Wikidata Online Course
Visualizing Bikesharing Trips from StadtRad with kepler.gl
Explore bikesharing trips from StadtRad in Hamburg. Analyze the trips over a single day and explore which routes customers have taken.
Learn How to Dockerize a ShinyApp in 7 Steps
This article explains how to put your ShinyApp into a Docker image.
Deploy your ShinyApp with Docker instead of shinyapps.io
Why you should consider deploying your ShinyApp with Docker.
A Brief Introduction to Wikidata
Learn how to access Wikipedia’s database und answer curious questions. This article gives you a quick introduction and provides some examples.
4 Steps to set up a free online Scraper with RServer and AWS
Learn how to set up a free and remote webscraper. I’m using AWS running RServer and schedule my scrapers with cronR. This article explains the architecture and concept behind it.
Learn how to select the best performing linear regression for univariate models
Find out which linear regression model is the best fit for your data. This article describes an approach for univariate regression models and provides a ShinyApp for it.
Clustering spatial data without ML to find homogeneous areas
This article describes how to consider spatial data when clustering data. By recommending a network algorithm, this explains how one could to cluster bike-sharing stations.
How you can use linear regression models to predict quadratic, root, and polynomial functions
Improve your linear machine learning model with quadratic, root and polynomial functions. This articles illustrates hands on examples with R.
Facts + Figures of the Bike-Sharing System StadtRad (Hamburg)
Insights from Booking Data into the operations of Hamburgs Bike-sharing System StadtRad.
Using Big Data to Identify Bike-Sharing Customers
What can booking data from bike-sharing systems teach us about travel patterns, users, and their trip reasons?