Ujeshhh commited on
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31fc41c
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1 Parent(s): 6c10dc3

Delete clean.py

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  1. clean.py +0 -18
clean.py DELETED
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- import pandas as pd
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-
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- def clean_upi_data(df):
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- df['Date'] = pd.to_datetime(df['Date'], format="%d-%m-%Y")
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- df['Category'] = df['Description'].apply(lambda x: categorize_transaction(x))
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- return df
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-
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- def categorize_transaction(description):
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- keywords = {
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- "Food": ["Zomato", "Swiggy", "Restaurant"],
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- "Shopping": ["Amazon", "Flipkart", "Myntra"],
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- "Bills": ["Electricity", "Gas", "Water"],
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- "Travel": ["Uber", "Ola", "IRCTC"],
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- }
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- for category, words in keywords.items():
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- if any(word.lower() in description.lower() for word in words):
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- return category
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- return "Other"