Correlations for all pairs of data series (method=pearson) | |||||||||||||||
Q1 | Q2 | Q3 | Q4 | Q5 | Q6 | Q7 | Q8 | Q9 | Q10 | Q11 | Q12 | Q13 | Q14 | Q15 | |
Q1 | 1 | 0.22 | -0.231 | 0.254 | 0.111 | -0.076 | 0.041 | 0.259 | -0.001 | 0.217 | 0.046 | -0.022 | 0.259 | 0.165 | 0.055 |
Q2 | 0.22 | 1 | -0.094 | 0.102 | 0.249 | -0.025 | 0.221 | -0.106 | 0.209 | -0.149 | 0.21 | 0.088 | 0.057 | 0.241 | -0.116 |
Q3 | -0.231 | -0.094 | 1 | -0.321 | 0.142 | 0.184 | 0.123 | -0.226 | 0.295 | -0.146 | 0.174 | 0.182 | -0.16 | -0.011 | -0.087 |
Q4 | 0.254 | 0.102 | -0.321 | 1 | -0.026 | 0.024 | 0.172 | 0.117 | -0.107 | 0.158 | -0.015 | 0.076 | 0.207 | 0.12 | 0.083 |
Q5 | 0.111 | 0.249 | 0.142 | -0.026 | 1 | 0.092 | 0.009 | -0.071 | 0.333 | -0.302 | 0.046 | 0.076 | 0.131 | -0.027 | -0.003 |
Q6 | -0.076 | -0.025 | 0.184 | 0.024 | 0.092 | 1 | 0.202 | -0.007 | 0.131 | -0.094 | 0.037 | 0.072 | 0.016 | 0.046 | 0.031 |
Q7 | 0.041 | 0.221 | 0.123 | 0.172 | 0.009 | 0.202 | 1 | -0.107 | 0.054 | 0.024 | 0.151 | 0.024 | 0.052 | 0.02 | 0.017 |
Q8 | 0.259 | -0.106 | -0.226 | 0.117 | -0.071 | -0.007 | -0.107 | 1 | -0.11 | 0.318 | -0.116 | -0.211 | 0.26 | 0.15 | 0.208 |
Q9 | -0.001 | 0.209 | 0.295 | -0.107 | 0.333 | 0.131 | 0.054 | -0.11 | 1 | -0.18 | 0.259 | 0.176 | 0.153 | 0.11 | 0.06 |
Q10 | 0.217 | -0.149 | -0.146 | 0.158 | -0.302 | -0.094 | 0.024 | 0.318 | -0.18 | 1 | 0.121 | -0.127 | 0.099 | 0.101 | 0.136 |
Q11 | 0.046 | 0.21 | 0.174 | -0.015 | 0.046 | 0.037 | 0.151 | -0.116 | 0.259 | 0.121 | 1 | 0.142 | -0.12 | 0.208 | -0.038 |
Q12 | -0.022 | 0.088 | 0.182 | 0.076 | 0.076 | 0.072 | 0.024 | -0.211 | 0.176 | -0.127 | 0.142 | 1 | -0.069 | 0.079 | -0.091 |
Q13 | 0.259 | 0.057 | -0.16 | 0.207 | 0.131 | 0.016 | 0.052 | 0.26 | 0.153 | 0.099 | -0.12 | -0.069 | 1 | 0.052 | 0.277 |
Q14 | 0.165 | 0.241 | -0.011 | 0.12 | -0.027 | 0.046 | 0.02 | 0.15 | 0.11 | 0.101 | 0.208 | 0.079 | 0.052 | 1 | 0.062 |
Q15 | 0.055 | -0.116 | -0.087 | 0.083 | -0.003 | 0.031 | 0.017 | 0.208 | 0.06 | 0.136 | -0.038 | -0.091 | 0.277 | 0.062 | 1 |
Correlations for all pairs of data series with p-values | |||
pair | Pearson r | Spearman rho | Kendall tau |
Q1;Q2 | 0.22 | 0.205 | 0.1742 |
p-value | (0.0076) | (0.013) | (0.0125) |
Q1;Q3 | -0.2308 | -0.2301 | -0.1917 |
p-value | (0.0051) | (0.0052) | (0.0052) |
Q1;Q4 | 0.2536 | 0.1434 | 0.1199 |
p-value | (0.002) | (0.0843) | (0.0832) |
Q1;Q5 | 0.111 | 0.1171 | 0.0967 |
p-value | (0.1821) | (0.1594) | (0.1562) |
Q1;Q6 | -0.0764 | -0.0338 | -0.0253 |
p-value | (0.3612) | (0.6866) | (0.7154) |
Q1;Q7 | 0.0411 | 0.0674 | 0.0555 |
p-value | (0.6239) | (0.4204) | (0.4161) |
