Scraping & Spotify: How Data Extraction Changed the Music Industry

by Anika Shah - Technology
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Understanding Web Scraping: Beyond the Spotify Hack

the recent case where hackers claimed to have copied almost the entire Spotify music catalogue brought a term increasingly common in tech to light: scrapping (or web scraping). Beyond the scandal, understanding this technique is important becuase it’s used for both helpful and illegal things.

What is Scraping (or web Scraping)?

Simply put, web scraping is a technique for automatically grabbing data from websites using programs or bots rather of doing it manually with a mouse and keyboard. These bots visit one or more pages, read the HTML code, and keep only the information they need: texts, prices, images, links, metadata, and more.

The word “scraping” comes from “to scrape”: the idea is to “scrape” a website to collect its data and save it in structured formats like CSV, Excel, JSON, or databases. Technically, the process usually involves four steps: the script gets a list of URLs, makes HTTP requests to those pages, finds the relevant parts within the HTML (using CSS selectors or regular expressions, such as), and stores the results neatly for later analysis.

This can range from a small Python script a developer runs on their laptop to huge server farms rotating IPs and proxies to avoid being blocked by website security systems. That’s why scraping isn’t just a “hacker trick”; it’s a mature and widespread technology used by legitimate companies and malicious actors alike.

How Scraping Was Used Against Spotify

In Spotify’s case, a group of activist hackers-identified in reports as Anna’s Archive-claimed to have copied around 86 million songs and metadata for 256 million tracks, which is more than 99% of the platform’s listening and catalog. Spotify confirmed they deactivated accounts linked to this group after detecting unusual activity related to automated data extraction, meaning illegal scraping.

Reports say the attack didn’t expose users’ personal data, but rather audio files and metadata (titles, artists, albums, ISRC, dates, etc.) that make up the platform’s music catalog.

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