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Data Science & Analytics

Data Science & Analytics for Tourism & Hospitality

Your tourism business sits on a goldmine of data — booking patterns, guest behaviour, market trends, pricing signals. We help you unlock that value with data science and analytics that go far beyond basic reporting. From demand forecasting and pricing optimisation to guest segmentation and predictive modelling, we turn your data into decisions that drive revenue.

Digital Tourism Group is a Coaley Peak® agency
15%
Average improvement in revenue per available room
92%
Demand forecast accuracy (30-day window)
22%
Reduction in customer acquisition cost
3.4x
ROI on analytics investment (12 months)
Stephen Grindley
Stephen Grindley
Director

Interested in our data science & analytics services? Stephen oversees all client engagements personally — reach out to discuss how we can help.

What We Deliver

Comprehensive Data Science & Analytics Capabilities

Turn your data into actionable insights with advanced analytics, predictive modelling, demand forecasting, and business intelligence built for tourism.

Demand forecasting & occupancy prediction
Dynamic pricing optimisation models
Guest segmentation & lifetime value analysis
Marketing attribution & channel optimisation
Revenue management analytics
Business intelligence dashboards & reporting
Competitor benchmarking & market analysis
Predictive churn & rebooking models
Why Choose Us

The DTG Advantage

Purpose-built solutions for tourism and hospitality brands that deliver measurable business outcomes.

01

Revenue-Driving Insights

Our analytics go beyond vanity metrics. Every model and dashboard we build is designed to answer specific business questions and drive actions that increase revenue, reduce costs, or improve guest satisfaction.

02

Hospitality Domain Expertise

Our data scientists understand tourism — seasonal demand patterns, OTA dynamics, rate parity challenges, and the nuances of guest behaviour. This domain knowledge makes our models more accurate and our insights more actionable.

03

Forecast with Confidence

Predictive models trained on your historical data, market signals, and external factors help you forecast demand, set optimal rates, and allocate marketing spend with greater confidence.

04

Accessible to Your Team

We deliver insights through intuitive dashboards and clear reports — not black-box models. Your team can understand, trust, and act on the analysis without needing a data science background.

Coaley Peak
A Coaley Peak® agency
ISO 9001 & 27001 certified · Cheltenham, UK
About Coaley Peak®
Our Process

How We Work

A proven, structured approach that delivers results efficiently and transparently.

Discovery & Data Assessment

We identify your key business questions, assess available data sources and quality, and define the analytics use cases that will deliver the highest impact for your organisation.

Data Preparation & Exploration

We clean, transform, and explore your data to understand patterns, identify anomalies, and build the feature sets needed for modelling and analysis.

Model Development & Validation

We build and rigorously validate predictive models, test multiple approaches, and select the methods that deliver the most accurate and reliable results for your specific context.

Deployment & Knowledge Transfer

We deploy models into production, build dashboards for ongoing monitoring, and train your team to interpret and act on the insights — ensuring long-term value from the investment.

Packages

Data Science & Analytics Packages

Transparent, productised packages designed for tourism and hospitality brands of every size.

Analytics Starter

Essential analytics and reporting for tourism businesses ready to become more data-driven.

£2,500per month
  • Business intelligence dashboard setup
  • Core KPI tracking & reporting
  • Basic demand analysis
  • Guest segmentation analysis
  • Monthly insights report
  • Quarterly strategy review
Get Started
Most Popular

Analytics Professional

Advanced analytics and predictive modelling for tourism brands seeking a competitive edge.

£5,500per month
  • Everything in Analytics Starter
  • Demand forecasting models
  • Pricing optimisation recommendations
  • Marketing attribution analysis
  • Competitor benchmarking
  • Custom predictive models
  • Bi-weekly strategy calls
Get Started

Analytics Enterprise

Full-service data science for large tourism organisations with complex analytical needs.

Customtailored pricing
  • Everything in Analytics Professional
  • Real-time analytics dashboards
  • Multi-property modelling
  • Dedicated data scientist
  • Advanced ML model development
  • Automated insight generation
  • Weekly reporting & strategy calls
Get a Quote

All packages are customisable. Prices are exclusive of VAT for UK/EU clients. Other markets may be subject to local taxes. Contact us for a tailored proposal.

FAQ

Frequently Asked Questions

Common questions about our data science & analytics services.

At minimum, 12-24 months of booking data (dates, rates, channels, guest details) gives us a strong foundation. The more data sources we can access — web analytics, CRM, marketing platforms, competitor rates — the richer and more accurate our analysis becomes. We'll assess what you have during discovery.
Accuracy depends on data quality and market volatility, but our models typically achieve 88-94% accuracy for 30-day forecasts and 80-88% for 90-day forecasts. We validate against historical data and continuously refine models as new data becomes available.
Yes. We work with Looker, Tableau, Power BI, Google Data Studio, and other popular BI platforms. We can build on your existing setup or recommend and implement a new solution if needed. Our goal is to deliver insights where your team already works.
PMS reports tell you what happened. Our analytics tell you why it happened and what's likely to happen next. We combine data from multiple sources, apply statistical and machine learning methods, and deliver forward-looking insights that help you make proactive decisions rather than reactive ones.

Still have questions?

Contact our team
Specialised Services

Data Science & Analytics Specialisations

Explore our focused data science & analytics services tailored for tourism and hospitality brands.

Ready to Transform Your Data Science & Analytics?

Let our tourism marketing specialists show you how our data science & analytics solutions can drive measurable results for your brand.

Digital Tourism Group is a Coaley Peak® agency