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        <idPurp>This layer filters the land parcel database to only show parcels in Framingham, Quincy, Lynn, Revere, Somerville, Cambridge, Chelsea, Malden and Everett with use codes greater than 101 and less than or 126; these use codes represent multi-family housing;
-------------------------------------------

Last updated: May 2019.
The Massachusetts Land Parcel Database is a statewide atlas of more than 2.1 million land parcel boundaries and associated tax assessor data. Due to the large size of the statewide layer (ma_parcels_poly), it is also available for distribution split into 3 distinct layers. The Metro Boston region (ma_parcels_metrofuture) covers 164 municipalities in the Greater Boston area. The Southeast region (ma_parcels_southeast) covers 40 municipalities along the South Coast, Cape Cod, and Islands. The remaining 147 municipalities are in the Central and Western region (ma_parcels_west) that covers west of I-495.

Working from digital parcel and assessor records created and/or standardized by MassGIS (the Commonwealth’s Office of Geographic Information), MAPC compiled data previously available only on a town-by-town basis in each of the state’s 351 municipalities. In addition, we calculated additional statistics about each parcel, including floor area ratio, assessed value per area, impervious surface, and other indicators. This dataset is a unique resource for planners, researchers, advocates, and taxpayers interested in land use, urban form, development opportunities, and tax assessment across the state. We also hope that its availability and use will encourage municipalities to maintain and update their parcel boundary and assessment information and to submit those updates to MassGIS so that the dataset will remain current over time. Below we describe the key features of the dataset, the methods used by MAPC to summarize assessors’ data, and the land use statistics we calculated. Additional details can be found in a technical appendix with a description of the process and snippets of relevant python code.</idPurp>
        <idAbs>&lt;DIV STYLE="text-align:Left;"&gt;&lt;DIV&gt;&lt;DIV&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;Summarizing Assessors Records &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;While most land parcels are owned by a single entity and assessed accordingly, there are other parcels with multiple ownership interests and separate tax assessment records. Condominiums are the most typical example—the land is held in common and each unit is assessed and taxed based on its value and share of the commonly held assets. In these cases, one parcel will have multiple associated assessor records. The “many-to-one” relation between assessor records and lot &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;boundaries makes it difficult to map or analyze parcel characteristics directly from the assessor data. To overcome this difficulty, MAPC summarized selected assessor’s fields for each parcel by summing the totals, finding the range, or choosing the value of one selected record. Specific methods used for each field are outlined in the table below. Some key fields are discussed here, including MAPC-calculated fields. &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;Assessed Values and Last Sale Date/Price &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;Four value fields are included in the standard assessors extract: building value, land value, other value (improvements such as swimming pools), and total value. We summed the values from the assessor records associated with each parcel. It should be noted that condominiums generally have no land value associated with individual unit records—all the value is contained within the building value for each unit. As a result, statistics utilizing land value should exclude condominium parcels. The assessor data also provides the last sale date and last sale price where it is known (the presence of this data varies widely across municipalities.) Where there were multiple assessor records for a parcel, we selected the record with the most recent sale date and use that record to populate the last sale date and last sale price for that parcel. Data are current as of the Fiscal Year indicated, and have not been adjusted for inflation. Municipalities reassess all property every three years, so the year of assessment may precede the fiscal year. &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;Use Codes and Building Attributes &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;Each assessor record includes a numeric land use code (LUC) indicating the principle use of the property. The Massachusetts Department of Revenue publishes the official list of standard 3-digit classification codes3 for use by municipal assessors. There are two challenges when attempting to summarize land use codes from the assessors extract: first, where there are multiple assessors records associated with a parcel, each could have a different LUC, and LUC values cannot simply be totaled or averaged to yield a useful summary. Second, many assessors use nonstandard codes, either a 4 digit code or a 3 digit combination not included in the DOR standard; further, the description provided in assessors data means that the same nonstandard code may indicate different land uses in two different municipalities. &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;To account for more than one use code is associated with a single parcel, MAPC selected both the minimum and maximum values for the LUC in each parcel. (For parcels with a single assessor record, these will be identical.) For non-standard codes MAPC applied a two-step standardization process: First, trimed four digit codes to three. Then, we matched nonstandard codes to a standard code using a manually created look-up table. The minimum and maximum values for both the “native” and standardized codes are provided in the parcel database. The “native” codes may be more useful for analysis within a given municipality, but the standard codes are essential for analyzing land uses across municipal boundaries. &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;Both building area and residential area values from the assessor records are summed for each parcel. Our review of records from various municipalities suggests that these fields are not consistently defined or measured by each assessor. In some cases, only one or the other