Lauren Leek

@laurenleek.eu

Social data scientist with too many questions | Assistant Professor at Leiden University | PhD from @EUI https://laurenleek.eu/ https://laurenleek.substack.com

NEW! Combining my two obsessions of cycling and political economy data into a new Substack: Tour de Data. Daily posts for every stage of the Tour de France, digging into what the race tells us about money, place, and power. Not just who's in yellow;) 🚴📊 tourdedata.substack.com

Tour de data | Lauren Leek | Substack

Everyone watches the racing. I'm watching the data on riders, money, towns, and what the Tour is really about. Click to read Tour de data, by Lauren Leek, a Substack publication. Launched 18 hours ago...

tourdedata.substack.com

Just added the excellent @laurenleek.eu and @jamesdgriffiths.bsky.social to this pack which already includes @dylandifford.bsky.social and @alexselbyb.bsky.social amongst other great data journalists. Please get in touch with suggestions to add. I'm particularly looking for anyone covering Ireland.

Jack Russell@jackru.bsky.social · last mo.

I've put together a starter pack of data journalists covering the UK & Ireland. Ireland coverage is very weak though - please get in touch if you know anyone I should add. go.bsky.app/EYkze8J

Bought booza in Punchbowl today. By total coincidence, same family that ran the shop below my grandmother's window in Lebanon. This post became a piece on why London is losing its Brick Lanes because it's well-designed, and Sydney's strips survive because it isn't. open.substack.com/pub/laurenle...

The Basket and the Booza

Why London keeps losing its independent neighbourhood restaurants, and what a basket lowered from a Lebanese window taught me about what is happening.

open.substack.com

Found in Surry Hills (Sydney) street library: Quantitative Analysis for Management, fairy tales and faith books. Gentrification is complete.

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Data engineers: I’m busy building a large-scale cloud data pipeline and want to get the foundations right from the start. What’s the one thing you wish you’d set up early? 🙏

Still trying to figure out the Gold Coast. Skyscrapers as beachfront, strip malls 200m inland, barely footpaths, no city centre and somehow Australia’s favourite holiday destination and 6th biggest city. Please explain (in European).

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Eh yes, Canberra may be the most boring capital in the world, but buses with front bike racks and superb road cycling through national parks? That’s elite boring done well, if you ask me.

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Victoria made public transport temp free. Ridership spiked. Headlines: proof of cost barrier. But compare Victoria to NSW, where fares didn’t change and the difference in car use is small. Data shows uplift is from existing riders using it more. So the barrier isn’t cost but trip completeability?

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Curious why in one NSW town of 2,209 people gambling machines extracted almost $4,000 per person? I wrote about how Australia kept its third places alive by hiding the cost inside them, why Britain’s reform backfired and I even tried to beat the machine myself. open.substack.com/pub/laurenle...

The Machine Is Friendly. That's Why It Wins.

How Australia kept its third places alive, what it hid inside them, why Britain’s fix made the problem worse, and what happened when I tried to beat the machine.

open.substack.com

I've always been curious about how seeds *actually* work when generating random numbers, so I decided to figure it out for class yesterday and it's actually REALLY NEAT AND MAGICAL. Check out this little Excel file I made to show how a seed can creates a set of pseudo random numbers

Screenshot from Excel showing how 11 different random numbers are generated given the formula $(a X_n + c) mod m$ and a seed of 1234. The modulus from the previous iteration is used in the subsequent iteration to make the number, but for this to work with the first iteration, you need a starting value—hence the seed

Hiring a car soon in Australia and my family’s advice: fill up before you leave the city since regional stations are closing. Aus imports 80% of its refined fuel and only holds 39 days of reserves. Prices up 100c/litre since Feb, the govt’s excise cut saves only 26c. Panic buying mainly for now…

Broke my own rule and made an Instagram (for work promo though). First observation: the follow recommendations are shit. 20 mutual connections, same location, same vibe and no suggestion but somehow my local primary school friends do pop up? Weak graph traversal, Meta.