{"id":20929771,"url":"https://github.com/RedInfinityPro/RedditSuggestor","last_synced_at":"2025-09-30T01:31:32.420Z","repository":{"id":239239543,"uuid":"694938666","full_name":"Statute8234/RedditSuggestor","owner":"Statute8234","description":"Rating: (6/10) The project uses Python libraries and APIs to analyze Reddit data, predict user input, suggest new titles based on cosine similarity, calculate combined scores, and output the best 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RedditSuggestor\n\n[![Static Badge](https://img.shields.io/badge/tkinter-purple)](https://pypi.org/project/tkinter/)\n[![Static Badge](https://img.shields.io/badge/threading-gray)](https://pypi.org/project/threading/)\n[![Static Badge](https://img.shields.io/badge/pandas-blue)](https://pypi.org/project/pandas/)\n[![Static Badge](https://img.shields.io/badge/random-pink)](https://pypi.org/project/random/)\n[![Static Badge](https://img.shields.io/badge/difflib-purple)](https://pypi.org/project/difflib/)\n[![Static Badge](https://img.shields.io/badge/praw-black)](https://pypi.org/project/praw/)\n[![Static Badge](https://img.shields.io/badge/openpyxl-pink)](https://pypi.org/project/openpyxl/)\n[![Static Badge](https://img.shields.io/badge/sklearn-yellow)](https://pypi.org/project/sklearn/)\n[![Static Badge](https://img.shields.io/badge/openpyxl-yellow)](https://pypi.org/project/openpyxl/)\n[![Static Badge](https://img.shields.io/badge/pandas-pink)](https://pypi.org/project/pandas/)\n[![Static Badge](https://img.shields.io/badge/praw-purple)](https://pypi.org/project/praw/)\n[![Static Badge](https://img.shields.io/badge/nltk-blue)](https://pypi.org/project/nltk/)\n\n\n\nThe project utilizes machine learning techniques and the Reddit API to predict post title success and suggest improvements through Reddit Title Wizard and Title Genius.\n\n## Table of Contents\n\n- [About](#about)\n- [Features](#features)\n- [Installation](#installation)\n- [Usage](#usage)\n- [Contributing](#contributing)\n- [License](#license)\n\n## About\n\nThe project consists of two main components: Reddit Title Wizard and Title Genius, which use machine learning techniques to predict post title success and suggest improvements, integrating with the Reddit API.\n\n## Features\n\n- Reddit Title Wizard: A GUI-based application that allows users to input Reddit post titles, predict their potential performance, and receive suggestions for improvement.\n- Title Genius: A command-line tool that collects Reddit post data, predicts the success of titles, and suggests improved titles based on similarity and other factors.\n\nPrerequisites\n- Python 3.x\n- Required Python libraries:\n- openpyxl\n- pandas\n- praw\n- scikit-learn\n- nltk\n- tkinter\n- threading\n\n## Installation\n\nClone the repository:\n- git clone [\u003crepository_url\u003e](https://github.com/Statute8234/RedditSuggestor.git)\n\nInstall dependencies:\n- pip install openpyxl pandas praw scikit-learn nltk tkinter\n\nSet up NLTK:\n- python -m nltk.downloader stopwords punkt\n\nSet up Reddit API credentials:\n- Create a Reddit app to get client_id, client_secret, and user_agent.\n- Replace the placeholders in the code with your credentials.\n\n## Usage\n\n# Reddit Title Wizard\n- Run the application:\n  - python RedditTitleWizard.py\n  - Using the application:\n    - Enter a post title in the \"Enter post title\" field.\n    - Click the \"Submit\" button to get predictions for points, comments, and awards.\n    - View the suggested title in the \"would you like to try:\" field.\n    - Optionally, upload a photo using the \"Upload Photo\" button.\n\n# Title Genius\n- Run the script:\n  - python TitleGenius.py\n  - Follow the prompts:\n    - The script will prompt you to enter a title for prediction.\n    - It will fetch the latest data from the specified subreddit and update the Excel file.\n    - The script will then predict and display the potential success of the input title and suggest an improved title.\n\n## Contributing\n\nContributions are welcome! To contribute to Monster Maze, follow these steps:\n\n1. Fork the repository.\n2. Create a new branch:\n   ```bash\n   git checkout -b feature/YourFeature\n   ```\n3. Make your changes and commit them:\n   ```bash\n   git commit -m \"Add new feature\"\n   ```\n4. Push to the branch:\n   ```bash\n   git push origin feature/YourFeature\n   ```\n5. Create a new Pull Request.\n\n## License\n\nThis project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FRedInfinityPro%2FRedditSuggestor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FRedInfinityPro%2FRedditSuggestor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FRedInfinityPro%2FRedditSuggestor/lists"}