The phrase "consolidate the data" is correct and usable in written English.
You can use it when referring to the process of combining or aggregating data from different sources into a single, coherent dataset.
Example: "Before we analyze the results, we need to consolidate the data from all the surveys."
Alternatives: "merge the data" or "aggregate the data."
[Daily News] The City Council voted to consolidate the data published by various city agencies and make it accessible through one online database.
Market researchers at NPD'S headquarters, in a former skating rink in Port Washington's Harbor Industrial Park, work to consolidate the data in order to draw a monthly portrait of the American shopper.
We show how to collect data for it, how to use it in Interpretation Sessions and how to consolidate the data into a view of the market based the data of individual users.
In this paper we present the processes and approaches involved in the development of a climatic data system designed to automatically fetch data from different web sources, consolidate the data into a centralized database, and delivery the data through a web-based interface.
In oder to consolidate the data the method obj.get_full_data is used, cf. "Getting and setting data" section.
That's why it can be useful to have an internal team (such as a cloud cost analyst and engineers for tuning) that can consolidate the data and provide cost analysis both for specific applications and for the organization in general.
NV and EC reviewed medical charts and finished consolidating the data.
Indeed, HR often conducts the interviews and consolidates the data, sharing it with management only when directly asked.
In 2005, Mr. Hurd cut 15,300 jobs, in part by consolidating the data centers running the company's own operations.
Most said their companies consolidated the data, but fewer than a third of those organizations regularly shared it with senior decision makers.
That makes consolidating the data a methodical process.
