2024-04-30 New Zealand Dollar News
2024-04-29
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 of Exchange Rates
From the data provided, the New Zealand Dollar (NZD) exchange rate has generally shown a fluctuating trend throughout the period. Although these fluctuations are not too dramatic and the rates seem to fluctuate within a relatively small range, there is no clear constant trend of increase or decrease. The NZD exchange rate started at around 0.81486 and ended near 0.81407. Therefore, the net change is almost negligible, suggesting that the rate has remained relatively stable over the period shown.
Seasonality and Recurring Patterns
Regarding seasonality or recurring patterns, time series data like this can prove challenging to manually discern visible patterns or cycles. If the data were averaged over regular intervals, such as daily or monthly, then there might be some discernible patterns. However, given the current high-frequency form of the data - down to five-minute intervals - the fluctuations appear more random and less cyclical, indicating no strong or obvious seasonality.
Outliers Assessment
The identification of outliers or abnormal data points based on the given data can be challenging. As previously mentioned, the NZD exchange rate oscillates within a relatively small range, showing no significant spikes or dips that might suggest the presence of outliers. Generally, without unexpected large-scale financial occurrences, exchange rates tend not to exhibit extreme changes within short periods.
Additional Considerations
It's important to remember that the forex market is highly complex and influenced by many factors such as economic indicators, geopolitical events, and investor sentiment. While this analysis does not take any of these external factors into account, due to their complexity and the limitations of the available data, they are critical elements to consider when performing an in-depth financial analysis.