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scripts/va_explore/process_va_data.py

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"""Process VA data.
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This script processes the VA data into a unified format for forecasting.
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I don't know how VA_Sta3nName.csv was generated, but I'm guessing it was made
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from va_data/RosenfeldJhon_Past2500DaysAdmit_Start121724_Code1_6.xlsx (where
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`va_data` is a Google Drive folder shared by Roni Rosenfeld containing their
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dumps from data queries). Can always ask Ruiqi Lyu for answers.
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Author: Dmitry Shemetov
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Date: 2025-03-25
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"""
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df_ref = pd.read_csv(current_dir / "State_City_Sta3nName.csv")
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# %% This part of the code is taken directly from VA_process.ipynb
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# I don't know how VA_Sta3nName.csv is generated, but I'm guessing it was made from
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# va_data/RosenfeldJhon_Past2500DaysAdmit_Start121724_Code1_6.xlsx.
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# Can always ask Ruiqi Lyu for answers.
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state_dir = current_dir / 'Sta3nName'
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if not state_dir.exists():
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state_dir.mkdir()

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