You will be working on this project with our Replit starter code.
Start by importing the project on Replit. Next, you will see a .replit window. Select Use run command and click the Done button. We are still developing the interactive instructional part of the Python curriculum. For now, here are some videos on the freeCodeCamp.org YouTube channel that will teach you everything you need to know to complete this project:
Python for Everybody Video Course (14 hours)
How to Analyze Data with Python Pandas (10 hours)
In this challenge you must analyze demographic data using Pandas. You are given a dataset of demographic data that was extracted from the 1994 Census database. Here is a sample of what the data looks like:
| age | workclass | fnlwgt | education | education-num | marital-status | occupation | relationship | race | sex | capital-gain | capital-loss | hours-per-week | native-country | salary | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 39 | State-gov | 77516 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Male | 2174 | 0 | 40 | United-States | <=50K |
| 1 | 50 | Self-emp-not-inc | 83311 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 13 | United-States | <=50K |
| 2 | 38 | Private | 215646 | HS-grad | 9 | Divorced | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
| 3 | 53 | Private | 234721 | 11th | 7 | Married-civ-spouse | Handlers-cleaners | Husband | Black | Male | 0 | 0 | 40 | United-States | <=50K |
| 4 | 28 | Private | 338409 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | Black | Female | 0 | 0 | 40 | Cuba | <=50K |
| You must use Pandas to answer the following questions: |
How many people of each race are represented in this dataset? This should be a Pandas series with race names as the index labels. (race column) What is the average age of men? What is the percentage of people who have a Bachelor's degree? What percentage of people with advanced education (Bachelors, Masters, or Doctorate) make more than 50K? What percentage of people without advanced education make more than 50K? What is the minimum number of hours a person works per week? What percentage of the people who work the minimum number of hours per week have a salary of more than 50K? What country has the highest percentage of people that earn >50K and what is that percentage? Identify the most popular occupation for those who earn >50K in India.