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Hackathon_Recomm

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Safalya commited on Mar 7, 2025

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Hackathon_Dataset.csv +501 -0
Team_Dataset.csv +501 -0
app.py +99 -0
dash.py +99 -0
hackathon_recommendation.py +46 -0

Hackathon_Dataset.csv ADDED Viewed

	@@ -0,0 +1,501 @@

+"Hackathon Name","Organizer","Theme","Required Skills","Difficulty Level","Registration Deadline","Event Date","Prize Pool","Mode","Location"
+"Web Dev Sprint 57","Hackerearth","AI","Python, TensorFlow, Scikit-Learn","Advanced","2025-03-30","2025-04-29","47728","Offline","Remote"
+"CyberDefenders 43","Microsoft","IoT","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-25","2025-05-04","25425","Online","N/A"
+"Game Jam 82","OpenAI","Blockchain","Unity, C#","Advanced","2025-04-20","2025-05-12","47546","Offline","London"
+"Blockchain Battle 76","IBM","Data Science","Solidity, Smart Contracts","Intermediate","2025-04-08","2025-04-29","4026","Offline","New York"
+"Data Science League 34","IBM","AI","SQL, Pandas, NumPy","Beginner","2025-03-27","2025-04-06","38782","Online","N/A"
+"Cloud Computing Contest 78","IBM","Game Development","AWS, Docker, Kubernetes","Intermediate","2025-03-20","2025-04-12","25516","Online","N/A"
+"ML Hack 51","Devpost","Web Development","Embedded Systems, Arduino","Intermediate","2025-03-17","2025-04-02","31202","Offline","Berlin"
+"Blockchain Battle 98","MLH","IoT","AWS, Docker, Kubernetes","Beginner","2025-03-31","2025-04-25","13725","Online","N/A"
+"Data Science League 90","Topcoder","Cloud Computing","Solidity, Smart Contracts","Advanced","2025-04-16","2025-05-01","6611","Offline","Berlin"
+"Data Science League 58","Topcoder","Cybersecurity","JavaScript, React, Node.js","Intermediate","2025-03-31","2025-04-19","7721","Online","N/A"
+"CodeFest 83","Topcoder","Data Science","AWS, Docker, Kubernetes","Advanced","2025-03-18","2025-04-16","36637","Online","N/A"
+"CodeFest 12","Google","Machine Learning","SQL, Pandas, NumPy","Beginner","2025-05-06","2025-05-21","33856","Offline","San Francisco"
+"Game Jam 18","Topcoder","Data Science","Solidity, Smart Contracts","Intermediate","2025-03-13","2025-04-08","30490","Offline","Berlin"
+"Game Jam 34","OpenAI","Machine Learning","AWS, Docker, Kubernetes","Intermediate","2025-04-10","2025-04-27","24304","Offline","London"
+"Cloud Computing Contest 8","Facebook","Machine Learning","Embedded Systems, Arduino","Advanced","2025-03-18","2025-03-27","9734","Online","N/A"
+"Blockchain Battle 7","Facebook","Web Development","Unity, C#","Advanced","2025-03-18","2025-04-02","30320","Online","N/A"
+"IoT Innovators 92","OpenAI","Data Science","Embedded Systems, Arduino","Advanced","2025-04-29","2025-05-08","39130","Online","N/A"
+"Data Science League 58","Hackerearth","Blockchain","Unity, C#","Intermediate","2025-04-13","2025-04-26","39395","Offline","Bangalore"
+"Data Science League 34","Devpost","Machine Learning","Embedded Systems, Arduino","Beginner","2025-03-24","2025-04-03","8269","Online","N/A"
+"Cloud Computing Contest 85","Microsoft","Data Science","Embedded Systems, Arduino","Intermediate","2025-03-17","2025-03-27","13862","Offline","San Francisco"
+"Data Science League 93","IBM","Blockchain","AWS, Docker, Kubernetes","Advanced","2025-04-30","2025-05-21","40116","Online","N/A"
+"ML Hack 68","Devpost","Cloud Computing","AWS, Docker, Kubernetes","Beginner","2025-03-27","2025-04-25","1106","Online","N/A"
+"Web Dev Sprint 78","MLH","Data Science","C++, Ethical Hacking","Intermediate","2025-04-21","2025-05-13","29834","Offline","New York"
+"ML Hack 44","MLH","Game Development","Solidity, Smart Contracts","Intermediate","2025-03-25","2025-04-17","32993","Offline","New York"
+"Web Dev Sprint 8","Topcoder","Cloud Computing","JavaScript, React, Node.js","Advanced","2025-03-28","2025-04-05","6558","Online","N/A"
+"ML Hack 47","Google","Machine Learning","C++, Ethical Hacking","Advanced","2025-04-30","2025-05-25","28239","Online","N/A"
+"ML Hack 9","IBM","Web Development","JavaScript, React, Node.js","Intermediate","2025-03-25","2025-04-20","32928","Online","N/A"
+"Blockchain Battle 43","MLH","Machine Learning","Embedded Systems, Arduino","Intermediate","2025-03-17","2025-04-14","48506","Online","N/A"
+"Data Science League 17","Google","Data Science","AWS, Docker, Kubernetes","Intermediate","2025-04-15","2025-04-29","5473","Online","N/A"
+"ML Hack 10","Topcoder","Data Science","Unity, C#","Beginner","2025-04-13","2025-05-06","18720","Offline","Bangalore"
+"AI Challenge 74","Devpost","Cybersecurity","AWS, Docker, Kubernetes","Intermediate","2025-03-27","2025-04-09","6774","Online","N/A"
+"Data Science League 68","Microsoft","Game Development","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-18","2025-05-07","40117","Offline","Remote"
+"CodeFest 21","IBM","IoT","JavaScript, React, Node.js","Intermediate","2025-04-11","2025-04-25","20934","Online","N/A"
+"AI Challenge 90","OpenAI","Blockchain","Solidity, Smart Contracts","Advanced","2025-05-05","2025-05-21","15845","Offline","San Francisco"
+"IoT Innovators 38","Facebook","Web Development","Unity, C#","Beginner","2025-03-28","2025-04-26","13808","Online","N/A"
+"Data Science League 19","Microsoft","Blockchain","JavaScript, React, Node.js","Advanced","2025-04-02","2025-04-28","13242","Online","N/A"
+"ML Hack 32","MLH","Cloud Computing","Embedded Systems, Arduino","Beginner","2025-04-23","2025-05-11","22704","Online","N/A"
+"CodeFest 47","Facebook","Machine Learning","SQL, Pandas, NumPy","Advanced","2025-04-12","2025-05-01","27439","Online","N/A"
+"ML Hack 32","Hackerearth","Data Science","Unity, C#","Advanced","2025-04-25","2025-05-13","1507","Offline","Berlin"
+"CyberDefenders 64","MLH","Cloud Computing","Unity, C#","Intermediate","2025-03-26","2025-04-19","11709","Online","N/A"
+"Cloud Computing Contest 48","Google","Web Development","AWS, Docker, Kubernetes","Advanced","2025-04-15","2025-04-23","45545","Offline","Bangalore"
+"Cloud Computing Contest 95","Microsoft","Cybersecurity","JavaScript, React, Node.js","Beginner","2025-04-09","2025-04-19","2253","Offline","Berlin"
+"Cloud Computing Contest 29","Facebook","IoT","Embedded Systems, Arduino","Advanced","2025-03-26","2025-04-13","19906","Online","N/A"
+"Web Dev Sprint 43","Devpost","Cloud Computing","AWS, Docker, Kubernetes","Intermediate","2025-04-25","2025-05-03","33581","Offline","London"
+"Web Dev Sprint 46","Topcoder","Game Development","JavaScript, React, Node.js","Intermediate","2025-04-03","2025-04-13","48728","Offline","Bangalore"
+"Game Jam 9","MLH","Game Development","Solidity, Smart Contracts","Intermediate","2025-03-30","2025-04-06","49982","Offline","San Francisco"
+"Cloud Computing Contest 70","Google","Cybersecurity","JavaScript, React, Node.js","Beginner","2025-04-04","2025-04-24","39664","Offline","Berlin"
+"Data Science League 38","Devpost","Data Science","C++, Ethical Hacking","Intermediate","2025-04-05","2025-04-26","19195","Online","N/A"
+"AI Challenge 35","Topcoder","AI","JavaScript, React, Node.js","Intermediate","2025-04-30","2025-05-24","43766","Online","N/A"
+"CyberDefenders 43","Facebook","IoT","C++, Ethical Hacking","Beginner","2025-03-19","2025-04-04","10630","Online","N/A"
+"CodeFest 96","Topcoder","Machine Learning","Solidity, Smart Contracts","Beginner","2025-03-23","2025-04-06","7383","Online","N/A"
+"CyberDefenders 37","Devpost","Cloud Computing","Unity, C#","Advanced","2025-04-01","2025-04-20","22786","Online","N/A"
+"ML Hack 63","Hackerearth","IoT","SQL, Pandas, NumPy","Advanced","2025-04-14","2025-05-03","13544","Offline","Berlin"
+"ML Hack 13","OpenAI","Web Development","Python, TensorFlow, Scikit-Learn","Advanced","2025-03-16","2025-04-14","5484","Online","N/A"
+"Blockchain Battle 33","Google","Cybersecurity","C++, Ethical Hacking","Advanced","2025-04-10","2025-04-30","10733","Online","N/A"
+"Cloud Computing Contest 5","Google","Cloud Computing","SQL, Pandas, NumPy","Advanced","2025-03-21","2025-03-28","40402","Offline","London"
+"Cloud Computing Contest 73","IBM","Cybersecurity","JavaScript, React, Node.js","Beginner","2025-03-19","2025-04-16","14588","Offline","New York"
+"ML Hack 93","MLH","Game Development","JavaScript, React, Node.js","Intermediate","2025-04-18","2025-05-11","42650","Offline","New York"
+"Web Dev Sprint 24","Facebook","Web Development","SQL, Pandas, NumPy","Beginner","2025-05-01","2025-05-20","3738","Online","N/A"
+"ML Hack 16","MLH","IoT","Unity, C#","Advanced","2025-04-06","2025-04-20","44353","Offline","Berlin"
+"ML Hack 42","Topcoder","Cybersecurity","Python, TensorFlow, Scikit-Learn","Intermediate","2025-04-30","2025-05-20","6713","Online","N/A"
+"CyberDefenders 9","IBM","Data Science","SQL, Pandas, NumPy","Intermediate","2025-03-26","2025-04-15","32658","Online","N/A"
+"Blockchain Battle 63","Hackerearth","Machine Learning","Unity, C#","Beginner","2025-03-28","2025-04-16","1170","Offline","New York"
+"CodeFest 3","Hackerearth","Game Development","SQL, Pandas, NumPy","Beginner","2025-03-21","2025-04-20","1130","Offline","Berlin"
+"Blockchain Battle 10","Topcoder","IoT","Embedded Systems, Arduino","Advanced","2025-05-05","2025-05-18","20178","Online","N/A"
+"CodeFest 6","MLH","Cybersecurity","C++, Ethical Hacking","Intermediate","2025-04-29","2025-05-11","8748","Online","N/A"
+"Web Dev Sprint 88","Facebook","Game Development","Solidity, Smart Contracts","Beginner","2025-03-15","2025-04-03","12286","Offline","Remote"
+"IoT Innovators 37","Facebook","Cloud Computing","C++, Ethical Hacking","Intermediate","2025-03-13","2025-03-27","35390","Offline","New York"
+"CyberDefenders 99","Microsoft","Game Development","Embedded Systems, Arduino","Beginner","2025-04-07","2025-04-28","10959","Online","N/A"
+"Data Science League 6","Google","Machine Learning","Solidity, Smart Contracts","Beginner","2025-03-12","2025-04-08","33313","Offline","New York"
+"Data Science League 45","Microsoft","Blockchain","C++, Ethical Hacking","Advanced","2025-03-22","2025-04-21","3870","Online","N/A"
+"ML Hack 99","Hackerearth","Web Development","Embedded Systems, Arduino","Intermediate","2025-03-19","2025-04-13","30254","Offline","London"
+"Cloud Computing Contest 10","Hackerearth","Blockchain","C++, Ethical Hacking","Advanced","2025-04-11","2025-05-01","16786","Online","N/A"
+"ML Hack 16","Google","Blockchain","Unity, C#","Beginner","2025-04-30","2025-05-11","44600","Online","N/A"
+"Blockchain Battle 11","Topcoder","Machine Learning","Python, TensorFlow, Scikit-Learn","Beginner","2025-04-16","2025-05-07","18895","Online","N/A"
+"AI Challenge 30","Google","IoT","JavaScript, React, Node.js","Intermediate","2025-03-20","2025-03-30","4505","Online","N/A"
+"CyberDefenders 65","Facebook","Game Development","Solidity, Smart Contracts","Advanced","2025-03-27","2025-04-21","36295","Offline","London"
+"AI Challenge 40","Facebook","Blockchain","AWS, Docker, Kubernetes","Advanced","2025-03-20","2025-04-04","29287","Online","N/A"
+"ML Hack 56","IBM","AI","C++, Ethical Hacking","Beginner","2025-03-21","2025-04-05","6397","Offline","New York"
+"Game Jam 87","Facebook","Cloud Computing","SQL, Pandas, NumPy","Intermediate","2025-03-14","2025-04-06","6786","Online","N/A"
+"CyberDefenders 43","Topcoder","Blockchain","Python, TensorFlow, Scikit-Learn","Intermediate","2025-04-08","2025-04-16","28700","Online","N/A"
+"Blockchain Battle 82","Google","Cybersecurity","Solidity, Smart Contracts","Advanced","2025-04-25","2025-05-11","35711","Online","N/A"
+"Blockchain Battle 41","Facebook","Machine Learning","JavaScript, React, Node.js","Intermediate","2025-04-09","2025-04-24","4279","Online","N/A"
+"Web Dev Sprint 30","Topcoder","Cloud Computing","AWS, Docker, Kubernetes","Intermediate","2025-03-21","2025-04-12","49035","Online","N/A"
+"Web Dev Sprint 85","IBM","Game Development","Embedded Systems, Arduino","Beginner","2025-03-26","2025-04-09","5943","Online","N/A"
+"Game Jam 94","Google","Machine Learning","Unity, C#","Intermediate","2025-03-20","2025-04-04","18736","Offline","London"
+"Data Science League 75","MLH","Cybersecurity","JavaScript, React, Node.js","Beginner","2025-04-10","2025-04-22","48779","Online","N/A"
+"ML Hack 71","IBM","Cloud Computing","Solidity, Smart Contracts","Intermediate","2025-03-20","2025-04-18","5009","Online","N/A"
+"Game Jam 4","Facebook","Game Development","Embedded Systems, Arduino","Beginner","2025-04-08","2025-05-06","3968","Offline","New York"
+"ML Hack 17","OpenAI","Game Development","Unity, C#","Intermediate","2025-04-22","2025-05-02","22812","Offline","Berlin"
+"Blockchain Battle 31","Facebook","AI","Unity, C#","Advanced","2025-04-02","2025-04-26","36422","Offline","Bangalore"
+"AI Challenge 97","Microsoft","AI","SQL, Pandas, NumPy","Beginner","2025-04-22","2025-05-16","49310","Offline","New York"
+"Web Dev Sprint 77","MLH","Game Development","Embedded Systems, Arduino","Intermediate","2025-04-05","2025-04-21","30201","Offline","New York"
+"CyberDefenders 15","Hackerearth","IoT","SQL, Pandas, NumPy","Advanced","2025-03-12","2025-04-04","25663","Online","N/A"
+"Cloud Computing Contest 66","Topcoder","Web Development","Unity, C#","Advanced","2025-04-27","2025-05-07","40412","Online","N/A"
+"ML Hack 18","Devpost","Game Development","Embedded Systems, Arduino","Intermediate","2025-04-04","2025-04-19","35184","Online","N/A"
+"Cloud Computing Contest 60","IBM","Machine Learning","SQL, Pandas, NumPy","Intermediate","2025-05-04","2025-05-28","39303","Online","N/A"
