If you’ve ever stared at a column of numbers in a dataset and struggled to understand its underlying story, you’re not alone. While many libraries can create plots quickly, true mastery of Python visualization comes from understanding Matplotlib—the foundational engine that gives you full control over every detail of your chart. This is where the… Continue reading How To Make Histograms with Matplotlib in Python?
Category: Matplotlib
How to make Grouped barplots with Matplotlib in Python
In this tutorial, we will learn how to make grouped barplot using Matplotlib in Python. We will learn how to make a gropued barplot in a realize scenario, where the data is in a Pandas dataframe and we have do some data munging to get the data to make grouped barplot. Let us first load… Continue reading How to make Grouped barplots with Matplotlib in Python
How to make 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 stackplot(x,y) where x(N,) and y(M, N) array-like inputs. Data for making Stacked area plot in Python In this example, we… Continue reading How to make Stacked area plot with Matplotlib
How to Make Heatmap with Matplotlib in Python
How to Make a Heatmap in Python with Matplotlib (Step-by-Step Guide) Heatmaps are a powerful way to visualize matrices and time-based data. They let you quickly spot trends, patterns, and seasonality in numbers. While libraries like Seaborn provide a high-level heatmap() function, Matplotlib’s imshow() gives you low-level control and flexibility to customize every part of… Continue reading How to Make Heatmap with Matplotlib in Python
How to Make Violin plots with Matplotlib
In this tutorial, we will learn how to make violin plots using Python’s Matplotlib library. Matplotlib has a function called violinplot() and we will use that function to examples of making violinplot first and then learn to customize the violinplots. Unlike other tutorials on violinplot with Matplotlib, here we start with data stored in a… Continue reading How to Make Violin plots with Matplotlib