TradeWeave provides public trade analytics and research. Its BACI HS96 core covers 1996–2024; country and product coverage varies by dataset and HS revision. Protected APIs require an eligible account.

What data sources does TradeWeave use?

TradeWeave combines data from BACI/CEPII (bilateral trade flows), WITS/TRAINS (tariff rates), World Bank WDI (macroeconomic indicators), ESCAP-World Bank (bilateral trade costs), FRED and BLS (freight indices, exchange rates), and FAOSTAT (agricultural trade).

How can I analyze a country's trade profile?

Visit the Country Profiles page and select a country or territory to see their export composition, top trade partners, revealed comparative advantage (RCA), Economic Complexity Index (ECI), trade diversification, and trends over the available years.

What is the Economic Complexity Index (ECI)?

The Economic Complexity Index (ECI), developed by Hidalgo and Hausmann, measures the productive knowledge embedded in a country's export basket. Countries that export a diverse set of sophisticated products score higher. TradeWeave reports ECI ranks for eligible economies from 1996 to 2024.

Can I simulate the impact of tariff changes?

Yes. TradeWeave's Tariff Simulator lets you model how tariff changes affect import volumes using real product-level demand elasticities and MFN tariff rates for over 1,200 HS4 products.

How far back does the trade data go?

The primary BACI dataset covers 1996-2024 with HS6 product detail. TradeWeave also includes historical trade data spanning over 200 years (1800-present) from academic compilations.

Where trade is most exposed

Composite trade-risk index across 200 economies. Three components: dominant-supplier shares, inferred chokepoint exposure and absolute annual commodity-price changes. Scores combine stored component percentiles (0–100); higher means more exposed. Ranking uses 12 decimal places, with ISO3 order for tied scores.

Concentration and chokepoint percentiles use all 200 economies; price-stress percentiles use the 185 economies with matched price observations. Economies without price coverage are unranked when price receives a positive weight.

Weights: Equal (1/3 each). Override via ?weights=concentration,chokepoint,price (unnormalized; e.g. ?weights=1,0,0 ranks purely by concentration).

