There are several different data cleaning techniques that we can perform in SPSS, not all of which are applicable to every data set. In this tutorial, we cover some of the most common and useful techniques.

Before you start analysing your data, it is important to clean it first so that you start with a clean dataset. Data cleaning in involves two steps: checking whether the dataset has any errors, then correcting …

This video will teach you valuable skills to prepare your data for analysis in SPSS by describing the process of running frequencies, replacing missing data, and recoding items for reverse...

Mar 25, 2021 · In this tutorial, I will demonstrate to you how to do data cleaning in SPSS, from removing irrelevant cases, to converting data types, detecting and removing duplicates, fixing structural issues …

Dec 3, 2025 · For this part, we will begin using the Example dataset linked in this guide (both the Excel and CSV Example files have the same data, so either is fine to use) to show you how to perform …

Cleaning your data involves taking a closer look at the problems in the data that you've chosen to include for analysis. There are several ways to clean data using the Record and Field Operation …

In this blog, we'll talk about how important it is to clean your data in SPSS, what the best ways to clean your data are, and how to find and fix common data errors. From the content, you can learn how to …

Jun 5, 2025 · Click on Data, Sort Cases. Then click the name of the variable that you know has an error. (“happy”) and put it in the Sort By box. Since the values are at the top of the expected range, I have …

Nov 26, 2025 · View our tutorials for reading, cleaning, arranging, and manipulating data in SPSS. Most of the time, you'll need to make modifications to your variables before you can analyze your data.

Mar 9, 2023 · In SPSS, you can easily clean and prepare your data using a variety of tools and techniques. In this blog, we will discuss how to clean and prepare your data in SPSS before analysis. …