2024-05-10 Kina News
2024-05-09
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
1. Understanding the Overall Trend of the Exchange Rates
From the data provided, there are slight fluctuations in the exchange rate throughout the day, and while certain periods show a small increase or decrease, the overall trend of the exchange rate appears to be relatively stable. The changes in the exchange rate are minor, typically staying within a very close range. There doesn't appear to be a clear upward or downward trend, suggesting a stable currency exchange rate over the course of the timestamps provided.
2. Identifying Seasonality or Recurring Patterns
Preliminary analysis of the data does not strongly suggest a clear seasonality or recurring patterns within the exchange rate. While there is some fluctuation, these changes don't appear to follow a predictable or regular pattern. For instance, there isn't a readily observable pattern where the exchange rate consistently increases or decreases at certain times of the day. While there might be minor differences observed, these changes seem to reflect natural market fluctuations rather than a distinct recurring pattern or seasonality.
3. Noting Outliers
At first glance, there doesn't appear to be any significant outliers in the data. The exchange rates stay within a small range and there are no instances where the rate is significantly different from the rest. Outliers would usually be characterized as drastic spikes or dips in the exchange rate compared to the surrounding data, which is not observed in this dataset. Therefore, it can be inferred that the exchange rate remained relatively steady during the time period observed.