This dataset can be used to predict the stock market. The data is extracted from MT5 terminal integrated in python.

The datasets include the minute by minute fluctuations of Gold and Silver prices over from 1st of January 2023 to 17th April 2025. The data can be used to train models for seasonality or a minute-by-minute approach.

The data has 7 columns:

• Time: The minute in which the event or movement occurred (Can be converted to Datetype with pd.to_datatime)
• Open Price
• High Price
• Low Price
• Close Price (The Feature to Predict if desired)
• Tick Volume: The Volume at the in which the event or movement occurred
• EMA: Exponential Moving Average (Technical Estimator for Risk management in the predictions and overall better performance)
• OBV: On-Balance Volume (Technical Estimator for Risk management in the predictions and overall better performance)

Two datasets are used;

Achilles Data Gold-Silver: with 1,416,340 rows to predict Gold, Silver and other Metals. Achilles Data Gold: with 708,264 rows to predict Gold, Silver and other Metals.

You may find the paper of our implementation here: https://doi.org/10.48550/arXiv.2410.21291

In 2025, ** percent of adults in the United States invested in the stock market. This figure has remained steady over the last few years and is still below the levels before the Great Recession, when it peaked in 2007 at ** percent. What is the stock market? The stock market can be defined as a group of stock exchanges where investors can buy shares in a publicly traded company. In more recent years, it is estimated an increasing number of Americans are using neobrokers, making stock trading more accessible to investors. Other investments A significant number of people think stocks and bonds are the safest investments, while others point to real estate, gold, bonds, or a savings account. Since witnessing the significant one-day losses in the stock market during the financial crisis, many investors were turning towards these alternatives in hopes for more stability, particularly for investments with longer maturities. This could explain the decrease in this statistic since 2007. Nevertheless, some speculators enjoy chasing the short-run fluctuations, and others see value in choosing particular stocks.

Techsalerator offers an extensive dataset of End-of-Day Pricing Data for all 93 companies listed on the Bucharest Stock Exchange* (XBSE) in Romania. 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 Romania:

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 Romania:

Bucharest Stock Exchange Domestic Company Index: The main index that tracks the performance of domestic companies listed on the Bucharest Stock Exchange. This index provides an overview of the overall market performance in Romania.

Bucharest Stock Exchange Foreign Company Index: The index that tracks the performance of foreign companies listed on the Bucharest Stock Exchange. This index reflects the performance of international companies operating in Romania.

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

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

Company C: A major player in the Romanian 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 Bucharest Stock Exchange.

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If you're interested in accessing Techsalerator's End-of-Day Pricing Data for Romania, 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 Romania ?

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 Romania ?

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 Romania 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,...

Techsalerator offers an extensive dataset of End-of-Day Pricing Data for all 28 companies listed on the Dar es Salaam Stock Exchange (XDAR) in Tanzania. 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.

‍

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

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.

‍

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

Dar es Salaam Stock Exchange (DSE) Domestic Company Index: The main index that tracks the performance of domestic companies listed on the Dar es Salaam Stock Exchange. This index provides an overview of the overall market performance in Tanzania.

Dar es Salaam Stock Exchange (DSE) Foreign Company Index: The index that tracks the performance of foreign companies listed on the Dar es Salaam Stock Exchange. This index reflects the performance of international companies operating in Tanzania.

Company A: A prominent Tanzanian company with diversified operations across various sectors, such as telecommunications, energy, or banking. This company's stock is widely traded on the Dar es Salaam Stock Exchange.

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

Company C: A major player in the Tanzanian agricultural sector, involved in the production and distribution of agricultural products. This company's stock is listed and actively traded on the Dar es Salaam Stock Exchange.

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If you're interested in accessing Techsalerator's End-of-Day Pricing Data for Tanzania, 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.

‍

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 Tanzania ?

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 Tanzania?

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 Tanzania 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...

