The Economic Development Division maintains a listing and map of Cambridge companies working in the life sciences and information technology sectors. The listing is not intended as a comprehensive source for businesses information. The data is sourced from news items, real estate industry market reports and industry associations, such as MassBIO.

This dataset contains compliance status and energy and water use data gathered under the Building Energy Use Disclosure Ordinance (BEUDO) program. Property details, energy use and water use data are submitted by property owners or managers whose properties are subject to BEUDO through an online tool called ENERGY STAR Portfolio Manager. Parcel level property information is obtained from the City of Cambridge Property Database.

Energy and water use information submitted by property owners and managers is shown for properties that first began reporting data on energy used in 2015. Energy use for the listed Data Year is required to be reported by May of the next year. Properties subject to BEUDO reporting include:
- nonresidential properties 25,000 square feet or more,
- residential properties with 50 or more units and
- municipal properties 10,000 square feet or more.

Reports may include data on one or more buildings. The specific building IDs included (from the Cambridge GIS Building Footprints layer) are listed in the Buildings Included column. The report level is the most detailed level of energy use available - if multiple buildings are included in a report, we do not have energy use on the individual buildings, only the group. Building IDs and what they refer to have changed over time, even for buildings that did not change. To ensure you are using only comparable data when comparing reports over time, you should only make direct comparisons for reports with the same Reporting ID.

Properties with no energy data included are those that were identified as being subject to BEUDO for the given Data Year, but which did not submit a report.

Note that the City of Cambridge makes all efforts to acquire accurate data from BEUDO properties. The data may still contain errors or omissions. Under the 2023 amendments to the BEUDO ordinance, reporters will be required to get third-party verification of their reporting data.

Envision Cambridge is a community-wide process to develop a comprehensive plan for a more livable, sustainable, and equitable Cambridge. In 2016, Envision Cambridge staff embarked on a listening and visioning campaign to better understand how Cantabrigians view their city and imagine its future.
The Envision Cambridge Street Team collected this data using the project’s Mobile Engagement Station. The Street Team asked participants at various locations across the City and throughout 2016 to mark a large map of Cambridge with their favorite and least favorite places in the city, and where they would like to see future change. Participants marked these locations in green, red, and blue, respectively. Some participants also included comments next to their markings. The Street Team regularly photographed the map. Envision Cambridge staff than translated the markings in those photos into a geospatial dataset using GIS. This dataset shows participant responses that covered specific points. Note that all coordinates listed in this dataset pertain to the topic of discussion rather than the location of the mobile engagement station. For example, the Location column in this dataset might list Fresh Pond as the area in which feedback was collected, but if the feedback pertained to Central Square, then the lat/long coordinates will as well.

Profiles of development projects that are subject to Section 22.20 – Green Building Requirements of the Zoning Ordinance. Green Building Requirements ensures that major new projects and substantially rehabilitated buildings are planned, designed and constructed using environmentally sustainable and energy-efficient practices. The green building ordinance uses sustainable building rating systems as a technical framework to ensure that buildings throughout the City achieve a higher level in building energy use and efficiency, sustainability, and resiliency but does not require certification.

List of permits for all swimming pools, hot tubs, wading pools, and whirlpools in the city of Cambridge

This data set combines information from eight sustainable building certification programs, including two City regulatory programs, to show the extent and location of sustainable buildings in Cambridge.

For inclusion in this data set, a building must meet at least one of the following criteria: receive approval from the City’s Article 22 regulatory process; receive certification from the Passive House program; receive certification from Enterprise Green Communities; or receive LEED certification under a LEED system that requires the whole building to meet sustainability standards.

Some buildings meet two or more of these criteria. Information provided about the applicable sustainable building programs for qualifying buildings includes certification levels, certification types, ratings, or scores. Additionally, this data set contains information about other certifications (ENERGY STAR, Fitwel, and WELL) that may apply to covered buildings. If a covered building participates in the City’s BEUDO regulatory process, this data set indicates that. More specific information about BEUDO building energy usage can be found in the separate BUEDO data set.

In this dataset, we use Cambridge GIS Building IDs as unique identifiers for certified sustainable buildings. Building IDs refer to one physical structure, even if there are multiple street addresses associated with that structure.

5-minute interval electric data for the Cambridge Senior center located at 806 Massachusetts Avenue from April 2013 through July 2018. The dataset enables analysis of electricity usage patterns over a series of days, weeks, months and years; this can help identify opportunities to reduce energy use and demand and can be used as a starting point to correlate energy consumption changes with conservation measures.

Electricity use is the amount of electricity that has been consumed over a certain period of time. Electricity demand is the maximum amount of electrical energy that is being consumed at a given time. Electricity use is measured in kilowatt hours (kWh). Electricity demand is measured in kilowatts (kW). Additionally, this dataset contains measurements for Power Factor and Reactive Power. Power Factor is the ratio of the real power that is flowing to the load and the apparent power that is supplied to the circuit. Reactive Power occurs in alternating current circuits when there is a phase difference between voltage and current. It is measured in kVAR for demand and kVARh for use.

A list of permits for the installation of solar panels on buildings in Cambridge.

This dataset contains an inventory of Cambridge's estimated community-wide greenhouse gas emissions for the year 2012. The data was created by DNV-GL, MAPC and the Environmental & Transportation division of the Community Development Department. It was created to establish a baseline for total emissions community wide per the City’s commitment to the Global Covenant of Mayors. It provides a baseline for the City to set reduction goals and track progress towards those goals over time.

Scope 1 and 2 emissions from City of Cambridge activities for the years 2008 through 2012. For more information, visit: http://www.cambridgema.gov/CDD/climateandenergy/municipalsustainability/municipalghginventory