Using the Beautiful Soup library of Python, we created a dataset by web scraping different online newspapers like ‘The Daily Star’, ‘ProthomAlo’, and ‘BBC News Bangla’. The dataset's features are ‘title’, ‘text’ & ‘summary’. The dataset was preprocessed using the Python library ‘pandas’ and all duplicates and null values were eliminated and the total number of rows remaining is 9311. Since there is a lack of available datasets in the Bengali language for text summarization or nlp-related tasks, this dataset will help in different related tasks.