Graph and download economic data for Global Price Index of All Commodities (PALLFNFINDEXQ) from Q1 2003 to Q1 2025 about World, commodities, price index, indexes, and price.

Iron Ore fell to 96.71 USD/T on July 11, 2025, down 0.05% from the previous day. Over the past month, Iron Ore's price has risen 1.31%, but it is still 11.74% lower than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Iron Ore - values, historical data, forecasts and news - updated on July of 2025.

Lumber fell to 599.02 USD/1000 board feet on July 11, 2025, down 1.89% from the previous day. Over the past month, Lumber's price has fallen 2.99%, but it is still 37.54% higher than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Lumber - values, historical data, forecasts and news - updated on July of 2025.

According to ** decision makers in the global mining and metals industry who participated in the survey, a ** percent share of the respondents stated that copper prices are more likely to recover the quickest post-COVID-19.

Other mineral commodity prices, such as nickel, coal, and aluminum, are not expected to recover as easily as copper and gold following the pandemic. For instance, the global demand for coal fell significantly during the pandemic, which led to prices falling sharply.

Crude Oil rose to 68.75 USD/Bbl on July 11, 2025, up 3.27% from the previous day. Over the past month, Crude Oil's price has risen 1.04%, but it is still 16.37% lower than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Crude Oil - values, historical data, forecasts and news - updated on July of 2025.

Wheat fell to 545.50 USd/Bu on July 11, 2025, down 1.62% from the previous day. Over the past month, Wheat's price has risen 3.61%, but it is still 0.95% lower than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Wheat - values, historical data, forecasts and news - updated on July of 2025.

The global energy price index stood at around 101.5 in 2024. Energy prices were on a decreasing trend that year, and forecasts suggest the price index would decrease below 80 by 2026. Price indices show the development of prices for goods or services over time relative to a base year. Commodity prices may be dependent on various factors, from supply and demand to overall economic growth. Electricity prices around the world As with overall fuel prices, electricity costs for end users are dependent on power infrastructure, technology type, domestic production, and governmental levies and taxes. Generally, electricity prices are lower in countries with great coal and gas resources, as those have historically been the main sources for electricity generation. This is one of the reasons why electricity prices are lowest in resource-rich countries such as Iran, Qatar, and Russia. Meanwhile, many European governments that have introduced renewable surcharges to support the deployment of solar and wind power and are at the same time dependent on fossil fuel imports, have the highest household electricity prices. Benchmark oil prices One of the commodities found within the energy market is oil. Oil is the main raw material for all common motor fuels, from gasoline to kerosene. In resource-poor and remote regions such as the United States' states of Alaska and Hawaii, or the European country of Cyprus, it is also one of the largest sources for electricity generation. Benchmark oil prices such as Europe’s Brent, the U.S.' WTI, or the OPEC basket are often used as indicators for the overall energy price development.

Sharp economic volatility, the continued effects of high interest rates and mixed sentiment among investors created an uneven landscape for stock and commodity exchanges. While trading volumes soared in 2020 due to the pandemic and favorable financial conditions, such as zero percent interest rates from the Federal Reserve, the continued effects of high inflation in 2022 and 2023 resulted in a hawkish pivot on interest rates, which curtailed ROIs across major equity markets. Geopolitical volatility amid the Ukraine-Russia and Israel-Hamas wars further exacerbated trade volatility, as many investors pivoted away from traditional equity markets into derivative markets, such as options and futures to better hedge on their investment. Nonetheless, the continued digitalization of trading markets bolstered exchanges, as they were able to facilitate improved client service and stronger market insights for interested investors. Revenue grew an annualized 0.1% to an estimated $20.9 billion over the past five years, including an estimated 1.9% boost in 2025. A core development for exchanges has been the growth of derivative trades, which has facilitated a significant market niche for investors. Heightened options trading and growing attraction to agricultural commodities strengthened service diversification among exchanges. Major companies, such as CME Group Inc., introduced new tradeable food commodities for investors in 2024, further diversifying how clients engage in trades. These trends, coupled with strengthened corporate profit growth, bolstered exchanges’ profit. Despite current uncertainty with interest rates and the pervasive fear over a future recession, the industry is expected to do well during the outlook period. Strong economic conditions will reduce investor uncertainty and increase corporate profit, uplifting investment into the stock market and boosting revenue. Greater levels of research and development will expand the scope of stocks offered because new companies will spring up via IPOs, benefiting exchange demand. Nonetheless, continued threat from substitutes such as electronic communication networks (ECNs) will curtail larger growth, as better technology will enable investors to start trading independently, but effective use of electronic platforms by incumbent exchange giants such as NASDAQ Inc. can help stem this decline by offering faster processing via electronic trade floors and prioritizing client support. Overall, revenue is expected to grow an annualized 3.5% to an estimated $24.8 billion through the end of 2031.

