在pandas.core.series.Series中检索情感分析的循环

import pandas as pd
from textblob import TextBlob

data = pd.Series(['I love this product!', 'This movie is terrible.', 'The weather is beautiful today.'])

def sentiment_analysis(text):
    blob = TextBlob(text)
    sentiment = blob.sentiment.polarity
    if sentiment > 0:
        return 'Positive'
    elif sentiment < 0:
        return 'Negative'
    else:
        return 'Neutral'

sentiment_results = data.apply(sentiment_analysis)

print(sentiment_results)

0    Positive
1    Negative
2     Neutral
dtype: object