[PDF][PDF] Visualizing and reporting educational data with R

S López-Pernas, K Misiejuk, S Tikka… - … methods and tutorials …, 2024 - library.oapen.org
Data visualization can be defined as “the representation and presentation of data that
exploits our visual perception abilities in order to amplify cognition”[1]. It has the power to …

[PDF][PDF] An R approach to data cleaning and wrangling for education research

J Kopra, S Tikka, M Heinäniemi… - … and Tutorials: A …, 2024 - library.oapen.org
When analyzing data, it is crucial that the data is in a suitable format for the tools you will be
using. This makes data wrangling essential. Data preparation and cleaning, such as …

[PDF][PDF] Capturing the Wealth and Diversity of Learning Processes with Learning Analytics Methods

S López-Pernas, K Misiejuk, R Kaliisa… - … and Tutorials: A …, 2024 - library.oapen.org
The official birth of the field of learning analytics is often ascribed to the first Learning
Analytics & Knowledge Conference in 2011, where the widely used definition was coined as …