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cleaning

Cleaning Mixed Data Types
Exploratory Data Analysis (EDA) has six main practices. The six main practices of EDA are discovering, structuring, cleaning, […]

April 8, 2024 in Python tagged excel / clean / read / pandas / cleaning / Pandas EDA 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

Cleaning Categories in pandas
You have a dataset in pandas represented as a DataFrame. One of the columns has categories in it. […]

July 26, 2023 in Python tagged dataframe / cleaning / spelling / typo / category / replacement / replace / clean / set / dictionary / pandas by Mike

EDA Cleaning with Pandas

Exploratory Data Analysis (EDA) has six main practices. The six main practices of EDA are discovering, structuring, cleaning, […]

July 10, 2023 in Python tagged EDA / cleaning / clean / Pandas EDA Cleaning by Mike

Exploring Data Types in pandas
Exploratory Data Analysis (EDA) has six main practices. The six main practices of EDA are discovering, structuring, cleaning, […]

June 17, 2023 in Python tagged clean / types / pandas / EDA / structuring / dirty / cleaning / data / lambda / Pandas Data Types by Mike

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 data / clean / process / fix / prepare / cleaning / Data Cleaning by Mike