median workers median earnings rank the major s rank based on the medi
"Median": workers' median earnings.
"Rank": the major's rank based on the median earnings.
Please use matplotlib to analyze the relationship between the major's rank and the workers'
median earnings, the 1/4 of earnings of the major field, and the 3/4 of earnings of the major
field. Describe your conclusion in detail. You should put all plots in 1 figure. (3 pts)
b) A frequency distribution shows how often each different value in a set of data occurs. A
histogram is the most used graph to show frequency distributions. Please use the histogram
to analyze workers median earnings and describe your conclusion in detail. (2 pts)
c) Please show the majors (shown in the "Major" column) with the top six median salaries
using a bar plot. (1 pts)
d) Please sum the total (shown in the "Total" column) of each major category (shown in the
"Major_category" column) using pandas. Then you should divide those with a total amount
of more than 120000 into one group and those with a total amount of less than 120000 into
another group. Finally, please draw pie charts to analyze the proportion of the total amount
of different major categories in each group. (4 pts)/nData Visualization
9. (10 pts) In this question, you will use pandas and matplotlib to analyze data from the
American Community Survey 2010-2012 Public Use Microdata Sample
Download the data from
grads.csv" with pandas. A DataFrame object should be returned.
a) The returned DataFrame object from (a) contains some information about graduates
• "P25th": the 1/4 of earnings of each major field.
"P75th": the 3/4 of earnings of each major field.
*The amount will be in form of wallet points that you can redeem to pay upto 10% of the price for any assignment. **Use of solution provided by us for unfair practice like cheating will result in action from our end which may include permanent termination of the defaulter’s account.Disclaimer:The website contains certain images which are not owned by the company/ website. Such images are used for indicative purposes only and is a third-party content. All credits go to its rightful owner including its copyright owner. It is also clarified that the use of any photograph on the website including the use of any photograph of any educational institute/ university is not intended to suggest any association, relationship, or sponsorship whatsoever between the company and the said educational institute/ university. Any such use is for representative purposes only and all intellectual property rights belong to the respective owners.