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#

sales-data

Here are 47 public repositories matching this topic...

End-to-end demand forecasting with Python using synthetic time-series sales data. Includes data generation, cleaning, ARIMA/SARIMA model selection by AIC, evaluation with RMSE and MAPE, and 90-day forecasts with confidence intervals. Reproducible scripts and visualizations for portfolio showcase.

  • Updated Sep 11, 2025
  • Python

Anomaly detection in synthetic transaction and sales data with Python. Generates realistic data, injects unusual events, and applies Isolation Forest, Local Outlier Factor, and Z-score methods to detect outliers. Produces anomaly reports and visualizations for portfolio-ready demonstration of data science skills.

  • Updated Sep 11, 2025
  • Python

In this project, I analyze commercial sales data using NumPy and pandas. I visualize total revenue per product using color-coded bar charts in Matplotlib. It’s a foundational step in business data analysis and project documentation.

  • Updated Jul 21, 2025
  • Python

This project analyzes customer segmentation and behavior using data science and cohort analysis. Key metrics like CRR, NRR, CLR, and CLV are examined through detailed charts, including the cohort layer cake and CLR vs. CLV cost efficiency analysis. Exploratory Data Analysis and systematic data manipulation reveal actionable insights.

  • Updated Sep 3, 2024
  • Jupyter Notebook

This project involves analyzing a retail store's sales data using advanced SQL queries. It includes data extraction, transformation, and insightful analysis to uncover customer behavior, product performance, and seasonal trends. The analysis helps stakeholders make informed decisions based on revenue, customer segmentation, high-value transactions.

  • Updated Jun 6, 2025

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