Switzerland / Structured Dataset Collection

Swiss vehicle market.
90,000+ active & historical dataset snapshot.

Swiss domestic automotive marketplace dataset collection from Autolina.ch. Spans 90,000+ active listings with native Swiss Franc (CHF) asking prices, canton geolocation, dealer network details, and historical delisted archives.

Request Enterprise Export ↗🤗 Try Test Database (Switzerland · 25K Sample Cut) ↗

Community sandbox & live test slice

Try before you buy. 25,000 Swiss CHF Cut as of 18 October 2026.

Hugging Face Gated Kaggle Hub 📅 Cut Date: 18 October 2026

Strictly Read-Only (Immutable Parquet)

Autolina Developer Test Slice

Evaluate real data structures, field population rates, and pricing distributions directly in your browser or through remote SQL pipelines without contacting sales or downloading gigabytes.

SAMPLE SIZE 25,000 Swiss CHF Cut

MARKET COVERAGE Switzerland

ACCESS PERMISSION Read-Only / No Overwrites

SUPPORTED FORMATS Parquet · CSV · JSONL

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query_autolina-dataset.py

import duckdb

# Query Autolina 50k listings remotely via HTTPS (Zero local disk required)
hf_parquet = "https://huggingface.co/datasets/KTHESAT/autolina-swiss-25k-sample/*.parquet"
con = duckdb.connect()

# Instant SQL aggregations over HTTP range requests
df = con.sql(f'''
    SELECT make, model, first_registration_year, price, mileage
    FROM read_parquet("https://huggingface.co/datasets/KTHESAT/autolina-swiss-25k-sample/*.parquet")
    WHERE price > 0
    ORDER BY first_registration_year DESC
    LIMIT 5
''').df()

print(df)

REPRESENTATIVE ROWS PREVIEW (4 OF 50,000)DuckDB 1.0 • 200 OK

Make & Model	Year	Price (CHF)	Mileage	Fuel	Canton
Subaru Outback 2.5i AWD Luxury	2023	38,900 CHF	19,800 km	Gasoline	Zurich
Audi Q5 40 TDI quattro S Line	2023	54,800 CHF	22,400 km	Diesel	Bern
Volkswagen Tiguan 2.0 TDI R-Line	2022	41,500 CHF	34,100 km	Diesel	Basel
Volvo XC60 B5 AWD Plus Dark	2023	52,900 CHF	18,200 km	Mild Hybrid	Geneva

ACCESS MODELBulk Dataset Export

MARKETSwitzerland

RECORD VOLUME90,000+ Swiss Listings & 45,000+ Delisted Archive

ORIGINAL CURRENCYCHF

Complete database schema

Verified column definitions & types.

Every export cut contains standardized field names, explicit SQL types, and consistent formatting. Missing values in optional columns remain explicit NULLs.

Column Name	Data Type	Description	Sample Value
`listing_id`	VARCHAR(32)	Autolina listing identifier	`lina_440192`
`make`	VARCHAR(64)	Brand name	`Porsche`
`model`	VARCHAR(64)	Model designation	`Macan`
`year`	SMALLINT	Registration year	`2022`
`price_chf`	NUMERIC(10,2)	Asking price in Swiss Francs (CHF)	`76500.00`
`mileage_km`	INTEGER	Odometer reading in kilometres	`34000`
`fuel_type`	VARCHAR(32)	Fuel type (Benzin, Diesel, Hybrid, Elektro)	`Benzin`
`transmission`	VARCHAR(32)	Gearbox	`Automat`
`canton`	CHAR(2)	Swiss 2-letter Canton code (ZH, BE, GE, etc.)	`ZH`
`dealer_name`	VARCHAR(128)	Swiss dealership name	`Porsche Zentrum Zürich`
`first_seen_at`	TIMESTAMP	First observed timestamp (UTC)	`2026-08-01 10:00:00`
`last_seen_at`	TIMESTAMP	Last observed active timestamp (UTC)	`2026-10-17 19:20:00`
`status`	VARCHAR(16)	Status (active or delisted)	`active`

Sample active record payload

Representative active vehicle record.

Inspect the exact structure of a representative active listing from the Autolina collection.

Autolina Active Record (JSON)

{
  "listing_id": "lina_440192",
  "make": "Porsche",
  "model": "Macan",
  "year": 2022,
  "price_chf": 76500,
  "mileage_km": 34000,
  "fuel_type": "Benzin",
  "canton": "ZH",
  "dealer_name": "Porsche Zentrum Z\u00fcrich",
  "status": "active"
}

Historical delisted archive

Observed removed listings & turnover telemetry.

In addition to active vehicle inventory snapshots, our Autolina collection includes comprehensive historical delisted archives. Track listing duration, asking price reductions, and removal timestamps across Switzerland.

OBSERVED REMOVALS

Delisting Timestamps

Every advert is monitored on automated verification loops. Disappearances are recorded as delisted_at within 24–48 hours of removal.

PRICE REVISIONS

Price Cut Tracking

Compare initial advertised price against final asking price, revision counters, and gross discounts prior to listing removal.

DAYS ON MARKET

Stock Velocity

Analyze median observed days on market by make, model, year, and price bracket to measure liquidity across dealer and private inventory.

Autolina Observed Removed Listing Schema & Record (JSON)

{
  "listing_id": "lina_438012",
  "source": "Autolina",
  "make": "Porsche",
  "model": "Macan GTS",
  "year": 2022,
  "initial_asking_price_chf": 79900,
  "final_asking_price_chf": 76500,
  "price_changes_count": 1,
  "first_observed_at": "2026-08-01T10:00:00Z",
  "delisted_at": "2026-10-08T17:20:00Z",
  "observed_days_on_market": 68,
  "canton": "ZH",
  "last_known_status": "delisted"
}

DuckDB Parquet Query for Removed Records:

SELECT make, model, year, initial_asking_price, final_asking_price, observed_days_on_market, delisted_at FROM "autolina-dataset_delisted.parquet" WHERE observed_days_on_market <= 30;

Source methodology & context

Know the data behind your model.

Native Swiss CHF

Original Swiss Franc pricing without foreign currency skew.

Canton Geolocation

Enriched with official 2-letter Swiss cantonal codes.

Observed Removal Archives

45,000+ delisted Swiss records for residual value studies.

Available delivery formats

Built for your analytical stack.

Apache Parquet

Columnar storage compressed with Zstandard / Snappy. Optimal for DuckDB, Polars, PySpark, Snowflake, and BigQuery data warehousing.

SQLite 3 Database

Self-contained, serverless relational database with pre-built indexes on listing IDs, VINs, makes, models, and timestamps.

RFC 4180 CSV

UTF-8 formatted flat comma-separated files with standard header rows, compatible with any spreadsheet tool or custom ETL loader.

Frequently asked questions

Autolina dataset specifics.

Are prices in Swiss Francs (CHF)?

Yes. Stored prices reflect native Swiss Francs (CHF).

Can I track days on market in Switzerland?

Yes. Complete snapshot cuts include first_seen_at, delisted_at, and observed_days_on_market.

Before you order

Agree a defined export cut.

Include in your request: desired vehicle make/model scope, geographic filter (states/regions), active or historical scope, preferred file format (Parquet, SQLite, CSV), and delivery method.

We will provide a representative validation sample and exact row count before payment. All deliveries include checksum validation files.

Discuss Autolina data ↗Read data definitions

Swiss vehicle market.90,000+ active & historical dataset snapshot.