I want to automatically download via python the csv file provided in this website.
https://www.bankofengland.co.uk/boeapps/database/Bank-Rate.asp
I am trying the usual methods suggested here as well as this script:
base_url = 'https://www.bankofengland.co.uk/boeapps/database/Bank-Rate.asp#'
# 1. Download data
orig_m = (pd.read_csv(f'{base_url}.csv').dropna(how='all'))
Nothing has really worked so far. Can someone please help?
It wont be possible to download a .csv directly from this website. They seem to generate a new link to that file everytime you download it.
You could open the website via python/selenium
and then download the file. Since the data is also available on the site itself a faster solution would be to download the website with python/requests
and the parse the site with he help of python/pandas
.
Here is a basic example.
import requests
import pandas as pd
response = requests.get("https://www.bankofengland.co.uk/boeapps/database/Bank-Rate.asp#").content
df_list = pd.read_html(response)
df = df_list[0]
print(df)
df.to_csv('my data.csv')