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\subsection{Site Profiles and Clustering}  Kmeans gives the best clustering, with 7 5  clusters providing a good balance between size and distribution. One group, cluster 1, consistently stands out, alone. This site is the only on of the sample that contains a slip lane, which allows right-turning vehicles to avoid the roundabout merging zone entirely. This cluster is therefore rejected  \begin{verbatim}  ---------------------------------------------------------- ----------------------------------------------------------------------  kmeans | Freq. (4)| Freq.  (5)| Freq.(6)| Freq.(7)| Freq.(8) ----------+-----------+-----------+-----------+----------- ----------+-----------+-----------+-----------+-----------+-----------  1 | 1| 1| 1| 1|  1 2 | 3| 3| 3| 3|  2 3 | 6|  22| 17| 12| 3 4 | 31|  10| 10| 4| 4 5 | -|  5| 5| 5| 5 6 | -| -|  5| 4| 4 7 | -| -| -|  12| 12 8 | -| -| -| -|  10 ---------------------------------------------------------- ----------------------------------------------------------------------  \end{verbatim}  \begin{verbatim}