2024-04-19 Ghana Cedi News
2024-04-18
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 Trend Analysis
After carefully reviewing the dataset, it can be observed that the exchange rate (GHS) generally shows a gradual decreasing trend from the starting value of about 0.10256 to around 0.10202 at the end of the provided period. However, the decrease isn't significant as the values fluctuation is only within a small range throughout the timestamps. Over the given period, the rate does not remain entire stable, it shows minor ups and downs, indicating a potential volatility in the exchange rate.
Seasonality and Recurring Patterns
With respect to the given dataset, it's fairly difficult to definitively state any apparent seasonality or recurring patterns in the exchange rates. This is primarily because the frequency of data is high (every 5 minutes) and the given period is over a day. Seasonality is easier to spot over extended periods such as months or years. Future analysis may benefit from additional data taken over a longer period to draw better conclusions about potential seasonality.
Outliers
In the provided dataset, no major outliers can be identified that significantly deviate from the rest of the data. However, it's important to note an apparent sudden dip around 20:05 hours where the value drops to 0.10197 from 0.10246. It is not a major deviation but still notable due to the generally small range of fluctuation in the dataset. This could be due to various reasons like variations in market demand-supply scenario or influences of macroeconomic factors.
Please note that this analysis does not take into consideration external factors such as market opening/closing hours, weekends/holidays, or the release of key financial news and reports which can have significant impact on exchange rates.