<commit_before>Vincent: 
Implemented the preference settings, both front and back end

Ruoqi: Improved UI by removing redundant elements. Wrote markdown file.

Sean: 

Robert: 

Screenshot:
![Screenshot of core map functionality:](http://i.imgur.com/aSjlUlp.png)
![Screenshot of menu:](http://i.imgur.com/nmy6hZ0.png)

Since last week we added pedestrian guidance using leaflet-routing-machine and a menu for preference setting. This week, we connected to our final data source and added some 'suggested location' near the current loction. Also, we improved user setting page.<commit_msg>Update milestone9.md<commit_after>Vincent: 
Implemented the preference settings, both front and back end

Ruoqi: Improved UI by removing redundant elements. Wrote markdown file.

Sean: 

Robert: Added suggestions and improved waypoint functionality.

Screenshot:
![Screenshot of core map functionality:](http://i.imgur.com/aSjlUlp.png)
![Screenshot of menu:](http://i.imgur.com/nmy6hZ0.png)

Since last week we added pedestrian guidance using leaflet-routing-machine and a menu for preference setting. This week, we connected to our final data source and added some 'suggested location' near the current loction. Also, we improved user setting page.
{'fraction_non_alphanumeric': 0.07599029911075182, 'fraction_numerical': 0.004042037186742118, 'mean_word_length': 5.159203980099503, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '6055844', 'n_tokens_mistral': 375, 'n_tokens_neox': 347, 'n_words': 146}