Poland's main stock market index, the WIG, fell to 110618 points on December 2, 2025, losing 1.16% from the previous session. Over the past month, the index has declined 1.29%, though it remains 36.78% higher than a year ago, according to trading on a contract for difference (CFD) that tracks this benchmark index from Poland. Warsaw Stock Exchange WIG Index - values, historical data, forecasts and news - updated on December of 2025.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

WIG20 Index: A Polish Stock Market Mystery?

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

Techsalerator offers an extensive dataset of End-of-Day Pricing Data for all 416 companies listed on the Poland Over the Counter Stock Exchange (CETO) in Poland. This dataset includes the closing prices of equities (stocks), bonds, and indices at the end of each trading session. End-of-day prices are vital pieces of market data that are widely used by investors, traders, and financial institutions to monitor the performance and value of these assets over time.

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Top 5 used data fields in the End-of-Day Pricing Dataset for Poland:

1. Equity Closing Price :The closing price of individual company stocks at the end of the trading day.This field provides insights into the final price at which market participants were willing to buy or sell shares of a specific company.

2. Bond Closing Price: The closing price of various fixed-income securities, including government bonds, corporate bonds, and municipal bonds. Bond investors use this field to assess the current market value of their bond holdings.

3. Index Closing Price: The closing value of market indices, such as the Botswana stock market index, at the end of the trading day. These indices track the overall market performance and direction.

4. Equity Ticker Symbol: The unique symbol used to identify individual company stocks. Ticker symbols facilitate efficient trading and data retrieval.

5. Date of Closing Price: The specific trading day for which the closing price is provided. This date is essential for historical analysis and trend monitoring.

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Top 5 financial instruments with End-of-Day Pricing Data in Poland:

Warsaw Stock Exchange (WSE) Domestic Company Index: The main index that tracks the performance of domestic companies listed on the Warsaw Stock Exchange. This index provides an overview of the overall market performance in Poland.

Warsaw Stock Exchange (WSE) Foreign Company Index: The index that tracks the performance of foreign companies listed on the Warsaw Stock Exchange. This index reflects the performance of international companies operating in Poland.

Company A: A prominent Polish company with diversified operations across various sectors, such as manufacturing, technology, or finance. This company's stock is widely traded on the Warsaw Stock Exchange.

Company B: A leading financial institution in Poland, offering banking, insurance, or investment services. This company's stock is actively traded on the Warsaw Stock Exchange.

Company C: A major player in the Polish energy or consumer goods sector, involved in the production and distribution of related products. This company's stock is listed and actively traded on the Warsaw Stock Exchange.

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If you're interested in accessing Techsalerator's End-of-Day Pricing Data for Poland, please contact info@techsalerator.com with your specific requirements. Techsalerator will provide you with a customized quote based on the number of data fields and records you need. The dataset can be delivered within 24 hours, and ongoing access options can be discussed if needed.

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Data fields included:

Equity Ticker Symbol Equity Closing Price Bond Ticker Symbol Bond Closing Price Index Ticker Symbol Index Closing Price Date of Closing Price Equity Name Equity Volume Equity High Price Equity Low Price Equity Open Price Bond Name Bond Coupon Rate Bond Maturity Index Name Index Change Index Percent Change Exchange Currency Total Market Capitalization Dividend Yield Price-to-Earnings Ratio (P/E) ‍

Q&A:

1. How much does the End-of-Day Pricing Data cost in Poland ?

The cost of this dataset may vary depending on factors such as the number of data fields, the frequency of updates, and the total records count. For precise pricing details, it is recommended to directly consult with a Techsalerator Data specialist.

1. How complete is the End-of-Day Pricing Data coverage in Poland?

Techsalerator provides comprehensive coverage of End-of-Day Pricing Data for various financial instruments, including equities, bonds, and indices. Thedataset encompasses major companies and securities traded on Poland exchanges.

1. How does Techsalerator collect this data?

Techsalerator collects End-of-Day Pricing Data from reliable sources, including stock exchanges, financial news outlets, and other market data providers. Data is carefully curated to ensure accuracy and reliability.

1. Can I select specific financial instruments or multiple countries with Techsalerator's End-of-Day Pricing Data?

Techsalerator offers the flexibility to select specific financial instruments, such as equities, bonds, or indices, depending on your needs. While the dataset focuses on Botswana, Techsalerator also provides data for other countries and international markets.

1. How do I pay for this dataset?

Techsalerator accepts various payment methods, including credit cards, direct transfers, ACH, and wire ...

Newspaper Price in Poland - 2023. Find the latest marketing data on the IndexBox platform.

From 2018 to 2023, Newspaper exports failed to regain momentum with a sharp decline in value to $223M in 2023.

In 2021, the retail sales index of newspapers, books, and other sales in specialized stores at constant prices year-on-year increased by *** percent compared to the previous year in Poland.

In January 2023, the garlic price went down by -7% compared to the previous month, amounting to $2,949 per ton (CIF, Poland).

In 2024, the EU cash register market decreased by -2.1% to $2.6B, falling for the third consecutive year after two years of growth.

The newspapers Gazeta Wyborcza and Fakt Gazeta Codzienna were the leading daily paper among men in Poland over the period of time observed, reaching an average of *** percent of the male population each.

From January 2023 to October 2023, the growth of the exports remained at a slightly lower figure. In value terms, Newspaper exports dropped significantly to $2.9M in October 2023.

Fakt was the leading daily newspaper in Poland in 2024, with an average *** percent reach of readers. Gazeta Wyborcza and Super Express followed, with a *** and *** percent CPW, respectively.

In 2021, nearly *** in ***** Poles preferred to receive information about cosmetic news directly in the store. Every fifth liked to receive such information via e-mail.

From 2018 to 2023, Newspaper exports showed slower growth, declining to $238M in value terms by 2023.

From 2016 to 2023, Sign exports saw sluggish growth, only reaching $93M in 2023.

Imports of Hydrazine And Hydroxylamine peaked at 3K tons in 2021 but decreased in the following years, with imports valued at $5.6M in 2024.

In April 2023, the price of Margarine And Shortening remained steady at $1,926 per ton (FOB, Poland), maintaining the same level as the previous month.

In April 2023, the price of Hand Tools reached $11,892 per ton (CIF, Poland), showing a 7.3% increase compared to the previous month.

The exports of Plastic Sanitary Ware reached a peak of 17M units in 2020, but from 2021 to 2024, they remained at a slightly lower level. In terms of value, the exports of plastic sanitary ware saw a sharp decline to $186M in 2024.

In April 2023, the price of Lard reached $3,128 per ton (FOB, Poland), showing a 31% increase compared to the previous month.

In March 2023, the banana price stood at $924 per ton (CIF, Poland), rising by 1.6% against the previous month.