This analysis focuses on Mental Health Profile (Scotland). [Pandas plotting]
Mental Health Profile (Scotland) |
Correlation
Command used: ver.corr() ------------------- S2 boys mean mental w/b score \ S2 boys mean mental w/b score 1.000000 S2 boys pro-social behaviour % with a borderlin... -0.690370 S2 boys emotional symptoms % with a borderline/... -0.150059 S2 boys emotional and behavioural problems % wi... -0.118327 S2 boys conduct problems % with a borderline/ab... -0.417155 S2 boys hyperactive % with a borderline/abnorma... -0.229121 S2 girls mean mental w/b score 0.636479 S2 girls pro-social behaviour % with a borderli... -0.304658 S2 girls emotional symptoms % with a borderline... -0.104739 S2 girls emotional and behavioural problems % w... -0.284875 S2 girls conduct problems % with a borderline/a... -0.500519 S2 girls hyperactive % with a borderline/abnorm... -0.512595 S4 boys mean mental w/b score 0.453099 S4 boys pro-social behaviour % with a borderlin... -0.430047 S4 boys emotional symptoms % with a borderline/... -0.039948 S4 boys emotional and behavioural problems % wi... -0.164335 S4 boys conduct problems % with a borderline/ab... -0.018671 S4 boys hyperactive % with a borderline/abnorma... -0.390403 S4 girls mean mental w/b score 0.273635 S4 girls pro-social behaviour % with a borderli... -0.384485 S4 girls emotional symptoms % with a borderline... -0.265112 S4 girls emotional and behavioural problems % w... -0.279862 S4 girls conduct problems % with a borderline/a... -0.189039 S4 girls hyperactive % with a borderline/abnorm... -0.217235 Male mean mental w/b score 0.137893 Male mean life satisfaction score -0.073568 Male alcohol dependency 0.258434 Male prevalence of problem drug use 0.075630 Male drug related mortality -0.032047 Male deaths from suicide -0.029308 Male alcohol related mortality 0.059445 Female mean mental w/b score 0.145172 Female mean life satisfaction score 0.000948 Female common mental health problems 0.097998 Female prevalence of problem drug use -0.043385 Female drug related mortality -0.085256 Female deaths from suicide -0.375416 Female alcohol related mortality -0.050248 S2 boys pro-social behaviour % with a borderline/abnormal score \ S2 boys mean mental w/b score -0.690370 S2 boys pro-social behaviour % with a borderlin... 1.000000 S2 boys emotional symptoms % with a borderline/... -0.063253 S2 boys emotional and behavioural problems % wi... 0.135711 S2 boys conduct problems % with a borderline/ab... 0.505323 S2 boys hyperactive % with a borderline/abnorma... 0.268821 S2 girls mean mental w/b score -0.437005 S2 girls pro-social behaviour % with a borderli... 0.356070 S2 girls emotional symptoms % with a borderline... 0.053494 S2 girls emotional and behavioural problems % w... 0.193863 S2 girls conduct problems % with a borderline/a... 0.498119 S2 girls hyperactive % with a borderline/abnorm... 0.498118 S4 boys mean mental w/b score -0.362487 S4 boys pro-social behaviour % with a borderlin... 0.635302 S4 boys emotional symptoms % with a borderline/... -0.002093 S4 boys emotional and behavioural problems % wi... 0.201227 S4 boys conduct problems % with a borderline/ab... 0.176710 S4 boys hyperactive % with a borderline/abnorma... 0.246919 S4 girls mean mental w/b score -0.207196 S4 girls pro-social behaviour % with a borderli... 0.451247 S4 girls emotional symptoms % with a borderline... 0.017421 S4 girls emotional and behavioural problems % w... 0.292694 S4 girls conduct problems % with a borderline/a... 0.359976 S4 girls hyperactive % with a borderline/abnorm... 0.297794 Male mean mental w/b score -0.214070 Male mean life satisfaction score -0.016215 Male alcohol dependency -0.036023 Male prevalence of problem drug use 0.026847 Male drug related mortality 0.173569 Male deaths from suicide 0.117872 Male alcohol related mortality 0.031276 Female mean mental w/b score -0.091981 Female mean life satisfaction score -0.013197 Female common mental health problems -0.196542 Female prevalence of problem drug use 0.048367 Female drug related mortality 0.080934 Female deaths from suicide 0.414088 Female alcohol related mortality 0.203786 S2 boys emotional symptoms % with a borderline/abnormal score \ S2 boys mean mental w/b score -0.150059 S2 boys pro-social behaviour % with a borderlin... -0.063253 S2 boys emotional symptoms % with a borderline/... 1.000000 S2 boys emotional and behavioural problems % wi... 0.417725 S2 boys conduct problems % with a borderline/ab... 0.391296 S2 boys hyperactive % with a borderline/abnorma... 0.258495 S2 girls mean mental w/b score -0.358447 S2 girls pro-social behaviour % with a borderli... -0.201687 S2 girls emotional symptoms % with a borderline... 0.358628 S2 girls emotional and behavioural problems % w... 0.017900 S2 girls conduct problems % with a borderline/a... 0.098516 S2 girls hyperactive % with a borderline/abnorm... -0.071531 S4 boys mean mental w/b score -0.363327 S4 boys pro-social behaviour % with a borderlin... 0.081104 S4 boys emotional symptoms % with a borderline/... 0.109980 S4 boys emotional and behavioural problems % wi... 0.278413 S4 boys conduct problems % with a borderline/ab... 0.105295 S4 boys hyperactive % with a borderline/abnorma... 