2024-04-19 Bahraini Dinar News
2024-04-18
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 the Exchange Rates
Based on the preliminary examination of the dataset, the overall trend of the exchange rate (BHD) exhibits some fluctuation throughout the given time period. The exchange rate began at 3.65041 and ended at 3.64304. There are periods of both increase and decrease, thus it is hard to definitively say that it is an increasing or decreasing trend from the information provided. A further, more detailed analysis would be required to make firm conclusions about the data trend.
Seasonality or Recurring Patterns
In this time series dataset no clear seasonality or recurrent pattern could be directly observed. The reason is that the data set spans a time period of less than 24 hours, which is usually not sufficient enough to identify daily patterns. Moreover, the data given does not extend over multiple days or weeks, therefore it is difficult to identify specific seasonal patterns, weekly patterns, or even business hours patterns. However, some vaguely observable patterns could be recognized, such as minor fluctuations of the exchange rate within a short period of time.
Outliers in the Dataset
At a glance, potential outliers or inconsistencies within this dataset include any significant jumps or dips in the exchange rate. There is one noticeable instance at '2024-04-18 20:05:03' where the exchange rate significantly decreased to 3.64136 from the previous value of 3.65547 at '2024-04-18 20:00:03'. This sudden and sizeable change that is not consistent with most of the dataset could be considered as a potential outlier. This indicates an exceptional variation in the exchange rate during this particular point in time. Nonetheless, a deep investigation would provide more accurate information about potential outliers.