2024-05-02 Australian Dollar News
2024-05-01
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Data Analysis - Exchange Rates (AUD)
The given dataset offers a record of changes in the AUD exchange rate, timestamped to the second, over a span of few days. Given the nature of your request, the analysis provided will be purely based on the dataset with no consideration for external factors such as market hours, financial news or future forecasting.
1. Understanding the Overall Trend
By observing the series overall, it appears that the AUD exchange rate exhibits a gradual upwards trend throughout the given dataset. We start at an exchange rate of 0.89178 and end at 0.89687. Though there are small fluctuations and occasional drops in the rate, the overall movement is towards increase.
2. Identifying Seasonality or Recurring Patterns
When it comes to discerning any seasonality or recurring patterns, it can be quite complex within such a granular time-based dataset. Due to the inherent volatility of exchange rates, establishing a reliable repeating pattern is difficult. However, on a broad level, the data seems to display some level of cyclic behavior, with periods of gradual increase in the exchange rate followed by a sharper decrease, before the rate begins to rise again. But, this observation might be unreliable without a larger dataset.
3. Noting Outliers
In terms of outliers, there are periods where the exchange rate experiences sudden drops or increases that deviate from the observed trend. For instance, the sudden rise to 0.89619 from 0.89392 and then falling back to 0.89533 within 10 minutes is an example where the exchange rate differs significantly from the general pattern.
Remember, the results of this analysis are based purely on the provided data and do not take into account wider market factors. For a more accurate understanding, real-world factors such as economic announcements, market opening/closing hours, weekends/holidays, etc., should be considered.