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Data Analyst practical task

General info

Concatenate different data sources (heinemann and aelia), merge with product mapping (all inputs are stored in input_data folder), parse and output to csv. Generate dataset with latest record for each product.

  • use python + pandas
  • output 2 files
    • output.csv (merged data available in products_mapping)
    • output_latest.csv (latest available data for each product from output.csv)
  • Reuse code where possible

Clone this repository and send the main.py file or link to the github repository to [email protected]

Task diagram

File structure

heinemann_de.csv + aelia_cz.csv

  • Chocolate data with the most important features - title, url + image links, price, sale flag, availability flag, record retrieval date

products_mapping.csv

  • Connects similar products (internalid) from different retailers (retailer) to known internal characteristic of product (referenceEan, data not provided)

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Template for data transformation task

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