Industry Data
-
Commodity prices: metals, materials and chemicals?
Annual commodity prices are tabulated in this database for 70 material commodities, as a useful reference file; covering steel prices, other metal prices, chemicals prices, polymer prices, with data going back to 2012, all compared in $/ton. We have updated the data-file for 2024 data in May-2025.
-
Battery gigafactory capex costs?
This data-file captures battery Gigafactory capex costs, by region, by chemistry, by company and over time, by looking across a sample of 40 major projects. Capex costs average $80/kWh-pa of capacity. Each GWH pa of capacity is associated with 70 full-time employees.
-
US energy consumption by State and by source?
Total useful energy consumption in the US runs at 12,500 TWH pa, or 37 MWH pp pa. But this data-file disaggregates useful US energy consumption by State and by energy source, from 2000 to 2024. The US energy system is not a monolith, but full of amazing regional variation.
-
Servo motors: cost calculator?
Servo motors form a $16bn pa market, used in robotics, precision manufacturing equipment, CNC machines, aerospace and med-tech. This data-file estimates the costs of servo-motors, based on underlying controller costs, motor costs and reduction gear costs. Hence we have attempted a simple servo motor cost calculator.
-
Global commodity demand: sensitivity to GDP?
Global commodity demand is levered to GDP. Specifically, for each +/- 1% acceleration or deceleration in global GDP, commodity demand tends to accelerate or decelerate by +/- 1.4%, with a 70% R-squared, across 25 examples that are indexed in this data-file. Oil demand sensitivity to GDP is particularly interesting.
-
Radioactivity of materials: energy, Rare Earths and nuclear?
This data-file captures the radioactivity of materials: ranging from 10Bq/kg in sea-water, to 100Bq/kg in humans, to 300Bq/kg in Brazil nuts (the most radioactivity food), to 1,000Bq/kg in coal ash, 2,000Bq/kg in copper tailings, 0.5-1MBq/kg in Rare Earth concentrates and tailings, to 4M Bq/kg in uranium ore, 0.2 bn Bq/kg in nuclear fuel and 10-100…
-
Peak power demand by region (and case studies)
This data-file tracks the timing and magnitude of peak power demand, across different grids in the North Hemisphere, with case studies. This matters for grid-planning, gas peakers and batteries. In the US, peak demand is typically driven by high AC loads in summer heatwaves. In Europe’s milder climate, only c10% of homes have AC, and…
-
Global commodity trade: by product by region?
Commodities comprise over $6trn of of the world’s $33trn pa in global trade, or around 20%, alongside $10trn in services, $2trn of electronic goods, $1trn in cars, $1trn in mechanical capital goods. This data-file breaks down global commodity imports and exports, by country and by region.
-
US electricity demand: by sector, by use, over time?
US electricity sales reached 4,000 TWH in 2024, rising +2.3% YoY, and bringing the trailing ten-year CAGR to 0.5% pa. The current breakdown is 38% residential, 36% commercial, 26% industrial. All three are now growing. To help understand load growth, this data-file is a breakdown of US electricity demand by sector, by use and over…
-
Carbon markets: by category over time?
This data-file quantifies global carbon markets by category over time, including the EU ETS as an example of a compliance market, RECs, CCS and VERRA-certified “carbon credits”, across categories such as REDD, reforestation and other “carbon offsets”. We also draw analogies with charitable giving and forecast carbon markets out to 2050.
Content by Category
- Batteries (89)
- Biofuels (44)
- Carbon Intensity (49)
- CCS (63)
- CO2 Removals (9)
- Coal (38)
- Company Diligence (94)
- Data Models (837)
- Decarbonization (160)
- Demand (110)
- Digital (59)
- Downstream (44)
- Economic Model (204)
- Energy Efficiency (75)
- Hydrogen (63)
- Industry Data (278)
- LNG (48)
- Materials (82)
- Metals (80)
- Midstream (43)
- Natural Gas (148)
- Nature (76)
- Nuclear (23)
- Oil (164)
- Patents (38)
- Plastics (44)
- Power Grids (129)
- Renewables (149)
- Screen (117)
- Semiconductors (32)
- Shale (51)
- Solar (67)
- Supply-Demand (45)
- Vehicles (90)
- Wind (43)
- Written Research (353)