data-quality

Vocabulary Word

Definition

'Data quality' refers to the overall fitness and capability of your data. It means the data is accurate, complete, reliable, and understandable.

Examples in Different Contexts

In business intelligence, 'data-quality' impacts how well data can support business decisions. A BI analyst might state, 'Poor data-quality can lead to misguided decisions and lost opportunities.'

Practice Scenarios

Tech

Scenario:

The performance of our prediction model has declined. It might be due to some changes in underlying data patterns.

Response:

Let's improve our data quality by discarding any outliers and handling missing values more effectively.

Business

Scenario:

Our recent customer survey showed lower satisfaction ratings. We need to dive deeper into the reasons behind it.

Response:

Do you think improving our data quality with more detailed questions will give us better insights?