# Chart Separation

This tutorial tells use the DataFrame to save data back to disk## Separate by Factor

SeparateByFactor() will separate the chart into a grid of subcharts based on the bar groups. It takes in an integer as the number of columns in the grid. If empty, it results in a single-column grid.

Unfortunately, there are some limitations to the usage of this function. The Separate by Factor function can be used with a certain amount of columns and/or factors. And that number is unique to each chart. The following chart displays some of the possible combinations of factors and/or columns. It has the column input with numerical and nonnumerical data and the factor input columns.

Amount of Column Input | Amount of Factor Input | Bar Chart | Pie Chart | Histogram | Line Chart | Scatter Plot | Box Plot | Violin Plot |
---|---|---|---|---|---|---|---|---|

0 | 1 | Yes | Yes | No | No | No | No | No |

0 | 2 | No | No | No | No | No | No | No |

1 (non-numerical) | 0 | Yes | Yes | No | No | No | No | No |

1 (numerical) | 0 | No | Yes | No | No | No | No | No |

1 (non-numerical) | 1 | No | No | No | No | No | No | No |

1 (numerical) | 1 | Yes | Yes | No | No | No | Yes | Yes |

1 (non-numerical) | 2 | No | No | No | No | No | No | No |

1 (numerical) | 2 | Yes | Yes | No | No | No | Yes | Yes |

2 (non-numerical) | 0 | No | No | No | No | No | No | No |

2 (numerical) | 0 | No | Yes | No | No | No | No | No |

2 (non-numerical) | 1 | No | No | No | No | Yes | No | No |

2 (numerical) | 1 | Yes | Yes | No | No | Yes | Yes | Yes |

2 (non-numerical) | 2 | No | No | No | No | No | No | No |

2 (numerical) | 2 | No | No | No | No | No | No | No |

## Separate by Series

SeparateBySeries() will separate the chart into a grid of subcharts based on the legend (series). It takes in an integer as the number of columns in the grid. If empty, it results in a single-column grid.

Unfortunately, there are some limitations to the usage of this function. The Separate by Series function can be used with a certain amount of columns and/or factors. And that number is unique to each chart. The following chart displays some of the possible combinations of factors and/or columns. It has the column input with numerical and nonnumerical data and the factor input columns.

Amount of Column Input | Amount of Factor Input | Bar Chart | Pie Chart | Histogram | Line Chart | Scatter Plot | Box Plot | Violin Plot |
---|---|---|---|---|---|---|---|---|

0 | 1 | No | Yes | No | No | No | No | No |

0 | 2 | No | No | No | No | No | No | No |

1 (non-numerical) | 0 | No | Yes | No | No | No | No | No |

1 (numerical) | 0 | No | Yes | No | No | No | No | No |

1 (non-numerical) | 1 | No | No | No | No | No | No | No |

1 (non-numerical) | 2 | No | No | No | No | No | No | No |

1 (numerical) | 2 | Yes | Yes | No | No | No | Yes | Yes |

2 (non-numerical) | 0 | No | No | No | No | No | No | No |

2 (numerical) | 0 | Yes | Yes | Yes | Yes | No | No | No |

2 (non-numerical) | 1 | No | No | No | No | Yes | No | No |

2 (numerical) | 1 | No | Yes | No | No | Yes | Yes | Yes |

2 (non-numerical) | 2 | No | No | No | No | No | No | No |

2 (numerical) | 2 | No | No | No | No | No | No | No |

## Next Tutorial

In the next tutorial, we will discuss general usage charts functions, which describes how to customize data charts even further.