# Insights in visualizations for aggregation types

Insights in visualizations are generated depending on the type of data
aggregation.

The Show average value insight is generated for the following aggregation types:

- average
- count
- max
- min
- sum

The Show meaningful differences insight is generated for the following
aggregation types:

- average
- count
- sum

No Insights are generated for the following aggregation types:

- calculated
- count distinct
- none

The following table lists statistical analyses that are performed for insight types depending on aggregation function.

Data aggregation function | Insight type | |
---|---|---|

Show average value | Show meaningful differences | |

max, min | Mean | No insight |

count, sum | Mean | One- or two-way Chi-Square |

average | Weighted mean |
One- or two-way ANOVA Mean-based unusual cell detection |

calculated, count distinct, none | No insight | No insight |