New York City School Bus Breakdowns and Delays with Real-Time Updates

Real-time updates on school bus delays and breakdowns are logged by bus vendor staff and used by OPT customer service agents to inform parents. The system includes 22 columns such as Bus_Company_Name, Reason, How_Long_Delayed, and Number_Of_Students_On_The_Bus. Data is publicly accessible from data.cityofnewyork.us and was last updated on 2026-04-03.

Use Cases

• Analyze delay frequency and duration by Bus_Company_Name and Boro to assess vendor performance.
• Identify common Reasons for breakdowns and correlate with Run_Type and School_Age_or_PreK.
• Model the impact of delays using How_Long_Delayed and Number_Of_Students_On_The_Bus for resource planning.
• Track incident trends over time using Occurred_On, Created_On, and School_Year columns.

Strengths

• Data includes 22 detailed columns covering incident cause, notification status, and operational context.
• Real-time reporting system provides timely updates, with a last recorded update on 2026-04-03.
• Specific geographic coverage indicated by the Boro column for New York City analysis.

Limitations

• Row count is unknown, which may limit suitability assessment for large-scale modeling.
• Description metadata is limited; actual data quality and completeness require manual inspection after download.

Provenance

Source

data.cityofnewyork.us

Collection Method

Logged by school bus vendor staff in the field via a real-time reporting system.

Time Range

Temporal coverage is implied by School_Year and date columns, but specific range is unknown.

Freshness

Last updated 2026-04-03 10:32:28; freshness should be verified.

Geography

Spatial coverage is New York City, as indicated by the Boro column and organization source.