History · 3 years
Overview · Outlook index · updated daily
About the Travel and Leisure Spending Sentiment
AI-driven analysis of household attitudes toward travel and leisure spending - measuring discretionary budget allocation, pent-up demand cycles, and sector recovery momentum.
Macro sentiment indicators capture the aggregate narrative bias across economic data releases, not just individual prints. A rising Awareness score alongside deteriorating Sentiment is a classic recession-fear signal. These indicators are best used to track how quickly markets are repricing macro risk, rather than to predict the data itself.
Key drivers
- PMI composite readings (manufacturing + services)
- Consumer confidence surveys (Conference Board, UoM)
- Retail sales and personal spending data
- Leading economic indicators (LEI)
- Labor market health (jobless claims, JOLTS)
Reading the Outlook scale
- 0-20Deeply PessimisticCoverage dominated by risk-aversion signals; narrative heavily skewed toward pessimistic conditions.
- 21-40PessimisticBelow-neutral conditions with cautious market positioning; optimism subdued relative to the 30-day baseline.
- 41-60NeutralBalanced coverage with no clear directional bias. Market is in a wait-and-see posture, awaiting a catalyst.
- 61-80OptimisticPositive momentum building in the narrative; coverage tilting toward optimistic catalysts and upside scenarios.
- 81-100Now · 100Highly OptimisticElevated risk of mean-reversion. Watch for sentiment exhaustion signals and divergence from the Awareness score.
How to use this index
- Use the Outlook score to gauge the prevailing narrative bias for Travel & Leisure at a glance.
- The Awareness score flags unusual spikes in coverage - early-warning signals that often precede price moves.
- Extreme readings (0-20 or 81-100) historically mark periods of heightened volatility and potential reversals.
- Compare across related topics to find cross-asset divergences and correlation breakdowns.
- Pro subscribers can view 3 years of history to calibrate thresholds against past market regimes.
This index is frequently referenced alongside travel spending sentiment, leisure demand, ai consumer sentiment, internet travel trends, alternative data consumption - helping traders and analysts track Travel & Leisure outlook shifts in real time.
Latest news
Travel & Leisure in the news
The headlines feeding this index, newest first.
Travel Stocks Fall as Sustainable Tourism Theme Grows
The biggest lesson for the travel industry is that sustainability is no longer just about carbon footprints — it is about whether destinations can keep guests safe, service them well and recover fast when shocks hit.
Read moreBooking and Expedia on Sports Tourism Growth
Sports tourism is moving from niche to mainstream, and the market is underestimating how powerfully that shift can reshape travel spending, hotel demand and booking behavior.
Read moreAllegiant Travel and Travel + Leisure fall on weak momentum
Solo travel’s growing popularity is reshaping booking patterns, but airline and travel shares tied to the segment are still being pulled around by broader demand concerns and market volatility. Allegiant Travel and Travel + Leisure are both trading well below recent peaks even as travel publishers and operators lean into itineraries for first-time and safety-conscious solo travelers.
Read moreFrance and Saudi Arabia Back €6B Paris Resort
France and Saudi Arabia have agreed to a €6 billion, or about $7 billion, resort complex near Paris that will feature a Dragon Ball Z theme park, a deal that could reshape the region’s leisure market and add another major test of global appetite for destination entertainment.
Read moreAdventure Travel Industry Focuses on Sustainability
The adventure travel industry is trying to turn sustainability from a marketing phrase into a long-term operating model, and that matters because the sector’s next phase of growth will depend on whether operators can prove they can expand without degrading the destinations they sell.
Read moreDeutsche Bahn shuts Berlin-Hannover rail corridor
Germany’s rail network is about to take a major capacity hit as Deutsche Bahn shuts the heavily used Berlin–Lehrte corridor for 14 months, forcing long-distance trains between Berlin and Hannover onto a slower diversion that adds 80 minutes to journey times.
Read moreU.S. hotel leisure revenue seen above 2019
U.S. hotel leisure travel revenue is on track to finish 2022 above pre-pandemic levels, underscoring how the hotel recovery is being driven by consumers rather than corporate travelers.
