Sahba_Demo_Z

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Sahba Yahya

Let’s Go Tonight
Want to check popular places and
activities but you don’t want to
search for hours? you will love this
app
you can’t decide what to do tonight?
the app provides options and ask you
about what you like from a list.
you are in a new city?

live scraped from theskint.com
~15 underground events per day
Events Going on Tonight
Data
Natural language processing (NLTK)
Recommendation: TF-IDF and Cosine
Similarity measure
Algorithm

Hot Clubs Nearby
Data
Algorithm
Google + Yelp
~70 nightclub locations + reviews
Vader sentiment for social media text
analysis
I recommend clubs using cosine
similarity measure

event3
event2
Common Sense Validation
Cosine Similarity recognize and identify comedy
events when comedy is selected
event1
what happens
when comedy
selected?

Takeaway
Find underground events Find nightlife venues

About me
•PhD in Astrophysics,
University of the Western
Cape. Cape Town, South
Africa
• Hobbies: camping,
hiking, karate, dancing

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Sahba_Demo_Z

1. Le’ggo Tonight Sahba Yahya   Event and Venue Recommendation Web App

2. Let’s Go Tonight Want to check popular places and activities but you don’t want to search for hours? you will love this app you can’t decide what to do tonight? the app provides options and ask you about what you like from a list. you are in a new city?

3. www.leggotonight.xyz

4. live scraped from theskint.com ~15 underground events per day Events Going on Tonight Data Natural language processing (NLTK) Recommendation: TF-IDF and Cosine Similarity measure Algorithm

5. Hot Clubs Nearby Data Algorithm Google + Yelp ~70 nightclub locations + reviews Vader sentiment for social media text analysis I recommend clubs using cosine similarity measure

6. Common Sense Validation

7. event3 event2 Common Sense Validation Cosine Similarity recognize and identify comedy events when comedy is selected event1 what happens when comedy selected?

8. Takeaway Find underground events Find nightlife venues

9. About me •PhD in Astrophysics, University of the Western Cape. Cape Town, South Africa • Hobbies: camping, hiking, karate, dancing

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