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Series: Data Cleaning

Data Cleaning Introduction

As a data analyst or data scientist, you want to analyze data that is clean, not dirty. In […]

February 1, 2023 in Data Analytics tagged fix / prepare / cleaning / data / clean / process / Data Cleaning by Mike

Cleaning Data for Analysis

Pre-Cleaning Steps Before you clean your data there are three pre-cleaning steps you should take. Data analysts perform […]

January 30, 2023 in Data Analytics tagged data / clean / analysis / EDA / exploratory / Data Cleaning by Mike

Cleaning Data with Alex

This post is based on a video on YouTube by Alex the Analyst. Thanks Alex. Learn with YouTube […]

February 9, 2023 in Data Analytics tagged clea / data / analytics / analyst / Data Cleaning by Mike

Data Structuring & Cleaning with Mike

What are the steps to cleaning your data in a data analysis project? This article combines a few […]

March 4, 2024 in Data Analytics tagged exploratory / cleaning / data / clean / analysis / EDA / Data Cleaning by Mike

Loop Through pandas DataFrame
How would we iterate (loop) through the rows of a pandas DataFrame? What’s the context? Why would we […]

July 23, 2023 in Python tagged clean / dataframe / drop / loc / structure / iterate / apply / telephone / for / loop / phone / rows / dataset / Data Cleaning by Mike