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. Unknown is the highest-volume postal area.

25,264 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. Unknown has the most place records.

4,203 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