KDnuggets_polarity_1.py

def analyze_sentiment(review):
    response = openai.completions.create(
        model="text-davinci-003",  # You can choose the model version
        prompt=f"Analyze the sentiment of this review: \"{review}\". Is it positive, negative, or neutral?",
        max_tokens=60
    )

    sentiment = response.choices[0].text.strip()
    return sentiment
  
df_short["Polarity"] = df_short.apply(lambda x:analyze_sentiment(x["Text"]), axis=1)
df_short