eportfolio-datascience_in_python

In my E-portfolio for my software engineering lecture i will give a small introduction into data science in python. Especially i will show how to use Pandas to create Dataframes from a csv and to manipulate this Dataframes to extract useful information

Preperation

Data

• Get the prepared data (less work): combined_csv.csv or
• Get the unprepard data (we will prepare it in the Live Coding): Spotify_Eportfolio_Data

Program language and liabries

You need to have this program language and libraries installed

• Python 3
• Pandas
• matplotlib

Jupyter

You also should be able to run a Jupyter Notebook. The fast and easy way is to use the VSCode extention

Presentation

https://docs.google.com/presentation/d/1n5wW_NzTPxoUFfsWZor_gQ7SjJ5Qt7kIDr7i8zU6wco/edit?usp=sharing

Live Coding

In the live Coding i will show you how to:

• get the used data from Spotify
  • This script is used here
• prepare the data so that we can use it properly
  • This script is used here
• analyse the given data
  • This file is used here