variance | 11.219641 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-10.0 | 3 | 1.5% |
-1.25 | 3 | 1.5% |
-5.85 | 3 | 1.5% |
-6.17 | 2 | 1.0% |
-6.32 | 2 | 1.0% |
-6.09 | 2 | 1.0% |
-0.27 | 2 | 1.0% |
-6.33 | 2 | 1.0% |
-3.32 | 2 | 1.0% |
-1.19 | 2 | 1.0% |
Other values (158) | 177 |
Value | Count | Frequency (%) |
-10.3 | 2 | |
-10.2 | 1 | 0.5% |
-10.1 | 2 | |
-10.0 | 3 | |
-9.98 | 2 | |
-9.95 | 2 | |
-9.93 | 1 | 0.5% |
-9.91 | 1 | 0.5% |
-9.9 | 1 | 0.5% |
-9.88 | 1 | 0.5% |
Value | Count | Frequency (%) |
0.31 | 1 | |
0.24 | 1 | |
0.21 | 2 | |
0.12 | 1 | |
0.0 | 1 | |
-0.04 | 1 | |
-0.05 | 1 | |
-0.06 | 1 | |
-0.08 | 1 | |
-0.11 | 1 |
습도값
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 121 |
---|---|
Distinct (%) | 60.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 65.8195 |
Minimum | 49.7 |
---|---|
Maximum | 76.3 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 49.7 |
---|---|
5-th percentile | 54.065 |
Q1 | 62.1 |
median | 66.15 |
Q3 | 69.6 |
95-th percentile | 75.6 |
Maximum | 76.3 |
Range | 26.6 |
Interquartile range (IQR) | 7.5 |
Descriptive statistics
Standard deviation | 6.2798849 |
---|---|
Coefficient of variation (CV) | 0.095410705 |
Kurtosis | -0.24698011 |
Mean | 65.8195 |
Median Absolute Deviation (MAD) | 3.85 |
Skewness | -0.45659734 |
Sum | 13163.9 |
Variance | 39.436955 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
69.6 | 5 | 2.5% |
69.4 | 4 | 2.0% |
68.9 | 4 | 2.0% |
69.3 | 4 | 2.0% |
69.0 | 4 | 2.0% |
62.3 | 4 | 2.0% |
74.9 | 4 | 2.0% |
53.1 | 3 | 1.5% |
64.8 | 3 | 1.5% |
61.6 | 3 | 1.5% |
Other values (111) | 162 |
Value | Count | Frequency (%) |
49.7 | 1 | 0.5% |
50.1 | 1 | 0.5% |
50.2 | 1 | 0.5% |
52.2 | 1 | 0.5% |
52.4 | 1 | 0.5% |
52.7 | 1 | 0.5% |
53.1 | 3 | |
53.4 | 1 | 0.5% |
54.1 | 1 | 0.5% |
54.5 | 2 |
Value | Count | Frequency (%) |
76.3 | 2 | |
76.2 | 1 | 0.5% |
76.1 | 1 | 0.5% |
76.0 | 1 | 0.5% |
75.9 | 1 | 0.5% |
75.7 | 3 | |
75.6 | 2 | |
75.3 | 1 | 0.5% |
75.2 | 2 | |
75.1 | 1 | 0.5% |
풍향값
Real number (ℝ)
ZEROS
 
Distinct | 112 |
---|---|
Distinct (%) | 56.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 178.82 |
Minimum | 0 |
---|---|
Maximum | 285 |
Zeros | 3 |
Zeros (%) | 1.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 97 |
Q1 | 154.5 |
median | 179.5 |
Q3 | 220.25 |
95-th percentile | 255.05 |
Maximum | 285 |
Range | 285 |
Interquartile range (IQR) | 65.75 |
Descriptive statistics
Standard deviation | 51.16863 |
---|---|
Coefficient of variation (CV) | 0.28614602 |
Kurtosis | 1.0583302 |
Mean | 178.82 |
Median Absolute Deviation (MAD) | 34.5 |
Skewness | -0.57850328 |
Sum | 35764 |
Variance | 2618.2287 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
161 | 11 | 5.5% |
172 | 8 | 4.0% |
182 | 7 | 3.5% |
157 | 6 | 3.0% |
227 | 4 | 2.0% |
231 | 4 | 2.0% |
135 | 3 | 1.5% |
190 | 3 | 1.5% |
180 | 3 | 1.5% |
175 | 3 | 1.5% |
Other values (102) | 148 |
Value | Count | Frequency (%) |
0 | 3 | |
67 | 1 | 0.5% |
68 | 1 | 0.5% |
71 | 1 | 0.5% |
86 | 1 | 0.5% |
88 | 1 | 0.5% |
96 | 1 | 0.5% |
97 | 2 | |
101 | 1 | 0.5% |
102 | 1 | 0.5% |
Value | Count | Frequency (%) |
285 | 1 | |
284 | 1 | |
283 | 1 | |
276 | 2 | |
271 | 1 | |
265 | 1 | |
264 | 1 | |
258 | 1 | |
256 | 1 | |
255 | 1 |
풍속값
Real number (ℝ)
ZEROS
 
Distinct | 20 |
---|---|
Distinct (%) | 10.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.4575 |
Minimum | 0 |
---|---|
Maximum | 1.9 |
Zeros | 73 |
Zeros (%) | 36.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0.3 |
