Project Overview
Performed an end-to-end analysis of hotel booking data to understand booking patterns, cancellations, customer behavior, and hotel performance.
What I Did
* Cleaned and prepared the hotel booking dataset.
* Handled missing values and inconsistent records.
* Identified and analyzed duplicate records.
* Detected and handled unusual values and outliers.
* Performed Exploratory Data Analysis (EDA).
* Analyzed booking trends across different years and months.
* Investigated cancellation rates and booking behavior.
* Analyzed room types and customer booking patterns.
* Examined revenue-related metrics and hotel performance.
* Created visualizations to communicate important findings.
* Designed an interactive Power BI dashboard to present the main business insights.
Technologies
Python · Pandas · NumPy · Matplotlib · Seaborn · Excel · Power BI
Outcome
The analysis transformed raw hotel booking data into clear business insights that can help understand booking behavior, cancellation patterns, and overall hotel performance.
