Starcoderdata Python Edu Lang Score

A Python code subset from the starcoderdata dataset, augmented with features for educational quality and comment language classification. The dataset was created by JanSchTech and last updated on October 16, 2024. It is intended for high-quality Python education and language-based model training.

Use Cases

• Training code generation models based on educational quality scores mentioned in the description
• Developing tools for automated code review and tutoring based on educational quality features
• Building models to classify the language of code comments based on the language classification feature
• Fine-tuning large language models on high-quality, educationally-focused Python code

Strengths

• Dataset is augmented with specific features for educational quality assessment and language classification, as stated in the description
• Last update timestamp (2024-10-16 14:09:38) is provided, indicating recent maintenance

Limitations

• Row count, file formats, and column definitions are unknown, which limits suitability assessment
• Column-level documentation is absent; field semantics must be inferred after download
• License information is unknown, which may restrict usage

Provenance

Source

huggingface, subset of the starcoderdata dataset

Collection Method

Augmentation of an existing Python code subset with new features, likely through automated scoring and classification.

Time Range

null

Freshness

Last updated 2024-10-16 14:09:38

Geography

null