2024-04-18 Somoni News
2024-04-17
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
1. Overall Trend of the Exchange Rates
From the dataset provided, a general trend can be discerned through a careful analysis of the exchange rates across the timestamps. It appears that the rates are showing a generally stable trend, which means there are neither sharp troughs nor peaks that suggest a dramatic increase or decrease in the value of the exchange rates. While there are some fluctuations, the rates seem to generally hover around the same value, indicating a level of balance or stability in the exchange rate during this period. This conclusion is based purely on the provided dataset and may not take into account other potential external factors.
2. Seasonality or Recurring Patterns
Examining the dataset for any signs of seasonality or recurring patterns, there are no immediately apparent recurrent patterns in the exchange rates. Because the data includes only one 24-hour period, it's not possible to identify any daily or weekly seasonal pattern. A much larger dataset, ideally spanning multiple weeks or even months, would be necessary to reliably assess the presence of any recurring patterns or seasonality in the exchange rates. Consequently, from the provided dataset, it would be prudent to conclude at this point that seasonality cannot be effectively deduced.
3. Outliers
An analysis of the exchange rates in the dataset does show some outliers. For instance, at timestamp 2024-04-17 20:05:02, there is a sudden small surge in the value compared to its previous and subsequent data points. However, this increase is relatively small and may not indicate any meaningful trend in the market. It is critical to note here that such individual outlier points can often be due to random noise in the data and may not bear any significant impact. In conclusion, there may be slight fluctuations that differ from the general stability trend, but these do not seem to indicate any significant anomalies or outliers that would severely affect the accuracy of the analysis.