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The project has been developed with the aim of strengthening national security and protecting citizens.\n\n# Operation\nThe system utilizes advanced natural language processing techniques to analyze text content for clues or patterns associated with terrorist activities. The detection process is entirely automatic and occurs in real-time.\n\n# Ethics and Responsibility\nThe primary objective is to prevent potential terrorist threats and safeguard public safety without compromising individual rights and freedoms. Safeguards have been implemented to prevent unfair discrimination or the violation of user privacy.\n\n# Responsible Usage\nIt should be employed responsibly within the context of national security and counterterrorism efforts.\n\n# Technical Requirements\n- Python 3.9\n\n# Usage Instructions\nTo use the detector, you can run the Python notebook. From there, you will obtain the model that you can subsequently deploy in desired systems. For example, you can implement Lambda functions to prevent the publication of messages that do not pass the filter and send these messages to the legal department of the social network.\n\n# Database Information\nIn the development of this project, the following publicly available Kaggle datasets were utilized:\n\n1. [Sentiment140 dataset with 1.6 million tweets](https://www.kaggle.com/datasets/kazanova/sentiment140)\n2. [Indonesian Tweet About Terrorism (Teroris)](https://www.kaggle.com/datasets/linkgish/indonesian-tweet-about-teroris-terrorism?select=indonesian_tweet_about_teroris.csv)\n3. [Terrorism And Jihadism Speech Detection](https://www.kaggle.com/datasets/haithemhermessi/terrorism-and-jihadist-speech-detection/)\n4. [Religious Texts Used By ISIS](https://www.kaggle.com/datasets/fifthtribe/isis-religious-texts)\n\nThese datasets have contributed to the development and training of the NLP model used in this project for the detection of terrorist activities.\n# Contact Information\nIf you have any questions or need more information about this project, you can contact ricardraigada@outlook.es.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftorodata%2Fterrorist-activity-detector-based-on-nlp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftorodata%2Fterrorist-activity-detector-based-on-nlp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftorodata%2Fterrorist-activity-detector-based-on-nlp/lists"}