2024-04-19 Bahamian Dollar News
2024-04-18
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Initial Observation
On first inspection, we can identify few inconsistencies on this given data. The given timestamps represent a specific instance when the exchange rate has been recorded. The timestamps seem to be around 5 minutes apart, but there are instances where the recordings are inconsistent. A more consistent timing of the records would provide a better perspective on the trends and changes in the exchange rate. As this is a significant factor which influences the quality of a time series analysis, we should keep this in mind going forward.
Overall Trend of the Exchange Rates
In general, we notice that the exchange rate has a slight decrease trend during the given period. The data starts at an exchange rate of approximately 1.3795 at 2024-04-18 00:10:02 and ends at an exchange rate of approximately 1.37315 at 2024-04-18 23:55:02. There are, however, substantial fluctuations in the exchange rate within this period.
Seasonality and Recurring Patterns
In this given dataset, we cannot conclusively state that there is a form of seasonality or any recurring patterns. This might be due to the short timeframe of one day in the dataset. On this single day, however, we do observe the slight downward trend mentioned above.
Outliers
At 2024-04-18 20:05:03, the exchange rate drops significantly from 1.3784 to 1.37252, an unusual fluctuation compared to the rest of the dataset. Similarly, we see a considerably high exchange rate at 2024-04-18 19:20:02 of 1.37818 compared to nearby data points. These points may be considered outliers due to their substantial deviation from nearby points.
Conclusion
In conclusion, over the course of this single day, the exchange rate showed a general downward trend with minor fluctuations. We could not pinpoint clear patterns or seasonality in this single day data. Though a few outliers were spotted, in general, the time series does not show a significant deviation from its general trend. Still, to gain more comprehensive insight, a longer period of analysis may be required, and considering factors like market opening/closing hours, weekends/holidays, or the release of key financial news could be beneficial in a more detailed study.