The yield on US 10 Year Note Bond Yield rose to 4.12% on December 2, 2025, marking a 0.02 percentage points increase from the previous session. Over the past month, the yield has remained flat, and it is 0.11 points lower than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. US 10 Year Treasury Bond Note Yield - values, historical data, forecasts and news - updated on December of 2025.

Inspiration

If you find this dataset useful, pls drop a like.

Description

Here you can find daily in-depth data about the most liquid US bonds ETFs. I provide prices, volumes, and connected options' data. In my opinion, it's the best ETFs datasets on Kaggle you can find.

The data is presented in CSV format as follows: 1. Date. 2. Close Price. 3. Open Price. 4. Low Price. 5. High Price. 6. Volume - Total number of shares traded on security on the date. 7. Average Bid Ask Spread % - Average of all bid/ask spreads taken as a percentage of the mid price. 8. Total Put Volume - The total amount of put option contracts (all strike prices and all expiration dates) traded during the previous trading day. If there were no trades the previous day, this field will return the latest volume available, if any, from the most recent 10 trading days. 9. Total Call Volume - The total amount of call option contracts (all strike prices and all expiration dates) traded during the previous trading day. If there were no trades the previous day, this field will return the latest volume available, if any, from the most recent 10 trading days. 10. Put Call Open Interest Total - Total number of call and put option contracts (all strike prices and expiration dates) that have not been closed, liquidated, or delivered for the security during the previous trading day. 11. Call Open Interest Total - The total number of call option contracts (all available strikes and expirations) outstanding for a given underlying as of the close of the previous trading day, as reported by the exchange. 12. Short Interest - Total number of shares investors have sold short but have not yet bought back. 13. Short Interest Ratio - Short Interest divided by the average daily trading volume.

P.S. For historical values, the dates represent the end date of the period the data is for, not the date when the data was made publicly available. For example, if the data is for the two-week period ending on October 15 and that data is made publicly available on October 25, the date shown is October 15. For options' columns and bid-ask spread the data available from 2012 year.

The yield on US 30 Year Bond Yield rose to 4.76% on December 2, 2025, marking a 0.02 percentage points increase from the previous session. Over the past month, the yield has edged up by 0.06 points and is 0.35 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. United States 30 Year Bond Yield - values, historical data, forecasts and news - updated on December of 2025.

The yield on Romania 10Y Bond Yield rose to 7.00% on December 2, 2025, marking a 0.04 percentage points increase from the previous session. Over the past month, the yield has remained flat, and it is 0.38 points lower than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. Romania 10-Year Government Bond Yield - values, historical data, forecasts and news - updated on December of 2025.

The yield on India 10Y Bond Yield eased to 6.52% on December 2, 2025, marking a 0.06 percentage points decrease from the previous session. Over the past month, the yield has fallen by 0.03 points and is 0.24 points lower than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. India 10-Year Government Bond Yield - values, historical data, forecasts and news - updated on December of 2025.

The U.S. Treasury Savings Bonds: Issues, Redemptions, and Maturities by Series dataset provides the number of savings bonds that are issued, redeemed, and outstanding each month. The data is broken down by each series of savings bond (for example, Series E, Series EE, Series I, etc.) as well as whether the bonds are matured or unmatured. For each series, the difference between the number of savings bonds redeemed and issued is the number of outstanding savings bonds. This dataset does not contain information on the values or yields of the savings bonds.

The yield on United Kingdom 10Y Bond Yield rose to 4.51% on December 2, 2025, marking a 0.02 percentage points increase from the previous session. Over the past month, the yield has edged up by 0.07 points and is 0.26 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. UK 10 Year Gilt Bond Yield - values, historical data, forecasts and news - updated on December of 2025.

Days-of-Sales-Outstanding Time Series for Sho Bond Holdings. SHO-BOND Holdings Co.,Ltd. engages in repairing and reinforcing social infrastructures in Japan. The company is involved in civil engineering and construction work contracting; and provision of repair and reinforcement services for roads, bridges, tunnels, railways, and buildings, as well as port and harbor facilities, water supply and sewer systems, and irrigation channels. It also manufactures and sells synthetic resin materials, including adhesive, injection, sealing, filling, and lining materials used in repair and reinforcement work in the civil engineering and construction fields; and construction materials, as well as seismic-resistant products for bridges, such as expansion joints and prevention devices for bridge fall. The company was incorporated in 2008 and is headquartered in Tokyo, Japan.

Number-of-Days-of-Payables Time Series for Sho Bond Holdings. SHO-BOND Holdings Co.,Ltd. engages in repairing and reinforcing social infrastructures in Japan. It operates through the Domestic Construction and Others segments. The company is involved in civil engineering and construction work contracting; and provision of repair and reinforcement services for roads, bridges, tunnels, railways, and buildings, as well as port and harbor facilities, water supply and sewer systems, and irrigation channels. It also manufactures and sells synthetic resin materials, including adhesive, injection, sealing, filling, and lining materials used in repair and reinforcement work in the civil engineering and construction fields, as well as seismic-resistant products for bridges, such as expansion joints and prevention devices for bridge fall. The company was incorporated in 2008 and is headquartered in Tokyo, Japan.

