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[Volume Profile] Signal Clean Up Analysis with Backtest (TSO)

Script from: TradingView

Swing

Price action

Breakout

Scalping

Trend following

Momentum

Volume

Volatility

The [Volume Profile] Signal Clean Up Analysis with Backtest (TSO) is a trading system indicator that employs a custom algorithm to generate entry signals based on Volume Profile data. It provides take profit and stop loss levels and allows for both singular and combined usage of two distinct signal sources. Signal quality is enhanced through a robust cleanup and analysis protocol, with support for various timeframes and no repaint due to confirmed close candle bar computations. The system offers deep backtesting features, customizable trading schedules, three trading systems, and multiple profit targets, alongside sophisticated stop-loss strategies that secure profits. Traders can also benefit from comprehensive signal source analysis, which includes correlation with VWAP, EMA, ATR, EWO, and divergence indicators for MACD+RSI, all equipped with advanced alert setups compatible with automated trading bots.

WIF / TetherUS (WIFUSDT)

+ [Volume Profile] Signal Clean Up Analysis with Backtest (TSO)

@ 2 h

1.85

Risk Reward

96.68 %

Total ROI

63

Total Trades

WIF / TetherUS (WIFUSDT)

+ [Volume Profile] Signal Clean Up Analysis with Backtest (TSO)

@ 4 h

1.63

Risk Reward

18.23 %

Total ROI

22

Total Trades

IMX / US Dollar (IMXUSD)

+ [Volume Profile] Signal Clean Up Analysis with Backtest (TSO)

@ 4 h

1.11

Risk Reward

8.12 %

Total ROI

46

Total Trades

FTX Token / TetherUS (FTTUSDT)

+ [Volume Profile] Signal Clean Up Analysis with Backtest (TSO)

@ 2 h

1.10

Risk Reward

32.09 %

Total ROI

236

Total Trades

Aptos (APTOUSD)

+ [Volume Profile] Signal Clean Up Analysis with Backtest (TSO)

@ 2 h

1.08

Risk Reward

6.40 %

Total ROI

55

Total Trades

Rent the Runway, Inc. (RENT)

+ [Volume Profile] Signal Clean Up Analysis with Backtest (TSO)

@ 4 h

2.15

Risk Reward

231.67 %

Total ROI

27

Total Trades

Dow Jones 30 (US30)

+ [Volume Profile] Signal Clean Up Analysis with Backtest (TSO)

@ 4 h

2.07

Risk Reward

28.44 %

Total ROI

53

Total Trades

Norwegian Cruise Line Holdings Ltd. (NCLH)

+ [Volume Profile] Signal Clean Up Analysis with Backtest (TSO)

@ Daily

1.71

Risk Reward

72.50 %

Total ROI

46

Total Trades

DocuSign, Inc. (DOCU)

+ [Volume Profile] Signal Clean Up Analysis with Backtest (TSO)

@ 15 min

1.54

Risk Reward

236.85 %

Total ROI

667

Total Trades

Nu Holdings Ltd. (NU)

+ [Volume Profile] Signal Clean Up Analysis with Backtest (TSO)

@ 4 h

1.50

Risk Reward

53.22 %

Total ROI

18

Total Trades

SciSparc Ltd. (SPRC)

+ [Volume Profile] Signal Clean Up Analysis with Backtest (TSO)

@ 30 min

1.36

Risk Reward

383.90 %

Total ROI

178

Total Trades
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Guide

How does the [Volume Profile] Signal Clean Up Analysis with Backtest (TSO) strategy work ?

The [Volume Profile] Signal Clean Up Analysis with Backtest (TSO) strategy is a comprehensive trading system indicator that leverages Volume Profile for signal generation. It incorporates two distinct sources for trade signals, which utilize Volume Profile levels to determine optimal trade entries. Traders can choose to use these sources individually or in tandem, alongside an array of signal filters and analysis tools.

Signal execution is strictly based on confirmed closed candle bars, preventing any repainting of signals. The strategy offers:

  • Configurable backtesting within a selected date range for detailed trading performance via TradingView's deep backtesting.
  • A trading schedule that allows customization of daily trading hours, including automatic trade closure or alerts contingent on market timeframes.
  • Three distinct trading systems to manage how trades are executed and closed.
  • Flexibility in implementing static or dynamic stop-loss strategies, with dynamic SL adjusting after the first take profit is reached, thus mitigating risk.
  • The choice to set single or multiple take-profit targets, and the ability to offset these targets from common expected levels.
  • Fine-tuning of signals through candle bar analysis and additional filtering using indicators like VWAP, EMA, ATR, EWO, and divergence MACD+RSI.
  • Advanced alert configurations for potential automation through TradingView webhook integration.

Visually, the indicator provides clear labels and plots for signal identification, including arrows for signal source, 'house'-shaped icons for trade entries, circles for profit targets, diamonds when targets are hit, crosses for SL targets, and symbols indicating end-of-day closures.

