diff --git a/compsoc/profile.py b/compsoc/profile.py
index 6d5dbfd..95dc511 100644
--- a/compsoc/profile.py
+++ b/compsoc/profile.py
@@ -60,6 +60,7 @@ def __init__(self, pairs: Set[Tuple[int, Tuple[int, ...]]], num_candidates: Opti
         self.__calc_votes_per_candidate()
         # Initialize a Path Preference Graph
         self.path_preference_graph = {candidate: {} for candidate in self.candidates}
+        self.__calc_path_preference()
 
     # ---------------------------------------------
     # Comparison routines
@@ -289,7 +290,6 @@ def __calc_paths(self, candidate1, candidate2, candidates=None):
             # End of path
             if candidate == candidate2:
                 paths.append(path)  # add to possible paths
-                path = []  # start a new path
             else:  # path isn't over
                 new_candidates = candidates - {candidate}
                 subpath = self.__calc_paths(candidate, candidate2,
@@ -298,6 +298,7 @@ def __calc_paths(self, candidate1, candidate2, candidates=None):
                 # concatenate with current path and save it
                 for weights in subpath:
                     paths.append(path + weights)
+            path = []  # start a new path
         # Return a list of possible paths between candidate1 and candidate2
         return paths