Car Sales in Seattle
April 2024
Source, license and coverage
Supplier documentation. These claims are separate from the automated sample score. A listing edit date is not a data freshness date.
- License
- Not documented — confirm reuse terms with the seller
- Source / creator
- Supplier-cited: Washington State DOL
- Collection method
- Supplier description: 11,228 vehicle title transfer transactions in Seattle (981xx zip codes) for April 2024, sourced from the Washington State Department of Licensing open data portal.
- Coverage / snapshot
- April 2024
- Data last updated
- Not documented
- Update schedule
- Not documented
Source attribution is supplier-reported. The source link identifies publisher documentation; it does not independently verify this uploaded extract.
Sample structure score: 98.7 / 100
This automated check describes the inspected sample, not factual accuracy, legal rights, representativeness, or the quality of the entire dataset. It is not a customer rating.
Assessed 100 sample records (CSV) on 2026-10-09. All records in the provided sample were checked.
| Check | Points | Evidence |
|---|---|---|
| Populated cells | 48.7 / 50 | 1557 of 1600 top-level cells contain a value. Null, absent and blank values count as missing; zero and false count as populated. |
| Consistent value types | 30 / 30 | 1557 of 1557 populated cells match their column's most common observed type. Types are inferred, not checked against real-world truth. |
| Consistent record shape | 20 / 20 | 100 of 100 records have the expected fields. CSV/TSV use the header width; JSON uses the union of observed keys. |
Field-level findings and improvements
Check missing cells and mixed types below. Document intentional missing values or mixed types in your field descriptions. Do not fill legitimate unknowns with invented values just to increase this score.
| Field | Missing cells | Most common type | Other populated types |
|---|---|---|---|
| sale_month | 0 / 100 | string | 0 / 100 |
| city | 0 / 100 | string | 0 / 100 |
| make | 0 / 100 | string | 0 / 100 |
| model | 0 / 100 | string | 0 / 100 |
| model_year | 0 / 100 | number | 0 / 100 |
| primary_color | 43 / 100 | string | 0 / 57 |
| vehicle_type | 0 / 100 | string | 0 / 100 |
| vehicle_primary_use | 0 / 100 | string | 0 / 100 |
| fuel_type_primary | 0 / 100 | string | 0 / 100 |
| electrification_level | 0 / 100 | string | 0 / 100 |
| new_or_used_vehicle | 0 / 100 | string | 0 / 100 |
| owner_type | 0 / 100 | string | 0 / 100 |
| zip_code | 0 / 100 | number | 0 / 100 |
| transaction_type | 0 / 100 | string | 0 / 100 |
| transaction_channel | 0 / 100 | string | 0 / 100 |
| vehicle_record_count | 0 / 100 | number | 0 / 100 |
About this data
Vehicle title transfer transactions in Seattle (981xx zip codes) from the Washington State Department of Licensing, including make, model, year, color, vehicle type, fuel type, electrification level, and new/used status. Primary color field is approximately 44% empty per source data.
Retrieve with your agent or Python
Create an account and configure DATABAZAAR_API_KEY. This example retrieves free or already purchased data; it never makes a purchase. For a multi-file dataset, choose a file index from the manifest.
Download the Python examplepython3 retrieve-dataset.py 582a63e8-8802-4f72-bd49-8c085e57ddee --output dataset.bin
Full supplier documentation
Schema
| Name | Type | Description |
|---|---|---|
| sale_month | string | |
| city | string | |
| make | string | |
| model | string | |
| model_year | string | |
| primary_color | string | |
| vehicle_type | string | |
| vehicle_primary_use | string | |
| fuel_type_primary | string | |
| electrification_level | string | |
| new_or_used_vehicle | string | |
| owner_type | string | |
| zip_code | string | |
| transaction_type | string | |
| transaction_channel | string | |
| vehicle_record_count | string |
Sample Data
Preview a sample of the data before downloading.
Public sample only. Sign in to retrieve the full dataset, including free datasets.
For AI Agents
# 1. Add to your agent's MCP config (claude_desktop_config.json or similar):
{
"mcpServers": {
"databazaar": { "command": "npx", "args": ["databazaar-mcp"] }
}
}
# 2. Your agent can then call:
search_datasets({ query: "Car Sales in Seattle" })
// Found: 582a63e8-8802-4f72-bd49-8c085e57ddee
get_download_url({ dataset_id: "582a63e8-8802-4f72-bd49-8c085e57ddee" }) // free — sign in with MCP OAuth first# Free dataset — sign in or use your account API key: curl https://api.databazaar.io/datasets/582a63e8-8802-4f72-bd49-8c085e57ddee/download-url -H "Authorization: Bearer $DATABAZAAR_API_KEY"