tourism data

Efficient Ops

Jan 21, 2019 · Big Data

Scraping and Visualizing China’s Tourist Spot Data: From Web Crawl to Insights

This article details a complete workflow for extracting nationwide tourist attraction data from Qunar, cleaning and enriching it with geographic coordinates, and performing multi‑level statistical analysis and visualizations—including sales rankings, popularity metrics, heatmaps, and word clouds—to reveal regional tourism patterns across China.