Publications by Abirami
Dog breeds Around the World
1.Introduction This report provides an analysis of dog breeds from a dataset titled Dog Breeds Around the World. The objective is to explore breed characteristics, including size, grooming needs, exercise requirements, lifespan, and more.The goal is to provide valuable insights into the diverse traits of dog breeds, helping dog owners and enthu...
1308 sym 6 img
Customer Shopping Analysis Trends
Introduction This analysis explores customer shopping behavior, focusing on payment methods, shipping preferences, purchase patterns across seasons, and the influence of subscription status and promo codes. The dataset includes customer information such as purchase amounts, product categories, review ratings, and more. Data Overview 1.Datas...
1990 sym R (8277 sym/15 pcs) 9 img
Employee and Department Analysis in Sql
1.Introduction In this document, we will analyze employee and department data stored in two tables: employee_01 and departments_01. The data is analyzed using SQL queries executed in an R environment. 2.Setting Up the Database First, we create an in-memory SQLite database and populate it with the employee and department data. # Create SQLite d...
1217 sym Python (3061 sym/21 pcs)
Analysis of Dog Breeds Around the World
1.Introduction This report provides an analysis of dog breeds from a dataset titled Dog Breeds Around the World. The objective is to explore breed characteristics, including size, grooming needs, exercise requirements, lifespan, and more.The goal is to provide valuable insights into the diverse traits of dog breeds, helping dog owners and enthu...
1308 sym 6 img
Plotly
1.Introduction Plotly is a popular data visualization library that provides powerful interactive charts for data analysis. It is widely used for creating dashboards, web-based visualizations, and interactive plots. Plotly allows you to create a wide variety of plots, including scatter plots, line charts, bar charts, boxplots, 3D plots, and more...
1178 sym R (2068 sym/12 pcs)
skewness and kurtosis
Introduction This report provides a comprehensive analysis of the distribution of variables in the trees dataset, focusing on skewness and kurtosis to understand the symmetry and tail behavior of the data. These statistical metrics offer valuable insights into the underlying distribution of the variables, which is crucial for assessing normalit...
2943 sym R (1406 sym/11 pcs) 1 img
Basics Analysis of ggplot2
1.About ggplot2 is a powerful data visualization package in R that allows you to create a wide variety of plots using a consistent and easy-to-understand grammar of graphics.The key to mastering it is understanding its grammar of graphics, which breaks down the plot into manageable components (data, aesthetics, geoms, etc.). By combining these...
469 sym R (3425 sym/12 pcs) 9 img