Dutch Restaurant Reviews Collected in 2019

Featuring 145,867 total records of Dutch restaurant reviews, split into 116,693 training, 14,587 test, and 14,587 validation records. It was gathered in 2019 via web scraping and includes both restaurant-level information and review-level details. The data is intended for tasks like sentiment analysis and text classification.

Use Cases

• Train a sentiment analysis model on review text to classify sentiment polarity for Dutch restaurant reviews.
• Perform text classification on review content to categorize feedback into specific aspects like service or food quality.
• Analyze restaurant-level features aggregated from multiple reviews to identify common attributes of highly-rated establishments.

Strengths

• Contains 145,867 total records, providing a substantial sample for model training and validation.
• Includes a predefined split of 116,693 training, 14,587 test, and 14,587 validation records for direct use in machine learning workflows.
• Focuses specifically on Dutch restaurants, offering a geographically consistent dataset for regional analysis.

Limitations

• The dataset is from 2019, making the reviews temporally stale and potentially not reflective of current restaurant trends or sentiments.
• Specific column names and data schema are unknown, complicating direct analysis without first inspecting the data structure.
• The dataset's license is unspecified, which may restrict commercial or certain research uses.

Provenance

Source

huggingface

Collection Method

Collected in 2019 using a web scraping tool in Python.

Time Range

2019

Freshness

Last updated on 2022-04-21; data collection occurred in 2019.

Geography

Netherlands (Dutch restaurants)