Lab
A Cloud Guru

Profile Data Using the pandas_profiling Python Package

In this lab, we will load a CSV file into a pandas DataFrame. Once loaded, we will use the `pandas_profiling` package to generate a profile report on the data. We will then view this report using a web browser. Basic Python programming skills will be required for this lab. If you need a refresher, check out the following course: - [Certified Associate in Python Programming Certification](https://acloud.guru/overview/8169e8e7-91a7-4d92-b278-4dd08c787dc6)

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Path Info

Level

Intermediate

Duration

30m

Published

Jun 04, 2021

Challenge

Install pandas_profiling

Install the pandas_profiling package using pip. Be sure to use Python version 3.
Challenge

Load the CSV File into a DataFrame

Load the provided CSV file into a pandas DataFrame object.
Challenge

Generate the Report and Save to a File

Generate the profile report, and save it to a file named profile_report.html
Challenge

Start a Simple Web Server on Port 8080

Lastly, start a simple web server using the HTTP module listening on port 8080 to make the report accessible.

You can access the report at: http://PUBLIC_IP:8080/profile_report.html. Replace PUBLIC_IP with the public IP address of the lab instance.

Author

A Cloud Guru

The Cloud Content team comprises subject matter experts hyper focused on services offered by the leading cloud vendors (AWS, GCP, and Azure), as well as cloud-related technologies such as Linux and DevOps. The team is thrilled to share their knowledge to help you build modern tech solutions from the ground up, secure and optimize your environments, and so much more!

What's a lab?

Hands-on Labs are real environments created by industry experts to help you learn. These environments help you gain knowledge and experience, practice without compromising your system, test without risk, destroy without fear, and let you learn from your mistakes. Hands-on Labs: practice your skills before delivering in the real world.