Course Content

# Data Manipulation using pandas

2. Preprocessing Data: Part II

Data Manipulation using pandas

## Other Types of Graphs

Let's learn the remaining types of plots that `pandas`

can build.

Value | Kind of plot |

`box` | for boxplot |

`kde` or `density` | for density plots |

`area` | for area plots |

`hexbin` | for hexagonal bin plots |

`pie` | for pie plots |

What is a boxplot? A boxplot is a method of graphical representation of data minimum, quartiles, and maximum values. The lower side of rectangle is the first quartile (such a value that 25% of data is less than this value), the top side of rectangle is the third quartile (such a value that 75% of values is less than this value). Whiskers on a plot demonstates minimum and maximum. For instance, let's build a boxplot for the `'empinch'`

column (represents total household employment income).

These types are the most popular, but you will face the remaining ones while studying visualization libraries.

Everything was clear?