MTA Metro-North Delay Verification: Train Performance and Cancellations

New York's Metro-North Railroad delay data tracks trains that are canceled, terminated, substituted by bus, or arrive late. The dataset includes specific train numbers, branches, stations, and minutes late for each incident. Records appear to be available from 2012 onward, providing a longitudinal view of service reliability.

Use Cases

• Analyzing delay frequency by Branch and Arrive Station to identify problematic routes.
• Calculating average Minutes Late by Depart Time or Period to assess peak service quality.
• Tracking the count of canceled trains (Status) over time to measure operational stability.
• Investigating specific incident details using Train number, Service Date, and Depart Station.

Strengths

• Provides a long-term record of service disruptions, with a time range beginning in 2012.
• Includes specific operational details like Train number, Branch, and Minutes Late for granular analysis.
• Dataset is hosted on multiple government platforms (Socrata, Data.gov), indicating official provenance and public importance.

Limitations

• Key metadata is missing or conflicting: row counts and dataset size are unknown, and the last updated date differs between sources (2026-05-28 vs. 2026-04-11).
• The column list is incomplete for the Data.gov source, limiting a full understanding of its schema across all platforms.
• The description defines 'delayed' broadly (canceled, terminated, bus substitution, late arrival) but the data may not distinguish the cause for each status.

Provenance

Source

State of New York / MTA Metro-North Railroad

Collection Method

Likely generated from operational train control and reporting systems.

Time Range

Beginning 2012

Freshness

Last updated dates conflict: Socrata shows 2026-05-28, while Data.gov shows 2026-04-11.

Geography

Metro-North Railroad service area (New York, Connecticut, and a portion of New Jersey)