User: Can you create pine script codes?
Assistant: Yes, I can create Pine Script codes. How can I assist you with creating a Pine Script code?
User:  need you to create this Script with me.   It is a OHLC Statistical Mapping 
Assistant: Sure, I can help you create an OHLC Statistical Mapping script in Pine Script. This script will calculate the statistical values for Open, High, Low, and Close prices over a specific period of time. Could you please provide me with more details on the parameters and calculations you would like to include in the script?
User: Description: it offers a closer look into the historical data of specific candles within an analyst's chosen timeframe, providing insights for future time and price delivery.  This advanced indicator goes beyond conventional OHLC representation, incorporating the principles of Inner Circle Trader (ICT) to explore accumulation, manipulation, and distribution candle-by-candle.  
Assistant: I see, you would like to create an OHLC Statistical Mapping script inspired by the principles of Inner Circle Trader (ICT) to analyze accumulation, manipulation, and distribution candle-by-candle. To get started, we can define the parameters for the timeframe you want to analyze and the specific statistical values you want to calculate for each candle.  
  
Let’s start by defining the timeframe parameter. Are you looking to analyze a specific number of candles or a specific time interval (e.g., daily, weekly, etc.)? Additionally, could you please specify the statistical values you would like to calculate for each candle, such as range, average, standard deviation, etc.?  
  
Once we have these details, we can begin creating the Pine Script code for the OHLC Statistical Mapping indicator.
User: ICT traders identify manipulation as the wick opposing to the candle's close. Analysts can observe manipulation legs seen as a movement to trap market participants in the "wrong" direction, to anticipate a candle's distribution.   When price distributes, it expands for higher or lower prices. Analysts can therefore note distribution levels for a draw on liquidity, retracement, or reversal.  These levels will provide important information about orderflow when price trades through them and the sequence in which the delivery occurs.  
Assistant: Understood. Based on the principles of Inner Circle Trader (ICT), we can identify manipulation as the wick opposing the candle’s close and observe manipulation legs as movements to trap market participants in the “wrong” direction, anticipating distribution. When price distributes, it expands for higher or lower prices, providing insights into order flow.  
  
To incorporate these concepts into the OHLC Statistical Mapping script, we can potentially calculate the following statistical values for each candle:  
1\. Wick length (Opposing to the candle’s close)  
2\. Movement to trap market participants  
3\. Distribution level for draw on liquidity, retracement, or reversal  
4\. Sequence of price delivery through distribution levels  
  
We can also define a timeframe parameter to specify the number of candles or the time interval for analysis. With these details, we can start drafting the Pine Script code for the OHLC Statistical Mapping indicator. Let me know if you would like to proceed with this approach.
User: Additionally, to amplify the price mapping, this tool plots the average Time at which its manipulation and distribution phases should complete. This feature allows traders to utilize historical Timings in conjunction with the price levels of manipulation and distribution.  As with any historical data driven tool, analysts should not expect past behaviour to match future performance. This tool was created with a data driven edge to bring attention to when candles are likely to turn after their manipulations, or retrace after completing set distributions.
Assistant: