Best Web Dataset Providers for Python

Bright Data stands out as a premier provider of web datasets globally, featuring over 215 meticulously curated and validated datasets, encompassing more than 17 billion records from platforms such as LinkedIn, Amazon, Instagram, TikTok, Zillow, Crunchbase, Google, eBay, and many others. The datasets cover a wide array of sectors, including eCommerce, business, social media, real estate, travel, finance, and AI training. Data is updated on a monthly, quarterly, biannual, or on-demand basis. It can be delivered in formats such as JSON, CSV, or Parquet to various platforms like Snowflake, S3, GCS, Azure, or via SFTP. Pricing starts at just $0.0025 per record, with a minimum purchase of $250. Options for enriched and bundled datasets are available for those looking to save on costs. The offerings are fully compliant with GDPR regulations and are trusted by over 20,000 businesses around the globe for purposes including market intelligence, AI training, financial analysis, and competitive insights.

Zyte is a comprehensive web data platform that enables businesses to collect, process, and utilize data from the internet at scale. Its core offering is a powerful Web Scraping API that handles complex challenges like website blocking, rendering dynamic content, and extracting structured data. The platform leverages AI-driven automation to improve accuracy, reduce costs, and speed up data collection processes. Zyte also offers managed data services, allowing businesses to outsource the setup and maintenance of data pipelines to experienced professionals. With over 15 years of expertise, Zyte provides reliable and scalable solutions trusted by data-driven organizations worldwide. The platform supports diverse data types, including eCommerce product data, news articles, social media insights, and real estate listings. Built-in compliance measures ensure that data extraction aligns with legal and ethical standards. Zyte’s tools are designed to accelerate data projects, enabling faster time-to-value for businesses. It also supports AI and machine learning applications by providing large, structured datasets. Overall, Zyte simplifies web data extraction while delivering powerful, scalable, and compliant solutions.