Energy

This dataset contains individual building level energy use data for 121 million buildings and thousands of variables such as building characteristics, energy usage, energy source, energy efficiency. Data sourced from real tax assessment records was used to generate estimates of energy use. This is currently the largest and highest-resolution building energy use data available for use.

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The climate TARCK uses satellites, other remote sensing techniques, and artificial intelligence to deliver a detailed, independent look at global emissions.

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This analysis walks through reading, summarizing and visualizing data from millions of buildings at the zip and county level.

This analysis uses machine learning algorithms on individual to identify the most important building attributes that predict energy use and efficiency potential.