OPEN-SOURCE SCRIPT
Cumulative Volume Delta Candles Aggregated (Lite)

Cumulative Volume Delta Candles Aggregated (Lite)
Multi-Exchange CVD Visualization in Candle Format
This indicator provides an aggregated Cumulative Volume Delta (CVD) view across multiple major perpetual futures exchanges in one chart. It is designed for traders who want a broader perspective on buying and selling pressure without switching between multiple charts or relying on a single exchange feed.
What It Does
Combines volume delta data from Binance, Bybit, OKX, Bitget, and Coinbase into a unified representation.
Displays CVD as candlesticks, where each candle reflects the open, high, low, and close of cumulative delta for the selected period.
Offers a clear visual of how buying and selling pressure evolves across markets in a structured, familiar candle format.
Key Features
✔ Exchange Aggregation: Incorporates data from several top futures markets available on TradingView.
✔ Anchor Reset: Allows you to set an anchor timeframe (e.g., daily) to reset cumulative values for better readability and analysis.
✔ Unit Normalization: Since exchanges report volumes in different units, the indicator normalizes all data and outputs values denominated in the base currency (coins) for consistency.
✔ Hidden OHLC Outputs: Provides open, high, low, and close values as hidden plots for use with other indicators or strategies.
✔ Lightweight Design: Optimized for efficiency while handling multiple real-time data requests.
Why It’s Different
Unlike standard single-exchange CVD tools, this indicator aggregates the majority of perpetual volume data available on TradingView, offering a more representative view of market sentiment. The candle-based representation of CVD introduces an additional layer of structure, helping traders identify shifts in momentum and pressure with more context than a simple cumulative line.
Use Cases
- Spotting aggregated buy/sell pressure trends across multiple exchanges.
- Confirming breakout or reversal signals with broader volume delta context.
- Serving as a custom data source for other indicators or algorithmic strategies.
Multi-Exchange CVD Visualization in Candle Format
This indicator provides an aggregated Cumulative Volume Delta (CVD) view across multiple major perpetual futures exchanges in one chart. It is designed for traders who want a broader perspective on buying and selling pressure without switching between multiple charts or relying on a single exchange feed.
What It Does
Combines volume delta data from Binance, Bybit, OKX, Bitget, and Coinbase into a unified representation.
Displays CVD as candlesticks, where each candle reflects the open, high, low, and close of cumulative delta for the selected period.
Offers a clear visual of how buying and selling pressure evolves across markets in a structured, familiar candle format.
Key Features
✔ Exchange Aggregation: Incorporates data from several top futures markets available on TradingView.
✔ Anchor Reset: Allows you to set an anchor timeframe (e.g., daily) to reset cumulative values for better readability and analysis.
✔ Unit Normalization: Since exchanges report volumes in different units, the indicator normalizes all data and outputs values denominated in the base currency (coins) for consistency.
✔ Hidden OHLC Outputs: Provides open, high, low, and close values as hidden plots for use with other indicators or strategies.
✔ Lightweight Design: Optimized for efficiency while handling multiple real-time data requests.
Why It’s Different
Unlike standard single-exchange CVD tools, this indicator aggregates the majority of perpetual volume data available on TradingView, offering a more representative view of market sentiment. The candle-based representation of CVD introduces an additional layer of structure, helping traders identify shifts in momentum and pressure with more context than a simple cumulative line.
Use Cases
- Spotting aggregated buy/sell pressure trends across multiple exchanges.
- Confirming breakout or reversal signals with broader volume delta context.
- Serving as a custom data source for other indicators or algorithmic strategies.
Open-source script
In true TradingView spirit, the creator of this script has made it open-source, so that traders can review and verify its functionality. Kudos to the author! While you can use it for free, remember that republishing the code is subject to our House Rules.
Disclaimer
The information and publications are not meant to be, and do not constitute, financial, investment, trading, or other types of advice or recommendations supplied or endorsed by TradingView. Read more in the Terms of Use.
Open-source script
In true TradingView spirit, the creator of this script has made it open-source, so that traders can review and verify its functionality. Kudos to the author! While you can use it for free, remember that republishing the code is subject to our House Rules.
Disclaimer
The information and publications are not meant to be, and do not constitute, financial, investment, trading, or other types of advice or recommendations supplied or endorsed by TradingView. Read more in the Terms of Use.