Bar Charts in Python & Matplotlib Tutorial - Grouped Bar Plots, Horizontal Bars and Stacked Bar Plot
Learn all you need to know about Python and Matplotlib's Bar Graphs, including grouped bar charts, stacked bar charts, customizing bar colors, adding titles and axis labels.
To read the tutorial in written form, check out my post here: https://datagy.io/matplotlib-bar-charts/
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Sample Dataframe:
df = pd.DataFrame.from_dict(
{
'Year': [2016, 2017, 2018, 2019, 2020, 2021],
'Men': [300, 320, 310, 305, 325, 330],
'Women': [350, 325, 300, 305, 380, 355],
'Total': [650,645, 610, 610, 705, 685]
}
)
0:00 Introduction
0:53 Loading out dataframe
1:36 Simple Matplotlib Bar Graphs
2:30 Adding Title and Labels to Matplotlib Bar Graphs
3:59 Changing Matplotlib Bar Graph Colors
4:25 Changing Bar Colours Conditionally
7:09 Matplotlib Horizontal bar charts
8:00 Matplotlib Bar Charts widths
9:10 Grouped Bar Charts in Matplotlib
11:55 Adding Legends to Matplotlib Bar Charts
13:18 Stacked Matplotlib Bar Charts
14:42 Proportional Stacked Bar Charts in Matplotlib
16:18 Styling Bar Charts in Matplotlib
17:37 Conclusion
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