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Cyber app #8

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@nidhi6870 nidhi6870 commented Jan 26, 2025

Summary by CodeRabbit

  • New Features

    • Introduced a Cyberbullying Detection System with AI-powered comment analysis
    • Added login functionality and user authentication
    • Implemented comment and post input components
    • Created a notification system for inappropriate content
  • Documentation

    • Updated project README with comprehensive details
    • Added project description, team information, and technical specifications
  • Chores

    • Set up new React application structure
    • Configured project dependencies and build scripts
    • Added testing and performance monitoring setup

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coderabbitai bot commented Jan 26, 2025

Walkthrough

The pull request introduces a comprehensive React application for a Cyberbullying Detection System. The project includes a complete setup with a React frontend, featuring components for login, comment analysis, and post input. The application is bootstrapped using Create React App and includes standard configuration files like .gitignore, package.json, and various React-specific files. The project aims to create a platform that can detect and manage inappropriate online content using AI-powered comment analysis.

Changes

File/Directory Change Summary
README.md Comprehensive update with project details, team information, and technical specifications
my-app/.gitignore New file added to ignore dependencies, testing, and environment files
my-app/package.json Created with React dependencies, scripts, and configuration
my-app/public/index.html New entry point HTML file for the React application
my-app/public/manifest.json Web app manifest file added
my-app/public/robots.txt Standard robots.txt file created
my-app/src/ Multiple new components added: App.js, Login.js, CommentAnalyzer.js, Postinput.js, HomePage.jsx
CSS Files Added styling for components in App.css and index.css
Test Files Added App.test.js and setupTests.js for testing

Sequence Diagram

sequenceDiagram
    participant User
    participant Login
    participant Homepage
    participant CommentAnalyzer
    participant PostInput

    User->>Login: Enter username
    Login->>Homepage: Authenticate
    Homepage-->>User: Display welcome message
    User->>PostInput: Create post
    User->>CommentAnalyzer: Submit comment
    CommentAnalyzer->>CommentAnalyzer: Analyze for inappropriate content
    alt Inappropriate content detected
        CommentAnalyzer-->>User: Show reporting option
    else Content is safe
        CommentAnalyzer-->>User: Confirm post submission
    end
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In lines of code, a guardian stands tall,
Detecting bullies, protecting one and all,
With AI's keen eye and rabbit's swift might,
We'll make the internet a safer, kinder site!

Hop on, brave netizens, our shield is bright! 🌟

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Actionable comments posted: 17

🧹 Nitpick comments (7)
my-app/src/reportWebVitals.js (1)

1-11: Add error handling for web-vitals import.

While the implementation is good, it lacks error handling for the dynamic import.

Consider adding error handling:

 const reportWebVitals = onPerfEntry => {
   if (onPerfEntry && onPerfEntry instanceof Function) {
-    import('web-vitals').then(({ getCLS, getFID, getFCP, getLCP, getTTFB }) => {
-      getCLS(onPerfEntry);
-      getFID(onPerfEntry);
-      getFCP(onPerfEntry);
-      getLCP(onPerfEntry);
-      getTTFB(onPerfEntry);
-    });
+    import('web-vitals')
+      .then(({ getCLS, getFID, getFCP, getLCP, getTTFB }) => {
+        getCLS(onPerfEntry);
+        getFID(onPerfEntry);
+        getFCP(onPerfEntry);
+        getLCP(onPerfEntry);
+        getTTFB(onPerfEntry);
+      })
+      .catch(error => {
+        console.error('Error loading web-vitals:', error);
+      });
   }
 };
my-app/src/App.js (1)

32-33: Fix export statement formatting.

The export statement is missing a semicolon and proper spacing.

-export default App
+export default App;
README.md (3)

1-11: Remove square brackets from finalized content.

The square brackets [] are typically used for placeholder text and should be removed once the actual content is added. This applies to the project title, team name, and team member details.