Q3 | 0.7 |
95-th percentile | 1.605 |
Maximum | 1.9 |
Range | 1.9 |
Interquartile range (IQR) | 0.7 |
Descriptive statistics
Standard deviation | 0.52240625 |
---|---|
Coefficient of variation (CV) | 1.1418716 |
Kurtosis | 0.55526993 |
Mean | 0.4575 |
Median Absolute Deviation (MAD) | 0.3 |
Skewness | 1.1668784 |
Sum | 91.5 |
Variance | 0.27290829 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 73 | |
0.3 | 21 | 10.5% |
0.4 | 17 | 8.5% |
0.7 | 10 | 5.0% |
0.6 | 10 | 5.0% |
0.5 | 9 | 4.5% |
0.1 | 8 | 4.0% |
0.9 | 7 | 3.5% |
1.1 | 6 | 3.0% |
1.0 | 6 | 3.0% |
Other values (10) | 33 |
Value | Count | Frequency (%) |
0.0 | 73 | |
0.1 | 8 | 4.0% |
0.2 | 5 | 2.5% |
0.3 | 21 | 10.5% |
0.4 | 17 | 8.5% |
0.5 | 9 | 4.5% |
0.6 | 10 | 5.0% |
0.7 | 10 | 5.0% |
0.8 | 5 | 2.5% |
0.9 | 7 | 3.5% |
Value | Count | Frequency (%) |
1.9 | 5 | |
1.8 | 3 | |
1.7 | 2 | 1.0% |
1.6 | 1 | 0.5% |
1.5 | 4 | |
1.4 | 1 | 0.5% |
1.3 | 5 | |
1.2 | 2 | 1.0% |
1.1 | 6 | |
1.0 | 6 |
일사값
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 149 |
---|---|
Distinct (%) | 74.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1029.9611 |
Minimum | 926.01 |
---|---|
Maximum | 1263 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 926.01 |
---|---|
5-th percentile | 940.1455 |
Q1 | 956.6575 |
median | 975.82 |
Q3 | 1092.1825 |
95-th percentile | 1205.86 |
Maximum | 1263 |
Range | 336.99 |
Interquartile range (IQR) | 135.525 |
Descriptive statistics
Standard deviation | 96.116275 |
---|---|
Coefficient of variation (CV) | 0.093320292 |
Kurtosis | -0.75405869 |
Mean | 1029.9611 |
Median Absolute Deviation (MAD) | 31.01 |
Skewness | 0.88627018 |
Sum | 205992.23 |
Variance | 9238.3383 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
950.92 | 5 | 2.5% |
951.89 | 5 | 2.5% |
968.01 | 3 | 1.5% |
984.13 | 3 | 1.5% |
986.08 | 3 | 1.5% |
939.68 | 3 | 1.5% |
973.38 | 3 | 1.5% |
975.34 | 3 | 1.5% |
945.05 | 3 | 1.5% |
966.06 | 3 | 1.5% |
Other values (139) | 166 |
Value | Count | Frequency (%) |
926.01 | 1 | 0.5% |
933.33 | 1 | 0.5% |
934.31 | 1 | 0.5% |
934.8 | 1 | 0.5% |
935.29 | 1 | 0.5% |
935.78 | 1 | 0.5% |
936.26 | 1 | 0.5% |
939.68 | 3 | |
940.17 | 1 | 0.5% |
941.15 | 2 |
Value | Count | Frequency (%) |
1263.0 | 1 | 0.5% |
1244.44 | 1 | 0.5% |
1240.05 | 1 | 0.5% |
1222.47 | 1 | 0.5% |
1221.98 | 1 | 0.5% |
1217.58 | 1 | 0.5% |
1213.19 | 1 | 0.5% |
1211.72 | 1 | 0.5% |
1207.33 | 1 | 0.5% |
1205.86 | 3 |
측정주소
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
세종특별자치시 연동면 예양리 842-9 10번지 |
---|
Length
Max length | 26 |
---|---|
Median length | 26 |
Mean length | 26 |
Min length | 26 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 세종특별자치시 연동면 예양리 842-9 10번지 |
---|---|
2nd row | 세종특별자치시 연동면 예양리 842-9 10번지 |
3rd row | 세종특별자치시 연동면 예양리 842-9 10번지 |
4th row | 세종특별자치시 연동면 예양리 842-9 10번지 |
5th row | 세종특별자치시 연동면 예양리 842-9 10번지 |
Common Values
Value | Count | Frequency (%) |
세종특별자치시 연동면 예양리 842-9 10번지 | 200 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
세종특별자치시 | 200 | |
연동면 | 200 | |
예양리 | 200 | |
842-9 | 200 | |
10번지 | 200 |
위도값
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
36.5719 |
---|
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 7 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 36.5719 |
---|---|
2nd row | 36.5719 |
3rd row | 36.5719 |
4th row | 36.5719 |
5th row | 36.5719 |
Common Values
Value | Count | Frequency (%) |
