Year, Month-wise import data of all commodities at HS level 2 for Ghana

This Dataset contains year, month-wise import data of all commodities at HS level 2 for Ghana. It has other details like quantity of export, value of export in Indian Rupees and US Dollars

Rows: 10197
Columns: 12
Time period: 2007 to 2026
Last Updated: 06 September 2026

year	month	country	import_or_export	hslevel	hscode	commodity	value_usd	value_rupee	currency	unit
2026	June	Ghana	Import	2	7	EDIBLE VEGETABLES AND CERTAIN ROOTS AND TUBERS.	0	0	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	8	EDIBLE FRUIT AND NUTS; PEEL OR CITRUS FRUIT OR MELONS.	27.19	258.25	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	9	COFFEE, TEA, MATE AND SPICES.	0	0	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	12	OIL SEEDS AND OLEA. FRUITS; MISC. GRAINS, SEEDS AND FRUIT; INDUSTRIAL OR MEDICINAL PLANTS; STRAW AND FODDER.	2.25	21.36	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	13	LAC; GUMS, RESINS AND OTHER VEGETABLE SAPS AND EXTRACTS.	0.02	0.18	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	15	ANIMAL OR VEGETABLE FATS AND OILS AND THEIR CLEAVAGE PRODUCTS; PRE. EDIBLE FATS; ANIMAL OR VEGETABLE WAXEX.	1.38	13.11	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	18	COCOA AND COCOA PREPARATIONS.	0.42	4.01	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	19	PREPARATIONS OF CEREALS, FLOUR, STARCH OR MILK; PASTRYCOOKS PRODUCTS.	0	0	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	20	PREPARATIONS OF VEGETABLES, FRUIT, NUTS OR OTHER PARTS OF PLANTS.	0	0	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	23	RESIDUES AND WASTE FROM THE FOOD INDUSTRIES; PREPARED ANIMAL FODER.	0.23	2.16	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million

Sample from the dataset, for your reference.

Column metadata
Column	Type	Distinct	Count	Description
year	Int64	20	10197	The calendar year to which the trade record pertains.
month	String	12	10197	The calendar month of the recorded import transaction.
country	String	1	10197	The partner country from which the goods were imported.
import_or_export	String	1	10197	Indicates whether the record refers to an import or an export trade flow.
hslevel	Int64	1	10197	The level of the Harmonized System (HS) classification at which the commodity is reported, such as chapter or heading level.
hscode	Int64	79	10197	The Harmonized System (HS) commodity code identifying the traded goods category.
commodity	String	79	10197	The descriptive name of the commodity category corresponding to the HS code.
value_usd	Float64	763	3851	The monetary value of the imports, expressed in millions of US dollars.
value_rupee	Float64	1492	4035	The monetary value of the imports, expressed in crores of Indian rupees.
currency	String	1	10197	The currency in which the reported trade value is denominated, such as USD or INR.
unit	String	4	10197	The unit of measurement for the reported value, such as million USD, crores of rupees, or quantity.
note	String	1	0	Optional remarks or annotations associated with the trade record.

Year, Month-wise import data of all commodities at HS level 2 for Ghana

This Dataset contains year, month-wise import data of all commodities at HS level 2 for Ghana. It has other details like quantity of export, value of export in Indian Rupees and US Dollars

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Sample from the dataset, for your reference.

Year, Month-wise import data of all commodities at HS level 2 for Ghana

This Dataset contains year, month-wise import data of all commodities at HS level 2 for Ghana. It has other details like quantity of export, value of export in Indian Rupees and US Dollars

Rows: 10197
Columns: 12
Time period: 2007 to 2026
Last Updated: 06 September 2026

year	month	country	import_or_export	hslevel	hscode	commodity	value_usd	value_rupee	currency	unit
2026	June	Ghana	Import	2	7	EDIBLE VEGETABLES AND CERTAIN ROOTS AND TUBERS.	0	0	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	8	EDIBLE FRUIT AND NUTS; PEEL OR CITRUS FRUIT OR MELONS.	27.19	258.25	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	9	COFFEE, TEA, MATE AND SPICES.	0	0	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	12	OIL SEEDS AND OLEA. FRUITS; MISC. GRAINS, SEEDS AND FRUIT; INDUSTRIAL OR MEDICINAL PLANTS; STRAW AND FODDER.	2.25	21.36	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	13	LAC; GUMS, RESINS AND OTHER VEGETABLE SAPS AND EXTRACTS.	0.02	0.18	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	15	ANIMAL OR VEGETABLE FATS AND OILS AND THEIR CLEAVAGE PRODUCTS; PRE. EDIBLE FATS; ANIMAL OR VEGETABLE WAXEX.	1.38	13.11	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	18	COCOA AND COCOA PREPARATIONS.	0.42	4.01	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	19	PREPARATIONS OF CEREALS, FLOUR, STARCH OR MILK; PASTRYCOOKS PRODUCTS.	0	0	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	20	PREPARATIONS OF VEGETABLES, FRUIT, NUTS OR OTHER PARTS OF PLANTS.	0	0	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million
2026	June	Ghana	Import	2	23	RESIDUES AND WASTE FROM THE FOOD INDUSTRIES; PREPARED ANIMAL FODER.	0.23	2.16	value_usd: USD, value_rupee: INR	quantity in nan, value_rupee in Crores, value_usd in Million

Sample from the dataset, for your reference.

Year, Month-wise import data of all commodities at HS level 2 for Ghana

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Year, Month-wise import data of all commodities at HS level 2 for Ghana

Year, Month-wise import data of all commodities at HS level 2 for Ghana

Data preview

Metadata

Columns

Citation

Collection