-# [cyber safe] 🎯
+# cyber safe 🎯

-### Team Name: [just a team]
+### Team Name: just a team

-Member 1: [Siva priya P R] - [LBSITW poojapura]
-Member 2: [Alfiya Fathima] - [LBSITW poojapura]
-Member 3: [Nidhi mathew k] - [LBSITW poojapura]
+Member 1: Siva priya P R - LBSITW poojapura
+Member 2: Alfiya Fathima - LBSITW poojapura
+Member 3: Nidhi mathew k - LBSITW poojapura

17-26: Improve content organization and remove brackets.

  1. The project description is comprehensive but needs better formatting:

    • Remove the square brackets
    • Use proper markdown headings for sections
    • Use bullet points consistently for features
  2. The disclaimer about AI limitations should be moved to a separate section for better clarity.

-[Cyberbullying Detection System Using AI
+# Cyberbullying Detection System Using AI

-Our platform leverages the power of artificial intelligence to create a safer and more respectful online space. This system allows users to share posts and engage with comments in a supportive environment.
+Our platform leverages the power of artificial intelligence to create a safer and more respectful online space. This system allows users to share posts and engage with comments in a supportive environment.

-Key Features:
+## Key Features

-User Interaction: Users can post content and receive comments from others.
-AI-Powered Comment Analysis: Each comment is analyzed in real-time by our AI system to detect any form of vulgar or harmful language.
-Notification System: If a comment contains inappropriate content, the system immediately notifies the user with options to either Ignore or Report the comment.
-Seamless Reporting: Upon selecting Report, the system registers the complaint for further review, ensuring a transparent and actionable process.
+* User Interaction: Users can post content and receive comments from others.
+* AI-Powered Comment Analysis: Each comment is analyzed in real-time by our AI system to detect any form of vulgar or harmful language.
+* Notification System: If a comment contains inappropriate content, the system immediately notifies the user with options to either Ignore or Report the comment.
+* Seamless Reporting: Upon selecting Report, the system registers the complaint for further review, ensuring a transparent and actionable process.

-This tool is designed to empower users and foster a positive online experience, making the internet a safer place for everyone.While this version is a simple implementation without AI due to time constraints, it lays the foundation for creating a system that prioritizes safety and respect online]
+This tool is designed to empower users and foster a positive online experience, making the internet a safer place for everyone.

+## Current Implementation Note
+While this version is a simple implementation without AI due to time constraints, it lays the foundation for creating a system that prioritizes safety and respect online.

29-37: Remove brackets and improve formatting.

The problem statement is well-written but needs formatting improvements:

  • Remove square brackets
  • Use consistent bullet point style
  • Add proper spacing between sections
-[Cyberbullying is a growing issue in today's digital world, affecting millions of users across online platforms. It can lead to emotional distress, a decline in self-esteem, and even mental health issues. Unfortunately, many users feel powerless to address these negative experiences effectively.
+Cyberbullying is a growing issue in today's digital world, affecting millions of users across online platforms. It can lead to emotional distress, a decline in self-esteem, and even mental health issues. Unfortunately, many users feel powerless to address these negative experiences effectively.

-Our website tackles this problem by providing:
+Our website tackles this problem by providing:

-A Safer Space: Encouraging positive interactions by monitoring and flagging inappropriate comments.
-User Empowerment: Enabling users to take control by notifying them of harmful comments and giving them the choice to either Ignore or Report.
-Accountability: Helping users take action against harmful behavior and discouraging negative interactions.
+* A Safer Space: Encouraging positive interactions by monitoring and flagging inappropriate comments.
+* User Empowerment: Enabling users to take control by notifying them of harmful comments and giving them the choice to either Ignore or Report.
+* Accountability: Helping users take action against harmful behavior and discouraging negative interactions.

-By addressing these challenges, the platform promotes a healthier and more respectful online environment.]
+By addressing these challenges, the platform promotes a healthier and more respectful online environment.
🧰 Tools
🪛 LanguageTool

[style] ~34-~34: Try using a synonym here to strengthen your wording.
Context: ...y monitoring and flagging inappropriate comments. User Empowerment: Enabling users to ta...

(COMMENT_REMARK)

my-app/README.md (2)

27-28: Fix minor formatting issues.

