Pandas, veri analizi dünyasının isviçre çakısı gibidir. Veri yapıları çok güçlüdür, zaman serilerini hizalamak veya istatistiksel hesaplamalar yapmak için başka bir yere bakmanıza gerek kalmaz. Ben bu kütüphaneyi BIST verilerini manipüle etmek için kullanıyorum. Gelen ham veriyi temizlemek, eksik günleri…
The U.S. Department of the Treasury and President Donald Trump both announced new measures Thursday aimed at bringing down housing costs. The Treasury released the rules stemming from the regulation passed by Congress this summer, the 21st Century Road to Housing Act,…
Chennai: India’s corporate social responsibility (CSR) spending reached Rs 40,794 crore in FY25. However, poor states are receiving a meagre share of this spending. CSR spending grew at a compound annual growth rate (CAGR) of 15% over the past decade to Rs 40,794 crore.
For most of the year, California has been the state most people would name first when asked where American layoff notices are concentrated. In the latest 90-day window on Layoff Atlas, that is no longer true. Washington now leads the…
Layoff Atlas's current 90-day WARN window contains 704 notices covering 66,156 reported workers, with 33 counts unavailable. Five states — Washington, California, Illinois, Texas and Ohio — account for 42,755 of those workers, or about 65 percent of the total. The other 46 jurisdictions in the registry share…
The new lease accounting standards will take effect for fiscal years beginning on or after April 1, 2027. The key point is that contracts previously treated simply as "paying rent and recording an expense," such as office or warehouse leases, will in…
President Donald Trump took aim at lowering housing costs across the country Oct. 22 by ordering his administration to create a pilot program to cancel mortgage insurance, lower closing costs and mortgage rates for some borrowers, and boost manufactured homes. “The…
A gross income multiplier (GIM) estimates a property’s value by comparing its price with its gross annual income. Calculated by dividing the property’s price by its gross income, GIM helps investors assess investments. It provides a useful starting point, but…
By Linda Bell | Bankrate.com They give you cash today, but you may not realize what it will cost you tomorrow. Not only are the contracts incredibly complex, but homeowners also lack many of the same consumer protections they find…
CommentKeyword combines Instagram comment-to-DM automation with optional AI lead qualification, offering 300 free DMs a month and paid plans from $12. CommentKeyword’s Instagram DM automation tools support campaigns such as distributing downloadable resources, sharing product information and delivering booking links. Rather than…
Development and Housing: hiring, expansion, leadership and results.
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