https://github.com/jeffbrennan/take-a-hike

Hike recommendations based on driving distance, trail length, elevation gain, etc.
https://github.com/jeffbrennan/take-a-hike

Last synced: 3 months ago
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Hike recommendations based on driving distance, trail length, elevation gain, etc.

• Host: GitHub
• URL: https://github.com/jeffbrennan/take-a-hike
• Owner: jeffbrennan
• Created: 2022-06-08T07:47:45.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2022-06-15T05:43:37.000Z (about 3 years ago)
• Last Synced: 2025-01-17T06:45:21.010Z (5 months ago)
• Language: R
• Homepage:
• Size: 23.6 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

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README

        
# Hiking Trip Selector

Identifies ideal clusters of hikes based on distance & distance/ease metrics

## Cleaning 

Data obtained from Alltrails using XHR requests run in python

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## Exploration

### Trail Features by state

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![img](viz/box_trail_features.png)

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![img](viz/scatter_elevation_length.png)

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## Analysis

TODO: 

- [x] create relative distance metric using my home address 

- [x] identify trails that are close together

- [ ] weight trails based on reviews/ratings/difficulty etc

### Cluster viz

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![img](viz/cluster_1_city_detail.png)

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![img](viz/cluster_1_trail_detail.png)