2024-04-23 Rupiah News
2024-04-22
Summary of Last Month
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend Analysis
Upon an observation of the dataset, it does not appear that there are any noticeable fluctuations in the exchange rates data. The data supplied for the IDR exchange rate is flatlined at 8.0E-5 across all the timestamps. Consequently, the exchange rate is stable and does not show any increase or decrease but has remained constant over the entire period examined.
Identification of Seasonality and Recurring Patterns
Given the constant rate in the dataset, identifying seasonal trends or recurring patterns isn't feasible. There are no discernable modifications at certain times of the day, days of the week, or particular times of the year since the exchange rate remains unchanged at 8.0E-5 across all the timestamps. Thus, we cannot identify any seasonality or recurring patterns.
Anomaly Identification
Since every single data point in the dataset is equal and consistent (8.0E-5), there are no deviations from the constant trend. As a result, there are no data points that can be considered as outliers in this data series.
While this analysis provides insights based on the provided data, these observations may not represent the true nature of the exchange rate because exchange rates often subjects to fluctuations due to various economic, political, and unexpected global events. So, it would be beneficial to use a more wide-ranging dataset over an extended period for a detailed analysis.