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Python scripts to create life tables and calculate death rates, life expectancy

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Republic Database of Private Entities

This repo contains scripts for calculating some statistics from the Republic Database of Private Entities (rus. Государственная база данных физических лиц).

Specifically:

  • life_table.ipynb — Life tables, death rates and probabilities, life expectancy, population by age for a certain year;
  • death_rates.ipynb — Death rates for specific months in a year;
  • infant_mortality.ipynb — Infant mortality rates (stillbirth, neonatal, perinatal deaths, etc.).

Statistics are calculated on synthetic data, which are created in synthetic_data.ipynb and preprocessed in preprocess.ipynb. The data are extracted from data/raw and final statistics are saved into result.

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Python scripts to create life tables and calculate death rates, life expectancy

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