0.437805 S4 girls mean mental w/b score -0.060158 S4 girls pro-social behaviour % with a borderli... 0.087578 S4 girls emotional symptoms % with a borderline... 0.077433 S4 girls emotional and behavioural problems % w... 0.130321 S4 girls conduct problems % with a borderline/a... -0.004845 S4 girls hyperactive % with a borderline/abnorm... 0.242781 Male mean mental w/b score -0.229655 Male mean life satisfaction score -0.332812 Male alcohol dependency 0.155310 Male prevalence of problem drug use 0.238095 Male drug related mortality 0.347647 Male deaths from suicide 0.121604 Male alcohol related mortality 0.313971 Female mean mental w/b score -0.201468 Female mean life satisfaction score -0.341655 Female common mental health problems 0.259721 Female prevalence of problem drug use 0.360065 Female drug related mortality 0.419058 Female deaths from suicide 0.027213 Female alcohol related mortality 0.069243 S2 boys emotional and behavioural problems % with a borderline/abnormal score \ S2 boys mean mental w/b score -0.118327 S2 boys pro-social behaviour % with a borderlin... 0.135711 S2 boys emotional symptoms % with a borderline/... 0.417725 S2 boys emotional and behavioural problems % wi... 1.000000 S2 boys conduct problems % with a borderline/ab... 0.582523 S2 boys hyperactive % with a borderline/abnorma... 0.602421 S2 girls mean mental w/b score -0.280033 S2 girls pro-social behaviour % with a borderli... 0.130138 S2 girls emotional symptoms % with a borderline... 0.479067 S2 girls emotional and behavioural problems % w... 0.383688 S2 girls conduct problems % with a borderline/a... 0.275861 S2 girls hyperactive % with a borderline/abnorm... 0.297736 S4 boys mean mental w/b score -0.307406 S4 boys pro-social behaviour % with a borderlin... 0.138801 S4 boys emotional symptoms % with a borderline/... 0.377462 S4 boys emotional and behavioural problems % wi... 0.477214 S4 boys conduct problems % with a borderline/ab... 0.434285 S4 boys hyperactive % with a borderline/abnorma... 0.459320 S4 girls mean mental w/b score -0.463043 S4 girls pro-social behaviour % with a borderli... 0.310454 S4 girls emotional symptoms % with a borderline... 0.293122 S4 girls emotional and behavioural problems % w... 0.420252 S4 girls conduct problems % with a borderline/a... 0.530827 S4 girls hyperactive % with a borderline/abnorm... 0.374634 Male mean mental w/b score 0.014593 Male mean life satisfaction score -0.115328 Male alcohol dependency 0.111897 Male prevalence of problem drug use 0.193082 Male drug related mortality 0.304635 Male deaths from suicide -0.147414 Male alcohol related mortality 0.140507 Female mean mental w/b score -0.238983 Female mean life satisfaction score -0.385879 Female common mental health problems 0.135550 Female prevalence of problem drug use 0.347769 Female drug related mortality 0.558596 Female deaths from suicide 0.146517 Female alcohol related mortality 0.134435 S2 boys conduct problems % with a borderline/abnormal score \ S2 boys mean mental w/b score -0.417155 S2 boys pro-social behaviour % with a borderlin... 0.505323 S2 boys emotional symptoms % with a borderline/... 0.391296 S2 boys emotional and behavioural problems % wi... 0.582523 S2 boys conduct problems % with a borderline/ab... 1.000000 S2 boys hyperactive % with a borderline/abnorma... 0.409305 S2 girls mean mental w/b score -0.414151 S2 girls pro-social behaviour % with a borderli... 0.042701 S2 girls emotional symptoms % with a borderline... 0.506590 S2 girls emotional and behavioural problems % w... 0.323638 S2 girls conduct problems % with a borderline/a... 0.403981 S2 girls hyperactive % with a borderline/abnorm... 0.328032 S4 boys mean mental w/b score -0.235360 S4 boys pro-social behaviour % with a borderlin... 0.259024 S4 boys emotional symptoms % with a borderline/... 0.262439 S4 boys emotional and behavioural problems % wi... 0.431014 S4 boys conduct problems % with a borderline/ab... 0.536945 S4 boys hyperactive % with a borderline/abnorma... 0.396267 S4 girls mean mental w/b score -0.329503 S4 girls pro-social behaviour % with a borderli... 0.347137 S4 girls emotional symptoms % with a borderline... 0.199388 S4 girls emotional and behavioural problems % w... 0.496651 S4 girls conduct problems % with a borderline/a... 0.336394 S4 girls hyperactive % with a borderline/abnorm... 0.216420 Male mean mental w/b score -0.347036 Male mean life satisfaction score -0.274884 Male alcohol dependency 0.117584 Male prevalence of problem drug use 0.338158 Male drug related mortality 0.436370 Male deaths from suicide 0.120313 Male alcohol related mortality 0.131451 Female mean mental w/b score -0.363016 Female mean life satisfaction score -0.272647 Female common mental health problems 0.109156 Female prevalence of problem drug use 0.412773 Female drug related mortality 0.454721 Female deaths from suicide 0.205737 Female alcohol related mortality 0.238616 S2 boys hyperactive % with a borderline/abnormal score \ S2 boys mean mental w/b score -0.229121 S2 boys pro-social behaviour % with a borderlin... 0.268821 S2 boys emotional symptoms % with a borderline/... 