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)