+"Blockchain Battle 99","Devpost","IoT","C++, Ethical Hacking","Beginner","2025-04-26","2025-05-24","31509","Offline","Remote"
+"Web Dev Sprint 39","Google","Cybersecurity","Unity, C#","Intermediate","2025-04-20","2025-05-05","21939","Online","N/A"
+"AI Challenge 85","Microsoft","IoT","Unity, C#","Intermediate","2025-03-18","2025-04-14","19962","Offline","Bangalore"
+"IoT Innovators 100","MLH","IoT","JavaScript, React, Node.js","Intermediate","2025-04-22","2025-04-30","45613","Offline","Berlin"
+"AI Challenge 65","Microsoft","Cloud Computing","JavaScript, React, Node.js","Beginner","2025-03-15","2025-04-05","32475","Offline","New York"
+"Data Science League 99","MLH","Web Development","SQL, Pandas, NumPy","Advanced","2025-04-30","2025-05-23","47919","Offline","San Francisco"
+"Blockchain Battle 12","Devpost","Cybersecurity","Python, TensorFlow, Scikit-Learn","Beginner","2025-04-20","2025-05-07","2723","Online","N/A"
+"IoT Innovators 34","Topcoder","Blockchain","JavaScript, React, Node.js","Advanced","2025-03-14","2025-04-09","28071","Online","N/A"
+"Blockchain Battle 69","MLH","Machine Learning","Python, TensorFlow, Scikit-Learn","Intermediate","2025-05-04","2025-05-29","18864","Offline","Berlin"
+"ML Hack 9","Microsoft","Data Science","SQL, Pandas, NumPy","Advanced","2025-04-15","2025-05-04","44206","Offline","Bangalore"
+"Game Jam 60","OpenAI","IoT","SQL, Pandas, NumPy","Intermediate","2025-04-20","2025-05-11","35862","Offline","New York"
+"Web Dev Sprint 85","Devpost","Machine Learning","JavaScript, React, Node.js","Intermediate","2025-04-11","2025-05-06","15907","Online","N/A"
+"CyberDefenders 67","Microsoft","Machine Learning","Embedded Systems, Arduino","Advanced","2025-04-09","2025-04-19","47611","Offline","San Francisco"
+"CodeFest 32","Hackerearth","Data Science","Python, TensorFlow, Scikit-Learn","Intermediate","2025-04-08","2025-04-18","13855","Online","N/A"
+"Blockchain Battle 82","OpenAI","Web Development","Solidity, Smart Contracts","Beginner","2025-04-09","2025-04-25","16945","Online","N/A"
+"Web Dev Sprint 99","Google","Cybersecurity","Solidity, Smart Contracts","Intermediate","2025-04-20","2025-05-11","22130","Offline","San Francisco"
+"CodeFest 41","Google","IoT","AWS, Docker, Kubernetes","Beginner","2025-04-22","2025-05-17","43220","Online","N/A"
+"Blockchain Battle 65","Devpost","Web Development","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-03","2025-04-29","20080","Offline","Bangalore"
+"IoT Innovators 62","Microsoft","Web Development","JavaScript, React, Node.js","Intermediate","2025-04-20","2025-05-08","30593","Offline","New York"
+"IoT Innovators 56","Hackerearth","IoT","C++, Ethical Hacking","Advanced","2025-04-01","2025-04-28","47558","Offline","San Francisco"
+"Web Dev Sprint 91","Devpost","Cybersecurity","SQL, Pandas, NumPy","Beginner","2025-04-02","2025-04-24","20301","Offline","Bangalore"
+"IoT Innovators 67","Hackerearth","Game Development","Python, TensorFlow, Scikit-Learn","Beginner","2025-04-27","2025-05-11","47172","Offline","London"
+"Game Jam 65","Google","Machine Learning","Python, TensorFlow, Scikit-Learn","Intermediate","2025-04-08","2025-04-23","28695","Online","N/A"
+"Game Jam 79","Microsoft","Machine Learning","AWS, Docker, Kubernetes","Beginner","2025-03-30","2025-04-11","44756","Online","N/A"
+"CodeFest 89","Facebook","Cybersecurity","Python, TensorFlow, Scikit-Learn","Beginner","2025-04-27","2025-05-27","9582","Online","N/A"
+"IoT Innovators 97","Facebook","Web Development","Solidity, Smart Contracts","Intermediate","2025-04-02","2025-04-28","22033","Online","N/A"
+"Cloud Computing Contest 62","MLH","IoT","Unity, C#","Intermediate","2025-04-24","2025-05-15","26035","Online","N/A"
+"Cloud Computing Contest 21","IBM","Data Science","Embedded Systems, Arduino","Advanced","2025-04-25","2025-05-25","11925","Online","N/A"
+"Data Science League 14","Hackerearth","Machine Learning","Python, TensorFlow, Scikit-Learn","Beginner","2025-04-06","2025-05-03","18954","Online","N/A"
+"ML Hack 3","Facebook","Cybersecurity","JavaScript, React, Node.js","Beginner","2025-03-27","2025-04-04","4842","Offline","Berlin"
+"Blockchain Battle 30","IBM","Machine Learning","Embedded Systems, Arduino","Advanced","2025-03-26","2025-04-12","32021","Offline","Bangalore"
+"Web Dev Sprint 55","Facebook","IoT","AWS, Docker, Kubernetes","Intermediate","2025-04-26","2025-05-14","26417","Online","N/A"
+"IoT Innovators 94","IBM","Data Science","Embedded Systems, Arduino","Advanced","2025-03-28","2025-04-23","44476","Online","N/A"
+"IoT Innovators 17","Hackerearth","Machine Learning","JavaScript, React, Node.js","Beginner","2025-04-27","2025-05-16","36100","Offline","New York"
+"Game Jam 13","Google","Machine Learning","JavaScript, React, Node.js","Beginner","2025-04-18","2025-05-04","2758","Online","N/A"
+"CodeFest 18","Google","Web Development","SQL, Pandas, NumPy","Advanced","2025-04-04","2025-04-25","22609","Online","N/A"
+"AI Challenge 6","Hackerearth","AI","Python, TensorFlow, Scikit-Learn","Beginner","2025-03-22","2025-04-09","5735","Offline","Berlin"
+"Web Dev Sprint 99","MLH","Blockchain","JavaScript, React, Node.js","Advanced","2025-03-25","2025-04-19","39879","Offline","San Francisco"
+"Cloud Computing Contest 4","Google","AI","Embedded Systems, Arduino","Intermediate","2025-04-20","2025-05-02","6876","Online","N/A"
+"Data Science League 87","Hackerearth","AI","JavaScript, React, Node.js","Intermediate","2025-04-20","2025-05-08","37942","Offline","Bangalore"
+"Blockchain Battle 69","MLH","Cybersecurity","AWS, Docker, Kubernetes","Advanced","2025-03-14","2025-04-03","47394","Online","N/A"
+"CodeFest 19","Microsoft","Cybersecurity","Solidity, Smart Contracts","Advanced","2025-04-22","2025-04-30","45864","Offline","Berlin"
+"Data Science League 33","Microsoft","IoT","AWS, Docker, Kubernetes","Beginner","2025-04-29","2025-05-12","29768","Online","N/A"
+"Game Jam 27","Devpost","Machine Learning","C++, Ethical Hacking","Intermediate","2025-03-19","2025-04-15","12978","Offline","Remote"
+"Blockchain Battle 81","Devpost","Data Science","Embedded Systems, Arduino","Beginner","2025-03-31","2025-04-29","5930","Offline","San Francisco"
+"Cloud Computing Contest 91","MLH","Blockchain","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-21","2025-05-08","41146","Offline","San Francisco"
+"Cloud Computing Contest 49","Google","Blockchain","Embedded Systems, Arduino","Intermediate","2025-04-21","2025-05-08","18690","Offline","Bangalore"
+"CyberDefenders 72","Devpost","Data Science","Python, TensorFlow, Scikit-Learn","Beginner","2025-05-03","2025-05-30","37488","Online","N/A"
+"Web Dev Sprint 94","Microsoft","Machine Learning","SQL, Pandas, NumPy","Intermediate","2025-04-10","2025-04-28","40282","Offline","Remote"
+"IoT Innovators 93","IBM","Machine Learning","AWS, Docker, Kubernetes","Beginner","2025-04-11","2025-05-08","8527","Offline","San Francisco"
+"Game Jam 51","Hackerearth","IoT","Python, TensorFlow, Scikit-Learn","Intermediate","2025-03-21","2025-04-09","15047","Online","N/A"
+"CodeFest 1","Devpost","Blockchain","C++, Ethical Hacking","Intermediate","2025-03-19","2025-04-06","33224","Offline","Remote"
+"IoT Innovators 3","Facebook","Cloud Computing","Python, TensorFlow, Scikit-Learn","Advanced","2025-05-03","2025-05-22","4051","Online","N/A"
+"Cloud Computing Contest 8","IBM","Cybersecurity","Unity, C#","Beginner","2025-04-29","2025-05-11","18175","Online","N/A"
+"IoT Innovators 63","Google","Blockchain","C++, Ethical Hacking","Intermediate","2025-03-20","2025-04-10","12800","Offline","Bangalore"
+"IoT Innovators 52","MLH","Cybersecurity","JavaScript, React, Node.js","Beginner","2025-03-15","2025-03-22","21630","Offline","Berlin"
+"Game Jam 8","OpenAI","Blockchain","Unity, C#","Beginner","2025-05-03","2025-05-14","13262","Online","N/A"
+"CyberDefenders 55","Google","Cloud Computing","SQL, Pandas, NumPy","Advanced","2025-04-27","2025-05-27","21635","Online","N/A"
+"CodeFest 94","Microsoft","Machine Learning","JavaScript, React, Node.js","Intermediate","2025-04-06","2025-04-22","37564","Online","N/A"
+"Web Dev Sprint 41","IBM","Cybersecurity","AWS, Docker, Kubernetes","Intermediate","2025-04-14","2025-04-29","34893","Offline","Bangalore"
+"Data Science League 20","IBM","Blockchain","Python, TensorFlow, Scikit-Learn","Intermediate","2025-04-23","2025-05-06","17416","Online","N/A"
+"CodeFest 96","Microsoft","Cybersecurity","SQL, Pandas, NumPy","Advanced","2025-04-09","2025-04-19","23124","Online","N/A"
+"Data Science League 63","Devpost","Data Science","C++, Ethical Hacking","Intermediate","2025-03-20","2025-04-02","41970","Online","N/A"
+"CyberDefenders 22","IBM","AI","C++, Ethical Hacking","Beginner","2025-04-11","2025-04-25","3227","Offline","Bangalore"
+"Cloud Computing Contest 61","Devpost","Machine Learning","JavaScript, React, Node.js","Intermediate","2025-04-08","2025-05-07","30933","Online","N/A"
+"AI Challenge 83","OpenAI","Data Science","C++, Ethical Hacking","Beginner","2025-05-04","2025-05-18","49274","Online","N/A"
+"Cloud Computing Contest 47","Facebook","Web Development","SQL, Pandas, NumPy","Intermediate","2025-03-13","2025-04-02","32707","Online","N/A"
+"Game Jam 33","Topcoder","Game Development","Python, TensorFlow, Scikit-Learn","Intermediate","2025-03-12","2025-04-06","26207","Offline","London"
+"Web Dev Sprint 86","Microsoft","AI","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-14","2025-04-23","4492","Offline","Bangalore"
+"Blockchain Battle 94","Microsoft","Data Science","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-02","2025-04-24","35504","Online","N/A"
+"Data Science League 39","Devpost","Cybersecurity","Embedded Systems, Arduino","Advanced","2025-03-12","2025-04-10","27619","Online","N/A"
+"Web Dev Sprint 70","Devpost","Cybersecurity","AWS, Docker, Kubernetes","Intermediate","2025-03-13","2025-03-21","35608","Offline","Bangalore"
+"ML Hack 88","Google","Cloud Computing","Embedded Systems, Arduino","Intermediate","2025-05-01","2025-05-17","39491","Offline","Remote"
+"ML Hack 39","IBM","Cloud Computing","Solidity, Smart Contracts","Advanced","2025-04-07","2025-04-21","38661","Offline","Berlin"
+"Web Dev Sprint 27","Facebook","Cybersecurity","Embedded Systems, Arduino","Beginner","2025-03-12","2025-03-28","24689","Offline","San Francisco"
+"CyberDefenders 85","Devpost","Data Science","JavaScript, React, Node.js","Advanced","2025-04-19","2025-05-19","11370","Online","N/A"
+"Data Science League 10","Google","Game Development","Python, TensorFlow, Scikit-Learn","Advanced","2025-03-28","2025-04-08","13716","Online","N/A"
+"ML Hack 38","MLH","AI","Embedded Systems, Arduino","Intermediate","2025-04-23","2025-05-07","43724","Online","N/A"
+"Data Science League 39","Facebook","Machine Learning","Unity, C#","Beginner","2025-03-24","2025-04-03","43830","Online","N/A"
+"ML Hack 47","MLH","Data Science","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-06","2025-04-13","8671","Online","N/A"
+"Blockchain Battle 71","Hackerearth","Web Development","JavaScript, React, Node.js","Intermediate","2025-04-02","2025-04-09","11174","Offline","New York"
+"Blockchain Battle 98","Hackerearth","Data Science","C++, Ethical Hacking","Intermediate","2025-04-23","2025-05-15","26600","Online","N/A"
+"Blockchain Battle 42","Google","AI","Embedded Systems, Arduino","Advanced","2025-04-26","2025-05-21","8240","Offline","San Francisco"
+"IoT Innovators 77","Google","Game Development","JavaScript, React, Node.js","Advanced","2025-04-07","2025-04-29","41219","Offline","London"
+"ML Hack 58","IBM","Game Development","Solidity, Smart Contracts","Advanced","2025-03-29","2025-04-10","4371","Online","N/A"
+"ML Hack 84","Facebook","Cloud Computing","SQL, Pandas, NumPy","Beginner","2025-03-22","2025-03-31","42094","Online","N/A"
+"Web Dev Sprint 3","Topcoder","Cybersecurity","C++, Ethical Hacking","Beginner","2025-04-05","2025-04-13","43753","Online","N/A"
+"ML Hack 50","Topcoder","Web Development","Unity, C#","Advanced","2025-03-17","2025-04-13","44789","Online","N/A"
+"Blockchain Battle 82","Facebook","Blockchain","Solidity, Smart Contracts","Intermediate","2025-04-26","2025-05-07","44921","Online","N/A"
+"Cloud Computing Contest 33","Topcoder","Data Science","C++, Ethical Hacking","Beginner","2025-03-16","2025-04-12","32632","Online","N/A"
+"CodeFest 38","IBM","Data Science","Solidity, Smart Contracts","Intermediate","2025-04-14","2025-05-11","49813","Offline","San Francisco"
+"CyberDefenders 51","MLH","Data Science","SQL, Pandas, NumPy","Beginner","2025-04-07","2025-05-06","24160","Offline","San Francisco"
+"Cloud Computing Contest 82","Facebook","IoT","AWS, Docker, Kubernetes","Advanced","2025-04-07","2025-04-19","2337","Online","N/A"
+"AI Challenge 13","OpenAI","Blockchain","JavaScript, React, Node.js","Beginner","2025-04-19","2025-05-05","32329","Online","N/A"
+"Data Science League 33","MLH","Game Development","Unity, C#","Intermediate","2025-04-05","2025-04-17","2464","Online","N/A"
+"CodeFest 48","Microsoft","Machine Learning","JavaScript, React, Node.js","Intermediate","2025-03-23","2025-04-07","2211","Offline","San Francisco"
+"Data Science League 71","IBM","Data Science","Unity, C#","Beginner","2025-03-23","2025-04-18","42966","Online","N/A"
+"CodeFest 16","IBM","Cybersecurity","Unity, C#","Advanced","2025-04-14","2025-05-09","29287","Offline","New York"
+"Data Science League 3","Facebook","Web Development","SQL, Pandas, NumPy","Intermediate","2025-03-16","2025-04-15","37610","Online","N/A"
+"ML Hack 77","Facebook","Web Development","C++, Ethical Hacking","Intermediate","2025-04-03","2025-05-02","7877","Online","N/A"
