Code
import requests
import os
from bs4 import BeautifulSoup
import pandas as pd
import time
Tony Duan
WhiskyNotes is a personal collection of impressions, written while searching for the ultimate single malt whisky. A work in progress, and a continuous exercise for the senses.
I started it in 2008 while living in Spain for a couple of years. I had discovered whisky a few years earlier but suddenly I was cut off from festivals, shops and whisky friends in my home country. A whisky blog seemed a good way of keeping in touch. It quickly gained a following, first in Belgium but now from all over the world.
Beautiful Soup is a Python library for pulling data out of HTML and XML files. It works with your favorite parser to provide idiomatic ways of navigating, searching, and modifying the parse tree. It commonly saves programmers hours or days of work.
Name: beautifulsoup4
Version: 4.13.3
Summary: Screen-scraping library
Home-page: https://www.crummy.com/software/BeautifulSoup/bs4/
Author:
Author-email: Leonard Richardson <leonardr@segfault.org>
License: MIT License
Location: /Library/Frameworks/Python.framework/Versions/3.13/lib/python3.13/site-packages
Requires: soupsieve, typing-extensions
Required-by: nbconvert
0
---
title: "Whiskynotes.be data"
author: "Tony Duan"
execute:
warning: false
error: false
format:
html:
toc: true
toc-location: right
code-fold: show
code-tools: true
number-sections: true
code-block-bg: true
code-block-border-left: "#31BAE9"
---
# whiskynotes.be data
<https://www.whiskynotes.be/>

WhiskyNotes is a personal collection of impressions, written while searching for the ultimate single malt whisky. A work in progress, and a continuous exercise for the senses.
I started it in 2008 while living in Spain for a couple of years. I had discovered whisky a few years earlier but suddenly I was cut off from festivals, shops and whisky friends in my home country. A whisky blog seemed a good way of keeping in touch. It quickly gained a following, first in Belgium but now from all over the world.
# BeautifulSoup package
{width="500"}
Beautiful Soup is a Python library for pulling data out of HTML and XML files. It works with your favorite parser to provide idiomatic ways of navigating, searching, and modifying the parse tree. It commonly saves programmers hours or days of work.
```{python}
import requests
import os
from bs4 import BeautifulSoup
import pandas as pd
import time
```
```{python}
os.system('pip show beautifulsoup4')
```
# reference: