Tahira Maryam's post
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Tahira Maryam
• Aug 31
📊 Turning Raw Data into Business Insights | Regression Analysis Project
Hey Contra Community! 👋
As a Data & Statistical Analyst, I don’t just look at numbers—I look for the predictions they hide. Today, I pressure-tested a linear regression model to predict how changing variables (like a marketing budget) directly impact business sales revenue.
Perfect Correlation: The scatter plot shows a strong linear trend between the variables.
High Predictive Power: With an \(R^{2}\) value of 0.982, this model explains 98% of the variance, making it highly reliable for forecasting business growth.
Actionable Formula: The derived equation (\(y = 1.01x + 29\)) provides a clean framework to simulate future outcomes.
🚀 I am currently available for contract work & freelance gigs in:
Data Analysis & Statistical Modeling
Data Visualization & Dashboard Design (Excel)
Clean & Accurate Data Entry / Spreadsheet Management
If your team needs a detail-oriented analyst, let’s collaborate! Drop a comment or DM me directly. 📈✨
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