To what extent can top income shares be thought of as a measure of overall income inequality? To answer this question one can refer to desirable properties of inequality measures (see, e.g., Cowell, 2011), the theoretical relationship between top shares and other inequality measures, or to the observed statistical associations between different inequality measures when based on actual observations.