2024-05-07 Hong Kong Dollar News
2024-05-06
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
Analysis of Exchange Rates (HKD) Time Series Data
After a detailed analysis of the exchange rates data provided, here are the findings:
1. Overall Trend of the Exchange Rates
The general trend of the exchange rates changes throughout the given timeframe. The HKD exchange rate experienced slight fluctuations mostly within the range of 0.17465 to 0.17514. There are no substantial increases or decreases, indicating a rather stable market during this timeline. It's vital to note that even a small change in an exchange rate can have a significant impact due to the large scale of foreign exchange markets.
2. Seasonality and Recurring Patterns
There seems to have some weak patterns in the dataset, but it does not evidently point towards a strong seasonality or cyclical behaviour. Nevertheless, in-depth time-series analysis methods like Autoregressive Integrated Moving Average (ARIMA) could be employed to ascertain any underlying seasonality that may not be directly visible from the raw data.
3. Identification of Outliers
The dataset seems to have minimal outliers, and any sprouting mismatches could be attributed to the innate volatility of the forex market. Perhaps, major market events or sudden shifts in economic policies could cause such deviations. However, these possibilities have not been taken into account in this analysis. A more robust statistical analysis could be done to pinpoint and investigate potential outliers or anomalies in the data.
In conclusion, this analysis primarily serves to offer insights and does not, in any manner, provide a deterministic outlook of the financial market's trajectory. Financial markets are influenced by a multitude of factors, many of which are dynamic and unpredictable. Therefore, this analysis should only be used as a guide coupled with external insights and comprehensive market knowledge.