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Alpha#86

Type: alpha_86 • Category: indicators

Description​

Alpha#86 - negative ts_rank correlation comparison.

Parameters​

NameTypeDescriptionRequiredDefault
dataExpstringprice datano
closestringselect the column with closing pricesno
volumestringselect the column with volumeno
openstringselect the column with opening pricesno
vwapstringselect the column with VWAPno

Help​

Alpha#86

Description​

Alpha#86 is an indicator from Alpha 101, a set of formulaic alphas used in investing strategies. This indicator calculates the negative ts_rank correlation comparison.

What does this worker do?​

This worker calculates the Alpha#86 indicator, which is a measure of the negative correlation between the time series rank of two variables.

How to interpret the results​

The results of this indicator can be used to identify potential trading opportunities. A high value indicates a strong negative correlation between the two variables, while a low value indicates a weak negative correlation.

Parameters​

The following parameters are required to calculate the Alpha#86 indicator:

  • dataExp: pandas.DataFrame
    • Description: Price data
  • close: str
    • Description: Select the column with closing prices
  • volume: str
    • Description: Select the column with volume
  • open: str
    • Description: Select the column with opening prices
  • vwap: str
    • Description: Select the column with VWAP

Usage​

To use this indicator, simply pass in the required parameters. You can refer to the following GIFs for a step-by-step guide: Full GIF Short GIF

Reference​

For more information on the 101 Formulaic Alphas, please refer to the publication by Zura Kakushadze:

[101 Formulaic Alphas](https://arxiv.org/pdf/1601.00991.pdf)