Correlations for all pairs of data series (method=pearson) | ||||||
Assaults | BachDegrees | PoliceExp | Population | Density | Unemployment | |
Assaults | 1 | 0.062 | 0.387 | 0.19 | 0.024 | 0.205 |
BachDegrees | 0.062 | 1 | -0.08 | 0.878 | 0.312 | 0.038 |
PoliceExp | 0.387 | -0.08 | 1 | 0.013 | 0.13 | 0.067 |
Population | 0.19 | 0.878 | 0.013 | 1 | 0.338 | 0.229 |
Density | 0.024 | 0.312 | 0.13 | 0.338 | 1 | 0.024 |
Unemployment | 0.205 | 0.038 | 0.067 | 0.229 | 0.024 | 1 |
Correlations for all pairs of data series with p-values | |||
pair | Pearson r | Spearman rho | Kendall tau |
Assaults;BachDegrees | 0.0621 | 0.2381 | 0.1693 |
p-value | (0.6314) | (0.0624) | (0.0519) |
Assaults;PoliceExp | 0.3867 | 0.4011 | 0.2788 |
p-value | (0.0019) | (0.0012) | (0.0014) |
Assaults;Population | 0.1896 | 0.413 | 0.2888 |
p-value | (0.1399) | (8e-04) | (9e-04) |
Assaults;Density | 0.0244 | 0.1427 | 0.0942 |
p-value | (0.8504) | (0.2684) | (0.2796) |
Assaults;Unemployment | 0.2047 | 0.3252 | 0.2203 |
p-value | (0.1105) | (0.0099) | (0.0121) |
BachDegrees;PoliceExp | -0.0797 | 0.0815 | 0.0546 |
p-value | (0.5383) | (0.5289) | (0.5315) |
BachDegrees;Population | 0.8779 | 0.9087 | 0.7916 |
p-value | (0) | (0) | (0) |
BachDegrees;Density | 0.3123 | 0.7231 | 0.5759 |
p-value | (0.0135) | (0) | (0) |
BachDegrees;Unemployment | 0.0375 | 0.0775 | 0.0597 |
p-value | (0.7723) | (0.5495) | (0.496) |
PoliceExp;Population | 0.0129 | 0.1748 | 0.1171 |
p-value | (0.9205) | (0.1741) | (0.1794) |
PoliceExp;Density | 0.1297 | 0.2353 | 0.1691 |
p-value | (0.3151) | (0.0656) | (0.0526) |
PoliceExp;Unemployment | 0.0666 | 0.0574 | 0.0395 |
p-value | (0.607) | (0.6577) | (0.6528) |
Population;Density | 0.3378 | 0.6246 | 0.5029 |
p-value | (0.0072) | (0) | (0) |
Population;Unemployment | 0.2289 | 0.2045 | 0.1429 |
p-value | (0.0736) | (0.1109) | (0.1033) |
Density;Unemployment | 0.0242 | 0.1737 | 0.1226 |
p-value | (0.8518) | (0.177) | (0.1621) |