Dataset: WebMD Drug Reviews Dataset

About this Dataset

WebMD Drug Reviews Dataset

Context

The dataset provides user reviews on specific drugs along with related conditions, side effects, age, sex, and ratings reflecting overall patient satisfaction.

Content

Data was acquired by scraping WebMD site. There are around 0.36 million rows of unique reviews and is updated till Mar 2020.

Inspiration

This dataset intended to answer following questions:

I. Identifying the condition of the patient based on drug reviews?
II. How to predict drug rating based on patient’s reviews?
III. How to visualize drug rating, kind of drugs, types of conditions a patient can have, sentiments based on reviews

Tables

Webmd

@kaggle.rohanharode07_webmd_drug_reviews_dataset.webmd

61.66 MB
362806 rows
12 columns


CREATE TABLE webmd (
  "age" VARCHAR,
  "condition" VARCHAR,
  "date" TIMESTAMP,
  "drug" VARCHAR,
  "drugid" BIGINT,
  "easeofuse" BIGINT,
  "effectiveness" BIGINT,
  "reviews" VARCHAR,
  "satisfaction" BIGINT,
  "sex" VARCHAR,
  "sides" VARCHAR,
  "usefulcount" BIGINT
);