2024-05-22 Tunisian Dinar News
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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
1. Understanding the overall trend of the exchange rates
Based on the timestamp and the exchange rate data provided, we are observing a generally stable trend in the data. The values fluctuate around a consistent mean and do not show a clear increasing or decreasing trend over the period.
2. Identifying seasonality or recurring patterns
With regards to seasonality, the frequencies at which the data is collected are irregular with some timestamps having a difference of minutes and some having a difference of hours between them, it is difficult to assess any significant recurring patterns or seasonality based on the provided datapoints. A more systematic collection, like capturing the data every hour, could have revealed daily cycles or other patterns.
3. Noting Outliers
From a high-level observation, there don't seem to be any clear outliers in this data set, i.e., most exchange rates are around a similar value, with marginal fluctuations. However, a statistical outlier analysis could be more insightful here, by calculating z-scores or using a method like the Tukey's fences.
Please note, additional considerations like market context, trading hours and news events have not been considered in this analysis as per the request.
![Significant Fluctuations Spotted in TND Exchange Rates Over 24 Hours](http://currencymart.net/images/news/tunisian-dinar/2024-05-22/img-jCoKHPM8PfDaZwnwejHi5jHG.webp)