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Python-Fundamentals---Capstone

Python Fundamentals capstone using python libraries

Task 1

There are three different tables as given above. Please make three dataframe in python and save them as three .csv files. From Task 2 to Task 10, use the saved .csv files only.

Task 2

The cost column in the dataframe “Project” has some missing values. Your task is to compute these missing values. Replace the missing values by running average.

Task 3

Split the name column in the Employee dataframe into two new columns “First Name”, and “LastName” and remove the older “name” column.

Task 4

Join all three dataframes in one single dataframe. Name it “Final”

Task 5

Add a new bonus column in the Final dataframe. Give a 5% bonus concerning project cost only to employees who have finished the projects.

Task 6

Demote the designation level by 1, whose projects have status “fail”. Delete the employees record whose designation level is above 4.

Task 7

Add “Mr.” and “Mrs.” to the first name column and drop the gender column.

Task 8

Promote designation level by 1 for the employees whose age is more than 29 years using IF condition.

Task 9

Add the cost of all projects for each Employee and save it in new dataframe “TotalProjCost” with three columns ID, First Name, and Total cost

Task 10

Print all the employee details whose city name contains the letter “o” in it.

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