Given the diagram below: Which of the following steps is missing?

The correct answer is A. Remove redundant data. The missing step in the Extract, Transform, Load (ETL) process is typically the cleaning step, which involves removing redundant data or deduplication. This step is crucial in the ETL process to ensure that the data loaded into the destination is accurate and not inflated by…

Data Governance, Quality, and Controls

Question

Given the diagram below:

Which of the following steps is missing?

Exhibit

Options

ARemove redundant data.
BValidate the data types.
CConnect to the data API.
DNormalize the data.

How the community answered

(47 responses)

A
87% (41)
B
4% (2)
C
2% (1)
D
6% (3)

Explanation

The missing step in the Extract, Transform, Load (ETL) process is typically the cleaning step, which involves removing redundant data or deduplication. This step is crucial in the ETL process to ensure that the data loaded into the destination is accurate and not inflated by duplicate records. The other options, like validating data types and connecting to the data API, are important but do not fit into the standard ETL process steps as a cleaning operation. Normalizing the data is part of the 'Transform' step, which was already listed.

Topics

#Data Cleaning#Data Quality#Data Preprocessing#Duplicate Data

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