Back to ProjectsOrder Book Liquidity Analytics Platform
For Umbrella, we developed an analytics platform for evaluating buy-side cryptocurrency order book liquidity — an internal tool giving the team a single interface for current and historical analytics across exchanges, payment systems, and coins.
Client
Umbrella
Period
1 month
Format
Analytics platform
About the project
For Umbrella, we developed an analytics platform for evaluating buy-side cryptocurrency order book liquidity. The service was an internal working tool giving the team a single interface for both current and historical analytics across exchanges, payment systems, and coins. The platform collected data from multiple exchanges, processed it, and displayed analytics blocks and charts. Focus: P2P liquidity analysis across Binance, Huobi, OKX, BitGet, and ByBit for BTC, ETH, BUSD, BNB, USDT, and SHIB.
The Challenge
We needed a platform for analyzing liquidity across exchanges, payment instruments, and coins in real time and retrospectively — including the full data pipeline: automated collection, processing, storage, outdated record cleanup, and clear analytics display with configurable filters.
Our Solution
- Developed analytics platform for evaluating buy-side order book liquidity
- Implemented data collection from exchanges with automatic updates
- Built data processing, storage, and cleanup pipeline
- Developed filters by exchange, payment system, and time range
- Implemented total order book liquidity block with change dynamics
- Added payment system analytics and per-coin liquidity distribution
- Built average liquidity by rate and by order, min/max buy price blocks
- Added activity peak, order frequency, and transaction volume charts
- Assembled interface as internal analytics working tool
Results
- Analytics platform for liquidity analysis across exchanges and coins delivered in 1 month
- Team received unified interface for current and historical analytics
- Data collection and processing moved into systematic manageable format
- Key liquidity metrics available in clear analytics blocks and charts
- Project became foundation for further internal FinTech tools at Umbrella
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