What does thirty years of bilateral trade data tell us about world trade in base metals? Who makes it, who buys it, which HS6 lines dominate, and how complex is it on average? HS Section 15is one of 21 top-level groupings in the Harmonized Commodity Description and Coding System maintained by the World Customs Organization (WCO, Harmonized System Nomenclature, 2022 edition; HS92 applied here for back-compatibility with 1995 trade).
world trade 2024$1.55T
cagr 1995-20244.7%
top exporterCHN
hs6 products587
mean pci1.55
Figure 1
World trade in base metals, 1995–2024
World exports in HS Section 15 grew from $407.1B in 1995 to $1.55T in 2024, a CAGR of 4.7%. Values are f.o.b. exports summed across all reporters in BACI; nominal USD, no deflator applied. Year-to-year swings combine quantity and price effects.
Source: CEPII BACI 202501, 1995-2024, joined to HS92 section codes.
Cite: Hossen, M. D. (2026). World trade in base metals, 1995–2024. TradeWeave Workbench.cite
@misc{hossen_2026_figure-1,
author = {Md Deluair Hossen},
title = {World trade in base metals, 1995–2024},
year = {2026},
howpublished = {TradeWeave Workbench},
url = {https://tradeweave.org},
note = {Figure: Figure 1}
}
show query
SELECT year, SUM(export_value) * 1000 AS world_usd
FROM 'data/parquet/country_year_product/**/*.parquet' cyp
JOIN 'data/parquet/products.parquet' p ON p.code = cyp.product_code
WHERE CAST(p.section AS INTEGER) = 15
GROUP BY year ORDER BY year;
Who produces it, who buys it
Exporter concentration reflects where productive capacity sits in this section. Comparing the exporter table with the importer table reads as a dependency map: where the gap is large, the section is geographically separated between producers and consumers.
Figure 2
Top 15 exporters in base metals, 2024
Figure 3
Top 15 importers in base metals, 2024
Which HS6 lines lead the section
HS Sections are coarse. Within this section, the 10 largest HS6 lines reveal what is actually being traded — whether the growth comes from a few dominant lines or a broad basket.
Figure 4
Top 10 HS6 products inside Section 15, 2024
Complexity of the section
The Product Complexity Index (PCI) of Hausmann & Hidalgo (2009) scores each HS6 by the productive knowledge its exporters collectively hold. Averaging PCI within an HS section gives a rough read on how sophisticated that corner of the trade system is. PCI is zero-centered; positive sections sit above the world average.
Figure 5
Mean PCI by HS Section, 2024
Which economies specialise in this section
Balassa’s (1965) Revealed Comparative Advantage answers the complementary question to “who is biggest”: who is disproportionately specialised in this section relative to its own total export basket and the world’s. Section-level RCA = (Xc,sec / Xc,total) / (XW,sec / XW,total). Values above 1 mean the country exports a larger share of its basket in this section than the world does; above 2 is the conventional “strongly specialised” threshold. The sample is restricted to economies with at least US$1B of total exports in 2024 so micro-states with 100% single-section baskets don’t dominate the top.
Figure 5b
Top 15 economies by RCA in base metals, 2024
Supply concentration over time
Whether productive capacity in base metals is concentrating into fewer national hands or spreading across more is the section-level analogue of the DOJ/FTC industry-concentration question (DOJ/FTC Merger Guidelines, 2023). The Herfindahl-Hirschman index of exporter shares within HS Section 15, computed annually, summarises that trajectory in a single line. On the 0–10,000 scale, HHI > 2,500 is the conventional “highly concentrated” threshold and HHI > 1,500 is “moderately concentrated”; 10,000/HHI is the effective number of equally-sized national suppliers. A rising HHI is consolidation; a falling HHI is the entry of new national producers (China in textiles, machinery, and electronics through the 2000s).
Figure 5c
HHI of exporter shares in base metals, 1995-2024
In 2024, the exporter HHI for Section 15 is 548, equivalent to about 18.2 equally-sized national suppliers. In 1995 the HHI was 461 (21.7 effective suppliers). The supplier base has consolidated over the period — production is concentrating in fewer national hands.