In 2025, the price of platinum is forecast to hover around 1,150 U.S. dollars per troy ounce. Meanwhile, the cost of per troy ounce of gold is expected to amount to 1,700 U.S. dollars.

Precious metals

Precious metals are counted among the most valuable commodities worldwide. The most well known such metals are gold, silver and the platinum group metals. A precious metal can be used as an industrial commodity or as an investment. The major areas of application include the following sectors: technology, car-making, industrial manufacturing and jewelry making. Furthermore, gold and silver are used as coinage metals, and gold reserves are held by the central banks of many countries worldwide in order to store value or for use as a redemption medium. The idea behind this procedure is that gold reserves will help secure and stabilize the countries’ respective currencies. At 8,100 tons, the United States is the country with the most extensive stock of gold. It is kept in an underground vault at the New York Federal Reserve Bank.

Russia, the United States, Canada, South Africa and China are the main producers of precious metals. Silver is the most abundant of the metals, followed by gold and palladium. Barrick Gold is the world’s largest gold mining company. The Toronto-based firm produced some five million ounces of gold in 2020. The leading silver producers include Mexico-based Fresnillo, Poland’s KGHM Polska Miedž and the mining giant Glencore. Anglo Platinum and Impala are the key mining companies to produce platinum group metals.

In 2023, Silver prices are expected to settle at around 23.5 U.S. dollars per troy ounce. It is expected to remain the precious metal with the lowest value per ounce. The price of gold is forecast to drop to around 1,663 U.S. dollars per ounce, making it the most expensive precious metal in 2023.

Plummeting commodity prices, China’s economic malaise, and global financial market turbulence have recently wreaked havoc on African economies. This paper investigates whether, and to what extent, these intertwined shocks spillover into the Tanzanian economy. The author finds that a 1 percentage point (ppts) drop in China’s investment growth is associated with a decline in Tanzania’s export growth of roughly 0.60 ppts. A 1 percent fall in commodity prices leads to 0.65 percent lower exports value. The results suggest that a hard landing of the Chinese economy to its ‘new normal’ would doubtless send shock waves through the Tanzanian economy by further driving down commodity demand and prices as well as lowering development finance. In contrast, financial market volatility has a fairly negligible impact on economic growth. The main results stand up well to a wide-array of robustness checks.

Aluminum fell to 2,603.70 USD/T on July 11, 2025, down 0.21% from the previous day. Over the past month, Aluminum's price has risen 3.25%, and is up 4.95% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Aluminum - values, historical data, forecasts and news - updated on July of 2025.

Coffee futures decline for the third day due to US tariffs on major producers, affecting global demand and market prices.

Graph and download economic data for Global price of Agr. Raw Material Index (PRAWMINDEXM) from Jan 1990 to May 2025 about materials, World, indexes, and price.

Graph and download economic data for Producer Price Index by Commodity: All Commodities (PPIACO) from Jan 1913 to May 2025 about commodities, PPI, inflation, price index, indexes, price, and USA.

The global coal price index reached 138.87 index points in May 2025. This was a decrease compared to the previous month, which also reflected a fall in the overall fuel energy price index. The global coal index expresses trading of Australian and South African coal, as both countries are among the largest exporters of coal worldwide. How coal profited from the 2022 gas crunch Throughout 2022, coal prices saw a significant net increase. This was largely due to greater fuel and electricity demand as countries slowly exited more stringent coronavirus restrictions, as well as fallout from the Russia-Ukraine war. As many European countries moved to curtailing gas imports from Russia, coal became the alternative to fill the power supply gap, more than doubling the annual average price index between 2021 and 2022. Main coal traders and receivers Although China makes up by far the largest share of worldwide coal production, it is among those countries consuming the majority of its extracted raw materials domestically. In terms of exports, Indonesia, the world's third-largest coal producer, trades more coal than any other country, followed by Australia and Russia. Meanwhile, Japan, South Korea, and Germany are among the leading coal importers, as these countries rely heavily on coal for electricity and heat generation.

