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Subash Ramasamy's Projects

aerofit-customer-profiling-and-probability-analysis icon aerofit-customer-profiling-and-probability-analysis

This dataset explores customer characteristics for AeroFit treadmill products. Made a descriptive analytics of customer profiles using tables and charts. Two-way contingency tables unveil conditional and marginal probabilities, offering valuable insights for informed business decisions.

atliq-sales-analysis icon atliq-sales-analysis

This repository is dedicated to a comprehensive SQL analysis focused on extracting meaningful market insights. The dataset, encompassing details on customers, transactions, products, and markets, provides a solid foundation for an in-depth exploration.

brazilian_retail_analysis icon brazilian_retail_analysis

Explore retail prowess in Brazil through an in-depth analysis of 100,000 orders spanning 2016 to 2018. This dataset provides a comprehensive overview, allowing a nuanced understanding of company's operations and its impact on the Brazilian retail landscape.

na-retail-sales-visualization icon na-retail-sales-visualization

In the FP20 Analytics Challenge, the dataset provided is North America retail sales. In which I have explored delivery times across product categories, analyzed durations for customer segments, identified the top 5 products with varied delivery speeds, pinpointed the salesperson with the lowest return rate, and investigated ship mode correlations.

netflix-eda icon netflix-eda

Netflix's content strategy with this dataset encompassing over 10,000 movies and TV shows. Delve into cast details, directors, ratings, release years, and more. Leverage data-driven recommendations to guide content production decisions and business expansion strategies globally, fostering growth in diverse markets."

walmart-confidence-interval-and-clt icon walmart-confidence-interval-and-clt

Conducted comprehensive data analysis on walmart data, including structure examination, null value detection, and outlier identification in the dataset. Explored and compared average spending patterns among 50 million female and male customers, to derive confidence intervals and provide actionable insights for Walmart's strategic decisions.

yulu-hypothesis-testing icon yulu-hypothesis-testing

Assisting Yulu, India's micro-mobility provider, in understanding factors influencing shared electric cycle demand. Employing statistical tests and analysis on a dataset to identify significant predictors and gauge their impact on cycle demand.

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