Correlations for all pairs of data series (method=pearson) | ||||||||
y | x1 | x2 | x3 | x4 | x5 | x6 | x7 | |
y | 1 | -0.261 | 0.479 | 0.376 | 0.405 | 0.459 | 0.375 | 0.434 |
x1 | -0.261 | 1 | -0.474 | -0.46 | -0.456 | -0.483 | -0.461 | -0.51 |
x2 | 0.479 | -0.474 | 1 | 0.734 | 0.742 | 0.887 | 0.731 | 0.84 |
x3 | 0.376 | -0.46 | 0.734 | 1 | 0.94 | 0.725 | 0.984 | 0.768 |
x4 | 0.405 | -0.456 | 0.742 | 0.94 | 1 | 0.733 | 0.918 | 0.774 |
x5 | 0.459 | -0.483 | 0.887 | 0.725 | 0.733 | 1 | 0.721 | 0.884 |
x6 | 0.375 | -0.461 | 0.731 | 0.984 | 0.918 | 0.721 | 1 | 0.762 |
x7 | 0.434 | -0.51 | 0.84 | 0.768 | 0.774 | 0.884 | 0.762 | 1 |
Correlations for all pairs of data series with p-values | |||
pair | Pearson r | Spearman rho | Kendall tau |
y;x1 | -0.261 | -0.2225 | -0.0999 |
p-value | (0) | (1e-04) | (0.0114) |
y;x2 | 0.4787 | 0.8219 | 0.6432 |
p-value | (0) | (0) | (0) |
y;x3 | 0.3762 | 0.7703 | 0.5662 |
p-value | (0) | (0) | (0) |
y;x4 | 0.4055 | 0.7885 | 0.5969 |
p-value | (0) | (0) | (0) |
y;x5 | 0.4593 | 0.8187 | 0.6415 |
p-value | (0) | (0) | (0) |
y;x6 | 0.3748 | 0.7694 | 0.5686 |
p-value | (0) | (0) | (0) |
y;x7 | 0.4345 | 0.7768 | 0.5929 |
p-value | (0) | (0) | (0) |
x1;x2 | -0.4741 | -0.2197 | -0.0733 |
p-value | (0) | (2e-04) | (0.0634) |
x1;x3 | -0.4604 | -0.2204 | -0.1087 |
p-value | (0) | (2e-04) | (0.0061) |
x1;x4 | -0.4555 | -0.2197 | -0.1046 |
p-value | (0) | (2e-04) | (0.0082) |
x1;x5 | -0.4831 | -0.2318 | -0.095 |
p-value | (0) | (1e-04) | (0.0164) |
x1;x6 | -0.4608 | -0.2162 | -0.1068 |
p-value | (0) | (2e-04) | (0.0076) |
x1;x7 | -0.5105 | -0.2412 | -0.0891 |
p-value | (0) | (0) | (0.0246) |
x2;x3 | 0.7338 | 0.7648 | 0.5539 |
p-value | (0) | (0) | (0) |
x2;x4 | 0.7418 | 0.781 | 0.578 |
p-value | (0) | (0) | (0) |
x2;x5 | 0.8867 | 0.903 | 0.7329 |
p-value | (0) | (0) | (0) |
x2;x6 | 0.731 | 0.7601 | 0.5529 |
p-value | (0) | (0) | (0) |
x2;x7 | 0.8399 | 0.8675 | 0.6853 |
p-value | (0) | (0) | (0) |
x3;x4 | 0.9396 | 0.9335 | 0.7989 |
p-value | (0) | (0) | (0) |
x3;x5 | 0.7251 | 0.7621 | 0.5562 |
p-value | (0) | (0) | (0) |
x3;x6 | 0.984 | 0.9811 | 0.9389 |
p-value | (0) | (0) | (0) |
x3;x7 | 0.7676 | 0.7767 | 0.573 |
p-value | (0) | (0) | (0) |
x4;x5 | 0.7331 | 0.7701 | 0.5684 |
p-value | (0) | (0) | (0) |
x4;x6 | 0.9182 | 0.9067 | 0.7707 |
p-value | (0) | (0) | (0) |
x4;x7 | 0.7739 | 0.7791 | 0.577 |
p-value | (0) | (0) | (0) |
x5;x6 | 0.7206 | 0.7547 | 0.557 |
p-value | (0) | (0) | (0) |
x5;x7 | 0.884 | 0.9064 | 0.7471 |
p-value | (0) | (0) | (0) |
x6;x7 | 0.7623 | 0.7722 | 0.574 |
p-value | (0) | (0) | (0) |