Restructuring

old/data_preprocessing_main.py

@@ -0,0 +1,36 @@
+import data_preprocessing
+
+# Example usage:
+# combined_df = process_stepcount_files(
+#     input_folders=[
+#         '/content/drive/My Drive/Data/iOS',
+#         '/content/drive/My Drive/Data/Watch'
+#     ],
+#     output_folder='/content/drive/My Drive/Data/Results',
+#     files_to_skip={
+#         'StepCount06.csv', 'StepCount10.csv', 'StepCount12.csv',
+#         'StepCount13.csv', 'StepCount15.csv', 'StepCount17.csv',
+#         'StepCount18.csv', 'StepCount20.csv', 'StepCount24.csv',
+#         'StepCount27.csv', 'StepCount31.csv', 'StepCount32.csv',
+#         'StepCount42.csv', 'StepCount46.csv'
+#     },
+#     interval='15T',     # or '1H'
+#     threshold=25        # or None
+# )
+
+input_folders=[
+         'Step_Data_Project_India/Europe/Europe',
+         'Step_Data_Project_India/Rest_of_the_World'
+]
+output_folder='Step_Data_Project_India/Preprocessing_Results'
+files_to_skip={
+         'StepCount06.csv', 'StepCount10.csv', 'StepCount12.csv',
+         'StepCount13.csv', 'StepCount15.csv', 'StepCount17.csv',
+         'StepCount18.csv', 'StepCount20.csv', 'StepCount24.csv',
+         'StepCount27.csv', 'StepCount31.csv', 'StepCount32.csv',
+         'StepCount42.csv', 'StepCount46.csv'
+}
+interval='15T'    
+threshold=25 
+
+combined_df = data_preprocessing.process_stepcount_files(input_folders, output_folder, files_to_skip, interval, threshold)