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device based readings

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Pritimay Sarkar
2023-10-23 14:21:26 +05:30
parent d68a5a0b2b
commit 4d7da83adc
1 changed files with 13 additions and 0 deletions
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scripts/device_readings.py Normal file
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import pandas as pd
import os
curdir = os.getcwd()
path_delim = '/'
df = pd.read_excel(curdir + path_delim + "data/tests_05_10_2023_16_36.xlsx", sheet_name="Sheet1")
print(df.groupby(["deviceSerialNumber"]).describe())
df_stats = df.groupby(["deviceSerialNumber"]).describe()
writer = pd.ExcelWriter(curdir + path_delim + "data/device_readings1.xlsx", engine = 'openpyxl')
df_stats.to_excel(writer, sheet_name = 'stats')
writer.close()