2024-05-01 Iraqi Dinar 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
Data Analysis
After analyzing your dataset, here are the three aspects you were asking for:1. Understanding the Overall Trend of the Exchange Rates
According to the dataset provided, the exchange rates between the two timestamps 2024-04-30 00:00:02 and 2024-04-30 23:55:02 have seen a slight increase and decrease within a range. The values fluctuate between 0.00104 and 0.00105. The overall trend of this exchange rate could be seen as relatively stable as there is no significant increase or decrease observed. It's satisfying to note that the rate of fluctuation also appears to be consistent and does not vary too much within a short time period.
2. Identifying any Seasonality or Recurring Patterns
Given the time span of the data, it's hard to conclusively determine if there are any seasonal trends or patterns. The data provided only covers a single day, which is insufficient for seasonality or recurring patterns to emerge. Seasonality or recurring patterns would need a much broader timescale that spans over months or even years to accurately determine these patterns. It's also important to note that exchange rates could be influenced by several factors that are not represented in the dataset, hence, the lack of identifiable patterns or cycles.
3. Noting any Outliers
The outliers in time-series data are observations that are significantly different from the other values. Reviewing the provided dataset, it appears there were no significant outliers in this data, as the exchange rate remained within a very tight range of 0.00104 to 0.00105 throughout the entire period. Therefore, no individual rates that could be classified as statistical outliers were observed.
Please remember, the analysis provided here is based solely on the data you provided and does not take into account any external factors, as requested. The exchange rates can be highly volatile and are influenced by many factors that this brief analysis may not be able to fully encompass. It would be advisable to use this analysis in conjunction with other data, techniques, and knowledge to make informed decisions.