Jobs by Sector across Gateway City Districts

LODES 2023 employment in downtown cores and neighborhood commercial districts — 25 Massachusetts Gateway Cities

These charts draw on 2023 LODES workplace employment data to show the sectoral composition of jobs located within algorithmically-delineated downtown cores and neighborhood commercial districts across Massachusetts's 24 Gateway Cities, excluding Boston. The stacked bar chart reveals both the scale and structure of each city's district economy, while the normalized view strips out size differences so you can compare economic character directly — a city where healthcare dominates at 40% looks the same at the bar level whether it has 2,000 or 20,000 jobs. Look for cities where a single sector crowds out the rest, which often signals fragility or a downtown anchored by one large institutional employer rather than a diverse commercial base, and contrast those against cities with broader mixes of retail, professional services, and food and accommodation, which tend to indicate more pedestrian-oriented, market-driven activity. For workforce development, business attraction, and downtown revitalization strategy, the sector mix reveals whether a city's commercial core is genuinely competitive or dependent on public-sector and institutional employment that may not generate the foot traffic and spin-off activity needed to support small business ecosystems.

Sector Mix by City

Percentage composition — same data normalized to 100% per city

Jobs by Sector across Gateway City Districts — 2019 (Pre-COVID)

LODES 2019 employment in downtown cores and neighborhood commercial districts — 24 Massachusetts Gateway Cities

Sector Mix by City — 2019

Percentage composition — same data normalized to 100% per city

District Map — Massachusetts Gateway Cities

Downtown cores, neighborhood commercial districts, and immigrant-serving census tracts (D_imm ≥ 30%)
District Jobs
'12
'19
'23
Satellite
District Type
Downtown Core
Neighborhood Commercial
Immigrant-Serving Tract
City Hall
Source: LEHD LODES 2023, ACS 2022 5-Year Estimates, TIGER/Line 2020 · District boundaries via DJMI/DBSCAN algorithm

Massachusetts Survey Map

Foreign-born population change rendered as vertical spikes across Massachusetts census tracts — D3.js transverse Mercator projection

Immigrant Influx — Major Cities

Foreign-born share vs. industry employment across 38 Massachusetts cities with population ≥ 40,000, from 2015 to 2023

Immigrant Influx — Towns

Foreign-born share vs. industry employment across 206 Massachusetts towns with population 5,000–40,000

Downtown Core & Neighborhood Commercial

DBSCAN-delineated employment districts across Massachusetts — downtown cores and secondary neighborhood commercial clusters mapped at the block level