2024-04-17 Ethiopian Birr News
2024-04-16
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Analysis of Time Series Financial Data
From analyzing the provided dataset which contains time series data on exchange rates (ETB), the following observations can be made:
1. Overall Trend
The exchange rate for ETB within the timeframe of the data provided is relatively stable with minimal fluctuations. The rate starts at a benchmark of about 0.02416 and ends on a similar figure of 0.02428. The data distinctly shows very minor increases and decreases within intervals of time but maintains a generally flat trend throughout.
2. Seasonality or Recurring Patterns
A discernible pattern or cyclic recurrence within the intervals seems to be absent. The pattern of the exchange rate is fairly random with no visible daily, weekly, or monthly cycles. The slight rises and drops do not show recurrence at specific timestamp intervals. There's no clear seasonality in the data.
3. Outliers
Almost all the figures in the dataset range between 0.02415 and 0.02435. Given this narrow range of values, there are no extreme values that deviate significantly from the trend. Therefore, no apparent outlier can be discerned from this set of data. It exhibits a stable exchange rate scenario for ETB within the time scope provided.
In brief, for the period under observation, the ETB exchange rate has remained relatively stable with no discernible outliers or specific recurring patterns. It shows a minor fluctuating but relatively flat trend which implies a steady, stable period for the ETB exchange rate.