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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ftzenodo:oai:zenodo.org:5151423 2024-09-15T18:41:15+00:00 1117 Russian cities with city name, region, geographic coordinates and 2020 population estimate Evgeniy Pogrebnyak Kirill Artemov 2021-08-01 https://doi.org/10.5281/zenodo.5151423 rus rus Zenodo https://doi.org/10.5281/zenodo.5148692 https://doi.org/10.5281/zenodo.5151423 oai:zenodo.org:5151423 info:eu-repo/semantics/openAccess Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cities Russia info:eu-repo/semantics/other 2021 ftzenodo https://doi.org/10.5281/zenodo.515142310.5281/zenodo.5148692 2024-07-27T07:27:08Z 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, ... Other/Unknown Material Ненец* Zenodo |
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cities Russia Evgeniy Pogrebnyak Kirill Artemov 1117 Russian cities with city name, region, geographic coordinates and 2020 population estimate |
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cities Russia |
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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, ... |
format |
Other/Unknown Material |
author |
Evgeniy Pogrebnyak Kirill Artemov |
author_facet |
Evgeniy Pogrebnyak Kirill Artemov |
author_sort |
Evgeniy Pogrebnyak |
title |
1117 Russian cities with city name, region, geographic coordinates and 2020 population estimate |
title_short |
1117 Russian cities with city name, region, geographic coordinates and 2020 population estimate |
title_full |
1117 Russian cities with city name, region, geographic coordinates and 2020 population estimate |
title_fullStr |
1117 Russian cities with city name, region, geographic coordinates and 2020 population estimate |
title_full_unstemmed |
1117 Russian cities with city name, region, geographic coordinates and 2020 population estimate |
title_sort |
1117 russian cities with city name, region, geographic coordinates and 2020 population estimate |
publisher |
Zenodo |
publishDate |
2021 |
url |
https://doi.org/10.5281/zenodo.5151423 |
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Ненец* |
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Ненец* |
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https://doi.org/10.5281/zenodo.5148692 https://doi.org/10.5281/zenodo.5151423 oai:zenodo.org:5151423 |
op_rights |
info:eu-repo/semantics/openAccess Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode |
op_doi |
https://doi.org/10.5281/zenodo.515142310.5281/zenodo.5148692 |
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