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You are here: Home / Archives for Python / Seaborn

Seaborn

How To Specify Colors to Scatter Plots in Python

April 20, 2019 by cmdlinetips

Scatter plots are extremely useful to analyze the relationship between two quantitative variables in a data set. Often datasets contain multiple quantitative and categorical variables and may be interested in relationship between two quantitative variables with respect to a third categorical variable. And coloring scatter plots by the group/categorical variable will greatly enhance the scatter […]

Filed Under: Python Tips, Scatter plot Python, Specify Colors Scatter Plot Seaborn Tagged With: Colors Seaborn Scatter Plot, scatter plot colors Python, Scatter plot Python, Scatter plot with specific colors

How To Make Scatter Plot in Python with Seaborn?

April 8, 2019 by cmdlinetips

Adjusting Transparency in Scatter Plot

Scatter plots are a useful visualization when you have two quantitative variables and want to understand the relationship between them. In this post we will see examples of making scatter plots using Seaborn in Python. We will first make a simple scatter plot and improve it iteratively. Let us first load the packages we need […]

Filed Under: Python Tips, Scatter Plot with Python, Scatter Plot with Seaborn Tagged With: log scale Plot Python, Scatter Plot with Python, Scatter Plot with Seaborn

Catplot Python Seaborn: One Function to Rule All Plots With Categorical Variables

March 9, 2019 by cmdlinetips

Catplot: Boxplot with jitter Seaborn

I just discovered catplot in Seaborn. Catplot is a relatively new addition to Seaborn that simplifies plotting that involves categorical variables. In Seaborn version v0.9.0 that came out in July 2018, changed the older factor plot to catplot to make it more consistent with terminology in pandas and in seaborn. The new catplot function provides […]

Filed Under: Python Tips, Seaborn Catplot, Stripplot Python Tagged With: boxen plot Python, Boxplot Python, pointplot Python, Seaborn Catplot, Stripplot Python

How To Make Grouped Boxplots in Python with Seaborn?

March 1, 2019 by cmdlinetips

Grouped boxplot seaborn

Boxplots are one of the most common ways to visualize data distributions from multiple groups. In Python, Seaborn potting library makes it easy to make boxplots and similar plots swarmplot and stripplot. Sometimes, your data might have multiple subgroups and you might want to visualize such data using grouped boxplots. Here, we will see examples […]

Filed Under: Grouped Boxplot in Python, Grouped boxplot with data points in Python, Python Boxplot, Python Tips Tagged With: Grouped Boxplot in Python, Grouped Boxplot Seaborn, Python Boxplot, Python Tips

How To Make Histogram in Python with Pandas and Seaborn?

February 10, 2019 by cmdlinetips

Histogram with Pandas

Histograms are a great way to visualize the distributions of a single variable and it is one of the must for initial exploratory analysis with fewer variables. In Python, one can easily make histograms in many ways. Here we will see examples of making histogram with Pandas and Seaborn. Let us first load Pandas, pyplot […]

Filed Under: Histogram in Pandas, Histogram in Seaborn Tagged With: Histogram in Pandas, Histogram with Seaborn

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