The role of data cleaning in improving data quality

In the era of data-driven decision-making, the quality and reliability of data are paramount for organizations. While data cleaning is often seen as a task for data professionals or analysts, the responsibility for ensuring clean data extends beyond a specific team or department. In this section, we will explore the importance of data cleaning and why it should be considered a shared responsibility within a company, involving stakeholders from all levels and functions.

Data integrity and accuracy

Data cleaning plays a vital role in maintaining data integrity and accuracy. Inaccurate or inconsistent data can lead to flawed analysis, flawed decision-making, and potential business risks. By recognizing data cleaning as a shared responsibility, all individuals working with data can contribute to maintaining the integrity of the data they generate, use, or interact with.

Decision-making and business outcomes

Data serves as...