PsychoPy, as I have previously written about (e.g., Free and Useful Software and PsychoPy tutorial) is really a great Python tool for creating Psychology experiments. You can write Python code by either using “code view” or importing the package in your favorite IDE. Furthermore, you can use the builder mode and just drag and drop different […]
PsychoPy video tutorials Read More »
Previously I have shown how to analyze data collected using within-subjects designs using rpy2 (i.e., R from within Python) and Pyvttbl. In this post I will extend it into a factorial ANOVA using Python (i.e., Pyvttbl). In fact, we are going to carry out a Two-way ANOVA but the same method will enable you to
Two-way ANOVA for repeated measures using Python Read More »
In an earlier post, I showed four different techniques that enable a one-way analysis of variance (ANOVA) using Python. Now, in this Python data analysis tutorial, we are going to learn how to do two-way ANOVA for independent measures using Python. First, we are going to learn how to calculate the ANOVA table “by hand”.
Three ways to do a two-way ANOVA with Python Read More »
In this Python data analysis tutorial, we will focus on how to carry out between-subjects ANOVA in Python. As mentioned in an earlier post (Repeated measures ANOVA with Python) ANOVAs are commonly used in Psychology. We start with a brief introduction to the theory of ANOVA. If you are more interested in the four methods
Four Ways to Conduct One-Way ANOVA with Python Read More »
In this post, you will learn how to carry out a repeated measures ANOVA in Python. A standard method in experimental psychology is within-subjects designs. One way to analysis the data collected using within-subjects designs is using repeated measures ANOVA. I recently wrote a post on how to conduct a repeated measures ANOVA using Python
Repeated measures ANOVA using Python Read More »
in this Python and Pandas tutorial, you will learn how to calculate descriptive statistics in Python using Pandas. First, you will get a brief description of what descriptive statistics is. After that, you will get a quick answer to a the question “how can I calculate descriptive statistics in Python”. In the next subsections, we
Descriptive Statistics in Python using Pandas Read More »
Learn how to reverse pandas dataframe by rows or columns.
Six Ways to Reverse Pandas dataframe Read More »
Spyder is the best Python IDE that I have tested so far for doing data analysis, but also for plain programming. In this post I will start to briefly describe the IDE. Following the description of this top IDE the text will continue with a discussion of my favorite features. You will also find out how to
Why Spyder is the Best Python IDE for Science Read More »
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
Every Psychologist Should Learn Programming Read More »
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
R Resources for Psychologists Read More »