#	Country	Composite	Concentration	Chokepoint	Price stress
1	Iran	76.9	91.5	85.9	53.3
2	Cocos Isds	75.8	99.0	34.4	94.0
3	Bonaire	75.8	93.5	34.4	99.5
4	Christmas Isds	75.5	98.0	34.4	94.0
5	Senegal	75.3	68.8	71.9	85.3
6	Niue	75.3	97.5	34.4	94.0
7	Peru	73.9	53.8	73.9	94.0
8	Anguilla	72.6	89.4	34.4	94.0
9	Gibraltar	72.5	95.5	34.4	87.5
10	Kiribati	72.5	88.9	34.4	94.0
11	Saint Barthélemy	72.1	93.0	34.4	88.9
12	Saint Pierre and Miquelon	71.2	90.5	34.4	88.9
13	American Samoa	71.0	94.5	34.4	84.2
14	Bermuda	70.8	95.0	34.4	83.2
15	Norfolk Isds	70.6	83.4	34.4	94.0
16	Jordan	70.0	34.7	94.5	81.0
17	United Kingdom	69.9	22.6	93.0	94.0
18	Comoros	69.4	79.9	34.4	94.0
19	Wallis and Futuna Isds	69.4	74.4	34.4	99.5
20	Greenland	69.4	96.0	34.4	77.7
21	Brazil	69.3	51.3	93.5	63.0
22	Pakistan	69.0	74.9	96.0	36.1
23	Saudi Arabia	68.9	51.8	92.5	62.5
24	Sierra Leone	67.9	75.4	34.4	94.0
25	Br. Virgin Isds	67.9	82.4	34.4	87.0
26	United Arab Emirates	67.9	9.5	100.0	94.0
27	Tonga	66.8	85.4	34.4	80.4
28	Papua New Guinea	66.6	71.4	34.4	94.0
29	Tunisia	65.6	80.9	70.4	45.7
30	Algeria	65.6	77.9	76.4	42.4
31	Venezuela	65.5	78.9	88.9	28.8
32	Colombia	64.9	50.3	96.5	47.8
33	Bangladesh	63.8	55.8	99.5	36.1
34	Russia	63.6	49.7	95.0	46.2
35	Andorra	63.5	79.4	34.4	76.6
36	Saint Vincent and the Grenadines	62.2	58.3	34.4	94.0
37	Canada	61.8	4.5	86.9	94.0
38	Kazakhstan	61.7	56.8	34.4	94.0
39	Eritrea	61.7	91.0	34.4	59.8
40	Ecuador	61.6	40.2	74.4	70.1
41	Nigeria	61.3	67.3	69.8	46.7
42	Yemen	60.7	83.9	97.5	0.8
43	Iraq	60.4	67.8	87.9	25.5
44	Myanmar	60.4	60.3	77.4	43.5
45	Cook Isds	60.0	59.8	34.4	85.9
46	Lesotho	59.7	80.4	34.4	64.1
47	Cayman Isds	59.5	65.8	34.4	78.3
48	Libya	59.4	57.3	34.4	86.4
49	Egypt	59.3	27.6	95.5	54.9
50	Niger	59.3	60.8	34.4	82.6
51	Sri Lanka	59.3	22.1	97.0	58.7
52	Botswana	58.8	84.4	34.4	57.6
53	Vietnam	58.4	40.7	82.9	51.6
54	Lao People's Dem. Rep.	58.2	39.7	76.9	58.2
55	Nauru	57.9	64.3	34.4	75.0
56	India	57.1	37.2	98.0	36.1
57	Mozambique	57.0	85.9	70.9	14.1
58	Central African Rep.	56.9	42.2	34.4	94.0
59	Korea, DPR	56.9	100.0	34.4	36.1
60	Cameroon	56.8	86.9	34.4	48.9
61	Solomon Isds	56.4	72.9	34.4	62.0
62	Vanuatu	55.9	72.4	34.4	60.9
63	Marshall Isds	55.8	97.0	34.4	36.1
64	Guinea-Bissau	55.6	76.4	34.4	56.0
65	Cabo Verde	55.4	65.3	34.4	66.3
66	Philippines	55.3	64.8	81.9	19.0
67	Turks and Caicos Isds	55.1	42.7	34.4	88.0
68	Gabon	54.9	63.3	34.4	66.8
69	Norway	54.6	5.5	86.4	71.7
70	Malaysia	54.4	66.3	84.9	12.0
71	Indonesia	54.3	73.9	80.9	8.2
72	Tuvalu	54.2	92.0	34.4	36.1
73	United States	53.6	45.2	94.0	21.7
74	Seychelles	53.5	89.9	34.4	36.1
75	South Africa	53.4	33.7	79.4	47.3
76	Samoa	53.4	57.8	34.4	67.9
77	Timor-Leste	53.3	73.4	34.4	52.2
78	Singapore	53.3	61.8	84.4	13.6
79	Saint Kitts and Nevis	53.2	43.7	34.4	81.5
80	Guinea	52.9	75.9	34.4	48.4
81	Mongolia	52.8	50.8	79.9	27.7
82	State of Palestine	52.7	87.4	34.4	36.1
