AquaScript FAQ Preparation

[madhurimarawat]

This PR introduces the organization and preparation of frequently asked questions (FAQs) for AquaScript 📋. The FAQs are now structured in categories and subcategories to improve navigation and content management. The organization includes key topics such as API Details 🔧, Usage 💻, and Contributions 🤝. This approach ensures better accessibility and management of FAQs, making it easier for users to find answers to their queries.

Key Components:

1. AquaScript FAQ Preparation Notebook 📝

   • File: AquaScript_FAQ_Preparation.ipynb
   • Description: This Jupyter notebook outlines the process of organizing the FAQ dataset for AquaScript. It also includes the creation of visualizations 📊 to analyze the distribution of FAQs across categories and subcategories.

2. FAQ Dataset 📂

   • File: FAQ_Aquascript.csv
   • Description: A CSV file containing the AquaScript FAQ data, which includes various categories, subcategories, and the associated FAQ content. This dataset serves as the input for generating visualizations and organizing the FAQ structure.

3. Visualizations 📊:

   • Pie Chart - Category Distribution 🍰: Displays the distribution of FAQs across major categories, excluding those grouped under 'Other'.
   • Detailed Breakdown of 'Other' Category 🔍: Provides a closer look at smaller categories grouped under 'Other'.
   • Bar Chart - Small Categories 📉: Visualizes the smaller categories that have fewer FAQs, helping to identify areas needing more attention.
   • Pie Chart - Subcategory Distribution 🍰: Shows how FAQs are distributed across subcategories within categories, excluding smaller subcategories grouped under 'Other'.
   • Detailed Breakdown of 'Other' Subcategory 🧐: A breakdown of smaller subcategories in the 'Other' section.
   • Bar Chart - Small Subcategories 📊: Visualizes subcategories with fewer FAQs, helping to identify areas for improvement.

Benefits of the Changes:

• Better FAQ Management 🗂️: Organized categories and subcategories allow for easier updates and quick identification of frequently asked questions.
• Improved User Experience 🌟: Users can quickly locate answers to their questions by searching within relevant categories or subcategories. For example, they can search directly under the Installation ⚙️ subcategory instead of scrolling through unrelated FAQs.
• Efficient Query Handling ⏱: The structured FAQ system enables faster identification of relevant categories and subcategories when responding to queries 💬.
• Scalability 📈: This organization makes it easier to scale the FAQ section as new questions are added, keeping everything organized and easy to access for users.

Files Changed:

• AquaScript_FAQ_Preparation.ipynb: Contains the FAQ organization process and visualizations 📊.
• FAQ_Aquascript.csv: Contains the raw FAQ data for AquaScript 📂.

How to Test/Review:

1. Review the Jupyter Notebook 📓:

   • Ensure that the data is processed correctly and that the visualizations accurately reflect the FAQ distribution 🍰.
   • Verify that the code in the notebook runs without issues and that the charts are clear and informative 📊.

2. Review the FAQ CSV 📂:

   • Check the completeness of the data in FAQ_Aquascript.csv and confirm that all necessary categories and subcategories are included 🔧.
   • Ensure the format is compatible with the notebook's processing logic.

3. Review the Visualizations 📊:

   • Verify that the visualizations are accurate, easy to understand, and represent the FAQ distribution effectively 🍰.

Additional Notes 📝:

• The FAQ structure is designed to be scalable, allowing easy addition of new questions without losing organization or clarity.
• Feel free to provide feedback or suggestions for improving the categorization or visualization formats 🧐.

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Name	Status	Preview	Comments	Updated (UTC)
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