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 | 0.084 | 0.131 | 0.166 | 0.029 | 0.084 | 0.033 | -0.029 | 0.122 | 0.146 | 0.115 | 0.042 | -0.113 | -0.056 | 0.172 |
Q2 | 0.084 | 1 | 0.393 | 0.258 | 0.241 | 0.334 | 0.26 | 0.204 | 0.214 | 0.36 | 0.245 | 0.288 | 0.128 | 0.256 | 0.305 |
Q3 | 0.131 | 0.393 | 1 | 0.448 | 0.372 | 0.2 | 0.209 | 0.196 | 0.436 | 0.339 | 0.369 | 0.248 | 0.208 | 0.304 | 0.416 |
Q4 | 0.166 | 0.258 | 0.448 | 1 | 0.358 | 0.17 | 0.174 | 0.184 | 0.324 | 0.41 | 0.523 | 0.281 | 0.151 | 0.147 | 0.286 |
Q5 | 0.029 | 0.241 | 0.372 | 0.358 | 1 | 0.203 | 0.081 | 0.214 | 0.249 | 0.271 | 0.319 | 0.183 | 0.366 | 0.373 | 0.273 |
Q6 | 0.084 | 0.334 | 0.2 | 0.17 | 0.203 | 1 | 0.286 | 0.093 | 0.108 | 0.221 | 0.138 | 0.144 | 0.067 | 0.125 | 0.245 |
Q7 | 0.033 | 0.26 | 0.209 | 0.174 | 0.081 | 0.286 | 1 | 0.09 | 0.261 | 0.197 | 0.273 | 0.353 | 0.105 | 0.169 | 0.261 |
Q8 | -0.029 | 0.204 | 0.196 | 0.184 | 0.214 | 0.093 | 0.09 | 1 | 0.318 | 0.294 | 0.231 | 0.101 | 0.134 | 0.108 | 0.133 |
Q9 | 0.122 | 0.214 | 0.436 | 0.324 | 0.249 | 0.108 | 0.261 | 0.318 | 1 | 0.387 | 0.44 | 0.289 | 0.225 | 0.307 | 0.293 |
Q10 | 0.146 | 0.36 | 0.339 | 0.41 | 0.271 | 0.221 | 0.197 | 0.294 | 0.387 | 1 | 0.475 | 0.155 | 0.391 | 0.344 | 0.236 |
Q11 | 0.115 | 0.245 | 0.369 | 0.523 | 0.319 | 0.138 | 0.273 | 0.231 | 0.44 | 0.475 | 1 | 0.445 | 0.121 | 0.249 | 0.235 |
Q12 | 0.042 | 0.288 | 0.248 | 0.281 | 0.183 | 0.144 | 0.353 | 0.101 | 0.289 | 0.155 | 0.445 | 1 | 0.171 | 0.401 | 0.406 |
Q13 | -0.113 | 0.128 | 0.208 | 0.151 | 0.366 | 0.067 | 0.105 | 0.134 | 0.225 | 0.391 | 0.121 | 0.171 | 1 | 0.433 | 0.316 |
Q14 | -0.056 | 0.256 | 0.304 | 0.147 | 0.373 | 0.125 | 0.169 | 0.108 | 0.307 | 0.344 | 0.249 | 0.401 | 0.433 | 1 | 0.418 |
Q15 | 0.172 | 0.305 | 0.416 | 0.286 | 0.273 | 0.245 | 0.261 | 0.133 | 0.293 | 0.236 | 0.235 | 0.406 | 0.316 | 0.418 | 1 |
Correlations for all pairs of data series with p-values | |||
pair | Pearson r | Spearman rho | Kendall tau |
Q1;Q2 | 0.084 | 0.0901 | 0.0799 |
p-value | (0.3134) | (0.2792) | (0.2803) |
Q1;Q3 | 0.1311 | 0.1092 | 0.0981 |
p-value | (0.1148) | (0.1897) | (0.1869) |
Q1;Q4 | 0.1656 | 0.1575 | 0.1383 |
p-value | (0.0457) | (0.0576) | (0.0584) |
Q1;Q5 | 0.0291 | 0.0376 | 0.0325 |
p-value | (0.7281) | (0.6536) | (0.6586) |
Q1;Q6 | 0.0837 | 0.0876 | 0.0775 |
p-value | (0.3149) | (0.2928) | (0.2895) |
Q1;Q7 | 0.0334 | 0.0799 | 0.0698 |
p-value | (0.69) | (0.3394) | (0.3381) |
