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 			\noindent \small General issues:\\
 			\begin{itemize}\scriptsize
-				\item\textbf{Representativeness}: Does the number of rows of data for each group match real demographic distributions? If no, often reults in differential validity/quality of service.
+				\item\textbf{Representativeness}: Does the number of rows of data for each group match real demographic distributions? If no, often results in differential validity/quality of service.
 				\item \textbf{Distribution of outcomes}: Are favorable outcomes ($y$ values) distributed equally across demographic groups? If no, often results in misallocation of resources/disparate impact. 
 				\item \textbf{Proxies}: Do seemingly neutral features actually encode systemic bias? If yes, often results in misallocation of resources/disparate impact.   			
 			\end{itemize}