A few formatting improvements needed:

  1. Add a comma before "and" in compound sentences
  2. Add a period after "etc"
  3. Add a comma after "However"
-The build is minified and the filenames include the hashes.\
+The build is minified, and the filenames include the hashes.\

-Instead, it will copy all the configuration files and the transitive dependencies (webpack, Babel, ESLint, etc) right into your project
+Instead, it will copy all the configuration files and the transitive dependencies (webpack, Babel, ESLint, etc.) right into your project

-However we understand that this tool wouldn't be useful
+However, we understand that this tool wouldn't be useful

Also applies to: 38-38, 40-40

🧰 Tools
🪛 LanguageTool

[uncategorized] ~27-~27: Use a comma before “and” if it connects two independent clauses (unless they are closely connected and short).
Context: ...best performance. The build is minified and the filenames include the hashes.\ Your...

(COMMA_COMPOUND_SENTENCE_2)


1-70: Consider consolidating README files.

Currently, there are two README files:

  1. Root /README.md: Contains project-specific information
  2. /my-app/README.md: Contains Create React App documentation

Consider:

  1. Moving Create React App documentation to a separate DEVELOPMENT.md file
  2. Keeping only project-specific information in the root README
  3. Adding a reference to the development guide in the root README
🧰 Tools
🪛 LanguageTool

[uncategorized] ~27-~27: Use a comma before “and” if it connects two independent clauses (unless they are closely connected and short).
Context: ...best performance. The build is minified and the filenames include the hashes.\ Your...

(COMMA_COMPOUND_SENTENCE_2)


[style] ~38-~38: In American English, abbreviations like “etc.” require a period.
Context: ...e dependencies (webpack, Babel, ESLint, etc) right into your project so you have fu...

(ETC_PERIOD)


[style] ~38-~38: Consider removing “of” to be more concise
Context: ...ect so you have full control over them. All of the commands except eject will still work...

(ALL_OF_THE)


[typographical] ~38-~38: It appears that a comma is missing.
Context: ... scripts so you can tweak them. At this point you're on your own. You don't have to ...

(DURING_THAT_TIME_COMMA)


[uncategorized] ~40-~40: A comma may be missing after the conjunctive/linking adverb ‘However’.
Context: ...n't feel obligated to use this feature. However we understand that this tool wouldn't b...

(SENT_START_CONJUNCTIVE_LINKING_ADVERB_COMMA)

📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 7ac8915 and c2e8f59.

⛔ Files ignored due to path filters (6)
  • my-app/package-lock.json is excluded by !**/package-lock.json
  • my-app/public/favicon.ico is excluded by !**/*.ico
  • my-app/public/logo192.png is excluded by !**/*.png
  • my-app/public/logo512.png is excluded by !**/*.png
  • my-app/src/components/assests/pngtree-futuristic-shape-abstract-background-chemistry-technology-concept-for-website-image_438818.jpg is excluded by !**/*.jpg
  • my-app/src/logo.svg is excluded by !**/*.svg
📒 Files selected for processing (18)
  • README.md (1 hunks)
  • my-app/.gitignore (1 hunks)
  • my-app/README.md (1 hunks)
  • my-app/package.json (1 hunks)
  • my-app/public/index.html (1 hunks)
  • my-app/public/manifest.json (1 hunks)
  • my-app/public/robots.txt (1 hunks)
  • my-app/src/App.css (1 hunks)
  • my-app/src/App.js (1 hunks)
  • my-app/src/App.test.js (1 hunks)
  • my-app/src/CommentAnalyzer.js (1 hunks)
  • my-app/src/Postinput.js (1 hunks)
  • my-app/src/components/HomePage.jsx (1 hunks)
  • my-app/src/index.css (1 hunks)
  • my-app/src/index.js (1 hunks)
  • my-app/src/login.js (1 hunks)
  • my-app/src/reportWebVitals.js (1 hunks)
  • my-app/src/setupTests.js (1 hunks)
✅ Files skipped from review due to trivial changes (8)
  • my-app/public/robots.txt
  • my-app/src/setupTests.js
  • my-app/src/index.css
  • my-app/.gitignore
  • my-app/public/manifest.json
  • my-app/src/App.css
  • my-app/public/index.html
  • my-app/package.json
🧰 Additional context used
🪛 LanguageTool
README.md

[style] ~34-~34: Try using a synonym here to strengthen your wording.
Context: ...y monitoring and flagging inappropriate comments. User Empowerment: Enabling users to ta...

