When low quality data enters organizational systems, a tiny error such as a spelling mistake can lead to revenue loss, process inefficiency, and failure to comply with industry and government regulations. Explain how the following errors can affect an organizations:

• A cascading spelling mistake
• Inaccurate customer records
• Incomplete purchasing history
• Inaccurate mailing address
• Duplicate customer numbers for different customers

• Why would it be important for a Business Analyst to understand how to work with data? How could you avoid analysis paralysis when you are using data in your role?