https://github.com/mnlscn/yelp-project
Machine Learning Analysis of Yelp Data for Check-In Predictions
https://github.com/mnlscn/yelp-project
data-analytics machine-le prediction r yelp
Last synced: 6 months ago
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Machine Learning Analysis of Yelp Data for Check-In Predictions
- Host: GitHub
- URL: https://github.com/mnlscn/yelp-project
- Owner: mnlscn
- Created: 2023-06-19T09:05:51.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-07-25T10:30:43.000Z (about 2 years ago)
- Last Synced: 2025-02-10T15:18:50.707Z (8 months ago)
- Topics: data-analytics, machine-le, prediction, r, yelp
- Homepage:
- Size: 1.98 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Unlocking Insights: Machine Learning Analysis of Yelp Data for Check-In Predictions
This research paper explores and predicts customer check-in behavior using the Yelp Open Dataset. Leveraging ma- chine learning models and fine-tuning a neural network, we achieve accurate check-in predictions. Valuable marketing insights are extracted, including peak check-in hours, influential factors, and location-specific trends. These insights enable businesses to optimize operations, enhance customer engagement, and attract more check-ins. By leveraging data analytics, businesses gain a competitive edge and efectively meet customer needs.