Abstract: Managing team access to workbooks embedded in client domains including hosting, by a workbook manager, a workbook embedded in a client domain accessible by a plurality of third-party user accounts divided into a plurality of teams, wherein each of the plurality of teams accesses a different underlying data set through the workbook; receiving, by the workbook manager from a client computing system, a request to create a team administrator account for a first team of the plurality of teams; and creating, by the workbook manager, the team administrator account with authorization to manage the workbook for the first team and without authorization to manage the workbook for third-party user accounts outside the first team.

Abstract: Cost attribution using resource switching including receiving, by a workbook manager from a first client computing system, a first request for a workbook presenting a dataset from a cloud-based data warehouse, wherein the first request comprises a first user attribute; selecting, by the workbook manager, a first resource warehouse on the cloud-based data warehouse based on the first user attribute, wherein the first resource warehouse tracks resources used to service data requests on the cloud-based data warehouse; retrieving, by the workbook manager, the dataset from the cloud-based data warehouse using the first resource warehouse matched to the first user attribute; and presenting, on the first client computing system by the workbook manager, the workbook presenting the dataset.

Abstract: Cost attribution using resource switching including receiving, by a workbook manager from a first client computing system, a first request for a workbook presenting a dataset from a cloud-based data warehouse, wherein the first request comprises a first user attribute; selecting, by the workbook manager, a first resource warehouse on the cloud-based data warehouse based on the first user attribute, wherein the first resource warehouse tracks resources used to service data requests on the cloud-based data warehouse; retrieving, by the workbook manager, the dataset from the cloud-based data warehouse using the first resource warehouse matched to the first user attribute; and presenting, on the first client computing system by the workbook manager, the workbook presenting the dataset.