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indicator

Race & Ethnicity

Race & Ethnicity

Description

Share of Population by Age and Self-Reported Race and Ethnicity, 2019

Data Source

American Community Survey (ACS)

Demographics
Housing
Community Infrastructure

Calculation Methodology

  1. 1
    Select individuals aged 18 and older using the AGEP column with a filter condition AGEP >= 18.
  2. 2
    Derive age groups from the AGEP column by binning into six categories: 18-29, 30-39, 40-49, 50-59, 60-69, and 70+, corresponding to the ranges 18-29.99, 30-39.99, 40-49.99, 50-59.99, 60-69.99, and 70+ respectively.
  3. 3
    Use the RAC1P and HISP columns to classify race and ethnicity according to specified conditions, such as Asian Only, Black or African American Only, White Only, Hispanic or Latino (Any Race), Other Single Race, and Multiple Races.
  4. 4
    Apply the weight column weight to all records to ensure weighted population estimates.
  5. 5
    Aggregate the weighted counts by the derived age groups and race/ethnicity categories to calculate the share of the population within each group.
  6. 6
    Present the results in a stacked bar chart format showing the distribution of race and ethnicity shares across the six age groups.

Source Variables using this Indicator (16)

Visuals Using This Indicator (1)

Visual for Indicator Race & Ethnicity for 2019

Share of Population by Age and Self-Reported Race and Ethnicity, 2019

View visualization

Why This Matters

Transparent methodology ensures every insight can be traced, verified, and built upon.

Reproducible Research

Every calculation can be traced back to its source. Our methodology documentation enables researchers to replicate findings and build upon our work.

Accountability

Clear attribution and citation requirements ensure proper credit to data providers and maintain research integrity.

Continuous Improvement

Transparent documentation allows for peer review, feedback, and iterative improvements to our analytical approaches.