The Data Analysis Process in a Nutshell
Business Question
Define the objectives and formulate clear, specific questions that your analysis aims to answer
Get Data
To collect the relevant data. This can be done through various methods such as surveys, interviews, observations, or extracting from existing databases.
Explore Data
This step ensures the quality and reliability of the data, which is crucial for obtaining accurate and meaningful results from the analysis.
Prepare Data
This involves applying statistical or mathematical techniques to the data to discover patterns, relationships, or trends.
Analyze Data
Data visualization helps to make complex data more understandable and provides a clear picture of the findings.
Present Findings
This involves presenting the findings of the analysis in a narrative form that is engaging and easy to understand