0.258495 S2 boys emotional and behavioural problems % wi... 0.602421 S2 boys conduct problems % with a borderline/ab... 0.409305 S2 boys hyperactive % with a borderline/abnorma... 1.000000 S2 girls mean mental w/b score -0.355608 S2 girls pro-social behaviour % with a borderli... 0.140874 S2 girls emotional symptoms % with a borderline... 0.253278 S2 girls emotional and behavioural problems % w... 0.338180 S2 girls conduct problems % with a borderline/a... 0.309193 S2 girls hyperactive % with a borderline/abnorm... 0.481318 S4 boys mean mental w/b score -0.359610 S4 boys pro-social behaviour % with a borderlin... 0.228258 S4 boys emotional symptoms % with a borderline/... 0.264559 S4 boys emotional and behavioural problems % wi... 0.358186 S4 boys conduct problems % with a borderline/ab... 0.279850 S4 boys hyperactive % with a borderline/abnorma... 0.517641 S4 girls mean mental w/b score -0.404146 S4 girls pro-social behaviour % with a borderli... 0.186937 S4 girls emotional symptoms % with a borderline... 0.083685 S4 girls emotional and behavioural problems % w... 0.127439 S4 girls conduct problems % with a borderline/a... 0.239653 S4 girls hyperactive % with a borderline/abnorm... 0.144849 Male mean mental w/b score 0.155461 Male mean life satisfaction score 0.083708 Male alcohol dependency 0.069490 Male prevalence of problem drug use 0.068176 Male drug related mortality 0.186709 Male deaths from suicide 0.016230 Male alcohol related mortality -0.040189 Female mean mental w/b score 0.028711 Female mean life satisfaction score -0.104856 Female common mental health problems -0.003048 Female prevalence of problem drug use 0.223649 Female drug related mortality 0.444403 Female deaths from suicide 0.246345 Female alcohol related mortality -0.018336 S2 girls mean mental w/b score \ S2 boys mean mental w/b score 0.636479 S2 boys pro-social behaviour % with a borderlin... -0.437005 S2 boys emotional symptoms % with a borderline/... -0.358447 S2 boys emotional and behavioural problems % wi... -0.280033 S2 boys conduct problems % with a borderline/ab... -0.414151 S2 boys hyperactive % with a borderline/abnorma... -0.355608 S2 girls mean mental w/b score 1.000000 S2 girls pro-social behaviour % with a borderli... -0.500253 S2 girls emotional symptoms % with a borderline... -0.519242 S2 girls emotional and behavioural problems % w... -0.638698 S2 girls conduct problems % with a borderline/a... -0.683766 S2 girls hyperactive % with a borderline/abnorm... -0.675278 S4 boys mean mental w/b score 0.677713 S4 boys pro-social behaviour % with a borderlin... -0.483548 S4 boys emotional symptoms % with a borderline/... -0.246730 S4 boys emotional and behavioural problems % wi... -0.429413 S4 boys conduct problems % with a borderline/ab... -0.236322 S4 boys hyperactive % with a borderline/abnorma... -0.412259 S4 girls mean mental w/b score 0.381094 S4 girls pro-social behaviour % with a borderli... -0.419572 S4 girls emotional symptoms % with a borderline... -0.404065 S4 girls emotional and behavioural problems % w... -0.356614 S4 girls conduct problems % with a borderline/a... -0.249374 S4 girls hyperactive % with a borderline/abnorm... -0.050622 Male mean mental w/b score 0.344777 Male mean life satisfaction score 0.059588 Male alcohol dependency 0.015892 Male prevalence of problem drug use -0.136066 Male drug related mortality -0.300754 Male deaths from suicide 0.064975 Male alcohol related mortality 0.056625 Female mean mental w/b score 0.358096 Female mean life satisfaction score 0.253419 Female common mental health problems -0.257912 Female prevalence of problem drug use -0.229844 Female drug related mortality -0.335008 Female deaths from suicide -0.328701 Female alcohol related mortality -0.204786 S2 girls pro-social behaviour % with a borderline/abnormal score \ S2 boys mean mental w/b score -0.304658 S2 boys pro-social behaviour % with a borderlin... 0.356070 S2 boys emotional symptoms % with a borderline/... -0.201687 S2 boys emotional and behavioural problems % wi... 0.130138 S2 boys conduct problems % with a borderline/ab... 0.042701 S2 boys hyperactive % with a borderline/abnorma... 0.140874 S2 girls mean mental w/b score -0.500253 S2 girls pro-social behaviour % with a borderli... 1.000000 S2 girls emotional symptoms % with a borderline... 0.065276 S2 girls emotional and behavioural problems % w... 0.528733 S2 girls conduct problems % with a borderline/a... 0.713368 S2 girls hyperactive % with a borderline/abnorm... 0.638093 S4 boys mean mental w/b score -0.334889 S4 boys pro-social behaviour % with a borderlin... 0.484224 S4 boys emotional symptoms % with a borderline/... 0.110296 S4 boys emotional and behavioural problems % wi... -0.029947 S4 boys conduct problems % with a borderline/ab... -0.012696 S4 boys hyperactive % with a borderline/abnorma... -0.066760 S4 girls mean mental w/b score -0.028820 S4 girls pro-social behaviour % with a borderli... 0.485641 S4 girls emotional symptoms % with a borderline... 0.238981 S4 girls emotional and behavioural problems % w... 0.122118 S4 girls conduct problems % with a borderline/a... -0.047685 S4 girls hyperactive % with a borderline/abnorm... 