import pandas as pd
import os
import numpy as np

curdir = os.getcwd()
path_delim = '/'
df1 = pd.read_excel(curdir + path_delim + "data/July_Sept4.xlsx", sheet_name="op")

df1.loc[df1['Test Result'] == 'Sickle cell Trait (HbAS)', 'Test Result'] = 'Sickle Cell Trait (HbAS)'
print(df1.groupby(['Test Result']).describe())

writer = pd.ExcelWriter(curdir + path_delim + "data/July_Sept5.xlsx", engine = 'openpyxl')
df1.to_excel(writer, sheet_name = 'op', index=False)
writer.close()