Box plot chart
A box plot is a graphical representation of statistical data based on the minimum, first quartile, median, third quartile, and maximum.
The term “box plot” comes from the fact that the graph looks like a rectangle with lines extending from the top and bottom. Because of the extending lines, this type of graph is sometimes called a box-and-whisker plot.
Python3
# For each numeric attribute of dataframe df.plot.box() # individual attribute box plot plt.boxplot(df[ 'Income' ]) plt.show() |
Output:
Basic Python Charts
Python Chart is part of data visualization to present data in a graphical format. It helps people understand the significance of data by summarizing and presenting huge amounts of data in a simple and easy-to-understand format and helps communicate information clearly and effectively.
In this article, we will be discussing various Python Charts that help to visualize data in various dimensions such as Histograms, Column charts, Box plot charts, Line charts, and so on.
Table of Content
- Python Charts for Data Visualization
- Histogram
- Column Chart
- Box plot chart
- Pie Chart
- Scatter Chart
- Line Chart
- Area Chart
- Heatmap
- Bubble Chart
- Radar Chart
- Conclusion