2024-04-23 Euro 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 of the EUR Exchange Rate
The average exchange rate throughout the given period was approximately 1.4605. The highest observed exchange rate was 1.4647, while the lowest was at 1.45913. The exchange rate data shows a slight overall decline, from 1.4642 at the beginning of the timestamp recordings to 1.4596 towards the end. However, the variance is small, and the changes in exchange rate are relatively minimal, indicating a practically stable exchange rate over time.
Seasonality or Recurring Patterns
Analysing the data did not reveal any clear seasonality or cyclical patterns. The majority of the fluctuations in the exchange rate seem to occur in a random or chaotic manner, rather than following a clearly discernible trend. That being said, it is important to note that even when patterns may not be obvious to the human eye, they might be detected by time-series analysis algorithms.
Identifying Outliers
Identifying exact outliers in the data can be challenging due to the nature of exchange rates – they're influenced by a myriad of interconnecting factors and often exhibit a significant degree of noise. From a visual inspection, there don't seem to be any glaring outliers - most of the values seem to be fairly close to each other and follow a similar range. To identify outliers statistically, more advanced methods would need to be utilised, such as a Z-score method or employing a machine learning model.
Inference
In conclusion, the exchange rate given in the data indicates a moderately stable rate over time, with no clear seasonality or repeating patterns bellied in the data. Also, no glaring outliers were found. Further deeper analysis would require more granular data and probably considering external events and factors.