Correlations for all pairs of data series (method=kendall) | ||||||
age | survived | pclass | sex | sibsp | parch | |
age | 1 | -0.033 | -0.32 | -0.054 | -0.103 | -0.173 |
survived | -0.033 | 1 | -0.295 | 0.529 | 0.081 | 0.157 |
pclass | -0.32 | -0.295 | 1 | -0.119 | -0.062 | -0.026 |
sex | -0.054 | 0.529 | -0.119 | 1 | 0.176 | 0.237 |
sibsp | -0.103 | 0.081 | -0.062 | 0.176 | 1 | 0.415 |
parch | -0.173 | 0.157 | -0.026 | 0.237 | 0.415 | 1 |
Correlations for all pairs of data series with p-values | |||
pair | Pearson r | Spearman rho | Kendall tau |
age;survived | -0.0508 | -0.0383 | -0.0329 |
p-value | (0.1001) | (0.2145) | (0.2144) |
age;pclass | -0.403 | -0.3901 | -0.3204 |
p-value | (0) | (0) | (0) |
age;sex | -0.0664 | -0.0632 | -0.0542 |
p-value | (0.0313) | (0.0408) | (0.0408) |
age;sibsp | -0.2387 | -0.1281 | -0.1032 |
p-value | (0) | (0) | (1e-04) |
age;parch | -0.144 | -0.2086 | -0.1726 |
p-value | (0) | (0) | (0) |
survived;pclass | -0.3125 | -0.3097 | -0.2948 |
p-value | (0) | (0) | (0) |
survived;sex | 0.5287 | 0.5287 | 0.5287 |
p-value | (0) | (0) | (0) |
survived;sibsp | -0.0278 | 0.0836 | 0.081 |
p-value | (0.3144) | (0.0025) | (0.0025) |
survived;parch | 0.0827 | 0.1621 | 0.157 |
p-value | (0.0028) | (0) | (0) |
pclass;sex | -0.1246 | -0.1245 | -0.1185 |
p-value | (0) | (0) | (0) |
pclass;sibsp | 0.0608 | -0.0667 | -0.0616 |
p-value | (0.0277) | (0.0158) | (0.0157) |
pclass;parch | 0.0183 | -0.0288 | -0.0265 |
p-value | (0.5078) | (0.2986) | (0.299) |
sex;sibsp | 0.1096 | 0.1812 | 0.1756 |
p-value | (1e-04) | (0) | (0) |
sex;parch | 0.2131 | 0.2449 | 0.2373 |
p-value | (0) | (0) | (0) |
sibsp;parch | 0.3736 | 0.4384 | 0.4151 |
p-value | (0) | (0) | (0) |