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Data Viz with Python and R

Learn to Make Plots in Python and R

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Mean and SD plot with Seaborn objects

datavizpyr · February 17, 2023 ·

Mean and SD plot using Seaborn Objects

In this tutorial, we will learn how to make Mean and Standard Deviation plot using Seaborn's object orient interface Seaborn objects. Mean and SD plot plot across the different groups in adataset can quickly reveal the trend in the data. We will use gapminder dataset to make … [Read more...] about Mean and SD plot with Seaborn objects

Filed Under: Python, Seaborn, Seaborn objects Tagged With: Mean and SD Plot Seaborn

How to make Stacked area plot with Matplotlib

datavizpyr · February 10, 2023 ·

Stacked area plot with Matplotlib

In this tutorial, we will learn how to make a stacked area plot using Python's Matplotlib. We can make stacked area plot using matplotlib's stackplot() function. The basic syntax of using Matplotlib's stackplot() function is where x(N,) and y(M, N) array-like inputs. Data … [Read more...] about How to make Stacked area plot with Matplotlib

Filed Under: Matplotlib, Python Tagged With: Matplotlib Stacked area plot, Matplotlib stackplot()

How to reverse legend key order in ggplot2

datavizpyr · January 19, 2023 ·

How to reverse legend key order in ggplot2

In this tutorial, we will learn how to reverse the order of legend keys in ggplot2. In ggplot2, when we color by a variable using color or fill argument in side aes(), we get a legend with keys showing which keys match which colors. Here we will show how to reverse the … [Read more...] about How to reverse legend key order in ggplot2

Filed Under: ggplot2, R, Uncategorized Tagged With: reverse legend key order

How to Increase Legend Key Size in ggplot2

datavizpyr · January 16, 2023 ·

How to Increase Color Legend's Point Size in ggplot2

In this tutorial, we will learn how to increase the color legend's point (or legend key) size in ggplot2. Often when you make a plot with multiple groups and large number of data points, the legend key for the color variable are small and can be not legible in the plot. Here … [Read more...] about How to Increase Legend Key Size in ggplot2

Filed Under: ggplot2, R, Uncategorized Tagged With: ggplot2 guide_legend(), ggplot2 guides(), ggplot2 increase legend point size

Lollipop plot with ggplot extension ggalt

datavizpyr · January 4, 2023 ·

Customizing lollipop. plot with geom_lollipop() in ggalt

In this tutorial, we will learn how to make lollipop plot using ggalt, one of the ggplot2 extension packages. A lollipop plot is a great alternative for bar plot as the amount ink used to make the lollipop plot is much smaller. ggalt, R package developed by @hrbrmstr, has a … [Read more...] about Lollipop plot with ggplot extension ggalt

Filed Under: ggplot2, R, Uncategorized Tagged With: geom_lollipop() ggalt, lollipop plot in R

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