How to scrape salary ranges from Ashby job boards with Python
Pull startup job postings with pay ranges from Ashby boards, annualised to yearly amounts, with currency and remote filters and an only-new feed.
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Guides
Step-by-step guides for pulling public data into spreadsheets, databases and scripts: salary ranges, tenders, company registers, prediction markets and more.
How to scrape jobs from Greenhouse, Lever, Workday and 5 more ATS at once
Monitor open roles at a list of companies across 8 applicant tracking systems in one schema, with numeric salaries and a daily only-new feed.
How to search French companies by profit and revenue with the Sirene API
Build lists of French companies from the official Sirene register, filtered by net result, revenue, NAF code and location, using Python or cURL.
How to get salary ranges from Greenhouse job boards by pay zone
Collect Greenhouse job postings with published pay ranges per location zone, annualised and filtered by currency, using Python, cURL or pandas.
How to list Kalshi markets that settle in the next 24 hours with Python
Build a Kalshi settlement calendar with bid, ask, spread, volume and order book depth near the touch, filtered by liquidity, using Python or cURL.
How to track TCGplayer price changes and sales velocity with Python
Get 30 and 90-day price change, units sold, sales per day and days of supply for Pokemon, Magic and other TCG cards and sealed products.
How to find EU public contracts that expire in the next 12 months
Pull expiring EU public contracts from TED award notices with Python: incumbent, buyer, value, end date and CPV code, ready for a bid pipeline.
How to detect the tech stack and email provider of a list of websites
Detect CMS, ecommerce platform, analytics, CDN and hosting of many domains, plus MX mail provider, SPF and DMARC, from Python or cURL.