2024-04-29 Kina News
2024-04-28
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
Based on the provided data, here's a comprehensive analysis:Understanding the Overall Trend
From a comprehensive look at the data, the PGK exchange rate exhibits a relatively volatile behaviour. The data presented covers a few different days across different months; within a day the rates seem relatively stable but when comparing different days there's a degree of fluctuation.
Recurring Patterns & Seasonality
Based on the given dataset, it's tough to conclusively determine whether there's any seasonality or recurring patterns. However, in some instances, we observe that within a certain day the exchange rate tends to be relatively stable. But to accurately identify any possible patterns or seasonality, we would ideally need more data and possibly over longer time periods such as a year or even multiple years.
Identification of Outliers
One of the outliers in our dataset appears on 2024-04-03 where the rate significantly drops compared to both past and future observations. This outlier indicates a time where the exchange rate fluctuates from the general pattern observed. Based on the data provided, no specific seasonal dates, holidays or market events can be linked to these observations, however, external factors such as these may play a significant role in these changes.
Please note, all these observations are based on the data provided and do not take into account other external factors such as political events, market news, global events, keynote financial reports or the opening and closing of different global markets which may have direct impact on the exchange rates. Furthermore, these observations do not project or predict future exchange rates.
Conclusion
The analysis of the provided dataset has given us an insight into the stability and volatility of the PGK exchange rate. Over a short period of time, the rate is relatively stable but over a longer period the trend seems volatile with no distinct pattern or seasonality can be identified from the current dataset. There are also unexpected outliers which deviate from the general pattern, the reason for these outliers requires further data and analysis.