pyaxis
March 16, 2023 · View on GitHub
======= pyaxis
pyaxis is a python library for PC-Axis (or PX) formatted data manipulation
which allows reading and writing PC-Axis [1]_ format with python, using the
DataFrame structures provided by the widely accepted pandas library [2]_.
PX is a standard format for statistical files used by a large number of
statistical offices (Spain, Switzerland, Sweden). A package of software has been developed for this format:
PX-Win, PX-Web and PX-Edit. pyaxis eases reading and parsing of PX files data
and metadata into a pandas Dataframe and a dict structure, allowing their manipulation
in a tabular and pythonic manner. It supports both monolingual and multilingual PX files. The package was initially developped by the Instituto Cántabro de Estadistica and is now jointly maintained by ICANE and the Swiss Data Science Center.
pyaxis is provided under the Apache License 2.0.
.. [1] https://www.scb.se/px-en for PC-Axis information
.. [2] https://pandas.pydata.org for Python Data Analysis Library information
Installation
For installation::
pip install pyaxis
Usage
From PX to pandas DataFrame
Typical usage often looks like this::
from pyaxis import pyaxis
EXAMPLE_URL = 'https://www.ine.es/jaxiT3/files/t/es/px/2184.px'
px = pyaxis.parse(EXAMPLE_URL, encoding='ISO-8859-2')
print(px['DATA'])
print(px['METADATA'])
For Multilingual PX files
Typical usage often looks like this::
from pyaxis import pyaxis
EXAMPLE_URL = 'https://www.pxweb.bfs.admin.ch/DownloadFile.aspx?file=px-x-0602000000_107'
# Swiss PX files are in German(de), French(fr), Italian(it), and English(en)
px = pyaxis.parse(EXAMPLE_URL, encoding='ISO-8859-2', lang='fr')
print(px['DATA'])
print(px['METADATA'])
print(px['TRANSLATION'])