field is filled in; in other cases there are values for both fields, which could be equivalent to gross and finished building area. Given this uncertainty, MAPC recommends that the most useful comparative statistic would be to take the larger of the two values (usually Building Area) and treat it as gross floor area. For the year built field, MAPC chose the most recent date. &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;Massachusetts Land Parcel Database-Summary&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;Units &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;Unit counts from assessor records are often absent, and/or may be unreliable. We sum the values in the “Reported Units” field but also developed our “best estimate” of unit count by analyzing two other data points: the number of assessor records reported for each parcels, and the land use code. For example, where the use code is 102 (condominiums), we estimate units based on a count of assessor records. If the unit count is absent or inconsistent with the land use code, we use the low end of the range for land use code unit count as the estimated units. &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;Floor Area Ratio &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;Floor Area Ratio (FAR) is a measure of building density. FAR is estimated using three of assessors’ data set attributes: building area, residential area, and total lot area. To resolve inconsistent definitions of floor area, we use the larger of either building area or residential area and divide by total lot area in square feet. Values over 40 (the FAR of the densest parcel observed in Downtown Boston) were assumed to be erroneous and were removed from the final dataset. &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;Land Cover &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;MAPC calculated two aspects of land cover for parcels: percent of the lot covered by a building (rooftops), and percent of the lot that is impervious but not covered by a building structure (paved area.) MAPC used MassGIS's impervious surface layer (2005) and Building Structures layer (2017) for the land cover estimates. These two estimates were combined to yield a total lot coverage estimate. Some parcels will have rooftops but no paved area if the development post-dated 2005 when the impervious surface data was collected. &lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;Value metrics &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;In order to have a meaningful basis for comparing the assessed values of properties across Massachusetts towns, the values are normalized by calculating the total value per acre, building value per square foot of floor area, and land value per acre. We also estimate the ratio of building value to land value, to identify parcels with relatively high value improvements and those that may be underbuilt relative to their land value. Land value per acre, building value per square feet of floor area, and improvement/land value ratio are not calculated for condos where all value is treated as building value and land values are null. &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;Maintenance &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;&lt;SPAN&gt;MAPC plans to maintain this database with updates published by MassGIS, with data collected through our planning activities, and with spot corrections of erroneous or misleading data as necessary. MassGIS will be vigorously encouraging communities to maintain their standardized digital assessor parcel mapping in compliance with Level 3 of the digital parcel standard. Maintaining Level 3 compliant data may be no more expensive than maintaining other forms of parcel mapping. The Department of Revenue’s Bureau of Local Assessment may soon recommend that assessors maintain their mapping in compliance with Level 3 of the standard. MassGIS has assembled information and resources6 for municipalities interested in maintaining standardized parcel mapping. &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN /&gt;&lt;/P&gt;&lt;/DIV&gt;&lt;/DIV&gt;&lt;/DIV&gt;</idAbs>
        <idCredit>MassGIS' Level 3 Assessors’ Parcel Mapping data set is the primary source of information used for compiling the Massachusetts Land Parcel Database. MassGIS produced the following products for each city and town: 1) spatial data with parcel boundaries meeting the Level 3 specifications of the MassGIS Digital Parcel Standard2, and 2) a table containing a standard extract of 25 elements from the tax assessor database. Data for each municipality must be downloaded as a separate database or shapefile. Since the City of Boston is not included in the MassGIS Level 3 parcel initiative, we requested and received parcel boundaries and assessors data directly from City of Boston staff for FY 2017.  The Tax Assessor fields compiled here—including valuation, use, floor area, and more— date from Fiscal Year 2010 to FY 2019, depending on when MassGIS received and processed the data, or subsequent updates by MassGIS or MAPC. 
We used the most current Level 3 parcels datasets available.</idCredit>
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                <attrdef>Parcel LOC_ID is the unique map identifier. It is created by combining a letter identifying the units of the coordinates from which the identifier is created ( “F” for units of US Survey Feet and “M” for meters; assachusetts State Plane System, NAD83 datum) with X and Y coordinate values of a point that lies within the polygon.</attrdef>
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                <attrdef>Indicates type of ownership: FEE, TAX, ROW, WATER,
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                <attrdef>Parcel ID appearing on the original assessor's map</attrdef>
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                <attrdef>Count of Assessors records for each parcel (more than one if
condominium)</attrdef>
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                <attrdef>Sum of assessed land value for all associated assessors records.
Generally zero for condominiums where land value is allocated
among individual condo deeds. Value in $</attrdef>
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                <attscale Sync="TRUE">0</attscale>
                <attrdef>Sum of assessed building value for all associated assessors
records. For condominiums, generally includes land value.
