diff --git a/rocketpy/plots/monte_carlo_plots.py b/rocketpy/plots/monte_carlo_plots.py
index d729b5ccd..5ff028387 100644
--- a/rocketpy/plots/monte_carlo_plots.py
+++ b/rocketpy/plots/monte_carlo_plots.py
@@ -28,7 +28,7 @@ def ellipses(
             The path to the image to be used as the background
         actual_landing_point : tuple, optional
             A tuple containing the actual landing point of the rocket, if known.
-            Useful when comparing the monte_carlo results with the actual landing.
+            Useful when comparing the Monte Carlo results with the actual landing.
             Must be given in tuple format, such as (x, y) in meters.
             By default None.
         perimeterSize : int, optional
@@ -109,7 +109,8 @@ def ellipses(
 
         # Add title and labels to plot
         ax.set_title(
-            "1$\\sigma$, 2$\\sigma$ and 3$\\sigma$ monte_carlo Ellipses: Apogee and Landing Points"
+            "1$\\sigma$, 2$\\sigma$ and 3$\\sigma$ "
+            + "Monte Carlo Ellipses: Apogee and Landing Points"
         )
         ax.set_ylabel("North (m)")
         ax.set_xlabel("East (m)")
@@ -146,7 +147,7 @@ def ellipses(
             plt.show()
 
     def all_results(self, keys=None):
-        """Plot the results of the monte_carlo analysis.
+        """Plot the results of the Monte Carlo analysis.
 
         Parameters
         ----------
diff --git a/rocketpy/simulation/monte_carlo.py b/rocketpy/simulation/monte_carlo.py
index 10a526016..b21bbfa8a 100644
--- a/rocketpy/simulation/monte_carlo.py
+++ b/rocketpy/simulation/monte_carlo.py
@@ -61,7 +61,7 @@ class MonteCarlo:
     prints : _MonteCarloPrints
         Object with methods to print information about the monte carlo
         simulation.
-    plot : _MonteCarloPlots
+    plots : _MonteCarloPlots
         Object with methods to plot information about the monte carlo
         simulation.
     """
diff --git a/rocketpy/stochastic/stochastic_aero_surfaces.py b/rocketpy/stochastic/stochastic_aero_surfaces.py
index 1fc633380..8b406fe6a 100644
--- a/rocketpy/stochastic/stochastic_aero_surfaces.py
+++ b/rocketpy/stochastic/stochastic_aero_surfaces.py
@@ -227,7 +227,7 @@ def create_object(self):
 
         Returns
         -------
-        trapezoidalfins : TrapezoidalFins
+        fins : TrapezoidalFins
             TrapezoidalFins object with the randomly generated input arguments.
         """
         generated_dict = next(self.dict_generator())
@@ -334,7 +334,7 @@ def create_object(self):
 
         Returns
         -------
-        ellipticalfins : EllipticalFins
+        fins : EllipticalFins
             EllipticalFins object with the randomly generated input arguments.
         """
         generated_dict = next(self.dict_generator())
@@ -388,7 +388,7 @@ def __init__(
 
         See Also
         --------
-        This should link to somewhere that explains how inputs works in
+        TODO: This should link to somewhere that explains how inputs works in
         stochastic models.
 
         Parameters
@@ -497,7 +497,7 @@ def create_object(self):
 
         Returns
         -------
-        railbuttons : RailButtons
+        rail_buttons : RailButtons
             RailButtons object with the randomly generated input arguments.
         """
         generated_dict = next(self.dict_generator())