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mikeqfu/README.md

๐Ÿ‘‹ Hi, I'm Qian!

๐Ÿ”ฌ Postdoctoral researcher specialising in data integration & analytics.
๐ŸŒฑ Developing and maintaining PyHelpers, PyDriosm and PyRCS.
๐Ÿ› ๏ธ Solving real-world transport and energy challenges with data-driven solutions.
๐Ÿ“š Exploring advanced techniques in applied data science.

I am passionate about making data science tools more accessible to the research community and have also been working to enhance open-source Python tools for data analysis, scalable computing and usability, aiming to bridge the gap between complex methodologies and real-world applications across the transport and energy sectors.

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Recent publications:

  • Jiang, Y., Fu, Q., Thomopoulos, N., Chen, J.L. (2025). Understanding the influence of past driving experience on electric vehicle purchase intention in China. Transport Policy, 270-282. https://doi.org/10.1016/j.tranpol.2024.11.025
  • Fu, Q., Nicholson, G.L., Easton, J.M. (2024). Understanding data quality in a data-driven industry context: Insights from the fundamentals. Journal of Industrial Information Integration, 100729. https://doi.org/10.1016/j.jii.2024.100729
  • Yu, Y., Fu, Q., Zhang, D., Gu, Q. (2024). Understanding User Experience with Smart Home Products. Journal of Computer Information Systems, 1-23. https://doi.org/10.1080/08874417.2024.2408006

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  1. pydriosm pydriosm Public

    PyDriosm: an open-source tool for downloading, reading and PostgreSQL-based I/O of OpenStreetMap data

    Python 48 13

  2. pyrcs pyrcs Public

    PyRCS: An open-source tool for collecting railway codes used in different UK rail industry systems

    Python 12 3

  3. pyhelpers pyhelpers Public

    PyHelpers: An open-source toolkit for facilitating Python users' data manipulation tasks

    Python 15 3

  4. network-rail-weather-rail-incident-prediction network-rail-weather-rail-incident-prediction Public

    A (prototype) model for prediction of weather-related rail incidents in Great Britain

    Python 1 1

  5. network-rail-track-fixity-layer network-rail-track-fixity-layer Public

    This project develops a data mining tool for analysing and predicting track movements using asset data, environmental factors and track design knowledge to model key parameters and generate fixity โ€ฆ

    Python

  6. smart-home-product-reviews-analysis smart-home-product-reviews-analysis Public

    Understanding user experience using text mining & analysis: A case study of Amazon.com reviews for smart-home products

    Python