VaultCharts

How Does Data Work in VaultCharts?

Learn how VaultCharts handles data as a local-first platform where your data lives on your device, not in the cloud. Understand dataflows, templates, and custom API integration.

Getting StartedData ManagementLocal-First ArchitectureData PrivacyDataflowsData Templates

Short Answer

VaultCharts is a local-first platform. Your data lives on your device, not in the cloud. Unlike TradingView and other cloud-based platforms, VaultCharts gives you complete control over your market data, ensuring privacy, reproducibility, and independence from third-party data providers.

Detailed Explanation

Local-First Architecture

VaultCharts operates on a fundamentally different data model than traditional charting platforms:

  • No cloud storage: All data is stored locally on your device
  • No data collection: VaultCharts never uploads your data or trading activity
  • No telemetry: Your usage patterns remain completely private
  • Full ownership: You control every aspect of your data lifecycle

This architecture means you can:

  • Work offline without internet connectivity
  • Maintain complete data privacy
  • Reproduce analyses exactly (same data, same results)
  • Use proprietary or custom data sources
  • Avoid vendor lock-in

How Data Flows Work

VaultCharts uses dataflows to fetch and manage market data. A dataflow is a configuration that defines:

  1. Data source: Where to fetch data from (API endpoint, file, etc.)
  2. Symbol format: How to request specific tickers
  3. Timeframe handling: How to aggregate or request different timeframes
  4. Authentication: API keys, headers, or other auth methods
  5. Parsing logic: How to transform raw data into OHLCV format

Data Templates

For popular providers, VaultCharts offers pre-configured templates that handle all the complexity:

  • Cryptocurrency exchanges: Binance, Kraken, Coinbase, OKX, and more
  • Stock markets: Yahoo Finance, Tiingo
  • Custom providers: Any REST API with proper configuration

Templates eliminate the need to write code or configure complex API settings. You simply select a template, enter your symbol, and VaultCharts handles the rest.

Custom Data Sources

VaultCharts supports advanced API configurations for:

  • Custom REST APIs: Any endpoint that returns OHLCV data
  • File imports: CSV or JSON files with historical data
  • Proprietary datasets: Your own research data or institutional feeds
  • Real-time streams: WebSocket connections for live data

This makes VaultCharts suitable for:

  • Quantitative research
  • Institutional trading workflows
  • Backtesting with historical datasets
  • Custom market analysis

How VaultCharts Handles Data

Data Storage

All data is stored in a local database on your device. This includes:

  • Historical OHLCV data
  • Symbol metadata
  • Dataflow configurations
  • Custom indicators and calculations

Data Refresh

You can configure automatic background refresh for your dataflows:

  • Scheduled updates: Set refresh intervals (e.g., every 5 minutes, hourly)
  • Manual refresh: Update individual tickers on demand
  • Bulk refresh: Refresh all tickers with one click

All updates run locally and never leave your device.

Data Format

VaultCharts normalizes all data to OHLCV format (Open, High, Low, Close, Volume):

  • Consistent structure across all data sources
  • Automatic timeframe conversion
  • Support for multiple timeframes per symbol
  • Efficient storage and retrieval

Common Use Cases

1. Cryptocurrency Trading

Use templates for major exchanges like Binance or Coinbase to track crypto markets with automatic updates.

2. Stock Market Analysis

Connect to Yahoo Finance or Tiingo for stock and ETF data, perfect for equity analysis.

3. Custom Research

Import proprietary datasets or connect to custom APIs for quantitative research and backtesting.

4. Multi-Source Analysis

Combine data from multiple sources in a single chart for comparative analysis.

Comparison with Other Platforms

FeatureVaultChartsTradingViewOther Platforms
Data storageLocal onlyCloudCloud
Data privacyCompleteLimitedVaries
Custom data sourcesFull supportLimitedLimited
Offline accessYesNoUsually no
Data ownershipYou own itPlatform owns itPlatform owns it

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