T-Recs Tumors Treatment Recommendation System

Prerequisites

In order to run the data pipeline, please set up your environment with the following:

1. EC2 instance with RHEL 9 operating system.
2. Install jquery via sudo yum install jq.
3. Install miniconda3 via the installer.
4. Install pandas and vaderSentiment via pip.

Data Pipeline

To execute the Yelp data pipeline found in the generate_trecs_data.sh bash script, run ./generate_trecs_data.sh. This script contains following components:

1. Preprocess Oncologist Dataset
2. Preprocess Yelp Dataset
3. Execute VADER Sentiment Analysis
4. Collate Yelp Location and Sentiment Data
5. Integrate Placekeys API
6. Generate T-Recs Dataset