On July 7, 2025, the Brent crude oil price stood at 69.62 U.S. dollars per barrel, compared to 67.93 U.S. dollars for WTI oil and 69.92 U.S. dollars for the OPEC basket. Prices rose slightly that week, following signs of an increase in demand.Europe's Brent crude oil, the U.S. WTI crude oil, and OPEC's basket are three of the most important benchmarks used by traders as reference for oil and gasoline prices. Lowest ever oil prices during coronavirus pandemic In 2020, the coronavirus pandemic resulted in crude oil prices hitting a major slump as oil demand drastically declined following lockdowns and travel restrictions. Initial outlooks and uncertainty surrounding the course of the pandemic brought about a disagreement between two of the largest oil producers, Russia and Saudi Arabia, in early March. Bilateral talks between global oil producers ended in agreement on April 13th, with promises to cut petroleum output and hopes rising that these might help stabilize the oil price in the coming weeks. However, with storage facilities and oil tankers quickly filling up, fears grew over where to store excess oil, leading to benchmark prices seeing record negative prices between April 20 and April 22, 2020. How crude oil prices are determined As with most commodities, crude oil prices are impacted by supply and demand, as well as inventories and market sentiment. However, as oil is most often traded in future contracts (whereby a contract is agreed upon, while the product delivery will follow in the next two to three months), market speculation is one of the principal determinants for oil prices. Traders make conclusions on how production output and consumer demand will likely develop over the coming months, leaving room for uncertainty. Spot prices differ from futures in so far as they reflect the current market price of a commodity.

High price volatility among various commodities and the recent lowering of interest rates has fueled strong growth among commodity contracts intermediation brokers. While the national economy has continued to recover following a period of high inflationary pressures, recent rate cuts by the Federal Reserve and continued price volatility of oil and agricultural products strengthened commodity contracts’ popularity. Short-term contracts and future continue to facilitate interest among brokers, with revenue growing at a CAGR of 4.6% to an estimated $21.8 billion through the end of 2024, including an estimated 2.3% boost in 2024 alone. Profit continues to remain steady, as higher price volatility and lower interest rates continue to facilitate favorable market conditions for commodity traders. Banks, once outsized players in the industry, have significantly downsized or completely ended their commodity trading activities. This has put significant downward pressure on revenue as these institutions have been forced to limit proprietary trading due to the Volcker rule, enacted prior to the current period. The decreased presence of banks in the industry has allowed smaller players to enter the industry, exacerbating fragmentation among various service groups. The inflationary spike played a key role in buoying growth, with recent geopolitical conflicts in the Middle East and Europe strengthening commodity price volatility. Moving forward, commodity contract intermediaries face a less certain landscape, as anticipated declines in global oil prices and the agricultural price index will dampen the popularity of long-term commodity trades. Increased demand for metal and energy products and the low inventories of metal commodities are expected to sustain a significant revenue stream for brokers. However, further uncertainty surrounding rising tensions in the Middle East will impact the types of trades made by commodity traders. Greater automation and adoption of new technologies such as blockchain will offer a workflow enhancement in the longer term. Nonetheless, an expected decline in global oil prices is poised to cause revenue to fall at a CAGR of 1.0% to an estimated $20.8 billion through the end of 2029.

Graph and download economic data for Producer Price Index by Commodity: Farm Products: Soybeans (WPU01830131) from Jan 1947 to May 2025 about beans, agriculture, commodities, PPI, inflation, price index, indexes, price, and USA.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

if the stock market goes down during a recession, you should sell all of your investments to minimize your losses.

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

Overview
The March edition of Agricultural commodities contains ABARES' latest outlook for Australia's key agricultural commodities to 2022-23. The report provides commodity production and export forecasts.

It also includes articles and boxes that cover: Farm performance - broadacre and dairy farms; Australia's competitiveness in the fresh produce export market; Changes to China's grain policy; The Peru FTA; Market diversity of Australian wine exports; and, Trends in Australian cotton and horticulture production.

Key Issues

Commodity production forecasts • The gross value of farm production is forecast to decline by 5 per cent to $59 billion in 2017-18, reflecting an assumed return to average seasonal conditions, before increasing by 3 per cent to $61 billion in 2018-19. ◦ The gross value of farm production nevertheless remains high. If realised, the forecast value of farm production in 2018-19 would be around 11 per cent higher than the average of $55 billion over the five years to 2016-17. ◦ The gross value of farm production is forecast to grow steadily over the outlook period to around $63 billion by 2022-23 (in 2017-18 dollars). Strong demand for livestock and some horticultural products, and improved productivity in cropping, are expected to support growth.