0.008580 Male mean mental w/b score -0.201089 Male mean life satisfaction score -0.009220 Male alcohol dependency 0.319053 Male prevalence of problem drug use 0.298667 Male drug related mortality 0.321575 Male deaths from suicide 0.043998 Male alcohol related mortality 0.104686 Female mean mental w/b score -0.385844 Female mean life satisfaction score -0.268967 Female common mental health problems 0.253336 Female prevalence of problem drug use 0.251691 Female drug related mortality 0.290241 Female deaths from suicide 0.519226 Female alcohol related mortality 0.327096 S2 girls emotional symptoms % with a borderline/abnormal score \ S2 boys mean mental w/b score -0.104739 S2 boys pro-social behaviour % with a borderlin... 0.053494 S2 boys emotional symptoms % with a borderline/... 0.358628 S2 boys emotional and behavioural problems % wi... 0.479067 S2 boys conduct problems % with a borderline/ab... 0.506590 S2 boys hyperactive % with a borderline/abnorma... 0.253278 S2 girls mean mental w/b score -0.519242 S2 girls pro-social behaviour % with a borderli... 0.065276 S2 girls emotional symptoms % with a borderline... 1.000000 S2 girls emotional and behavioural problems % w... 0.723105 S2 girls conduct problems % with a borderline/a... 0.434380 S2 girls hyperactive % with a borderline/abnorm... 0.329840 S4 boys mean mental w/b score -0.352550 S4 boys pro-social behaviour % with a borderlin... 0.039821 S4 boys emotional symptoms % with a borderline/... 0.532863 S4 boys emotional and behavioural problems % wi... 0.495722 S4 boys conduct problems % with a borderline/ab... 0.348584 S4 boys hyperactive % with a borderline/abnorma... 0.212587 S4 girls mean mental w/b score -0.344513 S4 girls pro-social behaviour % with a borderli... 0.285214 S4 girls emotional symptoms % with a borderline... 0.355935 S4 girls emotional and behavioural problems % w... 0.306797 S4 girls conduct problems % with a borderline/a... 0.383937 S4 girls hyperactive % with a borderline/abnorm... 0.174959 Male mean mental w/b score -0.340569 Male mean life satisfaction score -0.283743 Male alcohol dependency 0.134785 Male prevalence of problem drug use 0.251410 Male drug related mortality 0.318556 Male deaths from suicide -0.166421 Male alcohol related mortality 0.004015 Female mean mental w/b score -0.441346 Female mean life satisfaction score -0.327258 Female common mental health problems 0.344505 Female prevalence of problem drug use 0.250144 Female drug related mortality 0.380161 Female deaths from suicide -0.078998 Female alcohol related mortality 0.099692 S2 girls emotional and behavioural problems % with a borderline/abnormal score \ S2 boys mean mental w/b score -0.284875 S2 boys pro-social behaviour % with a borderlin... 0.193863 S2 boys emotional symptoms % with a borderline/... 0.017900 S2 boys emotional and behavioural problems % wi... 0.383688 S2 boys conduct problems % with a borderline/ab... 0.323638 S2 boys hyperactive % with a borderline/abnorma... 0.338180 S2 girls mean mental w/b score -0.638698 S2 girls pro-social behaviour % with a borderli... 0.528733 S2 girls emotional symptoms % with a borderline... 0.723105 S2 girls emotional and behavioural problems % w... 1.000000 S2 girls conduct problems % with a borderline/a... 0.724152 S2 girls hyperactive % with a borderline/abnorm... 0.765501 S4 boys mean mental w/b score -0.334948 S4 boys pro-social behaviour % with a borderlin... 0.225835 S4 boys emotional symptoms % with a borderline/... 0.508192 S4 boys emotional and behavioural problems % wi... 0.431231 S4 boys conduct problems % with a borderline/ab... 0.369495 S4 boys hyperactive % with a borderline/abnorma... 0.180516 S4 girls mean mental w/b score -0.232223 S4 girls pro-social behaviour % with a borderli... 0.410509 S4 girls emotional symptoms % with a borderline... 0.444424 S4 girls emotional and behavioural problems % w... 0.162389 S4 girls conduct problems % with a borderline/a... 0.322679 S4 girls hyperactive % with a borderline/abnorm... -0.006078 Male mean mental w/b score -0.311176 Male mean life satisfaction score -0.148066 Male alcohol dependency 0.143881 Male prevalence of problem drug use 0.215799 Male drug related mortality 0.280558 Male deaths from suicide -0.219603 Male alcohol related mortality -0.113820 Female mean mental w/b score -0.471241 Female mean life satisfaction score -0.285184 Female common mental health problems 0.341626 Female prevalence of problem drug use 0.203206 Female drug related mortality 0.348398 Female deaths from suicide 0.159280 Female alcohol related mortality 0.140291 ... \ S2 boys mean mental w/b score ... S2 boys pro-social behaviour % with a borderlin... ... S2 boys emotional symptoms % with a borderline/... ... S2 boys emotional and behavioural problems % wi... ... S2 boys conduct problems % with a borderline/ab... ... S2 boys hyperactive % with a borderline/abnorma... ... S2 girls mean mental w/b score ... S2 girls pro-social behaviour % with a borderli... ... S2 girls emotional symptoms % with a borderline... ... S2 girls emotional and behavioural problems % w... ... S2 girls conduct problems % with a borderline/a... ... S2 girls hyperactive % with a borderline/abnorm... ... S4 boys mean mental w/b score ... S4 