I am trying to follow the code to extract keyphrases from a pandas column. Link to the jupyter notebook
Whenever I try to run I always get an error in the line with the regex operation.
corpus = []
dataset['word_count'] = dataset[datacol].apply(lambda x: len(str(x).split(" ")))
ds_count = len(dataset.word_count)
for i in range(0, ds_count):
# Remove punctuation
text = re.sub('[^a-zA-Z]', ' ', str(dataset[datacol][i])) # the error is here
This is the error I am getting. Does anyone know what could have possibly caused this?
---> 58 text = re.sub('[^a-zA-Z]', ' ', pr_df['Comment'][i])
File C:\Program Files\Anaconda3\Lib\site-packages\pandas\core\series.py:981, in Series.__getitem__(self, key)
978 return self._values[key]
980 elif key_is_scalar:
--> 981 return self._get_value(key)
983 if is_hashable(key):
984 # Otherwise index.get_value will raise InvalidIndexError
985 try:
986 # For labels that don't resolve as scalars like tuples and frozensets
File C:\Program Files\Anaconda3\Lib\site-packages\pandas\core\series.py:1089, in Series._get_value(self, label, takeable)
1086 return self._values[label]
1088 # Similar to Index.get_value, but we do not fall back to positional
-> 1089 loc = self.index.get_loc(label)
1090 return self.index._get_values_for_loc(self, loc, label)
File C:\Program Files\Anaconda3\Lib\site-packages\pandas\core\indexes\base.py:3804, in Index.get_loc(self, key, method, tolerance)
3802 return self._engine.get_loc(casted_key)
3803 except KeyError as err:
-> 3804 raise KeyError(key) from err
3805 except TypeError:
3806 # If we have a listlike key, _check_indexing_error will raise
3807 # InvalidIndexError. Otherwise we fall through and re-raise
3808 # the TypeError.
3809 self._check_indexing_error(key)
KeyError: 0