Something that I find very difficult at least now in the beginning of this journey is how to find the right questions to ask, so I can have results, in a dataset. asking the right questions when analyzing a dataset is crucial for gaining insights and understanding the data: Trying to follow these guidelines:
- Start with the basics: What are the columns in the dataset and what do they represent? What is the format and type of data in each column? What are the dimensions of the dataset (number of rows and columns)?
- Identify the research question or problem you are trying to solve: What do you want to learn from the dataset? What information do you need to answer your research question or solve your problem?
- Identify the relevant variables and their relationships: Which columns in the dataset are relevant to your research question or problem? How are these variables related to each other and to the outcome you are trying to predict or explain?
- Explore the data and look for patterns and trends: What are the patterns and trends in the data? Are there any outliers or anomalies that need to be addressed? Are there any missing or incomplete values in the data?
- Ask specific and focused questions: What do you want to know about the data? What are the key variables and relationships you want to investigate? How will you measure and analyze the data to answer your questions?
No comments:
Post a Comment