2024-03-12 Pa Anga News
2024-04-23
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
The data provided extends between 2024-04-23 00:00:02 and 2024-04-23 23:55:02. From the time-series data, it appears that the exchange rate generally fluctuated in a tight range between approximately 0.5715 and 0.574, displaying a relative level of stability. There isn't a distinct upward or downward trend - the exchange rate seems to maintain a certain range throughout the period.
2. Identifying Any Seasonality or Recurring Patterns in the Changes of Exchange Rates
With respect to seasonality or recurring patterns within the given data, any discernible pattern would require a larger timeframe for validation. In intra-day data, fluctuations in exchange rates are usually influenced by factors such as liquidity within the market, rather than seasonal trends. Here, we are only looking at one day of data, making it difficult to pinpoint any significant seasonality.
3. Noting Any Outliers or Instances of Significant Deviation
In terms of outliers or instances where the exchange rate varies significantly from what would be expected, I see two potential scenarios worth examining. The first, at approximately 09:05:02, there is a significant drop in the exchange rate from approximately 0.57337 to 0.57206, marking the biggest fall in the period. The second, at approximately 14:45:01, there's a significant rise in the exchange rate from 0.57168 to 0.57181, marking the biggest rise in the period. However, without more data to further contextualize these instances, we can't definitively say they are outliers.