Skip to content

Which business attributes have the greatest impact on a Yelp business' star rating? Using a variety of regression models, I was able to predict (within about 0.75 stars accuracy) a business' star rating given only its business attributes.

Notifications You must be signed in to change notification settings

satyampatidar/Yelp-Big-Data-Analysis

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

10 Commits
 
 
 
 
 
 
 
 

Repository files navigation

Build Status

Yelp's Academic Dataset Examples

We're providing three examples for use with the datasets available at http://www.yelp.com/dataset_challenge and http://www.yelp.com/academic_dataset. They all depend on python 3.7 or later.

To install all dependencies: $ pip install -e .

To test: $ tox

Samples

json_to_csv_converter: Convert the dataset from json format to csv format.

$ python json_to_csv_converter.py yelp_academic_dataset.json # Creates yelp_academic_dataset.csv
``

About

Which business attributes have the greatest impact on a Yelp business' star rating? Using a variety of regression models, I was able to predict (within about 0.75 stars accuracy) a business' star rating given only its business attributes.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published