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Alpha#67

Type: alpha_67 • Category: indicators

Description​

Alpha#67 - power of ranks.

Parameters​

NameTypeDescriptionRequiredDefault
dataExpstringprice datano
highstringselect the column with highest pricesno
vwapstringselect the column with VWAPno
volumestringselect the column with volumeno

Help​

Alpha#67: Power of Ranks

Description​

Alpha#67 is an indicator from Alpha 101, a set of formulaic alphas developed for investing strategies. This indicator calculates the power of ranks, which can be used to identify potential trading opportunities.

What does this worker do?​

The Alpha#67 worker calculates the power of ranks based on the provided price data, high prices, VWAP (Volume-Weighted Average Price), and volume. The worker uses these inputs to generate a signal that can be used in an investing strategy.

How to interpret the results​

The output of the Alpha#67 worker is a signal that represents the power of ranks. A higher signal value indicates a stronger power of ranks, while a lower signal value indicates a weaker power of ranks. The interpretation of the results depends on the specific investing strategy being used.

Parameters​

The following parameters are required to use the Alpha#67 worker:

  • dataExp: price data
    • Type: pandas.DataFrame
    • Description: Price data used to calculate the power of ranks
  • high: select the column with highest prices
    • Type: str
    • Description: Column name with highest prices
  • vwap: select the column with VWAP
    • Type: str
    • Description: Column name with VWAP
  • volume: select the column with volume
    • Type: str
    • Description: Column name with volume

Usage​

To use the Alpha#67 worker, simply provide the required parameters and run the worker. The output will be a signal representing the power of ranks.

Visualizing the Indicator​

The following images demonstrate how to use the Alpha#67 indicator:

Full GIF Short GIF

Reference​

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