OpenML
behavior-urban-traffic

behavior-urban-traffic

active ARFF Public Domain (CC0) Visibility: public Uploaded 19-05-2021 by Meilina Reksoprodjo
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The database was created with records of behavior of the urban traffic of the city of Sao Paulo in Brazil from December 14, 2009 to December 18, 2009 (From Monday to Friday). Registered from 7:00 to 20:00 every 30 minutes. The data set Behavior of the urban traffic of the city of Sao Paulo in Brazil was used in academic research at the Universidade Nove de Julho - Postgraduate Program in Informatics and Knowledge Management.

18 features

Hournominal27 unique values
0 missing
Immobilized_busnumeric4 unique values
0 missing
Broken_Trucknumeric6 unique values
0 missing
Vehicle_excessnumeric2 unique values
0 missing
Accident_victimnumeric4 unique values
0 missing
Running_overnumeric3 unique values
0 missing
Fire_vehiclesnumeric2 unique values
0 missing
Occurrence_involving_freightnumeric2 unique values
0 missing
Incident_involving_dangerous_freightnumeric2 unique values
0 missing
Lack_of_electricitynumeric5 unique values
0 missing
Firenumeric2 unique values
0 missing
Point_of_floodingnumeric4 unique values
0 missing
Manifestationsnumeric2 unique values
0 missing
Defect_in_the_network_of_trolleybusesnumeric5 unique values
0 missing
Tree_on_the_roadnumeric2 unique values
0 missing
Semaphore_offnumeric4 unique values
0 missing
Intermittent_Semaphorenumeric2 unique values
0 missing
Slowness_in_traffic_percentnumeric83 unique values
0 missing
Show all 18 features

19 properties

NumberOfInstances
135
Number of instances (rows) of the dataset.
NumberOfFeatures
18
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
17
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Dimensionality
0.13
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
94.44
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
5.56
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Show all 19 properties

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