openfisca-uk-data

This package allows users to store and load various UK microdata sources for usage in openfisca-uk, with different configurations (e.g. imputations between surveys).

What you probably want to do

To get this package working for OpenFisca-UK without access to the UKDA:

1. Download synth_frs_2018.h5
2. openfisca-uk-data synth_frs save synth_frs_2018.h5

To get this package working with the FRS microdata:

1. Have the TAB .zip file ready (8633~~~.zip)
2. openfisca-uk-data raw_frs generate 2018 8633~~~.zip
3. openfisca-uk-data frs generate 2018

General framework

This package is designed to be simple to add new OpenFisca-UK-compatible datasets.uk. To add a new dataset:

1. Add a new Python module as a single file or folder with __init__.py (optional)
2. Create a class with the @dataset decorator (from utils.py)
3. Define a generate(year) method
4. Ensure the class is imported in openfisca_uk/__init__.py and openfisca_uk/cli.py

Usage

All dataset classes can be imported from the package, and there is also a command line interface:

openfisca-uk-data [dataset_name] [method] [arg1] [arg2]

For example:

openfisca-uk-data raw_frs generate 2018 data.zip

The dataset class decorator

This package uses a class decorator to ensure all datasets have the same loading/saving/querying interface. To use it, use the @ symbol:

@dataset
class CustomDataset:
    input_reform_from_year: Callable[int -> Reform]
    def generate(year):
        ...
    ...

Current datasets

RawFRS

• Not OpenFisca-UK-compatible
• Contains the tables from the raw microdata

BaseFRS

• OpenFisca-UK-compatible
• Loads the named survey variables, and specifies how these should be transformed into the model's input variables using OpenFisca formulas

FRS

• OpenFisca-UK-compatible
• Skips loading the named survey variables like BaseFRS, instead loading the calculated input variables from using BaseFRS

SPI

• OpenFisca-UK-compatible
• Admin tax data

SynthFRS

• OpenFisca-UK-compatible
• Inaccurate but gives ballpark-correct results without access to the full FRS (fields shuffled + random noise added)