Q1;Q8 | -0.0286 | -0.0158 | -0.0143 |
p-value | (0.7316) | (0.8497) | (0.8449) |
Q1;Q9 | 0.1224 | 0.1597 | 0.1403 |
p-value | (0.1426) | (0.055) | (0.0554) |
Q1;Q10 | 0.1462 | 0.1397 | 0.1227 |
p-value | (0.0783) | (0.0926) | (0.0922) |
Q1;Q11 | 0.1154 | 0.1415 | 0.1242 |
p-value | (0.1654) | (0.0885) | (0.0883) |
Q1;Q12 | 0.0423 | 0.0601 | 0.0523 |
p-value | (0.6122) | (0.4713) | (0.4747) |
Q1;Q13 | -0.1132 | -0.0918 | -0.0821 |
p-value | (0.1736) | (0.2702) | (0.2607) |
Q1;Q14 | -0.056 | -0.0412 | -0.0361 |
p-value | (0.5034) | (0.6229) | (0.6233) |
Q1;Q15 | 0.1724 | 0.1198 | 0.1067 |
p-value | (0.0381) | (0.1513) | (0.1509) |
Q2;Q3 | 0.3932 | 0.4237 | 0.3625 |
p-value | (0) | (0) | (0) |
Q2;Q4 | 0.2582 | 0.2973 | 0.2485 |
p-value | (0.0017) | (3e-04) | (2e-04) |
Q2;Q5 | 0.2408 | 0.2469 | 0.2136 |
p-value | (0.0035) | (0.0028) | (0.0013) |
Q2;Q6 | 0.3343 | 0.3551 | 0.2952 |
p-value | (0) | (0) | (0) |
Q2;Q7 | 0.2598 | 0.2434 | 0.2003 |
p-value | (0.0016) | (0.0032) | (0.0024) |
Q2;Q8 | 0.2041 | 0.1935 | 0.1588 |
p-value | (0.0135) | (0.0193) | (0.0159) |
Q2;Q9 | 0.2135 | 0.2465 | 0.2045 |
p-value | (0.0099) | (0.0028) | (0.002) |
Q2;Q10 | 0.3598 | 0.3575 | 0.2989 |
p-value | (0) | (0) | (0) |
Q2;Q11 | 0.2445 | 0.2485 | 0.2062 |
p-value | (0.0029) | (0.0025) | (0.0017) |
Q2;Q12 | 0.2884 | 0.2725 | 0.2262 |
p-value | (4e-04) | (9e-04) | (6e-04) |
Q2;Q13 | 0.1284 | 0.1644 | 0.1323 |
p-value | (0.1226) | (0.0474) | (0.045) |
Q2;Q14 | 0.2559 | 0.233 | 0.1922 |
p-value | (0.0019) | (0.0048) | (0.0038) |
Q2;Q15 | 0.3052 | 0.3088 | 0.2597 |
p-value | (2e-04) | (2e-04) | (1e-04) |
Q3;Q4 | 0.4479 | 0.4754 | 0.4067 |
p-value | (0) | (0) | (0) |
Q3;Q5 | 0.3722 | 0.4009 | 0.3392 |
p-value | (0) | (0) | (0) |
Q3;Q6 | 0.1999 | 0.2841 | 0.2262 |
p-value | (0.0156) | (5e-04) | (7e-04) |
Q3;Q7 | 0.2088 | 0.1811 | 0.1463 |
p-value | (0.0117) | (0.0292) | (0.027) |
Q3;Q8 | 0.196 | 0.2643 | 0.2036 |
p-value | (0.0177) | (0.0013) | (0.0021) |
Q3;Q9 | 0.4363 | 0.4322 | 0.3567 |
p-value | (0) | (0) | (0) |
Q3;Q10 | 0.3394 | 0.3495 | 0.2766 |
p-value | (0) | (0) | (0) |
Q3;Q11 | 0.3691 | 0.3785 | 0.3105 |
p-value | (0) | (0) | (0) |
Q3;Q12 | 0.248 | 0.2176 | 0.1795 |
p-value | (0.0025) | (0.0083) | (0.0069) |
Q3;Q13 | 0.2079 | 0.2142 | 0.1746 |
p-value | (0.0118) | (0.0094) | (0.0084) |
Q3;Q14 | 0.3044 | 0.2924 | 0.2408 |
p-value | (2e-04) | (4e-04) | (3e-04) |
Q3;Q15 | 0.4159 | 0.434 | 0.3662 |
p-value | (0) | (0) | (0) |
