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Poland

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PSE power-system demand, NBP weekly data, GUS flash indicators

Poland Nowcast

updated 2026-10-15

Model estimates of not-yet-published official statistics, updated daily through each release cycle. Accuracy shown is each model’s own out-of-sample backtest.

GDP, quarterly nowcast for 2026Q3: +0.71% QoQ, 80% band -0.32 to +1.37. Backtest MAE 0.531% QoQ over 70 periods.

GDP, quarterly

2026Q3
+0.71% QoQ

80% band -0.32 … +1.37

quarter-end readrelease ~2026-11-13beats benchmark

Backtest: MAE 0.531 · 92% of AR error · direction 84% · n=70

Industrial production nowcast for 2026-09: +1.01% MoM, 80% band -1.00 to +2.65. Backtest MAE 1.116% MoM over 183 periods.

Industrial production

2026-09
+1.01% MoM

80% band -1.00 … +2.65

pre-release readrelease ~2026-10-22beats benchmark

Backtest: MAE 1.116 · 97% of AR error · direction 61% · n=183

Retail sales nowcast for 2026-09: +0.61% MoM, 80% band -1.00 to +2.30. Backtest MAE 0.941% MoM over 176 periods.

Retail sales

2026-09
+0.61% MoM

80% band -1.00 … +2.30

pre-release readrelease ~2026-10-22beats benchmark

Backtest: MAE 0.941 · 99% of AR error · direction 56% · n=176

Unemployment rate nowcast for 2026-09: -0.01pp change, 80% band -0.11 to +0.10. Backtest MAE 0.065pp change over 177 periods.

Unemployment rate

2026-09
-0.01pp change→ 3.4% rate

80% band -0.11 … +0.10

pre-release readrelease ~2026-11-01beats benchmark

Backtest: MAE 0.065 · 98% of AR error · direction 50% · n=177

Staggered combination of an official-data block, a survey/indicator bridge and an autoregressive benchmark, re-weighted through the data release cycle. Backtests are walk-forward against the latest vintage; pandemic-window observations are excluded from estimation and shown separately. Sources: GUS, Eurostat, European Commission surveys, public high-frequency data.

High Speed vs Official Macro

High-speed series (gold, left axis) shown against the official statistics they lead (dark, right axis). Last 4 years.

Activity Index vs Unemployment

Daily vs Monthly

Activity Index vs GDP

Daily vs Quarterly

All Poland High-Speed Indicators

Freshness F (11)

28 datasets tracked. 41 series with seasonal factors. Last 5 years shown.

View
Smoothing
Sector

Electricity Demand

Fresh · 2026-10-15Daily

National grid load, MW per day (daily mean) — PSE (Polish TSO). Direct from the operator, no aggregator.

Daily Flights

Fresh · 2026-10-15Daily

Flights to/from/within Poland vs 2019 reference (Eurocontrol). Daily, back to 2022 — stitched from the Eurocontrol dashboard plus the airport-traffic census.

Discount Codes & Coupons

Warning · 2026-10-11Weekly

Search interest, weekly — Google Trends, Poland.

*kod rabatowy, kupon rabatowy, promocje, kody zniżkowe

Cheap Groceries & Budget Shopping

Warning · 2026-10-11Weekly

Search interest, weekly — Google Trends, Poland.

*tanie zakupy, gazetka biedronka, gazetka lidl, promocje biedronka

Buy Now Pay Later & Second-Hand

Warning · 2026-10-11Weekly

Search interest, weekly — Google Trends, Poland.

*raty zero, kup teraz zapłać później, olx, vinted

Job Search

Warning · 2026-10-11Weekly

Search interest, weekly — Google Trends, Poland.

*praca, pracuj.pl, oferty pracy, olx praca

Unemployment Benefits

Warning · 2026-10-11Weekly

Search interest, weekly — Google Trends, Poland.

*zasiłek dla bezrobotnych, urząd pracy, pup, rejestracja w urzędzie pracy

Layoffs & CV / Gig Work

Stale · 2026-10-04Weekly

Search interest, weekly — Google Trends, Poland.

*zwolnienie z pracy, wzór cv, praca dodatkowa, praca dorywcza

Houses for Sale

Warning · 2026-10-11Weekly

Search interest, weekly — Google Trends, Poland.

*domy na sprzedaż, otodom, mieszkania na sprzedaż, mieszkanie na sprzedaż

Rent a Flat

Warning · 2026-10-11Weekly

Search interest, weekly — Google Trends, Poland.

*mieszkania do wynajęcia, wynajem mieszkania, stancja, pokój do wynajęcia

Mortgage Rates & First-Time Buyer

Warning · 2026-10-11Weekly

Search interest, weekly — Google Trends, Poland.

*kredyt hipoteczny, oprocentowanie kredytu hipotecznego, zdolność kredytowa, kredyt na mieszkanie

Eviction & Rent Arrears

Stale · 2026-09-27Weekly

Search interest, weekly — Google Trends, Poland.

*eksmisja, zaległości w czynszu, wypowiedzenie umowy najmu, dodatek mieszkaniowy

Personal Loans

Stale · 2026-10-04Weekly

Search interest, weekly — Google Trends, Poland.

*kredyt gotówkowy, pożyczka, pożyczka online, kredyt online

Debt & Credit Score

Stale · 2026-10-04Weekly

Search interest, weekly — Google Trends, Poland.

*bik, długi, oddłużanie, windykacja

Savings & Emergency Loans

Stale · 2026-10-04Weekly

Search interest, weekly — Google Trends, Poland.

*lokata, konto oszczędnościowe, chwilówka, pożyczka bez bik

Car Finance

Stale · 2026-10-04Weekly

Search interest, weekly — Google Trends, Poland.

*kredyt samochodowy, leasing samochodu, leasing, kredyt na auto

Online Shopping Deals

Stale · 2026-10-04Weekly

Search interest, weekly — Google Trends, Poland.

*allegro, promocje allegro, okazje, pepper

Seasonal Sales & Electronics

Stale · 2026-10-04Weekly

Search interest, weekly — Google Trends, Poland.

*black friday, promocje rtv euro agd, media expert promocje, wyprzedaż

Dining Out

Stale · 2026-09-27Weekly

Search interest, weekly — Google Trends, Poland.

*restauracja w pobliżu, pyszne.pl, zamów jedzenie, glovo

Switch Energy Supplier

Stale · 2026-10-04Weekly

Search interest, weekly — Google Trends, Poland.

*zmiana sprzedawcy prądu, porównanie cen prądu, tani prąd, taryfa prądu

Energy Bill Stress & Solar

Stale · 2026-10-04Weekly

Search interest, weekly — Google Trends, Poland.

*rachunek za prąd, rachunek za gaz, dodatek węglowy, fotowoltaika

Port calls (all vessels)

Warning · 2026-10-09Daily

IMF PortWatch — daily, with 28-day average and YoY%. Poland.

Maritime imports (est. tons)

Warning · 2026-10-09Daily

IMF PortWatch — daily, with 28-day average and YoY%. Poland.

Maritime exports (est. tons)

Warning · 2026-10-09Daily

IMF PortWatch — daily, with 28-day average and YoY%. Poland.

Container ship calls

Warning · 2026-10-09Daily

IMF PortWatch — daily, with 28-day average and YoY%. Poland.

Tanker calls

Warning · 2026-10-09Daily

IMF PortWatch — daily, with 28-day average and YoY%. Poland.

Dry-bulk ship calls

Warning · 2026-10-09Daily

IMF PortWatch — daily, with 28-day average and YoY%. Poland.