Repeated measures ANOVA in Python is useful when you want to analyze data from within-subjects or repeated-measures designs. Although several Python packages now support this analysis, it was not always straightforward to perform using only Python. At the time this tutorial was written, statsmodels did not include repeated measures ANOVA, and one common solution was
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Descriptive statistics in Python are easy to calculate with Pandas. Whether you want a quick overview of your data or need summary statistics before fitting a statistical model, Pandas includes built-in functions for the most common descriptive measures. In this tutorial, you’ll learn how to calculate descriptive statistics for a Pandas DataFrame and interpret the
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Learn how to reverse pandas dataframe by rows or columns.
Six Ways to Reverse Pandas dataframe Read More »
Spyder is the best Python IDE I have used for data analysis, scientific computing, and general Python development. I’ve been using it for years, and despite trying alternatives such as PyCharm, VS Code, and Rodeo, I keep coming back to Spyder. In this post, I’ll explain why it’s my preferred Python IDE, walk through the features I
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This post aims to show why you, as a psychology student or researcher (or any other kind of researcher or student) should learn to program. The post is structured as follows. First, I start by discussing why you should learn to program and then give some examples of when programming skills are helpful. I continue
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Good resources for learning R as a Psychologist are hard to find. By that, I mean that there are so many great sites and blogs to learn R. Thus, it may be hard to find learning resources that target Psychology researchers. Outline The structure of this post is as follows. First, we start by getting
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I recently wrote a post on the RStudio like Python IDE Rodeo (RStudio-like Python IDEs – Rodeo and Spyder). In that post, I installed and tested Rodeo 0.44. However, Rodeo 1.0 was released in October. Rodeo 1.0 cannot be installed using Pip. Therefore, I wrote a bash script for downloading and unzipping Rodeo. Note, the
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In this post I will discuss two Python Integrated Development Environments (IDE); Rodeo and Spyder. Both Python IDEs might be useful for researchers used to work with R and RStudio (a very good and popular IDE for R) because they offer similar functionalities and graphical interfaces as RStudio. That is, Rodeo and Spyder can both
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Recently, we bought 10 coin like vibrating motors from Precision Microdrives. In the following video you will one of them in use. It is connected to an Arduino Uno micro controller. Update: Now we have built some wrist bands/straps using the vibrating motors, velcro, silver tape, arduino, batteries and more. Hopefully, we will have a
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I recently asked which programming language I should learn next year (i.e., 2016). In this post I will evaluate the alternatives that I have by asking the question in different places around the internet. The post will end with the choice I made and how to install the language To summarize my earlier post, I
What programming language should I learn – 2 Read More »