+"Cloud Computing Contest 78","Microsoft","Blockchain","JavaScript, React, Node.js","Beginner","2025-03-31","2025-04-28","16676","Offline","Remote"
+"ML Hack 84","Hackerearth","Machine Learning","Python, TensorFlow, Scikit-Learn","Beginner","2025-03-30","2025-04-12","21720","Online","N/A"
+"Web Dev Sprint 76","Topcoder","Blockchain","Embedded Systems, Arduino","Intermediate","2025-04-21","2025-04-30","1629","Online","N/A"
+"Cloud Computing Contest 88","Google","IoT","JavaScript, React, Node.js","Beginner","2025-03-25","2025-04-01","6532","Online","N/A"
+"Blockchain Battle 34","Hackerearth","Web Development","Embedded Systems, Arduino","Intermediate","2025-04-11","2025-05-03","18645","Online","N/A"
+"CyberDefenders 45","MLH","Data Science","AWS, Docker, Kubernetes","Beginner","2025-03-22","2025-04-16","12028","Online","N/A"
+"Web Dev Sprint 42","Topcoder","Web Development","C++, Ethical Hacking","Advanced","2025-04-07","2025-05-07","39887","Offline","Berlin"
+"Blockchain Battle 13","Devpost","IoT","JavaScript, React, Node.js","Beginner","2025-04-14","2025-04-21","23444","Online","N/A"
+"CodeFest 11","Microsoft","AI","SQL, Pandas, NumPy","Beginner","2025-04-20","2025-05-04","36417","Online","N/A"
+"Blockchain Battle 28","OpenAI","Machine Learning","C++, Ethical Hacking","Intermediate","2025-04-03","2025-04-26","11015","Online","N/A"
+"IoT Innovators 54","IBM","AI","SQL, Pandas, NumPy","Beginner","2025-03-25","2025-04-04","9540","Online","N/A"
+"Web Dev Sprint 52","Hackerearth","AI","AWS, Docker, Kubernetes","Advanced","2025-03-17","2025-03-26","18948","Online","N/A"
+"Data Science League 82","MLH","Web Development","Unity, C#","Beginner","2025-04-26","2025-05-14","26729","Online","N/A"
+"IoT Innovators 21","Microsoft","Data Science","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-22","2025-05-02","47067","Online","N/A"
+"Web Dev Sprint 3","Hackerearth","Cybersecurity","Embedded Systems, Arduino","Beginner","2025-04-10","2025-05-10","28378","Offline","Bangalore"
+"Web Dev Sprint 38","Facebook","AI","Solidity, Smart Contracts","Intermediate","2025-03-25","2025-04-19","23850","Online","N/A"
+"Blockchain Battle 84","IBM","Machine Learning","Embedded Systems, Arduino","Intermediate","2025-03-13","2025-04-11","44071","Offline","Remote"
+"CodeFest 39","Microsoft","Cybersecurity","SQL, Pandas, NumPy","Beginner","2025-04-26","2025-05-21","9253","Online","N/A"
+"ML Hack 46","Topcoder","IoT","Solidity, Smart Contracts","Beginner","2025-04-03","2025-04-18","15491","Online","N/A"
+"CyberDefenders 71","Topcoder","Cybersecurity","Python, TensorFlow, Scikit-Learn","Advanced","2025-05-03","2025-05-16","29894","Offline","San Francisco"
+"IoT Innovators 92","Hackerearth","Game Development","C++, Ethical Hacking","Beginner","2025-04-18","2025-05-16","33679","Online","N/A"
+"Data Science League 7","Google","Blockchain","Solidity, Smart Contracts","Intermediate","2025-04-07","2025-05-06","47341","Offline","Berlin"
+"Data Science League 12","Microsoft","IoT","Solidity, Smart Contracts","Beginner","2025-04-28","2025-05-11","15106","Offline","Bangalore"
+"Data Science League 49","Facebook","IoT","Unity, C#","Intermediate","2025-03-29","2025-04-07","43035","Online","N/A"
+"Web Dev Sprint 88","Hackerearth","Cybersecurity","C++, Ethical Hacking","Intermediate","2025-04-12","2025-05-03","24752","Online","N/A"
+"Data Science League 58","Google","Cybersecurity","AWS, Docker, Kubernetes","Intermediate","2025-04-05","2025-04-21","18310","Offline","New York"
+"AI Challenge 36","Facebook","Game Development","SQL, Pandas, NumPy","Advanced","2025-05-03","2025-05-11","5914","Online","N/A"
+"CyberDefenders 50","Facebook","Web Development","Unity, C#","Beginner","2025-04-08","2025-04-21","44705","Offline","London"
+"Blockchain Battle 14","OpenAI","AI","Embedded Systems, Arduino","Intermediate","2025-03-15","2025-04-11","44587","Offline","San Francisco"
+"Cloud Computing Contest 66","IBM","Data Science","Embedded Systems, Arduino","Beginner","2025-04-30","2025-05-17","36173","Online","N/A"
+"Blockchain Battle 11","Devpost","Cybersecurity","C++, Ethical Hacking","Intermediate","2025-03-26","2025-04-14","27280","Online","N/A"
+"Data Science League 62","OpenAI","Game Development","SQL, Pandas, NumPy","Beginner","2025-04-27","2025-05-12","43377","Offline","New York"
+"AI Challenge 39","Topcoder","Game Development","Python, TensorFlow, Scikit-Learn","Beginner","2025-04-20","2025-05-18","41898","Online","N/A"
+"Game Jam 67","Devpost","Cybersecurity","Embedded Systems, Arduino","Intermediate","2025-04-27","2025-05-22","40098","Online","N/A"
+"AI Challenge 64","Facebook","Blockchain","AWS, Docker, Kubernetes","Intermediate","2025-05-02","2025-05-30","14534","Offline","Berlin"
+"AI Challenge 54","Devpost","Blockchain","Embedded Systems, Arduino","Intermediate","2025-04-01","2025-04-29","23096","Online","N/A"
+"Blockchain Battle 53","MLH","Game Development","C++, Ethical Hacking","Advanced","2025-03-20","2025-04-08","33933","Offline","Berlin"
+"ML Hack 56","OpenAI","Game Development","C++, Ethical Hacking","Intermediate","2025-05-06","2025-05-25","39664","Online","N/A"
+"CodeFest 71","Microsoft","Cloud Computing","Unity, C#","Advanced","2025-04-28","2025-05-27","37026","Offline","Remote"
+"ML Hack 36","Topcoder","Cybersecurity","Python, TensorFlow, Scikit-Learn","Intermediate","2025-04-29","2025-05-27","45032","Offline","New York"
+"Web Dev Sprint 42","IBM","Machine Learning","C++, Ethical Hacking","Beginner","2025-03-16","2025-03-24","23749","Online","N/A"
+"CodeFest 36","Microsoft","Machine Learning","Embedded Systems, Arduino","Intermediate","2025-04-17","2025-05-01","18549","Online","N/A"
+"Blockchain Battle 59","Microsoft","Game Development","JavaScript, React, Node.js","Intermediate","2025-04-17","2025-05-02","9572","Online","N/A"
+"Web Dev Sprint 47","Facebook","Blockchain","SQL, Pandas, NumPy","Intermediate","2025-03-21","2025-03-28","11201","Online","N/A"
+"CyberDefenders 37","Google","Machine Learning","JavaScript, React, Node.js","Intermediate","2025-03-15","2025-04-11","22974","Offline","New York"
+"Cloud Computing Contest 7","Devpost","Cloud Computing","AWS, Docker, Kubernetes","Intermediate","2025-04-11","2025-05-06","2988","Online","N/A"
+"Cloud Computing Contest 81","Facebook","Machine Learning","Embedded Systems, Arduino","Advanced","2025-04-07","2025-04-23","29933","Offline","Berlin"
+"Web Dev Sprint 83","OpenAI","Web Development","Solidity, Smart Contracts","Intermediate","2025-04-19","2025-04-26","19806","Online","N/A"
+"IoT Innovators 99","OpenAI","IoT","SQL, Pandas, NumPy","Advanced","2025-03-14","2025-04-01","24860","Offline","San Francisco"
+"CyberDefenders 27","IBM","Data Science","Unity, C#","Intermediate","2025-03-21","2025-03-31","49890","Online","N/A"
+"CyberDefenders 11","IBM","Machine Learning","Embedded Systems, Arduino","Beginner","2025-03-13","2025-04-08","10325","Offline","Berlin"
+"Cloud Computing Contest 35","Microsoft","Web Development","Embedded Systems, Arduino","Advanced","2025-05-01","2025-05-09","44740","Online","N/A"
+"Cloud Computing Contest 58","Microsoft","Game Development","JavaScript, React, Node.js","Intermediate","2025-04-03","2025-04-16","1744","Online","N/A"
+"CyberDefenders 6","MLH","IoT","SQL, Pandas, NumPy","Intermediate","2025-04-07","2025-04-18","43172","Online","N/A"
+"ML Hack 66","IBM","Blockchain","Unity, C#","Advanced","2025-04-15","2025-05-09","21882","Online","N/A"
+"Cloud Computing Contest 31","Facebook","IoT","Unity, C#","Beginner","2025-05-06","2025-05-23","18693","Offline","Remote"
+"Cloud Computing Contest 80","IBM","Web Development","Solidity, Smart Contracts","Beginner","2025-03-29","2025-04-19","43384","Offline","Berlin"
+"Web Dev Sprint 5","Topcoder","Web Development","Solidity, Smart Contracts","Beginner","2025-04-16","2025-05-10","7693","Online","N/A"
+"Data Science League 7","Topcoder","AI","SQL, Pandas, NumPy","Advanced","2025-04-11","2025-05-10","47274","Online","N/A"
+"CyberDefenders 75","Microsoft","Cybersecurity","C++, Ethical Hacking","Beginner","2025-04-01","2025-05-01","26525","Offline","New York"
+"Cloud Computing Contest 1","OpenAI","Blockchain","Embedded Systems, Arduino","Intermediate","2025-03-23","2025-04-22","18228","Offline","Remote"
+"AI Challenge 82","Facebook","Machine Learning","Embedded Systems, Arduino","Intermediate","2025-04-28","2025-05-08","15404","Online","N/A"
+"Game Jam 66","Devpost","IoT","Solidity, Smart Contracts","Advanced","2025-03-26","2025-04-05","43397","Online","N/A"
+"Data Science League 64","Devpost","Cloud Computing","Python, TensorFlow, Scikit-Learn","Intermediate","2025-04-27","2025-05-07","41675","Online","N/A"
+"Cloud Computing Contest 26","Facebook","AI","Python, TensorFlow, Scikit-Learn","Beginner","2025-04-12","2025-04-26","15897","Offline","Berlin"
+"CyberDefenders 59","MLH","Cloud Computing","JavaScript, React, Node.js","Beginner","2025-04-15","2025-04-25","20848","Online","N/A"
+"Web Dev Sprint 51","Devpost","Cybersecurity","AWS, Docker, Kubernetes","Advanced","2025-04-06","2025-05-04","49882","Online","N/A"
+"IoT Innovators 31","Facebook","Machine Learning","Solidity, Smart Contracts","Intermediate","2025-04-29","2025-05-11","4896","Online","N/A"
+"AI Challenge 19","Google","Machine Learning","JavaScript, React, Node.js","Advanced","2025-04-02","2025-05-01","44837","Online","N/A"
+"Data Science League 31","IBM","Data Science","Unity, C#","Intermediate","2025-04-07","2025-04-17","3542","Online","N/A"
+"CyberDefenders 43","Hackerearth","Machine Learning","Python, TensorFlow, Scikit-Learn","Intermediate","2025-03-19","2025-04-08","6542","Offline","New York"
+"IoT Innovators 4","Devpost","IoT","C++, Ethical Hacking","Beginner","2025-04-18","2025-04-26","2363","Offline","New York"
+"Web Dev Sprint 61","OpenAI","IoT","Python, TensorFlow, Scikit-Learn","Intermediate","2025-04-30","2025-05-20","18003","Offline","San Francisco"
+"CodeFest 20","MLH","Cybersecurity","C++, Ethical Hacking","Beginner","2025-03-13","2025-04-07","4874","Online","N/A"
+"ML Hack 44","IBM","Blockchain","JavaScript, React, Node.js","Intermediate","2025-03-16","2025-03-28","29471","Online","N/A"
+"CodeFest 24","MLH","Blockchain","Solidity, Smart Contracts","Beginner","2025-04-23","2025-05-08","6194","Online","N/A"
+"CodeFest 80","Topcoder","Web Development","Embedded Systems, Arduino","Intermediate","2025-03-31","2025-04-21","33834","Online","N/A"
+"AI Challenge 50","Hackerearth","AI","Embedded Systems, Arduino","Beginner","2025-04-15","2025-05-12","4809","Offline","New York"
+"Web Dev Sprint 29","IBM","Web Development","C++, Ethical Hacking","Advanced","2025-04-10","2025-05-01","49710","Online","N/A"
+"Game Jam 70","Devpost","Machine Learning","Embedded Systems, Arduino","Beginner","2025-05-06","2025-05-15","13037","Online","N/A"
+"CyberDefenders 94","IBM","Data Science","AWS, Docker, Kubernetes","Beginner","2025-04-04","2025-05-03","42533","Online","N/A"
+"Web Dev Sprint 44","Facebook","Data Science","JavaScript, React, Node.js","Advanced","2025-03-18","2025-04-07","33234","Offline","New York"
+"AI Challenge 61","Facebook","Machine Learning","Python, TensorFlow, Scikit-Learn","Advanced","2025-03-19","2025-04-17","23619","Online","N/A"
+"CodeFest 98","MLH","Game Development","AWS, Docker, Kubernetes","Intermediate","2025-04-30","2025-05-14","20338","Offline","Bangalore"
+"Game Jam 24","Devpost","IoT","C++, Ethical Hacking","Beginner","2025-05-02","2025-05-26","35140","Offline","London"
+"Game Jam 69","Microsoft","Blockchain","AWS, Docker, Kubernetes","Advanced","2025-04-01","2025-04-29","35461","Offline","San Francisco"
+"IoT Innovators 88","Hackerearth","Game Development","C++, Ethical Hacking","Beginner","2025-03-18","2025-04-04","19655","Offline","New York"
+"Data Science League 84","IBM","Web Development","JavaScript, React, Node.js","Beginner","2025-05-04","2025-05-23","11674","Offline","Remote"
+"CodeFest 66","Devpost","Web Development","AWS, Docker, Kubernetes","Intermediate","2025-04-12","2025-05-10","11204","Online","N/A"
+"Web Dev Sprint 44","Google","Cybersecurity","SQL, Pandas, NumPy","Advanced","2025-05-03","2025-05-27","26983","Offline","New York"
+"Cloud Computing Contest 54","Hackerearth","AI","Python, TensorFlow, Scikit-Learn","Intermediate","2025-04-30","2025-05-26","38863","Online","N/A"
+"IoT Innovators 46","Google","Web Development","Unity, C#","Beginner","2025-03-28","2025-04-12","14577","Online","N/A"
+"Web Dev Sprint 35","Devpost","Cybersecurity","Unity, C#","Intermediate","2025-04-11","2025-04-25","7162","Online","N/A"
+"ML Hack 80","Microsoft","Blockchain","AWS, Docker, Kubernetes","Intermediate","2025-04-17","2025-05-04","33635","Offline","San Francisco"
+"CodeFest 80","Microsoft","Blockchain","Embedded Systems, Arduino","Intermediate","2025-04-26","2025-05-07","10743","Offline","Bangalore"
+"CodeFest 99","Google","Data Science","SQL, Pandas, NumPy","Beginner","2025-05-04","2025-05-26","8188","Offline","Berlin"
+"CodeFest 37","IBM","Web Development","AWS, Docker, Kubernetes","Advanced","2025-03-31","2025-04-10","26669","Online","N/A"
+"AI Challenge 6","Topcoder","Web Development","C++, Ethical Hacking","Beginner","2025-03-24","2025-04-23","33456","Offline","Remote"
+"Web Dev Sprint 72","Google","AI","SQL, Pandas, NumPy","Beginner","2025-04-26","2025-05-18","30083","Offline","San Francisco"
+"Game Jam 51","MLH","Cloud Computing","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-03","2025-04-25","4145","Offline","Berlin"
+"Web Dev Sprint 83","Facebook","Cybersecurity","C++, Ethical Hacking","Advanced","2025-04-03","2025-04-15","46867","Online","N/A"
