Cycle time is defined here as the difference between the exit time and the corresponding entry time of a card, that is the time spent in the selected region of the value stream during that visit. In a normal situation, as cards move forward from left to right, a card will travel through the selected region of the value stream only once. However, if we allow cards to move back, or move between different value streams (swim lanes) it is possible for a card to visit multiple time. In such situations, the scatter plot will show multiple instances of the card, once for each visit.

#### Applying Filters

You can apply filters based on card attributes and the value stream stages to refine your data for the analytics. Moreover, the time range for the analytics can also be adjusted using the Temporal Range Filter. Read more about them here.

## Cycle Time Scatter Plot

The x-axis represents time, the y-axis represents cycle time (in units selected in *Time Unit* filter criteria). Each dot represents a card whose x position is determined by its exit time, and y position is determined by the cycle time. The dots are colored based on the value of Color by attribute of the card. Different shapes indicate the type of exit:

**Circle**: move forward or is archived**Triangle**: move back**Square**: move to another value stream**Diamond**: cards that were deleted or discarded

On the right of the scatter plot we have box-and-whisker plot as defined by John W. Tukey.

Box-plot provides a non-parametric characterization of data without making any assumptions of the underlying distribution. The bottom and top of the box are first and third quartiles, and the line inside the box is the second quartile (the median). The lower whiskers are drawn to the lowest datum still within the 1.5 IRQ ( interquartile range: q3 – q1) of the lower quartile, and the upper whisker is the highest datum still within the 1.5 IRQ of the upper quartile.

Box-and-whisker plot is often used to identify outliers in place of 3 sigmas when the underlying distribution is unknown. For comparison, for normal distribution, 6 sigma range represents 99.73% of the total area, whereas box-and-whisker range represents 99.3% of the area. The actual area being covered, however, depends on the nature of the distribution.

#### Calculation Logic for the Scatter Plot

Cards that exit the selected region of the value-stream during the time interval selected in the Temporal Range Filter, pass the filtering criteria and have entry time defined form the basis for cycle time calculation. These cards are plotted on the chart based on their exit time (x-axis) and cycle time (y-axis).

## Card Distribution Pie Chart

A pie chart showing the breakdown of cards used in cycle time calculation colored by the *Color *by attribute of the card.

#### Calculation Logic for the Card Distribution

Cards that exit the selected region of the value stream during the time interval selected in the *Temporal Range Filter*, pass the filtering criteria and have entry time defined form the basis for cycle time calculation. For the pie chart, these cards are grouped by *Color by* attribute to form segments of the pie. The total number is shown at the center of the pie.

## Cycle Time Histogram

It is the histogram of cycle time where the x-axis is the cycle time, and y-axis represents the number of cards that have cycle time that falls within the time-bucket representing the width of the bar. The outliers are colored in red.

#### Calculation Logic for Cycle Time

Cards that exit the selected region of the value-stream during the time interval selected in the *Temporal Range Filter*, pass the filtering criteria and have entry time defined form the basis for cycle time calculation. These cards are grouped into *Time unit* wide buckets based on their cycle time to form the histogram. Cards that fall outside the box-and-wiser plot are considered to be outliers and are colored in red.