2024-04-23 New Zealand 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 of the Exchange Rates
Upon analyzing the dataset, it is observed that there is a slight downward trend in the NZD exchange rate values over the period shown. Starting from 0.81155, the exchange rate generally fluctuates around the 0.811 and 0.810 level, until it eventually settles near 0.81052. While there are ups and downs throughout, the overall direction is a slight depreciation of the NZD.
Seasonality or Recurring Patterns in Exchange Rates
It is hard to identify any clear seasonality or recurring patterns based on this data. The exchange rates do fluctuate regularly, but these fluctuations do not seem to follow a specific or predictable pattern that repeats over time or at certain times. It might require a more detailed, higher-frequency dataset in order to observe any daily or hourly patterns. In this dataset, a significant amount of noise is present, which is common in financial time series data like exchange rates. Hence, extraction of a meaningful cycle or seasonality might not be possible from this dataset.
Identification of Outliers
Regarding the outliers, given the slight but consistent depreciation trend, any sharp upward spike could be considered as an outlier. Specifically, the reading of 0.81174 and the lowest point of 0.80981 appear to be significant deviations from the general trend. However, without a clear pattern or seasonality, determining an ‘expected’ value for any given timestamp is challenging. Therefore, defining what would constitute an outlier is difficult in this particular context.
Please note that further analysis might be necessary to fully understand the behaviours of the NZD exchange rates, including examining longer periods of time, introducing more variables (like volume or other related financial indicators), or utilizing more sophisticated statistical methods or financial models.