Query volatility forecasts from Synthdata.co for crypto, commodities, and stocks. Compare assets and run Monte Carlo simulations.
Real data. Real impact.
Emerging
Developers
Per week
Open source
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Query and analyze volatility forecasts from Synthdata.co for crypto, commodities, and stock indices.
Set your API key:
export SYNTHDATA_API_KEY=your_key_here
# Single asset python3 scripts/synth.py BTCMultiple assets comparison
python3 scripts/synth.py BTC ETH SOL --compare
All assets overview
python3 scripts/synth.py --all
Monte Carlo simulation (24h max)
python3 scripts/synth.py BTC --simulate --hours 12
| Ticker | Name | Category |
|---|---|---|
| BTC | Bitcoin | Crypto |
| ETH | Ethereum | Crypto |
| SOL | Solana | Crypto |
| XAU | Gold | Commodity |
| SPYX | S&P 500 | Index |
| NVDAX | NVIDIA | Stock |
| GOOGLX | Stock | |
| TSLAX | Tesla | Stock |
| AAPLX | Apple | Stock |
================================================== BTC โ Bitcoin ================================================== Price: $77,966 24h Change: ๐ด -0.95% Current Vol: 58.4% ๐ [Elevated] Avg Realized: 53.3% Forecast Vol: 52.2%
| Level | Range | Emoji |
|---|---|---|
| Low | < 20% | ๐ข |
| Moderate | 20-40% | ๐ก |
| Elevated | 40-60% | ๐ |
| High | 60-80% | ๐ด |
| Extreme | > 80% | ๐ด |
python3 scripts/synth.py --all
Get a ranked table of all assets by volatility.
python3 scripts/synth.py BTC --simulate --hours 24 --paths 1000
Generate probabilistic price ranges using forecast volatility (24h max - Synthdata forecast window).
Create a cron job for daily Slack/Telegram forecasts (see examples/use-cases.md).
Monitor for assets crossing volatility thresholds and trigger notifications.
See
references/api.mdimport requestsresp = requests.get( "https://api.synthdata.co/insights/volatility", params={"asset": "BTC"}, headers={"Authorization": f"Apikey {API_KEY}"} ) data = resp.json()
Key fields:
price = data["current_price"] realized_vol = data["realized"]["average_volatility"] forecast_vol = data["forecast_future"]["average_volatility"]
No automatic installation available. Please visit the source repository for installation instructions.
View Installation Instructions
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