diff --git a/decoimpact/business/entities/rules/axis_filter_rule.py b/decoimpact/business/entities/rules/axis_filter_rule.py
index bddcfc42..c2bced14 100644
--- a/decoimpact/business/entities/rules/axis_filter_rule.py
+++ b/decoimpact/business/entities/rules/axis_filter_rule.py
@@ -58,13 +58,13 @@ def execute(self, value_array: _xr.DataArray, logger: ILogger) -> _xr.DataArray:
         Returns:
             float: 2D variable
         """
-        
+
         if self._axis_name not in value_array.dims:
             message = f"""Layer name is not in dim names \
                 [{value_array.dims}] layer_name [{self._axis_name}]"""
             logger.log_error(message)
             raise IndexError(message)
-        
+
         if not (
             self._layer_number >= 0
             and self._layer_number <= len(getattr(value_array, self._axis_name))
@@ -74,4 +74,4 @@ def execute(self, value_array: _xr.DataArray, logger: ILogger) -> _xr.DataArray:
             logger.log_error(message)
             raise IndexError(message)
 
-        return value_array.isel({self._axis_name: self._layer_number - 1})
\ No newline at end of file
+        return value_array.isel({self._axis_name: self._layer_number - 1})
diff --git a/decoimpact/business/workflow/model_builder.py b/decoimpact/business/workflow/model_builder.py
index 44935a7f..cecac91c 100644
--- a/decoimpact/business/workflow/model_builder.py
+++ b/decoimpact/business/workflow/model_builder.py
@@ -100,7 +100,7 @@ def _create_rule(rule_data: IRuleData) -> IRule:
                 rule_data.layer_number,
                 rule_data.output_variable,
             )
-            
+
         if isinstance(rule_data, IAxisFilterRuleData):
             return AxisFilterRule(
                 rule_data.name,
diff --git a/decoimpact/data/api/i_axis_filter_rule_data.py b/decoimpact/data/api/i_axis_filter_rule_data.py
index 1b49d202..33744026 100644
--- a/decoimpact/data/api/i_axis_filter_rule_data.py
+++ b/decoimpact/data/api/i_axis_filter_rule_data.py
@@ -30,8 +30,8 @@ def input_variable(self) -> str:
     @abstractmethod
     def layer_number(self) -> int:
         """Property for the layer number"""
-    
+
     @property
     @abstractmethod
     def axis_name(self) -> str:
-        """Property for the dim name"""
\ No newline at end of file
+        """Property for the dim name"""
diff --git a/decoimpact/data/entities/axis_filter_rule_data.py b/decoimpact/data/entities/axis_filter_rule_data.py
index 4ba0a584..43fdc40c 100644
--- a/decoimpact/data/entities/axis_filter_rule_data.py
+++ b/decoimpact/data/entities/axis_filter_rule_data.py
@@ -42,9 +42,8 @@ def input_variable(self) -> str:
     def layer_number(self) -> int:
         """Property for the layer number"""
         return self._layer_number
-    
+
     @property
     def axis_name(self) -> str:
         """Property for the dimension name"""
         return self._axis_name
-
diff --git a/decoimpact/data/parsers/parser_axis_filter_rule.py b/decoimpact/data/parsers/parser_axis_filter_rule.py
index 32b0967b..88145810 100644
--- a/decoimpact/data/parsers/parser_axis_filter_rule.py
+++ b/decoimpact/data/parsers/parser_axis_filter_rule.py
@@ -46,7 +46,7 @@ def parse_dict(self, dictionary: Dict[str, Any], logger: ILogger) -> IRuleData:
                 f"received a {type(axis_name)}: {axis_name}"
             )
             raise ValueError(message)
-            
+
         layer_number = get_dict_element("layer_number", dictionary)
         if not isinstance(layer_number, int):
             message = (
@@ -57,6 +57,6 @@ def parse_dict(self, dictionary: Dict[str, Any], logger: ILogger) -> IRuleData:
         output_variable_name = get_dict_element("output_variable", dictionary)
 
         return AxisFilterRuleData(
-            name, layer_number, axis_name, input_variable_name, 
+            name, layer_number, axis_name, input_variable_name,
             output_variable_name, description
         )