2024-05-06 Australian Dollar News
2024-05-05
Summary of Last Week
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Understanding the Overall Trend of Exchange Rates
Glancing at the dataset, the trend in the AUD exchange rate seems to be relatively stable with slight fluctuations. While there are some periods with a noticeable increase or decrease in rate, these appear to be temporary shifts rather than indicative of a larger trend. The majority of rates hover close to the 0.890 - 0.900 range, only going slightly above or below these values.
Identifying Seasonality or Recurring Patterns
Given the dataset covers a relatively short period, specifically between April and May of 2024, identifying seasonal trends isn't entirely feasible. Given a larger dataset with data for multiple years, the task could then accurately capture and describe seasonal trends or recurring patterns. Nonetheless, the data shows a certain element of oscillation around a stable mean throughout the period, but no clear pattern seems to emerge over the observed timescale. Due to market nature, these fluctuations can be attributed to normal daily trading activities.
Note on Outliers
The dataset shows a few potential outliers, where the rate seems to deviate from its general range. Notably, on May 3rd, 2024, the rate significantly jumps to around 0.904 – noticeably higher than its otherwise stable fluctuating range. However, due to the fluctuating nature of Forex data, such hyper-fluctuations can still be within normal market behavior, notably when there are significant financial events globally. Nonetheless, within the confines of this dataset, it is a notable outlier worth exploring further potentially.
Remember, for an in-depth and more accurate analysis, a dataset that’s broader in terms of timeline and added variables like market indicators, trading volume, and information on global financial events or news could help. The exchange rate of a currency is influenced by numerous factors, so understanding and including these diverse aspects when processing the data can provide a more holistic and accurate view of the trends and patterns within the data.