2024-04-22 Ghana Cedi News
2024-04-21
Summary of Last Week
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend of GHS Exchange Rates
Based on the provided dataset, there seems to be a slight downward trend in the GHS exchange rate over the period shown. This is determined by noting that over large swathes of data, the exchange rate decreases slightly more than it increases. However, it's important to highlight that this trend is not so steep and there are multiple instances during which the rate remains stable or even increases for certain periods.
Seasonality or Recurring Patterns
No clear seasonality patterns appear in the data at a glance. The data does not appear to cycle in a predictable or repeating manner across similar time periods or intervals. However, more detailed analysis often reveals patterns that first impressions might miss. We would need to do further and more advanced testing for the presence of seasonal effects - taking advantage of statistical techniques or considering additional information not included in the current data.
Significant Outliers
In this dataset, there are few significant jumps and drops in the exchange rate that could be considered as outliers. Given the nature of foreign exchange markets, such outliers are typically induced by various external factors - including significant global events, changes in economic indicators, or shifts in market sentiment. These sharp changes probably represent important events or shifts in the market condition and can have varying implications for future trends.
Final Note
To derive robust conclusions from this data, more sophisticated analysis methods could be employed. Time-series analysis can help reveal underlying trends, cycles, and other characteristics that might not be immediately apparent from the raw data. Furthermore, such analyses might not capture the full dynamics of foreign exchange markets. External factors such as geopolitical events, economic indicators and policy changes can also have significant impact which are not accounted for in this analysis.