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Web Scraping

Python Data Playbook

Learn how to tell a compelling graphical data story in a Jupyter Notebook with Seaborn having scraped information from a static web page with BeautifulSoup4 when no API is available.

Scrape data from a static web page with BeautifulSoup4 and turn it into a compelling graphical data story in a Jupyter Notebook. In this course, Web Scraping: The Python Data Playbook, you will gain the ability to scrape data and present it graphically. First, you will learn to scrape using the requests module and BeautifulSoup4. Next, you will discover how to write a trustworthy scraping module backed by a unit test. Finally, you will explore how to turn the columns of data in a graphical story that will change the opinions of your colleagues. When you're finished with this course, you will have the skills and knowledge of web scraping needed to create a graphically compelling Jupyter Notebook without the use of an API.

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What's inside

Syllabus

Course Overview

Setting Up BeautifulSoup

Understanding Your Scraped Data

Making Scraped Data Usable

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Guides on how to scrape data and display it using graphs

Teaches how to use Python libraries for web scraping (BeautifulSoup4) and data visualization (Seaborn)

Builds a strong foundation for beginners in web scraping and data visualization

For learners looking to acquire skills in scraping data from websites without an API and creating visuals to share findings

Requires learners to have a basic understanding of Python

The course is not suitable for learners with no prior programming experience

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Web Scraping: Python Data Playbook with these activities:

Read 'Web Scraping with Python' by Ryan Mitchell

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This book provides comprehensive coverage of web scraping techniques and best practices, deepening your understanding of the subject.

View Web Scraping with Python: Data Extraction from... on Amazon

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Acquire a copy of the book.
Read through the chapters and take notes.
Implement the techniques discussed in the book.

Review CSS selectors

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Reviewing CSS selectors will strengthen your foundational understanding of how to target specific elements on a web page, making it easier to scrape data effectively.

Browse courses on CSS Selectors

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Go through the CSS Selectors tutorial on W3Schools.
Practice using CSS selectors on a static web page.

Follow a BeautifulSoup4 tutorial

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Following a BeautifulSoup4 tutorial will provide you with hands-on practice in using this powerful library for scraping data from web pages.

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Find a reputable BeautifulSoup4 tutorial online.
Follow the tutorial step-by-step.
Experiment with the BeautifulSoup4 methods and functions.

Four other activities

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Discuss data scraping techniques with classmates

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Engaging in discussions with classmates will provide diverse perspectives and enhance your understanding of different data scraping techniques.

Browse courses on Web Scraping

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Find a study group or connect with classmates.
Discuss various web scraping techniques and tools.
Share your experiences and challenges.

Practice scraping data from a static web page

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Practicing data scraping on a static web page will enhance your proficiency in extracting the desired information from web pages.

Browse courses on Web Scraping

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Find a static web page with data that you want to extract.
Use BeautifulSoup4 to scrape the data from the web page.
Parse the scraped data into a usable format.

Develop a graphical data story using Seaborn

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Creating a graphical data story using Seaborn will allow you to effectively communicate the insights gained from the scraped data.

Browse courses on Data Visualization

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Choose an appropriate dataset to visualize.
Use Seaborn to create a compelling data visualization.
Craft a narrative that explains the story behind the data.

Write a blog post about your data scraping experience

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Writing a blog post about your experience will help you solidify your understanding of the concepts and share your knowledge with others.

Browse courses on Web Scraping

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Choose an aspect of web scraping or data extraction to focus on.
Write a blog post that shares your insights and experiences.
Publish your blog post on a relevant platform.

Career center

Learners who complete Web Scraping: Python Data Playbook will develop knowledge and skills that may be useful to these careers:

Data Visualization Specialist

Data visualization specialists create visual representations of data. They use data visualization techniques to communicate insights to stakeholders. This course can help build a foundation for a career in data visualization by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Data Visualization Specialist

Data Analyst

Data analysts turn raw data into insights. They are able to explain and communicate information in a way that helps businesses make better decisions. This course can help build a foundation for a career in data analysis by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Data Analyst

Data Engineer

Data engineers design, build, and maintain the infrastructure that supports data analysis and data science. They also work with data scientists to develop and implement data-driven solutions. This course can help build a foundation for a career in data engineering by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Data Engineer

Machine Learning Engineer

Machine learning engineers design, build, and maintain machine learning models. They also work with data scientists to develop and implement machine learning solutions. This course can help build a foundation for a career in machine learning engineering by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Machine Learning Engineer

Statistician

Statisticians collect, analyze, and interpret data. They use statistical methods to make inferences about the world around us. This course can help build a foundation for a career in statistics by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Statistician

Data Scientist

Data scientists use data to solve problems and make predictions. They use a variety of techniques, including machine learning, to extract insights from data. This course can help build a foundation for a career in data science by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Data Scientist

Market Researcher

Market researchers collect and analyze data about consumers and markets. They use this data to help businesses understand their customers, develop new products and services, and make better decisions. This course can help build a foundation for a career in marketing research by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Market Researcher

Business Consultant

Business consultants help businesses improve their operations and make better decisions. They use data and analysis to identify problems and develop solutions. This course can help build a foundation for a career in business consulting by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Business Consultant

Product Manager

Product managers work with engineers and designers to create and launch new products and services. They also work with marketing and sales teams to promote and sell products and services. This course can help build a foundation for a career in product management by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Product Manager

Business Analyst

Business analysts use data to make recommendations to businesses. They help businesses understand their customers, improve their operations, and make better decisions. This course can help build a foundation for a career in business analysis by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Business Analyst

Software Engineer

Software engineers design, develop, and maintain software applications. They also work on the infrastructure that supports these applications. This course can help build a foundation for a career in software engineering by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Software Engineer

Web Designer

Web designers create the look and feel of websites. They work with web developers to create websites that are both visually appealing and functional. This course can help build a foundation for a career in web design by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Web Designer

Web Developer

Web developers design and create websites. They are responsible for the look, feel, and functionality of a website. This course can help you build skills in web scraping, which can be helpful for web developers who need to extract data from a website. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Web Developer

User Experience (UX) Designer

User experience (UX) designers create products and services that are easy to use and enjoyable to interact with. They work with web developers and product managers to create user interfaces that are both visually appealing and functional. This course can help build a foundation for a career in UX design by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for User Experience (UX) Designer

Information Technology Specialist

Information technology specialists design, implement, and maintain computer systems. They also provide technical support to users. This course can help build a foundation for a career in information technology by teaching you how to scrape data from a web page and then turn it into a graphical story that will change the opinions of your colleagues. This course can be especially helpful for those who want to work in a field that uses data to make decisions.

See salaries and explore the career path for Information Technology Specialist

Reading list

We've selected 12 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Web Scraping: Python Data Playbook.

Web Scraping with Python

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Provides a comprehensive overview of web scraping with Python. It covers a wide range of topics, from the basics of HTML and CSS to more advanced topics like using regular expressions and dealing with CAPTCHAs.

Web Scraping

Python Data Playbook

What's inside

Syllabus

Good to know

Save this course

Activities

Career center

Reading list

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