Abstract: Systems and methods are provided for providing an interface for accessing a data analysis workbook through which data can be accessed and manipulated using a plurality of programming languages and application programming interfaces (APIs). Input data on which one or more data transformations are to be performed within the data analysis workbook can be accessed, wherein the input data corresponds to a first object representation of a dataset, and wherein the one or more data transformations require the dataset to be a different, second object representation of the dataset. The second object representation of the dataset can be extracted from the first object representation of the dataset through a first language delegate that manages data associated with the first object representation. The one or more data transformations can be applied to the extracted second object representation of the dataset through a different, second language delegate that manages data associated with the second object representation.

Abstract: Systems and methods are provided for providing an interface for accessing a data analysis workbook through which data can be accessed and manipulated using a plurality of programming languages and application programming interfaces (APIs). Input data on which one or more data transformations are to be performed within the data analysis workbook can be accessed, wherein the input data corresponds to a first object representation of a dataset, and wherein the one or more data transformations require the dataset to be a different, second object representation of the dataset. The second object representation of the dataset can be extracted from the first object representation of the dataset through a first language delegate that manages data associated with the first object representation. The one or more data transformations can be applied to the extracted second object representation of the dataset through a different, second language delegate that manages data associated with the second object representation.

Abstract: Systems and methods are provided for providing an interface for accessing a data analysis workbook through which data can be accessed and manipulated using a plurality of programming languages and application programming interfaces (APIs). Input data on which one or more data transformations are to be performed within the data analysis workbook can be accessed, wherein the input data corresponds to a first object representation of a dataset, and wherein the one or more data transformations require the dataset to be a different, second object representation of the dataset. The second object representation of the dataset can be extracted from the first object representation of the dataset through a first language delegate that manages data associated with the first object representation. The one or more data transformations can be applied to the extracted second object representation of the dataset through a different, second language delegate that manages data associated with the second object representation.

Abstract: A data pipeline including a plurality of graph pipeline paths is obtained. Each of the graph pipeline paths may include pipeline nodes, at least one of the pipeline node may have at least two inputs. Each of the inputs may comprise outputs of two or more other pipeline nodes. A linear pipeline path interface is provided for creating and presenting a linear pipeline path of the data pipeline. The linear pipeline path may include pipeline nodes, each being limited to a single input and a single output. The linear pipeline path interface may be limited to interacting with linear pipeline paths. A graph pipeline interface is provided for presenting and modifying the data pipeline. The linear pipeline path interface may be switched to the graph pipeline interface in response to a first user input.