2024-05-07 Ghana Cedi News
2024-05-06
Summary of Last Month
- 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
By examining the data, you can see a declining or downward trend in exchange rates over the course of the dataset. The rate seems to start at roughly around 0.10, and by the end of the data, it has fallen to just below this figure. This indicates a decline in the exchange value of the currency over time, demonstrating depreciation.
Identification of Seasonality or Patterns
While it isn't definitive within this dataset, a tentative observation may suggest the presence of a mild daily seasonality. The exchange rates appear to have slightly more fluctuations during certain hours of the day; however, more data would be necessary for a more robust confirmation of this trend. A more detailed and full picture of the pattern could emerge with a larger dataset or data over a more extended period. Nevertheless, this could suggest that factors operating on a 24-hour cycle, such as daily market opens and closes, may have an impact on the currency's exchange rate.
Noting Outliers
Upon close analysis of the dataset, it can be noted that a few potential outliers are present where the rates show unexpected spikes or troughs. For instance, around the timestamp '2024-05-06 13:00:03', the rate rises to 0.09914 from 0.09898, which is a reasonably significant jump. However, these do not significantly deviate from the general trend observed for the period and revert quickly back to expected levels based on trend and seasonality. These could be due to a numerous reasons including market responses to immediate news, fluctuations in demand and supply, among others.