83	Dem. Rep. of the Congo	52.7	44.7	34.4	78.8
84	Suriname	52.4	59.3	34.4	63.6
85	Haiti	52.0	76.9	34.4	44.6
86	Qatar	51.9	2.5	87.4	65.8
87	Bahrain	51.4	48.2	98.5	7.6
88	Sudan	51.1	68.3	34.4	50.5
89	Kuwait	50.9	17.6	99.0	36.1
90	Georgia	50.5	23.1	34.4	94.0
91	Chad	49.7	78.4	34.4	36.1
92	Jamaica	49.6	30.7	34.4	83.7
93	Congo	49.3	62.3	34.4	51.1
94	Guyana	49.1	35.7	34.4	77.2
95	Turkmenistan	49.0	52.3	34.4	60.3
96	Afghanistan	48.9	70.4	34.4	41.8
97	United Rep. of Tanzania	48.8	41.2	75.4	29.9
98	Tajikistan	48.8	87.9	34.4	23.9
99	South Sudan	48.6	58.8	34.4	52.7
100	Equatorial Guinea	48.6	54.3	34.4	57.1
101	Curaçao	48.5	31.2	34.4	79.9
102	Australia	48.4	46.7	77.9	20.7
103	Chile	48.2	35.2	73.4	36.1
104	Japan	47.8	53.3	80.4	9.8
105	Palau	47.8	82.9	34.4	26.1
106	N. Mariana Isds	47.5	92.5	34.4	15.8
107	Korea, Rep.	47.5	47.2	83.9	11.4
108	Saint Maarten	47.1	7.5	34.4	99.5
109	Turkey	46.5	31.7	89.4	18.5
110	Oman	46.4	38.2	88.4	12.5
111	Thailand	46.0	45.7	81.4	10.9
112	Eswatini	45.8	81.9	34.4	21.2
113	Cuba	45.8	37.7	34.4	65.2
114	Aruba	45.7	32.2	34.4	70.7
115	Hong Kong SAR	45.7	56.3	74.9	6.0
116	Saint Lucia	45.1	21.6	34.4	79.3
117	Grenada	45.0	39.2	34.4	61.4
118	Albania	44.5	25.1	34.4	73.9
119	Burkina Faso	44.2	69.8	34.4	28.3
120	Israel	44.1	19.1	89.9	23.4
121	New Caledonia	44.0	15.6	34.4	82.1
122	Liberia	44.0	61.3	34.4	36.1
123	Mali	43.8	71.9	34.4	25.0
124	Argentina	43.4	32.7	91.5	6.0
125	Trinidad and Tobago	43.1	30.2	34.4	64.7
126	Malawi	43.1	63.8	34.4	31.0
127	Kyrgyzstan	42.6	86.4	34.4	7.1
128	Sao Tome and Principe	42.5	38.7	34.4	54.3
129	New Zealand	42.2	11.6	78.9	36.1
130	Dominican Rep.	42.1	19.6	34.4	72.3
131	Uzbekistan	42.0	36.2	34.4	55.4
132	Cambodia	41.9	47.7	75.9	2.2
133	Mauritius	41.9	15.1	34.4	76.1
134	Barbados	41.4	66.8	34.4	22.8
135	Syria	41.3	62.8	34.4	26.6
136	Angola	41.0	8.5	69.3	45.1
137	Kenya	40.8	16.6	83.4	22.3
138	Uruguay	40.6	14.1	90.5	17.4
139	French Polynesia	40.1	1.0	34.4	84.8
140	Antigua and Barbuda	39.3	16.1	34.4	67.4
141	Dominica	38.9	46.2	34.4	36.1
142	Fiji	38.7	6.0	34.4	75.5
143	Somalia	38.5	77.4	34.4	3.8
144	Namibia	38.4	8.0	34.4	72.8
145	FS Micronesia	38.3	26.6	34.4	53.8
146	Maldives	38.2	9.0	34.4	71.2
147	Bhutan	38.1	52.8	34.4	27.2
148	Morocco	37.7	20.1	72.9	20.1
149	Guam	37.6	4.0	34.4	74.5
150	Burundi	37.5	48.7	34.4	29.3
151	Mexico	37.1	14.6	92.0	4.9
152	Belarus	37.1	70.9	34.4	6.0
153	China, Macao SAR	36.6	2.0	34.4	73.4
154	Mauritania	36.3	24.6	34.4	50.0
155	Madagascar	36.3	54.8	34.4	19.6
156	Gambia	36.0	29.6	34.4	44.0
157	Rwanda	35.8	23.6	34.4	49.5
158	Brunei Darussalam	35.7	3.5	34.4	69.0
159	Costa Rica	35.3	3.0	34.4	68.5
160	Lebanon	35.2	1.5	34.4	69.6
161	Belize	34.8	13.6	34.4	56.5
162	China	34.6	12.1	82.4	9.2
163	Djibouti	34.4	28.1	34.4	40.8
164	Bolivia (Plurinational State of)	32.9	5.0	34.4	59.2
165	Ukraine	32.8	6.5	91.0	0.8
166	El Salvador	32.7	33.2	34.4	30.4
167	North Macedonia	32.6	27.1	34.4	36.1