(COMMENT_REMARK)


[grammar] ~45-~45: Did you mean “JavaScript” (= programming language)?
Context: ...logies/Components Used For Software: - [java script] - [react] - [react - react router] - [...

(JAVA_SCRIPT)


[duplication] ~47-~47: Possible typo: you repeated a word.
Context: ... Software: - [java script] - [react] - [react - react router] - [code editor -vs code - versi...

(ENGLISH_WORD_REPEAT_RULE)


[style] ~57-~57: Nowadays, it’s more common to write this as one word.
Context: ...ernet connection - different browsers - smart phones - external accessories] - [code editor ...

(RECOMMENDED_COMPOUNDS)

my-app/README.md

[uncategorized] ~27-~27: Use a comma before “and” if it connects two independent clauses (unless they are closely connected and short).
Context: ...best performance. The build is minified and the filenames include the hashes.\ Your...

(COMMA_COMPOUND_SENTENCE_2)


[style] ~38-~38: In American English, abbreviations like “etc.” require a period.
Context: ...e dependencies (webpack, Babel, ESLint, etc) right into your project so you have fu...

(ETC_PERIOD)


[style] ~38-~38: Consider removing “of” to be more concise
Context: ...ect so you have full control over them. All of the commands except eject will still work...

(ALL_OF_THE)


[typographical] ~38-~38: It appears that a comma is missing.
Context: ... scripts so you can tweak them. At this point you're on your own. You don't have to ...

(DURING_THAT_TIME_COMMA)


[uncategorized] ~40-~40: A comma may be missing after the conjunctive/linking adverb ‘However’.
Context: ...n't feel obligated to use this feature. However we understand that this tool wouldn't b...

(SENT_START_CONJUNCTIVE_LINKING_ADVERB_COMMA)

🪛 Markdownlint (0.37.0)
README.md

70-70: Heading levels should only increment by one level at a time
Expected: h2; Actual: h3

(MD001, heading-increment)

🔇 Additional comments (1)
README.md (1)

14-14: Replace localhost URL with the actual hosted project link.

The current URL points to a local development server. For the project documentation, please provide the actual URL where the project is hosted (e.g., GitHub Pages, Netlify, Vercel, etc.).

Comment on lines +4 to +8
test('renders learn react link', () => {
render(<App />);
const linkElement = screen.getByText(/learn react/i);
expect(linkElement).toBeInTheDocument();
});
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⚠️ Potential issue

Update test cases to match current implementation.

The current test is outdated as it checks for a "learn react" link that no longer exists in the App component. The App now renders a Login component instead.

Consider adding these essential test cases:

  1. Verify Login component renders correctly
  2. Test handlelogin callback functionality
  3. Test user interaction flows

Example implementation:

import { render, screen, fireEvent } from '@testing-library/react';
import App from './App';

test('renders login component', () => {
  render(<App />);
  expect(screen.getByRole('form')).toBeInTheDocument();
});

test('handles successful login', () => {
  render(<App />);
  const usernameInput = screen.getByLabelText(/username/i);
  fireEvent.change(usernameInput, { target: { value: 'testuser' } });
  fireEvent.click(screen.getByRole('button', { name: /login/i }));
  // Add assertions based on your login success behavior
});

// If you want to start measuring performance in your app, pass a function
// to log results (for example: reportWebVitals(console.log))
// or send to an analytics endpoint. Learn more: https://bit.ly/CRA-vitals
reportWebVitals();
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🛠️ Refactor suggestion

Implement performance monitoring callback.

reportWebVitals is called without a callback, making performance monitoring ineffective.

Consider implementing a callback:

-reportWebVitals();
+reportWebVitals((metric) => {
+  // Send to your analytics service
+  console.log(metric);
+});
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
reportWebVitals();
reportWebVitals((metric) => {
// Send to your analytics service
console.log(metric);
});

Comment on lines +1 to +15
// import logo from './logo.svg';
// import './App.css';
// import React from 'react';
// import Homepage from './components/HomePage';
// // import Login from './Login';


// function App() {
// return (
// <div>
// <Homepage/>
// </div>
// );
// }
// export default App;
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🛠️ Refactor suggestion

Remove commented-out code.

