Here is a showcase of some of my data-driven projects that demonstrate my expertise in data analysis, visualization, and problem-solving. Each project represents my passion for exploring, interpreting, and extracting insights from diverse datasets. From predictive modeling and exploratory data analysis to interactive dashboards and statistical analysis, my projects highlight my ability to transform raw data into actionable knowledge.
Eploratory data analytics of a large set of HR data on Kaggle.com by Faisal Qureshi to understand correlation and create a prediction model for response variable for 'Employee Satisfaction Level' in relation to given predictors. Statistical analysis was performed through Multiple Linear Regression with R programming in Kaggle Notebooks using R Markup.
Exploratory Data Analysis of a large set of medical appointment data on Kaggle.com by Marwan Diab to understand correlation and create a prediction model for response variables in relation to given predictors. Statistical analysis was performed through logical regression with R programming in Kaggle Notebooks using R Markup.
Montgomery County has documented over 300,000 crimes in the past five years. The available data is adequate to analyse occurrences and detect patterns or relationships.The main benefit would be identifying criminal motives and patterns. The analysis was perfomed using Python and Excel.
The dataset used for this project is punctuality statistics for selected UK airports. There are 12 files for each month of 2021. This data is used for research using a data warehouse & Tableau.
This project aims to understand and summarise the different behaviours or attributes between customers who paid back their loan and customers who did not. Analysis is performed using Pivot Tables and visualized with pivot charts in an interactive dashboard.
A sales statistics dashboard created in Tableau. This project utilizes Walmart Sales Data of approx. 6400+ rows of sales data from Kaggle.com by Rutu Patel. The data cleaning and analysis was performed with SQL using Azure Data Studio 3 and Docker on MacOS. This is the statistical portion of the data viz on this dataset.
A sales statistics dashboard created in Tableau. This project utilizes Mavern Coffee shop Data of three outlets.The data cleaning, analysis and visualisation was performed with Excel.
A tableau visualization on the statistics of Netflix shows.