This was my first project using Django (as the REST API) and it really showed me why the framework is
so widely used for Python programmers because it has so many different features for filtering, searching,
and modelling. One of the most useful features I found was its ORM which enabled me to interact with
PostgreSQL database with just
This project is one of my favourites because of the numerous ways it analyzes and interacts with data.
Nivo as a visualization library, I was able to analyze the impact of one restaurant
or housing compared with the other places we had in our database.
Additionally, using common NLP packages like
NLTK, I was able to summarize the
general sentiment from Yelp's reviews and give it a general sentiment label of either
positive, neutral, and negative.
I loved building this project because most of the features came while building the website. As I learned more about ML and got involved with data analysis, more ideas and more possible use cases for our website came with it. It honestly showed me a lot of capabilities that data science will have for our future, and makes me want to explore more about the intersectionality of data and software engineering.
For more information about the features of the project view the
README.md at my Github repo.
Developed by Sharon He © 2021