2024-04-29 Dong 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
Detailed Analysis of the Dataset
The dataset you've provided contains time series data of exchange rates for VND at various timestamps ranging from March 29, 2024 to April 26, 2024. This dataset provides an insight into how the exchange rate has changed over time. Here is a detailed analysis as per your request.
1. Understanding the Overall Trend
Throughout the period under observation, the exchange rate value remains constant at 5.0E-5 for most of the time. However, there was a brief spike on April 12, where the exchange rate increased to 6.0E-5 before returning to its previous stable value of 5.0E-5. The rate remained highly stable over the time period from March 29, 2024, to April 26, 2024, with no distinct trend of increase or decrease observed. The overall pattern suggests a stable exchange rate with very minimal fluctuation.
2. Identifying Seasonality and Recurring Patterns
Upon examining the time-series data, there doesn't seem to be an easily recognizable pattern or seasonality within the dataset, primarily because the rate remains constant at 5.0E-5 for the vast majority of timestamps. As such, the pattern identified is one of stability rather than cyclicality. The outlier on April 12 interrupts this pattern, but it only lasts for a brief period before the previous stable state is resumed.
3. Outliers and Significant Divergences
An outlier is observed on April 12, 2024, where the exchange rates show a momentary spike and reach 6.0E-5. However, this transition is brief and exchange rates revert to the usual stable value of 5.0E-5 soon after. This significant shift might suggest an uncommon event, but due to its short duration, it did not impact the overall trend of stability in the exchange rates.
To summarise the analysis, the exchange rates under consideration largely show strong stability, with one noticeable, albeit brief, divergence on April 12, 2024. The data doesn't show any seasonality or recurring fluctuations and mostly remains constant throughout the duration.