Paper Key : IRJ************671
Author: Pratiksha Mete,Ruchika Bobade,Aarti Dhebe,Saidip Dhobale
Date Published: 09 Nov 2024
Abstract
In the present digital era, being skilled and updated on modern software development practices has become of crucial importance for software engineering graduates. Moreover, the freelancing industry has grown immensely in recent years, and individuals, more than ever before, are fascinated by the opportunities it offers and have greater assurance that it can be a successful and satisfying alternative to regular employment. Unlike others, in the case of software, industry is leading the education. This makes Software Engineering Education(SEE)additionally responsible for minimizing the gap between the skills of the graduating students and the skills needed by the employers out there. This study aims to dissect the software industry needs and trends related to the freelancing industry and to uncover suggestions for training in this dynamic field. The data was extracted through different freelancing platforms using the Scrapy framework of Python, and then LDA analysis was performed on the scraped data using Python to find the most trending topics in the SE field and better analyze the situation. Using LDA analysis, the dataset extracted at two distinct time periods is investigated to describe how the software industry changes from time to time. For validity, the updated data was scraped on runtime from freelancing application
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