# Data Management Operations - cfxdm **RDA** provides comprehensive built-in data management and transformation capabilities through **cfxdm extension and bots.** This section explains how users can use cfxdm capabilities via AIOps Studio. To simplify operations, example files are provided for users to upload to the local RDA/AIOps environment. Example CSV files are available from the following links. 1. [surveys.csv](https://macaw-amer.s3.amazonaws.com/rda/data/surveys.csv) -- This file contains a set of survey details. 2. [incidents.csv](https://macaw-amer.s3.amazonaws.com/rda/data/incidents.csv) -- This file contains a set of tickets/incident details We will use the above file to show working examples of data management operations using AIOps Studio RDA functionality. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/cfxdm-operations.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.