+"CyberDefenders 68","Google","Web Development","C++, Ethical Hacking","Advanced","2025-03-18","2025-04-17","6897","Offline","Berlin"
+"AI Challenge 62","Topcoder","Blockchain","AWS, Docker, Kubernetes","Beginner","2025-04-17","2025-05-08","36106","Online","N/A"
+"Cloud Computing Contest 22","Devpost","Blockchain","JavaScript, React, Node.js","Advanced","2025-04-01","2025-04-22","9819","Online","N/A"
+"CodeFest 80","Topcoder","Game Development","JavaScript, React, Node.js","Intermediate","2025-04-09","2025-04-25","34057","Online","N/A"
+"CodeFest 46","Facebook","AI","Solidity, Smart Contracts","Intermediate","2025-03-22","2025-04-05","35985","Offline","Berlin"
+"Data Science League 98","Google","IoT","AWS, Docker, Kubernetes","Intermediate","2025-03-29","2025-04-23","13812","Offline","London"
+"Blockchain Battle 4","Microsoft","Web Development","Embedded Systems, Arduino","Beginner","2025-05-02","2025-05-23","42913","Online","N/A"
+"CyberDefenders 97","MLH","Cybersecurity","JavaScript, React, Node.js","Beginner","2025-04-27","2025-05-19","14220","Offline","San Francisco"
+"IoT Innovators 98","Google","Machine Learning","Python, TensorFlow, Scikit-Learn","Intermediate","2025-04-08","2025-05-03","32318","Offline","New York"
+"CyberDefenders 86","Google","Web Development","AWS, Docker, Kubernetes","Intermediate","2025-03-25","2025-04-22","43036","Online","N/A"
+"Cloud Computing Contest 27","Devpost","AI","Embedded Systems, Arduino","Beginner","2025-05-01","2025-05-11","42458","Online","N/A"
+"Cloud Computing Contest 34","Topcoder","Web Development","Embedded Systems, Arduino","Advanced","2025-04-15","2025-05-10","24872","Online","N/A"
+"AI Challenge 33","Topcoder","Cybersecurity","AWS, Docker, Kubernetes","Intermediate","2025-04-08","2025-04-22","2208","Offline","Berlin"
+"Web Dev Sprint 45","Hackerearth","Web Development","Solidity, Smart Contracts","Intermediate","2025-04-11","2025-05-07","20619","Offline","San Francisco"
+"IoT Innovators 90","OpenAI","AI","Embedded Systems, Arduino","Beginner","2025-04-22","2025-05-13","1875","Offline","London"
+"CodeFest 43","Google","Cloud Computing","SQL, Pandas, NumPy","Intermediate","2025-04-13","2025-04-23","47368","Offline","Berlin"
+"Cloud Computing Contest 48","Hackerearth","Game Development","JavaScript, React, Node.js","Intermediate","2025-03-29","2025-04-08","17914","Online","N/A"
+"CodeFest 20","IBM","Cybersecurity","C++, Ethical Hacking","Intermediate","2025-03-31","2025-04-30","41023","Online","N/A"
+"CyberDefenders 64","IBM","Web Development","AWS, Docker, Kubernetes","Advanced","2025-03-14","2025-03-29","7086","Online","N/A"
+"Web Dev Sprint 43","Devpost","Blockchain","Python, TensorFlow, Scikit-Learn","Intermediate","2025-03-16","2025-04-11","5887","Offline","London"
+"CodeFest 8","Google","Blockchain","Embedded Systems, Arduino","Advanced","2025-04-30","2025-05-23","14297","Offline","New York"
+"Cloud Computing Contest 11","Topcoder","Blockchain","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-29","2025-05-28","5724","Offline","San Francisco"
+"Blockchain Battle 90","MLH","Cybersecurity","JavaScript, React, Node.js","Intermediate","2025-04-26","2025-05-03","49786","Online","N/A"
+"CyberDefenders 44","Facebook","Data Science","JavaScript, React, Node.js","Intermediate","2025-04-01","2025-04-23","6789","Online","N/A"
+"AI Challenge 2","Microsoft","Data Science","Embedded Systems, Arduino","Beginner","2025-04-22","2025-05-03","8547","Online","N/A"
+"AI Challenge 75","Devpost","AI","AWS, Docker, Kubernetes","Beginner","2025-05-02","2025-05-21","23137","Offline","Berlin"
+"IoT Innovators 70","MLH","Machine Learning","Unity, C#","Advanced","2025-03-29","2025-04-17","34956","Offline","Remote"
+"Data Science League 44","Microsoft","Blockchain","Solidity, Smart Contracts","Advanced","2025-03-17","2025-04-16","21743","Offline","San Francisco"
+"ML Hack 24","IBM","Cloud Computing","Solidity, Smart Contracts","Intermediate","2025-04-13","2025-04-29","1729","Online","N/A"
+"IoT Innovators 61","Google","Cybersecurity","Embedded Systems, Arduino","Beginner","2025-04-20","2025-05-14","42208","Offline","Berlin"
+"Blockchain Battle 15","Topcoder","IoT","C++, Ethical Hacking","Beginner","2025-04-05","2025-04-21","27815","Offline","San Francisco"
+"ML Hack 1","Google","Machine Learning","Solidity, Smart Contracts","Beginner","2025-03-14","2025-03-23","36294","Offline","New York"
+"IoT Innovators 57","Microsoft","Cybersecurity","Solidity, Smart Contracts","Intermediate","2025-03-15","2025-04-04","27918","Online","N/A"
+"Game Jam 21","Facebook","Data Science","JavaScript, React, Node.js","Advanced","2025-03-16","2025-04-02","8857","Online","N/A"
+"CyberDefenders 56","MLH","Web Development","SQL, Pandas, NumPy","Advanced","2025-03-24","2025-04-16","31707","Online","N/A"
+"CodeFest 36","OpenAI","Game Development","AWS, Docker, Kubernetes","Intermediate","2025-03-27","2025-04-23","43020","Online","N/A"
+"ML Hack 74","Facebook","Game Development","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-13","2025-05-12","25543","Online","N/A"
+"Blockchain Battle 31","IBM","Machine Learning","SQL, Pandas, NumPy","Advanced","2025-04-04","2025-04-30","7150","Offline","Remote"
+"Blockchain Battle 42","Hackerearth","AI","Python, TensorFlow, Scikit-Learn","Intermediate","2025-03-22","2025-04-07","40104","Online","N/A"
+"ML Hack 20","Topcoder","Game Development","SQL, Pandas, NumPy","Beginner","2025-03-29","2025-04-16","29144","Online","N/A"
+"CyberDefenders 99","Hackerearth","Cybersecurity","Embedded Systems, Arduino","Intermediate","2025-04-23","2025-05-11","37123","Online","N/A"
+"AI Challenge 64","Facebook","Cloud Computing","Unity, C#","Beginner","2025-05-02","2025-05-21","14768","Online","N/A"
+"Blockchain Battle 69","MLH","Web Development","C++, Ethical Hacking","Beginner","2025-04-21","2025-05-05","46598","Offline","London"
+"Data Science League 39","MLH","Cybersecurity","Embedded Systems, Arduino","Intermediate","2025-03-28","2025-04-23","25165","Online","N/A"
+"ML Hack 28","Google","IoT","Solidity, Smart Contracts","Advanced","2025-05-04","2025-06-01","17990","Online","N/A"
+"Web Dev Sprint 90","Google","Cloud Computing","Python, TensorFlow, Scikit-Learn","Beginner","2025-04-13","2025-05-06","17422","Offline","Berlin"
+"ML Hack 75","OpenAI","Machine Learning","JavaScript, React, Node.js","Intermediate","2025-03-15","2025-03-26","20167","Online","N/A"
+"CodeFest 32","MLH","Blockchain","SQL, Pandas, NumPy","Intermediate","2025-04-13","2025-04-27","29055","Online","N/A"
+"AI Challenge 43","MLH","Data Science","AWS, Docker, Kubernetes","Advanced","2025-04-26","2025-05-08","24861","Online","N/A"
+"CyberDefenders 62","IBM","Cloud Computing","Embedded Systems, Arduino","Intermediate","2025-04-13","2025-05-10","36776","Online","N/A"
+"Game Jam 56","MLH","Game Development","SQL, Pandas, NumPy","Beginner","2025-04-20","2025-05-02","47496","Offline","Berlin"
+"Blockchain Battle 69","OpenAI","Game Development","Embedded Systems, Arduino","Intermediate","2025-03-16","2025-04-12","7316","Online","N/A"
+"IoT Innovators 99","Facebook","IoT","AWS, Docker, Kubernetes","Beginner","2025-03-20","2025-04-08","23542","Online","N/A"
+"AI Challenge 70","MLH","IoT","SQL, Pandas, NumPy","Advanced","2025-04-01","2025-04-19","24940","Online","N/A"
+"Cloud Computing Contest 82","IBM","Blockchain","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-11","2025-04-30","39707","Offline","Bangalore"
+"CyberDefenders 70","Hackerearth","Game Development","C++, Ethical Hacking","Advanced","2025-05-02","2025-05-25","34980","Offline","Bangalore"
+"IoT Innovators 9","MLH","Web Development","Solidity, Smart Contracts","Advanced","2025-05-03","2025-05-14","44665","Online","N/A"
+"ML Hack 47","Google","AI","AWS, Docker, Kubernetes","Intermediate","2025-04-18","2025-05-07","25982","Online","N/A"
+"CyberDefenders 86","MLH","Web Development","Unity, C#","Intermediate","2025-03-24","2025-04-08","44880","Online","N/A"
+"CodeFest 76","IBM","Web Development","SQL, Pandas, NumPy","Beginner","2025-04-07","2025-04-22","26279","Offline","New York"
+"CyberDefenders 62","Topcoder","Data Science","AWS, Docker, Kubernetes","Beginner","2025-04-02","2025-04-20","42569","Offline","Berlin"
+"ML Hack 12","Microsoft","IoT","Python, TensorFlow, Scikit-Learn","Intermediate","2025-05-01","2025-05-25","9250","Offline","San Francisco"
+"Web Dev Sprint 10","Topcoder","AI","AWS, Docker, Kubernetes","Advanced","2025-03-24","2025-04-05","11692","Online","N/A"
+"IoT Innovators 66","Topcoder","Cloud Computing","AWS, Docker, Kubernetes","Intermediate","2025-04-18","2025-04-27","18897","Online","N/A"
+"Cloud Computing Contest 38","Google","Cloud Computing","Solidity, Smart Contracts","Beginner","2025-04-03","2025-04-23","32259","Offline","New York"
+"AI Challenge 47","Topcoder","Machine Learning","Unity, C#","Intermediate","2025-03-28","2025-04-20","45202","Online","N/A"
+"ML Hack 54","Hackerearth","Game Development","JavaScript, React, Node.js","Advanced","2025-03-21","2025-04-03","29404","Online","N/A"
+"IoT Innovators 60","Hackerearth","Cybersecurity","Unity, C#","Intermediate","2025-04-25","2025-05-16","47153","Offline","Berlin"
+"CyberDefenders 43","IBM","Web Development","Embedded Systems, Arduino","Beginner","2025-03-14","2025-03-24","40511","Offline","New York"
+"Web Dev Sprint 93","Devpost","Web Development","Solidity, Smart Contracts","Beginner","2025-04-01","2025-04-15","11497","Offline","Bangalore"
+"CyberDefenders 57","Microsoft","Data Science","C++, Ethical Hacking","Beginner","2025-03-23","2025-04-03","11370","Online","N/A"
+"Web Dev Sprint 41","Topcoder","Cloud Computing","Solidity, Smart Contracts","Advanced","2025-04-08","2025-05-05","34482","Online","N/A"
+"Data Science League 11","MLH","IoT","SQL, Pandas, NumPy","Beginner","2025-03-17","2025-04-16","26913","Offline","Remote"
+"Data Science League 49","Devpost","Game Development","AWS, Docker, Kubernetes","Advanced","2025-04-22","2025-05-03","16501","Offline","San Francisco"
+"ML Hack 75","MLH","Machine Learning","C++, Ethical Hacking","Beginner","2025-05-04","2025-06-01","9050","Offline","London"
+"Game Jam 60","Google","Machine Learning","Embedded Systems, Arduino","Advanced","2025-04-26","2025-05-26","21058","Online","N/A"
+"CyberDefenders 45","Topcoder","Data Science","SQL, Pandas, NumPy","Intermediate","2025-03-23","2025-04-06","18221","Online","N/A"
+"AI Challenge 6","Topcoder","Game Development","C++, Ethical Hacking","Intermediate","2025-03-29","2025-04-11","47684","Online","N/A"
+"Blockchain Battle 60","Google","Data Science","Unity, C#","Intermediate","2025-05-04","2025-05-23","4813","Offline","Remote"
+"Web Dev Sprint 16","Microsoft","Blockchain","Embedded Systems, Arduino","Intermediate","2025-04-05","2025-04-13","12860","Offline","London"
+"Game Jam 98","OpenAI","IoT","Embedded Systems, Arduino","Beginner","2025-03-31","2025-04-23","4065","Offline","Berlin"
+"CodeFest 95","Microsoft","Game Development","Solidity, Smart Contracts","Beginner","2025-03-28","2025-04-08","8170","Online","N/A"
+"IoT Innovators 1","Microsoft","AI","SQL, Pandas, NumPy","Advanced","2025-04-09","2025-04-24","20004","Online","N/A"
+"Blockchain Battle 88","Topcoder","Data Science","Python, TensorFlow, Scikit-Learn","Intermediate","2025-04-11","2025-04-26","18181","Offline","Bangalore"
+"ML Hack 76","Hackerearth","Game Development","Solidity, Smart Contracts","Beginner","2025-03-24","2025-04-02","49423","Online","N/A"
+"Web Dev Sprint 74","MLH","Game Development","JavaScript, React, Node.js","Beginner","2025-03-12","2025-04-06","27055","Online","N/A"
+"Cloud Computing Contest 98","OpenAI","Cybersecurity","Solidity, Smart Contracts","Advanced","2025-03-27","2025-04-07","13781","Offline","Remote"
+"Cloud Computing Contest 32","Microsoft","Data Science","AWS, Docker, Kubernetes","Advanced","2025-03-29","2025-04-17","5891","Online","N/A"
+"Web Dev Sprint 53","IBM","Cybersecurity","Python, TensorFlow, Scikit-Learn","Advanced","2025-03-12","2025-03-20","14615","Online","N/A"
+"CyberDefenders 46","Devpost","Blockchain","SQL, Pandas, NumPy","Advanced","2025-05-01","2025-05-22","28535","Offline","New York"
+"Cloud Computing Contest 92","Devpost","Game Development","Unity, C#","Advanced","2025-04-14","2025-04-29","10603","Online","N/A"
+"Cloud Computing Contest 8","MLH","Cloud Computing","SQL, Pandas, NumPy","Beginner","2025-05-06","2025-05-13","49329","Offline","San Francisco"
+"Game Jam 89","Topcoder","Cloud Computing","SQL, Pandas, NumPy","Advanced","2025-03-24","2025-04-12","15743","Offline","Bangalore"
+"ML Hack 59","Microsoft","AI","AWS, Docker, Kubernetes","Intermediate","2025-04-09","2025-04-17","30936","Online","N/A"
+"IoT Innovators 27","Hackerearth","Data Science","JavaScript, React, Node.js","Beginner","2025-04-03","2025-04-13","36841","Offline","Bangalore"
+"IoT Innovators 80","Devpost","Blockchain","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-17","2025-04-29","28689","Offline","New York"
+"Data Science League 28","IBM","Cloud Computing","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-08","2025-04-23","2740","Offline","Berlin"
+"Blockchain Battle 94","IBM","Machine Learning","SQL, Pandas, NumPy","Beginner","2025-04-07","2025-04-25","13645","Offline","New York"
+"Web Dev Sprint 73","MLH","AI","AWS, Docker, Kubernetes","Advanced","2025-03-13","2025-03-30","49347","Online","N/A"
+"CodeFest 43","IBM","AI","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-15","2025-05-10","27942","Online","N/A"
