from nltk import pos_tag
from nltk import word_tokenize
text_data = "Gabriel loved outdoor running"
# Usando um rotulador pré-treinado
text_tagged = pos_tag(word_tokenize(text_data))
text_tagged
[('Gabriel', 'NNP'), ('loved', 'VBD'), ('outdoor', 'RP'), ('running', 'VBG')]