Calculate the cash tax rate, which measures the percentage of pretax income that is actually paid out in cash taxes, as opposed to the accrual-based effective tax rate.

The formula is as follows:

\[\text{Cash Tax Rate} = \text{Income Taxes Paid} / \text{Income Before Tax}\]

Also known as: cash effective tax rate.

Cash Tax Rate in Python

get_cash_tax_rate is part of the Ratios module of the open-source Finance Toolkit. Install it with:

pip install financetoolkit -U

Then call get_cash_tax_rate as shown below.

from financetoolkit import Toolkit

toolkit = Toolkit(["AAPL", "TSLA"], api_key="FINANCIAL_MODELING_PREP_KEY")

cash_tax_rates = toolkit.ratios.get_cash_tax_rate()

Which returns:

  2021 2022 2023 2024 2025
AAPL 0.2324 0.1643 0.1642 0.2114 0.3267
TSLA 0.0884 0.0877 0.1122 0.1481 0

Parameters

get_cash_tax_rate accepts the following parameters:

  • rounding (int, optional): The number of decimals to round the results to. Defaults to 4.
  • growth (bool, optional): Whether to calculate the growth of the ratios. Defaults to False.
  • lag (int | str, optional): The lag to use for the growth calculation. Defaults to 1.
  • standardize (bool, optional): Whether to standardize (Z-Score) the result. When combined with growth=True, standardizes the growth values instead of the raw values. Defaults to False.
  • trailing (int): Defines whether to select a trailing period. E.g. when selecting 4 with quarterly data, the TTM is calculated.
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