Ashar086 commited on
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Create analyzer.py

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  1. analyzer.py +15 -0
analyzer.py ADDED
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+ import pandas as pd
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+ import numpy as np
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+
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+ class Analyzer:
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+ def analyze_data(self, df, prompt):
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+ # This is a simple implementation. In a real-world scenario,
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+ # you might want to use more sophisticated NLP techniques.
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+ if "correlation" in prompt.lower():
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+ return df.corr().to_string()
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+ elif "summary" in prompt.lower():
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+ return df.describe().to_string()
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+ elif "unique" in prompt.lower():
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+ return {col: df[col].nunique() for col in df.columns}
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+ else:
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+ return "I'm sorry, I couldn't understand your analysis request. Please try asking about correlation, summary statistics, or unique values."