2024-05-10 Silver News
2024-05-09
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend of Exchange Rates
After analyzing the data thoroughly, it is observed that the exchange rates have shown a significant increase over the given period. The rates started at 37.80 and ended at 38.90, which indicates an upward trend. While there are certainly fluctuations and variability within this period, the overarching direction of the trend is upwards.
Seasonality or Recurring Patterns
The exchange rates show some evidence of seasonality or recurring patterns. Although the timeframe given doesn't allow for detailed analysis of seasonality (which usually requires several years of data), there are definite periods within the dataset where the rates rise and fall in repeating pattern. For example, approximately every ~15 timestamps, a complete cycle of an increase and decrease can be observed. This could be potentially due to intraday trading patterns and should be verified with more data.
Outliers in Exchange Rates
- Transaction at timestamp '2024-05-09 08:20:02' shows a significant drop in rates to 37.90 from 38.26 (previous timestamp '2024-05-09 08:10:03'), which is the lowest in around recent 100 timestamps, making it an outlier.
- Transaction at timestamp '2024-05-09 09:10:02' shows a sharp increase in rates to 38.46 from 38.32 (previous timestamp '2024-05-09 09:05:03'), which is significantly higher and different from the observed stable rates in the immediate past timestamps.
While the fluctuations in exchange rates are normal, these outliers indicate the moments where something unexpected might have happened in the market.