Receivables-Turnover Time Series for Sho Bond Holdings. SHO-BOND Holdings Co.,Ltd. engages in repairing and reinforcing social infrastructures in Japan. It operates through the Domestic Construction and Others segments. The company is involved in civil engineering and construction work contracting; and provision of repair and reinforcement services for roads, bridges, tunnels, railways, and buildings, as well as port and harbor facilities, water supply and sewer systems, and irrigation channels. It also manufactures and sells synthetic resin materials, including adhesive, injection, sealing, filling, and lining materials used in repair and reinforcement work in the civil engineering and construction fields, as well as seismic-resistant products for bridges, such as expansion joints and prevention devices for bridge fall. The company was incorporated in 2008 and is headquartered in Tokyo, Japan.

The yield on China 10Y Bond Yield held steady at 1.83% on December 2, 2025. Over the past month, the yield has edged up by 0.07 points, though it remains 0.16 points lower than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. China 10-Year Government Bond Yield - values, historical data, forecasts and news - updated on December of 2025.

Context

NIFTY 500 is India’s first broad-based stock market index of the Indian stock market. It contains the top 500 listed companies on the NSE. The NIFTY 500 index represents about 96.1% of free-float market capitalization and 96.5% of the total turnover on the National Stock Exchange (NSE).

NIFTY 500 companies are disaggregated into 72 industry indices. Industry weights in the index reflect industry weights in the market. For example, if the banking sector has a 5% weight in the universe of stocks traded on the NSE, banking stocks in the index would also have an approximate representation of 5% in the index. NIFTY 500 can be used for a variety of purposes such as benchmarking fund portfolios, launching index funds, ETFs, and other structured products.

• Other Notable Indices -
  • NIFTY 50: Top 50 listed companies on the NSE. A diversified 50-stock index accounting for 13 sectors of the Indian economy.
  • NIFTY Next 50: Also called NIFTY Juniors. Represents 50 companies from NIFTY 100 after excluding the NIFTY 50 companies.
  • NIFTY 100: Diversified 100 stock index representing major sectors of the economy. NIFTY 100 represents the top 100 companies based on full market capitalization from NIFTY 500.
  • NIFTY 200: Designed to reflect the behavior and performance of large and mid-market capitalization companies.

Content

The dataset comprises various parameters and features for each of the NIFTY 500 Stocks, including Company Name, Symbol, Industry, Series, Open, High, Low, Previous Close, Last Traded Price, Change, Percentage Change, Share Volume, Value in Indian Rupee, 52 Week High, 52 Week Low, 365 Day Percentage Change, and 30 Day Percentage Change.

Dataset Glossary (Column-Wise)

Company Name: Name of the Company.

Symbol: A stock symbol is a unique series of letters assigned to a security for trading purposes.

Industry: Name of the industry to which the stock belongs.

Series: EQ stands for Equity. In this series intraday trading is possible in addition to delivery and BE stands for Book Entry. Shares falling in the Trade-to-Trade or T-segment are traded in this series and no intraday is allowed. This means trades can only be settled by accepting or giving the delivery of shares.

Open: It is the price at which the financial security opens in the market when trading begins. It may or may not be different from the previous day's closing price. The security may open at a higher price than the closing price due to excess demand for the security.

High: It is the highest price at which a stock is traded during the course of the trading day and is typically higher than the closing or equal to the opening price.

Low: Today's low is a security's intraday low trading price. Today's low is the lowest price at which a stock trades over the course of a trading day.

Previous Close: The previous close almost always refers to the prior day's final price of a security when the market officially closes for the day. It can apply to a stock, bond, commodity, futures or option co-contract, market index, or any other security.

Last Traded Price: The last traded price (LTP) usually differs from the closing price of the day. This is because the closing price of the day on NSE is the weighted average price of the last 30 mins of trading. The last traded price of the day is the actual last traded price.

Change: For a stock or bond quote, change is the difference between the current price and the last trade of the previous day. For interest rates, change is benchmarked against a major market rate (e.g., LIBOR) and may only be updated as infrequently as once a quarter.

Percentage Change: Take the selling price and subtract the initial purchase price. The result is the gain or loss. Take the gain or loss from the investment and divide it by the original amount or purchase price of the investment. Finally, multiply the result by 100 to arrive at the percentage change in the investment.

Share Volume: Volume is an indicator that means the total number of shares that have been bought or sold in a specific period of time or during the trading day. It will also involve the buying and selling of every share during a specific time period.