36.5719 | 200 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
36.5719 | 200 |
경도값
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
127.3205 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 127.3205 |
---|---|
2nd row | 127.3205 |
3rd row | 127.3205 |
4th row | 127.3205 |
5th row | 127.3205 |
Common Values
Value | Count | Frequency (%) |
127.3205 | 200 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
127.3205 | 200 |
온도값 | 습도값 | 풍향값 | 풍속값 | 일사값 | |
---|---|---|---|---|---|
온도값 | 1.000 | 0.922 | 0.699 | 0.677 | 0.851 |
습도값 | 0.922 | 1.000 | 0.525 | 0.496 | 0.695 |
풍향값 | 0.699 | 0.525 | 1.000 | 0.418 | 0.424 |
풍속값 | 0.677 | 0.496 | 0.418 | 1.000 | 0.271 |
일사값 | 0.851 | 0.695 | 0.424 | 0.271 | 1.000 |
온도값 | 습도값 | 풍향값 | 풍속값 | 일사값 | |
---|---|---|---|---|---|
온도값 | 1.000 | -0.574 | -0.013 | 0.441 | 0.752 |
습도값 | -0.574 | 1.000 | 0.072 | -0.325 | -0.367 |
풍향값 | -0.013 | 0.072 | 1.000 | 0.295 | -0.235 |
풍속값 | 0.441 | -0.325 | 0.295 | 1.000 | 0.211 |
일사값 | 0.752 | -0.367 | -0.235 | 0.211 | 1.000 |
측정일시 | 온도값 | 습도값 | 풍향값 | 풍속값 | 일사값 | 측정주소 | 위도값 | 경도값 | |
---|---|---|---|---|---|---|---|---|---|
0 | 2021-01-01 0:00 | -6.08 | 69.1 | 265 | 0.9 | 970.45 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
1 | 2021-01-01 0:05 | -6.04 | 69.1 | 231 | 0.4 | 954.33 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
2 | 2021-01-01 0:10 | -5.94 | 69.0 | 186 | 0.1 | 987.06 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
3 | 2021-01-01 0:15 | -6.01 | 69.4 | 191 | 0.3 | 944.57 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
4 | 2021-01-01 0:20 | -5.91 | 68.9 | 199 | 0.7 | 970.45 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
5 | 2021-01-01 0:25 | -5.79 | 69.4 | 116 | 0.5 | 951.89 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
6 | 2021-01-01 0:30 | -5.76 | 68.6 | 226 | 1.1 | 990.48 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
7 | 2021-01-01 0:35 | -5.85 | 69.3 | 193 | 1.3 | 988.03 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
8 | 2021-01-01 0:40 | -5.77 | 69.3 | 235 | 1.9 | 961.17 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
9 | 2021-01-01 0:45 | -5.78 | 69.3 | 231 | 0.5 | 954.82 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
측정일시 | 온도값 | 습도값 | 풍향값 | 풍속값 | 일사값 | 측정주소 | 위도값 | 경도값 | |
---|---|---|---|---|---|---|---|---|---|
190 | 2021-01-01 15:50 | -0.11 | 61.3 | 187 | 0.3 | 1072.04 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
191 | 2021-01-01 15:55 | -0.23 | 61.6 | 200 | 0.0 | 1055.92 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
192 | 2021-01-01 16:00 | -0.08 | 62.4 | 185 | 0.4 | 1092.06 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
193 | 2021-01-01 16:05 | -0.05 | 63.0 | 169 | 0.0 | 1054.95 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
194 | 2021-01-01 16:10 | -0.27 | 63.2 | 172 | 0.6 | 1079.37 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
195 | 2021-01-01 16:15 | -0.49 | 64.7 | 241 | 0.9 | 1181.93 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
196 | 2021-01-01 16:20 | -0.62 | 65.9 | 195 | 0.9 | 1144.32 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
197 | 2021-01-01 16:25 | -0.76 | 67.2 | 255 | 1.5 | 1116.97 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
198 | 2021-01-01 16:30 | -0.75 | 67.7 | 238 | 0.7 | 1170.7 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |
199 | 2021-01-01 16:35 | -0.66 | 67.4 | 192 | 0.3 | 1161.42 | 세종특별자치시 연동면 예양리 842-9 10번지 | 36.5719 | 127.3205 |