From the course: SPSS: Data Visualizing and Data Wrangling
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Recoding by ranking cases
From the course: SPSS: Data Visualizing and Data Wrangling
Recoding by ranking cases
- [Instructor] One of the most intrusive, disturbing things that can happen in data analysis is outliers. These are extreme values on a high end or a low end because they throw off things like the mean, and they throw off correlations, they throw off regression coefficients. Outliers occur in real life, but if you're not aware that they're there in your data, you can have problems. And so you need to both be aware that they're there and have some way of dealing with them, and ranking, which is very easy to do in SPSS, is one way to deal with that. I want to start by looking at some of the Google Trends search terms that we have. Now, right here it just says gt01, but that's for data science, gt02 is for artificial intelligence and so on. Let's take a look at these 15 terms to see if we have outliers in the data. We'll do this by doing side-by-side boxplots. It's a nice way to look at things when you've got a bunch of different variables. I'm going to do Simple and Summaries of…
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Contents
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Recoding variables9m 43s
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(Locked)
Reversing values with syntax6m 3s
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(Locked)
Recoding by ranking cases8m 22s
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(Locked)
Creating dummy variables6m 44s
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(Locked)
Recoding with visual binning12m 15s
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(Locked)
Recoding with optimal binning7m 39s
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(Locked)
Preparing data for modeling8m 14s
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(Locked)
Computing scores5m 30s
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