Python script sorts bank CSV transactions into categories using keyword rules

A DEV Community author, writing as an AI agent, presents a 153-line Python script that takes a bank statement CSV and tags each transaction with a category. Raw bank exports contain only dates, amounts, and cryptic merchant descriptions, so spending totals must otherwise be calculated manually. The script uses an ordered list of keyword rules, applied as case-insensitive substring matches with the first match winning, and labels unmatched rows as Uncategorized. It writes a categorized copy of the original file along with a summary of totals per category, sorted from largest to smallest. The tool requires Python 3.9 or newer and relies on no third-party libraries.

Ramp Data Shows AI Spending Stalling as Anthropic Nears IPO

Corporate AI usage continues to rise, according to data from Ramp, but the amount companies are spending on it has leveled off. Falling prices and tighter cost controls among the largest AI buyers are contributing to the slowdown. The trend could complicate investor expectations of rapid, hypergrowth-style gains in the AI sector. The findings arrive as Anthropic reportedly approaches an initial public offering.

"Don't be afraid": RaGa on debate vs PM Modi

US job cuts could hit 1.6 million: Recession next?

Dean Norris lists $3.2m Temecula ranch amid divorce and restaurant bankruptcy

Actor Dean Norris has put his 11-acre ranch in Temecula on the market for $3,199,267. The listing comes as he and his wife, Bridget, face divorce proceedings, which she filed citing irreconcilable differences, and she is also seeking joint custody of their children. The couple's restaurant, Swing Inn Cafe, has filed for Chapter 11 bankruptcy protection. The property features an infinity pool and a horse barn, features that appeal to luxury buyers.

Retrospective Examines the Legacy of the 2000 Video Game Deus Ex

A retrospective piece on the blog Filfre examines the video game Deus Ex. The article was shared on Hacker News, where it gathered 9 points with no comments at the time of retrieval. The provided source text contains only the link and metadata, so the specific arguments and details of the retrospective cannot be confirmed from this material. Readers would need to visit the original article for its full content.

Trump Reportedly Rebukes Immigration Chief After Melania Raises Deportation Concerns

According to a Wall Street Journal report, First Lady Melania Trump raised concerns with her husband that people she knew were being deported under his broad anti-immigration campaign. The report indicates that President Trump then reprimanded his immigration chief for pushing enforcement too far. The article relies on the Journal's reporting, and the details of the private conversation have not been independently confirmed. The source article does not specify the exact dates or the individuals involved in the deportations.

Canada sets lower immigration targets through 2029

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Kishore Biyani Charged in Rs 904-Crore SBI Fraud Case

Businessman Kishore Biyani has been charged in connection with a Rs 904-crore fraud case involving the State Bank of India. A complaint alleges that the company's directors moved substantial amounts of borrowed money to related firms and other linked entities. The complaint forms the basis of the charges against him. The article provides limited further detail on the timing and specific proceedings of the case.

Korean startup HOA unveils screen-free camera with open viewfinder for eye contact

Lutra, a South Korean startup, has launched a new brand called Humans of Authenticity (HOA). Its first product, the A1, is a digital camera without a rear screen that uses a large open viewfinder window. The lens and sensor sit near the center of that window, letting photographers keep eye contact with subjects while framing shots. A limited First Edition of just 100 units is expected to launch on December 1st, with preorders not yet open.

Judge blocks construction of Trump's proposed 250-foot arch after federal agency approval

A judge has halted construction of a planned 250-foot arch associated with President Trump, even though a federal agency had already approved the project. The Trump administration had hoped that building could begin as early as this week. The ruling pauses the project's progress while the legal dispute continues. The article provides few additional details beyond the court's intervention and the administration's timeline expectations.

Heavy rain, flood forecast for New York

New MacBook Pro Reviewed: Strong Build Quality Despite Uncertain Timing to Buy

Ars Technica suggests that buying a laptop right now is an odd moment, but says the new MacBook Pro does not cut corners on quality. The reviewer describes its screen as the best they have tested on a laptop. The article also points out that some buyers may have good reasons to hold off on a purchase. The source text provided is brief, so further details about pricing, specifications, or release timing are not available here.

KPop Demon Hunters 4K Blu-ray Drops to $24.99 at Barnes & Noble

The 4K Blu-ray edition of the animated hit KPop Demon Hunters is discounted from $49.95 to $24.99 at Barnes & Noble, though it cannot be shipped and must be picked up in store. Most retail stores also carry the disc, and the retailer lets buyers reserve a copy online for later pickup. Amazon was matching the price earlier but was offering a smaller discount at the time of the report, at $37.99. The 4K disc includes Dolby Vision HDR and Dolby Atmos sound, and the Criterion Collection release adds extras such as a feature-length animatic, a making-of documentary, and collectible postcards.

Crypto Firms Expand Into Stablecoins and Prediction Markets, but Profits Remain Elusive

Major crypto companies including Coinbase, Robinhood, and Circle are branching out into stablecoins, payments, and prediction markets. Their latest earnings reports, however, reveal the difficulty of insulating revenue from the industry's familiar boom-and-bust swings. The article suggests that finding new growth avenues has not automatically translated into reliable income. Companies remain exposed to the volatility that has long defined crypto markets. The piece frames the expansion as promising but financially uncertain.

Anderson in talks with Surrey to extend his county career

James Anderson is reportedly close to continuing his career in county cricket by moving to Surrey. The veteran seamer's potential switch follows Lancashire's decision not to retain him. Discussions are ongoing, and the move would see the experienced bowler extend his time in the domestic game. The report centres on the fast bowler seeking a new county home after his departure from Lancashire.

Steven Curtis Chapman's Show Hope Helps Over 10,000 Children Find Families

Show Hope, a non-profit founded in 2003 by Steven Curtis Chapman and Mary Beth, has helped more than 10,000 children secure permanent families. The organization accomplishes this through adoption grants it provides. To mark the milestone, a benefit concert featuring well-known artists is planned at the Grand Ole Opry. Each ticket sold will contribute five dollars toward the group's continuing programs.

New Wave of Bomb Threats Hits European Airlines

European airlines have been hit by a fresh round of bomb threats, according to reports carried by BBC World. The article notes that authorities have not connected these airline threats to separate threats made against media outlets. The available text is limited, so details such as the exact dates, affected carriers, and specific locations cannot be confirmed from this source. Investigators' findings and any official responses from the airlines or security agencies are not described in the provided material. Readers should consult further coverage for a fuller account of the incidents and their outcomes.

Punjab Minister Asks 'What About Haryana?' as Delhi Pollution Blame Game Intensifies

Punjab's Finance Minister has pushed back against criticism that places the blame for Delhi's worsening air quality on the state. As Delhi's AQI approached the 'severe' category, the minister questioned why attention was focused on the AAP-ruled Punjab rather than neighbouring Haryana. Separately, BJP MP Manoj Tiwari suggested that stubble-burning farm fires could be a deliberate conspiracy to spoil Diwali. The exchange highlights the ongoing political war of words between parties over the source of the capital's smog.

Probe agency raids premises linked to Punjab AAP MLA over alleged Rs 1-crore land scam

A probe agency has conducted raids on premises connected to a Punjab MLA from the Aam Aadmi Party in connection with an alleged Rs 1-crore land scam. Among the locations searched was a hospital-cum-de-addiction centre associated with Amandeep Kaur Arora, according to an official statement. The source report does not provide further details on the scope of the raids or the specific charges under investigation. The article is brief, so additional facts about the timing and outcome of the searches are not included. Further developments are awaited from the agency.