🇪🇺 유럽연합

China Commodity Trading Market over 100 M Yuan: Number of Market: Other Special Market data was reported at 30.000 Unit in 2023. This records a decrease from the previous number of 35.000 Unit for 2022. China Commodity Trading Market over 100 M Yuan: Number of Market: Other Special Market data is updated yearly, averaging 44.500 Unit from Dec 2008 (Median) to 2023, with 16 observations. The data reached an all-time high of 60.000 Unit in 2012 and a record low of 30.000 Unit in 2023. China Commodity Trading Market over 100 M Yuan: Number of Market: Other Special Market data remains active status in CEIC and is reported by National Bureau of Statistics. The data is categorized under China Premium Database’s Wholesale, Retail and Catering Sector – Table CN.RJA: Commodity Trading Market over 100 Million Yuan: Number of Market.

The industry has seen a dynamic shift in recent years. The sector has shown notable resilience amid changing consumer preferences and fluctuating economic conditions. The rising demand for convenience and health-focused products has driven wholesalers to adapt quickly. Innovations like automated warehousing and sustainable packaging have reflected the industry's dedication to efficiency and environmental responsibility. Despite these advancements, increasing input costs and supply chain disruptions have created significant obstacles. Industry-wide revenue has been growing at a CAGR of 1.5% over the past five years and is expected to total $491.4 billion in 2024, when revenue will climb by an estimated 1.4%. In the last five years, e-commerce and direct-to-consumer sales have fundamentally changed wholesaler operations, prompting substantial investments in digital infrastructure and logistics. Health and wellness trends have increased demand for organic, non-GMO specialty diet products, pushing wholesalers to expand their product range. Cultural diversity and the popularity of global cuisines have heightened the demand for ethnic and international foods. However, traditional staples like canned goods and sugary beverages have experienced fluctuating demand because of shifting consumer preferences and rising health awareness. Looking ahead, the next five years suggest a transformation in the industry. Technological advancements, particularly in AI and robotics, are anticipated to improve operational efficiency and inventory management. Sustainability will remain a significant focus, with eco-friendly packaging and supply chain practices becoming standard in the industry. Also, the sustained growth of online grocery shopping will push wholesalers to refine their digital strategies and enhance last-mile delivery capabilities. As health-conscious consumers increasingly seek nutritious options, wholesalers must prioritize stocking healthier and specialty products. Overall, the industry is poised for growth, driven by innovation and a continued commitment to meeting the evolving demands of consumers. Still, revenue is forecast to grow at a CAGR of 1.7% over the five years through 2030 to total $534.2 billion.

Techsalerator offers an extensive dataset of End-of-Day Pricing Data for all 14 companies listed on the Belarus Currency and Stock Exchange (BCSE) in Belarus. 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.

‍

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

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.

‍

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

Belarusian Currency: The Belarusian ruble (BYN) is the official currency of Belarus. Monitoring the exchange rate of the Belarusian ruble against major foreign currencies provides insights into the country's economic stability and trade dynamics.

Belarusian Stock Exchange Index (BASE): The BASE index represents the performance of companies listed on the Belarusian Currency and Stock Exchange (BCSE). It tracks the overall trends in the Belarusian stock market.

Company A: A prominent Belarusian company in a key sector such as energy, manufacturing, or technology. The stock of this company contributes to the diversity of the market and reflects trends in the respective sector.

Company B: A leading Belarusian company in the agriculture or food processing sector. The stock of this company reflects the performance of the agricultural industry in Belarus.

Company C: A significant Belarusian company in the banking or financial services sector. The stock of this company is influential in the financial sector of Belarus.

‍

If you're interested in accessing Techsalerator's End-of-Day Pricing Data for Belarus, 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.

‍

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 Belarus ?

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 Belarus?

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 Belarus 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 transfers, facilitating a conveni...

