2024-04-23 US Dollar News
2024-04-22
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
Overall Trend Analysis
The exchange rates do not see a consistent linear increase or decrease across the dataset. The rates fluctuate within a range of approximately 1.36883 to 1.37493 over the recorded period. The starting exchange rate is 1.37279, and the ending rate is 1.36984, showing a slight overall decrease.
Seasonality Analysis
The exchange rates seem to show some intra-day seasonality. The fluctuations do not appear purely random but instead seem to follow a certain pattern which repeats every day. However, without additional information such as market opening/closing hours, it is hard to definitively pinpoint specific time periods having higher volatility than others.
Outliers Analysis
In terms of outliers, the rate of 1.37493 appears to be a high outlier that notably deviates from the usual exchange rate range. On the lower side, rates like 1.36883 fall beyond the normal lower range and can be considered as potential outliers. These rates represent moments when the USD significantly diverged from its usual exchange rate trend within the analyzed period.
Conducting a comprehensive outlier detection would necessitate statistical methods such as Z-Score or Interquartile Range based analyses, which have not been performed in this context. Please consider performing such analyses for identifying potential outliers and assessing their impact on the overall trend and analysis.