Industry Data
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Commodity prices: metals, materials and chemicals?
Annual commodity prices are tabulated in this database for 70 materials commodities; covering steel prices, other metal prices, chemicals prices, polymer prices, all with data going back to 2012. 2022 was a record year for commodities. The average material commodity traded 25% above its 10-year average and 60% of all material commodities made ten-year highs.
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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.
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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.
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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…
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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…
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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.
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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…
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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.
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Shale water costs: transport, treatment and disposal?
Shale water costs might average $0.3/bbl for filtering and recycling, $0.4/bbl to procure new water, $1/bbl for disposal and $3/bbl for full treatment back to agricultural/cooling-quality water. There is variability in water properties and throughout shale basins. This data-file aggregates disclosures into shale water costs.
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Load profiles in power grids?
Load profiles depict how the power running through a particular cross-section of the grid varies over time, ranging from individual homes, through giant GVA-scale transmission lines. Load profile data are unfortunately not widely available, however, we have aggregated a dozen case studies from technical papers, in this data-file, to help decision-makers with grid-modeling.
Content by Category
- Batteries (87)
- Biofuels (42)
- Carbon Intensity (49)
- CCS (63)
- CO2 Removals (9)
- Coal (38)
- Company Diligence (92)
- Data Models (824)
- Decarbonization (159)
- Demand (110)
- Digital (58)
- Downstream (44)
- Economic Model (201)
- Energy Efficiency (75)
- Hydrogen (63)
- Industry Data (276)
- LNG (48)
- Materials (81)
- Metals (76)
- Midstream (43)
- Natural Gas (146)
- Nature (76)
- Nuclear (23)
- Oil (163)
- Patents (38)
- Plastics (44)
- Power Grids (124)
- Renewables (149)
- Screen (112)
- Semiconductors (30)
- Shale (51)
- Solar (67)
- Supply-Demand (45)
- Vehicles (90)
- Wind (43)
- Written Research (347)