Q1;Q8 | 0.2594 | 0.2726 | 0.2339 |
p-value | (0.0016) | (9e-04) | (0.001) |
Q1;Q9 | -0.0015 | -0.0257 | -0.0216 |
p-value | (0.9857) | (0.7584) | (0.7573) |
Q1;Q10 | 0.2173 | 0.2634 | 0.2256 |
p-value | (0.0087) | (0.0014) | (0.0013) |
Q1;Q11 | 0.0459 | 0.0419 | 0.0335 |
p-value | (0.5839) | (0.6171) | (0.6264) |
Q1;Q12 | -0.0225 | -0.0464 | -0.039 |
p-value | (0.7875) | (0.5778) | (0.573) |
Q1;Q13 | 0.2592 | 0.2118 | 0.1864 |
p-value | (0.0016) | (0.0103) | (0.0091) |
Q1;Q14 | 0.1649 | 0.1585 | 0.1343 |
p-value | (0.0467) | (0.056) | (0.0512) |
Q1;Q15 | 0.0553 | -0.0081 | -0.0071 |
p-value | (0.5077) | (0.9228) | (0.9212) |
Q2;Q3 | -0.0938 | -0.0747 | -0.0615 |
p-value | (0.2603) | (0.3701) | (0.3556) |
Q2;Q4 | 0.1019 | 0.0748 | 0.0598 |
p-value | (0.2211) | (0.3694) | (0.3736) |
Q2;Q5 | 0.2492 | 0.2586 | 0.2095 |
p-value | (0.0024) | (0.0016) | (0.0015) |
Q2;Q6 | -0.0249 | 0.0092 | 0.0071 |
p-value | (0.7666) | (0.9125) | (0.9168) |
Q2;Q7 | 0.221 | 0.205 | 0.1635 |
p-value | (0.0076) | (0.0134) | (0.0136) |
Q2;Q8 | -0.1056 | -0.1118 | -0.0952 |
p-value | (0.2047) | (0.179) | (0.1659) |
Q2;Q9 | 0.2087 | 0.2064 | 0.172 |
p-value | (0.0115) | (0.0124) | (0.0113) |
Q2;Q10 | -0.1487 | -0.1942 | -0.1606 |
p-value | (0.0743) | (0.0192) | (0.0183) |
Q2;Q11 | 0.2099 | 0.1924 | 0.1557 |
p-value | (0.0113) | (0.0204) | (0.0198) |
Q2;Q12 | 0.0884 | 0.1392 | 0.1112 |
p-value | (0.2885) | (0.0937) | (0.0973) |
Q2;Q13 | 0.0569 | 0.0253 | 0.022 |
p-value | (0.4952) | (0.7619) | (0.7505) |
Q2;Q14 | 0.2413 | 0.2582 | 0.2102 |
p-value | (0.0033) | (0.0016) | (0.0017) |
Q2;Q15 | -0.1165 | -0.1063 | -0.0898 |
p-value | (0.1616) | (0.2015) | (0.1948) |
Q3;Q4 | -0.3213 | -0.3341 | -0.2832 |
p-value | (1e-04) | (0) | (0) |
Q3;Q5 | 0.142 | 0.1624 | 0.1298 |
p-value | (0.0872) | (0.0502) | (0.0463) |
Q3;Q6 | 0.1841 | 0.1997 | 0.1601 |
p-value | (0.0266) | (0.016) | (0.0159) |
Q3;Q7 | 0.1232 | 0.1349 | 0.1068 |
p-value | (0.14) | (0.1058) | (0.1017) |
Q3;Q8 | -0.2256 | -0.2416 | -0.2068 |
p-value | (0.0062) | (0.0033) | (0.0022) |
Q3;Q9 | 0.2946 | 0.3177 | 0.2604 |
p-value | (3e-04) | (1e-04) | (1e-04) |
Q3;Q10 | -0.1457 | -0.1568 | -0.1262 |
p-value | (0.0804) | (0.0597) | (0.0599) |
Q3;Q11 | 0.1736 | 0.1862 | 0.1498 |
p-value | (0.0368) | (0.0249) | (0.0227) |
Q3;Q12 | 0.1817 | 0.177 | 0.1451 |
p-value | (0.0281) | (0.0326) | (0.028) |
Q3;Q13 | -0.1601 | -0.1441 | -0.1222 |
p-value | (0.0536) | (0.0827) | (0.0732) |
Q3;Q14 | -0.0109 | -0.0074 | -0.0056 |
p-value | (0.8964) | (0.9295) | (0.9322) |
Q3;Q15 | -0.0875 | -0.0767 | -0.0657 |
p-value | (0.2939) | (0.3575) | (0.3351) |
