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For example with the attributes 'local_authority' A powerBI dashboard highlighting some data quality issues we have found is available to view at 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It contains two layers, Points and Polygons, with all 34 Scottish planning authorities supplying data daily. Applications are categorised as 'local', 'major', or 'national' depending on scale and significance, reflecting how development management and enforcement decisions are handled. Given the dataset's size, use of a filter (for example on 'local_authority') is recommended when accessing it via WFS. 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