FAQ

PreppyData FAQ: Frequently Asked Questions

Here are answers to some common questions about PreppyData! If your question isn’t answered here, feel free to contact us or open an issue on our GitHub repository.

General Questions

  1. What is PreppyData? PreppyData is a web-based platform that simplifies data preprocessing for various datasets. It provides customizable options for: - Encoding - Outlier detection - Feature selection - Other preprocessing techniques

  2. What file formats does PreppyData support? PreppyData supports the following file formats: - CSV - XLSX

    Make sure your file is in one of these formats before uploading it.

  3. Is there a limit on file size? Yes, there is a limit. If your dataset is too large, consider splitting it into smaller files before uploading.

  4. How do I upload my dataset? Follow these steps to upload your dataset: 1. Go to the Upload Data section on the PreppyData homepage. 2. Click Choose File and select your dataset (CSV or XLSX). 3. Click Upload to begin preprocessing.

  5. Can I preview the changes before downloading processed data? Yes, PreppyData includes a Preview feature. You can review all changes applied to your dataset before downloading it.

Troubleshooting Questions

  1. The website is not loading. What should I do? - Ensure your internet connection is stable. - Use a supported browser (latest versions of Chrome, Firefox, Edge, or Safari). - Clear your browser’s cache and cookies, then reload the page.

  2. Why am I unable to upload my dataset? - Make sure your dataset is in a supported format (CSV or XLSX). - Ensure the file size doesn’t exceed platform limits. - Verify that your file is not corrupted by opening it in a spreadsheet application.

  3. Why does preprocessing produce unexpected results? - Confirm you’ve selected the correct preprocessing options. - Use the Preview feature to verify changes. - Check your dataset for issues like missing headers, inconsistent data types, or invalid entries.

Feature and Contribution Questions

  1. Can I suggest new features or improvements? Yes, we welcome suggestions! Here’s how you can contribute: - Open an issue on our GitHub Issues page. - Provide a clear description of your idea and how it benefits users.

  2. How can I contribute to PreppyData? If you’d like to contribute, check out our Contribution Guidelines. You can help by: - Reporting bugs - Suggesting improvements - Submitting code contributions

For additional support, feel free to contact us or open a ticket on our GitHub repository.