Q4;Q5 | -0.0261 | -0.0423 | -0.0359 |
p-value | (0.7542) | (0.612) | (0.5844) |
Q4;Q6 | 0.0238 | 0.0052 | 0.004 |
p-value | (0.7764) | (0.9508) | (0.9523) |
Q4;Q7 | 0.1719 | 0.1472 | 0.1153 |
p-value | (0.0387) | (0.0772) | (0.0796) |
Q4;Q8 | 0.1174 | 0.1765 | 0.1446 |
p-value | (0.1582) | (0.0331) | (0.0339) |
Q4;Q9 | -0.1073 | -0.1382 | -0.1168 |
p-value | (0.1972) | (0.0962) | (0.0829) |
Q4;Q10 | 0.1575 | 0.1598 | 0.1349 |
p-value | (0.0584) | (0.0549) | (0.0458) |
Q4;Q11 | -0.0146 | -0.0285 | -0.0225 |
p-value | (0.8617) | (0.7335) | (0.7344) |
Q4;Q12 | 0.0762 | 0.0532 | 0.0464 |
p-value | (0.3604) | (0.5238) | (0.4856) |
Q4;Q13 | 0.2071 | 0.1996 | 0.1717 |
p-value | (0.0121) | (0.0157) | (0.0126) |
Q4;Q14 | 0.1199 | 0.115 | 0.0981 |
p-value | (0.1494) | (0.1669) | (0.1392) |
Q4;Q15 | 0.083 | 0.1066 | 0.0962 |
p-value | (0.3192) | (0.2002) | (0.1615) |
Q5;Q6 | 0.0916 | 0.1487 | 0.1216 |
p-value | (0.2733) | (0.0743) | (0.0653) |
Q5;Q7 | 0.0086 | 0.0088 | 0.0062 |
p-value | (0.9186) | (0.9162) | (0.924) |
Q5;Q8 | -0.071 | -0.0461 | -0.0376 |
p-value | (0.3947) | (0.5806) | (0.576) |
Q5;Q9 | 0.3334 | 0.2974 | 0.2427 |
p-value | (0) | (3e-04) | (3e-04) |
Q5;Q10 | -0.3015 | -0.2898 | -0.2308 |
p-value | (2e-04) | (4e-04) | (5e-04) |
Q5;Q11 | 0.0464 | 0.0443 | 0.0375 |
p-value | (0.5798) | (0.5965) | (0.566) |
Q5;Q12 | 0.0765 | 0.0837 | 0.0667 |
p-value | (0.359) | (0.3152) | (0.3091) |
Q5;Q13 | 0.1314 | 0.1153 | 0.0929 |
p-value | (0.1139) | (0.1659) | (0.1703) |
Q5;Q14 | -0.027 | -0.0114 | -0.0113 |
p-value | (0.7466) | (0.8918) | (0.8626) |
Q5;Q15 | -0.0026 | -0.0151 | -0.0108 |
p-value | (0.9748) | (0.8566) | (0.8738) |
Q6;Q7 | 0.2022 | 0.2161 | 0.177 |
p-value | (0.0151) | (0.0093) | (0.0074) |
Q6;Q8 | -0.0075 | -0.049 | -0.0412 |
p-value | (0.9287) | (0.5587) | (0.5473) |
Q6;Q9 | 0.1311 | 0.1577 | 0.1374 |
p-value | (0.1159) | (0.0581) | (0.0423) |
Q6;Q10 | -0.094 | -0.1172 | -0.0999 |
p-value | (0.2626) | (0.1618) | (0.1411) |
Q6;Q11 | 0.0371 | 0.0692 | 0.0515 |
p-value | (0.6585) | (0.4101) | (0.44) |
Q6;Q12 | 0.0719 | 0.0764 | 0.061 |
p-value | (0.3902) | (0.361) | (0.3615) |
Q6;Q13 | 0.0159 | 0.0737 | 0.0604 |
p-value | (0.8493) | (0.3783) | (0.3829) |
Q6;Q14 | 0.0456 | 0.0328 | 0.0231 |
p-value | (0.5862) | (0.6952) | (0.7286) |
Q6;Q15 | 0.0312 | 0.0872 | 0.0679 |
p-value | (0.7098) | (0.2967) | (0.3255) |
Q7;Q8 | -0.1075 | -0.0974 | -0.0793 |
p-value | (0.1983) | (0.2438) | (0.2381) |
Q7;Q9 | 0.0545 | 0.0502 | 0.04 |
p-value | (0.5153) | (0.5484) | (0.5474) |
Q7;Q10 | 0.024 | -0.0106 | -0.0038 |
p-value | (0.7755) | (0.9001) | (0.9544) |
