Tag Archives: data quality

Data Quality Characteristics & Examples

Data quality characteristics and examples

It is no secret that data is an essential component in the day-to-day operations of businesses—as well as the decision making processes. To ensure trust and reliability on the data, organizations must pay close attention to the quality of their data. In this blog post, we will discuss some of the key characteristics that make up quality data, diving into each characteristic and providing examples along the way. Good data governance strategies are also essential for maintaining high quality datasets across an organization’s entire IT infrastructure. These strategies include quality control processes for entering new data into the system; establishing internal documents with procedures for validating all incoming information; assigning …

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Data Readiness Levels Assessment: Concepts

data readiness levels assessment

Data readiness levels (DRLs) and related assessments are an important part of data analytics. Data readiness levels is a concept where different stages represent the quality and maturity of data. Data science is becoming increasingly popular, but not all companies have the right level of data readiness for this type of work. Performing data readiness levels assessment is important because it gives an insight into the quality and quantity of your current datasets and helps determine future success of the data analytics project. This blog post will explain what data readiness levels are and why assessment tests are important in relation to them. What are data readiness levels? Data readiness …

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Posted in Data, Data analytics, Data Science. Tagged with , .