Insight Notes

Rendered notes from the TorontoList findings pack.

TorontoList Data Insights

1. The dataset is now large enough for city-scale storytelling.

169,269 indexed records

TorontoList combines events, places, people, services, and City business licence history into a single presentation layer.

Chart: /chart-engine/svg/dataset-inventory.svg

2. City business licences dominate the evidence base.

158,709 historical licence records

37,340 active and 121,369 cancelled records are available locally.

Chart: /chart-engine/svg/business-status-stacked.svg

3. Food and Drink is the largest business category.

42,518 records

Category-level aggregation makes the licence archive legible without reading raw municipal class names.

Chart: /chart-engine/svg/business-categories.svg

4. Food and Drink leads active licence records.

9,619 active records

Active records are the most useful signal for current market and neighbourhood views.

Chart: /chart-engine/svg/active-business-categories.svg

5. Ward 11 has the highest licence concentration.

10,822 ward records

Ward-level charts provide a quick path into council-district and neighbourhood analysis.

Chart: /chart-engine/svg/ward-total.svg

6. Yonge St is the strongest commercial corridor in the archive.

7,507 street records

Street aggregation turns licence data into a corridor map for retail, food, and services.

Chart: /chart-engine/svg/streets.svg

7. Seating Capacity Over 30 is the most common licence condition.

16,352 records

Conditions expose operational constraints such as seating, zoning, and permitted use.

Chart: /chart-engine/svg/conditions.svg

8. Refreshments is the most frequent endorsement.

24,491 records

Endorsements help reveal what businesses are actually permitted to do.

Chart: /chart-engine/svg/endorsements.svg

9. M5V is the highest-volume postal area.

4,036 records

FSA analysis gives a postal geography lens for enrichment and coverage planning.

Chart: /chart-engine/svg/postal-fsa.svg

10. Music is the largest event category.

772 events

Events give the static licence archive a current cultural layer.

Chart: /chart-engine/svg/events-category.svg

11. Toronto has the most place records.

1,952 places

Place density is useful for guide generation, map experiences, and local discovery.

Chart: /chart-engine/svg/places-neighbourhood.svg

12. Influencer is the most common people role.

107 people

The people dataset can help connect Toronto organizations, events, and communities.

Chart: /chart-engine/svg/people-roles.svg

13. City of Toronto Business Licences is the largest source stream.

37,340 source records

Source mix charts explain where the system is strong and where new ingestion should focus.

Chart: /chart-engine/svg/source-mix-heatmap.svg