DrugRev: A comprehensive customers reviews on drugs purchasing and satisfaction
Description
DrugRev is a comprehensive dataset created to provide updated information regarding a user's views of a particular drug. The data has been collected from drugs.com and stored in a single CSV file. The raw data has been cleaned thoroughly to provide a ready-to-use dataset that can be used for multiple purposes such as Natural Language Processing, Sentiment Analysis, Data Science, Data Analytics, Numerical Analysis, Health Informatics, etc. The dataset can be found as ‘DrugReviews.csv’ in the repository, and it contains 392510 unique reviews along with the name of the drug, user rating, the credibility of the review in the form of likes, length of the reviews, the condition for which the drug was taken and how long the drug was taken for. Null values which may have been the result of some issues with the old structure of the website have also been handled carefully. Also, the sheer number of data columns gives the dataset more versatility to be used in a variety of research fields.