# Singapore exports to China by HS6 product (1995–2024)

Annual exports from Singapore to China by six-digit product code, 1995–2024 where reported. Download 98,776 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$49,846,459,978 across 3,010 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$7,494,819,129
- Machines and apparatus of a kind used solely or principally for the manufacture of semiconductor devices or of electronic integrated circuits (HS 848620): US$6,544,765,268
- Electronic integrated circuits: n.e.c. in heading no. 8542 (HS 854239): US$4,410,731,629
- HS 271019 (HS 271019): US$2,771,794,319
- Electronic integrated circuits: memories (HS 854232): US$2,304,649,263

## 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
98,776 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: `e81a8d75e98295ad5abe216664bff4d4ffdff350ee06611ec2e918a6ec2e1268`

## 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/