2024-04-17 Nakfa 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
Understanding Overall Trend
Having analyzed the given time-series data, it is observed that the ERN exchange rates demonstrate minor fluctuations but overall appear stable. The value oscillates around the 0.092 mark throughout the period, with no distinct or progressive increase or decrease observed. It is evident that the market conditions during this period were relatively stable, hence the modest variations in the exchange rates.
Identification of Seasonality and Recurring Patterns
Given the data at hand for a single day, it is challenging to identify definitive seasonal or recurring patterns in the exchange rates. Daily exchange rates can certainly exhibit repetitive fluctuations based on trading hours, but the data at hand is insufficient to determine weekly, monthly or yearly seasonality patterns. Further data analysis over a more extended period would be required to identify such patterns accurately.
Noting Outliers
An outlier in this context would be a substantial variance in the exchange rate disregarding the general trend. There are minor fluctuations in the given dataset, but no significant or unexpected spikes or drops are observed to categorize as outliers. Critical indicators of outliers, like abrupt and substantial increases or decreases in the exchange rate, are not present in this data. Any minor fluctuations are within the normal threshold.
Thus, the ERN exchange rate over this period appears stable with minor, expected fluctuations which are typical in any foreign exchange market. Further insights on seasonality or anomalies would necessitate a longer duration of data spreading across several weeks, months or even years.