Data analysis has become very important to make well-thought-out and organized decisions in order to ensure the success of the project, candidate, or decision, and all of that. The difference is now to gain fame and matches and cap that. The team benefited greatly from it and all thanks to data science. Including data analysis. Machine learning, artificial intelligence and data amplification are very useful