| | --- |
| | 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 |
| |
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| | --- |
| | --- |
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