Have you ever had the feeling that most popular songs on the radio or on the charts cover the same topics? Well…I did, which is why applied Topic Modeling to a corpus containing lyrics of over 120,000 songs in order to discover underlying themes.
Here are the main Python libraries used for this project:
The main source of our topic model is the AZLyrics dataset from Kaggle . It contains approximately…
In this article, I will provide a step-by-step guide on how you can create, publish, and share interactive network graph visualizations in 5 simple steps.
Before we get started, here are the three things we need:
Step 1: Import the CSV file and create a NetworkX graph
Our data source really can be any data format (e.g. TSV, pandas data frame, or array), but in this article, we will focus on CSV (Comma-Separated Values) format. In this tutorial, I will use the Marvel…
As the latest Bundesliga season is coming to an end and Bayern München is close to winning its 9th consecutive championship, I was wondering recently if football in Germany has changed at all in the last few years. I often spend my Saturdays watching Bundesliga matches and think to myself: “I could swear matches were more interesting last season”. More goals, more shots on the goal, more fouls. However, I am never able to find adequate data or analyses that may confirm my gut feeling. …
International Information Systems Graduate focusing on NLP, Research, Data Analytics, and the Semantic Web.