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.

99.2% In Progress 0.0% Planning 0.0% Submitted 0.8% Waiting Approval

Cause of delay This visual uses Group-Means: 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 11 out of 11

Service Request ID SR Audit Create Datetime SR Audit Status Next status Time spent
REQ000001051893 01-12-15 13:17 Submitted Waiting Approval 7
REQ000001051893 01-12-15 13:17 Waiting Approval Planning 2141
REQ000001051893 13-01-15 10:44 In Progress Submitted 27829944
REQ000001248003 18-02-15 22:38 Submitted Waiting Approval 12
REQ000001248003 18-02-15 22:38 Waiting Approval Planning 152613
REQ000001248003 20-02-15 17:02 Planning In Progress 3419
REQ000001248003 20-02-15 17:59 In Progress Completed 572903
REQ000001280409 25-02-15 17:39 Submitted Waiting Approval 14
REQ000001280409 25-02-15 17:40 Waiting Approval Planning 71554
REQ000001280409 26-02-15 13:32 Planning In Progress 10691
REQ000001280409 26-02-15 16:30 In Progress Completed 66271

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 3 3 109.8 329.5
Planning 2 2 0.1 0.2
Submitted 3 3 0.0 0.0
Waiting Approval 3 3 0.9 2.6

Time spent on transitions

count mean_days total_days
SR Audit Status Next status
In Progress Completed 2 3.7 7.4
Submitted 1 322.1 322.1
Planning In Progress 2 0.1 0.2
Submitted Waiting Approval 3 0.0 0.0
Waiting Approval Planning 3 0.9 2.6