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dtsmartr provides powerful column filtering tools, from quick checkboxes to complex logical query rules.

1. Column Quick Filters

Click the hamburger icon (≡) on any column to open the dedicated filter panel: - Categorical & Low Cardinality Columns: Columns with 20 or fewer unique values show a checklist. Search values dynamically, check the categories you want, and click Apply (or press Enter) to filter. - Continuous / Numeric Columns: Shows a text search input box. Type your filter query and press Enter to instantly filter matching values.

2. Advanced Query Builder

Click the Advanced Filter toggle on the top toolbar to reveal the rule-based Query Builder: - Create nested logical conditions using AND or OR connector groups. - Set complex column rules (operators like equals, contains, in, greater than, is null, etc.). - Combine quick filters and advanced rule conditions together (they evaluate concurrently).