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Alpha#61

Type: alpha_61 • Category: indicators

Description

Alpha#61 - VWAP min and correlation comparison.

Parameters

NameTypeDescriptionRequiredDefault
dataExpstringprice datano
vwapstringselect the column with VWAPno
volumestringselect the column with volumeno

Help

Alpha#61

Description

Alpha#61 is an indicator from Alpha 101, a set of formulaic alphas developed by Zura Kakushadze. This indicator compares the Volume Weighted Average Price (VWAP) minimum and correlation.

What does this worker do?

This worker calculates Alpha#61, which is a measure used in investing strategies to identify potential trading opportunities. It uses price data, VWAP, and volume to generate a signal.

How to interpret the results

The results of Alpha#61 can be used to identify stocks or assets that have a high correlation with their VWAP minimum, indicating potential trading opportunities.

Parameters

The following parameters are required to use Alpha#61:

  • dataExp: price data
    • Type: DataFrame
    • Description: Price data used to calculate Alpha#61
  • vwap: select the column with VWAP
    • Type: string
    • Description: Column name with VWAP data
  • volume: select the column with volume
    • Type: string
    • Description: Column name with volume data

Usage

To use Alpha#61, simply provide the required parameters and run the worker. The output will be a signal indicating potential trading opportunities.

Visual Guide

For a step-by-step guide on how to use Alpha#61, please refer to the following GIFs:

Full GIF Short GIF

Publication

For more information on Alpha 101 and the development of these formulaic alphas, please refer to the publication:

101 Formulaic Alphas by Zura Kakushadze

This publication provides a comprehensive overview of the Alpha 101 framework and its application in investing strategies.