| Candidate | URL | Slogan | Category | Technology Stack | Scheduling Functionality | Initial Thoughts | Licensing |
|---|---|---|---|---|---|---|---|
| Open Refine | http://openrefine.org/ | A free, open source, powerful tool for working with messy data | Big Data | Requires JAVA JRE | none found | More focused on unstructiured data, sound-ex and fuzzy matching features could play in for more advanced validation later on. Could play well with pre-submitted cleanup | A permissive license similar to the BSD 2-Clause License, but with a 3rd clause that prohibits others from using the name of the project or its contributors to promote derived products without written consent. |
| Griffin | https://griffin.apache.org/ | Big Data Quality Solution For Batch and Streaming | Big Data | JDK/ Hadoop/Spark | No | big data focus does not seem like the right fit. More about measuring data quality then identifying specific instances of bad data | Open Source (apache 2) |
| Seal Report | https://sealreport.org/ | The ultimate open database reporting tool | Reporting tool with scheduling | Has GUI task scheduler | Could work well, especially if the LEA was interested in the visualiztion features | Open Source (apache 2) |
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