Value (Indian Rupee): Market value—also known as market cap—is calculated by multiplying a company's outstanding shares by its current market price.

52-Week High: A 52-week high is the highest share price that a stock has traded at during a passing year. Many market aficionados view the 52-week high as an important factor in determining a stock's current value and predicting future price movement. 52-week High prices are adjusted for Bonus, Split & Rights Corporate actions.

52-Week Low: A 52-week low is the lowest ...

Context

Historically, gold had been used as a form of currency in various parts of the world including the USA. In present times, precious metals like gold are held with central banks of all countries to guarantee re-payment of foreign debts, and also to control inflation which results in reflecting the financial strength of the country. Recently, emerging world economies, such as China, Russia, and India have been big buyers of gold, whereas the USA, SoUSA, South Africa, and Australia are among the big seller of gold.

Forecasting rise and fall in the daily gold rates can help investors to decide when to buy (or sell) the commodity. But Gold prices are dependent on many factors such as prices of other precious metals, prices of crude oil, stock exchange performance, Bonds prices, currency exchange rates, etc.

The challenge of this project is to accurately predict the future adjusted closing price of Gold ETF across a given period of time in the future. The problem is a regression problem, because the output value which is the adjusted closing price in this project is continuous value.

Content

Data for this study is collected from November 18th 2011 to January 1st 2019 from various sources. The data has 1718 rows in total and 80 columns in total. Data for attributes, such as Oil Price, Standard and Poor’s (S&P) 500 index, Dow Jones Index US Bond rates (10 years), Euro USD exchange rates, prices of precious metals Silver and Platinum and other metals such as Palladium and Rhodium, prices of US Dollar Index, Eldorado Gold Corporation and Gold Miners ETF were gathered.

The dataset has 1718 rows in total and 80 columns in total. Data for attributes, such as Oil Price, Standard and Poor’s (S&P) 500 index, Dow Jones Index US Bond rates (10 years), Euro USD exchange rates, prices of precious metals Silver and Platinum and other metals such as Palladium and Rhodium, prices of US Dollar Index, Eldorado Gold Corporation and Gold Miners ETF were gathered.

The historical data of Gold ETF fetched from Yahoo finance has 7 columns, Date, Open, High, Low, Close, Adjusted Close, and Volume, the difference between Adjusted Close and Close is that the closing price of a stock is the price of that stock at the close of the trading day. Whereas the adjusted closing price takes into account factors such as dividends, stock splits, and new stock offerings to determine a value. So, Adjusted Close is the outcome variable which is the value you have to predict.

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Acknowledgements

The data is collected from Yahoo finance.

Inspiration

Can you predict Gold prices accurately using traditional machine learning algorithms

The yield on Canada 10Y Bond Yield eased to 3.25% on December 2, 2025, marking a 0.01 percentage points decrease from the previous session. Over the past month, the yield has edged up by 0.09 points and is 0.13 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. Canada 10-Year Government Bond Yield - values, historical data, forecasts and news - updated on December of 2025.

The yield on Japan 10Y Bond Yield eased to 1.86% on December 2, 2025, marking a 0.02 percentage points decrease from the previous session. Over the past month, the yield has edged up by 0.20 points and is 0.78 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. Japan 10 Year Government Bond Yield - values, historical data, forecasts and news - updated on December of 2025.

The yield on Germany 10Y Bond Yield eased to 2.70% on November 21, 2025, marking a 0.02 percentage points decrease from the previous session. Over the past month, the yield has edged up by 0.14 points and is 0.44 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. Germany 10-Year Bond Yield - values, historical data, forecasts and news - updated on November of 2025.

The yield on France 10Y Bond Yield rose to 3.49% on December 1, 2025, marking a 0.07 percentage points increase from the previous session. Over the past month, the yield has edged up by 0.04 points and is 0.57 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. France 10-Year Government Bond Yield - values, historical data, forecasts and news - updated on December of 2025.

The yield on Italy 10Y Bond Yield eased to 3.44% on December 3, 2025, marking a 0.02 percentage points decrease from the previous session. Over the past month, the yield has edged up by 0.04 points and is 0.23 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. Italy 10-Year Government Bond Yield - values, historical data, forecasts and news - updated on December of 2025.

The yield on Japan 30 Year Bond Yield rose to 3.40% on December 2, 2025, marking a 0.01 percentage points increase from the previous session. Over the past month, the yield has edged up by 0.36 points and is 1.11 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. Japan 30 Year Bond Yield - values, historical data, forecasts and news - updated on December of 2025.

The yield on Spain 10Y Bond Yield rose to 3.24% on December 2, 2025, marking a 0.01 percentage points increase from the previous session. Over the past month, the yield has edged up by 0.08 points and is 0.49 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. Spain 10-Year Government Bond Yield - values, historical data, forecasts and news - updated on December of 2025.