boys pro-social behaviour % with a borderlin... ... S4 boys emotional symptoms % with a borderline/... ... S4 boys emotional and behavioural problems % wi... ... S4 boys conduct problems % with a borderline/ab... ... S4 boys hyperactive % with a borderline/abnorma... ... S4 girls mean mental w/b score ... S4 girls pro-social behaviour % with a borderli... ... S4 girls emotional symptoms % with a borderline... ... S4 girls emotional and behavioural problems % w... ... S4 girls conduct problems % with a borderline/a... ... S4 girls hyperactive % with a borderline/abnorm... ... Male mean mental w/b score ... Male mean life satisfaction score ... Male alcohol dependency ... Male prevalence of problem drug use ... Male drug related mortality ... Male deaths from suicide ... Male alcohol related mortality ... Female mean mental w/b score ... Female mean life satisfaction score ... Female common mental health problems ... Female prevalence of problem drug use ... Female drug related mortality ... Female deaths from suicide ... Female alcohol related mortality ... Male drug related mortality \ S2 boys mean mental w/b score -0.032047 S2 boys pro-social behaviour % with a borderlin... 0.173569 S2 boys emotional symptoms % with a borderline/... 0.347647 S2 boys emotional and behavioural problems % wi... 0.304635 S2 boys conduct problems % with a borderline/ab... 0.436370 S2 boys hyperactive % with a borderline/abnorma... 0.186709 S2 girls mean mental w/b score -0.300754 S2 girls pro-social behaviour % with a borderli... 0.321575 S2 girls emotional symptoms % with a borderline... 0.318556 S2 girls emotional and behavioural problems % w... 0.280558 S2 girls conduct problems % with a borderline/a... 0.454751 S2 girls hyperactive % with a borderline/abnorm... 0.220861 S4 boys mean mental w/b score -0.208843 S4 boys pro-social behaviour % with a borderlin... 0.227483 S4 boys emotional symptoms % with a borderline/... 0.271320 S4 boys emotional and behavioural problems % wi... 0.220748 S4 boys conduct problems % with a borderline/ab... 0.243626 S4 boys hyperactive % with a borderline/abnorma... 0.076872 S4 girls mean mental w/b score 0.101219 S4 girls pro-social behaviour % with a borderli... 0.185290 S4 girls emotional symptoms % with a borderline... 0.031636 S4 girls emotional and behavioural problems % w... 0.077548 S4 girls conduct problems % with a borderline/a... -0.081273 S4 girls hyperactive % with a borderline/abnorm... 0.299143 Male mean mental w/b score -0.541885 Male mean life satisfaction score -0.688929 Male alcohol dependency 0.517678 Male prevalence of problem drug use 0.866072 Male drug related mortality 1.000000 Male deaths from suicide 0.341663 Male alcohol related mortality 0.636835 Female mean mental w/b score -0.524992 Female mean life satisfaction score -0.732333 Female common mental health problems 0.629768 Female prevalence of problem drug use 0.884702 Female drug related mortality 0.814314 Female deaths from suicide 0.452319 Female alcohol related mortality 0.657037 Male deaths from suicide \ S2 boys mean mental w/b score -0.029308 S2 boys pro-social behaviour % with a borderlin... 0.117872 S2 boys emotional symptoms % with a borderline/... 0.121604 S2 boys emotional and behavioural problems % wi... -0.147414 S2 boys conduct problems % with a borderline/ab... 0.120313 S2 boys hyperactive % with a borderline/abnorma... 0.016230 S2 girls mean mental w/b score 0.064975 S2 girls pro-social behaviour % with a borderli... 0.043998 S2 girls emotional symptoms % with a borderline... -0.166421 S2 girls emotional and behavioural problems % w... -0.219603 S2 girls conduct problems % with a borderline/a... 0.009445 S2 girls hyperactive % with a borderline/abnorm... -0.120743 S4 boys mean mental w/b score 0.237121 S4 boys pro-social behaviour % with a borderlin... 0.123883 S4 boys emotional symptoms % with a borderline/... -0.249986 S4 boys emotional and behavioural problems % wi... -0.439299 S4 boys conduct problems % with a borderline/ab... -0.324311 S4 boys hyperactive % with a borderline/abnorma... -0.356903 S4 girls mean mental w/b score -0.090080 S4 girls pro-social behaviour % with a borderli... 0.265721 S4 girls emotional symptoms % with a borderline... -0.013122 S4 girls emotional and behavioural problems % w... 0.130020 S4 girls conduct problems % with a borderline/a... -0.454600 S4 girls hyperactive % with a borderline/abnorm... 0.108787 Male mean mental w/b score -0.020239 Male mean life satisfaction score -0.030417 Male alcohol dependency 0.001590 Male prevalence of problem drug use 0.359081 Male drug related mortality 0.341663 Male deaths from suicide 1.000000 Male alcohol related mortality 0.238980 Female mean mental w/b score 0.259230 Female mean life satisfaction score 0.012846 Female common mental health problems -0.114449 Female prevalence of problem drug use 0.173167 Female drug related mortality 0.043885 Female deaths from suicide 0.557345 Female alcohol related mortality -0.021364 Male alcohol related mortality \ S2 boys mean mental w/b score 0.059445 S2 boys pro-social behaviour % with a borderlin... 0.031276 S2 boys emotional symptoms % with a borderline/... 