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a579618
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1 Parent(s): 69194ec

feat : add function - make data index & add daily returns

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  1. data_prep/basic_feat.py +13 -0
data_prep/basic_feat.py ADDED
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+ import pandas as pd
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+
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+
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+ def indexify_date(df: pd.DataFrame) -> pd.DataFrame:
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+ df["Date"] = pd.to_datetime(df["Date"], dayfirst=True)
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+ df = df.set_index("Date")
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+ df = df.sort_index()
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+ return df
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+
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+
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+ def add_daily_return(df: pd.DataFrame) -> pd.DataFrame:
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+ df["Daily_Return"] = df["Close"].pct_change()
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+ return df