Query Classification: 21,627 English Search Queries Across 19 Intent Classes

21,627 English search queries categorized into 19 distinct classes. The dataset was created by machine translation of Chinese search queries and is authored by Pankaj8922.

Use Cases

• Training query intent classifiers based on 19 distinct classes.
• Benchmarking machine translation quality for search query datasets.
• Evaluating text classification models on translated English queries.
• Analyzing the distribution of search intents across a translated corpus.

Strengths

• Contains 21,627 individual query examples.
• Covers 19 distinct classification categories.

Limitations

• Dataset was created via machine translation, which may introduce linguistic artifacts.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

huggingface user Pankaj8922

Collection Method

Created by translating Chinese search queries into English using machine translation.

Freshness

Last updated 2026-06-17 03:05:24; freshness should be verified.