A method of filtering out item data in a report in network-based auction facilities. Data concerning multiple items is received in a database of a network-based auction facility. A price-based value is associated with at least one item. Irregular data concerning an irregular item having a price-based value greater than a predetermined price-based value is removed from a representation of the data.

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