2024-04-22 Silver News
2024-04-21
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
1. Understanding the Overall Trend of the Exchange Rates
After examining the provided dataset, we can see that the XAG exchange rate displays a notable overall upward trend from March 22, 2024, to April 19, 2024. The rate opens at 33.22 on March 22, and it gradually increases until it peaks at 40.76 on April 12. Following this peak, the exchange rate experiences fluctuations but maintains on a higher plateau than the initial rate, closing at 39.44 on April 19. This suggests that the value of XAG has increased over the time frame we are considering.
2. Identifying Seasonality or Recurring Patterns
Upon further examination, the data does not appear to convey any definitive evidence of seasonality or recurrent patterns within this specific timeframe. The fluctuations in exchange rate do not exhibit a clear pattern that would suggest a daily, weekly or monthly cyclic pattern. However, the absence of observable recurrent patterns in this time window does not rule out the presence of seasonality on a larger timeframe, and a more extended data series would be required to definitively determine this aspect.
3. Outliers in the Exchange Rate
An outlier in a time series dataset is an observation that is notably distant from other observations. It’s important to identify these outliers because they can provide valuable information about the data or process, and they can distort the overall picture of the data. Within this dataset, there are few notable events that can be considered as outliers. One example is on April 12, 2024, the exchange rate peaked to 40.76, which is significantly higher compared to the rates around this date. However, it's worth mentioning that the reasons for such spikes cannot be detected from the data itself, and could be due to multiple factors including market news, geopolitical events, or economic announcements.