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Sentiment analysis

Get sentiment for each value in a column of the dataframe

Get

This will return the dataframe with a column with values Positive, Negative or Neutral and the score depending on the sentiment of the corresponding column value.
Exemple of data in dataset:
Dialogue
Sentiment
Score
The lunch was delicious
Positive
0.5719
I had a bad day
Negative
-0.5423
naas_drivers.sentiment.get(
dataset=dataset,
column_name="Dialogue",
details= False
)

Categorize

Define if sentiment is positif, neutral or negatif
sentiment = 0.03
result = naas_drivers.sentiment.categorize(sentiment)
# result = 'neutral'