2024-05-15 Mexican Peso News
2024-05-14
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 Time-series Financial Data
After carefully studying the time-series dataset provided, the following observations can be drawn:
Overall Trend
The overall trend of the MXN exchange rates over the time period appears to be fairly stable with slight fluctuations. This suggests the exchange rates, during the period captured in the dataset, neither shows a consistent increase nor a decrease but oscillates around the same value. Any changes in the exchange rates that occur seem to be temporary and the rate eventually reverts back to its mean.
Seasonality or Recurring Patterns
Upon analysis, no clear seasonality or recurring patterns could be discerned from the data. The fluctuations of the exchange rates seem to be random and not tied to a specific interval or elapsed time period. This could be due to a multitude of factors affecting the exchange rates in real time.
Identification of Outliers
Given the stability and slight random fluctuations in rates, significant outliers do not seem to exist in this dataset. However, due to the nature of financial markets, some fluctuations can vary from typical ranges and can be flagged as potential outliers, but more context or information would be need to definitively classify them as outliers.
In conclusion, this analysis provides insights into the trend, lack of seasonality or recurring patterns, and lack of significant outliers in this time-series data of the MXN exchange rates. It helps to develop a better understanding of the market behaviour during this specific period. Nevertheless, the interpretation of these findings can vary based on the larger economic, financial, and political context.
Limitations & Recommendations
Although the analysis provides some interesting insights, they are purely based on a data-driven approach which can miss some important factors that are inherent to financial market data. Economic fundamentals, market sentiment, and geopolitical stance among others, all have significant impact on financial markets including exchange rates. Moving forward, a combination of data analysis and financial market knowledge can provide a more holistic view of the exchange rate dynamics.