RunFindr is an algorithm that analyzes location data to discover running routes in cities by clustering places based on distance, selecting the best routes between clusters of points, and allowing users to refine routes based on distance and other weights. The algorithm provides an initial analysis of running routes in Palo Alto, California, but the creator notes that more data from other cities and times of year will improve its ability to recommend good running routes.

1. RunFindr
discover running routes like a local
by Joerg Fritz

2. ?

3. http://www.runfindr.net

4. Algorithm
place,
distance
Cities
closest
clusters
Routes

5. Algorithm
place,
distance
Cities
closest
clusters
Routes Points
select best
routes

6. Algorithm
place,
distance
Cities
closest
clusters
user refines display routes
weights
Routes Points
select best
routes

7. A closer look at Palo Alto
Distance (m)

8. Are the features good?
Run score first city
(much more data
To come)

9. Is this doing a good job?
month of year

10. Is this doing a good job?
old city new city
month of year

11. Is this doing a good job?
old city new city
month of year
RunFindr

12. Joerg Fritz