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Pharma Sales Data

June 5, 2021

Six years of data (2014-2019) on sales of drugs classified in 8 ATC categories

The dataset is built from the initial dataset consisted of 600000 transactional data collected in 6 years (period 2014-2019), indicating date and time of sale, pharmaceutical drug brand name and sold quantity, exported from Point-of-Sale system in the individual pharmacy. Selected group of drugs from the dataset (57 drugs) is classified to the following Anatomical Therapeutic Chemical (ATC) Classification System categories:

  • M01AB - Anti-inflammatory and antirheumatic products, non-steroids, Acetic acid derivatives and related substances
  • M01AE - Anti-inflammatory and antirheumatic products, non-steroids, Propionic acid derivatives
  • N02BA - Other analgesics and antipyretics, Salicylic acid and derivatives
  • N02BE/B - Other analgesics and antipyretics, Pyrazolones and Anilides
  • N05B - Psycholeptics drugs, Anxiolytic drugs
  • N05C - Psycholeptics drugs, Hypnotics and sedatives drugs
  • R03 - Drugs for obstructive airway diseases
  • R06 - Antihistamines for systemic use
    Sales data are resampled to the hourly, daily, weekly and monthly periods. Data is already pre-processed, where processing included outlier detection and treatment and missing data imputation.

 

 
  • License Type Open Data Commons
  • Data Original Source Attribution https://www.kaggle.com/milanzdravkovic/pharma-sales-data?select=salesdaily.csv