United States - Equity Market Volatility Tracker: Other Regulation was 1.15093 Index in September of 2025, according to the United States Federal Reserve. Historically, United States - Equity Market Volatility Tracker: Other Regulation reached a record high of 4.21884 in March of 2025 and a record low of 0.00000 in February of 1986. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Equity Market Volatility Tracker: Other Regulation - last updated from the United States Federal Reserve on November of 2025.

In 2024, the Azerbaijani other agglomerates market decreased by -7.9% to $16K, falling for the second consecutive year after two years of growth. Over the period under review, consumption, however, showed a relatively flat trend pattern. As a result, consumption reached the peak level of $19K. From 2023 to 2024, the growth of the market remained at a somewhat lower figure.

Establishments in this sector sell various goods via stalls and markets. Goods include carpets and rugs; books; games and toys; household appliances and consumer electronics as well as music and video recordings.

This data was use to examine the intricate relationship between financial market volatility and macroeconomic stability through an empirical analysis across 211 countries, utilizing World Bank data from 1995 to 2024.

The Human Identification Market is estimated to be valued at USD 1.7 billion in 2025 and is projected to reach USD 5.5 billion by 2035, registering a compound annual growth rate (CAGR) of 12.5% over the forecast period.

Establishments in this sector sell various goods via stalls and markets. Goods include carpets and rugs; books; games and toys; household appliances and consumer electronics as well as music and video recordings.

Global Polyacrylamide Market was valued at $5.39 Billion in 2022, and is projected to reach $10.23 Billion by 2030, at a CAGR of 8.34% from 2023 to 2030.

Forecast: Tomato Ketchup and Other Tomato Sauces Market Size Volume Per Capita in the UK 2024 - 2028 Discover more data with ReportLinker!

Blockchain data dashboard: Polymarket US Elections vs Other Markets

The operation Other market services index (MSI) offers a set of short-term indicators of the evolution of sales and employed personnel in the Market Services sector in the Autonomous Community of Euskadi, both at current prices and at constant prices. Sales are also estimated by Historical Territory. The other market services sector includes transport and storage activities, hotels and catering, information and communication services, as well as professional, scientific and technical activities and administrative and auxiliary services. Sections G, H, I, J, M and N of the National Classification of Economic Activities, CNAE-2009.The indices adjusted for calendar effects offer comparable estimates on a year-on-year basis, whilst for quarter-on-quarter comparisons, the seasonally adjusted indices are provided.

Forecast: Bacon and Other Cured Cuts Market Size Value in the UK 2022 - 2026 Discover more data with ReportLinker!

Printing, paper, food, textile and other machinery manufacturing is a collection of several subsegments that produce industrial machinery for their downstream manufacturing industries. Demand hinges on activity in discrete downstream markets, as downstream producers purchase machinery in response to domestic and international demand for manufactured goods. Due to this, the industry is influenced by the overall level of industrial production and the amount of private investment in industrial equipment across the economy. Higher steel prices and heightened competition from low-cost imports also damaged the industry. Printing, Paper, Food, Textile and Other Machinery Manufacturing industry revenue has expanded at a CAGR of 1.4% over the five years to 2025 and is expected to total $32.9 billion, when revenue will fall by an estimated 1.5%. Industry-wide performance has been volatile over the past five years as input prices fluctuated tremendously and economic uncertainty increased. Also, rapidly fluctuating input costs, namely steel prices, have placed downward pressure on industry profitability. The volatile nature of steel cannot be offset by rapidly changing selling prices. The culmination of these factors has resulted in a much riskier environment. Nonetheless, profit has improved from profit lows, reaching 12.0% in 2025. Over the outlook period, industry revenue growth will improve and follow broader consumer spending increases. This will result in greater industrial production and higher investment in industrial equipment. International demand will lead to an uptick in exports over the outlook period, while the waning value of the US dollar will mitigate import competition. Printing, Paper, Food, Textile and Other Machinery Manufacturing industry revenue is expected to expand at a CAGR of 2.9% to $37.9 billion over the five years to 2030. Industry profit will also improve as raw input prices fall over the coming years.