2024-05-08 Lek News
2024-05-07
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Understanding the Overall Trend of the Exchange Rates
Based on the data provided, the exchange rate for the specified currency appears to be relatively stable with very minor fluctuations within the given time period. The values mainly oscillate between 0.01466 and 0.01469. The changes in the exchange rate are so minute that they are hardly noticeable without a detailed examination of the data. There is no clear indication towards a general increase or decrease in the rates, pointing towards a stable market for this particular currency during this time frame.
Identifying Seasonality or Recurring Patterns
Given that the data spans over approximately a day, it's difficult to detect any strong seasonal patterns as seasonality typically requires long-term data spanning multiple cycles (for instance yearly data to uncover annual seasonality). However, the provided data does not appear to show any distinct recurring patterns within the scope of the time series provided. The fluctuations appear to be more random than cyclical, perhaps due to normal trading volatility in the forex market throughout the day. Further examination with more granular data may reveal possible intra-day patterns.
Noting Any Outliers
The outliers in a dataset are observations that lie an abnormal distance from other values. In the given dataset, an inspection of the data revealed no substantial outliers, or instances where the exchange rate differs significantly from the mean. All values fall within a very tight range around the mean exchange rate, suggesting highly stable currency exchange dynamics for the period under review.
Limitations of the Analysis
It is worth noting that this analysis solely focuses on the numerical time series data provided, without consideration of external market factors that could potentially influence currency exchange rates. Understanding these factors may yield more nuanced insights into why the exchange rates have the patterns observed. Also, this analysis is limited to the time frame provided. Broader trends and patterns may emerge and provide different insights when analyzing multiple days, months, or years. Moreover, the analysis did not involve forecasting future currency exchange rates.