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Equally important, some neighborhoods in the Bay Area do not have housing appropriate for a broad section of the workforce. UC Berkeley estimates that 58.4 percent of households in Pleasanton live in neighborhoods where low-income households are likely to be excluded due to prohibitive housing costs. Figure A-31: Households by Displacement Risk and Tenure 14,000 12,000 10,000 t 8,000 d 0= 6,000 _ 0 = 4,000 2,000 _ r - 0 - -- -- - - Susceptible to or At risk of or Stable At risk of or Other Experiencing Experiencing Moderate/Mixed Experiencing Displacement Gentrification Income Exclusion ■ Owner Occupied Renter Occupied Notes: Universe: Households Displacement data is available at the census tract level. Staff aggregated tracts up to jurisdiction level using census 2010 population weights, assigning a tract to jurisdiction in proportion to block level population weights. Total household count may differ slightly from counts in other tables sourced from jurisdiction level sources. Categories are combined as follows for simplicity: At risk of or Experiencing Exclusion: At Risk of Becoming Exclusive, Becoming Exclusive; Stable/Advanced Exclusive At risk of or Experiencing Gentrification: At Risk of Gentrification; Early/Ongoing Gentrification; Advanced Gentrification Stable Moderate/Mixed Income: Stable Moderate/Mixed Income Susceptible to or Experiencing Displacement: Low- Income/Susceptible to Displacement; Ongoing Displacement Other: High Student Population, Unavailable or Unreliable Data. Source: ABA 2021 Pre -certified Housing Needs Data (Urban Displacement Project for classification, American Community Survey 5 -Year Data (2015-2019), Table 825003 for tenure) Section AA Housing Stock Characteristics A.4.1 Housing Type and Vacancy In recent years, most housing produced in the region and across the state consisted of single- family homes and larger multi -unit buildings. However, some households are increasingly interested in "missing middle housing" — including duplexes, triplexes, townhomes, cottage clusters and accessory dwelling units (ADUs). These housing types may provide more options across incomes and tenure, from young households seeking homeownership options to seniors looking to downsize and age -in-place. The housing stock of Pleasanton in 2020 was made up of 60.5 percent single-family detached homes, 9.7 percent single-family attached homes, 5.6 percent multi -family homes with 2 to 4 units, A-38 I City of Pleasanton Housing Needs Assessment