Abstract: A data processing system implements receiving a first input in a spreadsheet in a spreadsheet application, detecting an indication that the first input includes first executable program code, analyzing the first executable program code to identify first references to one or more first elements of the spreadsheet in the first executable program code, requesting spreadsheet data associated with the one or more first elements of the spreadsheet from the spreadsheet application, receiving the spreadsheet data from the spreadsheet application; executing the first executable program code using the spreadsheet data referenced in the first executable program code to obtain a first program code result and causing the spreadsheet application to display the first program code result in the spreadsheet application.

Abstract: Technology is disclosed herein for the integration of spreadsheet environments with LLM services. In an implementation, an application receives a natural language input from a user associated with a spreadsheet hosted by the application. The application generates a prompt that includes metadata about the spreadsheet and identifies a required format for descriptions of pivot tables. The application sends a prompt to a large language model (LLM) service to elicit a reply that includes a description of the pivot table having the required format. The application receives a reply to the prompt from the LLM service that includes the description of the pivot table in the required format. The application generates pivot table according to the reply from the LLM service.

Abstract: Natural gestures for interacting with spreadsheet documents are provided. A user may interact with a spreadsheet document using a variety of touch-based gestures. Gestures applied to a spreadsheet document may be used for making structural and display changes to the document. For example, gestures may be used on the spreadsheet document for inserting new columns and rows; for revealing hidden columns and rows; for deleting columns and rows; for extending functionalities across columns and rows; for moving objects displayed in a spreadsheet document; and for navigating various parts of a spreadsheet document.

Abstract: The present disclosure describes a value referred to as a compound object that stores multiple values in a single cell, wherein those multiple values are organized according to a defined structure. The compound object may store multiple values according to a known defined data structure such as, for example, a record, vector, matrix, table, or array. In other embodiments, the compound object may store multiple values as any nested combination of any one of the known or user-defined data structures. Each of the values stored in the compound object are individually referenceable and can fully participate with spreadsheet functionality including calculations, referencing, and formatting.

Abstract: Natural gestures for interacting with spreadsheet documents are provided. A user may interact with a spreadsheet document using a variety of touch-based gestures. Gestures applied to a spreadsheet document may be used for making structural and display changes to the document. For example, gestures may be used on the spreadsheet document for inserting new columns and rows; for revealing hidden columns and rows; for deleting columns and rows; for extending functionalities across columns and rows; for moving objects displayed in a spreadsheet document; and for navigating various parts of a spreadsheet document.

Abstract: Systems for performing operations on dynamic data associated with cells of a spreadsheet are provided. Both dynamic data and static data may be associated with a single cell of the spreadsheet. Upon association, parameters (including stream attributes, video attributes, image attributes and audio attributes) may be manipulated by a user, providing dynamic data processing functionality within a spreadsheet. Controls may be provided for playing the dynamic data and/or playing the dynamic data in response to spreadsheet data satisfying a condition. Operations for inserting text transcriptions (e.g., speech-to-text) of an audio track associated with dynamic data as subtitles may further be provided. Spreadsheet operations (e.g., sort and/or filter operations) may also be performed on a range of cells based on parameters of associated dynamic data.

Abstract: Natural gestures for interacting with spreadsheet documents are provided. A user may interact with a spreadsheet document using a variety of touch-based gestures. Gestures applied to a spreadsheet document may be used for making structural and display changes to the document. For example, gestures may be used on the spreadsheet document for inserting new columns and rows; for revealing hidden columns and rows; for deleting columns and rows; for extending functionalities across columns and rows; for moving objects displayed in a spreadsheet document; and for navigating various parts of a spreadsheet document.

Abstract: The present disclosure is directed to systems and methods for implementing rich data types in a spreadsheet application. Generally, a value being of a rich data type is as a type of value that has context and established relationships with other types of data. In particular, a rich data type is a data value having associated context, which may be units (e.g., inches, miles, meters, kilograms, seconds, joules, hertz, Fahrenheit, etc.) or other information about the data's type (e.g., city, stock, NCAA football team, car, restaurant, school, etc.). Additionally, a value being of a rich data type further includes established relationships with other types of data.

Abstract: Systems, methods, and software for mobile data visualization frameworks are provided herein. An exemplary method includes, determining data insight candidates for presentation on the mobile computing device that describe analysis of a target dataset, determined based at least on data analysis preferences associated with processing one or more past datasets, and where each of the data insight candidates includes at least one insight object directed to the target dataset and is described by object metadata that indicates at least a processing lineage used to produce the at least one insight object. The method includes selecting a presentation detail level for displaying the data insight candidates on the mobile computing device based at least on properties of the mobile computing device, and generating one or more insight views for presentation on the mobile computing device.

Abstract: The present disclosure relates to enriching a compound object with data provided by a third party service, database, or local database. In some embodiments, this is performed by receiving an entry of a value in a cell of a spreadsheet; determining whether the value is related to information provided by a service; based on a determination that the value is related to information provided by the service, selecting the service; displaying a field selection user interface; receiving a selection of one or more fields from the field selection user interface; receiving one or more values associated with the selected one or more fields; and enriching a compound object based on the selected one or more fields and associated one or more values.

