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Data Mining Edmonton's 311 Data

This repository contains the data files used for data mining Edmonton's 311 data based on weather, holiday and council meeting data.

For more information please read the presentation.pdf file or the report.pdf file.

Association rule mining was performed using SPMF: Fournier-Viger, P., Lin, C.W., Gomariz, A., Gueniche, T., Soltani, A., Deng, Z., Lam, H. T. (2016). The SPMF Open-Source Data Mining Library Version 2. Proc. 19th European Conference on Principles of Data Mining and Knowledge Discovery (PKDD 2016) Part III, Springer LNCS 9853, Â pp. 36-40.

TODO

Visualizations

  • Census neighborhood map

  • Weather and number of issues

  • Service requests reported from telephone, internet, etc.

  • Map of most common service request per neighborhood

DATA MERGING

  • Weather (temperature, humidity, health index, etc. on date created)

  • Stat holiday