2024-04-18 Kina 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
Understanding the Overall Trend of the Exchange Rates
Since the data is sequential, it can be analyzed using trend analysis techniques. From the onset of the data at 2024-04-17 00:00:02 with an exchange rate of 0.36481, to the last entry at 2024-04-17 23:50:02 with an exchange rate of 0.36289, there is a marginal overall decrease. This suggests that for the specified day, the exchange rate trended downwards slightly. However, the change is very small, and for considerable intervals in between, the rate remained fairly stable, with minute fluctuations.
Identifying Seasonality or Recurring Patterns
Time series analysis also focuses on recognizing and explaining patterns and behaviors in the data that repeat at regular intervals, known as seasonality. However, given the data provided for only a single day in five-minute increments, there isn't an adequate timeframe to establish any consistent seasonal or cyclic patterns.
Noting Any Outliers
An outlier is an observation that diverges significantly from other observations, it indicates abnormal fluctuations in the data. In the transaction data provided, there are no extreme values, or "outliers", observed. The exchange rates are mainly circling around 0.36, with no major spikes or drops. However, there were some modest decreases and increases during the day, which might need more detailed data to determine the cause of these fluctuations.
In conclusion, upon the analysis of the given dataset, the exchange rate has a marginal downward trend, but mostly remained stable during this day. Since the data is limited to only one day, we cannot identify any seasonality or recurring patterns, and there were no significant outliers observed. For a more comprehensive analysis, it would be helpful to have access to a longer time series dataset.