Explore short and medium-term Gold price forecast analysis and check long-term Gold predictions for 2026, 2030, and beyond.

Description for Kaggle Project

Title: Gold Price Prediction

Subtitle: Analysis and Forecasting Using Gold Price Data from Kaggle's goldstock.csv

Description This project aims to analyze and forecast gold prices using a comprehensive dataset spanning from January 19, 2014, to January 22, 2024. The dataset, sourced from Kaggle, includes daily gold prices with key financial metrics such as opening and closing prices, trading volume, and the highest and lowest prices recorded each trading day. Through this project, we perform time series analysis, develop predictive models, formulate and backtest trading strategies, and conduct market sentiment and statistical analyses.

Upload an Image - Choose a relevant image such as a graph of gold price trends, a gold bar, or an illustrative image related to financial data analysis.

Datasets - Source: Kaggle - File: goldstock.csv

Context, Sources, and Inspiration -Context: Understanding the dynamics of gold prices is crucial for investors and financial analysts. This project provides insights into historical price trends and equips users with tools to predict future prices. - Sources: The dataset is sourced from Kaggle and contains historical gold price data obtained from Nasdaq. Inspiration: The inspiration behind this project is to enable researchers, analysts, and data enthusiasts to make informed decisions, develop trading strategies, and contribute to a broader understanding of market behavior.

Gold rose to 4,533.64 USD/t.oz on March 27, 2026, up 3.51% from the previous day. Over the past month, Gold's price has fallen 14.82%, but it is still 46.99% higher than a year ago, 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 March of 2026.

This dataset provides historical data on gold prices , covering the time series of daily gold prices over 5years. Each record typically includes the following columns:

Date - The specific date of the recorded price. Open - The price of gold at the beginning of the trading day. High - The highest recorded price of gold during the trading day. Low - The lowest recorded price of gold during the trading day. Close - The final price of gold at the close of trading. Adj Close - The closing price adjusted for dividends and stock splits. Volume - The number of gold-related assets traded on that day (if available).

This statistic depicts the average annual prices for gold from 2014 to 2024 with a forecast until 2026. In 2024, the average price for gold stood at 2,388 U.S. dollars per troy ounce, the highest value recorded throughout the period considered. In 2026, the average gold price is expected to increase, reaching 3,200 U.S. dollars per troy ounce.

Explore short and medium-term GOLD 24 Carat/Oz price prediction analysis and check long-term GOLD 24 Carat/Oz forecasts for 2026, 2030, and beyond.

Gold Futures (GC=F) Price Prediction Dataset

This dataset contains cleaned historical Gold Futures (GC=F) price data along with predictions generated using a Long Short-Term Memory (LSTM) deep learning model.

The dataset is designed for financial time-series analysis, forecasting, and machine learning research.

Files Included

clean_price_data.csv

Daily OHLCV gold futures data with engineered technical indicators.

Columns: - Open — Opening price - High — Daily high price - Low — Daily low price - Close — Closing price - Volume — Trading volume - Returns — Daily percentage returns - Ma_7 — 7-day moving average - Ma_21 — 21-day moving average - Volatility — 21-day rolling volatility

price_predictions.csv

Model output generated using an LSTM neural network.

Columns: - Actual — Actual closing prices - Predicted — LSTM-predicted closing prices

Data Source

• Yahoo Finance
• Ticker: GC=F (Gold Futures)

Use Cases

• Financial time-series forecasting
• Deep learning model benchmarking
• Quantitative finance research
• Trading strategy experimentation
• Interactive dashboards and visualization

Disclaimer

This dataset is intended for educational and research purposes only. It does not constitute financial or investment advice.

Update Frequency

This dataset may be updated periodically with newer market data.

Check XAU/USD forecast for today, tomorrow, this week, and next week. Discover the Gold vs. US dollar long-term trend for 2026 and 2027 to 2030.

