feat: add osm data

core/utils/region_mapper.py

@@ -8,12 +8,10 @@ class RegionMapper:
 
     def __init__(self, mapping: Optional[Dict] = None):
         self.mapping = mapping or REGION_MAPPING
+        self.mapping = {k.lower(): v[1].upper() for k, v in self.mapping.items()}
 
     def map(self, series: pd.Series) -> pd.Series:
-        """Vectorized region to province mapping"""
-        return series.str.lower().map(
-            lambda r: self.mapping.get(r, ("AUTRES", "AUTRES"))[1].lower()
-        )
+        return series.str.lower().map(self.mapping).fillna("AUTRES")
 
     @staticmethod
     def get_provinces():

core/utils/text_cleaner.py

@@ -30,9 +30,8 @@ class TextCleaner:
     def clean_dataframe_text_columns(self, df: pd.DataFrame) -> pd.DataFrame:
         """Clean all text columns in a DataFrame"""
         df = df.copy()
-        text_columns = df.select_dtypes(include="object").columns
-
-        for col in text_columns:
+        columns = df.select_dtypes(include=["object", "string"]).columns
+        for col in columns:
             df[col] = self.clean_text_series(df[col])
 
         return df