Preliminary analysis prepared independently by House Strategies Group LLC from public data. Not affiliated with or endorsed by the City of Boston. Figures illustrate analytical approach and are subject to revision with primary data. Not a procurement-disparity finding.

Module 7 · Interactive data explorer

Every number, in one table

The combined availability and preliminary disparity-index dataset by NAICS sector, sortable on any column and filterable by cluster, with one-click CSV and XLSX export. This is the working layer behind the charts and the equivalent of the interactive Power BI deliverable a study calls for.

NAICSSectorClusterFirmsMinority availWomen availBlack availHispanic availAsian availVeteran availMinority indexWomen index
00All sectorsNot clustered100,71215.4%20.2%2.4%4.2%9.1%3.3%0.580.24
54Professional/scientific/technicalProfessional & Technical Services15,81811.3%21.1%1.7%2.4%7.2%5.5%0.800.23
23ConstructionConstruction13,8978.6%7.2%1.9%5.2%1.6%3.8%1.050.68
44-45Retail tradeGoods & Commodities10,15427.3%20.7%1.5%5.0%21.1%3.7%0.330.24
72Accommodation & food servicesNot clustered10,02926.8%19.7%1.7%5.2%20.1%0.8%0.340.25
62Health care & social assistanceNot clustered9,60315.8%34.8%4.4%2.6%9.2%1.8%0.570.14
81Other servicesOther Services8,12423.9%37.4%0.0%5.7%15.6%2.0%0.380.13
56Administrative & support/wasteOther Services7,57713.3%16.5%3.0%8.3%2.8%3.8%0.680.30
53Real estate & rentalNot clustered4,3589.1%21.5%1.5%0.0%4.1%2.3%0.990.23
42Wholesale tradeGoods & Commodities4,1929.7%11.4%1.0%1.7%7.1%4.5%0.930.43
52Finance & insuranceNot clustered3,9355.1%16.9%1.1%1.0%3.1%2.3%1.780.29
31-33ManufacturingGoods & Commodities3,9307.4%13.1%0.8%1.6%4.1%5.2%1.220.37
48-49Transportation & warehousingOther Services2,51326.6%11.2%10.2%13.7%4.9%4.1%0.340.44
71Arts, entertainment & recreationNot clustered2,4434.5%15.6%1.4%0.9%2.1%0.0%1.980.31
61Educational servicesNot clustered2,33012.7%28.8%2.3%1.5%8.4%1.7%0.710.17
51InformationInformation Technology2,1509.7%12.8%0.5%2.0%6.9%1.2%0.930.38
55Management of companiesNot clustered6122.6%4.3%0.0%0.0%1.8%2.1%3.451.15
11Agriculture, forestry, fishingNot clustered127n/a33.9%n/an/an/a3.1%n/a0.14
22UtilitiesNot clustered9111.0%6.6%0.0%0.0%0.0%13.2%0.820.74
21Mining/oil & gasNot clustered270.0%0.0%n/an/a0.0%0.0%n/an/a

20 of 20 sectors shown. Click any column header to sort. Exports reflect the current filter and sort order.

What is in the table
  • Employer-firm counts and owner-group availability by NAICS sector, RGMA 2022.
  • Preliminary disparity index by sector for minority- and women-owned firms (countywide utilization ÷ sector availability).
  • Export reflects the current filter and sort order, so an evaluator or teammate can pull exactly the slice they need.
Same caveats apply
These are preliminary, public-data values. The index columns carry the uniform-utilization assumption described on the disparity-index and methodology pages. A full study replaces this with transaction-level utilization and significance testing. Data generated 2026-07-28.