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()