2024-04-23 Kina News
2024-04-22
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
From the data provided, it can be observed that the exchange rates generally show stability with minor fluctuations. At the beginning of the dataset on 22nd April 2024 at 00:00:02, the exchange rate was at 0.36148. Towards the end of the dataset on 22nd April 2024 at 23:55:02, the exchange rate reported is 0.36072. While there are small ups and downs in between, overall, this points towards a minor decline across the whole period.
Seasonality or Recurring Patterns
With regards to seasonality or recurring patterns, the data doesn't provide any strong evidence for a consistent pattern within the day. The exchange rates vary at different times of the day, however, these changes don't follow a clear and predictable pattern based on the provided data. Additional data spanning a more extended period may be necessary to more accurately determine if there are any seasonal or recurring patterns.
Outliers Identification
The data seems to be fairly consistent with no instances of drastic changes in rates, hence no significant outliers could be detected. There are certainly periods where the exchange rate increases or decreases more rapidly, for instance, at around 6:20:02 the rate drops from 0.36136 to 0.36074. But such instances don't deviate excessively from the rest of the data to be classified as outliers, especially considering the fluctuating nature of exchange rates.
Note: Predicting exchange rate movements is a complex topic that involves various factors such as inflation rates, interest rates, public debt, terms of trade, political stability, and economic performance among others. Some of these factors and their complex interactions could be the reason behind the observed minor fluctuations in the exchange rate, but splintering out these factors given just the exchange rate data is not possible.