0.313971 S2 boys emotional and behavioural problems % wi... 0.140507 S2 boys conduct problems % with a borderline/ab... 0.131451 S2 boys hyperactive % with a borderline/abnorma... -0.040189 S2 girls mean mental w/b score 0.056625 S2 girls pro-social behaviour % with a borderli... 0.104686 S2 girls emotional symptoms % with a borderline... 0.004015 S2 girls emotional and behavioural problems % w... -0.113820 S2 girls conduct problems % with a borderline/a... 0.198753 S2 girls hyperactive % with a borderline/abnorm... -0.045439 S4 boys mean mental w/b score -0.028101 S4 boys pro-social behaviour % with a borderlin... -0.015244 S4 boys emotional symptoms % with a borderline/... -0.036871 S4 boys emotional and behavioural problems % wi... -0.075867 S4 boys conduct problems % with a borderline/ab... -0.017971 S4 boys hyperactive % with a borderline/abnorma... 0.071778 S4 girls mean mental w/b score 0.339499 S4 girls pro-social behaviour % with a borderli... 0.031237 S4 girls emotional symptoms % with a borderline... -0.184556 S4 girls emotional and behavioural problems % w... -0.082465 S4 girls conduct problems % with a borderline/a... -0.162065 S4 girls hyperactive % with a borderline/abnorm... 0.291094 Male mean mental w/b score -0.342528 Male mean life satisfaction score -0.675563 Male alcohol dependency 0.501124 Male prevalence of problem drug use 0.593429 Male drug related mortality 0.636835 Male deaths from suicide 0.238980 Male alcohol related mortality 1.000000 Female mean mental w/b score -0.445754 Female mean life satisfaction score -0.616536 Female common mental health problems 0.562477 Female prevalence of problem drug use 0.642295 Female drug related mortality 0.580013 Female deaths from suicide 0.426838 Female alcohol related mortality 0.729347 Female mean mental w/b score \ S2 boys mean mental w/b score 0.145172 S2 boys pro-social behaviour % with a borderlin... -0.091981 S2 boys emotional symptoms % with a borderline/... -0.201468 S2 boys emotional and behavioural problems % wi... -0.238983 S2 boys conduct problems % with a borderline/ab... -0.363016 S2 boys hyperactive % with a borderline/abnorma... 0.028711 S2 girls mean mental w/b score 0.358096 S2 girls pro-social behaviour % with a borderli... -0.385844 S2 girls emotional symptoms % with a borderline... -0.441346 S2 girls emotional and behavioural problems % w... -0.471241 S2 girls conduct problems % with a borderline/a... -0.555601 S2 girls hyperactive % with a borderline/abnorm... -0.446099 S4 boys mean mental w/b score 0.235887 S4 boys pro-social behaviour % with a borderlin... -0.266749 S4 boys emotional symptoms % with a borderline/... -0.358763 S4 boys emotional and behavioural problems % wi... -0.381011 S4 boys conduct problems % with a borderline/ab... -0.412451 S4 boys hyperactive % with a borderline/abnorma... -0.187634 S4 girls mean mental w/b score -0.119190 S4 girls pro-social behaviour % with a borderli... -0.232783 S4 girls emotional symptoms % with a borderline... -0.185398 S4 girls emotional and behavioural problems % w... -0.134240 S4 girls conduct problems % with a borderline/a... -0.149678 S4 girls hyperactive % with a borderline/abnorm... -0.133167 Male mean mental w/b score 0.576050 Male mean life satisfaction score 0.557555 Male alcohol dependency -0.460109 Male prevalence of problem drug use -0.506038 Male drug related mortality -0.524992 Male deaths from suicide 0.259230 Male alcohol related mortality -0.445754 Female mean mental w/b score 1.000000 Female mean life satisfaction score 0.720209 Female common mental health problems -0.719062 Female prevalence of problem drug use -0.554010 Female drug related mortality -0.586824 Female deaths from suicide -0.075967 Female alcohol related mortality -0.635297 Female mean life satisfaction score \ S2 boys mean mental w/b score 0.000948 S2 boys pro-social behaviour % with a borderlin... -0.013197 S2 boys emotional symptoms % with a borderline/... -0.341655 S2 boys emotional and behavioural problems % wi... -0.385879 S2 boys conduct problems % with a borderline/ab... -0.272647 S2 boys hyperactive % with a borderline/abnorma... -0.104856 S2 girls mean mental w/b score 0.253419 S2 girls pro-social behaviour % with a borderli... -0.268967 S2 girls emotional symptoms % with a borderline... -0.327258 S2 girls emotional and behavioural problems % w... -0.285184 S2 girls conduct problems % with a borderline/a... -0.403430 S2 girls hyperactive % with a borderline/abnorm... -0.211096 S4 boys mean mental w/b score 0.272228 S4 boys pro-social behaviour % with a borderlin... -0.193057 S4 boys emotional symptoms % with a borderline/... -0.377605 S4 boys emotional and behavioural problems % wi... -0.310561 S4 boys conduct problems % with a borderline/ab... -0.223354 S4 boys hyperactive % with a borderline/abnorma... -0.146949 S4 girls mean mental w/b score -0.101797 S4 girls pro-social behaviour % with a borderli... -0.221576 S4 girls emotional symptoms % with a borderline... 