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Time-series analysis of crime data has been presented and the forecasting model has been implemented using SARIMA and Holt-Winters triple index smoothing.

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roshankoirala/Time_Series_Analysis-

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Time_Series_Analysis-

This repository has the following sections:

  • Data_n_EDA: preperation of the data and exploratory data analysis
  • SARIMA_model: modeling data based on seasonal auto-regressive integrated moving average method
  • Forecasting: Holt Winters triple index smoothing method
  • TimeSeries_CrimeData: detailed written report of the work

Future direction

  • LSTM: deep learning model based on long short term memory
  • Spectral analysis

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Time-series analysis of crime data has been presented and the forecasting model has been implemented using SARIMA and Holt-Winters triple index smoothing.

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