Description

The historical percentage yields from a batch reactor for 300 sequential batches.

Dataset

Conditions were changed after the sequential 300 batches to try improve the yield by running 10 new batches, and these yields were recorded: [83.5,78.9,82.7,93.2,86.3,74.7,81.6,92.4,83.6,72.4]

These values are not included in the downloadable dataset. The 300 yield values may be used to create a historical reference set of typical variation, allowing one to compare whether the 10 new batches actually led to a significant improvement.

Preparation

Python version: 3.6

Preparation was carried out keeping in view the utilization and reuzibility of datapackage.json and code respectively. For this purpose couple of script files (process.py and wrapper.py) were included in scripts folder. wrapper.py has the abstract class with generic methods to download raw files and appending data to CSVs. process.py has the concrete class, implementing the setData() method.

License

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