Flight Prices & Google Flights Searches

Do search queries forecast airfare trends?

Do search queries forecast airfare trends?

Understanding the Data Foundations

Data required: Search data, airfare pricing
Acquisition methods: Google Flights, airline APIs
Data preparation: Time-series alignment

Early Observations and Initial Analysis

Searches preceding price hikes

High search volume anticipates price rises.

Detailed Insights and Advanced Analysis

Query frequency heatmap

Forecast accuracy ~65%.

Broader Implications and Further Exploration

Refine model with regional insights.

Tags: analytics

Link to data: Flight Prices & Google Flights Searches Dataset