What are the key steps involved in an EDA process?
- Clean, Transform, Visualize, Model
- Gather, Analyze, Report
- Plan, Perform, Evaluate
- Question, Wrangle, Explore, Conclude, Communicate
The key steps in EDA are: Question (identifying the questions you want to answer), Wrangle (collecting the necessary data and cleaning/preprocessing it), Explore (investigating the data, looking for patterns and relationships, often through visualizations), Conclude (interpreting the analysis, answering the questions), and Communicate (presenting your findings effectively to others). This iterative process can offer a robust approach to understanding the data's features and underlying structures.
Loading...
Related Quiz
- In what scenario would you choose standardization over Min-Max scaling?
- What is the effect of standardization (z-score) on the mean and standard deviation of the dataset?
- The detection of outliers using histograms can be influenced by the choice of _________.
- The choice of graph for data visualization largely depends on the __________ of the dataset.
- What is the potential disadvantage of using listwise deletion for handling missing data?