From 4d7da83adc541b23048f7a0fac1aa34efb783e7d Mon Sep 17 00:00:00 2001 From: Pritimay Sarkar Date: Mon, 23 Oct 2023 14:21:26 +0530 Subject: [PATCH] device based readings --- scripts/device_readings.py | 13 +++++++++++++ 1 file changed, 13 insertions(+) create mode 100644 scripts/device_readings.py diff --git a/scripts/device_readings.py b/scripts/device_readings.py new file mode 100644 index 0000000..99a2a3d --- /dev/null +++ b/scripts/device_readings.py @@ -0,0 +1,13 @@ +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()