Get To Know Me

This project was born out of curiosity after I discovered I could ask Spotify for my streaming data of the past year. It also became a vehicle in which to put some of the skills that have been maturing into practice.

Also, as the name implies, this is my way of showing you my music tastes. Hopefully you will find something you already like or discover new music :)

In this project the following aspects were covered:

  • Interacting with APIs
  • EDA including descriptive analytics
  • Basic Cosine Similarity to find similar artists
  • Clustering to form pseudo-playlists
My most listened songs on spotify
Graph showing my most listened songs during the lockdown. Click on the image to go to the full project!

Compost Bin Analysis

This code is meant to automate the analysis of data coming from compost bins for my brother's thesis in Biosystems Engineering.

To avoid tools like Excel for the data analysis, which can do the same operations but it's slower and Python seemed the right approach to automate it. The idea being that the raw data generated by each compost bin can be downloaded as a .csv file and given as input to main.py in order to:

  • Clean data and export a clean csv file
  • Print and save descriptive statistics about the the compost bin in a txt file
  • Creating and saving plots necessary for the writing of the thesis.
Humidity over time
Graph showing humity readings over time. Click on the image to go to the full project!