Q4;Q5 | 0.3575 | 0.3819 | 0.3164 |
p-value | (0) | (0) | (0) |
Q4;Q6 | 0.1699 | 0.2181 | 0.1763 |
p-value | (0.0403) | (0.0082) | (0.0069) |
Q4;Q7 | 0.1739 | 0.1614 | 0.1264 |
p-value | (0.0364) | (0.0525) | (0.0519) |
Q4;Q8 | 0.1843 | 0.1757 | 0.1379 |
p-value | (0.0259) | (0.0339) | (0.034) |
Q4;Q9 | 0.324 | 0.3413 | 0.2806 |
p-value | (1e-04) | (0) | (0) |
Q4;Q10 | 0.4105 | 0.4128 | 0.3293 |
p-value | (0) | (0) | (0) |
Q4;Q11 | 0.5227 | 0.5152 | 0.4301 |
p-value | (0) | (0) | (0) |
Q4;Q12 | 0.281 | 0.2683 | 0.2202 |
p-value | (6e-04) | (0.0011) | (7e-04) |
Q4;Q13 | 0.1514 | 0.1744 | 0.139 |
p-value | (0.0682) | (0.0353) | (0.0328) |
Q4;Q14 | 0.1473 | 0.1669 | 0.1423 |
p-value | (0.0771) | (0.0448) | (0.0301) |
Q4;Q15 | 0.2858 | 0.2914 | 0.2395 |
p-value | (5e-04) | (4e-04) | (3e-04) |
Q5;Q6 | 0.2035 | 0.2355 | 0.1901 |
p-value | (0.0141) | (0.0043) | (0.0038) |
Q5;Q7 | 0.0806 | 0.0848 | 0.0699 |
p-value | (0.337) | (0.3122) | (0.2848) |
Q5;Q8 | 0.2139 | 0.2277 | 0.1779 |
p-value | (0.0098) | (0.0059) | (0.0065) |
Q5;Q9 | 0.2486 | 0.2626 | 0.2101 |
p-value | (0.0027) | (0.0015) | (0.0014) |
Q5;Q10 | 0.2715 | 0.2779 | 0.2221 |
p-value | (0.001) | (7e-04) | (7e-04) |
Q5;Q11 | 0.3188 | 0.3526 | 0.2844 |
p-value | (1e-04) | (0) | (0) |
Q5;Q12 | 0.1827 | 0.1657 | 0.1369 |
p-value | (0.0278) | (0.0464) | (0.0372) |
Q5;Q13 | 0.3659 | 0.3344 | 0.2713 |
p-value | (0) | (0) | (0) |
Q5;Q14 | 0.3728 | 0.352 | 0.2935 |
p-value | (0) | (0) | (0) |
Q5;Q15 | 0.273 | 0.2852 | 0.234 |
p-value | (9e-04) | (5e-04) | (4e-04) |
Q6;Q7 | 0.2858 | 0.2598 | 0.2166 |
p-value | (5e-04) | (0.0016) | (9e-04) |
Q6;Q8 | 0.093 | 0.0819 | 0.0718 |
p-value | (0.2641) | (0.3255) | (0.27) |
Q6;Q9 | 0.1081 | 0.141 | 0.1121 |
p-value | (0.1954) | (0.0906) | (0.0866) |
Q6;Q10 | 0.2214 | 0.242 | 0.2006 |
p-value | (0.0072) | (0.0032) | (0.0021) |
Q6;Q11 | 0.1377 | 0.1657 | 0.1401 |
p-value | (0.0975) | (0.0456) | (0.0313) |
Q6;Q12 | 0.1443 | 0.1217 | 0.0961 |
p-value | (0.0822) | (0.1435) | (0.1415) |
Q6;Q13 | 0.0671 | 0.1351 | 0.1021 |
p-value | (0.421) | (0.104) | (0.1175) |
Q6;Q14 | 0.1253 | 0.1507 | 0.1174 |
p-value | (0.1332) | (0.0703) | (0.0741) |
Q6;Q15 | 0.2447 | 0.2881 | 0.2312 |
p-value | (0.003) | (4e-04) | (5e-04) |
Q7;Q8 | 0.0904 | 0.075 | 0.0591 |
p-value | (0.2795) | (0.37) | (0.3619) |
Q7;Q9 | 0.2613 | 0.2616 | 0.2093 |
p-value | (0.0016) | (0.0015) | (0.0013) |
Q7;Q10 | 0.1968 | 0.1915 | 0.15 |
p-value | (0.0177) | (0.021) | (0.0207) |
