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.

This table includes the results of the Primary Language Is Not English (PLINE) census of Cambridge Public School students taken in early October of every school year.

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

This dataset contains compliance status and energy and water use data gathered through the Building Energy Use Disclosure Ordinance (BEUDO). Property details, energy use and water use data are submitted by property owners or managers whose properties are subject to BEUDO through an online energy and water use benchmarking 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 in the 2015 BEUDO reporting cycle. These include nonresidential properties 50,000 square feet or more, residential properties with 50 or more units and municipal properties 10,000 square feet or more. In 2016, nonresidential properties 25,000 square feet or more began submitting reports for the first time and their data was disclosed beginning in 2017.

Please note that the “Property Type” column distinguishes reports based on whether they contain information about a single building or multiple buildings. If you are running summary statistics on this dataset, make sure to avoid duplicating data by filtering for “single” reports and “parent” reports. Child properties are buildings also included in parent reports. The “Buildings Included” column details what buildings are included in parent reports, with the first building ID indicating the parent property.

This dataset contains the street sweeping schedule for 2016. Public Works mechanically sweeps each street in Cambridge once per month, April through December (weather permitting). Signs are posted on each residential street indicating the schedule, which differs by city district and street side. In order to ensure that streets are properly cleaned, cars must move off the side of the street being swept to avoid being ticketed and towed. The Cambridge Open Data portal contains a related dataset called Street Sweeping Districts, which is a polygon layer illustrating the districts on a map. That dataset is available here: https://data.cambridgema.gov/Geographic-Information-GIS-/Street-Sweeping-Districts/upm7-2w6p.

Street sweeping does not occur on holidays. Sweeping that would otherwise fall on a holiday is rescheduled for an alternate date. This dataset indicates when sweeping is rescheduled for an alternate day due to a holiday. Holiday schedule is:

Patriot's Day, April 18th will be swept on April 29th
Independence Day, July 4th will be swept on June 29th
Labor Day, September 5th will be swept on August 29th
Columbus Day, October 10th will be swept on September 29th
Veteran's Day, November 11th will be swept on October 31st
Thanksgiving Day, November 24th will be swept on November 29th
Christmas holiday, December 26th -will be swept on December 29th

In addition to neighborhood sweeping, City squares are cleaned daily: on weekdays from 7 am to 3 pm, weekends and holidays from 4 am to 8 am (street sweeping) and 6 am to 10 am (hand-cleaning crew). Litter barrels in squares are emptied twice daily on weekdays and three times daily on weekends.

See the Cambridge street sweeping webpage at:http://www.cambridgema.gov/theworks/ourservices/streetcleaning/schedulesandroutes

Unshoveled/Icy Sidewalk Violations Since 12/1/2007

Non-emergency service requests submitted through Cambridge's Commonwealth Connect application powered by SeeClickFix Open311.

Please note that the City of Cambridge uses Commonwealth Connect to track both public and internal work orders. Occasionally, a ticket will change from internal to public, or vice-versa. All tickets that originated as public requests are included in this dataset. However, technical constraints prevent us from displaying information for tickets that originated as internal work orders.

Prior to using Commonwealth Connect, the City utilized iReport. Three open datasets derive from historical iReport data:
-Pothole Repair Requests (https://data.cambridgema.gov/Public-Works/Pothole-Repair-Requests/h2y4-rf5c)
-Graffiti Cleanup Requests (https://data.cambridgema.gov/Public-Works/Graffiti-Clean-Up-Requests/hk2d-8z9b)
-Unshoveled/Icy Sidewalk Complaints (https://data.cambridgema.gov/Public-Works/Unshoveled-Icy-Sidewalk-Complaints/72bt-ct3c)
-Snow/Ice Sidewalk Ordinance Violations (https://data.cambridgema.gov/Public-Works/Snow-Ice-Sidewalk-Ordinance-Violations/q8b2-58ab)

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

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.

These median incomes were estimated in a two step process. Income related blockgroup data from the 2017-2021 American Community Survey was recompiled by the Cambridge Community Development Department to align with approximate neighborhood boundaries. Median values were then interpolated for each geographic area from the compiled distribution of incomes. All amounts reported in 2021 dollars.