Method: HHI = 10,000 × Σ s²ᵢ over national exporter shares of world exports in Section 15, by year. Adelman (1969); DOJ/FTC Merger Guidelines (2023) "highly concentrated" threshold of 2,500 on the 0–10,000 scale.
Cite: Hossen, M. D. (2026). HHI of exporter shares in base metals, 1995-2024. TradeWeave Workbench.cite
@misc{hossen_2026_figure-5c,
author = {Md Deluair Hossen},
title = {HHI of exporter shares in base metals, 1995-2024},
year = {2026},
howpublished = {TradeWeave Workbench},
url = {https://tradeweave.org},
note = {Figure: Figure 5c}
}
show query
WITH agg AS (
SELECT year, country_code, SUM(export_value) AS v
FROM 'data/parquet/country_year_product/**/*.parquet' cyp
JOIN 'data/parquet/products.parquet' p ON p.code = cyp.product_code
WHERE CAST(p.section AS INTEGER) = 15 AND export_value > 0
GROUP BY year, country_code
), s AS (
SELECT year, v / SUM(v) OVER (PARTITION BY year) AS share FROM agg
)
SELECT year, SUM(share*share) AS hhi FROM s GROUP BY year ORDER BY year;
Leaders-followers rank change, 2000 vs 2024
Sectoral league-table positions move — sometimes quietly over decades, sometimes sharply around a single policy episode (China’s WTO accession in 2001, the ATC phase-out in 2005, the US-China tariff war of 2018–20). Ranking each exporter in base metalsin 2000 and in 2024 and taking the difference surfaces the countries that have climbed or fallen the furthest in global competitive position. Δ > 0 = climbed the league (improved rank), Δ < 0 = fell.
Figure 6a
Biggest rank climbers in base metals, 2000→2024
The top climber is Dem. Rep. of the Congo, moving from #104 in 2000 to #21 in 2024(Δ = +83 places). Exports rose from $55.7M to $23.8B. Sample restricted to countries ranked in the top-30 in either year, so persistent micro-exporters don’t dominate Δ through rank-in-the-tail movements.
Figure 6b
Biggest rank fallers in base metals, 2000→2024
The steepest drop is Ukraine: #17 → #50 (Δ = -33). Exports moved from $7.3B to $4.8B. Rank-fall with value-growth is relative decline (others grew faster); rank-fall with value-contraction is absolute decline.
Source: CEPII BACI 202501, HS Section 15, 2024.
Cite: Hossen, M. D. (2026). Top 15 exporters in base metals, 2024. TradeWeave Workbench.cite
@misc{hossen_2026_figure-2,
author = {Md Deluair Hossen},
title = {Top 15 exporters in base metals, 2024},
year = {2026},
howpublished = {TradeWeave Workbench},
url = {https://tradeweave.org},
note = {Figure: Figure 2}
}
show query
SELECT c.iso3, SUM(cyp.export_value)*1000 AS value_usd
FROM 'data/parquet/country_year_product/year=2024/*.parquet' cyp
JOIN 'data/parquet/products.parquet' p ON p.code = cyp.product_code
JOIN 'data/parquet/countries.parquet' c ON c.code = cyp.country_code
WHERE CAST(p.section AS INTEGER) = 15
GROUP BY c.iso3 ORDER BY value_usd DESC LIMIT 15;
SELECT cyp.product_code, p.name, SUM(cyp.export_value)*1000 AS value_usd
FROM 'data/parquet/country_year_product/year=2024/*.parquet' cyp
JOIN 'data/parquet/products.parquet' p ON p.code = cyp.product_code
WHERE CAST(p.section AS INTEGER) = 15
GROUP BY cyp.product_code, p.name ORDER BY value_usd DESC LIMIT 10;
Section 15 (Base metals) has a mean PCI of 1.55, versus a cross-section average of 0.68. The bar for this section is highlighted. Machinery/electronics, chemicals, and instruments typically sit toward the complex end; minerals and animal products toward the simple end.
Method: Hidalgo & Hausmann (2009). PCI averaged across HS6 within each section.
