Legend

LFP →

Daycare →

Deepest red-orange = high participation but low daycare access. That's the employer-action cell.

Employer action zone

37 of 151 Toronto neighbourhoods show a workforce–childcare mismatch where benefits design should move beyond generic subsidy.

Workforce equity project

The Childcare × Workforce Map

An interactive bivariate web map of Toronto. Each of the City's 158 neighbourhoods is encoded on two axes at once: labour-force participation and daycare access within 5 km. The mismatch cells are where benefits design has the strongest business case.

Leaflet Bivariate Choropleth DEI Benefits Design Toronto Open Data Census 2021

Business question

If a company opens an office in this neighbourhood, does the local childcare market match the workforce it wants to hire and retain?

Decision output

Flag neighbourhoods where high labour participation overlaps with low daycare access. Recommend onsite daycare, childcare stipends, or reserved-seat partnerships.

View live site

Why now

Canada's $10/day childcare program lowers the price of a daycare seat but doesn't increase supply. Where supply lags, employer-funded benefit closes the gap.

Employer angle

Not a public-policy map. A site-selection and retention tool for DEI, benefits, and workforce-planning teams making real budget decisions.

Initial reading

Four Toronto neighbourhoods land in the high-LFP × low-daycare cell. That's the directional signal — pending a weighting that turns participation rates into absolute workforce headcounts.

01 · Concept

Childcare as workforce infrastructure

The map encodes two variables at the same time: labour-force participation rate from Census 2021, and the number of licensed daycare centres within five kilometres of each neighbourhood centroid as of May 2026.

The output is a bivariate choropleth. Instead of showing each variable on its own map, the colour scheme makes the mismatch visible at a glance — and the off-diagonal cells are where employer-side decisions live.

02 · Data

The layers behind the web map

BoundaryCity of Toronto Open Data — 158 social-planning neighbourhoods, aligned to StatCan census tracts.
WorkforceCensus 2021 participation rate, aggregated by the City via the 158-model Neighbourhood Profiles dataset.
DaycareCity of Toronto Licensed Child Care Centres (May 2026) — 1,086 active centres, 85,276 licensed seats, with a CWELCC ($10/day) enrolment flag.

03 · Recommendation logic

From map colour to benefits action

Each axis is split at the 33rd and 67th percentiles of the Toronto distribution, producing a 3×3 matrix. Diagonal cells are the expected pattern; off-diagonal cells are where decisions live.

For high-LFP, low-daycare neighbourhoods, the map recommends onsite daycare, negotiated childcare partnerships, childcare stipends, or reserved seats — translating spatial signal into concrete benefits-design action.

04 · Limitations & next iteration

What the current map does not yet see

The biggest weakness of this build is that labour-force participation is a rate, not a headcount. A neighbourhood of 50,000 residents at 65% participation contains a far larger absolute pool of working parents than a neighbourhood of 5,000 at 70% — yet the colour scheme treats them as comparable. For a company actually deciding where to fund childcare, what matters is the absolute number of potentially affected employees, not the ratio.

A more decision-useful next pass would weight the y-axis by population — or replace participation rate with a control variable closer to the question being asked: working-age population 20–44 for workforce supply, or the 0–4 child population for family demand. The 5 km buffer also assumes daycare is sourced near home rather than near work, which is a reasonable first cut but not true for every commute pattern.

Until those refinements are in, the colour is best read as a directional signal, not a ranking.