Q7;Q11 | 0.2727 | 0.26 | 0.2079 |
p-value | (9e-04) | (0.0016) | (0.0013) |
Q7;Q12 | 0.353 | 0.3469 | 0.2775 |
p-value | (0) | (0) | (0) |
Q7;Q13 | 0.105 | 0.0948 | 0.072 |
p-value | (0.2086) | (0.2565) | (0.2674) |
Q7;Q14 | 0.1694 | 0.1458 | 0.114 |
p-value | (0.0424) | (0.0811) | (0.0812) |
Q7;Q15 | 0.2608 | 0.2451 | 0.1958 |
p-value | (0.0016) | (0.0031) | (0.0031) |
Q8;Q9 | 0.3177 | 0.3241 | 0.2627 |
p-value | (1e-04) | (1e-04) | (1e-04) |
Q8;Q10 | 0.2937 | 0.2713 | 0.2193 |
p-value | (3e-04) | (9e-04) | (7e-04) |
Q8;Q11 | 0.2308 | 0.2349 | 0.1887 |
p-value | (0.0051) | (0.0043) | (0.0036) |
Q8;Q12 | 0.1011 | 0.0872 | 0.0696 |
p-value | (0.2248) | (0.2951) | (0.2849) |
Q8;Q13 | 0.1343 | 0.1329 | 0.1064 |
p-value | (0.106) | (0.1098) | (0.1015) |
Q8;Q14 | 0.1077 | 0.0822 | 0.0675 |
p-value | (0.1974) | (0.3258) | (0.3024) |
Q8;Q15 | 0.1334 | 0.1252 | 0.099 |
p-value | (0.1098) | (0.1334) | (0.1345) |
Q9;Q10 | 0.387 | 0.3935 | 0.3214 |
p-value | (0) | (0) | (0) |
Q9;Q11 | 0.4404 | 0.4536 | 0.3783 |
p-value | (0) | (0) | (0) |
Q9;Q12 | 0.2893 | 0.2787 | 0.2314 |
p-value | (4e-04) | (7e-04) | (4e-04) |
Q9;Q13 | 0.2246 | 0.213 | 0.171 |
p-value | (0.0066) | (0.0101) | (0.0088) |
Q9;Q14 | 0.3074 | 0.2956 | 0.2406 |
p-value | (2e-04) | (3e-04) | (3e-04) |
Q9;Q15 | 0.2925 | 0.3111 | 0.2504 |
p-value | (4e-04) | (1e-04) | (2e-04) |
Q10;Q11 | 0.4749 | 0.4823 | 0.3958 |
p-value | (0) | (0) | (0) |
Q10;Q12 | 0.155 | 0.1389 | 0.1093 |
p-value | (0.0617) | (0.0945) | (0.0931) |
Q10;Q13 | 0.3913 | 0.4001 | 0.3273 |
p-value | (0) | (0) | (0) |
Q10;Q14 | 0.3442 | 0.3454 | 0.2745 |
p-value | (0) | (0) | (0) |
Q10;Q15 | 0.2361 | 0.2396 | 0.1941 |
p-value | (0.0043) | (0.0037) | (0.0033) |
Q11;Q12 | 0.4449 | 0.419 | 0.3561 |
p-value | (0) | (0) | (0) |
Q11;Q13 | 0.1215 | 0.1102 | 0.093 |
p-value | (0.1442) | (0.1853) | (0.1522) |
Q11;Q14 | 0.2487 | 0.2521 | 0.2072 |
p-value | (0.0026) | (0.0022) | (0.0015) |
Q11;Q15 | 0.235 | 0.2235 | 0.1767 |
p-value | (0.0044) | (0.0069) | (0.0076) |
Q12;Q13 | 0.1707 | 0.1846 | 0.1564 |
p-value | (0.0394) | (0.0257) | (0.0165) |
Q12;Q14 | 0.4009 | 0.3672 | 0.3017 |
p-value | (0) | (0) | (0) |
Q12;Q15 | 0.4057 | 0.392 | 0.3178 |
p-value | (0) | (0) | (0) |
Q13;Q14 | 0.4331 | 0.3989 | 0.3285 |
p-value | (0) | (0) | (0) |
Q13;Q15 | 0.3158 | 0.301 | 0.2518 |
p-value | (1e-04) | (2e-04) | (1e-04) |
Q14;Q15 | 0.4184 | 0.4017 | 0.3306 |
p-value | (0) | (0) | (0) |