open-innovations / jrf-insight

JRF North England Insight Finder
https://open-innovations.github.io/jrf-insight/
MIT License
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Add lower quartile to wages (ASHE) data #104

Closed luke-strange closed 5 months ago

luke-strange commented 1 year ago

I want to recreate the chart that shows ratio of lower quartile rents to lower quartile earnings per geography:

Image

I need the LQ wages data to do this.

Also, wages are weekly, but rents are monthly. I can grossly assume monthly wage is 4*weekly, but if monthly data exists, then this would be good to use.

TODO:

Nice to have:

ChristianSpence commented 1 year ago

ASHE data available at weekly, monthly, annual intervals. Will extract LQ monthly data. Do you need annual for house sale prices a well?

luke-strange commented 1 year ago

@ChristianSpence that would be useful yes. Thanks.

ChristianSpence commented 1 year ago

That's done and pushed.

(FYI, ASHE doesn't have monthly, so have calculated as annual / 12. Worth noting that weekly to monthly always has to gross up to a year before being divided down to months (so not week * 4, but week * 365/7 / 12

ChristianSpence commented 1 year ago

Re-opening as I'll sort the time series data out, too.