sklift.datasets.fetch_megafon

MegaFon Uplift Competition Dataset

Machine learning competition website.

Data description

The dataset is provided by MegaFon at the MegaFon Uplift Competition hosted in may 2021.

The dataset contains generated synthetic data, trying to bring them closer to the real case that they encountered.

Fields

  • X_1…X_50: anonymized feature set

  • treatment_group (str): treatment/control group flag

  • conversion (binary): customer purchasing

Key figures

  • Format: CSV

  • Size: 554M

  • Rows: 600,000

  • Response Ratio: .2

  • Treatment Ratio: .5

About MegaFon

https://upload.wikimedia.org/wikipedia/commons/9/9e/MegaFon_logo.svg

MegaFon (Russian: МегаФон) , previously known as North-West GSM, is the second largest mobile phone operator and the third largest telecom operator in Russia. It works in the GSM, UMTS and LTE standard. As of June 2012, the company serves 62.1 million subscribers in Russia and 1.6 million in Tajikistan. It is headquartered in Moscow.

Link to the company’s website: https://megafon.ru/