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📰 Dev.to · manja316

16 articles · Updated every 3 hours · View all reads

All Articles 169,024Blog Posts 160,820Tech Tutorials 44,880Research Papers 32,795News 21,535 ⚡ AI Lessons
How much edge is left in the final 48h of a Polymarket? I measured price convergence on 18.6M snapshots
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
How much edge is left in the final 48h of a Polymarket? I measured price convergence on 18.6M snapshots
A question I kept circling when I started treating prediction markets as a trading venue: by the time...
When Polymarket says 70%, does it happen 70% of the time? I checked against 19.4M price snapshots.
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
When Polymarket says 70%, does it happen 70% of the time? I checked against 19.4M price snapshots.
If you trade, model, or just read prediction markets, there's one question that decides whether the...
How to backtest a Polymarket strategy with free 15-minute historical data
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
How to backtest a Polymarket strategy with free 15-minute historical data
A reproducible recipe: load 18M+ Polymarket price snapshots, label resolved markets, and backtest a favorite-longshot strategy in ~40 lines of pandas. With the
I archived 17.9M Polymarket price snapshots. Three things the data shows that the order book hides.
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
I archived 17.9M Polymarket price snapshots. Three things the data shows that the order book hides.
A walk through what ~17,900 prediction markets look like in bulk — favorite-longshot bias, late convergence, and why volume != movement — using a dataset of 17.
Building a free Polymarket screener: how I turned 13,963 markets into a single scannable page
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3mo ago
Building a free Polymarket screener: how I turned 13,963 markets into a single scannable page
Polymarket has thousands of markets. Their UI is built for depth on a single market — bet slip,...
308 Labeled Polymarket Crash Trades — Free Dataset For Mean-Reversion Research
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
308 Labeled Polymarket Crash Trades — Free Dataset For Mean-Reversion Research
Released a labeled Polymarket crash-recovery dataset: 308 trades from a live bot, 80.2% profitable, 19 columns, real outcomes. Includes a Python loader and a ba
I Analyzed 8,050 Polymarket Markets — Here's What Crashes and Recovers
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
I Analyzed 8,050 Polymarket Markets — Here's What Crashes and Recovers
I built a system that tracks every Polymarket market, records price snapshots every few hours, and...
I Analyzed 7,500 Polymarket Markets — Here Is What Crashes and What Recovers
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
I Analyzed 7,500 Polymarket Markets — Here Is What Crashes and What Recovers
I have a database with 6.5 million price snapshots across 7,907 Polymarket markets. I built a feature...
The Data Pipeline Behind 6.3M Polymarket Prices: SQLite, Python, and 4-Minute Updates
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
The Data Pipeline Behind 6.3M Polymarket Prices: SQLite, Python, and 4-Minute Updates
I collect every price movement across 7,500+ Polymarket prediction markets. Every 4 minutes. That's...
I Built a Free Polymarket Analytics Dashboard — 6M+ Prices, 7,500 Markets, Updated Every 4 Minutes
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
I Built a Free Polymarket Analytics Dashboard — 6M+ Prices, 7,500 Markets, Updated Every 4 Minutes
Most Polymarket tools show you one market at a time. Price chart, yes/no, maybe a volume number....
I Analyzed 6 Million Polymarket Prices — Here's Where the Money Actually Flows
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
I Analyzed 6 Million Polymarket Prices — Here's Where the Money Actually Flows
I've been collecting Polymarket price data every 4 minutes for the past 3 weeks. 6,091,088 price...
Free SQL Formatter - Clean Up Messy Queries
Dev.to · manja316 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
Free SQL Formatter - Clean Up Messy Queries
SQL Formatter sqlformat.vercel.app Paste messy SQL, get clean formatted queries. Supports...