Visualization 1: Wages Based on Gender

This Box Plot visualization presents a comparison of wages based on gender. It typically involves plotting the distribution of wages for different gender categories, Men and Women, using graphical elements such as box plots.

As observed, most higher earners are men, we have to put in consideration that men in this dataset are nearly 200k, meanwhile, women are nearly 100k, so there is almost a 100k gap between the two genders, which makes some differences.

Visualization 2: Average Wages by Gender Over Years (2010 - 2019)

This line graph shows the average wages grouped by gender, as it shows, men tend to have more higher average wages, but as I mentioned before, we need to put in consideration the gap between the men records and the women reconrds in this dataset, almost 100k records gap between the two genders.

Visualization 3: Average Daily Wages (INR) Over the Years (2010 - 2019)

This line graph of average wages over the years shows a tendency to increase wages as time passes, from 135 INR ( ≈ 1.6\() in 2010 to 312 INR ( ≈ 3.73\)) in 2019, an increase of approx. 2$ of daily wages. We can predict from this graph that it will tend to continue increasing in the upcoming years.

## wage_intervals
##     0-500  500-1000 1000-1500 1500-2000 
##    280373      8302        38         0

Visualization 4: Frequency of Wages

This histogram illustrates the distribution of wages and the frequency, as we can see, most wages fall between 0 - 500 INR ( ≈ 3.73$). It suggests that a significant portion of earners receive wages within this range. Furthermore, is very low percentage of people receive more than 500 INR daily, almost 10k - 20k people fall between 500 - 1000, which is almost less than 4% of the sample size.