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High-Frequency Data Filtering

This paper will describe the issues associated with maintaining and cleaning high frequency financial database. 

We will attempt to identify the problem, its origins, properties, and solutions. We will also outline the filters developed by Tick Data Inc. to address the problem, although the outline is intentionally general.



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