• The gross value of livestock production is forecast to increase by around 3 per cent to $29.6 billion in 2018-19, following a forecast increase of 2 per cent in 2017-18. ◦ The value of lamb, wool and dairy production is forecast to contribute strongly to growth in the value of livestock production in 2018-19 (as in 2017-18), driven by strong export demand (particularly from China). ◦ The value of beef and veal production is forecast to fall slightly, as a decline in export prices offsets an increase in the volume of beef produced. Despite the fall in price, returns are well above the historical average and supportive of farm profitability.

• The gross value of crop production is forecast to increase by 3 per cent to $31 billion in 2018-19, after a forecast decline of 11 per cent in 2017-18. ◦ The decline in 2017-18 follows record production of wheat, barley and canola in 2016-17 due to very favourable seasonal conditions during winter and spring. ◦ In 2018-19 the value of wheat, coarse grains and canola production is forecast to underpin growth in the value of total crop production. Wheat yields are assumed to improve (and to be around trend) following the frosts, above average temperatures and dry conditions during the winter of 2017. Area planted to coarse grains is forecast to increase due to strong global demand for feed and rotational constraints to planting pulses. Canola production is expected to increase as prices become comparatively favourable to the low coarse grain and falling pulse prices.

Commodity export forecasts • Export earnings from farm commodities are forecast to be $48.5 billion in 2018-19, slightly higher than the forecast $47 billion in 2017-18. • Export earnings for fisheries products are forecast to increase by 1 per cent in 2018-19 to $1.5 billion, after increasing by a forecast 5 per cent in 2017-18. • In 2018-19 export earnings are forecast to rise for canola (22 per cent), cotton (17 per cent), barley (12 per cent), lamb (9 per cent), wool (7 per cent), wheat (6 per cent), rock lobster (4 per cent) and live feeder/slaughter cattle (1 per cent). ◦ Forecast higher prices are a strong contributor to growth in export earnings. In Australian dollar terms, export prices of cotton (11 per cent), wheat (9 per cent), wool (4 per cent), barley (4 per cent), mutton (4 per cent), rock lobster (3 per cent), lamb (2 per cent) and cheese (1 per cent) are forecast to increase in 2018-19.

• Export earnings are forecast to decline in 2018-19 for chickpeas (54 per cent), sugar (11 per cent) and wine (2 per cent). Export earnings for beef and veal, cheese and mutton are forecast to be unchanged. ◦ The decline in export earnings for these commodities is driven by a fall in export prices. Prices for chickpeas (27 per cent), sugar (11 per cent) and wine (2 per cent) are forecast to fall due to increasing global supply and competition. Prices for beef and veal (3 per cent), live feeder/slaughter cattle (3 per cent) and canola (1 per cent) are also forecast to decline.

• In 2022-23 the value of farm exports is projected to be around $49.6 billion (in 2017-18 dollars), 8 per cent higher than the average of $46 billion over the five years to 2016-17 in real terms. ◦ The value of crop exports is projected to be $25.2 billion in 2022-23 (in 2017-18 dollars), 2.4 per cent higher than the average of $24.6 billion over the five years to 2016-17 in real terms. The value of livestock exports is projected to be $24.4 billion in 2022-23 (in 2017-18 dollars), 15 per cent higher than the average of $21 billion over the five years to 2016-17 in real terms.

Assumptions underlying this set of commodity forecasts

Forecasts of commodity production and exports are based on global and domestic demand and supply assumptions.

• On the demand side, stronger world economic growth will translate to higher per person incomes in most of Australia's export markets, supporting stronger demand. ◦ World economic growth is assumed to be 3.7 per cent in 2018 and 2019. From 2020 to 2023 economic growth is assumed to average 3.6 per cent. ◦ Economic growth in Australia is assumed to be 3 per cent in 2018-19 and over the medium term to 2022-23. ◦ The Australian dollar is assumed to average US76 cents in 2018-19, slightly lower than the forecast average of US78 cents in 2017-18. It is assumed to depreciate further to US74 cents in 2019-20 and remain at that level over the outlook period.

• On the supply side, agricultural production is assumed to be consistent with average seasonal conditions in Australia and globally. ◦ Seasonal conditions have significant implications for crop yields and livestock production cycles.