tourism-analytics

AI-Powered Omnichannel Marketing & Operation System for Scenic Areas | Data-Driven • Knowledge Curation • Process Automation

Automated end-to-end MLOps pipeline for predicting customer purchase likelihood of a wellness tourism package, enabling data-driven marketing through CI/CD-enabled model training and deployment.

Comparative analysis of Apache Hive vs. Apache Spark on GCP Dataproc for analyzing 3.5M+ Disneyland attraction wait times and predictive modeling.

Power BI Hotel Analytics Dashboard analyzing 1,930 Gujarat hotels with insights into pricing, ratings, reviews, facilities, customer satisfaction, and hospitality trends.

Tourist satisfaction analysis in Seville using NLP, sentiment analysis, web scraping and transformer-based language models on TripAdvisor and Civitatis reviews.

Interactive WebGIS Smart Tourist Information System (STIS) for Meghalaya — routing, offbeat-site scoring, nearby facilities, and a tourism dashboard built with Leaflet.js.

AI Decision Support System for sustainable tourism management using anomaly detection, RAG and LLM-powered policy recommendations.

Interactive Dash dashboard analyzing global tourism arrivals, COVID-19 impact, and early recovery from 2015–2020.

Python analysis of post-COVID tourism recovery using arrivals, GDP, and country-level data.

End-to-end tourism analytics and machine-learning project featuring EDA, rating prediction, visit-mode classification, hybrid recommendations, SQL reporting, and a Streamlit dashboard.

A smart tourism platform that enhances local travel experiences through visit tracking, QR check-ins, and data-driven analytics.

An ai prediction tourism guide

Hostelworld reviews extraction tool

Analysis of the Airbnb market in Málaga using public data and geospatial visualisation to identify price, profitability and seasonality patterns. Project aimed at investors, hosts and analysts in the tourism sector.

KPI engine that turns 140K+ visitor reviews into five funded tourism recommendations. Not a dashboard, a decision tool.

airbnb sales analysis

An end-to-end open-source data engineering, spatial analysis, and statistical testing pipeline designed to evaluate regional income disparities across British Columbia's regional districts using BC Stats tourism indicator datasets.

A web platform designed to promote tourism in Tarlac, featuring local destinations, travel guides, cultural heritage, and news updates.

Tourism Data Analysis Report

Market expansion analysis for a rail travel company using Tableau. Identifies France as the optimal target market by evaluating global passenger volume, rail infrastructure, economic strength, and tourism data.