Center for Machine Learning and Intelligent Systems 		About  Citation Policy  Donate a Data Set  Contact


Repository Web            Google
View ALL Data Sets

× Check out the beta version of the new UCI Machine Learning Repository we are currently testing! Contact us if you have any issues, questions, or concerns. Click here to try out the new site.

Metro Interstate Traffic Volume Data Set
Download: Data Folder, Data Set Description

Abstract: Hourly Minneapolis-St Paul, MN traffic volume for westbound I-94. Includes weather and holiday features from 2012-2018.

Data Set Characteristics:  

Multivariate, Sequential, Time-Series

Number of Instances:

48204

Area:

N/A

Attribute Characteristics:

Integer, Real

Number of Attributes:

9

Date Donated

2019-05-07

Associated Tasks:

Regression

Missing Values?

N/A

Number of Web Hits:

107788

Source:

John Hogue, john.d.hogue '@' live.com, Social Data Science & General Mills


Data Set Information:

Hourly Interstate 94 Westbound traffic volume for MN DoT ATR station 301, roughly midway between Minneapolis and St Paul, MN. Hourly weather features and holidays included for impacts on traffic volume.


Attribute Information:

holiday Categorical US National holidays plus regional holiday, Minnesota State Fair
temp Numeric Average temp in kelvin
rain_1h Numeric Amount in mm of rain that occurred in the hour
snow_1h Numeric Amount in mm of snow that occurred in the hour
clouds_all Numeric Percentage of cloud cover
weather_main Categorical Short textual description of the current weather
weather_description Categorical Longer textual description of the current weather
date_time DateTime Hour of the data collected in local CST time
traffic_volume Numeric Hourly I-94 ATR 301 reported westbound traffic volume


Relevant Papers:

Talk on anomaly detection.
[Web Link]



Citation Request:

Traffic data from MN Department of Transportation
Weather data from OpenWeatherMap

Supported By:

 In Collaboration With:
About  ||  Citation Policy  ||  Donation Policy  ||  Contact  ||  CML