tornamona 0.1.2

A series of fixes for Data originating from Northern Ireland

tornamona

A series of fixes for Data originating from Northern Ireland

This is very much a work in progress and I'll only really add to it as things annoy me, but if you have a data set that's messy, and you can use similar workflows as demonstrated in this repo, please feel free to use this and PR the crap out of it.

I make no claims of liability, credit, or property over any of this, and make no promises that anything will ever work or be fixed.

Current Datasets

NISRA Weekly Deaths Datasets

Source: https://www.nisra.gov.uk/publications/weekly-deaths

What is this data?

• Weekly death registrations in Northern Ireland, from 2009 - 2020
• Also includes tracking of 2020 COVID outbreak

What is wrong with the data as presented?

• The Usual Boilerplate (i.e. non numerical footers, non-merged multi row headers, overly complex column headers, inconsistent structure)
• a typo in the 2014 Week Start date (Which actually inspired me to make this repo in the first place) (This was fixed)

How do I use the new one

from tornamona.fixes import nisra

dataset = nisra.WeeklyDeaths().get().clean()
dataset.data.head().to_markdown()

	Week	Week Start	Week End	Total Deaths	Average Deaths for previous 5 years	Min 5 year deaths	Max 5 year deaths	Respiratory Deaths	Average Respiratory Deaths for previous 5 years	COVID19 Deaths
0	1	2008-12-27 00:00:00	2009-01-02 00:00:00	373	332.4	309	364	nan	nan	nan
1	2	2009-01-03 00:00:00	2009-01-09 00:00:00	454	329.2	302	377	nan	nan	nan
2	3	2009-01-10 00:00:00	2009-01-16 00:00:00	388	310.2	290	340	nan	nan	nan
3	4	2009-01-17 00:00:00	2009-01-23 00:00:00	402	324	281	367	nan	nan	nan
4	5	2009-01-24 00:00:00	2009-01-30 00:00:00	353	305.6	272	333	nan	nan	nan

Proposed Datasets

Everything that has ever pissed me off about open data

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

======= History

0.1.2 (2020-04-27)

• Reflect upstream data fix from NISRA

0.1.1 (2020-04-26)

• Instrumentation, Testing and Documentation Fixes
• Security updates

0.1.0 (2020-04-25)

• First release on PyPI.