jgrt / 101-pandas-exercises

101 Pandas Exercises/Puzzles for Data Analysis.

Pandas Exercises & Solutions

101 Pandas Exercises/Puzzles for Data Analysis.

Check out to exercise for practice.

Find solutions here: solutions

This repository provides solutions from this webpage:

https://www.machinelearningplus.com/python/101-pandas-exercises-python

Pandas (Package Overview):

pandas is a Python package providing fast, flexible, and expressive data structures designed to make working with “relational” or “labeled” data both easy and intuitive. It aims to be the fundamental high-level building block for doing practical, real world data analysis in Python. Additionally, it has the broader goal of becoming the most powerful and flexible open source data analysis / manipulation tool available in any language.

Getting Started

Please follow guide to make this project up and running.

Clone

• Clone this repo to your local machine using https://github.com/jgrt/101-Pandas-Exercises.git

Setup

1. Using Docker:

   • If you have docker running in your local machine then go to folder where you have just cloned this repository. then run following commands:

   docker-compose build lab
   docker-compose up lab
   

2. Using Virtualenv or without:

   Prerequisites

   • Python 3 (Preferred 3.7, better 3.8)
   • pip (Preferred Latest stable Available)

   Install

   pip install -r requirements.txt
   

   Run

   jupyter lab