Value in $</attrdef>
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                <attrdef>Sum of assessed value for accessory buildings or other
improvements on all associated assessors records. Value in $</attrdef>
                <attrdefs>local assessor data</attrdefs>
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                <attalias Sync="TRUE">Total Assessed Value</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Sum of total assessed value for all associated assessors records. Because some databases include other categories of valuation not included above, this may not represent the total of the fields above. Value in $</attrdef>
                <attrdefs>local assessor data</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">ls_price</attrlabl>
                <attalias Sync="TRUE">Last Sale Price</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Last sale price, aggregated (sum of) assessor’s records for each
parcel. Value in $</attrdef>
                <attrdefs>local assessor data</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">ls_date</attrlabl>
                <attalias Sync="TRUE">Last Sale Date</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">10</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Date of most recent last sale from all associated assessors records,
maximum value among assessor’s records for each parcel
Value in YYYYMMDD</attrdef>
                <attrdefs>las assessor data</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">bldg_area</attrlabl>
                <attalias Sync="TRUE">Gross Building Area</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Aggregated (sum) of assessor’s records of BLD_AREA (finished
building area) for each parcel. Assessors’ methods vary widely
but gross building area may include garages, stairwells,
basements, and other uninhabitable areas. (MassGIS field
BLD_AREA). Units: square feet</attrdef>
                <attrdefs>MassGIS</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">res_area</attrlabl>
                <attalias Sync="TRUE">Finished Building Area</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Total residential living area aggregated (sum of) assessor’s
records for each parcel. Assessor’s methods vary widely but net
building area may exclude garages, stairwells, basements, and
other uninhabitable areas (MassGIS field RES_AREA). 
Units: square feet</attrdef>
                <attrdefs>MassGIS</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">luc_1</attrlabl>
                <attalias Sync="TRUE">Assessors Use Code (Min)</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">5</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>The minimum property type classification code found on all of the associated assessors records; may include non-standard codes assigned by local staff</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">luc_2</attrlabl>
                <attalias Sync="TRUE">Assessors Use Code (Max)</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">5</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>The maximum property type classification code found on all of the associated assessors records; may include non-standard codes assigned by local staff</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">luc_adj_1</attrlabl>
                <attalias Sync="TRUE">Standard Use Code (Min)</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">5</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>The minimum property type classification code, after non-standard codes were assigned by MAPC to the best match of standard codes</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">luc_adj_2</attrlabl>
                <attalias Sync="TRUE">Standard Use Code (Max)</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">5</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>The maximum property type classification code, after non-standard codes were assigned by MAPC to the best match of standard codes</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">num_units</attrlabl>
                <attalias Sync="TRUE">Reported Units</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Number of units reported on assessors records, aggregated (sum of) assessor’s records for each parcel.</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">units_est</attrlabl>
                <attalias Sync="TRUE">Estimated Units</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>MAPC's best estimate of number of units, based on comparing the reported units, count of assessors records, and reported classification code</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">units_src</attrlabl>
                <attalias Sync="TRUE">Estimated Units Source</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Source of estimated units. units_nu = reported units; luc_adju = MAPC estimate based on use code; loc_idcn = count of associated assessors records for the parcel</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">num_rooms</attrlabl>
                <attalias Sync="TRUE">Reported Rooms</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Total room count as determined by assessor, aggregated (sum of) assessor’s records for each parcel; may be absent for some property types or non-comparable across municipalities</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">yr_built</attrlabl>
                <attalias Sync="TRUE">Most Recent Year Built</attalias>
                <attrtype Sync="TRUE">Integer</attrtype>
                <attwidth Sync="TRUE">4</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Most recent year built on associated assessors records, format YYYY</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">site_addr</attrlabl>
                <attalias Sync="TRUE">Address</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">80</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Parcel address</attrdef>
                <attrdefs>Assessor data</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">addr_str</attrlabl>
                <attalias Sync="TRUE">Street</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">60</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Parcel Street</attrdef>
                <attrdefs>Assessor data</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">addr_num</attrlabl>
                <attalias Sync="TRUE">Street Number</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">12</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Parcel street number</attrdef>
                <attrdefs>Assessor data</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">addr_zip</attrlabl>
                <attalias Sync="TRUE">Zip Code</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">12</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Parcel zip code</attrdef>
                <attrdefs>Assessor data</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">owner_name</attrlabl>
                <attalias Sync="TRUE">Owner Name</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">80</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Name of the Owner(s) for the parcel</attrdef>
                <attrdefs>Assessor data</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">owner_addr</attrlabl>
