Stanford Urban Informatics Lab

auto-urban-substructure-ident

census_area

:large_blue_diamond: Get Census Data from the API for arbitrary areas

dues-extension

Extension of DUE-S with updated ML and Sacramento data

learning-occupant-network

Code for paper: Learning socio-organizational network structure in buildings with ambient sensing data

MEMPI-energy-management-system

NYC-transport

An (updated) Unified Database of NYC transportation (subway, taxi/Uber, and citibike) data.

Open-Data-Benchmarking

Code for the paper: Examining the feasibility of using open data to benchmark building energy usage in cities: a data science and policy perspective

svce-data-processing

Processing SVCE data to comply with modified "15/15 rule"

udi-proximity-relationship-learning

Code for the paper: Urban Data Integration Using Proximity Relationship Learning for Design, Management, and Operations of Sustainable Urban Systems.

understanding-occupant-activities-public

Code for paper: Understanding building occupant activities at scale: An integrated knowledge-based and data-driven approach. Advanced Engineering Informatics 37, 1-13.

Urban-Informatics-Lab/understanding-occupant-activities-public

Code for paper: Understanding building occupant activities at scale: An integrated knowledge-based and data-driven approach. Advanced Engineering Informatics 37, 1-13.

Urban-Informatics-Lab/NYC-transport

An (updated) Unified Database of NYC transportation (subway, taxi/Uber, and citibike) data.

Urban-Informatics-Lab/Open-Data-Benchmarking

Code for the paper: Examining the feasibility of using open data to benchmark building energy usage in cities: a data science and policy perspective

Urban-Informatics-Lab/udi-proximity-relationship-learning

Code for the paper: Urban Data Integration Using Proximity Relationship Learning for Design, Management, and Operations of Sustainable Urban Systems.

Urban-Informatics-Lab/auto-urban-substructure-ident

Urban-Informatics-Lab/dues-extension

Extension of DUE-S with updated ML and Sacramento data

Urban-Informatics-Lab/learning-occupant-network

Code for paper: Learning socio-organizational network structure in buildings with ambient sensing data

Urban-Informatics-Lab/census_area

:large_blue_diamond: Get Census Data from the API for arbitrary areas

Urban-Informatics-Lab/e-audit

Building feature classification via load matching on simulated building database

Urban-Informatics-Lab/MEMPI-energy-management-system

Urban-Informatics-Lab/svce-data-processing

Processing SVCE data to comply with modified "15/15 rule"

Urban-Informatics-Lab/thermal

Utility for the rapid collection of geospatial data adjacent to buildings using Google Earth Engine

Urban-Informatics-Lab/EnergyPlusWeather.jl

Utility for reading EnergyPlus Weather Files (.epw) as a DataFrame with missing values filled in Julia

Urban-Informatics-Lab/invisible_walls

Companion data for reproduction of the paper Invisible Walls: Exploration of Microclimate Effects on Building Energy Consumption in New York City