Cite: Hossen, M. D. (2026). Mean PCI by HS Section, 2024. TradeWeave Workbench.cite
@misc{hossen_2026_figure-5,
author = {Md Deluair Hossen},
title = {Mean PCI by HS Section, 2024},
year = {2026},
howpublished = {TradeWeave Workbench},
url = {https://tradeweave.org},
note = {Figure: Figure 5}
}
show query
SELECT p.section, AVG(pci.pci) AS mean_pci
FROM 'data/parquet/products.parquet' p
JOIN 'data/parquet/pci_rankings.parquet' pci
ON pci.product_code = p.code AND pci.year = 2024
GROUP BY p.section ORDER BY mean_pci DESC;
The most specialised economy in Section 15 is Dem. Rep. of the Congo with RCA of 11.86 — 80.3% of its exports are in this section (vs world share 6.8%). Strong specialisation (RCA > 2) anchors the comparative-advantage pattern a trade-shock or industrial-policy analysis should take as its starting point.
Source: CEPII BACI 202501, HS Section 15, 2024. Method: Balassa (1965) “Trade Liberalisation and Revealed Comparative Advantage,” The Manchester School 33(2): 99–123. Sample restricted to economies with total exports ≥ US$1B in 2024.
Cite: Hossen, M. D. (2026). Top 15 economies by RCA in base metals, 2024. TradeWeave Workbench.cite
@misc{hossen_2026_figure-5b,
author = {Md Deluair Hossen},
title = {Top 15 economies by RCA in base metals, 2024},
year = {2026},
howpublished = {TradeWeave Workbench},
url = {https://tradeweave.org},
note = {Figure: Figure 5b}
}
show query
WITH sec_val AS (
SELECT country_code, SUM(export_value) AS v
FROM 'data/parquet/country_year_product/year=2024/*.parquet' cyp
JOIN 'data/parquet/products.parquet' p ON p.code = cyp.product_code
WHERE CAST(p.section AS INTEGER) = 15
GROUP BY country_code
), tot_val AS (
SELECT country_code, SUM(export_value) AS v
FROM 'data/parquet/country_year_product/year=2024/*.parquet'
GROUP BY country_code
)
SELECT country_code,
(sec_val.v / tot_val.v) / ((SELECT SUM(v) FROM sec_val) / (SELECT SUM(v) FROM tot_val)) AS rca
FROM sec_val JOIN tot_val USING(country_code)
WHERE tot_val.v * 1000 >= 1e9 ORDER BY rca DESC LIMIT 15;
Source: CEPII BACI 202501, HS Section 15, exporter league table, 2000 and 2024.
Cite: Hossen, M. D. (2026). Biggest rank climbers in base metals, 2000→2024. TradeWeave Workbench.cite
@misc{hossen_2026_figure-6a,
author = {Md Deluair Hossen},
title = {Biggest rank climbers in base metals, 2000→2024},
year = {2026},
howpublished = {TradeWeave Workbench},
url = {https://tradeweave.org},
note = {Figure: Figure 6a}
}
show query
WITH agg AS (
SELECT year, country_code, SUM(export_value) AS v
FROM 'data/parquet/country_year_product/**/*.parquet' cyp
JOIN 'data/parquet/products.parquet' p ON p.code = cyp.product_code
WHERE CAST(p.section AS INTEGER) = 15 AND year IN (2000, 2024)
GROUP BY year, country_code
), ranked AS (
SELECT year, country_code,
ROW_NUMBER() OVER (PARTITION BY year ORDER BY v DESC) AS rnk
FROM agg
)
SELECT country_code,
MAX(CASE WHEN year=2000 THEN rnk END) AS rank_2000,
MAX(CASE WHEN year=2024 THEN rnk END) AS rank_2024
FROM ranked GROUP BY country_code ORDER BY rank_2000 - rank_2024 DESC;
Source: CEPII BACI 202501, HS Section 15, 2000 and 2024.
Cite: Hossen, M. D. (2026). Biggest rank fallers in base metals, 2000→2024. TradeWeave Workbench.cite
@misc{hossen_2026_figure-6b,
author = {Md Deluair Hossen},
title = {Biggest rank fallers in base metals, 2000→2024},
year = {2026},
howpublished = {TradeWeave Workbench},
url = {https://tradeweave.org},
note = {Figure: Figure 6b}
}