Skip to main content

Development of a Visualization Tool for the Occurrence of Life Events on the Demographic Lexis Grid

  • Conference paper
  • First Online:
Recent Trends in Analysis of Images, Social Networks and Texts (AIST 2023)

Abstract

We present an interactive web-based tool that allows researchers to visualize the occurrence of life events on the demographic Lexis grid. The tool can be used to compare different generations, find the most important patterns for the occurrence of certain chains of events, and predict next the most likely events. The current version of the tool is already available by the link (https://tanyammm-visualization-v-2--data-31ue11.streamlit.app/).

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

Notes

  1. 1.

    https://tanyammm-visualization-v-2--data-31ue11.streamlit.app/.

References

  1. Ignatov, D.I., Mitrofanova, E., Muratova, A., Gizdatullin, D.: Pattern mining and machine learning for demographic sequences. In: Klinov, P., Mouromtsev, D. (eds.) KESW 2015. CCIS, vol. 518, pp. 225–239. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-24543-0_17

    Chapter  Google Scholar 

  2. Gizdatullin, D., Baixeries, J., Ignatov, D.I., Mitrofanova, E., Muratova, A., Espy, T.H.: Learning interpretable prefix-based patterns from demographic sequences. In: Strijov, V.V., Ignatov, D.I., Vorontsov, K.V. (eds.) IDP 2016. CCIS, vol. 794, pp. 74–91. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-35400-8_6

    Chapter  Google Scholar 

  3. Abbott, A., Tsay, A.: Sequence analysis and optimal matching methods in sociology: review and prospect. Sociol. Methods Res. 29(1), 3–33 (2000)

    Article  Google Scholar 

  4. Aisenbrey, S., Fasang, A.: Beyond optimal matching: the second wave’ of sequence analysis (2007)

    Google Scholar 

  5. Aisenbrey, S., Fasang, A.E.: New life for old ideas: the second wave’ of sequence analysis bringing the course’ back into the life course. Sociol. Methods Res. 38(3), 420–462 (2010)

    Google Scholar 

  6. Billari, F.C.: Sequence analysis in demographic research. Can. Stud. Popul. 28(2), 439–458 (2001)

    Article  Google Scholar 

  7. Billari, F.C., Piccarreta, R.: Analyzing demographic life courses through sequence analysis. Math. Popul. Stud. 12(2), 81–106 (2005)

    Article  MathSciNet  Google Scholar 

  8. Calot, G.: Demographic Techniques: LEXIS Diagram. Elsevier (2001)

    Google Scholar 

  9. Smith, P.C.: Demographic analysis: Methods, Results, Applications by Roland Pressat. Philippine Sociological Review (1973)

    Google Scholar 

  10. Muratova, A., Mitrofanova, E., Islam, R.: Comparison of machine learning methods for life trajectory analysis in demography. In: Nguyen, N.T., Chittayasothorn, S., Niyato, D., Trawiński, B. (eds.) ACIIDS 2021. LNCS (LNAI), vol. 12672, pp. 630–642. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-73280-6_50

    Chapter  Google Scholar 

Download references

Acknowledgements

This work is an output of a research project implemented as a part of the Basic Research Program at the National Research University Higher School of Economics (HSE University). This research was also supported in part through computational resources of HPC facilities at HSE University.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tatyana Maximova .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2024 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Mitrofanova, E., Ignatov, D.I., Maximova, T., Podshivalova, A., Muratova, A. (2024). Development of a Visualization Tool for the Occurrence of Life Events on the Demographic Lexis Grid. In: Ignatov, D.I., et al. Recent Trends in Analysis of Images, Social Networks and Texts. AIST 2023. Communications in Computer and Information Science, vol 1905. Springer, Cham. https://doi.org/10.1007/978-3-031-67008-4_22

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-67008-4_22

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-67007-7

  • Online ISBN: 978-3-031-67008-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics