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Discrete choice model for the choice of mobility resources, used for the generation of a synthetic population (SynPop).

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Mobility resources in Switzerland in 2015

This code generates a data file based on the row data of the Mobility and Transport Microcensus 2015. The generated data file can then be used with BisonBiogeme in order to estimate a discrete choice model for the choice of mobility resources in Switzerland in 2015. Two models are available in /data/output_data/biogeme:

  • One model specification corresponds to our paper presented at the 18th Swiss Transport Research Conference (STRC)
  • One model specification corresponds to what was used for the generation of a synthetic population (SynPop)

How to get things work

To run this code, you need to:

  • install BisonBiogeme: http://biogeme.epfl.ch/.
  • get the data of the Mobility and Transport Microcensus. To know more about the data, please check the webpage of the Mobility and Transport Microcensus (in English, German, French and Italian). The cost of the data is described in detail in French and in German. Please order the data using our formular in German, in French or in Italian. If you don't understand any of these three languages or if you have any questions about getting the raw data, please write to [email protected].
  • have python 3 with pandas installed

Once you get the data of the MTMC, please copy haushalte.csv and zielpersonen.csv in data/source_data/mtmc.

Our paper at the 18th Swiss Transport Research Conference (STRC)

The paper presenting the results is available on http://www.strc.ch/2018/Danalet_Mathys.pdf.

The synthetic population

To know more about the synthetic population, check https://www.are.admin.ch/flnm. To know more about the choice model for mobility ressources used to generate this synthetic population, check its description (only in French).

Data sources

The population of the communes of Switzerland (state: 01/01/2015) is used by this code. It is in source_data/population_by_commune_2015.csv. The data come from the Swiss Federal Statistical Office (FSO), STAT-TAB: https://www.bfs.admin.ch/bfs/en/home/services/recherche/stat-tab-online-data-search.html

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Discrete choice model for the choice of mobility resources, used for the generation of a synthetic population (SynPop).

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