Publications by tcool
Market Basket Analysis: Uncovering Grocery Shopping Patterns
INTRODUCTION In the world of retail, understanding customer behavior is paramount, and the practice of Market Basket Analysis serves as the compass guiding retailers through this intricate landscape. In this academic project, we embark on a journey into the realm of grocery shopping patterns using the ‘Groceries’ dataset, a treasure trove o...
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Exploratory Data Analysis of Austin 311 Service Requests
Introduction In the context of an academic assignment within a Data Mining course, this project delves into the exploration and analysis of a publicly available dataset from the city of Austin, Texas. The dataset, sourced from Austin’s 311 Public Data, comprises a diverse range of service requests made to city authorities. The primary objecti...
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Data-Driven Predictive Analytics: Salaries & Song Preferences
INTRODUCTION In this R project, we will embark on a two-phase data analysis journey. The initial phase centers on the application of simple linear regression models, followed by the second phase, which involves the utilization of k-nearest neighbors modeling. The objective is to investigate datasets pertaining to tech industry salaries and Spot...
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Exploratory Data Analysis of Austin 311 Service Requests
Introduction In the context of an academic assignment within a Data Mining course, this project delves into the exploration and analysis of a publicly available dataset from the city of Austin, Texas. The dataset, sourced from Austin’s 311 Public Data, comprises a diverse range of service requests made to city authorities. The primary objecti...
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Data Mining + Machine Learning in R: Analysis of Airbnb Data
Introduction New York City’s Airbnb rental market is a dynamic and diverse ecosystem, attracting global travelers and property owners. This data mining project delves into this complex landscape to extract valuable insights that inform decision-making for various stakeholders. Data Preparation & Exploration The project commences with a compreh...
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Exploratory Data Analysis of Austin 311 Service Requests
Introduction In the context of an academic assignment within a Data Mining course, this project delves into the exploration and analysis of a publicly available dataset from the city of Austin, Texas. The dataset, sourced from Austin’s 311 Public Data, comprises a diverse range of service requests made to city authorities. The primary objecti...
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