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FarmgateJam

TL;DR Data analysis web application for Jamaican Farmgate prices.

The data was received in the following tabular format once a week.

image

Every spreadsheet was a standalone, and this made performing simple data analysis cumbersome.
The alternative option was to use the frustrating online portal. Maybe you'll have better luck.

So, for my first ever project I decided to create a web application to make visualization and analysis of the Farmgate data much simpler and intuitive.

I created a script with Python to automatically extract the data from the Excel sheets and store them in a MySQL database. I initially created a web app with Dash (Plotly), but I wanted greater control over the looks and feel of the web page so I created a web app from scratch.

Feedback (See Twitter feedback) shows that there's still room for improvement but I accomplished my goal of creating a better user experience.
I'm excited to see where I go from here.