Goodreads All Time Greatest Books Analysis

The data includes information about the top-rated books on Goodreads, as determined by user ratings and reviews. The notebook analyses the book and author reviews, including establishing any association between ratings and reviews

Goodreads All Time Greatest Books Analysis in PowerBI

PowerBI Visualization and dashboard for the Goodreads dataset.

Construction Survey Analysis

The survey analysed the impact of digital transformation on construction management practices.

Retail Sales Analysis

This data analysis focused on retail sales and customer characteristics. It unravels intricate patterns, draw insights, and gain a deeper understanding of customer behavior.

K-Nearest Neighbors (KNN) Classification with Python

The project was a Python implementation of the K-Nearest Neighbors (KNN) algorithm for classification. I used the Iris dataset as the example for demonstrating the steps of the machine learning workflow.

Analysis of NYC Traffic Accidents

Motor vehicle collisions reported by the New York City Police Department from January-August 2020. Each record represents an individual collision, including the date, time and location of the accident (borough, zip code, street name, latitude/longitude), vehicles and victims involved, and factors

The impact of fitness wearables on consumer behavior

This project focused on analyzing the impact of fitness wearables on individuals' fitness behaviors and decision-making processes. By exploring a dataset gathered from a survey, I examined various aspects related to fitness wearables, including usage patterns, user satisfaction, and the influence on