Master data overview

So far you have combined information from rating and survey datasets with your original dataset.

We added several other employee-related information such as compensation, no_leaves_taken (number of vacation days taken), hiring_source etc. in the dataset org_final. Go ahead and check out this dataset before doing feature engineering in the next chapter.

本练习是课程的一部分

HR Analytics: Predicting Employee Churn in R

查看课程

练习说明

Use glimpse() to view the structure of the org_final dataset.
Assign the number of variables in the org_final dataset to variables.
Generate a box plot to visualize the distribution of distance_from_home for Active and Inactive employees.

交互式实操练习

通过完成这段示例代码来试试这个练习。

# View the structure of the dataset
___

# Number of variables in the dataset
variables <- ___

# Compare the travel distance of Active and Inactive employees
ggplot(org_final, aes(x = ___, y = ___)) +
  ___

编辑并运行代码