fix(docs): The readme.md should belong to raw data since the script is intended to simulate raw data that coming from accelerometer sensors instead of processed data that should be generated by simulating frequency domain data instead.

data/raw/README.md

@@ -1,8 +1,8 @@
-# Processed Data Directory
+# Raw Data Directory
 
 ## Overview
 
-This `data/processed` directory contains structured data that has been processed and formatted for analysis. Each subdirectory within `processed` represents a different level of simulated damage, and each contains multiple test files from experiments conducted under that specific damage scenario.
+This `data/raw` directory contains structured data that has been processed and formatted for analysis. Each subdirectory within `raw` represents a different level of simulated damage, and each contains multiple test files from experiments conducted under that specific damage scenario.
 
 ## Directory Structure
 

generate_dummy_data.py

@@ -13,14 +13,20 @@ processed_path = os.path.join(base_path, "processed")
 os.makedirs(raw_path, exist_ok=True)
 os.makedirs(processed_path, exist_ok=True)
 
-for damage in range(1, 6):  # 5 Damage levels
+# Define the number of zeros to pad
-    damage_folder = f"DAMAGE_{damage}"
+num_damages = 5
-    damage_path = os.path.join(processed_path, damage_folder)
+num_tests = 10
+damage_pad = len(str(num_damages))
+test_pad = len(str(num_tests))
+
+for damage in range(1, num_damages + 1):  # 5 Damage levels starts from 1
+    damage_folder = f"DAMAGE_{damage:0{damage_pad}}"
+    damage_path = os.path.join(raw_path, damage_folder)
     os.makedirs(damage_path, exist_ok=True)
 
     for test in range(1, 11):  # 10 Tests per damage level
         # Filename for the CSV
-        csv_filename = f"D{damage}_TEST{test}.csv"
+        csv_filename = f"D{damage:0{damage_pad}}_TEST{test:0{test_pad}}.csv"
         csv_path = os.path.join(damage_path, csv_filename)
 
         # Generate dummy data