2024-05-03 Australian Dollar News
2024-05-02
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
1. Understanding the overall trend of the exchange rates
The given time series data reflects changes in the exchange rate of the Australian Dollar (AUD) at different times. The primary step in analyzing this dataset is to determine the overall trend of the data. This involves seeing if the exchange rates generally increase, decrease, or remain stable throughout the period.
On initial observation, it is seen that the exchange rates hover between 0.895 and 0.899 with minor fluctuations in between. As such, we can deduce that the exchange rates remained relatively stable in the given period. However, it should be noted that this is a general observation, and there might be minor fluctuations within this period.
2. Identifying any seasonality or recurring patterns in the changes of exchange rates
The second step involves identifying whether there exist any seasonality trends or recurring patterns in the exchange rates. From the provided dataset, discerning such trends is challenging due to the lack of large differences between the maximum and minimum values.
However, upon close inspection, we might observe some degree of seasonality. An instance of this can be seen, for example, around the '2024-05-02 16:25:02' to '2024-05-02 16:40:03' brackets where a consistent increase in values can be noticed. This frequent rise might indicate a non-random pattern suggesting that the exchange rates are influenced by certain hourly factors.
3. Noting any outliers, or instances where the exchange rate differs significantly from what would be expected based on trend or seasonality
The final step involves looking for any outliers or instances where the exchange rate varies significantly from the established trend or seasonality. However, judging from the dataset provided, there doesn't seem to be a significant fluctuation or visible outliers. The AUD exchange rates remain fairly consistent as they are confined between 0.895 and 0.899 with no substantial deviations from these values.
In conclusion, while the exchange rates remained relatively stable during this period, some small fluctuations and intricate patterns could be detected at given intervals. An important consideration is that this analysis is based solely on the data provided and does not take into account any external economic or financial factors that could impact the exchange rates.