In this assignment, you will perform an exploratory analysis that will allow you to get a feel for the data and start exploring potential relationships. This may include:
- Descriptive statistics
- Histograms
- Bar charts
- Heat maps
- Line graphs
- Box plots
- Frequency tables
Once your analysis is complete, you will need to provide a Word document showing and describing the results of your exploratory analysis.
2nd part
you will perform a model development on your dataset, following these step:
- Using your chosen dataset, reevaluate the heat map from the last module.
- Consider ways to perform a visual check to see if there is a relationship between fields.
- With this insight, develop a model using either linear regression or multiple linear regression.
- Report the intercepts, slope, model accuracy, output to predicted comparison, and a scatterplot with line portraying the model.
Once you complete these steps, you will need to provide a Word document showing and explaining the results of your model development.