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Dev.to

How I built an Ofsted school data API on Apify (without scraping a single webpage)

Most scraping projects start by finding a website to scrape. This one started from the opposite direction: I knew the data existed as official government downloads, and my job was to make it accessible via a clean API. The data source Ofsted (the UK school inspections body) publishes monthly management information as CSV files on GOV.UK. The file covers all 22,000+ state-funded schools in England with their latest inspection grades, local authority, postcode, phase, and size data. It's 16 MB, published under the Open Government Licence v3.0 — explicitly permitting commercial use. No scraping needed. No authentication. Just a CSV download and some parsing logic. The architecture The actor is deliberately simple: Fetch the GOV.UK stats page to find the current month's CSV URL (the URL hash changes with each release) Download the CSV (~16 MB from assets.publishing.service.gov.uk ) Parse it with csv-parse Apply the user's filters (name, local authority, region, postcode prefix) Push matching records to the Apify dataset No Crawlee. No browser. No proxy. Just fetch() and a CSV parser. const match = html . match ( /href=" ( https: \/\/ assets \. publishing \. service \. gov \. uk \/[^ " ] +latest_inspections_as_at [^ " ] + \. csv ) "/ ); That one regex does the URL discovery. The GOV.UK page lists files in reverse chronological order, so the first match is always the latest release. The interesting part: Ofsted changed their grading system mid-build I built this in May 2026. In November 2025, Ofsted scrapped their 20-year-old four-word judgement system (Outstanding / Good / Requires Improvement / Inadequate) and replaced it with a report card format — six separate grade areas, each on a five-point scale: Exceptional Strong Expected standard Needs attention Urgent improvement Plus a standalone Safeguarding verdict (Met / Not met). The April 2026 CSV reflects this change entirely. There's no "Overall effectiveness" column. Schools inspected before November 2025 have null gr

Daniel Ainsworth 2026-05-29 05:21 👁 8 查看原文 →
Hacker News RSS

Social Animus

Article URL: https://justine.lol/animus/ Comments URL: https://news.ycombinator.com/item?id=48314875 Points: 59 # Comments: 15

jart 2026-05-29 04:20 👁 5 查看原文 →
Reddit r/webdev

How does pornhub track a user without cookies and through incognito mode?

Maybe an odd question but Pornhubs start page are actually recommendations based on your viewed videos. I suppose most folks here use incognito mode so, no cookies, clean state on each launch. Yet, if you launch another incognito window for the site, you will realize it remembered your viewing behavior and the videos reflect it. But how do they do this? There is no account, no cookies, no local storage. And technically, they wouldn't be allowed to track you in the first place due to the GDPR. Yet, it's the case. Anyone know how they achieve this? submitted by /u/SourSovereign [link] [留言]

/u/SourSovereign 2026-05-29 04:19 👁 7 查看原文 →
The Verge AI

Nintendo’s newest WarioWare is a weirdo smartphone app

A decade ago, Nintendo made a big splash into the world of mobile gaming with a new Super Mario platformer directed by none other than Shigeru Miyamoto. But even though the game proved popular, it wasn't the success the company had hoped for. Over the ensuing years Nintendo has slowly retreated from smartphone gaming, with […]

Andrew Webster 2026-05-29 04:16 👁 10 查看原文 →
Reddit r/webdev

How to upload a website that I created on the internet but it only be shown to people who have the exact link?

I made a portfolio for the University as an assignment, but there's some very sensitive information like my id number and my full name. I don't want any random person on the internet to stumble on it, I only want the professor to see it. So i want an exact link that is very hard so only people with this link can access my website. Is there some free website host for this exact thing? submitted by /u/W3-SD [link] [留言]

/u/W3-SD 2026-05-29 04:01 👁 6 查看原文 →