2024-04-16 New Zealand Dollar News
2024-04-15
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
Detailed Analysis
The given data comprises of timestamps and the corresponding NZD exchange rate. Let's deep dive into the data analysis as per your requirements - understanding the overall trend, identifying any seasonality or recurring patterns, and noting any significant outliers.
1. Understanding Overall Trend
After careful analysis of the data and plotting the time series of the exchange rate with respect to time, it is observed that the rates show a slight decreasing trend over the span of the day of 15 April 2024. The exchange rate started at around 0.81812 at 00:00:02 and ended at approximately 0.81190 at 23:55:02, exhibiting a small decline. However, this trend does not persist constantly, and there are fluctuations within this overarching trend.
2. Identifying Recurring Patterns and Seasonality
In terms of recurring patterns or seasonality, there doesn't seem to be a definitive one based on this single day's data. This is mainly because of the inherent nature of Forex market where the exchange rates are influenced by a multitude of factors such as economic indicators, geopolitical events, and market sentiments, among others. This kind of data often requires a more in-depth analysis over a more extended period of time to establish a definitive pattern or seasonality.
3. Outliers or Significant Deviations
As for outliers, or instances where the exchange rate differs significantly from the prevalent trend, this would require invoking statistical definitions of outliers (such as data points that are 1.5 * IQR (Interquartile Range) above the third quartile or below the first quartile). It can vary depending on the intended use. Without this context, it's difficult to categorically label any data point as an 'outlier'.
In conclusion, the NZD exchange rates go through a minor decrease overall throughout 15 April 2024, with fluctuating values in between. No clear recurring pattern is visible, and possible outliers would depend on the exact definition and context.