Big Data Processing of Commodity Flows in the Transport and Economic Balance of the Russian Federation

Autor: Elena Anikina, Oleg Evseev, Anton Zemtsov, Anton Urazov, Alexander Zaboev, Victor Buslov, Anton Shubin, Alexander Shubin, Vasily Murashov, Alexander Schirov
Rok vydání: 2020
Předmět:
Zdroj: Convergent Cognitive Information Technologies ISBN: 9783030374358
DOI: 10.1007/978-3-030-37436-5_32
Popis: Planning and forecasting transportation using econometric and mathematical tools based on the spatial input-output tables and knowledge of transportation effects is an important task for improving transport and regional economics. The spatial input-output tables of Russia further called the transport and economic balance of the Russian Federation aggregate the actual and forecast volumes of freight traffic between the regions of the country by rail, road, inland water and maritime transport by types of commodities. The actual information on freight traffic covering the period from 2007 to 2017 bases on statistics for industrial production, domestic and external trade, construction, agriculture, energy, as well as transport statistics and takes into account the relationship between production and consumption, import and export of goods. The features of the Russian statistical accounting specify the order of Big-data processing while calculating the balance.
Databáze: OpenAIRE