This analysis focuses on Health Care in Scotland. The data is [here][Pandas plotting]
Health Care in Scotland |
Correlation
Command used: ver.corr() ------------------- Total Population (SAPE 2010) \ Total Population (SAPE 2010) 1.000000 Best-fit Working Age Population 0.941950 Overall SIMD 2012 Score -0.102781 Income domain 2012 rate (%) -0.122305 Number of Income Deprived People 2012 0.193123 Employment domain 2012 rate (%) -0.139609 Number of Employment Deprived People 2012 0.218147 Health domain 2012 score -0.036241 Education, Skills and Training domain 2012 score -0.092118 Housing domain score 0.047123 Geographic Access domain 2012 score 0.051143 SIMD Crime 2012 score -0.003804 Best-fit Working Age Population \ Total Population (SAPE 2010) 0.941950 Best-fit Working Age Population 1.000000 Overall SIMD 2012 Score -0.100037 Income domain 2012 rate (%) -0.126635 Number of Income Deprived People 2012 0.166380 Employment domain 2012 rate (%) -0.141106 Number of Employment Deprived People 2012 0.233178 Health domain 2012 score -0.055597 Education, Skills and Training domain 2012 score -0.058566 Housing domain score 0.185063 Geographic Access domain 2012 score -0.011344 SIMD Crime 2012 score 0.067241 Overall SIMD 2012 Score \ Total Population (SAPE 2010) -0.102781 Best-fit Working Age Population -0.100037 Overall SIMD 2012 Score 1.000000 Income domain 2012 rate (%) 0.973571 Number of Income Deprived People 2012 0.895629 Employment domain 2012 rate (%) 0.970480 Number of Employment Deprived People 2012 0.874012 Health domain 2012 score 0.865291 Education, Skills and Training domain 2012 score 0.861677 Housing domain score 0.571961 Geographic Access domain 2012 score -0.238468 SIMD Crime 2012 score 0.517241 Income domain 2012 rate (%) \ Total Population (SAPE 2010) -0.122305 Best-fit Working Age Population -0.126635 Overall SIMD 2012 Score 0.973571 Income domain 2012 rate (%) 1.000000 Number of Income Deprived People 2012 0.914048 Employment domain 2012 rate (%) 0.959236 Number of Employment Deprived People 2012 0.851998 Health domain 2012 score 0.858341 Education, Skills and Training domain 2012 score 0.852315 Housing domain score 0.554197 Geographic Access domain 2012 score -0.327887 SIMD Crime 2012 score 0.484527 Number of Income Deprived People 2012 \ Total Population (SAPE 2010) 0.193123 Best-fit Working Age Population 0.166380 Overall SIMD 2012 Score 0.895629 Income domain 2012 rate (%) 0.914048 Number of Income Deprived People 2012 1.000000 Employment domain 2012 rate (%) 0.866996 Number of Employment Deprived People 2012 0.947121 Health domain 2012 score 0.824189 Education, Skills and Training domain 2012 score 0.791896 Housing domain score 0.560640 Geographic Access domain 2012 score -0.309877 SIMD Crime 2012 score 0.458994 Employment domain 2012 rate (%) \ Total Population (SAPE 2010) -0.139609 Best-fit Working Age Population -0.141106 Overall SIMD 2012 Score 0.970480 Income domain 2012 rate (%) 0.959236 Number of Income Deprived People 2012 0.866996 Employment domain 2012 rate (%) 1.000000 Number of Employment Deprived People 2012 0.879847 Health domain 2012 score 0.857186 Education, Skills and Training domain 2012 score 0.829838 Housing domain score 0.531358 Geographic Access domain 2012 score -0.326529 SIMD Crime 2012 score 0.500769 Number of Employment Deprived People 2012 \ Total Population (SAPE 2010) 0.218147 Best-fit Working Age Population 0.233178 Overall SIMD 2012 Score 0.874012 Income domain 2012 rate (%) 0.851998 Number of Income Deprived People 2012 0.947121 Employment domain 2012 rate (%) 0.879847 Number of Employment Deprived People 2012 1.000000 Health domain 2012 score 0.807878 Education, Skills and Training domain 2012 score 0.761194 Housing domain score 0.588176 Geographic Access domain 2012 score -0.319174 SIMD Crime 2012 score 0.506527 Health domain 2012 score \ Total Population (SAPE 2010) -0.036241 Best-fit Working Age Population -0.055597 Overall SIMD 2012 Score 0.865291 Income domain 2012 rate (%) 0.858341 Number of Income Deprived People 2012 0.824189 Employment domain 2012 rate (%) 0.857186 Number of Employment Deprived People 2012 0.807878 Health domain 2012 score 1.000000 Education, Skills and Training domain 2012 score 0.796573 Housing domain score 0.503363 Geographic Access domain 2012 score -0.353720 SIMD Crime 2012 score 0.481368 Education, Skills and Training domain 2012 score \ Total Population (SAPE 2010) -0.092118 Best-fit Working Age Population -0.058566 Overall SIMD 2012 Score 0.861677 Income domain 2012 rate (%) 0.852315 Number of Income Deprived People 2012 0.791896 Employment domain 2012 rate (%) 0.829838 Number of Employment Deprived People 2012 0.761194 Health domain 2012 score 0.796573 Education, Skills and Training domain 2012 score 1.000000 Housing domain score 0.581041 Geographic Access domain 2012 score -0.259856 SIMD Crime 2012 score 0.433483 Housing domain score \ Total Population (SAPE 2010) 0.047123 Best-fit Working Age Population 0.185063 Overall SIMD 2012 Score 0.571961 Income domain 2012 rate (%) 0.554197 Number of Income Deprived People 2012 0.560640 Employment domain 2012 rate (%) 0.531358 Number of Employment Deprived People 2012 0.588176 Health domain 2012 score 0.503363 Education, Skills and Training domain 2012 score 0.581041 Housing domain score 1.000000 Geographic Access domain 2012 score -0.298384 SIMD Crime 2012 score 0.386963 Geographic Access domain 2012 score \ Total Population (SAPE 2010) 0.051143 Best-fit Working Age Population -0.011344 Overall SIMD 2012 Score -0.238468 Income domain 2012 rate (%) -0.327887 Number of Income Deprived People 2012 -0.309877 Employment domain 2012 rate (%) -0.326529 Number of Employment Deprived People 2012 -0.319174 Health domain 2012 score -0.353720 Education, Skills and Training domain 2012 score -0.259856 Housing domain score -0.298384 Geographic Access domain 2012 score 1.000000 SIMD Crime 2012 score -0.320266 SIMD Crime 2012 score Total Population (SAPE 2010) -0.003804 Best-fit Working Age Population 0.067241 Overall SIMD 2012 Score 0.517241 Income domain 2012 rate (%) 0.484527 Number of Income Deprived People 2012 0.458994 Employment domain 2012 rate (%) 0.500769 Number of Employment Deprived People 2012 0.506527 Health domain 2012 score 0.481368 Education, Skills and Training domain 2012 score 0.433483 Housing domain score 0.386963 Geographic Access domain 2012 score -0.320266 SIMD Crime 2012 score 1.000000