In this paper a new method, called waveform dictionaries, is proposed to analyse the trend of the exchange rate of the Australian dollar against other currencies. Four different currencies are explored. The wavelet transform extracts the features and displays the results in a time-frequency (scale) map. The results indicate possible insights into market behaviour such as the dominant market reaction to news.