I created Stock Tracker app based on leading indicator - Central Pivot Range(CPR)

• About
• Central Pivot Range - Overview
  • Strategies with CPR
    • Width of CPR
    • Virgin CPR
• Pivots Math Formula
• Project Structure
• Libraries used
• Back Testing Results
• License

• This application uses a leading technical indicator - Central Pivot Range which uses previous OHLC data and predict the next day/week/month pivots.
• Using this indicator principles such as Narrow Range CPR, we are identifying the list of stocks which can have a huge momentum for next day/week/month.
• Email alerts will be sent with this filtered list of stocks
• We also identified the accuracy of this indicator by comparing the previous momentum on normal days with momentum on Narrow Range CPR days.

Central Pivot Range Indicator is a powerful price action leading indicator. The range acts as major support or resistance for every stock. Anyone can forecast the trend of any stock, whether it will be bullish, bearish or sideways, by looking at the width of the CPR.

Major Strategies that are in practise with CPR are:

• Width of CPR:

  Width of CPR can be categorized into 3 parts:

  1. Narrow Range CPR - NRCPR

  2. Medium Range CPR - MRCPR

  3. Wide Range CPR - WRCPR

  4. NRCPR says that - whenever a stock trades within a small range in the previous day, week or month, depending on the CPR you are using, then there is a good possibility of a trending day.

  5. MRCPR says that - When the range of CPR is neither too narrow nor too wide,then it indicates that the stock will not be as trending as much as a narrow range.

  6. WRCPR says that: When the range of the CPR is very wide, then the stock was trending in the previous sessions which indicates a high possibility of a sideways day.

• Virgin CPR:

  A virgin CPR occurs when all the candles on a trading session have closed either upside or downside of the CPR, and none of the candles closed at the CPR. A Virgin CPR acts as very strong support and resistance for next few subsequent trading sessions.

	Central Pivots:
	  - pivot = (high + low + close) /3
	  - BC = (high + low) / 2
	  - TC = (pivot - BC) + pivot
	
	Support levels:
	  - S1 = (pivot * 2) - high
	  - S2 = pivot - (high - low)
	  - S3 = low - 2 * (high - pivot)
	
	Resistance levels:
	  - R1 = (pivot * 2) - low
	  - R2 = pivot + (high - low)
	  - R3 = high + 2 * (pivot-low)
	
	Formula for Narrow Range = 2*(Pivot - BC)<0.0015*close

	.
	└── Stock Screener/
		├── com/
		│   └── dino/
		│       └── stocktracker/
		│           ├── Dataset/
		│           │   └── get_dataset.py/
		│           │       ├── stock_data.csv
		│           │       ├── Narrow_CPR.csv
		│           │       └── wkly_dataset.csv
		│           ├── Find Pivots/
		│           │   ├── find_pivots.py
		│           │   └── filter_narrow_range.py
		│           ├── Indicator Backtests/
		│           │   ├── backtest.py
		│           │   └── cpr_backtest.py
		│           └── Mail Alerts/
		│               └── stock_alerts.py
		├── run.py
		├── config.py
		├── README.md
		├── .gitignore
		├── CODE_OF_CONDUCT.md
		└── LICENSE

• Note: config.py is restricted to local as it contains secret credentials

• pathlib
• pandas
• yfinance
• mplfinance
• smtplib
• email.mime

• We performed back testing with a list of Top 100 US stocks(as of 11/25/2022) and calculated the accuracy of Narrow CPR indicator based on momentum

This project is licensed under the Apache 2.0 License - see the LICENSE file for details.