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.

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

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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?

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).

In April 2020, the price of gold in India was ****** U.S. dollars per troy ounce, a decrease compared to the previous year. This can be attributed to the COVID-19 pandemic during which the country was under lockdown. In addition, the gold price in January 2020 was ****** U.S. dollars per troy ounce, which was a decrease compared to the year before.

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.

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.

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.

This dataset provides a comprehensive overview of currency values across USD, EUR, GBP, INR, AED, and CNY from 2001 to 2024. It showcases a general upward trend in values, reflecting global economic growth interspersed with periods of fluctuation. The USD, EUR, and GBP have shown relatively steady growth, with major leaps around 2006 and 2020, likely mirroring the impact of significant economic events such as the 2008 financial crisis and the COVID-19 pandemic. The sharp increases in 2020 and subsequent years suggest economic disruptions and recoveries tied to global health and economic challenges.

The dataset also highlights distinct economic dynamics in emerging and developed markets. For instance, the Indian Rupee (INR) and the Chinese Yuan (CNY) show significant long-term increases, indicating robust economic expansion in these regions. Meanwhile, more developed currencies, like the AED, exhibit consistent but less volatile growth patterns, reflective of their established economic stability. The data set's year-over-year progression offers a valuable lens for examining economic resilience, currency depreciation, and overall market trends, which are critical for analysts, investors, and policymakers in financial and economic planning.

The USD/INR exchange rate rose to 90.0340 on December 2, 2025, up 0.47% from the previous session. Over the past month, the Indian Rupee has weakened 1.48%, and is down by 6.32% over the last 12 months. Indian Rupee - values, historical data, forecasts and news - updated on December of 2025.

india - Indian Rupees to U.S. Dollar Spot Exchange Rate was 83.65660 Indian Rupees to 1 U.S. $ in January of 2024, according to the United States Federal Reserve. Historically, india - Indian Rupees to U.S. Dollar Spot Exchange Rate reached a record high of 83.65660 in January of 2024 and a record low of 73.93510 in January of 2021. Trading Economics provides the current actual value, an historical data chart and related indicators for india - Indian Rupees to U.S. Dollar Spot Exchange Rate - last updated from the United States Federal Reserve on November of 2025.

Graph and download economic data for Real Broad Effective Exchange Rate for India (RBINBIS) from Jan 1994 to Oct 2025 about broad, India, exchange rate, currency, real, and rate.

Graph and download economic data for Currency Conversions: US Dollar Exchange Rate: Spot, End of Period: National Currency: USD for India (CCUSSP02INA650N) from 1960 to 2023 about India, exchange rate, currency, and rate.

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

Graph and download economic data for Currency Conversions: US Dollar Exchange Rate: Average of Daily Rates: National Currency: USD for India (CCUSMA02INM618N) from Jan 1957 to Oct 2025 about India, exchange rate, currency, and rate.

Indian Rupees to USD Exchange Rate - Historical chart and current data through 2025.