S. Suman Rajest, R. Regin, Shynu T and Steffi. R 2023. An Approach Based on Machine Learning for Conducting Sentiment Analysis on Twitter Data. International Journal of Human Computing Studies. 5, 12 (Dec. 2023), 57-76. DOI:https://doi.org/10.31149/ijhcs.v5i12.5122.