2024-05-22 Naira News
2024-05-21
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Analysis of the Foreign Exchange Rate Data
An analysis of the provided dataset, a time series data elucidating the changes in exchange rates (in NGN) at different timestamps, has been performed. The goal of the analysis was to understand the overall trends in exchange rates, identify any seasonality, and note any significant outliers.
The Overall Trend of Exchange Rates
Between the timestamps "2024-05-21 00:00:02" and "2024-05-21 09:45:03", the exchange rate value remained the same at 0.00089. This suggests a stable exchange rate during this duration.
However, starting at the timestamp "2024-05-21 09:50:03" until "2024-05-21 12:55:02", the rate increased to 0.00092 which represents a slight increase in the value of the currency. From "2024-05-21 12:55:02" onward, the rate witnessed a further increase to 0.00096, hence indicating a rising trend in the end hours of the series data.
Seasonality in Exchange Rates
Unlike many financial time series, this dataset doesn't display a clear seasonal pattern. The exchange rates stayed consistent for the majority of the time, with only two noticeable changes. Therefore, any seasonality in the data is not obvious from this analysis.
Identification of Outliers
The outliers in a time series data are usually the data points that significantly deviate from the trend and seasonality. However, in this dataset, the rates stayed mostly constant. Thus, based on the trend, there don’t appear to be any significant outliers in this dataset as such fluctuations in exchange rates are normal.
In conclusion, the overall trend of the exchange rate data depicted a moderately stable to rising trend, with no explicit seasonality or outliers observed within the data.