Project

HR Data Analysis

Medium

243 completions

~ 17 hours

4.4

This project guides you through advanced data handling and analysis using Python and pandas—from reindexing XML datasets to merging and pivoting data.

Provided by

JetBrains Academy

About

You work as an analyst in a company. The company's HR boss provided you with three datasets. The first two contain information about employees' performance in offices A and B: how much they work, their salaries, the number of their projects, departments, and so on. The third one is an extensive dataset with information on the employees' satisfaction with their jobs, their latest evaluation metrics, and the current status in the company. Your task is to analyze the data and answer some of the HR’s questions.

Graduate project

This project covers the core topics of the Pandas for Data Analysis course, making it sufficiently challenging to be a proud addition to your portfolio.

At least one graduate project is required to complete the course.

What you'll learn

Once you choose a project, we'll provide you with a study plan that includes all the necessary topics from your course to get it built. Here’s what awaits you:

Practice how to merge several datasets into a big one.

Master the pandas methods to extract insights from the data.

Aggregating pandas DataFrames allows you to quickly find different metrics, such as the mean or standard deviation across other columns. Let's try that out!

Pivot tables are helpful when you want to summarize the data. Explore how to generate them with pandas.

Reviews

Tomas Kanuch

3 weeks ago

4.7

I have learned working with pandas library, creating, accessing, sorting, modifying, selecting within dataframe, aggregating and pivoting dataframes.Most difficult for me was stage 4 - creating multi-conditional aggregating function.

Chris Ascencio

5 months ago

1.0

Horrible project, honestly im surprised how low the ball was dropped. It seems like the course creators wanted you to fill in all the gaps on how to use pandas. This was by far the worst way ive been introduced to pandas. Your better of taking the datacamp(dot)com course on pandas then this, more e ...

Aidan Keith Naidoo

7 months ago

5.0

i learned a lot this was a cool project to do even though it was in the medium difficulty section of the projects it was quite challenging to be honest but i learned more and more and it was hard to remember all the topics that will help with this but was good practice

4.4

Learners who completed this project within the Pandas for Data Analysis course rated it as follows:

Usefulness

4.7

Fun

4.3

Clarity

4.3