Global Spread of Coronavirus | Data Visualization

In this post, I would like to show you how to create an interactive map plot using the Coronavirus cases data. As the numbers started to rise again, I wanted to create a global world map to see how the spreading continues across the world. I found a great data on Kaggle with the global… Continue reading Global Spread of Coronavirus | Data Visualization

The Beginner’s Guide – Building Interactive Maps in Python

Simple and hands-on practice using Climate Data In this post, I would like to show you how to create interactive climate maps using the Historical Climate Data, where you can visualize, examine, and explore the data. Data visualization plays an important role in representing data. Creating visualizations helps to present your analysis in an easier form… Continue reading The Beginner’s Guide – Building Interactive Maps in Python

Python for Finance – The Complete Beginner’s Guide

Simple and interactive walk-through using Amazon Stock Data Are you interested in developing your finance skills using some programming? Then you are at the right place. In this post, I will walk you through some great hands-on exercises that will help you to have some understanding on how to use Python for finance. First, I'll… Continue reading Python for Finance – The Complete Beginner’s Guide

Sorting and Subsetting in Python

Hands-on Data Analysis using Pandas Library In this post, we will learn some powerful data analysis techniques using Pandas library. Exploring the dataset is the first key step in data analysis. To have a better understanding of the data there are couple ways to do it. Today, we will cover the two simplest and most… Continue reading Sorting and Subsetting in Python

Data Cleaning in Python using Regular Expressions

Using string manipulation to clean strings In this post, we will go over some Regex (Regular Expression) techniques that you can use in your data cleaning process. Regex techniques are mostly used while string manipulating. We will get to that in a second. Data Science is more about understanding the data, and data cleaning is… Continue reading Data Cleaning in Python using Regular Expressions

Cleaning Data in Python (Data Types)

In this post, we will go through some of challenging case that we face when cleaning our data, and how we can solve them using some helpful pandas methods. Data Science is more about understanding the data, and data cleaning is very important part of this process. What makes the data more valuable depends on… Continue reading Cleaning Data in Python (Data Types)