Next Sight - X.com AI Analyzer

Overview

The Next Sight X.com AI Analyzer is a powerful tool designed to monitor harmful online behavior on X.com (formerly Twitter). It fetches tweets from a user-specified account, analyzes their content using advanced Natural Language Processing (NLP) techniques and keyword matching, and generates a professional PDF report.

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Features

• Fetch tweets from any public X.com profile.
• Analyze tweets for:
  • Toxicity
  • Hate Speech
  • Cyberbullying
  • Grooming
  • Aggressive Behavior
  • Terrorism
  • Drugs
• Generate a professionally formatted PDF report:
  • The first page contains a centered logo and report title.
  • The second page onwards includes detailed findings.
• Graceful exit on Ctrl+C or Ctrl+X.

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Prerequisites

System Requirements

• Python 3.8 or higher.
• A stable internet connection.

Python Dependencies

Install the required libraries:

pip install fpdf requests transformers textblob

Assets

Ensure the following are in the project directory:

• keywords.json: Contains categories and associated keywords.
• assets/logo.jpg: A logo file to include in the report.

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Setup

1. Clone the repository or download the script files.
2. Create a keywords.json file with the structure (NOTE: The provided keywords.json file already has an extensive list, that you can extend even further):

   {
       "cyberbullying": ["idiot", "stupid", "worthless"],
       "hate_speech": ["racist", "bigot", "hate"],
       "grooming": ["DM me", "let's meet", "secret"],
       "drugs": ["cocaine", "meth", "weed", "deal"],
       "terrorism": ["bomb", "ISIS", "attack", "jihad"],
       "aggressive_behavior": ["kill", "hurt", "destroy"]
   }

3. Add the logo to the assets/ folder as logo.jpg.

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Getting an X.com Bearer Token

To fetch tweets from X.com, you need a Bearer Token from the X.com Developer platform. Follow these steps:

Step 1: Sign Up for a Developer Account

1. Go to the Twitter Developer Portal.
2. Log in with your X.com account credentials.
3. If you don’t already have a developer account, follow the prompts to apply. Provide the required details.

Step 2: Create a New App

1. Navigate to the Dashboard.
2. Click Create App or Create Project.
3. Provide an app name and complete the setup process.

Step 3: Generate Bearer Token

1. Once the app is created, go to the Keys and Tokens section.
2. Under Authentication Tokens, generate a Bearer Token.
3. Copy the token and keep it secure.

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Usage

Step 1: Run the Script

Run the script from the command line:

python next_sight_analyzer.py

Step 2: Provide Your Bearer Token

When prompted, enter your X.com Bearer Token:

🔑 Enter your X.com (Twitter) Bearer Token:

Step 3: Enter a Profile URL

Enter the X.com profile URL you want to analyze:

🌐 Enter the X.com profile URL to analyze: https://twitter.com/exampleuser

Step 4: Wait for Analysis

The script will:

1. Fetch tweets from the specified profile.
2. Analyze the tweets for harmful behavior.
3. Generate a PDF report in the reports/ folder.

Step 5: View the Report

Locate the generated report in the reports/ folder. The filename will follow this format:

report_YYYYMMDD-HHMMSS.pdf

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File Structure

Next_Sight_AI_Analyzer/
│
├── next_sight_analyzer.py        # Main script
├── README.md                     # Instructions and documentation
├── requirements.txt              # Python dependencies
├── keywords.json                 # Keywords for analysis
├── assets/
│   └── logo.jpg                  # Logo for the report
└── reports/                      # Generated PDF reports

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Report Layout

1. Page 1: Cover Page

   • Centered logo at the top.
   • Report title: "Next Sight AI generated report for x.com account [username]" centered on the page.

2. Page 2 Onwards: Detailed Report

   • Total tweets analyzed.
   • Flagged tweets with:
     • Category
     • Content
     • Toxicity Score

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Graceful Exit

• Press Ctrl+C or Ctrl+X anytime to exit the script cleanly.

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Troubleshooting

Common Issues

1. Error: "TTF Font file not found"

   • Ensure the assets/logo.jpg exists in the correct directory.

2. Error: "Failed to fetch tweets"

   • Verify the profile URL is correct and public.
   • Ensure your Bearer Token is valid.

3. KeyboardInterrupt

   • If you accidentally exit with Ctrl+C, simply rerun the script.

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Contact

Next Sight
Website: www.next-sight.com
Email: info@next-sight.com

For more advanced investigation:
We specialize in OSINT, HUMINT, and comprehensive background checks. Contact us for worldwide investigations tailored to your specific needs.

Training Opportunities:
Want to learn how to conduct professional investigations using the latest tools and techniques? Ask about our customized training programs for individuals, organizations, and law enforcement.

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