When it comes to visualizing data, a box plot and a violin plot are two common ways to show the distribution of the data. They have some similarities but also some differences. A box plot is a chart that shows the middle 50% of the data using a box. It also shows the minimum and […]
When it comes to visualizing data, histograms and density plots are two ways to show the distribution of the data. They have some similarities but also some differences. Here’s a quick rundown on density plots vs histograms. What Does a Histogram Show? A histogram is a chart that shows how many times each value appears […]
When it comes to identifying patterns in a distribution, a histogram can be quicker than a frequency table. A frequency table shows how many times each value appears in a dataset. It’s a useful way to organize and summarize data. However, it can be harder to see patterns in the data just by looking at […]
Hey guys! It’s Chip, and I’m here to discuss selecting charts to explore univariate distributions! 📊 When it comes to selecting charts to explore univariate distributions, there are a few things to consider. We’ll talk about some of the most important factors to keep in mind. 🔍 Type of data: The type of data you […]
Hey guys! It’s Chip, and I’m here to talk about histograms and density plots! 📈 Histograms and density plots are great ways to explore the shape, skew, and modality of a distribution. They can help us to understand how spread out the data is and if it’s evenly distributed or skewed to one side. 📊 […]
What’s a Univariate Distribution? “Univariate” – This part of the word comes from “uni,” which means one. So, when we talk about univariate distributions, we’re talking about data that focuses on just one thing at a time. “Distribution” – This is just a fancy word for how the data is spread out or arranged. Imagine […]
A boxplot is a way of showing how a set of numbers is spread out. The box in a boxplot shows the middle part of the numbers, which is called the “interquartile range.” The interquartile range is the range of the middle 50% of the numbers. The bottom of the box represents the 25th percentile, […]
Have you ever wondered why we use charts to explore distributions? It’s because charts help us to visualize and understand how data is spread out. They also allow us to see any patterns or trends in the data. Now, let’s talk about some common charts that we use to explore univariate distributions. These charts include […]
Hey, it’s Chip! Today, let’s talk about which charts you should use for each data type. 🤓 For categorical data, charts that show frequencies are the best way to explore the data. These include bar charts, pie charts, and stacked bar charts. 📊 Bar Chart […]
Hey guys, it’s Chip! Today, let’s talk about how data types impact what visualization and statistical techniques you can use. 🤓 The type of data you have can impact the way you analyze and interpret your data. Different data types require different statistical techniques and visualization methods. 🔍 For example, if you have nominal data, […]
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