2024-04-26 Hong Kong Dollar News
2024-04-25
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Understanding the Overall Trend
The provided time-series data for the exchange rate of HKD was carefully analyzed. Looking at the numbers, there does not appear to be a consistent upward or downward trend throughout. The numbers fluctuate, but within a relatively confined range. However, if we consider some micro trend periods, we can see some slight decreases and increases, but overall the rate is highly stable, smoothly fluctuating mainly between 0.17438 and 0.17532. Thus, we can conclude that exchange rates generally remain stable over this period.
Identifying Seasonality or Recurring Patterns
In the given dataset, there is not enough data over a significant period of time to definitively identify any seasonal patterns or true recurring cycles due to the limited context. The data appears to fluctuate randomly with no clear cyclic or seasonal influence within this specific period.
Outliers and Significant Observations
Although there are small scale fluctuations in the exchange rate, there are no clear data points that can be tagged as outliers based on the given stream of data. The rates were relatively stable and remained within a confined range without any extreme peaks or troughs. In this context, all observed rates can be considered as within normal variation, indicative of stable market conditions.
Note: Further analysis could be conducted with more comprehensive datasets over the longer term, considering external factors such as key financial events, market cycles, weekend or holiday effects, and more to map out notable trends or patterns more effectively.