Data Structure
CSV Format
All dataset exports, including Dataset Update services, adhere to RFC 4180.
Field Definitions
Sales Dataset
Each row represents a completed ticket sale with the following fields:
| Field | Type | Description | Example |
|---|---|---|---|
timestamp | String | ISO 8601 datetime (YYYY-MM-DD HH:MM:SS) | 2021-05-28 03:10:26 |
event_id | Integer | Marketplace Event ID | 0123456789 |
listing_id | Integer | Marketplace Listing ID | 9876543210 |
quantity_old | Integer | Quantity before the sale (0 if unknown) | 6 |
quantity | Integer | Quantity after the sale (0 if unknown) | 2 |
price | Float | Price per ticket in USD | 17.09 |
zone | String | Venue zone designation | Lower Bowl |
section | String | Venue section | 105 |
row | String | Venue row | 12 |
Sample Records
timestamp,event_id,listing_id,quantity_old,quantity,price,zone,section,row
2025-09-15 13:49:05,0123456789,9876543210,0,0,292.0,Orchestra,ORCH3,C
2025-09-15 13:30:22,0123456789,9876543210,0,0,135.0,3rd Mezzanine,3RDMZ2,
2025-09-15 21:30:22,0123456789,9876543210,0,0,137.0,Orchestra,ORCH3,
2025-09-15 16:38:27,0123456789,9876543210,0,0,179.0,Plaza Level,227,
2025-09-15 16:38:27,0123456789,9876543210,0,0,213.0,Plaza Level,202,S
2025-09-15 19:54:33,0123456789,9876543210,0,0,149.0,Main Floor,3,
2025-09-15 17:10:28,0123456789,9876543210,0,0,100.0,General Admission,General Admission,1
2025-09-15 13:38:27,0123456789,9876543210,0,0,154.0,Lower,127,W
2025-09-15 16:38:27,0123456789,9876543210,0,0,156.0,Lower,103,
2025-09-15 20:54:30,0123456789,9876543210,0,0,130.0,Orchestra,ORCHRT,RR
2025-09-15 16:54:30,0123456789,9876543210,0,0,154.0,First Dress Circle,DRA,L
2025-09-15 20:38:28,0123456789,9876543210,0,0,205.0,Lower,111,28
2025-09-15 23:38:28,0123456789,9876543210,0,0,514.0,Lower,114,6
Listing Dataset
Current state or last known state of all tracked listings:
| Field | Type | Description | Example |
|---|---|---|---|
active | Integer | Current status (1=active, 0=inactive) | 1 |
event_id | Integer | Event identifier | 0123456789 |
listing_id | Integer | Listing identifier | 9876543210 |
starting_qty | Integer | Initial quantity when first observed | 4 |
ending_qty | Integer | Current quantity | 2 |
price | Float | Current price per ticket in USD | 125.00 |
zone | String | Venue zone | Lower Bowl |
section | String | Venue section | 105 |
row | String | Venue row | 20 |
created_at | String | ISO 8601 datetime when first observed (YYYY-MM-DD HH:MM:SS) | 2021-05-28 12:30:45 |
updated_at | String | ISO 8601 datetime of last modification (YYYY-MM-DD HH:MM:SS) | 2021-05-29 14:15:20 |
Sample Records
active,event_id,listing_id,starting_qty,ending_qty,price,zone,section,row,created_at,updated_at
0,0123456789,9876543210,2,2,280.49,Suite,14,10,2021-05-15 09:20:15,2021-05-16 11:45:30
0,0123456789,9876543210,2,2,315.51,Lower,125,12,2021-05-15 10:30:22,2021-05-16 12:15:45
1,0123456789,9876543210,2,2,330.49,Suite,5,14,2021-05-15 11:15:33,2021-05-16 13:20:10
0,0123456789,9876543210,3,3,336.49,Lower,105,15,2021-05-15 12:45:18,2021-05-16 14:30:55
0,0123456789,9876543210,1,1,381.04,Floor,Floor 3,15,2021-05-15 13:20:45,2021-05-16 15:10:20
0,0123456789,9876543210,4,4,391.76,Lower,115,12,2021-05-15 14:10:12,2021-05-16 16:20:30
0,0123456789,9876543210,2,2,393.73,Lower,123,18,2021-05-15 15:30:55,2021-05-16 17:45:15
0,0123456789,9876543210,2,2,395.70,Lower,125,8,2021-05-15 16:20:33,2021-05-16 18:30:45
0,0123456789,9876543210,1,1,464.49,Suite,3,15,2021-05-15 17:15:20,2021-05-16 19:20:10
0,0123456789,9876543210,2,2,526.49,Suite,3,12,2021-05-15 18:45:10,2021-05-16 20:15:30
0,0123456789,9876543210,1,1,529.49,Suite,3,21,2021-05-15 19:30:45,2021-05-16 21:10:15