This dataset contains the predicted prices of the asset GOLD over the next 16 years. This data is calculated initially using a default 5 percent annual growth rate, and after page load, it features a sliding scale component where the user can then further adjust the growth rate to their own positive or negative projections. The maximum positive adjustable growth rate is 100 percent, and the minimum adjustable growth rate is -100 percent.

This dataset contains daily gold futures market data for the last five years, sourced from Yahoo Finance using the ticker GC=F.

It is designed specifically for time-series forecasting tasks, where the objective is to model and predict future gold prices using historical trends and technical indicators.

The dataset includes traditional OHLCV market data (Open, High, Low, Close, Volume) along with commonly used technical analysis indicators such as moving averages, volatility measures, RSI, MACD, and Bollinger Bands.

This makes it suitable for: • Financial time-series forecasting • Deep learning models (LSTM, GRU) • Statistical models (ARIMA, SARIMA) • Prophet forecasting • Feature engineering and EDA ⸻

📊 Columns Description

date – Trading date.

open – Opening price of gold futures for the day.

high – Highest price reached during the trading session.

low – Lowest price reached during the trading session.

close – Closing price of gold futures for the day.

volume – Trading volume for gold futures contracts.

ma_7 – 7-day moving average of closing price.

ma_30 – 30-day moving average of closing price.

ma_90 – 90-day moving average of closing price.

daily_return – Percentage change in closing price from the previous day.

volatility_7 – 7-day rolling standard deviation of daily returns.

volatility_30 – 30-day rolling standard deviation of daily returns.

rsi – Relative Strength Index, a momentum indicator measuring overbought/oversold conditions.

macd – Moving Average Convergence Divergence value.

macd_signal – Signal line for MACD.

bb_upper – Upper Bollinger Band.

bb_lower – Lower Bollinger Band.

⸻

🎯 Use Cases • Gold price forecasting • Financial trend analysis • Volatility modeling • Feature importance studies • Time-series ML projects

Historical AI model predictions and analysis for Gold (spot) stock across multiple timeframes and confidence levels

Explore short and medium-term Meld Gold price prediction analysis and check long-term Meld Gold forecasts for 2026, 2030, and beyond.

Dataset

This dataset was created by Fatemeh Ebrahimikia

Contents

Comprehensive dataset of Wall Street analyst gold price forecasts for 2026, including institutional targets, sentiment analysis, and consensus metrics

Explore short and medium-term $GOLD price prediction analysis and check long-term $GOLD forecasts for 2026, 2030, and beyond.

This dataset contains the predicted prices of the asset Gram Gold over the next 16 years. This data is calculated initially using a default 5 percent annual growth rate, and after page load, it features a sliding scale component where the user can then further adjust the growth rate to their own positive or negative projections. The maximum positive adjustable growth rate is 100 percent, and the minimum adjustable growth rate is -100 percent.

Gold prices Jan 2026: China USD 151786372/MT, India USD 151786480/MT, USA USD 151786457/MT.

The Kuwaiti gold market soared to $X in 2021, jumping by 142% against the previous year. This figure reflects the total revenues of producers and importers (excluding logistics costs, retail marketing costs, and retailers' margins, which will be included in the final consumer price). In general, consumption showed prominent growth. As a result, consumption reached the peak level and is likely to continue growth in the immediate term.

This dataset contains the predicted prices of the asset Physical Gold over the next 16 years. This data is calculated initially using a default 5 percent annual growth rate, and after page load, it features a sliding scale component where the user can then further adjust the growth rate to their own positive or negative projections. The maximum positive adjustable growth rate is 100 percent, and the minimum adjustable growth rate is -100 percent.

The Indian gold market represents a cornerstone of the global precious metals landscape, characterized by deep cultural significance, substantial economic weight, and complex dynamics between domestic demand and international supply. As of the 2026 edition of this analysis, India stands as one of the world's largest consumers of gold, with consumption reaching 1.1K tons in 2021, placing it on par with China and behind only the United Kingdom in global volume terms. This consumption is predominantly met thro