This file is best viewed as a Markdown file
Each file contains the needed installations, imports and relative path to the datasource in order to be executable on its own.
An overview containing EDA, Modelling and Prediction can be found here.
More detailed scripts for each topic are described below.
EDA can be found in the files:
Modelling and prediction Code can be found within the files
- SW08_Predictions.R
- SW09_Predictions_Lab1.R
- SW09_Predictions_Lab2.R
- SW09_Predictions_Lab3.R
- SWXX_MorePredictions.R
Graphs can be found throughout the whole project.
The Shiny App can be found as an R Project by itself.
Make sure to open it as a separate project.
In the first tab "Score Prediction" you can choose the input factors and predict your score dependently. You can try to find the input factors for the maximal score.
The second tab "summary" shows the boxplot of the choosable reading, writing and math scores depending on test preparation and gender. Other factors could be chosen here too, we decided to limit this example to "test preparation" and "gender".
The third and last tab gives the possibility to directly compare factors and their avarage score with the help of a box plot. Other factors could be chosen here too, we decided to limit this example to the parental education level.