                <attalias Sync="TRUE">Owner Address</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">80</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Adress for the parcel owner</attrdef>
                <attrdefs>Assessor data</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">owner_city</attrlabl>
                <attalias Sync="TRUE">Owner City</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">25</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Mailing municipality for the parcel owner(s)</attrdef>
                <attrdefs>Assessor data</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">owner_stat</attrlabl>
                <attalias Sync="TRUE">Owner State</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">4</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Mailing state for the parcel owner</attrdef>
                <attrdefs>Assessor data</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">owner_zip</attrlabl>
                <attalias Sync="TRUE">Owner Zip Code</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">10</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Mailing zip code for parcel owner</attrdef>
                <attrdefs>assessor data</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">fy</attrlabl>
                <attalias Sync="TRUE">Fiscal Year</attalias>
                <attrtype Sync="TRUE">Integer</attrtype>
                <attwidth Sync="TRUE">4</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Fiscal Year of the assessor’s data from which the information was extracted. Format: YYYY</attrdef>
                <attrdefs>Assessor data</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">lot_areaft</attrlabl>
                <attalias Sync="TRUE">Lot Area (square feet)</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Calculated by MAPC based on digital parcel boundary. May include water area. Units: square feet.</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">far</attrlabl>
                <attalias Sync="TRUE">Floor Area Ratio</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>A measure of density calculated by MAPC using either Gross or Finished building area (whichever is greater) divided by the Lot Area</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">pct_imperv</attrlabl>
                <attalias Sync="TRUE">Percent Impervious (Total)</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>MAPC estimate of impervious cover (buildings and pavement) on the parcel based on a combination of MassGIS's impervious surface layer (2005) and building rooftop layer (2012)</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">pct_bldg</attrlabl>
                <attalias Sync="TRUE">Percent Building Coverage</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Percent of parcel estimated to be covered by a building</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">pct_pave</attrlabl>
                <attalias Sync="FALSE">Percent Pavement Coverage</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Percent of parcel that is non-rooftop impervious surface; may include parking areas, internal roadways, sidewalks, patios, or sandy/rocky ground.</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">landv_pac</attrlabl>
                <attalias Sync="TRUE">Land Value per Acre</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Assessed land value divided by lot area in acres. Units: $/acre</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">Bldgv_psf</attrlabl>
                <attalias Sync="TRUE">Building Value per Sq Ft of Floor Area</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Assessed building value divided by the building/finished area in sq ft (recorded by assessors). Units: $/square foot.</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">totv_pac</attrlabl>
                <attalias Sync="TRUE">Total Value per Acre</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Total assessed value divided by lot area in acres</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">bldlnd_rat</attrlabl>
                <attalias Sync="TRUE">Improvement to Land Value Ratio</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Improvement value (building + other values) divided by total land value, where available</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">sqm_imperv</attrlabl>
                <attalias Sync="TRUE">Total  Impervious Area (sqm)</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>MAPC estimate of impervious cover (buildings and pavement) on the parcel based on a combination of MassGIS's impervious surface layer (2005) and building rooftop layer (2012) Units: square meters</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">realesttyp</attrlabl>
                <attalias Sync="TRUE">Real Estate Type</attalias>
                <attrtype Sync="TRUE">String</attrtype>
                <attwidth Sync="TRUE">5</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>One digit MAPC-assigned use category for non-residential properties based on land use codes and FAR (density values)</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">sqm_bldg</attrlabl>
                <attalias Sync="TRUE">Building Coverage Area (sqm)</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Parcel area estimated to be covered by a building. Units: square meters</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">temp</attrlabl>
                <attalias Sync="TRUE">temp</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">sqm_pave</attrlabl>
                <attalias Sync="TRUE">Paved Coverage Area (sqm)</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef>Parcel area that is non-rooftop impervious surface; may include parking areas, internal roadways, sidewalks, patios, or sandy/rocky ground. Units: square meters</attrdef>
                <attrdefs>MAPC</attrdefs>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">shape_Length</attrlabl>
                <attalias Sync="TRUE">shape_Length</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef Sync="TRUE">Length of feature in internal units.</attrdef>
                <attrdefs Sync="TRUE">Esri</attrdefs>
                <attrdomv>
                    <udom Sync="TRUE">Positive real numbers that are automatically generated.</udom>
                </attrdomv>
            </attr>
            <attr>
                <attrlabl Sync="TRUE">shape_Area</attrlabl>
                <attalias Sync="TRUE">shape_Area</attalias>
                <attrtype Sync="TRUE">Double</attrtype>
                <attwidth Sync="TRUE">8</attwidth>
                <atprecis Sync="TRUE">0</atprecis>
                <attscale Sync="TRUE">0</attscale>
                <attrdef Sync="TRUE">Area of feature in internal units squared.</attrdef>
                <attrdefs Sync="TRUE">Esri</attrdefs>
                <attrdomv>
                    <udom Sync="TRUE">Positive real numbers that are automatically generated.</udom>
                </attrdomv>
            </attr>
        </detailed>
    </eainfo>
    <mdDateSt Sync="TRUE">20230511</mdDateSt>
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                <city>Boston</city>
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