Abstract: Images that appear in content are often of low quality, so there may be reason to provide higher quality images to a user. When content, such as a web page, is detected as having an image, a system may generate a query that can be used to retrieve the image from a search engine. The query also causes the search engine to identify other images, which, since they satisfy the query, may be similar to the original image. An interface may be presented to the user that presents these alternative images. In this way, the user can be shown images that are similar to that which the original content author wanted the user to see, but where the additional images may be of higher quality.

Abstract: Technologies are described herein for correcting the layout of shapes in a diagram, and specifically for diagrams having constraint-based layouts, such as with lists of regions and shapes directly connected without connecting lines. A request is received to correct the diagram layout. Shape layouts are predicted for each region, followed by minimal region corrections corresponding to the corrected shape layouts. Corrected layouts are provided sequentially through the lists of regions while resolving conflicts. Virtual nodes may be utilized to preserve region layouts when flipping or rotating diagrams. A connection classification and prioritization system is used to layout shapes and regions within a diagram having one or more direct connections between shapes and/or regions.

Abstract: Technologies are described herein for generating field sets of a data summary table. Multiple fields in a spreadsheet document are identified. Multiple field scores for each field of the plurality of fields are determined. A field set incorporating two or more of the plurality of fields is generated based on the plurality of field scores. The field set is inserted into the data summary table, thereby transforming the data summary table without the field set to the data summary table with the field set.

Abstract: Technologies are described herein for generating field sets of a data summary table. Multiple fields in a spreadsheet document are identified. Multiple field scores for each field of the plurality of fields are determined. A field set incorporating two or more of the plurality of fields is generated based on the plurality of field scores. The field set is inserted into the data summary table, thereby transforming the data summary table without the field set to the data summary table with the field set.

Abstract: Technologies are described herein for correcting the layout of shapes in a diagram, and specifically for diagrams having constraint-based layouts, such as with lists of regions and shapes directly connected without connecting lines. A request is received to correct the diagram layout. Shape layouts are predicted for each region, followed by minimal region corrections corresponding to the corrected shape layouts. Corrected layouts are provided sequentially through the lists of regions while resolving conflicts. Virtual nodes may be utilized to preserve region layouts when flipping or rotating diagrams. A connection classification and prioritization system is used to layout shapes and regions within a diagram having one or more direct connections between shapes and/or regions.