Ukrainian Hryvnia Experiences Minimal Fluctuation Over 24 Hours
2024-05-08
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Data Analysis
The given data contains UAH exchange rates taken at different points in time, which forms a time series. Below is the analysis following the three sectors you've asked for:
Understanding the overall trend of the exchange rates
At first glance, the overall trend of the data shows relatively no significant up or down trend. The exchange rate seems to be fluctuating between 0.0348 to 0.03494 with no significant deviation. High fluctuations are not identified over the period of analysis. This indicates the UAH exchange rate is relatively stable within this timeframe.
Identifying any seasonality or recurring patterns
In the given data, no obvious seasonal patterns or cycles could be identified. The fluctuations do not appear to follow a regular, predictable pattern that repeats at specific intervals throughout the day. This might be further researched with a higher frequency data collection.
Noting any outliers
Throughout the dataset there is relative stability and consistency in exchange rates. No visible outliers or instances of drastic exchange rate variations can be detected. Therefore, in this time period represented by the data, the exchange rates did not vary to an extent that would suggest the influence of an unusual event or anomaly.
Please note, we have not considered external factors like market opening/closing hours, weekends/holidays, and the release of key financial news and reports. These factors can have notable effects on exchange rates. Therefore, for a more detailed analysis, one might consider examining these factors in conjunction with the time series data.
This summary provides a high-level view of the UAH exchange rate trend over the given period. More complex analytics techniques like auto-correlation or Fourier analysis could be employed for deeper understanding.