Explore how variables confound and interact with each other through exploratory analysis.

Module 4 Analysis Activity: People Analysis People Analysis: Utilizing material from the course and from personal experience, and using a publicly available data set, based on a series of hypotheses, you will theorize a series of statistical learning models to analyze a market population. Instructions: Read through the resources below. Select a dataset from the many available datasets found online (here is a quick list of several very useful datasets: https://www.tableau.com/learn/articles/free-public-data-sets). After picking a public dataset look at what variables are available in the data. Explore how variables confound and interact with each other through exploratory analysis – you may use any data exploratory software like Excel, Tableau (free for students, see the links below), Python, etc.). Based on the exploratory analysis in the dataset, come up with 3 different questions, or hypothesizes, an organization you are familiar with may have concerning stakeholders the data examines – suggest what kind of statistical learning analysis might answer that question. Submit a short report concerning your insights and future questions about consumer to ask with the data. Further Resources: Web article “Why you should apply analytics to your people strategy” https://www.mckinsey.com/business-functions/organization/our-insights/why-you-should-apply-analytics-to-your-people-strategy Website: “Tableau for Students” https://www.tableau.com/academic/students Web article: “How to Design Smart Business Experiments” https://hbr.org/2009/02/how-to-design-smart-business-experiments Web article: How to Learn Statistics for Data Science, The Self-Starter Way” https://elitedatascience.com/learn-statistics-for-data-science References:  Davenport, T. H. (2009, February). How to Design Smart Business Experiments. Harvard Business Review. https://hbr.org/2009/02/how-to-design-smart-business-experiments. How to Learn Statistics for Data Science, The Self-Starter Way. EliteDataScience. https://elitedatascience.com/learn-statistics-for-data-science. Tableau for Students. Tableau Software. https://www.tableau.com/academic/students. Why you should apply analytics to your people strategy. McKinsey & Company. (2019, April 26). https://www.mckinsey.com/business-functions/organization/our-insights/why-you-should-apply-analytics-to-your-people-strategy.