Combine and resample
You'll now combine environmental data with a traffic dataset.
The traffic consists of 2 columns, light_veh and heavy_veh.
heavy_vehrepresents the number of heavy vehicles like lorries or busses per hour on a road of a small city.light_vehcontains the number of light vehicles, like automobiles or motorbikes per hour on that road.
The environmental dataset consists of
temperaturein degree Celsius.humidityin percent.sunshineduration in seconds.
Since the traffic-dataset is in 1 hour buckets, but the environmental data is in 10 minute buckets, you'll need a way to resolve this.
The data is available as environ and traffic.
Deze oefening maakt deel uit van de cursus
Analyzing IoT Data in Python
Praktische interactieve oefening
Probeer deze oefening eens door deze voorbeeldcode in te vullen.
# Combine the DataFrames
environ_traffic = pd.____([____], axis=____)
# Print first 5 rows
____