Keeping commented-out code reduces maintainability and creates confusion. Either restore or remove these sections.

Remove all commented code blocks to improve code clarity.

Comment on lines +19 to +21
const handlelogin = (usrname) => {
console.log(`user logged in: ${usrname}`);
};
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⚠️ Potential issue

Replace console.log with proper authentication handling.

Logging user credentials to the console poses a security risk and doesn't provide proper authentication.

Consider implementing proper authentication:

-  const handlelogin = (usrname) => {
-    console.log(`user logged in: ${usrname}`);
-  };
+  const handlelogin = async (username) => {
+    try {
+      // Implement proper authentication
+      const response = await authService.login(username);
+      // Handle successful login
+      setUser(response.user);
+    } catch (error) {
+      // Handle login error
+      setError(error.message);
+    }
+  };

Committable suggestion skipped: line range outside the PR's diff.

Comment on lines +23 to +30
return (

<div>

<Login onLogin={handlelogin} />
</div>
);
}
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🛠️ Refactor suggestion

Improve component structure and state management.

The current implementation lacks proper state management and error handling.

Consider implementing proper state management:

 function App() {
+  const [user, setUser] = useState(null);
+  const [error, setError] = useState(null);
+
   const handlelogin = (username) => {
     // ... login logic
   };

   return (
     <div>
-      <Login onLogin={handlelogin} />
+      {error && <ErrorAlert message={error} />}
+      {user ? (
+        <Dashboard user={user} />
+      ) : (
+        <Login onLogin={handlelogin} />
+      )}
     </div>
   );
 }

Committable suggestion skipped: line range outside the PR's diff.

Comment on lines +12 to +20
const handleCommentSubmit = () => {
const isVulgar = analyzeComment(comment);
if (isVulgar) {
setNotification("This comment contains vulgar content. Do you want to report?");
} else {
alert("Comment submitted successfully.");
}
setComment("");
};
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🛠️ Refactor suggestion

Add proper error handling and rate limiting.

The comment submission lacks error handling and rate limiting.

+  const [isSubmitting, setIsSubmitting] = useState(false);
+  const [error, setError] = useState(null);
+  const [lastSubmissionTime, setLastSubmissionTime] = useState(0);
+
   const handleCommentSubmit = () => {
+    const now = Date.now();
+    if (now - lastSubmissionTime < 5000) { // 5 seconds cooldown
+      setError("Please wait before submitting another comment");
+      return;
+    }
+    if (!comment.trim()) {
+      setError("Comment cannot be empty");
+      return;
+    }
+    setIsSubmitting(true);
+    setError(null);
     const isVulgar = analyzeComment(comment);
     if (isVulgar) {
       setNotification("This comment contains vulgar content. Do you want to report?");
     } else {
-      alert("Comment submitted successfully.");
+      setNotification("Comment submitted successfully.");
     }
     setComment("");
+    setLastSubmissionTime(now);
+    setIsSubmitting(false);
   };

Committable suggestion skipped: line range outside the PR's diff.

Comment on lines +7 to +10
const analyzeComment = (input) => {
const vulgarWords = ["badword1", "badword2", "insult"]; // Add vulgar words here
return vulgarWords.some((word) => input.includes(word));
};
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⚠️ Potential issue

Improve cyberbullying detection mechanism.

The current implementation has several security concerns:

  1. Hardcoded vulgar words list is easily bypassed
  2. Basic string matching can be circumvented
  3. No rate limiting on analysis requests

Consider implementing:

  1. API integration with proper content moderation service
  2. Rate limiting
  3. Word pattern matching with ML model
-  const analyzeComment = (input) => {
-    const vulgarWords = ["badword1", "badword2", "insult"]; // Add vulgar words here
-    return vulgarWords.some((word) => input.includes(word));
+  const analyzeComment = async (input) => {
+    try {
+      // TODO: Replace with actual API call to content moderation service
+      const response = await fetch('/api/analyze-content', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+        body: JSON.stringify({ content: input }),
+      });
+      const result = await response.json();
+      return result.isInappropriate;
+    } catch (error) {
+      console.error('Failed to analyze comment:', error);
+      throw new Error('Failed to analyze comment');
+    }
   };

Committable suggestion skipped: line range outside the PR's diff.

