2024-04-23 Australian Dollar News
2024-04-22
Summary of Last Month
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend
The overall trend of the exchange rate, AUD in this case, is somewhat unique for this time series data. Over the entire time period, the rate shows a nuanced fluctuation patterns, however, two major uptrends can be seen, the first one is from the beginning of the series until it drops right after 03:00 followed by a minor recovery, and the second from around 07:10 that remains flat for the next few hours up until 16:00 with minimal increases and decreases in between. After 16:00, the rate shows a gradual downtrend until right before 19:00. There is an upswing in the rate at around 19:00 which continues until 21:15, after that, it starts to decrease again until 22:00. Later it remains somewhat flat, with minor hiccups here and there.
Seasonality and Recurring Patterns
In this time series data, it is challenging to detect any clear seasonality or recurring patterns. The exchange rate fluctuates over time, with intervals of increase and decrease. However, as this data covers a span of only a day, it is not appropriate to suggest any strong seasonal effects. More data over extended periods might reveal potential cyclical patterns or seasonality. Despite the absence of any clear seasonality, some similar patterns can be seen at different intervals during the day, suggesting that the timing of certain activities might impact the rate.
Outliers
An outlier in this context would be a significant deviation from the general trend established over time. Looking at the data provided, several hourly increase and decrease in rates can be identified, but these variations seem to follow a similar pattern over time. Hence, no extreme outliers could be identified in this dataset. However, the large uptrend seen around 20:00 and the subsequent downtrend after 21:00 might raise some eyebrows when viewed individually. But over the period of the day, the fluctuation is not as abrupt.