Sylvia API Blog
Engineering guides for Reddit data collection — Python scraping tutorials, API comparisons, sentiment analysis pipelines, and production data engineering best practices.
How to Scrape Reddit Data with Python in 2026 (The .json Endpoint Is Gone — Here's What Works)
Learn how to scrape Reddit data in Python using PRAW, Async PRAW, requests, and Sylvia API. Compare rate limits, OAuth requirements, and data depth for each approach.
Reddit API Rate Limits in 2026: What the Free Tier Actually Allows (And How to Stop Hitting the Wall)
Everything you need to know about Reddit API rate limits in 2026: official limits, third-party alternatives, 429 error handling, and strategies to maximize your data collection throughput.
Pushshift Is Dead. Here's What 1,700+ Researchers Are Using Instead in 2026
Pushshift has been deprecated and is no longer reliable for Reddit historical data. Here are the best alternatives in 2026 — including Sylvia API, academic archives, and self-hosted solutions.
PRAW vs asyncpraw in 2026: Which Reddit Python Library Still Works — and When to Drop Both
Compare PRAW, Async PRAW, and Sylvia API for Reddit data in Python. Rate limits, OAuth requirements, async support, historical data, and pricing compared head-to-head.
How to Use Reddit Data for AI Training in 2026 Without Getting Blocked, Banned, or Sued
How to collect Reddit data for AI and LLM training. Ethical sourcing strategies, data quality considerations, legal frameworks, and API-based collection at scale.
How to Build a Reddit Sentiment Analysis Pipeline in Python (2026)
Step-by-step guide to building a production Reddit sentiment analysis pipeline. Data collection, NLP processing, visualization, and monitoring with Python.
Web Scraping Reddit Without Getting Blocked: Proxy Rotation, Rate Limits & Best Practices
Learn how to scrape Reddit at scale without getting rate limited or IP-banned. Proxy rotation strategies, User-Agent management, rate limit handling, and anti-detection techniques.
Reddit Now Forces Login for All Pages: What This Means for Developers
Reddit's July 2026 login wall blocks all non-logged-in access. Developers who relied on scraping or third-party APIs face a new reality.
Why Reddit's Plain HTML Mode Is Unsafe for Production — and What to Use Instead
Reddit's plain HTML mode is deprecated, fragile, and blocks scrapers. Learn why it fails in production and how Sylvia API offers a legal, reliable alternativ...
The Best GummySearch Alternatives in 2026 (Including One That's 4x Cheaper Per Request)
Reddit monitoring tools are broken. Here are the best GummySearch alternatives in 2026, including a pay-per-call API that costs $0.