The  **Sensor Analysis**  tab allows users to deep dive into the analysis of a specific set of batch parameters to identify patterns in successful and failed batches. 

![Capture d’écran 2022-12-13 à 15.32.04.png](tF0EvqOryKMD)

First, select the batch parameters that you want to analyze and click on the "_ **Run the analysis** _ " button. 
Once the analysis is complete, the tab displays a chart for each sensor of the machines, aggregating the data over all the batches corresponding to the selected parameters. These charts show two curves: one representing the average values for successful batches, and one for failed batches (for each sensor).

On the left panel of the tab, you can use filters to refine the displayed charts according to their batch ids or the date of their values. Additionally, there is a " _ **group by Outcome / by Batch** _ " toggle that allows users to enable or disable the aggregation of data by failure rate. If this toggle is disabled, the charts will show the data for each batch individually, rather than aggregated by success rate (limited to the first ten batches). This allows you to compare two specific batch data by combining this feature with the batch filtering.



