# data exploration

> approach similar to initial data analysis, whereby a data analyst uses visual exploration to understand what is in a dataset and the characteristics of the data, rather than through traditional data management systems

**Wikidata**: [Q42417149](https://www.wikidata.org/wiki/Q42417149)  
**Wikipedia**: [English](https://en.wikipedia.org/wiki/Data_exploration)  
**Source**: https://4ort.xyz/entity/data-exploration


## References

1. [OpenAlex](https://docs.openalex.org/download-snapshot/snapshot-data-format)