From ba637f1600f5899ecaa6d39c575610dd621ea71c Mon Sep 17 00:00:00 2001 From: Pritimay Sarkar Date: Thu, 28 Sep 2023 23:29:30 +0530 Subject: [PATCH] device intensities --- scripts/device_intensity.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 scripts/device_intensity.py diff --git a/scripts/device_intensity.py b/scripts/device_intensity.py new file mode 100644 index 0000000..6bb53b3 --- /dev/null +++ b/scripts/device_intensity.py @@ -0,0 +1,14 @@ +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()