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Add section on data auditing.

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Chris Roth
2022-02-24 16:18:08 -06:00
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@@ -137,6 +137,11 @@ Therefore, there is no conflict between business goals and the imperative to rep
Sometimes, data is corrupt and needs to be evaluated to see if it can be corrected and/or removed, but this should not be used as an excuse to simply remove unwanted data. Sometimes, data is corrupt and needs to be evaluated to see if it can be corrected and/or removed, but this should not be used as an excuse to simply remove unwanted data.
#### Auditing
The requirement to the commitment to truth often consequentially leads to leaving a data audit trail that demonstrates how processing data led sequentially from A to B to C.
Practically this means using versioning tools like Git and along with documentation that describes what inputs and versioned tools produced which outputs.
### Responsibilities Owed to the Guild ### Responsibilities Owed to the Guild
#### Data Science Ecosystem #### Data Science Ecosystem