OHLCV Data - Aggregated Candlestick Data
Access pre-aggregated Hyperliquid candlestick data with Open, High, Low, Close, Volume for all perpetuals. Multiple intervals from 1s to 1d in CSV, Parquet, and JSON formats.
Pre-aggregated candlestick data (Open, High, Low, Close, Volume) for all Hyperliquid perpetual markets, optimized for charting, technical analysis, and portfolio tracking.
What is OHLCV Data?
OHLCV data aggregates individual trades into time-based intervals, providing standardized price bars used for technical analysis and charting. Each candle summarizes all trading activity within its time window.
Available Intervals
| Interval | Description | Typical Use Case |
|---|---|---|
| 1s | 1 second | High-frequency strategy analysis |
| 1m | 1 minute | Intraday trading, scalping |
| 5m | 5 minutes | Day trading, short-term trends |
| 15m | 15 minutes | Swing trade entries |
| 1h | 1 hour | Intraday trend analysis |
| 4h | 4 hours | Swing trading, key levels |
| 1d | 1 day | Portfolio tracking, long-term trends |
Available Markets
OHLCV data covers all perpetual contracts on Hyperliquid, including:
Major Pairs
- BTC-PERP
- ETH-PERP
- SOL-PERP
- ARB-PERP
- DOGE-PERP
- AVAX-PERP
- MATIC-PERP
- LINK-PERP
- OP-PERP
- APT-PERP
Full Coverage All perpetual markets listed on Hyperliquid are available, including newly launched pairs.
Data Schema
timestamp, open, high, low, close, volume, trades_count, vwap| Field | Type | Description |
|---|---|---|
timestamp | ISO-8601 | Candle open time (UTC) |
open | decimal | First trade price in interval |
high | decimal | Highest trade price in interval |
low | decimal | Lowest trade price in interval |
close | decimal | Last trade price in interval |
volume | decimal | Total volume traded (in base currency) |
trades_count | integer | Number of trades in interval |
vwap | decimal | Volume-weighted average price |
Example Record
timestamp,open,high,low,close,volume,trades_count,vwap
2025-01-15T14:00:00Z,96543.20,96891.50,96482.10,96789.00,1247.832,8421,96672.15
2025-01-15T15:00:00Z,96789.00,97102.80,96654.30,97045.60,1532.109,9876,96912.44Available Formats
| Format | Best For | Compression |
|---|---|---|
| CSV | Quick analysis, spreadsheet import | Gzip available |
| Parquet | Large datasets, columnar queries | Native compression |
| JSON | API integration, web applications | Gzip available |
Parquet format recommended for datasets larger than 1GB due to efficient compression and columnar query performance.
Delivery Options
| Method | Status | Description |
|---|---|---|
| Bulk Download | Available | Full historical archive with daily updates |
| REST API | Coming Soon | Query by symbol, interval, date range |
Use Cases
Technical Analysis
Build charts with standard candlestick patterns, moving averages, and technical indicators. The VWAP field enables institutional-grade analysis without additional computation.
Portfolio Tracking
Track portfolio performance over time with daily OHLCV data. Calculate returns, volatility, and correlation metrics across your holdings.
ML Feature Engineering
Generate features for machine learning models including price momentum, volatility regimes, and pattern recognition inputs. Multiple timeframes enable multi-scale feature construction.
Dashboard Development
Power trading dashboards and monitoring tools with consistent, pre-aggregated data. Reduce client-side computation and database load.
Sample Data
A sample dataset is available for evaluation:
Sample Contents:
- 24 hours of 1-minute data for BTC-PERP
- All fields included
- CSV and Parquet formats
Contact support@dwellir.com to request sample data.
Related Data Products
| Need | Recommendation |
|---|---|
| Individual trade executions | Tick Data |
| Complete blockchain state | Archival Data |
| Real-time price updates | Order Book Server |
Data Quality
- Completeness: Continuous data with no gaps in trading hours
- Accuracy: Aggregated from verified tick-level trade data
- Consistency: Standardized schema across all symbols and intervals
Access
Contact the Dwellir team for OHLCV data access:
Email: support@dwellir.com
Include in your request:
- Symbols required (or "all perpetuals")
- Intervals needed
- Date range
- Preferred format (CSV, Parquet, JSON)
- Delivery preference (API access or bulk download)
Archival Data - Raw Blockchain & Trade Data
Access complete Hyperliquid raw data archives including replica_cmds blockchain state, node_trades, node_fills, and node_fills_by_block formats from January 2025.
Tick Data - Historical Trade Executions
Access every individual trade execution on Hyperliquid with millisecond precision. Cleaned tick-by-tick data derived from node_fills_by_block for backtesting and market analysis.