+"Data Science League 9","IBM","IoT","AWS, Docker, Kubernetes","Beginner","2025-04-21","2025-04-28","16294","Offline","London"
+"Data Science League 59","IBM","IoT","Unity, C#","Intermediate","2025-04-18","2025-05-02","5228","Online","N/A"
+"Data Science League 36","MLH","Web Development","SQL, Pandas, NumPy","Intermediate","2025-04-05","2025-04-14","32758","Online","N/A"
+"Data Science League 19","Facebook","Cybersecurity","Unity, C#","Beginner","2025-04-25","2025-05-05","13330","Offline","London"
+"Blockchain Battle 6","Facebook","Cloud Computing","Python, TensorFlow, Scikit-Learn","Beginner","2025-03-22","2025-04-09","44996","Online","N/A"
+"IoT Innovators 10","Hackerearth","Data Science","SQL, Pandas, NumPy","Advanced","2025-04-08","2025-05-07","4990","Offline","San Francisco"
+"ML Hack 60","IBM","IoT","Embedded Systems, Arduino","Intermediate","2025-04-14","2025-05-05","44386","Offline","Berlin"
+"Web Dev Sprint 93","Hackerearth","AI","AWS, Docker, Kubernetes","Advanced","2025-04-25","2025-05-03","12019","Online","N/A"
+"IoT Innovators 17","MLH","AI","SQL, Pandas, NumPy","Advanced","2025-04-12","2025-05-09","28063","Online","N/A"
+"IoT Innovators 69","Google","IoT","SQL, Pandas, NumPy","Beginner","2025-03-24","2025-04-04","31787","Online","N/A"
+"Data Science League 3","MLH","IoT","Embedded Systems, Arduino","Advanced","2025-04-22","2025-05-19","25050","Offline","Bangalore"
+"Cloud Computing Contest 59","OpenAI","Machine Learning","JavaScript, React, Node.js","Beginner","2025-03-29","2025-04-07","13220","Online","N/A"
+"Data Science League 90","MLH","AI","AWS, Docker, Kubernetes","Beginner","2025-03-19","2025-04-14","21528","Online","N/A"
+"AI Challenge 79","Hackerearth","IoT","Embedded Systems, Arduino","Intermediate","2025-03-28","2025-04-27","4048","Online","N/A"
+"CyberDefenders 4","Google","IoT","AWS, Docker, Kubernetes","Beginner","2025-03-27","2025-04-03","6223","Offline","Bangalore"
+"CodeFest 53","MLH","Data Science","SQL, Pandas, NumPy","Beginner","2025-03-27","2025-04-07","23042","Offline","Berlin"
+"AI Challenge 88","IBM","Cybersecurity","C++, Ethical Hacking","Beginner","2025-03-17","2025-03-31","19495","Online","N/A"
+"Data Science League 90","OpenAI","Data Science","SQL, Pandas, NumPy","Advanced","2025-03-26","2025-04-23","36873","Online","N/A"
+"Data Science League 61","IBM","Cybersecurity","AWS, Docker, Kubernetes","Advanced","2025-04-12","2025-04-28","12897","Offline","San Francisco"
+"Blockchain Battle 61","IBM","Machine Learning","Unity, C#","Intermediate","2025-04-23","2025-05-01","46494","Offline","Bangalore"
+"Game Jam 52","Microsoft","Blockchain","JavaScript, React, Node.js","Advanced","2025-04-06","2025-04-24","24209","Online","N/A"
+"CyberDefenders 27","Hackerearth","Game Development","JavaScript, React, Node.js","Advanced","2025-03-30","2025-04-25","42889","Offline","Bangalore"
+"ML Hack 86","Hackerearth","AI","JavaScript, React, Node.js","Advanced","2025-04-30","2025-05-30","5398","Offline","San Francisco"
+"CyberDefenders 74","OpenAI","Cloud Computing","C++, Ethical Hacking","Intermediate","2025-03-30","2025-04-07","8154","Offline","London"
+"Game Jam 3","IBM","Data Science","Unity, C#","Advanced","2025-03-22","2025-03-29","48653","Offline","New York"
+"Game Jam 25","Facebook","Web Development","Unity, C#","Beginner","2025-05-05","2025-06-03","10346","Online","N/A"
+"Game Jam 84","MLH","Web Development","Python, TensorFlow, Scikit-Learn","Intermediate","2025-03-15","2025-04-05","22649","Online","N/A"
+"Game Jam 57","OpenAI","Web Development","JavaScript, React, Node.js","Advanced","2025-04-17","2025-05-17","19328","Offline","Remote"
+"CyberDefenders 93","Microsoft","Cloud Computing","AWS, Docker, Kubernetes","Beginner","2025-04-07","2025-05-07","32362","Online","N/A"
+"CyberDefenders 1","Topcoder","Blockchain","Python, TensorFlow, Scikit-Learn","Advanced","2025-04-06","2025-04-14","37217","Online","N/A"
+"Web Dev Sprint 44","Hackerearth","Cloud Computing","JavaScript, React, Node.js","Intermediate","2025-04-26","2025-05-14","1968","Online","N/A"
+"Blockchain Battle 68","Topcoder","IoT","JavaScript, React, Node.js","Beginner","2025-04-21","2025-05-11","6366","Offline","New York"
+"Cloud Computing Contest 65","Google","Machine Learning","Solidity, Smart Contracts","Beginner","2025-03-27","2025-04-17","18851","Online","N/A"
+"CodeFest 82","Devpost","Game Development","Unity, C#","Advanced","2025-04-25","2025-05-22","3561","Online","N/A"
+"AI Challenge 36","IBM","AI","C++, Ethical Hacking","Beginner","2025-04-29","2025-05-11","47487","Online","N/A"
+"IoT Innovators 76","MLH","Machine Learning","Unity, C#","Beginner","2025-04-23","2025-05-13","9566","Offline","London"
+"Data Science League 60","MLH","Blockchain","JavaScript, React, Node.js","Advanced","2025-03-29","2025-04-17","46976","Offline","Remote"
+"Web Dev Sprint 79","Hackerearth","Cybersecurity","Unity, C#","Advanced","2025-03-25","2025-04-07","33106","Online","N/A"
+"AI Challenge 85","Google","Blockchain","Embedded Systems, Arduino","Intermediate","2025-04-15","2025-05-06","34763","Online","N/A"
+"CyberDefenders 19","OpenAI","Machine Learning","SQL, Pandas, NumPy","Intermediate","2025-03-27","2025-04-13","13950","Offline","Berlin"
+"CodeFest 24","Facebook","Web Development","Solidity, Smart Contracts","Beginner","2025-04-13","2025-05-04","9642","Online","N/A"
+"Game Jam 25","Hackerearth","Game Development","JavaScript, React, Node.js","Advanced","2025-04-27","2025-05-13","44398","Online","N/A"
+"Cloud Computing Contest 37","Facebook","Cybersecurity","Embedded Systems, Arduino","Advanced","2025-04-24","2025-05-22","44321","Offline","Remote"
+"IoT Innovators 5","Google","Game Development","Python, TensorFlow, Scikit-Learn","Intermediate","2025-04-09","2025-04-30","27795","Online","N/A"
+"CyberDefenders 5","Hackerearth","Cybersecurity","JavaScript, React, Node.js","Beginner","2025-04-04","2025-04-18","18547","Online","N/A"
+"ML Hack 99","Google","Cloud Computing","SQL, Pandas, NumPy","Beginner","2025-03-15","2025-04-03","26601","Offline","Remote"
+"CodeFest 92","MLH","Cloud Computing","AWS, Docker, Kubernetes","Intermediate","2025-03-23","2025-03-30","6281","Offline","London"
+"CodeFest 76","Facebook","AI","Unity, C#","Advanced","2025-04-19","2025-05-11","39470","Offline","Remote"
+"CyberDefenders 36","OpenAI","Machine Learning","JavaScript, React, Node.js","Intermediate","2025-04-16","2025-05-13","25788","Offline","London"
+"AI Challenge 71","Facebook","Data Science","JavaScript, React, Node.js","Intermediate","2025-03-31","2025-04-10","38701","Online","N/A"
+"Cloud Computing Contest 71","Topcoder","Blockchain","SQL, Pandas, NumPy","Beginner","2025-04-22","2025-05-12","6211","Online","N/A"
+"Web Dev Sprint 36","IBM","Game Development","C++, Ethical Hacking","Intermediate","2025-04-15","2025-05-03","15482","Offline","New York"
+"CodeFest 88","MLH","Blockchain","Embedded Systems, Arduino","Intermediate","2025-04-18","2025-05-16","12399","Offline","London"
+"Blockchain Battle 76","Google","IoT","JavaScript, React, Node.js","Advanced","2025-05-03","2025-05-29","48563","Offline","New York"
+"Cloud Computing Contest 66","Topcoder","Data Science","JavaScript, React, Node.js","Intermediate","2025-03-31","2025-04-09","31648","Offline","Remote"
+"IoT Innovators 62","Hackerearth","Data Science","Unity, C#","Beginner","2025-03-27","2025-04-22","29397","Offline","Berlin"
+"Game Jam 4","Google","Data Science","AWS, Docker, Kubernetes","Advanced","2025-03-15","2025-03-23","7319","Offline","Berlin"
+"Blockchain Battle 98","Devpost","Cloud Computing","Solidity, Smart Contracts","Intermediate","2025-04-15","2025-05-12","37295","Online","N/A"
+"ML Hack 32","Devpost","Machine Learning","Unity, C#","Beginner","2025-04-30","2025-05-20","26933","Online","N/A"
+"CodeFest 67","Topcoder","IoT","Solidity, Smart Contracts","Advanced","2025-04-20","2025-05-15","25238","Online","N/A"
+"IoT Innovators 7","Microsoft","Blockchain","SQL, Pandas, NumPy","Intermediate","2025-04-20","2025-05-14","42067","Offline","Bangalore"
+"Data Science League 77","Hackerearth","Web Development","Embedded Systems, Arduino","Advanced","2025-05-05","2025-06-03","21524","Online","N/A"
+"IoT Innovators 49","OpenAI","Blockchain","Solidity, Smart Contracts","Intermediate","2025-04-04","2025-04-19","46632","Offline","Berlin"
+"CodeFest 52","MLH","IoT","Solidity, Smart Contracts","Advanced","2025-03-29","2025-04-11","1139","Offline","Berlin"
+"Cloud Computing Contest 3","Microsoft","AI","SQL, Pandas, NumPy","Intermediate","2025-04-24","2025-05-23","10178","Offline","Berlin"
+"CodeFest 11","Hackerearth","Game Development","AWS, Docker, Kubernetes","Intermediate","2025-04-20","2025-05-20","12328","Offline","London"
+"IoT Innovators 19","Google","Cybersecurity","C++, Ethical Hacking","Beginner","2025-04-11","2025-04-24","42114","Online","N/A"
+"ML Hack 31","Google","Blockchain","AWS, Docker, Kubernetes","Advanced","2025-04-07","2025-05-06","37014","Offline","San Francisco"
+"CyberDefenders 30","OpenAI","IoT","SQL, Pandas, NumPy","Beginner","2025-03-23","2025-04-14","28243","Online","N/A"
+"Cloud Computing Contest 11","Google","Blockchain","JavaScript, React, Node.js","Intermediate","2025-03-25","2025-04-16","33457","Offline","London"
+"AI Challenge 33","Microsoft","Data Science","SQL, Pandas, NumPy","Intermediate","2025-04-25","2025-05-02","35930","Offline","San Francisco"
+"Web Dev Sprint 79","Google","IoT","JavaScript, React, Node.js","Beginner","2025-04-06","2025-04-22","34310","Offline","London"
+"IoT Innovators 81","Topcoder","Data Science","Solidity, Smart Contracts","Advanced","2025-03-20","2025-04-16","22095","Online","N/A"
+"Game Jam 55","Facebook","Machine Learning","C++, Ethical Hacking","Intermediate","2025-04-03","2025-04-14","21563","Offline","Bangalore"
+"Game Jam 34","Topcoder","Machine Learning","C++, Ethical Hacking","Intermediate","2025-04-03","2025-04-18","12467","Offline","London"
+"Web Dev Sprint 93","Google","IoT","AWS, Docker, Kubernetes","Intermediate","2025-03-14","2025-04-06","35592","Online","N/A"
+"CodeFest 35","IBM","Web Development","SQL, Pandas, NumPy","Intermediate","2025-03-19","2025-04-08","38351","Online","N/A"
+"CodeFest 88","MLH","IoT","Solidity, Smart Contracts","Intermediate","2025-04-12","2025-05-11","47790","Online","N/A"
+"Data Science League 50","Hackerearth","Game Development","C++, Ethical Hacking","Beginner","2025-03-17","2025-04-13","2537","Offline","San Francisco"
+"IoT Innovators 90","Facebook","Blockchain","Python, TensorFlow, Scikit-Learn","Intermediate","2025-04-28","2025-05-28","11004","Offline","New York"
+"CyberDefenders 5","Hackerearth","Web Development","AWS, Docker, Kubernetes","Advanced","2025-04-10","2025-05-03","38448","Online","N/A"
+"ML Hack 91","Google","Cybersecurity","JavaScript, React, Node.js","Intermediate","2025-05-01","2025-05-08","35605","Offline","Berlin"
+"ML Hack 40","Microsoft","AI","AWS, Docker, Kubernetes","Advanced","2025-03-29","2025-04-08","14881","Online","N/A"
+"Cloud Computing Contest 31","Microsoft","Cloud Computing","JavaScript, React, Node.js","Beginner","2025-03-23","2025-04-22","46184","Offline","New York"
+"AI Challenge 63","MLH","Game Development","C++, Ethical Hacking","Intermediate","2025-04-06","2025-04-30","35151","Offline","San Francisco"
+"ML Hack 85","Microsoft","Data Science","SQL, Pandas, NumPy","Intermediate","2025-03-14","2025-03-26","1491","Online","N/A"
+"Cloud Computing Contest 40","Microsoft","Cybersecurity","SQL, Pandas, NumPy","Intermediate","2025-04-23","2025-05-12","34811","Online","N/A"
+"Blockchain Battle 28","Topcoder","Machine Learning","Embedded Systems, Arduino","Advanced","2025-03-19","2025-04-01","42389","Offline","Remote"
+"Game Jam 89","IBM","Web Development","Embedded Systems, Arduino","Beginner","2025-03-14","2025-04-11","49606","Offline","Remote"
+"IoT Innovators 94","Hackerearth","Machine Learning","Unity, C#","Advanced","2025-04-08","2025-04-15","31690","Online","N/A"
+"Cloud Computing Contest 47","Devpost","Game Development","Unity, C#","Intermediate","2025-04-27","2025-05-15","15351","Offline","Berlin"
+"Cloud Computing Contest 33","Topcoder","Machine Learning","Solidity, Smart Contracts","Beginner","2025-05-01","2025-05-14","4236","Online","N/A"
+"CodeFest 51","MLH","Web Development","Unity, C#","Advanced","2025-03-30","2025-04-18","14298","Offline","Berlin"
+"Blockchain Battle 19","Topcoder","AI","JavaScript, React, Node.js","Intermediate","2025-04-16","2025-04-28","9821","Offline","New York"
+"AI Challenge 58","OpenAI","IoT","Embedded Systems, Arduino","Beginner","2025-03-13","2025-03-21","26122","Offline","Bangalore"
+"Web Dev Sprint 14","MLH","Game Development","SQL, Pandas, NumPy","Beginner","2025-05-03","2025-05-14","17689","Offline","Berlin"
+"Data Science League 5","Topcoder","Blockchain","JavaScript, React, Node.js","Beginner","2025-04-13","2025-04-20","23642","Online","N/A"
+"CyberDefenders 6","Hackerearth","Data Science","AWS, Docker, Kubernetes","Beginner","2025-05-04","2025-06-02","35110","Offline","Bangalore"
+"Game Jam 24","OpenAI","Web Development","AWS, Docker, Kubernetes","Beginner","2025-04-09","2025-04-27","18957","Offline","London"
+"CyberDefenders 78","Microsoft","Web Development","Python, TensorFlow, Scikit-Learn","Beginner","2025-04-29","2025-05-20","36791","Offline","Remote"
+"ML Hack 87","Microsoft","Blockchain","Solidity, Smart Contracts","Intermediate","2025-04-14","2025-04-21","17468","Offline","Berlin"
+"Blockchain Battle 91","OpenAI","Machine Learning","AWS, Docker, Kubernetes","Beginner","2025-03-13","2025-03-21","4917","Offline","London"

