Why are we hooked on bad vibes when they don't reflect reality?
I took a deep-dive into the data, in search of what is really going on.
open.substack.com/pub/georgina...
@cassierbarton.bsky.social
Statistician at the House of Commons Library. Housing, demography and the census. I also make a lot of dashboards but they're the good kind, I swear.
Why are we hooked on bad vibes when they don't reflect reality?
I took a deep-dive into the data, in search of what is really going on.
open.substack.com/pub/georgina...
Oh, bugger. I mean, 97 is a bloody good innings, but the world is a sadder place with no Tom Lehrer in it. What a brilliant man
27.07.2025 16:57 β π 110 π 40 π¬ 10 π 2How do leasehold transactions vary by constituency? An annotated map of the percentage of sales that were leasehold by constituency in 2024 in England and Wales. Annotations explain: 23% of residential property sales were leasehold in England and Wales in 2024. 98% of flats were sold leasehold, compared with only 6% of houses. There was also a lot of variation between constituencies. There were some leasehold 'hotspots' in areas where it's more common for houses to be sold leasehold, including parts of the North West and Yorkshire. Other hotspots are areas where flats make up a large proportion of overall sales, like central London.
I first did the constituency analysis quite a few years ago, but it's been good to bring it up to date. Some interesting patterns.
25.07.2025 13:51 β π 2 π 2 π¬ 0 π 1I've published a new briefing bringing together the stats on leasehold housing in England (and a bit in Wales). Featuring:
- MHCLG data on leasehold stock
- Trends in transactions over time and for constituencies
- Experiences of leaseholders
commonslibrary.parliament.uk/research-bri...
2031 census confirmed! π
"Today HM Government has commissioned the Office for National Statistics to conduct a mandatory, questionnaire-based, whole-population census of England and Wales in 2031."
www.ons.gov.uk/news/news/hm...
okay but be fair the British meaning of "billion" has changed within living memory, books I had as a kid in the 80s sometimes still used the word "milliard" for 10^6 and saved "billion" for 10^9
07.07.2025 09:30 β π 202 π 17 π¬ 45 π 6Heading home after a trip to Edinburgh for IPVIS, a tiny conference for data nerds working in parliaments. It's great to have a space to talk to people with the same weirdly specific job as me. Everyone had lots to say about the nuts and bolts of what we do, and how we try to do things better.
04.07.2025 14:37 β π 3 π 0 π¬ 0 π 0That's my mildly self-indulgent look back at the 2021 census as it played out in my own work. We will wait to see what the next decade brings, starting with the government's decision on the recommendation from the acting National Statistician.
20.06.2025 12:26 β π 0 π 0 π¬ 0 π 0A change in constituency boundaries not long after the first census releases could have put a spanner in the works, but ONS, NISRA and NRS have all published data for the new boundaries as well - making post-election analysis like this tool possible:
commonslibrary.parliament.uk/census-data-...
The census is behind a lot of our constituency data dashboards like this one - it's a rich source of local-level data and me and my colleagues do our best to help MPs make the most of it to understand their areas.
commonslibrary.parliament.uk/constituency...
The 2021 census featured several new questions, including some on sexual orientation and gender identity π³οΈβππ³οΈββ§οΈ. Mapping some of the early data on this was fascinating! commonslibrary.parliament.uk/2021-census-...
20.06.2025 12:26 β π 0 π 0 π¬ 1 π 0It feels like a very long time since I wrote the first edition of this, our briefing on preparations for the 2021 census in England and Wales.
Planning for a census starts years in advance, usually featuring a consultation on topics.
commonslibrary.parliament.uk/research-bri...
Now that the 2031 census recommendation is here, it feels like I've done a full "census cycle" as a professional census nerd.
It's a brilliant part of my job, being paid to pay attention to something that's ever-changing and the setting for so many interesting debates about identity and society.
A cool resource, literallyβοΈ
19.06.2025 17:40 β π 6 π 0 π¬ 1 π 0And now I get an afternoon to explore Manchester π
13.06.2025 14:49 β π 0 π 0 π¬ 0 π 0Just had a v interesting couple of days at the @ukdataservice.bsky.social UK Census User Conference - hearing from ONS and others about future plans, and from researchers about how they're using 2021/2 census data.
Official recommendation on the 2031 census due next week, apparently π
Great opportunity for anyone with knowledge and experience of UK transport policy - a chance to work in the wonderful House of Commons Library, providing briefings to MPs.
housesofparliament.tal.net/vx/lang-en-G...
A bit of census news from the Spending Review:
11.06.2025 12:45 β π 1 π 0 π¬ 0 π 0Sum of US is out now!! Find it at all good bookshops and online π
14.04.2025 08:49 β π 13 π 3 π¬ 0 π 0Ahead of the recall of parliament my colleague Ilze has published a briefing on the UK steel industry.
Impressive work
commonslibrary.parliament.uk/research-bri...
What do you think about double council tax for holiday homes and other empty property?
Here's some factual detail about how the new second home premium works in England: commonslibrary.parliament.uk/why-am-i-pay...
And....
On the topic of the Bank Holidays API, it may well be the most quintessentially British API in existence, with a boolean (true/false) value for "bunting".
And, in case you were wondering, every bank holiday is a good day for bunting unless someone died for our sins! www.api.gov.uk/gds/bank-hol...
π¨ Dream job alert! π¨
Senior Researcher in statistics (my team) at the House of Commons Library.
The team is looking for someone with numeracy skills & research experience. Good communication skills also required.
Deadline 31 March 2025.
housesofparliament.tal.net/vx/mobile-0/...
I would say this because it's my job, but it's a great job! I'm rarely bored and frequently learning something new. And it's a fun and supportive team
21.03.2025 18:06 β π 0 π 0 π¬ 0 π 0Applications are still open for a Senior Researcher role in the Social & General Statistics team in the Commons Library.
Come and work with us to analyse data, explain it to MPs and their staff, and support parliament's work π
housesofparliament.tal.net/vx/mobile-0/...
We in the House of Commons Library are recruiting a senior researcher in our Social and General Statistics team! Come work with us to develop new and improved ways to inform MPs and their staff about data.
housesofparliament.tal.net/vx/mobile-0/...
great story via @nickevershed.bsky.social and The Crunch in which 8yo Emma Glenfield uncovers the motives of 'a bad and dangerous magpie called Mr Swoopsalot' and charts attack targets using lego because she doesn't know how to use excel.
tldr: bad luck if you're a tall, bald man who hates magpies
English cows go βmooβ, while French cows go βmeuhβ, and Korean cows go βμλ©β. Our newest project takes a look at how animal sounds translate across languages and cultures.
pudding.cool/2025/03/lang...
Rough sleeping in England - Causes and statistics https://commonslibrary.parliament.uk/research-briefings/cbp-10173/
07.03.2025 18:10 β π 0 π 1 π¬ 0 π 0Here's an overview of women's employment, pay and participation in business in the UK, for all your International Women's Day needs: commonslibrary.parliament.uk/research-bri...
03.03.2025 11:37 β π 0 π 3 π¬ 0 π 0