2024-04-22 Rand News
2024-04-21
Summary of Last Week
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend Analysis
The general trend of the exchange rate from the provided data set shows a slight increase. The exchange rate starts at 0.0716 and ends at 0.07191, demonstrating a gradual upward trend. However, the rate does not follow a straight line and there are fluctuations which are typical in financial markets.
Seasonality and Recurring Patterns
Identifying seasonality or recurrent patterns is complex without additional contextual data such as day of the week or month. However, by analysing these raw timestamped data, there does not appear to be a clear recurrent pattern or seasonality in the exchange rate. The exchange rate displays variations that are inconsistent and do not clearly repeat at specific intervals, hinting at the possibility that patterns may exist on a scale not visible in this data set.
Outliers Identification
The data doesn't seem to have any distinct outliers. The exchange rates don't exhibit significant deviations that would suggest abnormal values or sharp spikes. However, it should be noted that the absence of outliers in this analysis does not automatically mean that there are no external factors influencing the exchange rates. The effects of such variables may simply be too subtle to identify in this range of data.
Further Considerations and External Factors
While we're asked not to take into account specific events or external factors, it's important to remember that exchange rates can be influenced by a variety of elements such as economic indicators, market opening/closing hours, weekends/holidays, and the release of financial news and reports. Therefore, whilst they are not considered in this report, it should be noted that these factors often play a significant role in the real-world fluctuation of exchange rates.
Conclusion
In conclusion, the exchange rate data provided shows a general upward trend over time, with no clear seasonality or recurrent patterns identified from this data set alone. There are no obvious outliers within the dataset. It's important to reiterate that this succinct analysis does not consider external factors that could potentially significantly impact exchange rates.