2024-05-06 Convertible Mark News
2024-05-05
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
Overall Trend
After a manual review of the data, it does not appear to have a uniform increasing or decreasing trend. The rates fluctuate over the course of different timestamps. For instance, at the beginning of the data, the rate starts at 0.75212 (2024-04-05 02:00:02), jumps to 0.7602 (2024-04-10 14:00:03), then decreases significantly to 0.74814 (2024-04-15 06:00:02), spikes once again to 0.75547 (2024-04-30 16:00:03), and then ends at a lower value of 0.75206 (2024-05-03 12:00:02). Therefore, it's fair to say that the exchange rates show a mixed trend with peaks and troughs, making it difficult to categorize it as outright increasing or decreasing.
Seasonality
The data does not exhibit a clear pattern of seasonality. There are sections of the data where the rates seem to be relatively stable, followed by periods with more pronounced fluctuations. In our dataset, the time series is not covering a large enough period to identify monthly or quarterly seasonality. To make a robust determination of seasonality factors like hourly, daily, or weekly fluctuations, one would need a more granular data set that covers a broader time span.
Outliers
- The rates showed significant spike on 2024-04-10 08:00:03 where rate jumps from 0.75274 to 0.75774.
- There is also a notable drop from 0.76003 on 2024-04-10 20:00:03 to 0.75152 on 2024-04-10 22:00:02.
- Another significant increase occurs from 0.74871 on 2024-04-25 06:00:02 to 0.75152 on 2024-04-25 10:00:03.
These could be considered as outliers as these instances differ significantly from the immediate values before and after them.
In conclusion, while there are fluctuations in the exchange rates, it does not appear that there is a consistent, easily identifiable trend or seasonality based solely on this dataset.