Data visualization - AgileDataScienceUB/ADS4 GitHub Wiki

In addition to the model predictor software another fundamental part of our product is offering an insight about the employee data of the client. In order to achieve this pourpose our webpage offer automatic data visualization that is produced when the client updates the dataset. The aim of this data visualization is helping the client to take desitions by understanding their data.

We offer two different kind of visualizations. On one hand we give information about the data set in order to show the characteristics of the employee data without using the predictor model. In this way the client can understand better how is its data. In this part we show plots like the

The second part of the visualizations are based on plots using the prections made by the model. In this way we can give insights on how the different features affect to the predictions. With this plots the client can have an important information when taking desitions on for example contranting new employees or increasing salaries.