dyplr

R package for diagnosing data frame joins: duplicates, mismatches, and row count prediction before joining

👨🏻‍💻 Cleaning and analysing real-life messy datasets.

This repository contains solutions to 15 practice questions for mastering the R language. The code is structured with clear explanations, helping learners understand key concepts such as data manipulation, functions, visualization, and file handling in R. Each solution is well-commented for easy understanding and step-by-step learning.

The repository contains the code, and analysis for a report on NYPD Shooting Incident Data. The project explores spatial and temporal trends in gun violence across New York City boroughs using visualization, statistical and clustering techniques. Tools used include R, ggplot2, and DBSCAN for identifying crime hotspots and patterns.

rcode 🐧®️📊 : Analysis Using R # R Programming Language # Dplyr # Palmerpenguins # Data Cleaning