Comment on lines +65 to +68
[npm init]

# Run
[commands]
[npm start]
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🛠️ Refactor suggestion

Enhance implementation instructions.

The current installation and run instructions are too minimal. Consider adding more detailed steps for setting up the development environment.

# Installation
-[npm init]
+```bash
+# Clone the repository
+git clone <repository-url>
+cd <project-directory>
+
+# Install dependencies
+npm install
+```

# Run
-[npm start]
+```bash
+# Start the development server
+npm start
+
+# Run tests
+npm test
+
+# Build for production
+npm run build
+```

Comment on lines 44 to +60
For Software:
- [Languages used]
- [Frameworks used]
- [Libraries used]
- [Tools used]
- [java script]
- [react]
- [react
- react router]
- [code editor -vs code
- version controller-github
- testing tools-browser developer tools]

For Hardware:
- [List main components]
- [List specifications]
- [List tools required]
- [desktop
- internet connection
- different browsers
- smart phones
- external accessories]
- [code editor
- npm/yarn]
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🛠️ Refactor suggestion

Fix technical details formatting and content.

Several improvements needed in the technical details section:

  1. Remove duplicate "react" entry
  2. Fix "JavaScript" spelling
  3. Remove brackets
  4. Better organize the tools and dependencies
For Software:
-- [java script]
-- [react]
-- [react
-- react router]
-- [code editor -vs code
-- version controller-github
-- testing tools-browser developer tools]
+- JavaScript
+- React
+- React Router
+
+Development Tools:
+- VS Code (code editor)
+- GitHub (version control)
+- Browser Developer Tools (testing)

For Hardware:
-- [desktop
-- internet connection
-- different browsers
-- smart phones
-- external accessories]
-- [code editor
-- npm/yarn]
+- Desktop/Laptop
+- Internet connection
+- Web browsers
+- Smartphones
+- External accessories
+
+Development Requirements:
+- Code editor
+- npm/yarn
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
For Software:
- [Languages used]
- [Frameworks used]
- [Libraries used]
- [Tools used]
- [java script]
- [react]
- [react
- react router]
- [code editor -vs code
- version controller-github
- testing tools-browser developer tools]
For Hardware:
- [List main components]
- [List specifications]
- [List tools required]
- [desktop
- internet connection
- different browsers
- smart phones
- external accessories]
- [code editor
- npm/yarn]
For Software:
- JavaScript
- React
- React Router
Development Tools:
- VS Code (code editor)
- GitHub (version control)
- Browser Developer Tools (testing)
For Hardware:
- Desktop/Laptop
- Internet connection
- Web browsers
- Smartphones
- External accessories
Development Requirements:
- Code editor
- npm/yarn
🧰 Tools
🪛 LanguageTool

[grammar] ~45-~45: Did you mean “JavaScript” (= programming language)?
Context: ...logies/Components Used For Software: - [java script] - [react] - [react - react router] - [...

(JAVA_SCRIPT)


[duplication] ~47-~47: Possible typo: you repeated a word.
Context: ... Software: - [java script] - [react] - [react - react router] - [code editor -vs code - versi...

(ENGLISH_WORD_REPEAT_RULE)


[style] ~57-~57: Nowadays, it’s more common to write this as one word.
Context: ...ernet connection - different browsers - smart phones - external accessories] - [code editor ...