How to use the [Volume Profile] Signal Clean Up Analysis with Backtest (TSO) strategy ?

This trading strategy utilizes a script that cannot be evaluated as the details of the script are not provided. Without the script, an accurate description of the strategy is impossible. Please provide the content or logic of the TradingView script for a proper explanation.

To trade this strategy manually on TradingView, I would need the specific indicators or calculations used within the script to outline the entry and exit conditions for the strategy. Once provided with the details of the script, I could offer a step-by-step manual application guide.

How to optimize the [Volume Profile] Signal Clean Up Analysis with Backtest (TSO) trading strategy ?

To refine the [Volume Profile] Signal Clean Up Analysis with Backtest (TSO) strategy for manual trading on TradingView, we can adopt key steps that enhance decision-making and optimize performance. The strategy's crux is leveraging Volume Profile levels to generate trade signals. Improvements can be centered on precise entry and exit tactics, effective use of signal sources, and supplementary technical analysis.

Vetted Entry Conditions: Each trade should be entered based on strong Volume Profile signals. Look for price levels with high volume nodes as potential support or resistance zones—these are your trade entry zones.

  • Wait for candlestick confirmation; enter trades only when a full candle closes beyond the chosen Volume Profile level, in the direction of the breakout.
  • Filter entries by matching them with the overall market trend, using a simple Moving Average such as the 100-period SMA on the timeframe of choice.

Surgical Exit Strategy: Exits must be as systematic as entries, taking profit or cutting losses decisively.

  • Set multiple take-profit levels based on Volume Profile levels ahead of time and trail your stop-loss to secure profits as the price moves favorably.
  • Implement a dynamic stop-loss that moves to breakeven once the first take-profit target is reached, effectively making the trade risk-free thereafter.

Manual Signal Source Interpretation: Instead of relying on automated signals, learn to read Volume Profile levels and their strength manually, looking for consistency in volume at specific price points, indicating potential reversal or continuation zones.

Enhanced Signal Filter: Incorporate additional technical indicators to bolster the signal reliability from Volume Profile. Use indicators like VWAP for intraday trend confirmation, a set of EMA for dynamic support and resistance, ATR for volatility-based stop-loss adjustment, and MACD or RSI for divergence spotting to avoid false breakouts.

Focused Backtest and Analysis: Conduct deliberate backtesting by identifying similar market conditions to those currently present and studying how similar setups have unfolded in the past. Use TradingView's bar replay feature to simulate trades and validate your interpretation of Volume Profile signals in real time.

Streamlined Trade Management: Adopt a hands-on approach in managing trades, adjusting stop-losses, and taking profits manually. This maximizes control and allows for fast decision-making in response to changing market conditions.

Alert System Optimization: Even while trading manually, you can set price level alerts on TradingView for when an asset reaches a significant Volume Profile level. This way, you're informed in real time without the need to constantly monitor charts.

For which kind of traders is the [Volume Profile] Signal Clean Up Analysis with Backtest (TSO) strategy suitable ?

This strategy is tailored for intraday traders who prefer a technical, data-driven approach to capitalize on short-term price movements. It is particularly suitable for those who are comfortable with utilizing Volume Profile as a core analytic tool to inform their trade entries and exits. The strategy aligns well with traders who:

  • Seek to optimize entry points through precise volume analysis.
  • Desire a systematic approach to profit-taking and loss prevention.
  • Appreciate the inclusion of multiple indicators for signal confirmation.
  • Are adept at managing trades actively during the day.

Its design is for those comfortable with advanced features of TradingView, such as detailed backtesting, custom session scheduling, and intricate alert systems that could interface with automated trading bots—a clear choice for the technically savvy, disciplined day trader.

Key Takeaways of [Volume Profile] Signal Clean Up Analysis with Backtest (TSO)

  • Strategy Core: Utilizes Volume Profile for trade signal generation with two signal sources that can be used independently or combined.
  • Works With Timeframes: Compatible across various intra-day periods including 1M, 5M, 15M, 1H, 4H, D, making it versatile for day trading.
  • Signal Reliability: All calculations are made on confirmed closed candle bars, ensuring signals do not repaint post-formation.
  • To Enhance it: Leverage manual analysis of volume levels, trend alignment via moving averages, and additional filters such as VWAP and EMA.
  • Surgical Exits: Implement a dynamic stop-loss strategy and multiple take-profit levels based on prior Volume Profile analysis.
  • Risk Management: Move stop-loss to entry post-first take profit hit to reduce exposure.
  • Backtest for Precision: Use TradingView’s backtesting feature, focusing on conditions similar to the current market for strategy validation.
  • Alert-Based Awareness: Set up TradingView alerts at significant Volume Profile levels for informed, timely decision-making.
  • Automated Trading Potential: Advanced traders can set alerts to trigger automated bot trading based on the strategy’s signals.
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