Dollar Fluctuates Volatilely Peaks at 136436 Amidst Market Frenzy
2024-05-20
Summary of Last Month
- 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
From the given dataset, we observe that the USD exchange rate seems to exhibit an upward trend. This is inferred from the fact that it starts at a value of 1.36025 at the beginning of the day and ends at a value of 1.36395 by the end of the day. It implies that over the course of the day, the USD has generally strengthened against the other currency.
Identifying any seasonality or recurring patterns in the changes of exchange rates
Upon analysis, there are no overwhelming seasonality or recurring patterns that can be clearly identified from the given dataset. While there are fluctuations throughout the day, these changes do not appear to follow any distinct cyclic or repeating pattern which would indicate intrinsic seasonality. Any fluctuations seem more likely attributed to the interplay of various complex factors that affect exchange rates.
Noting any outliers, or instances where the exchange rate differs significantly from what would be expected
Observing the data, we notice a few potential outliers where there were sharp increases or decreases in the exchange rate. For example, the exchange rate jumped from 1.36135 at 02:55:02 to 1.36189 at 03:00:02, which is a significant change in a short timeframe. Similarly, we can observe a drastic fall from 1.36334 at 07:45:02 to 1.36298 at 08:05:03 which seems unusual. However, this being financial data, such movements could be normal due to the dynamics of the foreign exchange market and such anomalies would need further analysis before being classified as outliers.