How to Perform Data Cleaning and Preprocessing?

Answer Posted / hr@tgksolutions.com

Several steps may be involved in SQL data cleaning and preprocessing:

Use the ROW_NUMBER() window function or the DISTINCT keyword to eliminate duplicates.
Managing missing values: To replace NULL values, use functions such as COALESCE.
Use the CAST or CONVERT functions to fix data types.
Utilize string functions like as LOWER, UPPER, TRIM, and others to standardize formats.

Is This Answer Correct ?    0 Yes 0 No



Post New Answer       View All Answers


Please Help Members By Posting Answers For Below Questions

Explain the concepts of a primary key and foreign key.

667


how Data is stored in a file so that Direct Searching can be performed

805


What is cardinality in db?

720


What are the main components of a database system?

636


What you know in mapping of erd to dfd?

742


Why not phenix, the zelinka/otwinoski libraries, etc?

840


What is rdbms and its features?

730


What is cold backup and hot backup (in case of oracle)?

691


What are different partitioning techniques in database?

702


How does index hunting help in improving query performance?

728


What is the function of DML Compiler?

917


What is system r?

704


Explain what are tp-lite and tp-heavy monitors?

701


How to load a file into database column?

743


Which free database is best?

634