Skip to content

metharafonseka/Airline-Review-Analytics-Tableau-Project

Folders and files

NameName
Last commit message
Last commit date

Latest commit

Β 

History

3 Commits
Β 
Β 
Β 
Β 

Repository files navigation

✈️ Airline Review Analytics Dashboard – Tableau

πŸ“Œ Overview

This project features an interactive Tableau dashboard that analyzes airline customer satisfaction and service quality metrics. It provides insights into rating trends, aircraft performance, geographic distribution, and multi-dimensional service quality assessment to support strategic decision-making in aviation operations.

🎯 Project Objectives

  • Analyze overall customer satisfaction across multiple service dimensions
  • Track temporal rating trends and identify patterns
  • Compare performance across different aircraft types and manufacturers
  • Visualize geographic distribution of customer ratings
  • Evaluate service quality metrics (cabin staff, entertainment, food, ground service, seat comfort, value)
  • Segment analysis by traveller type and seat class

πŸ› οΈ Tools & Technologies

  • Tableau
  • Data Visualization and KPI Analysis
  • Excel / CSV (data source)

πŸ“ˆ Visualizations Included

  • Line Chart: Monthly rating trends over time (2016-2024)
  • Map Chart: Country-wise average rating distribution
  • Dual-Axis Bar Chart: Aircraft performance with ratings and review volume
  • Filter Panel: Interactive controls for metric selection, date range, traveller type, seat type, aircraft, and continent
  • KPI Banner: Top-level service dimension metrics

πŸš€ How to Use

  1. Download the .twbx file from the repository
  2. Open it in Tableau Desktop or Tableau Public
  3. Use left-side filters to segment data:
    • Select service metric (Overall Rating, Cabin Staff, Entertainment, etc.)
    • Adjust date range slider
    • Filter by traveller type (Business, Leisure categories)
    • Choose seat type (Economy, Business, First Class, etc.)
    • Select specific aircraft or continent
  4. Explore insights interactively through charts and map
  5. Hover over visualizations for detailed tooltips

πŸ” Key Insights

  • Entertainment systems are the weakest area (1.4/10) requiring urgent investment
  • Boeing 747-400 leads in customer satisfaction (4.7/10) with 97 reviews
  • Significant rating volatility during 2020-2022 indicates pandemic impact
  • Recent declining trend in 2023-2024 demands investigation
  • Food & beverages underperform (2.4/10) compared to other service dimensions
  • Geographic variations show different satisfaction levels across countries

πŸ“Ž Use Cases

  • Airline Management: Identify underperforming service areas and prioritize improvements
  • Fleet Operations: Compare aircraft performance for fleet optimization decisions
  • Customer Experience Teams: Track service quality metrics and benchmark targets
  • Route Planning: Analyze geographic satisfaction patterns for expansion strategies
  • Executive Reporting: Monitor KPIs and trends for strategic presentations

About

An interactive Tableau dashboard that explores airline customer reviews to uncover passenger satisfaction, sentiment trends, and service quality insights.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors