2024-05-02 Mexican Peso News
2024-05-01
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 MXN Exchange Rate Time Series Data
The analysis of the provided time series data from 2024-05-01 00:00:03 to 2024-05-01 23:55:02 reveals several key findings regarding the trend, seasonality, and inconsistent instances of the MXN exchange rate. Here is what I found:
1. Overall Trend of Exchange Rates
The overall trend of the exchange rate appears to portray a general increase over the specified period. Starting at 0.08041 at the beginning of the dataset, the rate slightly fluctuates but generally increases to end at 0.08101. It should be noted, however, that these changes are marginal and don't indicate a strong or rapid increase.
2. Seasonality in the Exchange Rates
By dividing the data into hourly sections, we can see a pattern of regular fluctuation in the exchange rate throughout the day. This may suggest that the rate is influenced by certain recurrent factors, possibly tied to routine market activities. However, this pattern is not strikingly clear and would require further time series decomposition analysis to fully confirm.
3. Outliers
The dataset does not appear to have significant outliers. The rate changes, though varying at times, generally stay within a small range. The biggest change happens between 2024-05-01 09:35:03 (0.08081) and 2024-05-01 09:40:02 (0.08091), but this does not deviate greatly from the overall trend. Importantly, significant outliers would generally be expected to greatly deviate from the immediately surrounding data, which does not appear to be the case here.
It's important to note that this analysis is a general overlook and more sophisticated statistical analysis tools would provide a more in-depth understanding of potential patterns or irregularities within this dataset.