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CASE 2

Objective

I am the data analyst of a commercial real estate firm that provides local market insight for investors and owners. The firm wants me to give insights that can provide data-driven investment advice and market trend updates to clients.

Objective
Data Collection

I selected Equity Growth and Potential Annual Gross Rental Income as dependent variables and independent variables such as region building class, number of units, and so on.

Data Collection
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Regression Analysis

I used regression analysis to analyze the relationship between dependent and independent variables, figuring out the main factors that affect Equity Growth and PAGR Income, and the major trends in PAGR over the period of the data.

Based on the regression result and the corresponding findings, I made some key insights.

Regressin Analysis
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Result Interpretation and Reporting
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