OEC Trade Forecasts

The forecasts shown in this tool use a long short-term memory model or LSTM. The LSTM approach is a form of machine learning which utilizes a recurrent neural network. In the case of the forecasts shown on this page we are using a data time series (based on the user selected dataset) as input for the model. The model is then able to learn order dependence and produce a sequence prediction.

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🌐 World Trade (Annual)

🌐 World Trade (Monthly)

🇨🇦 Canada Subnational

🇩🇪 Germany Subnational

🇯🇵 Japan Subnational

🇷🇺 Russia Subnational

🇪🇸 Spain Subnational