3 service requests

About this visual

Each circle represents a possible state of the service request.

The size represents the percentage of time spent by all service requests in this state. (Larger circles indicate more time.)

The colour represents the time spent by any service requests, on average in this state. (Red circles indicate a higher average processing time.)

The arcs on top represent forward flows, from left to right. Their size and colour again represent the total and average time spent in that transition.

The arcs below represent reverse flows, from right to left. Their size and colour are similarly constructed.

62.3% In Progress 14.1% Planning 0.0% Submitted 23.6% Waiting Approval

Cause of delay This visual uses TopCause: a Gramener algorithm

Group Count Days spent

* Empty cell implies no impact

Summary of the causes

There are no significant causes of delay that we can infer for this segment from the data.

Service requests status Showing 10 out of 10

Service Request ID SR Audit Create Datetime SR Audit Status Next status Time spent
REQ000000961776 15-12-14 16:19 Submitted Waiting Approval 24
REQ000000961776 15-12-14 16:20 Waiting Approval Planning 68826
REQ000000961776 16-12-14 11:27 Planning Cancelled 3057683
REQ000001007930 26-01-15 14:47 In Progress Planning 13453480
REQ000001007930 30-12-14 17:39 Submitted Waiting Approval 5
REQ000001007930 30-12-14 17:39 Waiting Approval In Progress 2322466
REQ000001147082 02-03-15 8:19 Planning In Progress 37
REQ000001147082 02-03-15 8:20 In Progress Cancelled 24037
REQ000001147082 29-01-15 20:27 Submitted Waiting Approval 12
REQ000001147082 29-01-15 20:28 Waiting Approval Planning 2721088

Process Workflow Optimization

This page shows all required calculations for the workflow POC.


  1. De-duplicate data by primary keys Service Request ID, SR Audit Create Datetime, and SR Audit Status.
  2. Sort by Service Request ID, and within that, by SR Audit Create Datetime.
  3. Add a Next status column that has the next row's SR Audit Status within a given Service Request ID. (The last row in each Service Request ID will have a NaN Next status.)
  4. Calculate the Time spent as the next row's SR Audit Create Datetime minus the current row's SR Audit Create Datetime. For the last row, this value will be NaN.

Basic statistics

Time spent in each status, on average

count count_transitioned mean_days total_days
In Progress 2 2 78.0 156.0
Planning 2 2 17.7 35.4
Submitted 3 3 0.0 0.0
Waiting Approval 3 3 19.7 59.2

Time spent on transitions

count mean_days total_days
SR Audit Status Next status
In Progress Cancelled 1 0.3 0.3
Planning 1 155.7 155.7
Planning Cancelled 1 35.4 35.4
In Progress 1 0.0 0.0
Submitted Waiting Approval 3 0.0 0.0
Waiting Approval In Progress 1 26.9 26.9
Planning 2 16.1 32.3