2024-05-22 Lek News
2024-05-21
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Understanding the Overall Trend of the Exchange Rates
After going through the dataset, it is clear that the exchange rates tend to be stable over these hours. Fluctuation in the exchange rate is minimal throughout, staying within the approximate range of 0.01474 and 0.01480, barely a 0.00006 difference. Considering the high frequency of the data sampled every five minutes, this is relatively very stable. These observations indicate that during these times, the exchange rate generally remains stable over the period shown.
Identifying Seasonality in the Exchange Rates
In the given dataset, due to the smaller duration of each epoch (5 minutes) and limited range of sampled data, identifying seasonal patterns becomes a bit more challenging. Seasonality usually reveals itself over longer periods, such as daily, weekly, or yearly cycles. In this case, any discernible changes are more likely to be due to intra-day fluctuations rather than cyclical patterns. However, no clear consistent pattern can be identified within this given dataset.
Locating Significant Outliers
When considering outliers in this dataset, any significant departure from the 0.01474 - 0.01480 range might be considered as such. However, given that the data generally varied very minimally, there are practically no significant outliers in this dataset. The most visible deviation is seen at 2024-05-21 08:05:03, where the exchange rate rose to 0.01480, a minor surge compared to the overall trend but swiftly regressed back to the prior range.
Overall, this time series data of exchange rates showcases high stability with its minor fluctuations, without any clear seasonal patterns or outliers within the presented timeframe.