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Update app.py
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app.py
CHANGED
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@@ -38,7 +38,7 @@ def create_charts(df):
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# Create Pie Chart for Sentiment Distribution
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sentiment_counts = df['Sentiment'].value_counts()
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fig1, ax1 = plt.subplots(figsize=(8, 6))
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ax1.pie(sentiment_counts, labels=sentiment_counts.index, autopct='%1.1f%%', colors=['skyblue', 'lightcoral'])
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ax1.set_title('Distribution of Positive and Negative Reviews')
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# Create Scatter Plot for Sentiment Scores
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@@ -83,7 +83,7 @@ def analyze_reviews(file_path):
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[df['Sentiment'], df['Sentiment Score']] = zip(*results)
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# Adjust the sentiment score to be negative if the sentiment is negative
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df.loc[df['Sentiment'].lower() == 'negative' , 'Sentiment Score'] *= -1
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pie_chart, scatter_plot = create_charts(df)
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# Create Pie Chart for Sentiment Distribution
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sentiment_counts = df['Sentiment'].value_counts()
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fig1, ax1 = plt.subplots(figsize=(8, 6))
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ax1.pie(sentiment_counts, labels=sentiment_counts.index, autopct='%1.1f%%', colors=['skyblue', 'lightcoral', 'lightgreen'])
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ax1.set_title('Distribution of Positive and Negative Reviews')
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# Create Scatter Plot for Sentiment Scores
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[df['Sentiment'], df['Sentiment Score']] = zip(*results)
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# Adjust the sentiment score to be negative if the sentiment is negative
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df.loc[df['Sentiment'].str.lower() == 'negative' , 'Sentiment Score'] *= -1
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pie_chart, scatter_plot = create_charts(df)
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