2024-04-18 Convertible Mark News
2024-04-17
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend Analysis
Looking at the provided dataset, the exchange rate appears to have a highly fluctuating trend over the course of the day. However, there is a slight overall decrease in the value from the start to the end of the day. The rates started at around 0.7506 and closed with a lower value of around 0.75036, although with many fluctuations in between.
Seasonality and Recurring Patterns
In terms of seasonality or recurring patterns, it's challenging to pinpoint such trends with a single day's data. A broader dataset that extends over weeks, months, or years would be more effective in identifying any seasonality or recurring exchange rate patterns. However, the rates do follow a similar trend of showing a short period of increase, followed by a decrease throughout the day.
Identification of Outliers
Analyzing outliers within this dataset doesn't seem to indicate significant instances where the exchange rate deviates from what is expected based on the general trend throughout the day. Nevertheless, around the timestamp '2024-04-17 06:15:02' we see a quite significant jump from 0.74968 to 0.75141, this can be flagged as outlier considering the overall day's trend. The singularity of this leap and return to previous levels might indicate an unusual event or error.
In conclusion, the trend seems to show many fluctuations throughout the day but overall decreasing slightly. To discern more accurate patterns or seasonality, a more expanded dataset would provide a comprehensive analysis. The presence of potential outliers also indicates variability in the exchange rates throughout the day.