Abstract: Systems for associating audio files with cells of a spreadsheet are provided. Both audio files and data may be associated with a single cell of the spreadsheet. An audio file may be recorded, retrieved from storage, or converted from a document (e.g., using text-to-speech technology) for association with a spreadsheet. Upon association, audio parameters may be viewed and/or manipulated by a user, providing audio processing functionality within a spreadsheet. Controls may be provided for listening to the audio file and/or playing the audio file in response to spreadsheet data satisfying a condition. Text transcriptions (e.g., speech-to-text) of audio files may be inserted into the spreadsheet. For low vision users, audio transcriptions (e.g., text-to-speech) of data may be generated and “played” for the user. Spreadsheet operations (e.g., sort and/or filter operations) may also be performed on a range of cells based on audio parameters of associated audio files.

Abstract: Systems, methods, and software for developing application usage information are provided herein. An exemplary method includes identifying data sources that relate to application usage activity of one or more users, determining activity signals related to at least data analysis by the one or more users from among the application usage activity, and applying the activity signals to a knowledge graphing service that infers data analysis preferences from among the activity signals. The method also includes providing ones of the data analysis preferences for use by data insight services that establish data insight objects visualizing target datasets based at least on the ones of the data analysis preferences.

Abstract: A smart fill feature is provided, which may be utilized to provide suggestions to a user and to prepopulate fill results in a spreadsheet. Characteristics associated with a set of data may be recognized and used to help determine fill results Suggestions may be determined from internal and or/external data sources, and may use contextual information in a data set to determine what a user may be trying to accomplish. External data sources may include one or more Internet data sources or internal corporate databases, providing a large amount of data from which to search for potential fill results. A split column command may be used to split a column into two or more columns. Data may be split between columns or combined by various methods, which may include, by example, by direct manipulation via tokens, or via a slider UI.

Abstract: The techniques described herein facilitate supporting remote micro-services from cloud-based analytics platforms as native functions in spreadsheet applications, e.g., Microsoft Excel®. In an implementation, a method of supporting remote micro-services as native functions in a spreadsheet application is disclosed. The method includes accessing a listing identifying at least one micro-service that is available for use by a user of a spreadsheet application. The at least one micro-service is remotely located in a cloud service platform. The method further includes obtaining a schema associated with the at least one remote micro-service, generating a translation model based on the schema, and registering the skeleton spreadsheet function as a native function in the spreadsheet application. The translation model maps between the at least one remote micro-service and a skeleton spreadsheet function.

Abstract: The techniques described herein facilitate proactively discovery of remote micro-services by spreadsheet applications, e.g., Microsoft Excel®. In an implementation, a method of operating a spreadsheet application to proactively discover remote micro-services based on credential information is disclosed. The method includes identifying the credential information associated with a user of the spreadsheet application responsive to detecting a micro-service updating event and proactively discovering one or more micro-services that are available to the user of the spreadsheet application through a cloud service platform based on the credential information. The method further includes persisting a list including the one or more micro-services that are available to the user of the spreadsheet application based on the credentials.

Abstract: Natural gestures for interacting with spreadsheet documents are provided. A user may interact with a spreadsheet document using a variety of touch-based gestures. Gestures applied to a spreadsheet document may be used for making structural and display changes to the document. For example, gestures may be used on the spreadsheet document for inserting new columns and rows; for revealing hidden columns and rows; for deleting columns and rows; for extending functionalities across columns and rows; for moving objects displayed in a spreadsheet document; and for navigating various parts of a spreadsheet document.

Abstract: In non-limiting examples of the present disclosure, systems, methods and devices for indicating a refresh activity that affects an object in a shared document are presented. A first instance of a shared document may be displayed on a computing device of a first user. A second instance of the shared document may be displayed on a computing device of a second user, wherein the first and second users are concurrently active in the shared document. An indication that the second user has initiated a refresh of underlying data affecting an object displayed in the first instance of the shared document may be received from the second instance of the shared document. An indication of the initiated refresh may be displayed in the first instance of the shared document.

Abstract: Systems and methods for associated one or more images with one or more cells of a spreadsheet are described. As described, a plurality of images may be associated with a single cell or a single image may be associated with a range of cells. Additionally, an image and additional data may be associated with the same cell. Upon associating an image with a cell, various parameters of the image may be displayed for viewing and/or customization by a user. Additionally, sort and/or filter operations may be performed on the spreadsheet based on the various parameters of associated images and/or operations (e.g., fit and/or resize operations) may be performed on various parameters of associated images. An associated image may move with a cell when the cell is reordered within the cell table, or an associated image may be allowed to float over the grid but may be referenced by a cell.

Abstract: The present disclosure is directed to systems and methods for implementing rich data types in a spreadsheet application. Generally, a value being of a rich data type is as a type of value that has context and established relationships with other types of data. In particular, a rich data type is a data value having associated context, which may be units (e.g., inches, miles, meters, kilograms, seconds, joules, hertz, Fahrenheit, etc.) or other information about the data's type (e.g., city, stock, NCAA football team, car, restaurant, school, etc.). Additionally, a value being of a rich data type further includes established relationships with other types of data.

Abstract: The present disclosure is directed to systems and methods for implementing notifications for rich data types in a spreadsheet application. Generally, a value being of a rich data type is as a type of value that has context and established relationships with other types of data. In particular, a rich data type is a data value having associated context, which may be units (e.g., inches, miles, meters, kilograms, seconds, joules, hertz, Fahrenheit, etc.) or other information about the data's type (e.g., city, stock, NCAA football team, car, restaurant, school, etc.). Additionally, a value being of a rich data type further includes established relationships with other types of data.