Data Analysis

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:

1. Using your chosen dataset, reevaluate the heat map from the last module.
2. Consider ways to perform a visual check to see if there is a relationship between fields.
3. With this insight, develop a model using either linear regression or multiple linear regression.
4. 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.