| Correlations for all pairs of data series (method=kendall) | |||||||
| Happiness | Software | Learning | Separate | Connected | Gender | Pop | |
| Happiness | 1 | 0.118 | 0.175 | 0.074 | 0.106 | 0.18 | 0.236 |
| Software | 0.118 | 1 | 0.485 | 0.158 | 0.133 | 0.173 | 0.277 |
| Learning | 0.175 | 0.485 | 1 | 0.179 | 0.164 | 0.172 | 0.317 |
| Separate | 0.074 | 0.158 | 0.179 | 1 | 0.279 | 0.134 | 0.124 |
| Connected | 0.106 | 0.133 | 0.164 | 0.279 | 1 | 0.046 | 0.126 |
| Gender | 0.18 | 0.173 | 0.172 | 0.134 | 0.046 | 1 | 0.197 |
| Pop | 0.236 | 0.277 | 0.317 | 0.124 | 0.126 | 0.197 | 1 |
| Correlations for all pairs of data series with p-values | |||
| pair | Pearson r | Spearman rho | Kendall tau |
| Happiness;Software | 0.1614 | 0.1585 | 0.1179 |
| p-value | (0.006) | (0.007) | (0.0078) |
| Happiness;Learning | 0.2183 | 0.2333 | 0.1749 |
| p-value | (2e-04) | (1e-04) | (1e-04) |
| Happiness;Separate | 0.0854 | 0.1038 | 0.0737 |
| p-value | (0.1482) | (0.0786) | (0.0879) |
| Happiness;Connected | 0.1144 | 0.1435 | 0.1058 |
| p-value | (0.0525) | (0.0148) | (0.0142) |
| Happiness;Gender | 0.2141 | 0.2084 | 0.1797 |
| p-value | (3e-04) | (4e-04) | (4e-04) |
| Happiness;Pop | 0.2759 | 0.2735 | 0.2358 |
| p-value | (0) | (0) | (0) |
| Software;Learning | 0.6547 | 0.5986 | 0.4848 |
| p-value | (0) | (0) | (0) |
| Software;Separate | 0.2304 | 0.2125 | 0.1578 |
| p-value | (1e-04) | (3e-04) | (3e-04) |
| Software;Connected | 0.2006 | 0.1796 | 0.1331 |
| p-value | (6e-04) | (0.0022) | (0.0023) |
| Software;Gender | 0.1681 | 0.199 | 0.1732 |
| p-value | (0.0042) | (7e-04) | (7e-04) |
| Software;Pop | 0.3257 | 0.3187 | 0.2774 |
| p-value | (0) | (0) | (0) |
| Learning;Separate | 0.2966 | 0.2392 | 0.1791 |
| p-value | (0) | (0) | (0) |
| Learning;Connected | 0.2981 | 0.2166 | 0.1644 |
| p-value | (0) | (2e-04) | (2e-04) |
| Learning;Gender | 0.1583 | 0.1977 | 0.1721 |
| p-value | (0.0071) | (7e-04) | (8e-04) |
| Learning;Pop | 0.3627 | 0.3646 | 0.3174 |
| p-value | (0) | (0) | (0) |
| Separate;Connected | 0.5244 | 0.3741 | 0.2786 |
| p-value | (0) | (0) | (0) |
| Separate;Gender | 0.1395 | 0.1582 | 0.1342 |
| p-value | (0.0179) | (0.0072) | (0.0074) |
| Separate;Pop | 0.1578 | 0.146 | 0.1238 |
| p-value | (0.0073) | (0.0132) | (0.0134) |
| Connected;Gender | 0.0603 | 0.0548 | 0.0465 |
| p-value | (0.3081) | (0.3537) | (0.3528) |
| Connected;Pop | 0.1971 | 0.1493 | 0.1265 |
| p-value | (8e-04) | (0.0112) | (0.0115) |
| Gender;Pop | 0.1966 | 0.1966 | 0.1966 |
| p-value | (8e-04) | (8e-04) | (9e-04) |
| Meta Analysis of Correlation Tests | |||
| Number of significant by total number of Correlations | |||
| Type I error | Pearson r | Spearman rho | Kendall tau |
| 0.01 | 0.81 | 0.76 | 0.76 |
| 0.02 | 0.86 | 0.9 | 0.9 |
| 0.03 | 0.86 | 0.9 | 0.9 |
| 0.04 | 0.86 | 0.9 | 0.9 |
| 0.05 | 0.86 | 0.9 | 0.9 |
| 0.06 | 0.9 | 0.9 | 0.9 |
| 0.07 | 0.9 | 0.9 | 0.9 |
| 0.08 | 0.9 | 0.95 | 0.9 |
| 0.09 | 0.9 | 0.95 | 0.95 |
| 0.1 | 0.9 | 0.95 | 0.95 |
