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A library to calculate Market Profile (aka Volume Profile) for financial data from a Pandas DataFrame.

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Amiransari92/py-market-profile

 
 

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Overview

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A library to calculate Market Profile (Volume Profile) from a Pandas DataFrame. This library expects the DataFrame to have an index of timestamp and columns for each of the OHLCV values.

  • Free software: BSD license

Installation

pip install marketprofile

Example

You can view a Jupyter notebook of an example here: https://github.com/bfolkens/py-market-profile/blob/master/examples/example.ipynb

Documentation

(Coming soon)

What is Market Profile and How are these calculated?

A discussion on the difference between TPO (Time Price Opportunity) and VOL (Volume Profile) chart types: https://jimdaltontrading.com/tpo-vs-volume-profile

Development

To run the all tests run:

tox

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A library to calculate Market Profile (aka Volume Profile) for financial data from a Pandas DataFrame.

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  • Python 98.9%
  • Dockerfile 1.1%