1. Youll be working on the billionaires dataset. Please use a jupyter notebook to work on this dataset.

Dataset: This dataset offers a comprehensive look at the billionaires in the world from the year 2002 to the present day, amidst the backdrop of widespread layoffs and economic turmoil.

The data includes information such as: -

Name , Last Name, Age, Gender, Permanent Residence Country, Company, Main Industry, Source of Wealth, and more.

The dataset provides insights into the demographic and successes of the world's wealthiest individuals. It can be useful for understanding how some have managed to thrive during difficult economic times. On the other hand, it can also be used to explore the widening inequality gaps worldwide.

Potential use cases:

1. Predict future growth of wealth globally among the wealthiest individuals.

2. Visualize global wealth trends across industries.

3. Cluster individuals based on their demographics, geographical location and/or wealth sources.

4. Predict inequality gap between wealthiest and poorest individuals (if used with poverty datasets).

Questions:

1. Load the dataset and look at the following:

a. Size of the data set

b. Display the statistical summary of the dataset.

c. Review the correlation between attributes. Plot heat map

d. Box and Whisker plots, also called boxplots in short, is another useful technique to review the distribution of each attributes distribution. Generate Density Plots for the distribution of attributes of the dataset

e. Create a scatter plot and explain if one variable is affected by another or the relationship between them with the help of dots in two dimensions.

2. Lets do more analysis on data: Generate the plot for each question below

a. Determine the number of billionaires in the past 20 years by plotting a line plot

b. Determine the different industries where billionaires are making many.

c. Who are the top three richest people in the top industry determined in the question (b)

d. Which industry has thrived the most during pandemic and which industry was affected the most during pandemic

e. What are the top 5 countries where billionaires makes their money

f. What is your analysis on age compared with net worth?

3. Can you group the billionaires by continent and show the growth of billionaires in the past 20 years? [Bonus points to determine this]

Write in detail about your analysis/insights from the data and the results produced from the above questions.

Can you please answer for the above question. This is a humble request to give right answer.