Reputation: 2902
Cheers!
I'm trying to get a chart working that shows me the count of work orders that are completed each day after work on a unit (serial number) starts. I'd like to be able to "shadow" multiple serial numbers on top of each other, normalized to a start date of '0'.
Currently I have columns in my data set:
Work order number (0..999), repeats for each serial number
Serial number (0..999)
Work order start date (Datetime)
Work order end date (Datetime)
Say for instance that a new serial number starts each day, contains 5 work orders, and requires 5 days to complete (there are 5 units in WIP at any given time).
The data might look like (dates shown as ints):
| Work order number | Serial number | Work order start date | Work order end date |
| ----------------- | ------------- | --------------------- | ------------------- |
| 1 | 1 | 1 | 2 |
| 2 | 1 | 1 | 3 |
| 3 | 1 | 2 | 4 |
| 4 | 1 | 3 | 5 |
| 5 | 1 | 4 | 5 |
| 1 | 2 | 2 | 3 |
| 2 | 2 | 2 | 4 |
| 3 | 2 | 3 | 5 |
| 4 | 2 | 4 | 6 |
| 5 | 2 | 5 | 6 |
I'm assuming I'll need a calculated column that would perhaps go something like:
[Work order end days since start] =
[Work order end date] - MIN(
IF(*serial number matches current*, [Work order start date], NULL)
)
I (clearly) have no idea how to actually create such a calculated field in Tableau.
The values in the column (same order as the data above) should be:
| Work order end days since start |
| ------------------------------- |
| 1 |
| 2 |
| 3 |
| 4 |
| 4 |
| 1 |
| 2 |
| 3 |
| 4 |
| 4 |
Any guidance or help? Happy to clarify anything as well. Many thanks! Cheers!
Upvotes: 1
Views: 940
Reputation: 11896
You will have better results with this kind of data if you reshape it to have a single date column and add a type column indicating whether the current row describes the start or completion of a workorder.
| Work order number | Serial number | date | type |
Think of each row representing a state change, not a work order.
Open work orders on a particular date would be those that have a start record prior to that date, but don't have a completion record prior to that date. If you define a calculated field as +1 if type = New and -1 if type = Completion, then you can use a running total of that field to view the number of open work orders over time.
Upvotes: 1