Why Is Data Quality Still So Hard to Achieve?
Posted: Thu Feb 13, 2025 6:57 am
We exist in a diversified era of data tools up and down the stack – from storage to algorithm testing to stunning business insights. In fact, it’s been more than three decades of innovation in this market, resulting in the development of thousands of data tools and a global data preparation tools market size that’s set to expand at a compound annual growth rate (CAGR) of 18.6% from 2021 to 2028. This begs the question: With all these tools at our disposal, as well as ample awareness of the importance of data, why is Data Quality still so hard to achieve?
For starters, even with all our focus on data, there sweden whatsapp number data are still several factors creating cracks in our modern data pipelines. What are they, and how can we address them to help organizations align and ultimately achieve higher Data Quality?
Exploding Data Volume
One major factor putting pressure on our data pipelines is the sheer volume and variety of data at our disposal. The amount of data that exists has exploded, growing exponentially in recent years. In fact, it is estimated that 90% of the world’s data was generated in the last two years alone. And by 2025, global data creation is projected to grow to more than 180 zettabytes. This indicates that organizations are collecting an ever-increasing amount of data.
For starters, even with all our focus on data, there sweden whatsapp number data are still several factors creating cracks in our modern data pipelines. What are they, and how can we address them to help organizations align and ultimately achieve higher Data Quality?
Exploding Data Volume
One major factor putting pressure on our data pipelines is the sheer volume and variety of data at our disposal. The amount of data that exists has exploded, growing exponentially in recent years. In fact, it is estimated that 90% of the world’s data was generated in the last two years alone. And by 2025, global data creation is projected to grow to more than 180 zettabytes. This indicates that organizations are collecting an ever-increasing amount of data.