(RECOMMENDED_COMPOUNDS)

Comment on lines +74 to +87
![Screenshot1]
![Screenshot_26-1-2025_101850_localhost](https://github.com/user-attachments/assets/3963fc5c-f227-4659-b006-86be40c6630f) home page

![Screenshot2](![Screenshot_26-1-2025_101933_localhost](https://github.com/user-attachments/assets/0d37a6e2-03b6-43d3-95fd-4bd8864545fc)
)
logged in page

![Screenshot3]![Screenshot_26-1-2025_101954_localhost](https://github.com/user-attachments/assets/de01b43b-c516-4370-9950-575693e0c633)

![Screenshot2](Add screenshot 2 here with proper name)
*Add caption explaining what this shows*

![Screenshot3](Add screenshot 3 here with proper name)
*Add caption explaining what this shows*

# Diagrams
![Workflow](Add your workflow/architecture diagram here)
![Workflow](![WhatsApp Image 2025-01-26 at 10 33 17_5e981e89](https://github.com/user-attachments/assets/f5be9a6b-6055-4588-bfdd-fb98a4c66f96)
)
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🛠️ Refactor suggestion

Fix screenshot and diagram formatting.

The screenshot and workflow diagram sections need proper markdown formatting and descriptive captions.

# Screenshots
-![Screenshot1]
-![Screenshot_26-1-2025_101850_localhost](https://github.com/user-attachments/assets/3963fc5c-f227-4659-b006-86be40c6630f) home page
+## Home Page
+![Home page screenshot](https://github.com/user-attachments/assets/3963fc5c-f227-4659-b006-86be40c6630f)
+*Landing page of the Cyberbullying Detection System*

-![Screenshot2](![Screenshot_26-1-2025_101933_localhost](https://github.com/user-attachments/assets/0d37a6e2-03b6-43d3-95fd-4bd8864545fc)
-)
-logged in page
+## Dashboard
+![Dashboard screenshot](https://github.com/user-attachments/assets/0d37a6e2-03b6-43d3-95fd-4bd8864545fc)
+*User dashboard after logging in*

-![Screenshot3]![Screenshot_26-1-2025_101954_localhost](https://github.com/user-attachments/assets/de01b43b-c516-4370-9950-575693e0c633)
+## Comment Analysis
+![Comment analysis screenshot](https://github.com/user-attachments/assets/de01b43b-c516-4370-9950-575693e0c633)
+*AI-powered comment analysis interface*

# Workflow
-![Workflow](![WhatsApp Image 2025-01-26 at 10 33 17_5e981e89](https://github.com/user-attachments/assets/f5be9a6b-6055-4588-bfdd-fb98a4c66f96)
-)
-*Add caption explaining your workflow*
+![System workflow](https://github.com/user-attachments/assets/f5be9a6b-6055-4588-bfdd-fb98a4c66f96)
+*Workflow diagram showing the comment analysis and notification process*
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
![Screenshot1]
![Screenshot_26-1-2025_101850_localhost](https://github.com/user-attachments/assets/3963fc5c-f227-4659-b006-86be40c6630f) home page
![Screenshot2](![Screenshot_26-1-2025_101933_localhost](https://github.com/user-attachments/assets/0d37a6e2-03b6-43d3-95fd-4bd8864545fc)
)
logged in page
![Screenshot3]![Screenshot_26-1-2025_101954_localhost](https://github.com/user-attachments/assets/de01b43b-c516-4370-9950-575693e0c633)
![Screenshot2](Add screenshot 2 here with proper name)
*Add caption explaining what this shows*
![Screenshot3](Add screenshot 3 here with proper name)
*Add caption explaining what this shows*
# Diagrams
![Workflow](Add your workflow/architecture diagram here)
![Workflow](![WhatsApp Image 2025-01-26 at 10 33 17_5e981e89](https://github.com/user-attachments/assets/f5be9a6b-6055-4588-bfdd-fb98a4c66f96)
)
# Screenshots
## Home Page
![Home page screenshot](https://github.com/user-attachments/assets/3963fc5c-f227-4659-b006-86be40c6630f)
*Landing page of the Cyberbullying Detection System*
## Dashboard
![Dashboard screenshot](https://github.com/user-attachments/assets/0d37a6e2-03b6-43d3-95fd-4bd8864545fc)
*User dashboard after logging in*
## Comment Analysis
![Comment analysis screenshot](https://github.com/user-attachments/assets/de01b43b-c516-4370-9950-575693e0c633)
*AI-powered comment analysis interface*
# Workflow
![System workflow](https://github.com/user-attachments/assets/f5be9a6b-6055-4588-bfdd-fb98a4c66f96)
*Workflow diagram showing the comment analysis and notification process*

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