Upload diamonds.py

diamonds.py

@@ -127,7 +127,7 @@ class Diamond(datasets.GeneratorBasedBuilder):
         data.loc[:, "clarity"] = data.clarity.apply(lambda x: x.replace("b", "").replace("'", ""))
         data.loc[:, "cut"] = data.cut.apply(lambda x: x.replace("b", "").replace("'", ""))
         data.loc[:, "color"] = data.color.astype(str)
-        data.loc[:, "color"] = data.color.apply(lambda x: x[2])
+        data.loc[:, "color"] = data.color.apply(lambda x: x[2]).replace("\"", "")
 
         for feature in _ENCODING_DICS:
             encoding_function = partial(self.encode, feature)