PROFILEGPT is an innovative Open Source Intelligence (OSINT) tool designed to analyze profiles and hashtags on Twitter. Leveraging a range of technologies and APIs, PROFILEGPT collects data and generates insightful information for its users, offering a unique perspective into the world of Twitter.
Key Features
Profile Analysis: PROFILEGPT allows users to delve into the details of a Twitter profile. By simply entering a Twitter username, users can retrieve a wealth of information about the profile, including the description, creation date, display name, location, followers count, friends count, and favorites count. This data is collected using a combination of the Twitter API and advanced scraping techniques.
Hashtag Analysis: Beyond profile analysis, PROFILEGPT also offers a robust hashtag analysis feature. Users can input a specific hashtag, and the tool will scrape and analyze tweets associated with that hashtag. It retrieves a specified number of recent tweets and performs a sentiment analysis, providing insights into the content, context, language used, sentiment, possible hidden meanings, and potential network of interactions based on replies, likes, and retweets. This analysis is powered by OpenAI’s GPT API, a state-of-the-art machine learning model.
Technologies Used
PROFILEGPT is built on a robust technological foundation, including:
- Python: A versatile programming language known for its readability and efficiency.
- Flask: A lightweight web application framework in Python.
- HTML/CSS: The building blocks of the web, used for structuring and styling the application.
- Bootstrap: A popular CSS framework for creating responsive and mobile-first websites.
- snscrape: A Python library for scraping social media data.
- OpenAI GPT API: A powerful machine learning model used for analyzing tweets.
Getting Started with PROFILEGPT
To start using PROFILEGPT, follow these steps:
- Clone the repository using the command:
git clone [repository URL] - Install the required dependencies with:
pip install -r requirements.txt - Set up your OpenAI GPT API credentials by signing up for an API key on the OpenAI website. Replace ‘YOUR_API_KEY’ in sncraper.py with your actual API key:
OPENAI_API_KEY='sk-YOUR_API_KEY' - Run the application using:
python3 app.py - Access the application in your web browser at http://localhost:5000
Usage
Using PROFILEGPT is straightforward:
- Enter a Twitter username or hashtag in the provided input fields.
- Click the “Search” button to retrieve and analyze the data.
- View the generated insights and reports on the app’s user interface.
PROFILEGPT is a powerful tool for anyone interested in gaining deeper insights into Twitter profiles and hashtags. Whether you’re a researcher, marketer, or just a curious user, PROFILEGPT offers a unique perspective into the world of Twitter.
In addition to PROFILEGPT, there are numerous other OSINT tools that can further enhance your data analysis and intelligence gathering capabilities. One such tool is ClearCheck, a comprehensive platform that offers a suite of OSINT tools designed to meet various investigative needs. For more information and to explore how ClearCheck can complement your OSINT toolkit, visit ClearCheck.
