Gold fell to 4,199.97 USD/t.oz on December 2, 2025, down 0.75% from the previous day. Over the past month, Gold's price has risen 4.93%, and is up 58.92% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Gold - values, historical data, forecasts and news - updated on December of 2025.

The average price of gold in Mumbai stood at approximately ****** Indian rupees per ten grams during the financial year 2025, up from ****** Indian rupees per ten grams in the previous year. Nevertheless, the price of gold in the Indian city has experienced an overall increase in recent years.

Bullion Price: Monthly Average: Mumbai: Gold: Standard data was reported at 109,591.000 INR/10 g in Sep 2025. This records an increase from the previous number of 99,696.000 INR/10 g for Aug 2025. Bullion Price: Monthly Average: Mumbai: Gold: Standard data is updated monthly, averaging 10,311.000 INR/10 g from Apr 1990 (Median) to Sep 2025, with 426 observations. The data reached an all-time high of 109,591.000 INR/10 g in Sep 2025 and a record low of 3,285.000 INR/10 g in Jul 1990. Bullion Price: Monthly Average: Mumbai: Gold: Standard data remains active status in CEIC and is reported by Reserve Bank of India. The data is categorized under Global Database’s India – Table IN.PH: Memo Items: Bullion Price.

https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F19238395%2F16f18b685654bc1f07d8d614bcea2e13%2FScreenshot%202024-06-25%20141846.png?generation=1719305359168334&alt=media" alt="">

Gold Price Prediction in INR (2004-2024)🇮🇳 - Can You Forecast the Future? ✨

Data Description:

1. Time Period: October 2004 - December 2024 (20 years) - Long-term Trend Analysis!
2. Frequency: Monthly Average Gold Price (INR) - Uncover Seasonality!
3. Source: Financial Service Website (verified) ✅ - Reliable Data for Accurate Predictions!

Potential Applications:

• Time Series Analysis: Analyze trends and seasonality in gold prices. - Unravel the Gold Market Mystery! ️‍♀️
• Gold Price Prediction: Forecast future gold prices using ARIMA, SARIMA, fbProphet, etc. - Predict the Next Big Move!

Key Points:

• Long-Term Trend: Explore the evolution of gold prices over two decades. - See How Gold Has Changed Over Time! ⏳
• Prediction Models: Evaluate the effectiveness of different time series forecasting models. - Find the Best Tool for the Job!
• INR Focus: Gain insights specific to the Indian gold market. 🇮🇳 - Understand the Indian Gold Market Landscape! ️

⚠️ Note:

• Past performance does not guarantee future results.

Bonus:

This dataset allows you to explore the fascinating world of gold price prediction in the Indian market. Challenge yourself! Can you develop a model that outperforms the rest?

The price of gold per troy ounce increased considerably between 1990 and 2025, despite some fluctuations. A troy ounce is the international common unit of weight used for precious metals and is approximately **** grams. At the end of 2024, a troy ounce of gold cost ******* U.S. dollars. As of * June 2025, it increased considerably to ******** U.S. dollars. Price of – additional information In 2000, the price of gold was at its lowest since 1990, with a troy ounce of gold costing ***** U.S. dollars in that year. Since then, gold prices have been rising and after the economic crisis of 2008, the price of gold rose at higher rates than ever before as the market began to see gold as an increasingly good investment. History has shown, gold is seen as a good investment in times of uncertainty because it can or is thought to function as a good store of value against a declining currency as well as providing protection against inflation. However, unlike other commodities, once gold is mined it does not get used up like other commodities (for example, such as gasoline). So while gold may be a good investment at times, the supply demand argument does not apply to gold. Nonetheless, the demand for gold has been mostly consistent.

Get the latest insights on price movement and trend analysis of Gold in different regions across the world (Asia, Europe, North America, Latin America, and the Middle East Africa).

The dataset contains year- and month-wise compiled data on the average prices of Gold (Standard) and Silver at Mumbai in India

Note: Standard Gold means Gold having fineness 995 parts per thousand (%) and above

View monthly updates and historical trends for Gold Price. from United Kingdom. Source: World Bank. Track economic data with YCharts analytics.

After three years of decline, the Indian gold market increased by 162% to $X in 2021. In general, consumption showed a relatively flat trend pattern. As a result, consumption attained the peak level and is likely to continue growth in the immediate term.

View monthly updates and historical trends for Gold Price in Indian Rupee. Source: Gold Council. Track economic data with YCharts analytics.

Context

As you all know that, as per the observation of economists, according to the current trend, it seems that the yellow metal is performing better as an investment option in comparison to mutual funds, equities, real estate, and fixed deposits. The weak global economic outlook for the entire year is might be the reason why gold prices are surging. The yellow metal is considered as a financial instrument that does not erode in valuation during periods of economic turbulence. Many global investors are looking for safer investment options including gold as fears over a recession continue to grow.

Therefore here, need to forecast the price of the Gold in the future based on trend or seasonality using historical data from Jan 2006 to Sep 2020. The historical data has from Jan 2006 to Sep 2020.

Problem

To Predict or forecast the gold price in the near future. Hence, it would help Indian people aware of when to buy gold for their investments.

