README for Real Estate Analysis Repository

Overview

This repository contains files related to the analysis of real estate data using Microsoft Excel. The analysis includes covariance and correlation matrices, a simple linear regression model, a multiple linear regression model, and additional insights provided in a PDF document.

Files Included

1. Real.xlsx:

   • This Excel file includes:
     • Summary Statistics
     • Covariance matrix.
     • Correlation matrix.
     • Simple linear regression model.
     • Multiple linear regression model.

2. Real.jpg:

   • Screenshot of Data of Predicted Price vs Actual Price.

3. Insights.pdf:

   • Detailed insights, conclusions, and recommendations derived from the analysis.
   • Explanation of findings from covariance, correlation, and regression models.
   • Interpretation of the predictive models and their accuracy.
   • Recommendations for stakeholders based on the analysis.

Usage

• Real.xlsx: Open this file in Microsoft Excel to interact with the data, explore visualizations, and review the regression models.
• Insights.pdf: Read this document to gain a deeper understanding of the analysis results, including interpretations and recommendations.
• Real.jpg: View this image for a quick overview of visualizations and key insights derived from the Excel analysis.

This README provides a brief overview of the contents and usage of the repository, making it easier for stakeholders to understand and utilize the provided files effectively. Adjust contact information and details as necessary.