# Singapore exports to China, Hong Kong Special Administrative Region by HS6 product (1995–2024)

Annual exports from Singapore to China, Hong Kong Special Administrative Region by six-digit product code, 1995–2024 where reported. Download 97,010 records to compare products and years on this route.

## Each record
one reported year, exporting country, importing country, and six-digit product code

## Latest reported year
2024: US$51,255,864,271 across 2,761 reported product records in this file.

## Leading reported products
- Electronic integrated circuits: processors and controllers, whether or not combined with memories, converters, logic circuits, amplifiers, clock and timing circuits, or other circuits (HS 854231): US$16,073,689,415
- Electronic integrated circuits: n.e.c. in heading no. 8542 (HS 854239): US$10,891,097,045
- Electronic integrated circuits: memories (HS 854232): US$6,292,042,688
- HS 271019 (HS 271019): US$1,834,505,096
- Electronic integrated circuits: amplifiers (HS 854233): US$1,780,796,297

## Included data
- Annual export values in US dollars
- HS6 product codes and country identifiers
- Reported observations by year from 1995 to 2024 where available

## Coverage
97,010 records; 1995–2024 where reported. Missing years or product codes are not filled in.

## Download and fields
- `data.parquet` — complete dataset
- `schema.json` — field names and types
- `sample.json` — example records
- `manifest.json` — file size and checksum
- SHA-256: `17ea377e50bac5d5b7178ad77031cb63ac0be6cec22be53d683ebb797b018afc`

## Read with Python
```python
import pandas as pd
data = pd.read_parquet('data.parquet')
print(data.head())
```

## Sources and terms
- OECD Balanced International Merchandise Trade Statistics (BIMTS)
- OECD Terms & Conditions: https://www.oecd.org/termsandconditions/