CODEWITHSUNDEEP
pythonnltkpos-tagger
Daniel Vargas
Daniel Vargas

Reputation: 1040

POS tags of rows of data set with NLTK

I am trying to create a new column that has the pos tag of the column clean_word in a data frame. This column has single words as you may see in the below picture. So no tokenization and so on needed.

enter image description here

Below is my code.

import nltk

datahitword['pos_tag'] = nltk.pos_tag(datahitword['clean_word'])
datahitword.head()

I am getting the below error, even after turning the column into a list and series to process it isolated and then add to the data frame.

TypeError: argument of type 'float' is not iterable

Is there something I am missing here?

Upvotes: 1

Views: 466

Answers (1)

Daniel Vargas
Daniel Vargas

Reputation: 1040

As @alvas recommended. Just needed to convert the words into strings

datahitword['clean_word'] = datahitword['clean_word'].astype(str)

Upvotes: 1

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