Use Plover to find a few potential errors or anomalies in a CSV file

This application runs locally in your browser. The advantage is that no data leaves your machine. The disavantage is that is is slow.

What's missing

• To get this to run in a reasonable time on a single core in your browser we've had to turn down the quality.
• You don't have access to metric values to tell you how erroneous data are.
• You don't have access to explanations.

CSV data requirements

• The CSV file size cannot exceeed 1MB
• The file must contain a unique ID column named "ID"
• The file must have a header
• Missing values must be empty cells. No sentinel values (e.g. 99)
• This demo only support continuous and categorical data

Ready-to-use dataset

• Satellites
• Animals

Issues?

Please send bug reports to info@redpoll.ai

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