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utility-statistical-analysis

Advanced statistical analysis on real utility service data using R

⚡ Utility Service Management: A Statistical Approach

This project analyzes real-world electricity service data from the Southern Power Distribution Company (SPDCL) of Telangana, using advanced statistical methods in R.

📂 Contents

  • Exploratory Data Analysis
  • ANOVA and Regression Modeling
  • Factor Analysis and Clustering
  • Predictive Statistics with ARIMA
  • Real utility dataset from Mahbubnagar Operation Circle

📊 Tools and Techniques

  • R (base, ggplot2, stats, forecast)
  • Descriptive & Inferential Stats
  • ANOVA, MLR
  • PCA, Clustering, Hypothesis Testing

📁 Project Structure

report/ → PDF of full project report data/ → Cleaned utility dataset r/ → All R scripts used

csharp Copy Edit

📜 Credits

Project by Praisie Jemimah & Nikitha
For STAT 414: R Lab-Based Coursework, Pondicherry University

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Advanced statistical analysis on real utility service data using R

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