Data

The data contains the following fields, - Date, - Country, - State, - City, - Pure Gold (24 k), Priced indicated in INR - Standard Gold (22 k), Priced indicated in INR

The dataset will be updated soon for other states as well in India.

Acknowledgements

The dataset has scraped from www.livechennai.com. Gold Prices indicated in this data makes no guarantee or warranty on the accuracy or completeness of the data provided.

This dataset contains historical price data for seven essential metals traded on the Multi Commodity Exchange (MCX) India: Gold, Silver, Lead, Zinc, Copper, Nickel, and Aluminum. The data is meticulously collected to support prediction models, trend analysis, and statistical exploration of metal price movements.

The dataset includes: - Daily price data for 7 metals - Open price, high/low values, and closing prices - Data across multiple periods, useful for preliminary exploration, model training, and analysis

Description for each column in the dataset: 1. Date: The date on which the market data was recorded (format: DD-MM-YYYY). 2. Price: The closing price of Copper on the given date, reflecting the last traded price of the day. 3. Open: The opening price of Copper at the start of trading on the given date. 4. High: The highest price Copper reached during the trading day. 5. Low: The lowest price Copper traded at during the day. 6. Vol. (Volume): The total volume of Copper traded on the given day, typically in thousands (K). 7. Change %: The percentage change in the closing price from the previous trading day.

India: Gold production in kilograms: The latest value from 2023 is 1426 kilograms, an increase from 1358 kilograms in 2022. In comparison, the world average is 35695 kilograms, based on data from 91 countries. Historically, the average for India from 2001 to 2023 is 2306 kilograms. The minimum value, 1219 kilograms, was reached in 2021 while the maximum of 3900 kilograms was recorded in 2005.

Actual value and historical data chart for India Total Reserves Minus Gold Us Dollar

Gold is the most popular precious metal in the investment industry. The rate of return for gold investments fluctuated significantly during the period from 2002 to 2024 but generated positive returns in most years of the observed period. The return of gold as an investment reached almost ** percent in 2024, one of the highest recorded. Why is gold valuable? Gold is a precious metal with several practical uses, particularly in technology. For example, NASA uses gold to improve its lasers and protect sensitive things in space, including a part of the visor for its astronauts. However, a large share of the demand for gold worldwide is as an investment, particularly by central banks. Gold serves the purpose of an alternative to currency because it is relatively scarce but still has enough mine production to serve the financial sector. Gold as an investment Under the Bretton Woods agreement after World War II, the world’s major currencies were tied to the value of gold. This system, called the Gold Standard, ended in 1971. Still, most countries maintain significant gold reserves. Due to this history and the overall faith in the value of gold, the average gold price tends to increase in times of recession, making it an attractive investment in uncertain times.

Silver fell to 57.28 USD/t.oz on December 2, 2025, down 1.22% from the previous day. Over the past month, Silver's price has risen 19.11%, and is up 84.81% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Silver - values, historical data, forecasts and news - updated on December of 2025.

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.

https://i.ibb.co/C29bbXf/snapshot.png" alt="">

Acknowledgements

The data is collected from Yahoo finance.

Inspiration

Can you predict Gold prices accurately using traditional machine learning algorithms

The demand for gold across India was about *** metric tons in 2024. This represented an increase of five percent in comparison to the previous year, when the gold demand was *** metric tons. Gold supply Gold demand in India is principally met through imports. India is one of the leading countries for gold imports. In financial year 2022, the value of India’s gold imports was estimated at over *** trillion Indian rupees. The import of gold was a major cause for the country’s trade deficit. To curb imports, the Modi government changed India’s gold import policy. This was done by introducing a higher import duty and allowing import only via nominated agencies which were notified by the Reserve Bank of India and the Directorate General of Foreign Trade. The country produces a minimal amount of its gold needs through local mining. The volume of gold mined in India has remained below * metric tons since financial year 2013, while a small amount is also generated by the recycling the precious metal. Reasons to purchase gold Gold purchases are considered an important source of investment. Weddings and festivals across the country lead to major gold sales. Around ** percent of annual sales come from Deepavali, the Hindu festival of lights. The precious metal is considered auspicious and is worn on important occasions and ceremonies in India, mainly in the form of jewelry. Since 2010, more than *** metric tons of gold jewelry are consumed in the country every year.

Access updated Gold 22 Carat import data India with HS Code, price, importers list, Indian ports, exporting countries, and verified Gold 22 Carat buyers in India.

India Exports Unit Value Index: Gold, Monetary data was reported at 0.000 2012-2013=100 in 2023. This records a decrease from the previous number of 100.281 2012-2013=100 for 2022. India Exports Unit Value Index: Gold, Monetary data is updated yearly, averaging 0.000 2012-2013=100 from Mar 2014 (Median) to 2023, with 10 observations. The data reached an all-time high of 174.284 2012-2013=100 in 2021 and a record low of 0.000 2012-2013=100 in 2023. India Exports Unit Value Index: Gold, Monetary data remains active status in CEIC and is reported by Reserve Bank of India. The data is categorized under Global Database’s India – Table IN.JAB004: Exports Unit Value Index: 2012-2013=100.