Rising AUD Exchange Rates Observe Significant Fluctuations
2024-03-12
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend Analysis
Looking at this dataset, it appears that the exchange rate of the AUD has small fluctuations in a short period of time. Though it decreased for some time from about 0.8913 to around 0.89008, it generally shows a tendency to increase. Various local maximums and minimums can be identified, however, no steady and predictable pattern appears to emerge, indicating a largely unstable or volatile rate.
Seasonality and Recurring Patterns
In analyzing seasonality or recurring patterns, it's important to note that financial markets - which involve exchange rates - are generally complex and influenced by numerous factors, making seasonality less predictable. From the dataset alone, although there seem to be minor repetitions where the rate falls and rises back again, there isn't a clear, consistent seasonal pattern because the dataset covers a very limited timeframe (one day). More data, over a longer timeframe, might reveal more about potential seasonality.
Outlier Detection
Within this dataset, no significant outliers or immediately apparent irregularities can be seen. All changes in value are gradual and there are no sudden spikes or plunges, which would typically indicate the presence of outliers or unusual activity. Also, the range of the exchange rate (0.89008 - 0.89261) is quite narrow with low variance, thus, it is safe to conclude that the given data does not contain any significant outliers.
One final point to note is that this analysis is purely data-driven, based on the provided figures only. An in-depth financial analysis might use other methods and consider other factors, including global financial news, geopolitical events, and many others that can affect exchange rates.