Art Collections

Artcurial auction lots

Artcurial auction data: every upcoming and past lot (Paris, Monaco, online) back to 2003, with artist, medium, dimensions, provenance, literature, condition, images, estimates, hammer and premium prices, across art, design, jewellery, watches, cars and wine.

artcurial-lotsartauctionsartcurialfrancelotsprices

484,674 rows in the dataset · last run Nov 4, 2026

Prefer a file without code? Buy the Artcurial auction lots dataset or get a free 100-row sample.

Download the dataset

Get the full dataset as one CSV or JSONL file. If the data is older than maxAgeHours, it is refreshed automatically first. The key needs the datasets:export scope.

DOWNLOAD_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/datasets/artcurial-lots/downloads" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{"maxAgeHours":24,"format":"csv"}' | jq -r '.id')while true; do  STATUS=$(curl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID" \    -H "Authorization: Bearer $PANDORLABS_KEY" | jq -r '.status')  [ "$STATUS" != "refreshing" ] && break  sleep 5donecurl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID/file" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -o dataset.csv

At its current 484,674 rows, this download costs $290.82, down to $72.705 in volume (4,847 credits) when the data is fresh enough, or $581.64, down to $145.41 in volume (9,694 credits) when it has to be refreshed first.

This is a Standard dataset: 1 credit per 100 rows cached and 2 credits live, charged on the rows in the dataset when the download becomes ready. A failed refresh is not charged. The file stays downloadable for 24 hours. See pricing.

Start a run

To get exactly the targets you want, send the parameters below as input. The call returns 202 with the run; the key needs the scrapers:run scope and the account a positive credit balance.

curl -X POST "https://api.pandorlabs.com/v1/scrapers/artcurial-lots/runs" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{    "input": {      "maxLots": 0,      "maxSales": 0,      "includePast": true,      "includeUpcoming": true    }  }'

A run is billed at the live rate once it finishes: 2 credits per 100 rows it collected ($1.2, down to $0.3 in volume per 1,000 rows). A run that collects nothing costs nothing.

Parameters

Every parameter is optional. Anything you leave out uses the default shown here; an unknown name or an invalid value is rejected with a 400 that lists each problem.

Limits

maxLots
number
Max lots
0 means no limit.
Default
0
Range
at least 0
maxSales
number
Max sales / auctions
0 means no limit.
Default
0
Range
at least 0

Targeting

includePast
boolean
Include past (results) sales
Default
true
includeUpcoming
boolean
Include upcoming / live sales
Default
true
fetchLotDetails
boolean
Include full lot details
Adds provenance, literature, condition and the full image set. Turning this off is faster but returns fewer fields.
Default
true

Pacing

requestDelayMs
number
Delay between requests (ms)
Default
750
Range
0 to 60000

Input as JSON Schema

The same schema the API validates against. Use it as a tool input schema or to generate a typed client.

inputSchema

{  "type": "object",  "additionalProperties": false,  "properties": {    "maxLots": {      "type": "number",      "minimum": 0,      "title": "Max lots",      "description": "0 means no limit.",      "default": 0    },    "maxSales": {      "type": "number",      "minimum": 0,      "title": "Max sales / auctions",      "description": "0 means no limit.",      "default": 0    },    "includePast": {      "type": "boolean",      "title": "Include past (results) sales",      "default": true    },    "includeUpcoming": {      "type": "boolean",      "title": "Include upcoming / live sales",      "default": true    },    "fetchLotDetails": {      "type": "boolean",      "title": "Include full lot details",      "description": "Adds provenance, literature, condition and the full image set. Turning this off is faster but returns fewer fields.",      "default": true    },    "requestDelayMs": {      "type": "number",      "minimum": 0,      "maximum": 60000,      "title": "Delay between requests (ms)",      "default": 750    }  }}

Run, poll, read rows

The run is asynchronous. Poll it until it reaches a terminal status and its billing is paid, then page through its rows. Until then the rows endpoint answers 409 (still queued or running) or 402 (payment required).

RUN_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/scrapers/artcurial-lots/runs" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{    "input": {      "maxLots": 0,      "maxSales": 0,      "includePast": true,      "includeUpcoming": true    }  }' | jq -r '.id')while true; do  RUN=$(curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID" \    -H "Authorization: Bearer $PANDORLABS_KEY")  STATUS=$(echo "$RUN" | jq -r '.status')  BILLING=$(echo "$RUN" | jq -r '.billing.status')  case "$STATUS" in queued|running) ;; *) [ "$BILLING" != "pending" ] && break ;; esac  sleep 5doneecho "$RUN" | jq '{status, rowCount, billing}'curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID/rows?page=1&limit=100" \  -H "Authorization: Bearer $PANDORLABS_KEY"

See the API reference for pagination, cancelling and listing runs.

Output fields

The fields this scraper delivers. Coverage is the share of rows that include each field.

Field	Type	Coverage
artist_birth_year	number	19%
artist_death_year	number	15%
artist_id	string	13%
artist_name	string	34%
artist_nationality	string	1%
auction_house	string	100%
condition_report	string	1%
currency	string	100%
depth_cm	number	8%
description	string	99%
diameter_cm	number	3%
dimensions_text	string	46%
estimate_high	number	100%
estimate_low	number	95%
exhibition_history	string	1%
extra	object	100%
hammer_price	number	99%
height_cm	number	41%
image_url	string	82%
images	array	100%
last_sold_currency	string	99%
last_sold_price	number	99%
literature	string	4%
lot_key	string	100%
lot_number	string	100%
medium	string	15%
object_category	string	100%
premium_price	number	97%
provenance	string	11%
sale_id	string	100%
sale_location	string	100%
sale_number	string	100%
sale_status	string	100%
sale_title	string	100%
sale_type	string	100%
sold_price	number	99%
source_lot_id	string	100%
title	string	100%
width_cm	number	27%
created_at	date	100%
first_seen_at	date	100%
last_seen_at	date	100%
last_sold_at	date	99%
sale_end_at	date	100%
sale_start_at	date	100%
sold_at	date	99%
updated_at	date	100%
_id	string	100%