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36 lines
1.3 KiB
36 lines
1.3 KiB
import data_preprocessing
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# Example usage:
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# combined_df = process_stepcount_files(
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# input_folders=[
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# '/content/drive/My Drive/Data/iOS',
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# '/content/drive/My Drive/Data/Watch'
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# ],
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# output_folder='/content/drive/My Drive/Data/Results',
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# files_to_skip={
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# 'StepCount06.csv', 'StepCount10.csv', 'StepCount12.csv',
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# 'StepCount13.csv', 'StepCount15.csv', 'StepCount17.csv',
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# 'StepCount18.csv', 'StepCount20.csv', 'StepCount24.csv',
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# 'StepCount27.csv', 'StepCount31.csv', 'StepCount32.csv',
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# 'StepCount42.csv', 'StepCount46.csv'
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# },
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# interval='15T', # or '1H'
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# threshold=25 # or None
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# )
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input_folders=[
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'Step_Data_Project_India/Europe/Europe',
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'Step_Data_Project_India/Rest_of_the_World'
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]
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output_folder='Step_Data_Project_India/Preprocessing_Results'
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files_to_skip={
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'StepCount06.csv', 'StepCount10.csv', 'StepCount12.csv',
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'StepCount13.csv', 'StepCount15.csv', 'StepCount17.csv',
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'StepCount18.csv', 'StepCount20.csv', 'StepCount24.csv',
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'StepCount27.csv', 'StepCount31.csv', 'StepCount32.csv',
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'StepCount42.csv', 'StepCount46.csv'
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}
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interval='15T'
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threshold=25
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combined_df = data_preprocessing.process_stepcount_files(input_folders, output_folder, files_to_skip, interval, threshold)
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