---
title: Change Analysis in ASK BOSCO® AI Analyst
description: Learn how to use change analysis in ASK BOSCO® AI Analyst to understand shifts in your digital marketing reporting data.
---

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# Change Analysis in ASK BOSCO® AI Analyst

## Change Analysis Explained

With ASK BOSCO® AI Analyst change analysis, you can compare any two data points in a visualization and identify key change drivers from the underlying attribute columns.

<iframe loading="lazy" class="sl-demo" src="https://askbosco.storylane.io/demo/ou3jtlcbzxot?embed=inline" name="sl-embed" allow="fullscreen" allowfullscreen style="position:absolute;top:0;left:0;width:100%!important;height:100%!important;border:1px solid rgba(63,95,172,0.35);box-shadow: 0px 0px 18px rgba(26, 19, 72, 0.15);border-radius:10px;box-sizing:border-box;"></iframe>

 

ASK BOSCO® AI Analyst change analysis compares data points of simple or complex   
measures using these aggregates:

- **Sum** – Adds up. For example, the total sales for each data point.
- **Count** –  how many things there are. For example, how many conversions were made on each data point.
- **Average** – Looks at the average (or typical) value when looking at changes
- **Other 'versus' functions** – These compare one thing to another to show the difference (the *absolute* change), like the increase or decrease in sales.

---

### How to conduct a change analysis

Hold down Shift and click on two data points. Release Shift.

![](https://info.askbosco.io/hs-fs/hubfs/image-png-Apr-05-2025-12-26-52-2845-PM.png?width=645&height=310&name=image-png-Apr-05-2025-12-26-52-2845-PM.png)

On one of the points right-click to get the pop-up menu and then select 'Run change analysis' from the the menu

![](https://info.askbosco.io/hs-fs/hubfs/image-png-Apr-05-2025-12-29-46-9255-PM.png?width=654&height=312&name=image-png-Apr-05-2025-12-29-46-9255-PM.png)

The resulting change analysis provides a summary of insight for the attribute associated with the numbers selected - in the below example this shows Channel.

![](https://info.askbosco.io/hs-fs/hubfs/image-png-Apr-05-2025-12-31-13-4852-PM.png?width=670&height=355&name=image-png-Apr-05-2025-12-31-13-4852-PM.png)

ASK BOSCO AI Analyst reviews all underlying attributes in the data set and provides results for some or all of them. Contextually not all attributes will be helpful when visualized and so you can select the one you want to view on the left hand side, or 'Customise attributes' to choose ones which do have the correct context.

![](https://info.askbosco.io/hs-fs/hubfs/image-png-Apr-05-2025-12-37-18-2188-PM.png?width=670&height=358&name=image-png-Apr-05-2025-12-37-18-2188-PM.png)

---

### Reading the results

Anything in Blue is considered a significant change, not the normal change you would expect from the data. 

Changes in Grey are normal.

![](https://info.askbosco.io/hs-fs/hubfs/image-png-Apr-05-2025-12-39-29-3763-PM.png?width=670&height=355&name=image-png-Apr-05-2025-12-39-29-3763-PM.png)

Scrolling down you can see the most significant change described in more detail.

*Note. AI generated narration can be occasionally inaccurate due to its probabilistic nature. Verify insights before using or sharing them.*

This article was created by Grace. If you have any questions or need a hand, feel free to reach out to us at [**team@askbosco.io**](mailto:team@askbosco.io)[mailto:team@askbosco.io](mailto:team@askbosco.io)

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