Datasets Google Sheet

[cbarnes7]

@PeterSulcs https://docs.google.com/spreadsheets/d/10uP6UNHjwNCjbushx1TaSFz8pueOpEEjYvJRCtEGwXI/edit?usp=sharing

[PeterSulcs]

• I would recommend breaking out into two tables.
  • one that lists datasets and includes all the meta data and
  • one for the individual files that are associated with that data set.
  • The only exception to this would be cases where the files are drastically different. Download stats can be tracked by file, but most of the characteristics can be tracked for the dataset as a whole.
• I would recommend tracking highest level source where the dataset came from, I think this might just be column P.
• In general, the list doesn't seem to be comprehensive,
  • some NASA datasets are missing, for example last year's team used the MOSFET dataset from NASA, would be good to include that. https://ti.arc.nasa.gov/tech/dash/groups/pcoe/prognostic-data-repository/#mosfet
  • The awesome-industrial-machine-datasets source seems to be under represented? https://github.com/makinarocks/awesome-industrial-machine-datasets

[cbarnes7]

@mattsul @pjw901015

[PeterSulcs]

I think this task might be complete, @mattsul and @pjw901015 please review.

[jwaltner]

Please add this dataset to the list. This seems like it is a fairly large set of hard drive data (~162k units) with quite a few failures that you could try to predict (~1300 failed drives) with 51M days worth of data. On the surface seems like quite a fairly good dataset for multiple uses, including PHM.

https://www.backblaze.com/b2/hard-drive-test-data.html

[jwaltner]

@cbarnes7 Also, what was decided for the nomenclature for "Date Donated" since this is a listing and the owners of the data did not actually donate it? Date logged / aggregated? I forget.