| V | Definition | Explanation |
|---|---|---|
| Volume | The amount of data generated and stored | Big Data includes large-scale data sets, often in terabytes or petabytes. |
| Velocity | The speed at which data is generated and processed | Data is produced in real time or near real time, requiring fast processing capabilities. |
| Variety | The different types and sources of data | Data can be structured (tables), semi-structured (JSON, XML), or unstructured (images, video, text). |
| V | Definition | Explanation |
|---|---|---|
| Veracity | The trustworthiness or quality of data | Ensuring data accuracy, consistency, and reliability for meaningful analysis. |
| Value | The usefulness of data | Extracting actionable insights and business value from collected data. |