convert the pixel aggregation results to percent

Author: anushkaray

pixel_aggregation/convert_to_percent.py

@@ -0,0 +1,31 @@
+import csv
+import pandas as pd
+import os
+import argparse
+
+def parse_args():
+    parser = argparse.ArgumentParser(description='Convert all columsn to percent')
+    parser.add_argument('--input-path',required=True, help='Input CSV path')
+    parser.add_argument('--output-path',required=True, help='Output CSV path')
+    args = parser.parse_args()
+    return args
+
+
+
+def convert_to_percent(csv_file, output_csv):
+    new_output = {}
+    pixel_df = pd.read_csv(csv_file)
+    pixel_df.rename(columns = {'Unnamed: 0':'CensusTract'}, inplace = True)
+    pixel_df.iloc[:,1:-1] = pixel_df.iloc[:,1:-1].div(pixel_df.total, axis=0)
+    pixel_df.to_csv(output_csv)
+    
+
+    
+if __name__ == '__main__':
+    args = parse_args()
+    file_path = args.input_path
+    output = args.output_path
+    convert_to_percent(file_path, output)
+
+
+