Read moreTravel Demand Shifts to Online and Luxury Channels
Travel demand is set to keep growing in 2014, but the bigger investment story is that the industry’s value is shifting toward online, mobile and luxury channels while traditional travel agents lose pricing power.
Read moreMexico Tourism GDP Ranks Fourth Globally
Mexico’s tourism economy has cemented its place among the world’s largest, with the country ranking fourth globally for both the direct contribution of travel and tourism to GDP and for leisure travel spending, a scale that makes the sector a meaningful pillar of national growth and employment.
Read moreGeorgia ranked sixth on Wanderlust September list
Georgia is getting a fresh marketing boost after Wanderlust magazine named it one of the top 20 places to visit in September, with the country ranking sixth on the British travel title’s list.
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Methodology
How the index is built
Data sources, scoring and update cadence, in plain terms.
What is the Travel & Leisure index?
AI-driven analysis of household attitudes toward travel and leisure spending - measuring discretionary budget allocation, pent-up demand cycles, and sector recovery momentum.
How is the Travel & Leisure index calculated?
The Travel & Leisure index is derived from AI-powered NLP analysis of thousands of online news sources, blogs, and financial commentary. Sentiment scores range from 0 (Deeply Pessimistic) to 100 (Highly Optimistic), where 50 represents neutral conditions. Awareness scores capture the volume and breadth of coverage for this topic across the media landscape.
How often is the Travel & Leisure index updated?
The underlying data pipeline runs once per day. However, the gauge and score displayed on this page reflect a processed snapshot that may be 3–24 hours behind real-time, depending on the topic's update cadence and how quickly new data clears the processing pipeline. The exact timestamp of the data shown is visible in the gauge footer - hover the info icon to see it in your local time.
Why does the gauge show data from a few hours ago?
The gauge reflects a processed data snapshot, not a live feed. Depending on the topic, displayed values can be 3–24 hours behind real-time - fast-moving topics (crypto, equities) update more frequently, while slower-cycle topics (macro, real estate, geopolitics) may have a longer lag. The precise data timestamp is always visible in the gauge footer: hover the info icon to see it in your local time.
Why use sentiment analysis?
Sentiment uses natural language processing to analyze and quantify investors' opinions, which is different from traditional indicators like volatility (VIX), volume, or price trends. This gives you an edge over others who rely solely on price-based data.
How to interpret the figures?
The gauges show the latest indicator percentiles for the last two quarters. Values above 50 mean an upward trend, while below 50 means a downward trend. A reading above 70% signals greed, and below 30% signals fear. When price and sentiment trends diverge, it's a strong sign the trend will continue.
What does awareness represent?
Besides sentiment, we also provide a measurement of awareness - an indicator of media activity expressed as a ratio of topic-dedicated data compared to the total. Values over 50 indicate an increasing media trend and growing investors' interest; less than 50 signals decreasing attention.
What is sentiment analysis and why measure it?
Sentiment analysis is a way to determine whether a piece of text is positive, negative, or neutral. It helps understand how people feel about a topic or product, which is very important for investment, revenue management, and gauging public opinion. It adds important data points to the decision process and is valuable input for many statistical and AI models.
What are some of the key data characteristics?
Raw signals are gathered from proprietary sources covering over 50,000 outlets and ingested every 15 minutes. Processed gauge readings are derived from these signals but are displayed with a delay of 3–24 hours depending on the topic - the exact data timestamp is always shown in the gauge footer. The platform includes 5 years of history, supports 72 languages, and processes over 1 million unique entries daily. Adalytica maintains over 99.5% uptime across all products and data services.
Who benefits the most from the sentiment data?
The products are widely used across various industries, including finance, real estate, cryptocurrency, commodities, and government. They provide tailored insights for tasks like tracking voter sentiment, optimizing investment strategies, or monitoring brand perception. We offer products that are tailored for both beginners and advanced data professionals.