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| language: | |
| - en | |
| license: cc-by-sa-4.0 | |
| tags: | |
| - python | |
| - stackoverflow | |
| - question-answering | |
| - instruct | |
| size_categories: | |
| - 1K<n<10K | |
| # StackOverflow Python QA Dataset | |
| [](https://github.com/meeAtif) | |
| [](https://creativecommons.org/licenses/by-sa/4.0/) | |
| ## Description | |
| This dataset contains high-quality Python questions and answers scraped from StackOverflow. It is designed for instruct-tuning Large Language Models (LLMs) or for question-answering tasks. | |
| - **Source**: StackOverflow | |
| - **Selection Criteria**: | |
| - Tag: `python` | |
| - Score: > 10 | |
| - Must have an **accepted answer** | |
| - **Content**: Pairs of instructions (Question) and outputs (Accepted Answer). | |
| ## Dataset Structure | |
| The dataset consists of the following fields: | |
| - `question_id`: The unique identifier for the question on StackOverflow. | |
| - `score`: The vote score of the question. | |
| - `tags`: A list of tags associated with the question. | |
| - `creation_date`: The timestamp of when the question was asked. | |
| - `instruction`: The full question title and body, cleaned of HTML. | |
| - `output`: The full body of the accepted answer, cleaned of HTML. | |
| ## Sample Entry | |
| ```json | |
| { | |
| "question_id": 12345, | |
| "score": 50, | |
| "tags": ["python", "list-comprehension"], | |
| "instruction": "How do I create a list... \n\n I have a loop that...", | |
| "output": "You can use a list comprehension:\n\n [x for x in iterable]" | |
| } | |
| ``` | |
| --- | |
| Created by Atif | |
| - **GitHub:** [@meeAtif](https://github.com/meeAtif) | |
| - **Linkedin:** [@meAtif](https://www.linkedin.com/in/meatif/) | |
| - **HuggingFace:** [@meeAtif](https://huggingface.co/meeAtif) | |
| - **Email:** iatif@proton.me | |
| - **DM For:** Collaborations, Feedback, or Updates | |
| --- | |
| --- | |