CoinCandle: Cryptocurrency Market Analytics Platform

Getting Started

CoinCandle is a high-performance cryptocurrency analysis system that processes historical market data from Binance, stores it in PostgreSQL, and provides actionable trading insights through advanced technical indicators.

Core Capabilities:

• Real-time data ingestion from Binance API
• Smart duplicate detection with SHA-256 hashing
• Automated technical analysis (SMA, RSI, Volatility)
• PostgreSQL-optimized storage engine

Add Your Files

git clone https://gitlab.com/AnastasiaLitvinova/coincandle.git
cd coincandle

Installation & Configuration

1. Set up environment:

   python3 -m venv .venv
   source .venv/bin/activate
   pip install -r requirements.txt

2. Configure database:

   createdb crypto_metrics

3. Create .env file:

   DB_HOST=localhost
   DB_PORT=5432
   DB_NAME=crypto_metrics
   DB_USER=postgres
   DB_PASSWORD=*****

Usage Examples

Basic analysis:

./.venv/bin/python3 src/app.py --days 356 --symbol ETHUSDT --interval 1h

Sample output:

Advanced Market Analysis Report
==================================================

Volatility Analysis:
Peak Volatility: 18.50% on 2024-08-05 01:00

Technical Indicators:
Current Price: 1772.28
20-period SMA: 1765.75
Trend: Bullish (6.53 deviation)

Returns Statistics:
Average Daily Return: -0.00%
Max Daily Gain: 9.56%
Max Daily Loss: -11.74%

Volume Analysis:
Average Volume: 18827.68
Volume Trend: Up

Price vs SMA(20):
[5 days ago] Price: 1767.26 | SMA: 1761.51
[4 days ago] Price: 1776.96 | SMA: 1762.85
[3 days ago] Price: 1777.18 | SMA: 1763.95
[2 days ago] Price: 1775.19 | SMA: 1764.82
[1 days ago] Price: 1772.28 | SMA: 1765.75

Roadmap

• Binance Futures support
• Machine Learning integration
• Telegram bot notifications
• Multi-exchange aggregation

License

Distributed under MIT License. See LICENSE for more information.