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Bus-Breakdown-and-Delays-NYC

Bus-Breakdown-and-Delays-NYC

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Stewart
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Context Bus Breakdown and Delays You can find the road where the traffic was heavy for the New York City Taxi Trip Duration playground. Content The Bus Breakdown and Delay system collects information from school bus vendors operating out in the field in real time. Bus staff that encounter delays during the route are instructed to radio the dispatcher at the bus vendors central office. The bus vendor staff are then instructed to log into the Bus Breakdown and Delay system to record the event and notify OPT. OPT customer service agents use this system to inform parents who call with questions regarding bus service. The Bus Breakdown and Delay system is publicly accessible and contains real time updates. All information in the system is entered by school bus vendor staff. You can find data for years 2015 to 2017.

20 features

Bus_Company_Namestring91 unique values
0 missing
School_Age_or_PreKstring2 unique values
0 missing
Breakdown_or_Running_Latestring2 unique values
0 missing
Last_Updated_Onstring145769 unique values
0 missing
Incident_Numberstring4665 unique values
142341 missing
Informed_Onstring75822 unique values
0 missing
Have_You_Alerted_OPTstring2 unique values
0 missing
Has_Contractor_Notified_Parentsstring2 unique values
0 missing
Has_Contractor_Notified_Schoolsstring2 unique values
0 missing
Number_Of_Students_On_The_Busnumeric123 unique values
0 missing
How_Long_Delayedstring1860 unique values
21822 missing
School_Yearstring4 unique values
0 missing
Borostring11 unique values
6318 missing
Created_Onstring75822 unique values
0 missing
Occurred_Onstring70108 unique values
0 missing
Schools_Servicedstring5179 unique values
2 missing
Reasonstring10 unique values
0 missing
Route_Numberstring11258 unique values
0 missing
Bus_Nostring10750 unique values
2 missing
Run_Typestring10 unique values
2 missing
Busbreakdown_ID (ignore)numeric147972 unique values
0 missing

19 properties

147972
Number of instances (rows) of the dataset.
20
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
170487
Number of missing values in the dataset.
142962
Number of instances with at least one value missing.
1
Number of numeric attributes.
0
Number of nominal attributes.
0
Percentage of nominal attributes.
Average class difference between consecutive instances.
5
Percentage of numeric attributes.
5.76
Percentage of missing values.
96.61
Percentage of instances having missing values.
0
Percentage of binary attributes.
0
Number of binary attributes.
Number of instances belonging to the least frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the most frequent class.
0
Number of attributes divided by the number of instances.

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