1117 Russian cities with city name, region, geographic coordinates and 2020 population estimate

1117 Russian cities with city name, region, geographic coordinates and 2020 population estimate. How to use from pathlib import Path import requests import pandas as pd url = ("https://raw.githubusercontent.com/" "epogrebnyak/ru-cities/main/assets/towns.csv") # save file locally...

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Bibliographic Details
Main Authors: Evgeniy Pogrebnyak, Kirill Artemov
Format: Other/Unknown Material
Language:Russian
Published: Zenodo 2021
Subjects:
Online Access:https://doi.org/10.5281/zenodo.5151423
Description
Summary:1117 Russian cities with city name, region, geographic coordinates and 2020 population estimate. How to use from pathlib import Path import requests import pandas as pd url = ("https://raw.githubusercontent.com/" "epogrebnyak/ru-cities/main/assets/towns.csv") # save file locally p = Path("towns.csv") if not p.exists(): content = requests.get(url).text p.write_text(content, encoding="utf-8") # read as dataframe df = pd.read_csv("towns.csv") print(df.sample(5)) Files: towns.csv - city information regions.csv - list of Russian Federation regions alt_city_names.json - alternative city names Сolumns (towns.csv): Basic info: <code>city</code> - city name (several cities have alternative names marked in <code>alt_city_names.json</code>) <code>population</code> - city population, thousand people, Rosstat estimate as of 1.1.2020 <code>lat,lon</code> - city geographic coordinates Region: <code>region_name</code> - subnational region (oblast, republic, krai or AO) <code>region_iso_code</code> - ISO 3166 code , eg <code>RU-VLD</code> <code>federal_district</code>, eg <code>Центральный</code> City codes: <code>okato</code> <code>oktmo</code> <code>fias_id</code> <code>kladr_id</code> Data sources City list and city population collected from Rosstat publication Регионы России. Основные социально-экономические показатели городов and parsed from publication Microsoft Word files. City list corresponds to this Wikipedia article . Alternative dataset is wiki-based Dadata city dataset (no population data). Comments City groups <code>Ханты-Мансийский</code> and <code>Ямало-Ненецкий</code> autonomous regions excluded to avoid duplication as parts of <code>Тюменская область</code>. Several notable towns are classified as administrative part of larger cities (<code>Сестрорецк</code> is a municpality at Saint-Petersburg, ...