KalQLater starts with a question, checks it against public datasets, shows the calculations and publishes the parts of the story that survive the evidence.
The Supreme Court killed IEEPA tariffs 6-3, and about $122B in refunds has been certified, but it goes to importers, not shoppers. Prices are unlikely to fall.
59 published analyses, newest first. Every article shows its sources, calculations and limitations.
2027 Marketplace sticker prices are set to rise about 15% after a 26% benchmark jump in 2026, and with enhanced credits gone the 400% cliff is back.
NRF forecasts a $1.013 trillion holiday season, but after 3.7% inflation real growth is about 0.5%, and Which? found 83% of Black Friday deals were matched at other times.
Canada's 2027–2029 levels plan is due by 1 November. The notional 2027 target is 380,000 PRs, while temporary arrivals have been cut 43% since 2025.
Canada's EV rebate pays up to $5,000 in 2026, but only on cars with a final price of $50,000 or less built outside China. It drops to $4,000 on 1 January 2027.
The Deutschlandticket rises to €66.80 in 2027, 36% above its €49 launch price. It still pays off from about 17 single trips a month in big cities.
German pensions are forecast to rise 4.4% in July 2027, about €66 a month on a €1,500 pension. Mütterrente III adds €21.26 per child, but only from 2028.
The UAE’s voluntary savings scheme only beats gratuity through returns: on AED 10,000 basic, 10 years pays AED 84,960 at 0% vs AED 83,836 gratuity, but AED 106,947 at 5%.
OpenAI is reportedly raising at $1.25 trillion, about 25x its ~$50B revenue run rate, after losing $38.5B in 2025. We check the price against Big Tech.
From 6 April 2027, sole traders and landlords with over £30,000 of gross turnover in 2025-26 must report quarterly to HMRC. About 970,000 people join.
Park Pulse compares online interest with official National Park Service visitation data.
Explore Park Pulse →Attention surged. Visits barely moved.
Compare a Dubai offer with rent, food, Indian EMI, family support, lifestyle and expected savings—not currency conversion alone.
Test a Dubai salary →Each pillar contains sub-pillars and final research pages. We only expand a silo when there is enough reliable public data to make it useful.
AI, software, platforms and developer activity — tested against employment, adoption and usage data.
Employment, telework, skills and labour-market signals — compared with the story people are hearing.
Destination momentum, visitor arrivals and outbound travel — measured with official tourism statistics.
Prices, purchases, transport and adoption — where attention and actual consumer behaviour agree or diverge.
When two official sources disagree, we show the disagreement. When a chart cannot prove causation, we say so.
These are research questions, not promised conclusions. Some will be dropped if the public data is not good enough.