Correlations for all pairs of data series (method=kendall) | ||||||||
PM10 | Cars | Temp | Windspeed | Tempdiff | Winddir | hour | day | |
PM10 | 1 | 0.237 | 0.044 | -0.132 | -0.078 | 0.052 | 0.146 | 0.036 |
Cars | 0.237 | 1 | 0.168 | 0.125 | -0.246 | -0.004 | 0.226 | 0.005 |
Temp | 0.044 | 0.168 | 1 | 0.141 | -0.169 | 0.204 | 0.077 | 0.205 |
Windspeed | -0.132 | 0.125 | 0.141 | 1 | -0.213 | -0.143 | 0.005 | 0.04 |
Tempdiff | -0.078 | -0.246 | -0.169 | -0.213 | 1 | 0.013 | -0.022 | -0.15 |
Winddir | 0.052 | -0.004 | 0.204 | -0.143 | 0.013 | 1 | 0.024 | 0.04 |
hour | 0.146 | 0.226 | 0.077 | 0.005 | -0.022 | 0.024 | 1 | -0.028 |
day | 0.036 | 0.005 | 0.205 | 0.04 | -0.15 | 0.04 | -0.028 | 1 |
Correlations for all pairs of data series with p-values | |||
pair | Pearson r | Spearman rho | Kendall tau |
PM10;Cars | 0.3556 | 0.35 | 0.2368 |
p-value | (0) | (0) | (0) |
PM10;Temp | 0.0463 | 0.0667 | 0.044 |
p-value | (0.3016) | (0.1367) | (0.1449) |
PM10;Windspeed | -0.1452 | -0.1919 | -0.132 |
p-value | (0.0011) | (0) | (0) |
PM10;Tempdiff | -0.0716 | -0.1023 | -0.0776 |
p-value | (0.11) | (0.0221) | (0.0121) |
PM10;Winddir | 0.0164 | 0.0716 | 0.0519 |
p-value | (0.7138) | (0.1096) | (0.0851) |
PM10;hour | 0.2134 | 0.2116 | 0.1462 |
p-value | (0) | (0) | (0) |
PM10;day | 0.0458 | 0.0559 | 0.0365 |
p-value | (0.3065) | (0.2119) | (0.2269) |
Cars;Temp | 0.2573 | 0.2529 | 0.168 |
p-value | (0) | (0) | (0) |
Cars;Windspeed | 0.1868 | 0.1896 | 0.1253 |
p-value | (0) | (0) | (0) |
Cars;Tempdiff | -0.3467 | -0.355 | -0.2459 |
p-value | (0) | (0) | (0) |
Cars;Winddir | 0.0089 | -0.0041 | -0.0035 |
p-value | (0.8424) | (0.9273) | (0.9068) |
Cars;hour | 0.5551 | 0.3953 | 0.2259 |
p-value | (0) | (0) | (0) |
Cars;day | -0.0026 | 0.0072 | 0.0047 |
p-value | (0.9541) | (0.8723) | (0.8748) |
Temp;Windspeed | 0.2136 | 0.2058 | 0.1412 |
p-value | (0) | (0) | (0) |
Temp;Tempdiff | -0.358 | -0.244 | -0.1691 |
p-value | (0) | (0) | (0) |
Temp;Winddir | 0.3211 | 0.3043 | 0.204 |
p-value | (0) | (0) | (0) |
Temp;hour | 0.1192 | 0.1125 | 0.0773 |
p-value | (0.0076) | (0.0119) | (0.0115) |
Temp;day | 0.1613 | 0.2905 | 0.205 |
p-value | (3e-04) | (0) | (0) |
Windspeed;Tempdiff | -0.2721 | -0.3045 | -0.2134 |
p-value | (0) | (0) | (0) |
Windspeed;Winddir | -0.0917 | -0.1983 | -0.1433 |
p-value | (0.0404) | (0) | (0) |
Windspeed;hour | 0.0323 | 0.0059 | 0.0052 |
p-value | (0.4715) | (0.8953) | (0.8664) |
Windspeed;day | 0.0406 | 0.059 | 0.0403 |
p-value | (0.3649) | (0.1881) | (0.1817) |
Tempdiff;Winddir | -0.0415 | 0.0223 | 0.0132 |
p-value | (0.3543) | (0.6183) | (0.6666) |
Tempdiff;hour | -0.0696 | -0.038 | -0.0217 |
p-value | (0.1203) | (0.3959) | (0.4872) |
Tempdiff;day | -0.1429 | -0.2162 | -0.1502 |
p-value | (0.0014) | (0) | (0) |
Winddir;hour | 0.0366 | 0.0418 | 0.0242 |
p-value | (0.4143) | (0.3507) | (0.4281) |
Winddir;day | 0.0449 | 0.0572 | 0.0405 |
p-value | (0.3168) | (0.2018) | (0.1771) |
hour;day | -0.0491 | -0.0407 | -0.0279 |
p-value | (0.2736) | (0.3639) | (0.3617) |