Meters data features

There is a data set for each kind of meter: electricity, hotwater, chilledwater, steam, water, irrigation, solar and gas. Each data set contains the timestamp in the format YYYY-MM-DD hh:mm:ss (local timezone) and one column per building with the meter reading in KWh. There is a reading per hour. In meters folder there are three subfolders:

• Raw
• Cleaned
• Kaggle

Raw

As the name says, these are the raw data sets, the original data for each meter. All energy meters are in kWh and all volume meters in litres.

Cleaned

This folder contains all cleaned meters data sets. Following data was replaced with NaN:

• Outliers
• Zero readings longer than 24 continuous hours
• Zero readings in electricity

In this notebook can be found the process to create them.

Kaggke

This is the data set used as public leaderboard for the Kaggle's ASHRAE great energy predicto III. This is 2017 meter reading data of buildings-meters selected for the competition.