diff --git a/src/graph.rs b/src/graph.rs
index 914914e..709859f 100644
--- a/src/graph.rs
+++ b/src/graph.rs
@@ -207,10 +207,10 @@ impl Graph {
         }
     }
 
-    // Modulates nodes that have been deserialized and are still unprocessed.
-    //
-    // Performs checked arithmetic to the following effect:
-    // - Stats will saturate at u32::MAX (increment_detached calls)
+    /// Modulates nodes that have been deserialized and are still unprocessed.
+    ///
+    /// Performs checked arithmetic to the following effect:
+    /// - Stats will saturate at `u32::MAX` (`increment_detached` calls)
     fn modulate_nodes(&mut self) {
         let in_nodes = self.nodes.clone();
 
@@ -310,10 +310,10 @@ impl Graph {
         }
     }
 
-    // Modulates edges that have been deserialized and are still unprocessed.
-    //
-    // This function performs checked arithmetic to the following effect:
-    // - Stats will saturate at u32::MAX
+    /// Modulates edges that have been deserialized and are still unprocessed.
+    ///
+    /// Performs checked arithmetic to the following effect:
+    /// - Stats will saturate at `u32::MAX`
     fn modulate_edges(&mut self) {
         let graph = self.clone();
         let iterator = self.nodes.iter_mut();
@@ -372,10 +372,10 @@ impl Graph {
         }
     }
 
-    // Increments detached node statistics for the given node ID
-    //
-    // This function performs checked arithmetic to the following effect:
-    // - Stats will saturate at u32::MAX
+    /// Increments detached node statistics for the given node ID
+    ///
+    /// Performs checked arithmetic to the following effect:
+    /// - Stats will saturate at `u32::MAX`
     fn increment_detached(&mut self, node_id: &str) {
         self.stats
             .detached