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Event Ticket Listings Dataset

A massive data set that includes secondary ticket market listings.

Dataset Overview

Access comprehensive event ticket listing data with pricing and availability information. Track inventory levels, price changes, and market dynamics across thousands of events. Perfect for pricing optimization, inventory management, market analysis, and training AI/ML models for dynamic pricing and inventory forecasting.

9 Billion+
Records
500K+
Events Represented
2021+
Historical Data
CSV
Format

Data Schema

The event ticket listings dataset includes both current listing snapshots and historical change tracking. Both datasets are included with your purchase.

Listings Dataset

Current state of all ticket listings with inventory details

Field Name Type Description
listing_id Integer Unique identifier for the listing
event_id Integer Unique identifier for the event
active Integer Current status (1 = active, 0 = inactive)
price Float Current price per ticket in USD
starting_qty Integer Initial quantity when first observed
ending_qty Integer Current quantity available
section String Venue section identifier
row String Row identifier within section
zone String Venue zone or price category
created_at DateTime First observation timestamp (ISO 8601)
updated_at DateTime Last modification timestamp (ISO 8601)

Listing Changes Dataset

Historical record of all changes to listings including price updates, quantity changes, and status transitions

Field Name Type Description
timestamp DateTime When the change occurred (ISO 8601)
event_id Integer Event identifier for the listing
listing_id Integer Listing identifier
change_type String Type of change (price_change, deact_sold, new_listing, quantity_change, etc.)
field_changed String Specific field that was modified
old_value String Previous value before the change
new_value String New value after the change

Common Change Types: price_change, deact_sold, new_listing, found_listing_previously_deactivated, section_change, zone_change, quantity_change, row_change

Applications

Transform ticket listing data into powerful market intelligence and revenue optimization tools

Pricing Intelligence & Market Research

  • Analyze secondary market ticket pricing trends across venues and events
  • Track inventory levels and availability patterns by section and zone
  • Monitor competitor pricing strategies and market positioning
  • Study price elasticity for different artist categories and venue types
  • Benchmark ticket prices against historical averages
  • Discover arbitrage opportunities in secondary ticket markets

Revenue Optimization & Forecasting

  • Build dynamic pricing models using historical listing data
  • Forecast ticket demand based on listing patterns and price movements
  • Optimize inventory allocation across different price zones
  • Develop yield management strategies for event ticketing
  • Create price recommendation engines for ticket resellers
  • Analyze seasonal patterns in ticket listing behavior
  • Model optimal listing timing for maximum revenue capture

Industry Use Cases

Ticket Brokers & Resellers

Access real-time inventory data to inform buying decisions and optimize listing prices across multiple platforms

Event Promoters & Venues

Monitor secondary market activity to understand true demand and adjust primary market pricing strategies

Data Analytics Platforms

Integrate comprehensive ticket listing data to power market insights dashboards and trend analysis tools

Financial Services & Trading

Analyze ticket market dynamics for alternative data signals and entertainment industry investment insights

Travel & Hospitality

Predict event-driven demand surges using ticket listing volumes to optimize hotel and travel pricing

Academic Research

Study market dynamics, consumer behavior, and pricing theory using comprehensive secondary market data

Delivery Options

Listing dataset orders are processed and delivered within 72 hours.

Direct Download

Download the complete dataset in CSV format via secure link. Compressed files available for faster transfer.

  • CSV format
  • Gzip compression available
  • Secure HTTPS download

S3 Delivery

Direct delivery to your AWS S3 bucket for seamless integration with your data pipeline.

  • One-time transfer
  • Cross-account access
  • Full dataset delivery

API Access

Query the dataset programmatically through our RESTful API for real-time integration.

  • RESTful endpoints
  • JSON responses
  • Flexible filtering

Stay Current with Subscription Updates

Add a separate subscription service for daily incremental updates including new listings and field-level changes to existing inventory.

Updates Available

Separate subscription for daily listing updates and changes

Field-Level Tracking

See exactly what changed with before/after values

Automated Delivery

Updates delivered via email or S3 on your schedule

View Update Plans

Get Started with Event Ticket Listings Data

Choose the plan that works best for your needs