2024-05-01 UAE Dirham News
2024-04-30
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 Analysis
The given data set represents a timestamped historical record of AED exchange rates over a specific period (from 2024-04-30 00:00:02 to 2024-04-30 23:55:02). From an initial observation, it appears that the exchange rates have a mild increasing trend over this period. The rate began at 0.3725 and ended at 0.37517, indicating a marginal increase.
2. Seasonality or Recurring Patterns
Identifying seasonality or recurring patterns in time-series data requires a deep investigation and possibly more data points that cover more than a 24-hour period. Given the facts at hand, it's not outright possible to claim about any seasonality or recurring patterns in this data set due to the short span of data. Typically, identifying trends such as these would require data spanning multiple weeks, months, or even years. However, rates seem to be mostly stable with minor fluctuations, causing the overall slight increase.
3. Outliers in the Data
The data seems to have one specific point that might be considered an outlier. At 2024-04-30 07:40:02, the exchange rate jumps from 0.37236 to 0.37363 in the next timestamp. This could be due to several reasons such as external market conditions or simply a data recording error.
Please note that in-depth trend analysis, pattern recognition, anomaly detection, and future forecast usually require advanced econometric and statistical methods. Simple visual inspection may not give robust and reliable results.