Upload sentiment_analysis.py

sentiment_analysis.py

@@ -0,0 +1,37 @@
+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 {}