Team_Dataset.csv ADDED Viewed

	@@ -0,0 +1,501 @@

+"Team Name","Team Member","Skills"
+"Team 74","Member 3","NLP, Solidity, JavaScript, Cloud Computing, Node.js"
+"Team 34","Member 1","Python, NLP, Smart Contracts, Flask, Cybersecurity"
+"Team 72","Member 3","Ethical Hacking, Machine Learning, Cybersecurity, C++"
+"Team 71","Member 3","Data Science, NLP, Machine Learning, Blockchain"
+"Team 72","Member 4","Docker, Blockchain"
+"Team 86","Member 5","TensorFlow, Docker, Cybersecurity, JavaScript"
+"Team 61","Member 3","Docker, Pandas, C++"
+"Team 47","Member 4","Solidity, Cybersecurity, Smart Contracts"
+"Team 90","Member 2","Flask, C++"
+"Team 17","Member 5","Python, Pandas, Flask, Solidity, Data Science"
+"Team 97","Member 2","Docker, Node.js, Python, C++, Ethical Hacking"
+"Team 34","Member 1","NLP, Pandas, Cybersecurity, C++, Data Science"
+"Team 96","Member 4","Node.js, Docker"
+"Team 99","Member 2","SQL, JavaScript, TensorFlow, C++, Docker"
+"Team 34","Member 5","Flask, Ethical Hacking"
+"Team 55","Member 1","Blockchain, SQL, Kubernetes, Node.js"
+"Team 20","Member 4","Machine Learning, C++, Cybersecurity"
+"Team 95","Member 1","Data Science, Kubernetes, Solidity, Docker"
+"Team 68","Member 5","NLP, Node.js, React"
+"Team 9","Member 3","Cybersecurity, Ethical Hacking, TensorFlow"
+"Team 67","Member 4","Machine Learning, Data Science"
+"Team 38","Member 5","Kubernetes, SQL, React, Cloud Computing, Docker"
+"Team 11","Member 1","TensorFlow, C++, Node.js, AWS, JavaScript"
+"Team 71","Member 1","Pandas, Machine Learning, React, Data Science"
+"Team 32","Member 5","Data Science, Pandas, Docker"
+"Team 16","Member 3","Python, JavaScript"
+"Team 66","Member 4","SQL, Kubernetes, C++"
+"Team 17","Member 3","Cybersecurity, Kubernetes"
+"Team 40","Member 1","Pandas, Python, Smart Contracts, Cybersecurity, C++"
+"Team 24","Member 3","React, NLP, Cybersecurity, Pandas"
+"Team 88","Member 2","Ethical Hacking, Kubernetes, Data Science"
+"Team 14","Member 5","AWS, Ethical Hacking, React"
+"Team 48","Member 2","Node.js, Kubernetes, Data Science, Solidity, Pandas"
+"Team 54","Member 4","Cybersecurity, AWS, TensorFlow"
+"Team 52","Member 5","SQL, Smart Contracts"
+"Team 41","Member 3","Pandas, AWS, Machine Learning, Cybersecurity"
+"Team 79","Member 5","Kubernetes, NLP"
+"Team 73","Member 3","TensorFlow, Blockchain, Pandas, Kubernetes, Smart Contracts"
+"Team 34","Member 2","JavaScript, Ethical Hacking"
+"Team 46","Member 4","Smart Contracts, Kubernetes, Solidity, Machine Learning, NLP"
+"Team 44","Member 3","C++, Machine Learning, Data Science, JavaScript, Blockchain"
+"Team 21","Member 3","SQL, JavaScript"
+"Team 22","Member 5","Flask, Cloud Computing, Data Science, AWS"
+"Team 76","Member 3","JavaScript, Smart Contracts, Kubernetes"
+"Team 21","Member 1","Smart Contracts, Pandas, Flask, Blockchain, React"
+"Team 37","Member 5","Python, AWS, NLP, Docker, Machine Learning"
+"Team 3","Member 4","React, Node.js"
+"Team 26","Member 1","JavaScript, React"
+"Team 38","Member 1","Cloud Computing, Smart Contracts, Node.js"
+"Team 6","Member 5","Python, Kubernetes, SQL, Ethical Hacking"
+"Team 28","Member 1","Node.js, Blockchain, Kubernetes, React"
+"Team 27","Member 1","SQL, Python, Data Science, React, Flask"
+"Team 38","Member 2","TensorFlow, NLP, Data Science"
+"Team 97","Member 5","Cloud Computing, Data Science"
+"Team 84","Member 5","Kubernetes, Flask, AWS, Cloud Computing"
+"Team 89","Member 5","Node.js, Cloud Computing"
+"Team 58","Member 1","Node.js, AWS, Solidity"
+"Team 86","Member 3","JavaScript, Solidity, Blockchain, C++, Docker"
+"Team 40","Member 2","C++, Machine Learning, Solidity, React"
+"Team 83","Member 5","AWS, Blockchain, NLP, Docker"
+"Team 88","Member 3","AWS, TensorFlow, React"
+"Team 28","Member 1","AWS, React, JavaScript, Ethical Hacking, C++"
+"Team 99","Member 2","React, Cybersecurity, Docker, Node.js, Flask"
+"Team 66","Member 1","React, Python, Cybersecurity, Data Science, C++"
+"Team 77","Member 5","React, Flask"
+"Team 92","Member 3","Machine Learning, Docker, Blockchain, Data Science, Solidity"
+"Team 42","Member 3","Cybersecurity, Python, Kubernetes"
+"Team 62","Member 5","Machine Learning, Cloud Computing"
+"Team 4","Member 3","Docker, Blockchain, Node.js, Kubernetes"
+"Team 87","Member 3","Smart Contracts, Node.js"
+"Team 39","Member 2","Cybersecurity, SQL, Solidity, Ethical Hacking, React"
+"Team 70","Member 1","Smart Contracts, React"
+"Team 24","Member 1","Kubernetes, Python"
+"Team 75","Member 1","Data Science, React, Solidity, JavaScript"
+"Team 48","Member 3","TensorFlow, Flask, Node.js, Blockchain"
+"Team 91","Member 3","Cloud Computing, C++"
+"Team 89","Member 2","Cybersecurity, Machine Learning, JavaScript, C++"
+"Team 31","Member 5","Cloud Computing, NLP, Python, Ethical Hacking, C++"
+"Team 84","Member 1","Kubernetes, C++, TensorFlow"
+"Team 45","Member 5","Kubernetes, JavaScript, NLP, Pandas, Machine Learning"
+"Team 5","Member 2","React, SQL, NLP, Cloud Computing"
+"Team 20","Member 1","Cybersecurity, NLP, AWS, Docker, SQL"
+"Team 65","Member 2","SQL, Kubernetes, Solidity"
+"Team 66","Member 2","Data Science, Cybersecurity, JavaScript"
+"Team 72","Member 4","Flask, SQL, Ethical Hacking, Data Science"
+"Team 42","Member 2","NLP, Flask, Pandas, Smart Contracts"
+"Team 95","Member 5","Ethical Hacking, React, Kubernetes, Smart Contracts, Node.js"
+"Team 4","Member 4","Kubernetes, React, Data Science"
+"Team 28","Member 1","NLP, Cybersecurity, Kubernetes, SQL, Pandas"
+"Team 26","Member 2","React, Blockchain, Kubernetes"
+"Team 49","Member 5","React, Smart Contracts, Cloud Computing, JavaScript"
+"Team 81","Member 3","NLP, SQL, Machine Learning, Node.js"
+"Team 70","Member 1","Solidity, TensorFlow, Python, Ethical Hacking"
+"Team 77","Member 1","NLP, TensorFlow, Flask, Smart Contracts"
+"Team 15","Member 1","NLP, C++"
+"Team 67","Member 1","Node.js, Pandas, Flask"
+"Team 30","Member 1","Ethical Hacking, Kubernetes"
+"Team 52","Member 2","Node.js, Smart Contracts"
+"Team 65","Member 1","Smart Contracts, Cloud Computing"
+"Team 99","Member 5","Ethical Hacking, Cloud Computing, JavaScript, Data Science, Pandas"
+"Team 73","Member 5","Ethical Hacking, JavaScript, React"
+"Team 71","Member 3","Solidity, Kubernetes"
+"Team 43","Member 4","SQL, NLP, Smart Contracts, Data Science, Docker"
+"Team 37","Member 4","Cloud Computing, Node.js, Flask, JavaScript, Solidity"
+"Team 9","Member 1","Machine Learning, Python, Docker"
+"Team 79","Member 3","JavaScript, Pandas"
+"Team 71","Member 1","Blockchain, Smart Contracts, Solidity, C++, Cloud Computing"
+"Team 26","Member 2","TensorFlow, C++, Data Science, Python, Cloud Computing"
+"Team 93","Member 5","Smart Contracts, Python, Ethical Hacking"
+"Team 97","Member 4","React, Solidity"
+"Team 81","Member 2","AWS, Data Science, Node.js, Blockchain, Cloud Computing"
+"Team 67","Member 5","AWS, Pandas, React, Machine Learning"
+"Team 3","Member 5","NLP, Smart Contracts, Solidity"
+"Team 46","Member 4","React, Machine Learning"
+"Team 87","Member 1","C++, TensorFlow"
+"Team 41","Member 2","Kubernetes, Cybersecurity, Blockchain, C++, Solidity"
+"Team 86","Member 5","C++, Smart Contracts, Blockchain, Docker, Cloud Computing"
+"Team 29","Member 1","Data Science, Cybersecurity"
+"Team 86","Member 1","React, Pandas, Kubernetes"
+"Team 88","Member 3","SQL, Cloud Computing, Node.js"
+"Team 39","Member 1","Cybersecurity, Data Science, Solidity"
+"Team 52","Member 4","Machine Learning, Node.js, AWS"
+"Team 59","Member 3","Cloud Computing, Ethical Hacking"
+"Team 7","Member 2","Blockchain, AWS, C++"
+"Team 41","Member 4","Machine Learning, Ethical Hacking, TensorFlow, AWS"
+"Team 4","Member 4","React, Data Science, AWS"
+"Team 36","Member 5","Machine Learning, C++, Flask, Ethical Hacking, Cybersecurity"
+"Team 91","Member 1","NLP, Cloud Computing, Kubernetes, Pandas, AWS"
+"Team 39","Member 3","Solidity, TensorFlow, Python, Smart Contracts, Machine Learning"
+"Team 89","Member 5","JavaScript, Flask"
+"Team 87","Member 2","Smart Contracts, AWS, Kubernetes, TensorFlow"
+"Team 76","Member 3","C++, JavaScript, Cloud Computing, Blockchain, Node.js"
+"Team 42","Member 2","Docker, JavaScript, Python, Blockchain, Node.js"
+"Team 82","Member 4","Node.js, Smart Contracts"
+"Team 34","Member 2","Data Science, JavaScript, Ethical Hacking, Pandas"
+"Team 97","Member 3","Blockchain, Ethical Hacking, Node.js"
+"Team 16","Member 2","Python, Node.js, Pandas"
+"Team 86","Member 2","SQL, C++, React, Solidity, Blockchain"
+"Team 95","Member 5","Data Science, Cloud Computing, AWS, Machine Learning"
+"Team 15","Member 5","Kubernetes, Machine Learning"
+"Team 35","Member 1","Flask, Solidity, Data Science, SQL"
+"Team 74","Member 4","Cloud Computing, AWS, Ethical Hacking, Kubernetes, Machine Learning"
+"Team 59","Member 1","Pandas, Ethical Hacking, SQL, Solidity, Flask"
+"Team 65","Member 1","Node.js, Cloud Computing"
+"Team 22","Member 5","Flask, TensorFlow"
+"Team 15","Member 3","C++, React, Cloud Computing, NLP"
+"Team 34","Member 5","JavaScript, React, Machine Learning"
+"Team 15","Member 3","NLP, Blockchain, Cloud Computing"
+"Team 72","Member 1","Python, AWS"
+"Team 37","Member 2","JavaScript, Smart Contracts, NLP"
+"Team 67","Member 5","Smart Contracts, Solidity, SQL"
+"Team 45","Member 3","JavaScript, Flask, React, Machine Learning, Solidity"
+"Team 31","Member 1","AWS, JavaScript, Kubernetes"
+"Team 30","Member 4","JavaScript, Data Science, Cybersecurity, Machine Learning, Docker"
+"Team 56","Member 3","TensorFlow, SQL, Data Science, Blockchain, Ethical Hacking"
+"Team 86","Member 4","Pandas, Blockchain, NLP"
+"Team 48","Member 5","Data Science, Solidity, Ethical Hacking, Cybersecurity"
+"Team 36","Member 4","SQL, Machine Learning, NLP"
+"Team 18","Member 2","Cloud Computing, Solidity, Ethical Hacking, Pandas"
+"Team 99","Member 4","Data Science, Kubernetes, Python"
+"Team 53","Member 5","Machine Learning, Cybersecurity, C++, TensorFlow, Cloud Computing"
+"Team 51","Member 5","Pandas, Blockchain, Kubernetes, NLP, React"
+"Team 71","Member 5","Cybersecurity, C++, Data Science, Smart Contracts"
+"Team 30","Member 2","JavaScript, TensorFlow, AWS, Machine Learning, SQL"
+"Team 6","Member 5","Python, Ethical Hacking, Data Science, Docker, SQL"
+"Team 94","Member 4","C++, Kubernetes, SQL, Ethical Hacking"
+"Team 70","Member 2","Flask, Cloud Computing, SQL, JavaScript, Ethical Hacking"
+"Team 39","Member 5","Smart Contracts, React, Ethical Hacking, AWS, Kubernetes"
+"Team 45","Member 2","Pandas, Cybersecurity"
+"Team 97","Member 1","Data Science, Node.js"
+"Team 54","Member 3","TensorFlow, Python"
+"Team 96","Member 1","Smart Contracts, SQL, Cybersecurity, Docker"
+"Team 39","Member 3","JavaScript, Machine Learning"
+"Team 55","Member 3","Blockchain, C++, Data Science, TensorFlow"
+"Team 63","Member 5","NLP, Ethical Hacking, Python, Data Science, Flask"
+"Team 16","Member 2","Cloud Computing, Flask, NLP, TensorFlow, Blockchain"
+"Team 4","Member 5","TensorFlow, Machine Learning, Data Science, Node.js"
+"Team 70","Member 5","TensorFlow, Machine Learning, NLP"
+"Team 52","Member 4","NLP, Kubernetes, Smart Contracts"
+"Team 95","Member 4","Flask, Docker"
+"Team 9","Member 3","Machine Learning, NLP, Solidity, Node.js"
+"Team 41","Member 4","AWS, Node.js"
+"Team 31","Member 4","AWS, React, Docker, SQL"
+"Team 7","Member 5","Solidity, AWS"
+"Team 69","Member 3","React, C++, Python"
+"Team 18","Member 5","Data Science, Kubernetes, Node.js, C++, JavaScript"
+"Team 43","Member 3","React, Flask, NLP, Pandas, Kubernetes"
+"Team 56","Member 2","Flask, Blockchain, C++"
+"Team 17","Member 4","Flask, NLP, Data Science, Cybersecurity, C++"
+"Team 20","Member 3","Flask, AWS, NLP"
+"Team 14","Member 4","Machine Learning, Blockchain, Solidity"
+"Team 48","Member 1","JavaScript, Blockchain, Cloud Computing"
+"Team 12","Member 5","Kubernetes, Cloud Computing"
+"Team 44","Member 5","Solidity, Blockchain, Cybersecurity"
+"Team 59","Member 5","C++, Smart Contracts, Pandas, React, Node.js"
+"Team 20","Member 4","Kubernetes, Solidity, React, Smart Contracts"
+"Team 36","Member 2","JavaScript, Cybersecurity, Ethical Hacking, Docker"
+"Team 45","Member 4","NLP, React"
+"Team 75","Member 2","SQL, React, Node.js"
+"Team 58","Member 4","Pandas, Cloud Computing, Ethical Hacking, Data Science"
+"Team 88","Member 1","SQL, Smart Contracts, Docker, Flask, Machine Learning"
+"Team 58","Member 3","Flask, SQL, React"
+"Team 100","Member 5","SQL, C++, TensorFlow, Solidity, Kubernetes"
+"Team 12","Member 5","Ethical Hacking, AWS"
+"Team 41","Member 5","C++, Flask"
+"Team 43","Member 5","JavaScript, Docker, Machine Learning, AWS"
+"Team 93","Member 4","Blockchain, Pandas, SQL"
+"Team 87","Member 3","React, TensorFlow, AWS, Machine Learning"
+"Team 64","Member 3","Smart Contracts, Solidity, NLP, Cloud Computing, Machine Learning"
+"Team 59","Member 1","JavaScript, AWS, Node.js, Cybersecurity"
+"Team 32","Member 1","Pandas, Smart Contracts"
+"Team 26","Member 5","Data Science, Pandas, Python, Cloud Computing, Solidity"
+"Team 6","Member 2","Python, Smart Contracts, Solidity, Pandas"
+"Team 26","Member 5","Cybersecurity, Blockchain, Flask, SQL"
+"Team 8","Member 1","Blockchain, React, Ethical Hacking, Flask"
+"Team 46","Member 1","Ethical Hacking, Node.js, Kubernetes, Machine Learning, AWS"
+"Team 71","Member 3","Docker, Cloud Computing, Cybersecurity, Smart Contracts"
+"Team 58","Member 4","Kubernetes, Python, Ethical Hacking"
+"Team 68","Member 5","Blockchain, Flask, NLP, React"
+"Team 37","Member 5","Python, JavaScript, Smart Contracts"
+"Team 78","Member 5","Data Science, JavaScript"
+"Team 80","Member 1","SQL, Node.js, AWS"
+"Team 50","Member 3","C++, Data Science, React, Node.js, Flask"
+"Team 76","Member 2","Smart Contracts, Solidity, Kubernetes, Data Science"
+"Team 15","Member 1","Pandas, C++, Solidity, Cybersecurity, Blockchain"
+"Team 51","Member 3","Data Science, C++, Cybersecurity, React"
+"Team 19","Member 3","Cloud Computing, C++"
+"Team 33","Member 4","Blockchain, C++, Ethical Hacking, React, Solidity"
+"Team 41","Member 3","Python, Kubernetes, Machine Learning, Node.js"
+"Team 41","Member 3","Data Science, Cloud Computing"
+"Team 34","Member 4","Solidity, Ethical Hacking, SQL"
+"Team 40","Member 1","Flask, JavaScript"
+"Team 27","Member 3","AWS, Docker, Python"
+"Team 18","Member 5","Machine Learning, Smart Contracts"
+"Team 60","Member 1","Blockchain, TensorFlow, React, Kubernetes"
+"Team 96","Member 4","Ethical Hacking, Smart Contracts, Kubernetes, AWS"
+"Team 24","Member 1","Cybersecurity, React, Machine Learning, NLP"
+"Team 5","Member 1","Flask, AWS, Solidity"
+"Team 78","Member 3","Smart Contracts, Cybersecurity, JavaScript"
+"Team 17","Member 5","Pandas, NLP, React, TensorFlow, Cybersecurity"
+"Team 32","Member 1","Data Science, Solidity, React, Smart Contracts, Cloud Computing"
+"Team 74","Member 4","Cybersecurity, Pandas, NLP, React"
+"Team 26","Member 3","Flask, Node.js, Pandas, Ethical Hacking"
+"Team 75","Member 5","NLP, Node.js, Machine Learning"
+"Team 92","Member 3","Pandas, Solidity"
+"Team 58","Member 4","Cybersecurity, Flask, Docker, TensorFlow"
+"Team 50","Member 3","Flask, Solidity"
+"Team 90","Member 4","NLP, Kubernetes, C++"