168	European Union (EU27)	31.8	44.2	34.4	16.8
169	Togo	31.8	18.1	34.4	42.9
170	Paraguay	31.0	43.2	34.4	15.2
171	Benin	29.4	12.6	34.4	41.3
172	Iceland	29.3	29.1	34.4	24.5
173	Bosnia Herzegovina	28.3	34.2	34.4	16.3
174	Uganda	26.3	13.1	34.4	31.5
175	Serbia	25.9	7.0	34.4	36.1
176	Guatemala	24.3	20.6	34.4	17.9
177	Nepal	23.9	28.6	34.4	8.7
178	Azerbaijan	22.6	18.6	34.4	14.7
179	Armenia	21.1	25.6	34.4	3.3
180	Nicaragua	20.5	26.1	34.4	0.8
181	Zimbabwe	19.8	24.1	34.4	0.8
182	Bahamas	19.4	21.1	34.4	2.7
183	Montenegro	19.3	10.6	34.4	13.0
184	Rep. of Moldova	18.6	17.1	34.4	4.3
185	Chinese Taipei	18.6	11.1	34.4	10.3
Unranked	Fr. South Antarctic Terr.	Unavailable	84.9	34.4	Unavailable
Unranked	Switzerland	Unavailable	36.7	85.4	Unavailable
Unranked	Cote d'Ivoire	Unavailable	69.3	71.4	Unavailable
Unranked	Ethiopia	Unavailable	10.1	78.4	Unavailable
Unranked	Falkland Isds (Malvinas)	Unavailable	98.5	34.4	Unavailable
Unranked	Ghana	Unavailable	81.4	72.4	Unavailable
Unranked	Honduras	Unavailable	41.7	34.4	Unavailable
Unranked	Br. Indian Ocean Terr.	Unavailable	96.5	34.4	Unavailable
Unranked	Montserrat	Unavailable	55.3	34.4	Unavailable
Unranked	Panama	Unavailable	49.2	34.4	Unavailable
Unranked	Pitcairn	Unavailable	99.5	34.4	Unavailable
Unranked	Saint Helena	Unavailable	94.0	34.4	Unavailable
Unranked	San Marino	Unavailable	88.4	34.4	Unavailable
Unranked	Tokelau	Unavailable	0.0	34.4	Unavailable
Unranked	Zambia	Unavailable	0.5	34.4	Unavailable

Methodology

Dominant-supplier dependence

Import-value-weighted mean of dominant-supplier shares across the selected GeoDep dependencies, capped at 1,000 per economy. This is not an HHI over the full import basket. GeoDep year: 2022.

Chokepoint exposure

Largest inferred exposure share for any single chokepoint within the selected dependencies. Regional route heuristics assign possible passages; they do not observe shipments or establish the share of all imports that transits a chokepoint.

Commodity price stress

Import-value-weighted mean absolute annual price change among mapped dependencies. Changes compare the common month 2026M04 with the same month one year earlier. Only products with both observations enter the price average. This is a change measure, not return volatility.

Chokepoints included

Chokepoint	Trade share	Oil share	Container share	Source
Strait of Malacca	33%	25%	n/a	IMO-Singapore Normal Operations Report 2023; US EIA World Oil Transit Chokepoints 2023.
Dover Strait (English Channel)	n/a	n/a	n/a

Data vintages: Geo-dependency (BACI): 2022. Commodity price stress: Pink Sheet, 2026M04, compared with one year earlier. Those two are the data vintages. The index was computed 2026-09-05, which is a build date and not evidence of newer inputs. No real-time signal is implied; this is a structural snapshot updated periodically.

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