Upload diamonds.py

diamonds.py

@@ -114,7 +114,7 @@ class Diamond(datasets.GeneratorBasedBuilder):
         data.loc[:, "color"] = data.color.apply(lambda x: x[2])
 
         print(data.clarity.unique())
-        data.loc[:, "clarity"] = data.color.apply(lambda x: x.replace("b", "").replace("'", ""))
+        data.loc[:, "clarity"] = data.clarity.apply(lambda x: x.replace("b", "").replace("'", ""))
         print(data.clarity.unique())
         encode_clarity = partial(self.encode, "clarity")
         data.loc[:, "clarity"] = data.clarity.apply(encode_clarity)