Trading Dashboard

An interactive web dashboard for analyzing cryptocurrency market microstructure. Connects to a ClickHouse database to visualize trades, order book state, and volume profiles with millisecond precision.

Visualizations

Multi-panel layout with three synchronized views:

• Volume profile - cumulative volume distribution across price levels
• Price chart - candlestick line with trade markers (buys/sells) and volume bars
• Order book - bids and asks with cumulative depth curves at any point in time

Features

• Time navigation with 100ms granularity
• Configurable order book depth (0.1% to 100%)
• In-memory caching of database queries
• Order book reconstruction from snapshots and incremental updates
• CSV import for batch analysis of signals
• Multi-instance deployment (3 parallel dashboards)

Architecture

Built with Dash (Plotly) and ClickHouse as the time-series backend. Dockerized with gunicorn for production.