https://github.com/asghar-rizvi/eda_hotel_cancellations
A comprehensive analysis of hotel booking data to understand factors influencing cancellations. This project explores trends in booking patterns, room rates, and cancellation rates using Python and data visualization libraries.
https://github.com/asghar-rizvi/eda_hotel_cancellations
data-analysis-project data-analysis-python data-analysis-real-world-problem data-science python real-world-problem-solving real-world-project report visualization
Last synced: 3 months ago
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A comprehensive analysis of hotel booking data to understand factors influencing cancellations. This project explores trends in booking patterns, room rates, and cancellation rates using Python and data visualization libraries.
- Host: GitHub
- URL: https://github.com/asghar-rizvi/eda_hotel_cancellations
- Owner: asghar-rizvi
- Created: 2024-08-01T18:14:09.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2024-08-01T18:24:44.000Z (10 months ago)
- Last Synced: 2024-08-01T20:55:00.317Z (10 months ago)
- Topics: data-analysis-project, data-analysis-python, data-analysis-real-world-problem, data-science, python, real-world-problem-solving, real-world-project, report, visualization
- Language: Jupyter Notebook
- Homepage:
- Size: 7 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: readme.md
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README
# Hotel Booking Analysis
## Overview
This project analyzes a hotel booking dataset to uncover trends and insights related to booking cancellations. Key findings include the impact of room rates on cancellations, monthly booking patterns, and the influence of market segments.
## Features
- Bar plots showing booking and cancellation trends.
- Pie charts depicting cancellation distribution by country and market segment.
- Line plot analyzing the Average Daily Rate (ADR) over time.
- Insights into how room pricing and booking channels affect cancellations.
## Requirements
- Python 3.x
- Jupyter Notebook
- NumPy
- Pandas
- Matplotlib
- Seaborn
## Installation
1. Clone the repository:
```bash
git clone https://github.com/asghar-rizvi/Hotel-Booking_Analysis