2024-05-06 Naira News
2024-05-05
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
Understanding the Overall Trend of The Exchange Rates
Analyzing the given dataset, it seems that the exchange rates from April to May 2024 have experienced some ups and downs. However, if we examine the beginning and the end of the interval, the exchange rates have decreased slightly. It started at around 0.00103 on April 5th and fell to 0.00098 on May 3rd. This implies largely a downward trend in exchange rates during this particular timeframe.
Identifying Seasonality or Recurring Patterns
Regarding the seasonality or recurring patterns in the changes of exchange rates, the data does not clearly denote any daily seasonality trends. As data points do not cover every hour of each day, it would be inappropriate to draw any conclusions on daily patterns of fluctuation. We can, however, observe that there are some prominent fluctuations which occur throughout this time frame. Fluctuations appear to be more correlated with specific dates rather than specific times of a daily cycle. To more conclusively determine seasonality trends, more consistent and extensive data coverage would be needed.
Noting Any Outliers
As for outlining any significant anomalies or outliers in the data, there are a few significant jumps and falls in the exchange rates. For instance, the value went from 0.0011 on April 11th to 0.00115 on April 12th, and then back to 0.0011 on the same day. Another example is the rate decreasing from 0.00128 on April 22nd to 0.00115 on the same day. It's important to note that these outliers don't necessarily signal a problem or error; instead, they might indicate significant market events. However, further contextual information is needed to affirm this.
Please note that these observations are based purely on the provided dataset. Further, more detailed analysis could refine these findings.