+"Team 72","Member 5","Flask, Pandas, Solidity, Cybersecurity, AWS"
+"Team 76","Member 4","Pandas, JavaScript, Blockchain, Machine Learning, React"
+"Team 60","Member 1","Python, SQL, Smart Contracts, Solidity, TensorFlow"
+"Team 22","Member 5","Machine Learning, Smart Contracts"
+"Team 76","Member 5","SQL, NLP, Smart Contracts, Python, Node.js"
+"Team 96","Member 1","Docker, Pandas, Cybersecurity, Cloud Computing"
+"Team 96","Member 3","NLP, AWS, Data Science, Node.js, JavaScript"
+"Team 84","Member 5","Blockchain, Kubernetes"
+"Team 46","Member 3","C++, Cybersecurity, Smart Contracts, React"
+"Team 53","Member 5","NLP, Machine Learning, React, AWS"
+"Team 58","Member 4","NLP, Smart Contracts, TensorFlow, Flask"
+"Team 40","Member 5","AWS, NLP, React, JavaScript"
+"Team 67","Member 1","Python, Docker, Pandas"
+"Team 13","Member 1","SQL, Machine Learning, Blockchain, JavaScript, NLP"
+"Team 93","Member 5","Docker, Blockchain"
+"Team 27","Member 1","Blockchain, Docker, SQL"
+"Team 79","Member 5","NLP, Cybersecurity, Data Science"
+"Team 36","Member 5","Smart Contracts, Python, Ethical Hacking, Kubernetes"
+"Team 25","Member 3","Data Science, TensorFlow, SQL"
+"Team 18","Member 4","Blockchain, Solidity, TensorFlow"
+"Team 57","Member 5","Flask, Cybersecurity, Data Science, JavaScript"
+"Team 34","Member 5","Flask, Pandas, JavaScript"
+"Team 4","Member 1","JavaScript, AWS, Flask, Cybersecurity"
+"Team 17","Member 4","AWS, SQL, React, Solidity, Kubernetes"
+"Team 68","Member 3","JavaScript, Cybersecurity, Smart Contracts, Pandas, Flask"
+"Team 41","Member 3","Solidity, TensorFlow, AWS"
+"Team 44","Member 4","Python, Node.js"
+"Team 91","Member 2","JavaScript, Node.js"
+"Team 34","Member 1","Python, React, TensorFlow, Solidity, Ethical Hacking"
+"Team 52","Member 3","NLP, Smart Contracts, SQL, Machine Learning"
+"Team 16","Member 4","Cybersecurity, Pandas, Smart Contracts, Ethical Hacking, React"
+"Team 95","Member 3","Python, SQL"
+"Team 67","Member 2","Node.js, AWS, JavaScript"
+"Team 100","Member 4","Pandas, Docker"
+"Team 65","Member 4","Flask, Node.js, Solidity, TensorFlow, Python"
+"Team 51","Member 4","Solidity, C++"
+"Team 79","Member 3","NLP, TensorFlow, Flask"
+"Team 76","Member 3","Ethical Hacking, JavaScript"
+"Team 55","Member 5","SQL, Cybersecurity, NLP, Blockchain"
+"Team 67","Member 4","Pandas, Data Science"
+"Team 18","Member 1","Python, NLP, AWS"
+"Team 21","Member 5","C++, Node.js, React, Machine Learning, SQL"
+"Team 63","Member 3","Python, Solidity, Blockchain, Kubernetes, React"
+"Team 33","Member 2","Smart Contracts, Kubernetes, Cloud Computing, Python, JavaScript"
+"Team 69","Member 4","Node.js, Ethical Hacking, Kubernetes, TensorFlow, Pandas"
+"Team 4","Member 2","Kubernetes, Pandas, Docker, Flask, Node.js"
+"Team 20","Member 1","Kubernetes, Solidity, Data Science, Python"
+"Team 58","Member 1","Python, Data Science, TensorFlow, Flask, Blockchain"
+"Team 3","Member 1","Pandas, Smart Contracts, SQL, Solidity"
+"Team 72","Member 1","Node.js, Cloud Computing"
+"Team 1","Member 1","Docker, NLP, Blockchain, Kubernetes"
+"Team 11","Member 4","Flask, Docker, JavaScript, Data Science"
+"Team 22","Member 3","SQL, Smart Contracts, Blockchain"
+"Team 30","Member 2","Docker, Cybersecurity"
+"Team 47","Member 1","Node.js, Python, C++"
+"Team 38","Member 2","Smart Contracts, Python, Ethical Hacking, Machine Learning, Cloud Computing"
+"Team 86","Member 5","Flask, TensorFlow, AWS, React, Kubernetes"
+"Team 27","Member 5","Docker, Machine Learning"
+"Team 41","Member 1","React, Node.js, Blockchain, Data Science"
+"Team 3","Member 2","Ethical Hacking, Smart Contracts"
+"Team 86","Member 3","NLP, Docker, Cloud Computing, SQL, Ethical Hacking"
+"Team 49","Member 4","C++, NLP, TensorFlow, Kubernetes"
+"Team 36","Member 3","Kubernetes, JavaScript, Data Science, Python"
+"Team 81","Member 5","Flask, Kubernetes, Machine Learning"
+"Team 77","Member 2","Data Science, TensorFlow, Python, Flask"
+"Team 96","Member 2","Pandas, AWS, NLP"
+"Team 12","Member 5","Node.js, React, Flask, Pandas"
+"Team 2","Member 5","React, Docker, Blockchain, Machine Learning"
+"Team 40","Member 3","Flask, Machine Learning, Cybersecurity"
+"Team 46","Member 1","Kubernetes, Cybersecurity, Smart Contracts, Docker, Machine Learning"
+"Team 15","Member 4","SQL, Python, TensorFlow, Data Science"
+"Team 71","Member 2","AWS, TensorFlow, Smart Contracts, Python, C++"
+"Team 29","Member 5","Cybersecurity, Smart Contracts, Kubernetes, TensorFlow, Python"
+"Team 47","Member 4","React, Cloud Computing, Docker"
+"Team 88","Member 2","React, Flask, Blockchain"
+"Team 75","Member 1","Flask, Kubernetes, JavaScript, Smart Contracts"
+"Team 35","Member 4","Docker, Kubernetes"
+"Team 3","Member 5","C++, JavaScript"
+"Team 9","Member 4","Flask, Machine Learning, Blockchain, Data Science"
+"Team 52","Member 1","TensorFlow, JavaScript, C++"
+"Team 42","Member 2","Python, C++"
+"Team 28","Member 2","Docker, TensorFlow, Blockchain, Node.js, JavaScript"
+"Team 2","Member 5","Kubernetes, Smart Contracts, Pandas, TensorFlow, Machine Learning"
+"Team 40","Member 4","Cybersecurity, Python, Data Science, Pandas, Ethical Hacking"
+"Team 38","Member 2","Ethical Hacking, NLP"
+"Team 11","Member 3","C++, Blockchain, Solidity"
+"Team 57","Member 5","AWS, JavaScript, Python"
+"Team 98","Member 2","Flask, TensorFlow, Machine Learning, Blockchain"
+"Team 25","Member 5","Pandas, Kubernetes, TensorFlow"
+"Team 94","Member 5","Machine Learning, Flask, Node.js, Ethical Hacking, C++"
+"Team 71","Member 4","NLP, Docker"
+"Team 21","Member 5","Node.js, Flask"
+"Team 61","Member 2","Pandas, Smart Contracts"
+"Team 96","Member 3","JavaScript, Blockchain, Data Science"
+"Team 100","Member 3","Flask, C++, JavaScript, Cybersecurity"
+"Team 21","Member 4","NLP, Kubernetes"
+"Team 29","Member 3","Smart Contracts, Flask, React"
+"Team 88","Member 3","Pandas, SQL"
+"Team 79","Member 3","Cloud Computing, JavaScript, Smart Contracts, TensorFlow, NLP"
+"Team 49","Member 5","Cloud Computing, Machine Learning"
+"Team 68","Member 5","Flask, Blockchain, Solidity"
+"Team 73","Member 1","AWS, Pandas"
+"Team 47","Member 5","Cloud Computing, Solidity, Python"
+"Team 61","Member 3","NLP, Pandas, Kubernetes, Docker"
+"Team 47","Member 1","Ethical Hacking, Pandas, SQL, Docker, Blockchain"
+"Team 18","Member 3","React, Kubernetes"
+"Team 32","Member 3","Docker, Pandas"
+"Team 71","Member 2","Data Science, Ethical Hacking"
+"Team 31","Member 2","C++, Flask, Solidity, NLP"
+"Team 35","Member 2","TensorFlow, Smart Contracts, C++, Docker"
+"Team 15","Member 1","JavaScript, C++, Kubernetes, Docker"
+"Team 33","Member 4","Cloud Computing, Blockchain, React"
+"Team 79","Member 5","SQL, Solidity, Kubernetes, Smart Contracts"
+"Team 27","Member 2","Ethical Hacking, Pandas, SQL"
+"Team 94","Member 1","Blockchain, Cloud Computing, Cybersecurity, Ethical Hacking, Python"
+"Team 56","Member 5","Node.js, TensorFlow, Data Science, NLP, Flask"
+"Team 54","Member 1","JavaScript, Pandas"
+"Team 70","Member 5","Flask, TensorFlow, NLP, Smart Contracts"
+"Team 82","Member 3","AWS, React, Node.js"
+"Team 14","Member 5","Kubernetes, Machine Learning, React, Cloud Computing"
+"Team 22","Member 5","AWS, Cybersecurity, Data Science, Ethical Hacking, SQL"
+"Team 80","Member 3","C++, NLP, JavaScript, Ethical Hacking, Pandas"
+"Team 24","Member 5","Python, Cloud Computing, NLP, Cybersecurity"
+"Team 73","Member 1","JavaScript, Kubernetes, Flask, NLP"
+"Team 30","Member 1","SQL, C++, Python"
+"Team 63","Member 4","React, TensorFlow"
+"Team 64","Member 3","Flask, Solidity, JavaScript, Blockchain"
+"Team 33","Member 1","Data Science, Smart Contracts, TensorFlow, Cloud Computing, NLP"
+"Team 62","Member 1","Ethical Hacking, NLP, Machine Learning, JavaScript, TensorFlow"
+"Team 64","Member 3","TensorFlow, C++, React, Smart Contracts"
+"Team 45","Member 1","Docker, Python, SQL, Blockchain, AWS"
+"Team 61","Member 4","Node.js, NLP, TensorFlow, Smart Contracts"
+"Team 46","Member 2","SQL, Blockchain, Flask"
+"Team 58","Member 3","Kubernetes, TensorFlow"
+"Team 58","Member 5","React, Kubernetes, AWS, TensorFlow, Machine Learning"
+"Team 77","Member 3","Flask, JavaScript, Blockchain, Ethical Hacking"
+"Team 77","Member 4","NLP, Pandas"
+"Team 94","Member 3","AWS, Docker, Flask, TensorFlow, Cloud Computing"
+"Team 89","Member 2","AWS, Ethical Hacking, C++, Machine Learning, Cybersecurity"
+"Team 19","Member 3","Docker, Blockchain, Flask, SQL"
+"Team 14","Member 1","SQL, TensorFlow, Smart Contracts, Blockchain"
+"Team 21","Member 4","Ethical Hacking, Node.js, Cloud Computing, Blockchain"
+"Team 62","Member 3","Data Science, Blockchain, JavaScript"
+"Team 35","Member 1","Data Science, Cloud Computing, NLP, Flask"
+"Team 68","Member 1","Solidity, Ethical Hacking"
+"Team 86","Member 5","Flask, Blockchain, TensorFlow, JavaScript"
+"Team 7","Member 1","Machine Learning, Docker, Cloud Computing"
+"Team 34","Member 3","Pandas, TensorFlow, AWS"
+"Team 82","Member 3","Machine Learning, C++"
+"Team 75","Member 4","JavaScript, Pandas, C++, Python"
+"Team 15","Member 2","SQL, Kubernetes"
+"Team 24","Member 5","Kubernetes, C++, Ethical Hacking"
+"Team 30","Member 4","Ethical Hacking, NLP, Data Science, React, Machine Learning"
+"Team 22","Member 3","AWS, Cybersecurity, SQL, Docker, Ethical Hacking"
+"Team 47","Member 4","AWS, TensorFlow, Kubernetes, Docker"
+"Team 7","Member 5","TensorFlow, Node.js, Cybersecurity, Docker"
+"Team 74","Member 4","Solidity, Smart Contracts, C++, Machine Learning"
+"Team 30","Member 1","Data Science, C++, AWS, Pandas"
+"Team 20","Member 4","Machine Learning, React, Cybersecurity"
+"Team 95","Member 3","Docker, AWS"
+"Team 74","Member 1","NLP, Pandas, React"
+"Team 58","Member 3","SQL, Cybersecurity, Ethical Hacking, JavaScript, TensorFlow"
+"Team 100","Member 5","SQL, Docker, C++, TensorFlow"
+"Team 84","Member 3","Node.js, Data Science, Solidity, Ethical Hacking, React"
+"Team 76","Member 2","Solidity, Cybersecurity, Kubernetes, SQL"
+"Team 3","Member 2","AWS, Pandas, Blockchain, Kubernetes, Docker"
+"Team 51","Member 4","Machine Learning, TensorFlow, Blockchain"
+"Team 32","Member 2","TensorFlow, Python, Docker, Pandas"
+"Team 7","Member 3","TensorFlow, Flask, Blockchain"
+"Team 48","Member 5","Kubernetes, Cybersecurity, Docker, Node.js, Smart Contracts"
+"Team 66","Member 4","Pandas, Docker, Data Science, Node.js, Smart Contracts"
+"Team 57","Member 4","Data Science, TensorFlow, AWS"
+"Team 85","Member 2","Python, JavaScript, Data Science, NLP, TensorFlow"
+"Team 24","Member 3","Docker, Blockchain, Data Science, NLP, Ethical Hacking"
+"Team 23","Member 3","JavaScript, Kubernetes, Node.js"
+"Team 92","Member 3","AWS, SQL"
+"Team 72","Member 1","Solidity, Kubernetes, Pandas, Machine Learning"
+"Team 11","Member 5","Python, Cloud Computing"
+"Team 66","Member 5","Kubernetes, NLP"
+"Team 44","Member 4","React, AWS, Data Science"
+"Team 26","Member 1","Ethical Hacking, Docker"
+"Team 38","Member 1","AWS, JavaScript, Solidity"
+"Team 46","Member 4","Cloud Computing, Flask, React, C++"
+"Team 5","Member 1","Solidity, NLP"
+"Team 80","Member 2","Docker, Cloud Computing, AWS, NLP, Ethical Hacking"
+"Team 70","Member 4","Python, Cloud Computing, NLP, Docker, SQL"
+"Team 19","Member 4","TensorFlow, Flask, Kubernetes"
+"Team 3","Member 5","TensorFlow, Cybersecurity, Cloud Computing, Docker, Blockchain"
+"Team 51","Member 5","Docker, Flask, SQL"
+"Team 22","Member 2","Docker, Data Science"
+"Team 11","Member 5","Ethical Hacking, Solidity, Cybersecurity, C++, Pandas"
+"Team 38","Member 2","C++, Cybersecurity, Solidity, Machine Learning"
+"Team 6","Member 3","Smart Contracts, Pandas, Data Science, JavaScript"
+"Team 97","Member 5","Pandas, Data Science, AWS"
+"Team 86","Member 4","SQL, AWS, Cloud Computing"
+"Team 85","Member 4","React, Node.js, Solidity"
+"Team 62","Member 4","Pandas, TensorFlow"
+"Team 46","Member 4","Blockchain, Flask, Machine Learning, Pandas"
+"Team 67","Member 5","React, NLP, Cybersecurity"
+"Team 91","Member 4","Node.js, AWS, Smart Contracts, Cybersecurity, Kubernetes"
+"Team 99","Member 2","Blockchain, Machine Learning, React, Cloud Computing, Solidity"
+"Team 84","Member 5","Flask, AWS, Blockchain, Ethical Hacking"
+"Team 52","Member 5","Ethical Hacking, Smart Contracts"
+"Team 46","Member 3","Node.js, SQL"
+"Team 82","Member 3","Ethical Hacking, AWS"
+"Team 53","Member 5","Ethical Hacking, Cybersecurity, NLP, Kubernetes"
+"Team 24","Member 3","Cybersecurity, C++, Python, Node.js, Kubernetes"
+"Team 22","Member 4","Cybersecurity, Cloud Computing, Flask, Pandas"
+"Team 37","Member 1","NLP, JavaScript, Data Science"
+"Team 49","Member 4","NLP, Kubernetes"
+"Team 31","Member 3","SQL, Node.js, Cybersecurity, NLP, Python"
+"Team 98","Member 1","Kubernetes, Smart Contracts, C++"
+"Team 95","Member 1","Pandas, NLP, Node.js"
+"Team 1","Member 3","Cloud Computing, Docker, JavaScript, Data Science"
+"Team 62","Member 1","Data Science, Kubernetes"
+"Team 91","Member 4","Kubernetes, Machine Learning, JavaScript, Ethical Hacking, NLP"
+"Team 76","Member 5","Python, Data Science"
+"Team 87","Member 5","Smart Contracts, Pandas"
+"Team 74","Member 4","TensorFlow, Cybersecurity, Smart Contracts"
+"Team 33","Member 1","NLP, Kubernetes, AWS"
+"Team 51","Member 2","Machine Learning, Blockchain, SQL"
+"Team 78","Member 5","Smart Contracts, Machine Learning, TensorFlow, Cloud Computing"
+"Team 39","Member 4","JavaScript, Pandas, NLP, Ethical Hacking, Node.js"
+"Team 20","Member 4","Python, Kubernetes, Cloud Computing, C++"
+"Team 30","Member 2","JavaScript, Cloud Computing, Pandas, SQL, TensorFlow"
+"Team 35","Member 5","Kubernetes, Flask, Pandas, Python, AWS"
+"Team 39","Member 3","Cybersecurity, Data Science, React, Machine Learning, Node.js"
+"Team 52","Member 3","Ethical Hacking, Cybersecurity, JavaScript, Blockchain, Cloud Computing"
+"Team 28","Member 2","JavaScript, Node.js, Solidity, Cloud Computing"
+"Team 47","Member 2","Flask, JavaScript"
+"Team 88","Member 5","Cybersecurity, Data Science, TensorFlow"
+"Team 21","Member 2","TensorFlow, Cloud Computing"
+"Team 32","Member 5","TensorFlow, AWS, Solidity, Docker"
+"Team 30","Member 5","C++, Pandas, AWS, Cloud Computing, Machine Learning"
+"Team 14","Member 2","Blockchain, C++"
+"Team 13","Member 2","Node.js, Data Science"
+"Team 29","Member 3","NLP, Cybersecurity, React"
+"Team 53","Member 5","SQL, React"
+"Team 1","Member 1","Ethical Hacking, Python, Cloud Computing"
+"Team 56","Member 1","Docker, AWS"
+"Team 32","Member 3","TensorFlow, Docker"
+"Team 34","Member 1","Cloud Computing, Python, C++, NLP, TensorFlow"
+"Team 6","Member 3","Cybersecurity, C++, SQL, AWS, NLP"
+"Team 13","Member 3","Docker, Flask, Node.js, SQL"
+"Team 12","Member 3","Solidity, SQL, Data Science"
+"Team 89","Member 3","SQL, AWS, Machine Learning, Blockchain, NLP"
+"Team 48","Member 3","Kubernetes, Cybersecurity, NLP, JavaScript, AWS"
+"Team 64","Member 1","Cloud Computing, Docker, SQL, Flask"
+"Team 79","Member 1","Node.js, Flask, JavaScript"
+"Team 57","Member 3","Pandas, Ethical Hacking, TensorFlow, C++"
+"Team 57","Member 1","JavaScript, Docker, Flask"
+"Team 13","Member 2","Docker, Cloud Computing, Machine Learning, NLP"

