import pandas as pd
import os
import numpy as np

curdir = os.getcwd()
path_delim = '/'
df = pd.read_excel(curdir + path_delim + "data/tests_28_09_2023_11_02.xlsx", sheet_name="Sheet1")

print(df.groupby(["deviceId"]).describe())
df_stats = df.groupby(["deviceId"]).describe()

writer = pd.ExcelWriter(curdir + path_delim + "data/device_intensity3.xlsx", engine = 'openpyxl')
df_stats.to_excel(writer, sheet_name = 'op')
writer.close()