from textblob import TextBlob from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer from typing import Dict, Any def analyze_sentiment_textblob(text: str) -> TextBlob: """Analyze the sentiment of the given text using TextBlob. Args: text (str): The text to analyze. Returns: TextBlob: The sentiment analysis result from TextBlob. """ try: blob = TextBlob(text) sentiment = blob.sentiment return sentiment except Exception as e: print(f"Error analyzing sentiment with TextBlob: {e}") return None def analyze_sentiment_vader(text: str) -> Dict[str, Any]: """Analyze the sentiment of the given text using VADER. Args: text (str): The text to analyze. Returns: dict: The sentiment analysis result from VADER. """ try: analyzer = SentimentIntensityAnalyzer() sentiment = analyzer.polarity_scores(text) return sentiment except Exception as e: print(f"Error analyzing sentiment with VADER: {e}") return {}