0,0123456789,9876543210,1,1,660.49,Suite,3,15,2021-05-15 20:15:22,2021-05-16 22:30:45
0,0123456789,9876543210,1,1,791.49,Suite,3,16,2021-05-15 21:20:30,2021-05-16 23:45:10
0,0123456789,9876543210,2,2,1312.49,,FLR1,6,2021-05-15 22:10:15,2021-05-17 08:30:20
0,0123456789,9876543210,2,2,1508.49,,FLR1,6,2021-05-15 23:30:45,2021-05-17 09:15:30
1,0123456789,9876543210,2,2,6.00,Mezzanine,Mezzanine,G,2021-05-16 08:20:10,2021-05-17 10:45:15
1,0123456789,9876543210,9,9,410.72,Mezzanine,Mezzanine,G,2021-05-16 09:15:30,2021-05-17 11:30:45
0,0123456789,9876543210,10,10,88.70,,BL24,S,2021-05-16 10:30:20,2021-05-17 12:15:10
0,0123456789,9876543210,5,5,89.86,,BL21,R,2021-05-16 11:45:15,2021-05-17 13:20:30
0,0123456789,9876543210,10,10,90.14,,BL22,U,2021-05-16 12:20:45,2021-05-17 14:30:55
Listing Changes
Historical changes to listings since June 2, 2022 (7.43 billion records as of September 2025):
| Field | Type | Description | Example |
|---|---|---|---|
timestamp | String | ISO 8601 datetime (YYYY-MM-DD HH:MM:SS) | 2022-11-04 23:33:30 |
event_id | Integer | Event identifier | 0123456789 |
listing_id | Integer | Listing identifier | 9876543210 |
change_type | String | Type of change | price_change |
field_changed | String | Field that changed (for *_change types) | price |
old_value | String | Previous value before change | 125.00 |
new_value | String | New value after change | 111.79 |
Change Types
| Change Type | Description | Date Added | Field Changed |
|---|---|---|---|
price_change | Price modification | Jun 2, 2022 | price |
deact_sold | Listing deactivated or sold | Jun 2, 2022 | active* |
new_listing | Listing first appeared | Jun 2, 2022 | (empty) |
found_listing_previously_deactivated | Reactivated listing | Jun 2, 2022 | active* |
section_change | Section modification | Jun 2, 2022 | section |
zone_change | Zone modification | Jul 22, 2025 | zone |
quantity_change | Available quantity changed | Jul 22, 2025 | quantity |
row_change | Row modification | Jul 22, 2025 | row |
*The active field tracking for deact_sold and found_listing_previously_deactivated was added in July 2025.
Data Evolution
The zone_change, quantity_change, and row_change types were introduced in July 2025, representing an enhancement to the tracking system that now captures more granular listing modifications.
Sample Records
timestamp,event_id,listing_id,change_type,field_changed,old_value,new_value
2022-11-14 19:27:20,0123456789,9876543210,deact_sold,,,
2022-07-05 08:20:49,0123456789,9876543210,found_listing_previously_deactivated,,,
2022-11-02 15:01:00,0123456789,9876543210,new_listing,,,
2022-11-04 23:33:30,0123456789,9876543210,price_change,price,125.00,100.91
2025-08-06 17:26:43,0123456789,9876543210,quantity_change,quantity,2,1
2025-07-22 19:42:04,0123456789,9876543210,row_change,row,KK,LL
2022-07-05 08:20:49,0123456789,9876543210,section_change,section,Orchestra Left,Orchestra Right
2025-08-07 14:28:03,0123456789,9876543210,zone_change,zone,Balkon,Parkett
Data Continuity Gaps
Known Data Gaps
The Listing Changes dataset has periods where no data was collected.
| Period | Duration |
|---|---|
| Nov 3, 2024 | 1 day |
| Nov 7, 2024 | 1 day |
| Apr 26 - Jul 21, 2025 | 66 days |
Event Reference
Event metadata included with all datasets:
| Field | Type | Description | Example |
|---|---|---|---|
event_id | Integer | Event identifier | 0123456789 |
event_name | String | Event name | Yankees vs Red Sox |
event_date | Date | Event date (YYYY-MM-DD) | 2024-07-15 |
event_time | Time | Event time local (HH:MM:SS) | 19:05:00 |
venue_name | String | Venue name | Yankee Stadium |
venue_city | String | Venue city | New York |
venue_state | String | Venue state/province | NY |