What type of hackathon is this? This hackathon was organized by GDSC (Google Developement Student Chapter), and our team "Team WordWizards" achieved 2nd place. As the title suggests, it's focused on NLP (Natural Language Processing). We were provided with a dataset from MAMA EARTH consisting of over 31,000 rows. Our task was to analyze these samples to gain insights, identify issues, and propose strategies to increase sales
Analyzing customer reviews using sentiment analysis to derive a Good Factor Index, categorizing products by type and state, and evaluating state-wise product performance to identify reasons for low sales or negative feedback, aiming to propose targeted strategies for improvement
This is Our Certificate of Appreciation
so in this repo there is python script named app.py, which content all the streamlit code, also jupyter notebooks where we worked to get insight from, follow following steps to run this app locally on your machine...
Firstly clone this repo
git clone https://github.com/prafuel/TensorFiesta_Hackathon.git
cd TensorFiesta_Hackathon
Install all the dependency (Bro tip : Use virtual enviroment)
pip -r install requirements.txt
Lastly Run
streamlit run app.py
UI is very self explanatory and just go through source code, dataset is also available if needed just get it, there will be clean_dataset too
To Learn About this app, click here to watch demo video
https://drive.google.com/file/d/1CMsaR_l79i10w_3Qjj_CsZeaIukGqoW_/view?usp=sharing
In Future we are also working to add llm pretrained model to fetch details about all the graphs in easily understandable by any human and get business insight from it
Contributor:
Prafull Sonawane
Bhushan Sonsale
Avadhoot Sutar
Rahul Kumbhar