House District 131 — Alma Allen

Executive narrative

Childcare Supply Pressure is near the Texas House median (1.73 vs 1.53). Who the Formula Does Not Count is above the Texas House median (28.5% vs 20.1%). Nighttime Schedule Coverage is above the Texas House median (5.0% vs 2.5%). Early-Shift Workforce is near the Texas House median (17.2% vs 15.1%).

Childcare demand and supply

- Children under 6 — geographic allocation estimate: 15,032
- Working-parent children under 6: 10,751
- Current qualifying authorized capacity: 6,206
- Childcare Supply Pressure: 1.73
- Who the Formula Does Not Count: 28.5%

Nighttime / workforce-time context

- HHSC nighttime-window operations — geographic allocation estimate: 6.3
- Nighttime Schedule Coverage: 5.0%
- Early-Shift Workforce — workers leaving before 6 a.m.: 17.2%

Workforce geography

- Resident primary jobs — geographic allocation estimate: 72,853
- Workplace primary jobs — geographic allocation estimate: 48,119
- Resident-worker outbound share: 97.7%

Legislative geography

The district uses the governed 2025 ZIP-to-House-district crosswalk. Duplicate ZIP×district relationships use MAX(area_ratio), never SUM(area_ratio). Split ZIPs are preserved. Additive ZIP values are allocated by area_ratio and summed; district ratios are recomputed from the corrected components.

ZIP/ZCTA desert classification is direct Texas-compatible evidence. House district ratios are legislative context estimates.