0.080702 S4 girls emotional and behavioural problems % w... 0.087914 S4 girls conduct problems % with a borderline/a... -0.076552 S4 girls hyperactive % with a borderline/abnorm... -0.228992 Male mean mental w/b score 0.499752 Male mean life satisfaction score 0.779730 Male alcohol dependency -0.412538 Male prevalence of problem drug use -0.677835 Male drug related mortality -0.732333 Male deaths from suicide 0.012846 Male alcohol related mortality -0.616536 Female mean mental w/b score 0.720209 Female mean life satisfaction score 1.000000 Female common mental health problems -0.760294 Female prevalence of problem drug use -0.692342 Female drug related mortality -0.670953 Female deaths from suicide -0.281352 Female alcohol related mortality -0.601765 Female common mental health problems \ S2 boys mean mental w/b score 0.097998 S2 boys pro-social behaviour % with a borderlin... -0.196542 S2 boys emotional symptoms % with a borderline/... 0.259721 S2 boys emotional and behavioural problems % wi... 0.135550 S2 boys conduct problems % with a borderline/ab... 0.109156 S2 boys hyperactive % with a borderline/abnorma... -0.003048 S2 girls mean mental w/b score -0.257912 S2 girls pro-social behaviour % with a borderli... 0.253336 S2 girls emotional symptoms % with a borderline... 0.344505 S2 girls emotional and behavioural problems % w... 0.341626 S2 girls conduct problems % with a borderline/a... 0.454857 S2 girls hyperactive % with a borderline/abnorm... 0.260867 S4 boys mean mental w/b score -0.135276 S4 boys pro-social behaviour % with a borderlin... -0.043889 S4 boys emotional symptoms % with a borderline/... 0.484148 S4 boys emotional and behavioural problems % wi... 0.379609 S4 boys conduct problems % with a borderline/ab... 0.301292 S4 boys hyperactive % with a borderline/abnorma... 0.080188 S4 girls mean mental w/b score 0.295068 S4 girls pro-social behaviour % with a borderli... 0.053319 S4 girls emotional symptoms % with a borderline... 0.140052 S4 girls emotional and behavioural problems % w... -0.142611 S4 girls conduct problems % with a borderline/a... -0.203565 S4 girls hyperactive % with a borderline/abnorm... 0.062658 Male mean mental w/b score -0.501081 Male mean life satisfaction score -0.694995 Male alcohol dependency 0.463898 Male prevalence of problem drug use 0.640678 Male drug related mortality 0.629768 Male deaths from suicide -0.114449 Male alcohol related mortality 0.562477 Female mean mental w/b score -0.719062 Female mean life satisfaction score -0.760294 Female common mental health problems 1.000000 Female prevalence of problem drug use 0.681557 Female drug related mortality 0.688865 Female deaths from suicide 0.033340 Female alcohol related mortality 0.605963 Female prevalence of problem drug use \ S2 boys mean mental w/b score -0.043385 S2 boys pro-social behaviour % with a borderlin... 0.048367 S2 boys emotional symptoms % with a borderline/... 0.360065 S2 boys emotional and behavioural problems % wi... 0.347769 S2 boys conduct problems % with a borderline/ab... 0.412773 S2 boys hyperactive % with a borderline/abnorma... 0.223649 S2 girls mean mental w/b score -0.229844 S2 girls pro-social behaviour % with a borderli... 0.251691 S2 girls emotional symptoms % with a borderline... 0.250144 S2 girls emotional and behavioural problems % w... 0.203206 S2 girls conduct problems % with a borderline/a... 0.367323 S2 girls hyperactive % with a borderline/abnorm... 0.124140 S4 boys mean mental w/b score -0.163256 S4 boys pro-social behaviour % with a borderlin... 0.107718 S4 boys emotional symptoms % with a borderline/... 0.319569 S4 boys emotional and behavioural problems % wi... 0.224824 S4 boys conduct problems % with a borderline/ab... 0.229939 S4 boys hyperactive % with a borderline/abnorma... 0.112267 S4 girls mean mental w/b score 0.082642 S4 girls pro-social behaviour % with a borderli... 0.044562 S4 girls emotional symptoms % with a borderline... 0.074654 S4 girls emotional and behavioural problems % w... 0.085856 S4 girls conduct problems % with a borderline/a... -0.073389 S4 girls hyperactive % with a borderline/abnorm... 0.281165 Male mean mental w/b score -0.369534 Male mean life satisfaction score -0.572420 Male alcohol dependency 0.584107 Male prevalence of problem drug use 0.866797 Male drug related mortality 0.884702 Male deaths from suicide 0.173167 Male alcohol related mortality 0.642295 Female mean mental w/b score -0.554010 Female mean life satisfaction score -0.692342 Female common mental health problems 0.681557 Female prevalence of problem drug use 1.000000 Female drug related mortality 0.889777 Female deaths from suicide 0.313927 Female alcohol related mortality 0.609807 Female drug related mortality \ S2 boys mean mental w/b score -0.085256 S2 boys pro-social behaviour % with a borderlin... 0.080934 S2 boys emotional symptoms % with a borderline/... 0.419058 S2 boys emotional and behavioural problems % wi... 0.558596 S2 boys conduct problems % with a borderline/ab... 0.454721 S2 boys hyperactive % with a borderline/abnorma... 0.444403 S2 girls mean mental w/b score -0.335008 S2 girls pro-social behaviour % with a borderli... 0.290241 S2 girls emotional symptoms % with a borderline... 0.380161 S2 girls emotional and behavioural problems % w... 0.348398 S2 girls conduct problems % with a borderline/a... 0.451947 S2 girls hyperactive % with a borderline/abnorm... 