• Introduction to pandas
• Easy data manipulations with pandas
• Introduction to seaborn
• More types of cool looking plots with seaborn
• Apply what you learned on exploring COVID data for Romania

In this lab, we will study the basic API of pandas for easier data manipulations, and seaborn for some more advanced and visually appealing plots that are also easy to produce.

For the exercises, you will explore the evolution of the COVID pandemic in Romania, using the information learned in this lab.

For scientific computing we need an environment that is easy to use, and provides a couple of tools like manipulating data and visualizing results. We will use Google Colab, which comes with a variety of useful tools already installed.

Check out these cheetsheets for fast reference to the common libraries:

Cheat sheets:

1. python
2. numpy
3. matplotlib
4. sklearn
5. pandas
6. seaborn

For this lab, we will use Google Colab for exploring numpy and matplotlib. Please solve your tasks here by clicking “Open in Colaboratory”.

You can then export this python notebook as a PDF (File → Print) and upload it to Moodle.

Please take a minute to fill in the feedback form for this lab.