On this day I furthered my analysis of the Employee earning report dataset. I plotted the distribution of regular earnings across the top 10 departments by median earnings. This visualization helps to compare the spread and central tendency of earnings within these departments.
From my analysis, it was found that in the dataset, there are around 7 types of employee earnings for which data is collected. Every type has some rows with no data present, which indicates that the respective employee does not have an inflow of money through this type of earnings.
Here is the list of the number of rows per type of earnings for which the data is not present. It would be better to fill these empty rows with 0 to further the analysis of this dataset.
REGULAR 600
RETRO 20112
OTHER 7378
OVERTIME 16392
INJURED 21983
DETAIL 21088
QUINN_EDUCATION 21835