Model/etl/customers/cottons/prep_asset_list.py
2024-11-27 10:16:06 +00:00

15 lines
523 B
Python

import pandas as pd
df = pd.read_excel(
"/Users/khalimconn-kowlessar/Documents/hestia/Customers/Cottons/Cottons Asset List.xlsx"
)
# split up the address on commas. First section is address1, last seciton is postcode
df["address1"] = df["Property Address"].apply(lambda x: x.split(",")[0].strip())
df["postcode"] = df["Property Address"].apply(lambda x: x.split(",")[-1].strip())
# Re-save
df.to_excel(
"/Users/khalimconn-kowlessar/Documents/hestia/Customers/Cottons/Cottons Asset List.xlsx",
index=False,
)