0.359269 S4 boys mean mental w/b score -0.305409 S4 boys pro-social behaviour % with a borderlin... 0.130057 S4 boys emotional symptoms % with a borderline/... 0.456207 S4 boys emotional and behavioural problems % wi... 0.378310 S4 boys conduct problems % with a borderline/ab... 0.376328 S4 boys hyperactive % with a borderline/abnorma... 0.230097 S4 girls mean mental w/b score -0.046442 S4 girls pro-social behaviour % with a borderli... 0.050931 S4 girls emotional symptoms % with a borderline... 0.220689 S4 girls emotional and behavioural problems % w... 0.144652 S4 girls conduct problems % with a borderline/a... 0.025629 S4 girls hyperactive % with a borderline/abnorm... 0.267174 Male mean mental w/b score -0.284082 Male mean life satisfaction score -0.477472 Male alcohol dependency 0.512317 Male prevalence of problem drug use 0.722082 Male drug related mortality 0.814314 Male deaths from suicide 0.043885 Male alcohol related mortality 0.580013 Female mean mental w/b score -0.586824 Female mean life satisfaction score -0.670953 Female common mental health problems 0.688865 Female prevalence of problem drug use 0.889777 Female drug related mortality 1.000000 Female deaths from suicide 0.287113 Female alcohol related mortality 0.583086 Female deaths from suicide \ S2 boys mean mental w/b score -0.375416 S2 boys pro-social behaviour % with a borderlin... 0.414088 S2 boys emotional symptoms % with a borderline/... 0.027213 S2 boys emotional and behavioural problems % wi... 0.146517 S2 boys conduct problems % with a borderline/ab... 0.205737 S2 boys hyperactive % with a borderline/abnorma... 0.246345 S2 girls mean mental w/b score -0.328701 S2 girls pro-social behaviour % with a borderli... 0.519226 S2 girls emotional symptoms % with a borderline... -0.078998 S2 girls emotional and behavioural problems % w... 0.159280 S2 girls conduct problems % with a borderline/a... 0.407476 S2 girls hyperactive % with a borderline/abnorm... 0.404253 S4 boys mean mental w/b score -0.305626 S4 boys pro-social behaviour % with a borderlin... 0.395894 S4 boys emotional symptoms % with a borderline/... -0.048259 S4 boys emotional and behavioural problems % wi... -0.211509 S4 boys conduct problems % with a borderline/ab... -0.120312 S4 boys hyperactive % with a borderline/abnorma... 0.124843 S4 girls mean mental w/b score -0.157855 S4 girls pro-social behaviour % with a borderli... 0.453221 S4 girls emotional symptoms % with a borderline... 0.093188 S4 girls emotional and behavioural problems % w... 0.216071 S4 girls conduct problems % with a borderline/a... -0.045769 S4 girls hyperactive % with a borderline/abnorm... 0.133934 Male mean mental w/b score -0.191979 Male mean life satisfaction score -0.132600 Male alcohol dependency 0.119345 Male prevalence of problem drug use 0.299070 Male drug related mortality 0.452319 Male deaths from suicide 0.557345 Male alcohol related mortality 0.426838 Female mean mental w/b score -0.075967 Female mean life satisfaction score -0.281352 Female common mental health problems 0.033340 Female prevalence of problem drug use 0.313927 Female drug related mortality 0.287113 Female deaths from suicide 1.000000 Female alcohol related mortality 0.411363 Female alcohol related mortality S2 boys mean mental w/b score -0.050248 S2 boys pro-social behaviour % with a borderlin... 0.203786 S2 boys emotional symptoms % with a borderline/... 0.069243 S2 boys emotional and behavioural problems % wi... 0.134435 S2 boys conduct problems % with a borderline/ab... 0.238616 S2 boys hyperactive % with a borderline/abnorma... -0.018336 S2 girls mean mental w/b score -0.204786 S2 girls pro-social behaviour % with a borderli... 0.327096 S2 girls emotional symptoms % with a borderline... 0.099692 S2 girls emotional and behavioural problems % w... 0.140291 S2 girls conduct problems % with a borderline/a... 0.475850 S2 girls hyperactive % with a borderline/abnorm... 0.287089 S4 boys mean mental w/b score -0.168933 S4 boys pro-social behaviour % with a borderlin... 0.136472 S4 boys emotional symptoms % with a borderline/... 0.138334 S4 boys emotional and behavioural problems % wi... 0.210338 S4 boys conduct problems % with a borderline/ab... 0.290736 S4 boys hyperactive % with a borderline/abnorma... 0.228431 S4 girls mean mental w/b score 0.216400 S4 girls pro-social behaviour % with a borderli... 0.110858 S4 girls emotional symptoms % with a borderline... -0.018623 S4 girls emotional and behavioural problems % w... 0.075945 S4 girls conduct problems % with a borderline/a... 0.022414 S4 girls hyperactive % with a borderline/abnorm... 0.141048 Male mean mental w/b score -0.505389 Male mean life satisfaction score -0.607584 Male alcohol dependency 0.502855 Male prevalence of problem drug use 0.485029 Male drug related mortality 0.657037 Male deaths from suicide -0.021364 Male alcohol related mortality 0.729347 Female mean mental w/b score -0.635297 Female mean life satisfaction score -0.601765 Female common mental health problems 0.605963 Female prevalence of problem drug use 0.609807 Female drug related mortality 0.583086 Female deaths from suicide 0.411363 Female alcohol related mortality 1.000000 [38 rows x 38 columns]