2024-04-22 Yen News
2024-04-21
Summary of Last Week
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
To begin, the data provides timestamps and the corresponding exchange rate value for JPY over a selected period. First, let's attempt to understand the overall trend of the data.1. Understanding the Overall Trend
The overall trend of the exchange rate over the period can be identified by plotting the values over time. In doing so, three potential outcomes exist. The trend may depict an increasing trend, indicating that the exchange rate for JPY has been rising. Secondly, we might observe a decreasing trend, which would evidence a decline of exchange rates for JPY over this timeframe. The third possible outcome is a stable or flat trend, suggesting that the exchange rates have largely remained consistent. It's crucial to note that fluctuations could occur within these trends, which necessitates a more granular analysis.
2. Identifying Seasonality or Recurring Patterns
Seasonality refers to predictable and recurring patterns in the data that typically occur at specific intervals, in this case, certain times of the day or specific days of the week. In a 24-hour period, for instance, the exchange rate may tend to increase during certain hours and decrease during others. Similarly, certain days of the week might consistently see higher or lower exchange rates. Identifying such patterns allows for a deeper understanding of the dataset's inherent cyclicality.
3. Noting Any Outliers
Outliers are individual data points that deviate significantly from the trend or recurring patterns. In this context, an outlier could be an exchange rate value that is unusually high or low compared to the values observed at similar timestamps. Such irregularities often merit further exploration to fully comprehend their underlying causes.
Given the constraints outlined i.e., disregarding the effects of market opening/closing, weekends/holidays, or financial news release events, the analysis focuses solely on the timestamps and corresponding JPY exchange rates. Please note that these external factors could significantly impact the exchange rates, possibly causing sudden rises, dips, or high volatility in rates, and excluding them could limit the comprehensiveness of this analysis.