|
Answer» While ANALYZING data, a Data Analyst can encounter the following issues: - Duplicate entries and spelling errors. Data quality can be hampered and reduced by these errors.
- The representation of data obtained from multiple sources may differ. It may cause a delay in the analysis PROCESS if the collected data are combined after being CLEANED and organized.
- Another major challenge in data analysis is incomplete data. This would invariably lead to errors or faulty results.
- You would have to spend a lot of time cleaning the data if you are extracting data from a poor source.
- Business stakeholders' unrealistic timelines and EXPECTATIONS
- Data blending/ integration from multiple sources is a challenge, particularly if there are no consistent parameters and conventions
- Insufficient data architecture and tools to achieve the analytics GOALS on time.
|
