4. Analysis The goal is to apply appropriate data science tools to obtain insight and provide business decisions. The goal is not to do an exhaustive data analysis i.e., do not calculate every statistic and procedure you have learned for every variable or visualize all the data at once, but rather let me know that you are proficient at using R, and that you are proficient at interpreting and presenting the results. Focus on methods that help you begin to answer your research questions. Make sure to consider all stages of a typical modeling process, from gathering, cleaning, and preprocessing relevant data over algorithm and model selection to model deployment, assessment, and possibly revision. You are free to go beyond the standard methods taught in class to do a deep analysis. The project is very open-ended; remember, there are many different packages that you can utilize in R. 5. Project Report Content Business question or questions to be answered/addressed o What is your topic and why is it relevant/important to you? Data preparation o Acquisition: How did you obtain the raw dataset? o Variables: Define the variables and their data types o Cleanse & Transform: How did you clean and transform your data for the analysis? Descriptive analysis o Describe your data with summary statistics and visualizations

Perform only one additional analysis of your choice: o Linear Regression Conclusion o Interpretation of results relative to addressing the business question(s). o Recommended business actions based on your assessment o Discussions and future work: A summary of what you have learned, a critique of your own methods and suggestions to improve your analysis, what you would do differently if you were able to start over with the project, or what you would do next if you were going to continue work on the project, etc.

Supplementary files o Dataset as a CSV file o R code script file associated with the whole project

2. use the dataset I found "Healthcare Insurance" you can find the dataset on https://www.kaggle.com/datasets/willianoliveiragibin/healthcare-insurance

Run this Dataset on R studio with Linear Regression

give me the result