2024-04-17 Ghana Cedi 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
Overall Analysis of Exchange Rates1. Overall Trend of the Exchange Rates
The dataset provided for the analysis tracks the changes in the exchange rates (GHS) over a 24-hour period on 16th April 2024. A cursory analysis indicates that the exchange rate generally shows a moderate degree of volatility over this period. After starting at 0.10221 at midnight, the lowest rate during the observation interval is 0.10214 and the highest is 0.10314. This does not indicate any definitive trend of increasing or decreasing rates. However, a more detailed analysis can provide more insights.
2. Recurring Patterns and Seasonal Variations
As per the timestamp, the data seems to be taken at intervals of roughly 5 minutes throughout the day. A time-series pattern is barely noticeable when examined on a day-to-day basis due to inherent market volatility. However, there seems to be certain behavior that market exhibits on a smaller scale, specifically every few hours. There is minor fluctuation observed in the given period however it's difficult to conclude seasonality for the day based on the data of a single day.
3. Identification of Outliers
Within the given 24-hours span, the rates tend to stay relatively stable, with deviations rarely exceeding 0.001. In the available data, a few instances of significant change can be observed such as around 06:25 am, when the exchange rate spiked to 0.10274. It cannot be definitively judged based on a single day's data if such instances are outliers or regular market occurrences.
It's necessary to take into account that a more accurate analysis would require data from more extended periods for better understanding of the trends, deciding on the presence of seasonality, and recognizing genuine outliers. The monitoring of the influence of external factors such as market opening/closing hours, weekends/holidays, and key financial news may also need to be considered for a deep understanding of the exchange rates movements.