Tutorial: Web Scraping with Python Using Beautiful Soup

Tutorial: Web Scraping with Python Using Beautiful Soup

Web scraping allows us to extract information from web pages. In this tutorial, you'll learn how to perform web scraping with Python and BeautifulSoup.The internet is an absolutely massive source of data. Unfortunately, the vast majority if it isn’t available in conveniently organized CSV files for download and analysis. If you want to capture data from many websites, you’ll need to try web scraping.

The internet is an absolutely massive source of data. Unfortunately, the vast majority if it isn’t available in conveniently organized CSV files for download and analysis. If you want to capture data from many websites, you’ll need to try web scraping.

Don’t worry if you’re still a total beginner — in this tutorial we’re going to cover how to do web scraping with Python from scratch, starting with some answers to frequently-asked questions about web scraping.

If you’re already familiar with the concept, feel free to scroll past these and jump right into the tutorial!

What is Web Scraping in Python?

Some websites offer data sets that are downloadable in CSV format, or accessible via an Application Programming Interface (API). But many websites with useful data don’t offer these convenient options.

Consider, for example, the National Weather Service’s website. It contains up-to-date weather forecasts for every location in the US, but that weather data isn’t accessible as a CSV or via API. It has to be viewed on the NWS site.

If we wanted to analyze this data, or download it for use in some other app, we wouldn’t want to painstakingly copy-paste everything. Web scraping is a technique that lets us use programming to do the heavy lifting. We’ll write some code that looks at the NWS site, grabs just the data we want to work with, and outputs it in the format we need.

In this tutorial, we’ll show you how to perform web scraping using Python 3 and the Beautiful Soup library. We’ll be scraping weather forecasts from the National Weather Service, and then analyzing them using the Pandas library.

data science tutorials beautiful soup beautifulsoup intermediate learn python pandas python tutorial tutorials web scraping

Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

Tutorial: Python Regex (Regular Expressions) for Data Scientists

In this Python regex tutorial, learn how to use regular expressions and the pandas library to manage large data sets during data analysis.

Web Scraping using Python To Create a Dataset | Data Science | Machine Learning | Python

In this article I will show you how you can create your own dataset by Web Scraping using Python. Web Scraping means to extract a set of data from web. If you are a programmer, a Data Scientist, Engineer or anyone who works by manipulating the data, the skills of Web Scrapping will help you in your career. Suppose you are working on a project where no data is available, then how you are going to collect the data. In this situation Web Scraping skills will help you.

A Guide to Web Scraping NBA Data with Python, Jupyter, BeautifulSoup and Pandas

A Step-by-Step Guide to Web Scraping NBA Data With Python, Jupyter, BeautifulSoup and Pandas. Ball don't lie. Neither does data.

Web Scraping Basics: How to scrape data from a website in Python

We always say “Garbage in Garbage out” in data science. If you do not have a good quality and quantity of data, mostly likely you would not get much insights out of it.

Web Scraping Using Python To Create A Dataset | Data Science | Machine Learning | Python

In this article I will show you how you can create your own dataset by Web Scraping using Python. Web Scraping means to extract a set of data from web