Q7;Q11 | 0.1512 | 0.1634 | 0.1279 |
p-value | (0.0705) | (0.0504) | (0.0505) |
Q7;Q12 | 0.0242 | 0.0135 | 0.0122 |
p-value | (0.7726) | (0.8718) | (0.8531) |
Q7;Q13 | 0.0521 | 0.055 | 0.0474 |
p-value | (0.5337) | (0.5115) | (0.4846) |
Q7;Q14 | 0.0196 | -0.0087 | -0.0048 |
p-value | (0.8153) | (0.9173) | (0.9418) |
Q7;Q15 | 0.0171 | 0.0262 | 0.0206 |
p-value | (0.8383) | (0.7542) | (0.7613) |
Q8;Q9 | -0.1099 | -0.1208 | -0.0989 |
p-value | (0.1868) | (0.1463) | (0.1511) |
Q8;Q10 | 0.3184 | 0.3375 | 0.2858 |
p-value | (1e-04) | (0) | (0) |
Q8;Q11 | -0.1164 | -0.0772 | -0.0654 |
p-value | (0.1633) | (0.356) | (0.3346) |
Q8;Q12 | -0.2111 | -0.2205 | -0.182 |
p-value | (0.0105) | (0.0075) | (0.0075) |
Q8;Q13 | 0.2597 | 0.214 | 0.1841 |
p-value | (0.0015) | (0.0095) | (0.0089) |
Q8;Q14 | 0.15 | 0.1209 | 0.1018 |
p-value | (0.0708) | (0.1459) | (0.1333) |
Q8;Q15 | 0.208 | 0.1259 | 0.1068 |
p-value | (0.0118) | (0.13) | (0.1288) |
Q9;Q10 | -0.1799 | -0.1935 | -0.1584 |
p-value | (0.0304) | (0.0197) | (0.0204) |
Q9;Q11 | 0.2588 | 0.2398 | 0.1905 |
p-value | (0.0017) | (0.0037) | (0.0045) |
Q9;Q12 | 0.1764 | 0.154 | 0.127 |
p-value | (0.0332) | (0.0635) | (0.0591) |
Q9;Q13 | 0.153 | 0.1566 | 0.132 |
p-value | (0.0653) | (0.059) | (0.0576) |
Q9;Q14 | 0.1101 | 0.0745 | 0.062 |
p-value | (0.1859) | (0.3712) | (0.355) |
Q9;Q15 | 0.0604 | 0.0942 | 0.0791 |
p-value | (0.4691) | (0.2582) | (0.2551) |
Q10;Q11 | 0.1206 | 0.0502 | 0.0409 |
p-value | (0.1499) | (0.5501) | (0.5426) |
Q10;Q12 | -0.1273 | -0.1243 | -0.1011 |
p-value | (0.1271) | (0.1363) | (0.134) |
Q10;Q13 | 0.0988 | 0.0925 | 0.0788 |
p-value | (0.237) | (0.2687) | (0.2579) |
Q10;Q14 | 0.1013 | 0.1163 | 0.0951 |
p-value | (0.2253) | (0.1637) | (0.157) |
Q10;Q15 | 0.1363 | 0.0751 | 0.0628 |
p-value | (0.1021) | (0.3692) | (0.3672) |
Q11;Q12 | 0.1424 | 0.1338 | 0.1086 |
p-value | (0.0876) | (0.1087) | (0.1006) |
Q11;Q13 | -0.1199 | -0.0877 | -0.0743 |
p-value | (0.1508) | (0.2944) | (0.2774) |
Q11;Q14 | 0.2078 | 0.1852 | 0.152 |
p-value | (0.0121) | (0.0258) | (0.0211) |
Q11;Q15 | -0.0382 | -0.01 | -0.0103 |
p-value | (0.648) | (0.9048) | (0.8807) |
Q12;Q13 | -0.0694 | -0.1156 | -0.0997 |
p-value | (0.4053) | (0.1647) | (0.1466) |
Q12;Q14 | 0.0792 | 0.0888 | 0.0712 |
p-value | (0.3417) | (0.2865) | (0.2825) |
Q12;Q15 | -0.091 | -0.0557 | -0.0459 |
p-value | (0.2747) | (0.5044) | (0.5033) |
Q13;Q14 | 0.0518 | 0.0371 | 0.0321 |
p-value | (0.5343) | (0.6565) | (0.6393) |
Q13;Q15 | 0.2767 | 0.1926 | 0.1668 |
p-value | (7e-04) | (0.0199) | (0.0187) |
Q14;Q15 | 0.0623 | 0.0853 | 0.0743 |
p-value | (0.4552) | (0.3059) | (0.2775) |