2024-04-26 Ethiopian Birr 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
From the given dataset, it appears that the overall trend of the exchange rates (ETB) fluctuates in an almost stable manner. The highest rate observed in the dataset is 0.02412, whilst the lowest rate observed is 0.02387. A majority of the rates seem to linger around 0.02400 - 0.02411 implying a relatively moderate performance of the exchange rates over time. It's important to note that an in-depth study using timeseries methods or visualization could provide more precise insights on the trend's direction.
Seasonality or Recurring Patterns
Regarding seasonality or recurring patterns, the data provided doesn't cover a long enough period to determine the existence of any seasonality in the exchange rates. To confirm such patterns, we need data covering multiple cycles of the period in question (generally a year). However, if the provided dataset is representative of a repetitive pattern over a 24-hour period, there seem to be slight depreciations and appreciations of the exchange rate but not a significant fluctuation.
Identifying Outliers
Given the nature of the data and its relatively stable behavior, it is challenging to pinpoint explicit outliers without a computed measure of dispersion, such as the standard deviation or interquartile range (IQR). Also, some variations could still occur due to numerous market events.
All in all, the given dataset shows a relatively moderate and stable trend in exchange rates, with minor noticeable changes over time. Please note that these are descriptive findings and a deeper inferential analysis would require a more robust statistical evaluation.