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Apify Blog: Data analysis

Web scraping is essential for gathering online data for data analysis. Learn about the tools you can use to extract this data and how to process it.

Data cleaning for Python

Tutorial

Python

Data analysis

Data cleaning in Python (Beginner’s guide)

Chenuli Jayasinghe

Mar 19, 2025

Google Ads competitor analysis

Marketing

Google

Data analysis

Google Ads competitor analysis (3 easy ways)

Oct 9, 2024

How to inspect elements in Chrome, Safari, Firefox, Opera, and Edge

Programming

Web

Data

How to inspect elements in Chrome, Safari, Firefox, and more

Jul 30, 2024

Coding with ChatGPT

AI

ChatGPT

Data extraction

Coding with ChatGPT

May 28, 2024

Data visualization in Pyth

Python

Data analysis

Data processing

Python data visualization

May 22, 2024

Data provenance and automated data collection with web scraping

Data processing

Data analysis

Data extraction

Data provenance: how to apply it to scraped data

Mar 25, 2024

Text scraping

Web crawling

Web scraping

Data extraction

The definitive guide to text scraping

Mar 8, 2024

How to deduplicate scraped data

Integration

Data processing

Data analysis

How to deduplicate scraped data

Aug 29, 2023

Facebook data mining with web scraping

Facebook

Web scraping

Social media

Facebook data mining with web scraping

Mar 17, 2023