Egor Kotov

Egor Kotov
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Egor verified their affiliation via an institutional email.
Verified
Egor verified their affiliation via an institutional email.
  • PgD (Master) Urban Planning
  • Doctoral Researcher at Max Planck Institute for Demographic Research

Spatial Data Scientist, Doctoral Researcher at MPIDR and UPF

About

23
Publications
2,600
Reads
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30
Citations
Introduction
Research interests === Intra-urban and inter-regional mobility, commuting and migration; determinants, external effects and spillover effects === Inequalities in accessibility of jobs and services
Current institution
Max Planck Institute for Demographic Research
Current position
  • Doctoral Researcher
Additional affiliations
September 2023 - present
Universitat Pompeu Fabra
Position
  • PhD Student
June 2011 - October 2022
National Research University Higher School of Economics
Position
  • Research Associate
September 2018 - October 2022
National Research University Higher School of Economics
Position
  • Senior Lecturer
Description
  • Courses: - Computational Spatial Morphology - R Programming for Data Analysis
Education
September 2009 - September 2010
University of Aberdeen
Field of study
  • Urban & Rural Planning, Real Estate Evaliation
September 2004 - July 2009
National Research University Higher School of Economics
Field of study
  • Economics. World Economy and International Affairs

Publications

Publications (23)
Article
Full-text available
Intensive socio-economic interactions are a prerequisite for the innovative development of the economy, but at the same time, they may lead to increased epidemiological risks. Persistent migration patterns, the socio-demographic composition of the population, income level, and employment structure by type of economic activity determine the intensit...
Method
The article discusses the utility of containers in maintaining computational environments where deprecated R packages, such as GridSample, continue to function effectively. By utilizing containers, researchers can recreate the specific software conditions that were originally used for their analysis, ensuring reproducibility despite the evolving na...
Code
This repository contains files for the article about using containers for reproducible research with applications in demography.
Conference Paper
Full-text available
This study investigates the determinants of mobile app usage patterns in a 4G network across 20 French cities, focusing on the relative influence of socioeconomic characteristics of temporary visitors and locals. Using the NetMob23 dataset and a range of spatial and socioeconomic data sources, we apply random forest models to predict mobile traffic...
Code
Gain seamless access to origin-destination (OD) data from the Spanish Ministry of Transport, hosted at https://www.transportes.gob.es/ministerio/proyectos-singulares/estudios-de-movilidad-con-big-data/opendata-movilidad. This package simplifies the management of these large datasets by providing tools to download zone boundaries, handle associated...
Code
Quickly install 'Java Development Kit (JDK)' without administrative privileges and set environment variables in current R session or project to solve common issues with 'Java' environment management in 'R'. Recommended to users of 'Java'/'rJava'-dependent 'R' packages such as 'r5r', 'opentripplanner', 'xlsx', 'openNLP', 'rWeka', 'RJDBC', 'tabulapdf...
Article
The COVID-19 pandemic has demonstrated that the lack of consideration of the local specifics of territories—the specifics of socioeconomic interactions, characteristics of the labor market—when developing measures to respond to epidemiological threats leads to serious social or economic consequences. The creation of a typology of municipalities (in...
Method
The article discusses the utility of containers in maintaining computational environments where deprecated R packages, such as GridSample, continue to function effectively. By utilizing containers, researchers can recreate the specific software conditions that were originally used for their analysis, ensuring reproducibility despite the evolving na...
Article
Full-text available
The COVID-19 pandemic has demonstrated that the lack of consideration of the local specifics of territories, such as the specifics of socio-economic interactions, labor market characteristics, leads to serious social or economic consequences when developing response measures to epidemiological threats. The creation of a typology of territories (urb...
Data
Kotov, E., Goncharov, R., Kulchitsky, Y., Molodtsova, V., Nikitin, B. (2022). Spatial Modelling of Key Regional-Level Factors of COVID-19 Mortality in Russia. GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY, 15(2), 71–83. https://doi.org/10.24057/2071-9388-2021-076 Full data and reproducible R code for this paper at: https://github.com/e-kotov/ru-covid19-r...
Code
This repository contains some supplementary materials (code, data and plots) for the paper “DIVERSITY OF RUSSIAN ARCTIC CITIES IN THE CONTEXT OF RESILIENCE POTENTIAL: AN INTEGRATED APPROACH”.
Article
Full-text available
Considering the widespread of Covid-19 and its impact on the population health in Russian regions, it is necessary to examine the impact of the pandemic (as excess mortality) on the regional socio-economic development in 2020. Based on a quantitative and qualitative model, the study explains the process of coronavirus diffusion at the regional leve...
Code
wikimapR is an R package for accessing the raw vector data from Wikimapia via official Wikimapia API. Map data is returned as Simple Features (sf) objects with some of the object details included as nested lists.
Preprint
Full-text available
This article aims to contribute to the recent efforts of ISUF to bring closer and ultimately integrate the academic research on urban morphology and urban planning practice. Methodological differences between schools of urban morphology are a barrier to integration between research and practice. Qualitative schools focus on the historico- geographi...
Article
Full-text available
В статье проведена оценка мероприятий по развитию транспортной инфраструктуры в городах — участниках Чемпионата мира по футболу 2018 г. (ЧМ-2018). Рассмотрены транспортные системы городов с наиболее масштабными запланированными изменениями транспортной инфраструктуры — Саранска, Калининграда, Екатеринбурга. Анализ проведен на основе открытых простр...
Chapter
Full-text available
Создание новых объектов путем их строительства является основополагающим процессом развития городских центров притяжения. В докладе предлагается методика оценки вклада таких новых объектов в процесс развития системы городских центров активности. Методика применяется для периода с 2005 по 2013 г. По итогам наблюдений обнаружено, что количество и про...
Article
Full-text available
В статье произведена оценка мероприятий по развитию транспортной инфраструктуры в городах-участниках Чемпионата мира по футболу 2018 (ЧМ 2018). Рассмотрены транспортные системы городов с наиболее масштабными запланированными изменениями транспортной инфраструктуры – Саранска, Калининграда, Екатеринбурга. Анализ произведен на основе открытых простра...
Conference Paper
Full-text available
Глава сборника описывает процесс исследования и проектирования мастерской № 3 Международной летней школы «Преобразование транспортно-коммуникационных пространств городов. Транспортно-пересадочный узел «Компрессорный» г. Казани», организованной в рамках реализации Проекта ПРООН/ГЭФ – Минтранс России 00080462 «Сокращение выбросов парниковых газов от...

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