Tiankai-Jiang / Yelp-Dataset

Relational database of yelp dataset, simple flask server client and data mining.

Yelp-Dataset

A project to

• build relational database of yelp dataset using MySQL

• build a simple server-client using Flask

• perform data mining on the dataset(data visualization and classification on user comments)

Dependencies

• Python3

• mysql-connector-python

• Flask

• prettytable

• numpy

• seaborn

• pandas

• geopandas

• sklearn

• wordcloud

Usage

• 01 and 02: Data preprocessing and extraction

• 03: Dump data to mysql

• 04: Flask server and client

• 05: Data mining

The dataset is too large to be uploaded. The directory structure was exported in directory_structure.txt for reference.

Demo

Detailed implementation and analysis can be found in 06_report/report.pdf

ER Diagram

Commandline Client

Some plots