app.py ADDED Viewed

	@@ -0,0 +1,99 @@

+import streamlit as st
+import pandas as pd
+# Load Hackathon and Team Data from CSV
+hackathon_csv = "Hackathon_Dataset.csv"
+team_csv = "Team_Dataset.csv"
+df_hackathons = pd.read_csv(hackathon_csv)
+df_teams = pd.read_csv(team_csv)
+# Convert Event Date and Registration Deadline to datetime
+df_hackathons["Event Date"] = pd.to_datetime(df_hackathons["Event Date"], errors='coerce')
+df_hackathons["Registration Deadline"] = pd.to_datetime(df_hackathons["Registration Deadline"], errors='coerce')
+# Ensure numerical columns are correctly formatted
+df_hackathons["Prize Pool"] = pd.to_numeric(df_hackathons["Prize Pool"], errors='coerce')
+# Get unique team names
+team_list = df_teams["Team Name"].unique()
+# Streamlit UI Setup
+st.set_page_config(page_title="Hackathon Finder", layout="wide")
+# Sidebar - Filters
+st.sidebar.header("🔍 Filter Hackathons")
+difficulty = st.sidebar.selectbox("Select Difficulty", ["All"] + df_hackathons["Difficulty Level"].dropna().unique().tolist())
+mode = st.sidebar.selectbox("Select Mode", ["All", "Online", "Offline"])
+date_range = st.sidebar.slider("Select Event Date Range",
+                               min_value=df_hackathons["Event Date"].min().date(),
+                               max_value=df_hackathons["Event Date"].max().date(),
+                               value=(df_hackathons["Event Date"].min().date(), df_hackathons["Event Date"].max().date()))
+# Sorting Option
+sort_option = st.sidebar.selectbox("Sort Hackathons By:",
+                                   ["Prize Pool (High to Low)", "Registration Deadline (Soonest First)"])
+# Team Selection
+st.title("🚀 Hackathon Recommendation System")
+st.write("**Select your team to find the best hackathons for you!**")
+selected_team = st.selectbox("Select Team:", team_list)
+# Fetch Skills of Selected Team
+team_skills = df_teams[df_teams["Team Name"] == selected_team]["Skills"].tolist()
+unique_skills = list(set(skill.strip() for sublist in team_skills for skill in sublist.split(",")))
+# Function to Recommend Hackathons
+def recommend_hackathons(skills, hackathon_data, difficulty, mode, date_range, sort_option):
+    recommendations = []
+    for _, row in hackathon_data.iterrows():
+        required_skills = row["Required Skills"].split(",")
+        required_skills = [skill.strip().title() for skill in required_skills]
+        matched_skills = [skill for skill in skills if skill in required_skills]
+        if matched_skills:
+            # Apply Filters
+            if difficulty != "All" and row["Difficulty Level"] != difficulty:
+                continue
+            if mode != "All" and row["Mode"] != mode:
+                continue
+            if not (date_range[0] <= row["Event Date"].date() <= date_range[1]):
+                continue
+            recommendations.append({
+                "Hackathon Name": row["Hackathon Name"],
+                "Organizer": row["Organizer"],
+                "Prize Pool ($)": f"${row['Prize Pool']:,.0f}",
+                "Registration Deadline": row["Registration Deadline"].strftime('%Y-%m-%d'),
+                "Matched Skills": len(matched_skills)  # Used for sorting but not displayed
+            })
+    # Sorting by Matched Skills (Highest First)
+    recommendations.sort(key=lambda x: x["Matched Skills"], reverse=True)
+    # Apply additional sorting if needed
+    if sort_option == "Prize Pool (High to Low)":
+        recommendations.sort(key=lambda x: float(x["Prize Pool ($)"].replace("$", "").replace(",", "")), reverse=True)
+    elif sort_option == "Registration Deadline (Soonest First)":
+        recommendations.sort(key=lambda x: x["Registration Deadline"])
+    # Convert to DataFrame and Remove Matched Skills Column
+    df_recommendations = pd.DataFrame(recommendations).drop(columns=["Matched Skills"])
+    # Show only the top 10 hackathons
+    return df_recommendations.head(10)
+# Display Recommendations as Table
+if unique_skills:
+    recommendations_df = recommend_hackathons(unique_skills, df_hackathons, difficulty, mode, date_range, sort_option)
+    if not recommendations_df.empty:
+        st.success(f"### ✅ Recommended Hackathons for **{selected_team}**")
+        st.dataframe(recommendations_df)
+    else:
+        st.warning("⚠️ No matching hackathons found. Try different filters.")
+else:
+    st.warning("⚠️ No skills found for this team.")
+# Footer
+st.markdown("---")
+st.write("🎯 **Built with Streamlit | AI-Powered Hackathon Finder**")

dash.py ADDED Viewed

	@@ -0,0 +1,99 @@

+import streamlit as st
+import pandas as pd
+# Load Hackathon and Team Data from CSV
+hackathon_csv = "Hackathon_Dataset.csv"
+team_csv = "Team_Dataset.csv"
+df_hackathons = pd.read_csv(hackathon_csv)
+df_teams = pd.read_csv(team_csv)
+# Convert Event Date and Registration Deadline to datetime
+df_hackathons["Event Date"] = pd.to_datetime(df_hackathons["Event Date"], errors='coerce')
+df_hackathons["Registration Deadline"] = pd.to_datetime(df_hackathons["Registration Deadline"], errors='coerce')
+# Ensure numerical columns are correctly formatted
+df_hackathons["Prize Pool"] = pd.to_numeric(df_hackathons["Prize Pool"], errors='coerce')
+# Get unique team names
+team_list = df_teams["Team Name"].unique()
+# Streamlit UI Setup
+st.set_page_config(page_title="Hackathon Finder", layout="wide")
+# Sidebar - Filters
+st.sidebar.header("🔍 Filter Hackathons")
+difficulty = st.sidebar.selectbox("Select Difficulty", ["All"] + df_hackathons["Difficulty Level"].dropna().unique().tolist())
+mode = st.sidebar.selectbox("Select Mode", ["All", "Online", "Offline"])
+date_range = st.sidebar.slider("Select Event Date Range",
+                               min_value=df_hackathons["Event Date"].min().date(),
+                               max_value=df_hackathons["Event Date"].max().date(),
+                               value=(df_hackathons["Event Date"].min().date(), df_hackathons["Event Date"].max().date()))
+# Sorting Option
+sort_option = st.sidebar.selectbox("Sort Hackathons By:",
+                                   ["Prize Pool (High to Low)", "Registration Deadline (Soonest First)"])
+# Team Selection
+st.title("🚀 Hackathon Recommendation System")
+st.write("**Select your team to find the best hackathons for you!**")
+selected_team = st.selectbox("Select Team:", team_list)
+# Fetch Skills of Selected Team
+team_skills = df_teams[df_teams["Team Name"] == selected_team]["Skills"].tolist()
+unique_skills = list(set(skill.strip() for sublist in team_skills for skill in sublist.split(",")))
+# Function to Recommend Hackathons
+def recommend_hackathons(skills, hackathon_data, difficulty, mode, date_range, sort_option):
+    recommendations = []
+    for _, row in hackathon_data.iterrows():
+        required_skills = row["Required Skills"].split(",")
+        required_skills = [skill.strip().title() for skill in required_skills]
+        matched_skills = [skill for skill in skills if skill in required_skills]
+        if matched_skills:
+            # Apply Filters
+            if difficulty != "All" and row["Difficulty Level"] != difficulty:
+                continue
+            if mode != "All" and row["Mode"] != mode:
+                continue
+            if not (date_range[0] <= row["Event Date"].date() <= date_range[1]):
+                continue
+            recommendations.append({
+                "Hackathon Name": row["Hackathon Name"],
+                "Organizer": row["Organizer"],
+                "Prize Pool ($)": f"${row['Prize Pool']:,.0f}",
+                "Registration Deadline": row["Registration Deadline"].strftime('%Y-%m-%d'),
+                "Matched Skills": len(matched_skills)  # Used for sorting but not displayed
+            })
+    # Sorting by Matched Skills (Highest First)
+    recommendations.sort(key=lambda x: x["Matched Skills"], reverse=True)
+    # Apply additional sorting if needed
+    if sort_option == "Prize Pool (High to Low)":
+        recommendations.sort(key=lambda x: float(x["Prize Pool ($)"].replace("$", "").replace(",", "")), reverse=True)
+    elif sort_option == "Registration Deadline (Soonest First)":
+        recommendations.sort(key=lambda x: x["Registration Deadline"])
+    # Convert to DataFrame and Remove Matched Skills Column
+    df_recommendations = pd.DataFrame(recommendations).drop(columns=["Matched Skills"])
+    # Show only the top 10 hackathons
+    return df_recommendations.head(10)
+# Display Recommendations as Table
+if unique_skills:
+    recommendations_df = recommend_hackathons(unique_skills, df_hackathons, difficulty, mode, date_range, sort_option)
+    if not recommendations_df.empty:
+        st.success(f"### ✅ Recommended Hackathons for **{selected_team}**")
+        st.dataframe(recommendations_df)
+    else:
+        st.warning("⚠️ No matching hackathons found. Try different filters.")
+else:
+    st.warning("⚠️ No skills found for this team.")
+# Footer
+st.markdown("---")
+st.write("🎯 **Built with Streamlit | AI-Powered Hackathon Finder**")

hackathon_recommendation.py ADDED Viewed

	@@ -0,0 +1,46 @@

+import pandas as pd
+# Load Hackathon Data from CSV
+def load_hackathons(csv_file):
+    df = pd.read_csv(csv_file)
+    hackathons = []
+    for _, row in df.iterrows():
+        skills = row["Required Skills"].split(",")  # Convert skills from string to list
+        skills = [skill.strip().title() for skill in skills]  # Clean up formatting
+        hackathons.append({"name": row["Hackathon Name"], "skills": skills})
+    return hackathons
+# Function to recommend hackathons based on user skills
+def recommend_hackathons(user_skills, hackathons):
+    recommendations = []
+    for hackathon in hackathons:
+        matched_skills = [skill for skill in user_skills if skill in hackathon["skills"]]
+        if matched_skills:  # If at least one skill matches
+            recommendations.append((hackathon["name"], len(matched_skills)))
+    # Sort by number of matched skills (Best match first)
+    recommendations.sort(key=lambda x: x[1], reverse=True)
+    return [rec[0] for rec in recommendations]
+# Load hackathons from the uploaded CSV file
+csv_path = r"C:\Users\safal\PycharmProjects\PythonProject\Hackathon_Dataset.csv"
+hackathons = load_hackathons(csv_path)
+# User manually inputs skills
+user_skills = input("Enter your skills (comma-separated): ").split(",")
+# Remove extra spaces & standardize formatting
+user_skills = [skill.strip().title() for skill in user_skills]
+# Get hackathon recommendations
+recommended_hackathons = recommend_hackathons(user_skills, hackathons)
+# Output results
+print("\nYour Skills:", user_skills)
+print("Recommended Hackathons:", recommended_hackathons if recommended_hackathons else "No matching hackathons found.")