2024-05-14 Algerian Dinar News
2024-05-13
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
Analysis of time-series financial data:
1. Understanding the Overall Trend:
Looking at the dataset provided, it can be seen that the exchange rate data oscillates between 0.01015 and 0.01019. This reflects a rather stable trend with very minor fluctuations throughout the given period, as the rates neither show a significant increase nor a decrease.
2. Identifying Seasonality or Recurring Patterns:
As the provided dataset is within a day, typical seasonal trends associated with time-series data of longer duration such as weekly, monthly, or yearly cannot be identified. For a more accurate identification of seasonality, data spanning multiple days, months, or years would be necessary. However, within the given timeframe there don't appear to be any discernable and consistent recurring patterns. The fluctuations between 0.01015 and 0.01019 seem to occur at random intervals.
3. Noting Any Outliers:
- As per the given dataset, the rates largely fluctuated between 0.01016 and 0.01018. However, there were certain instances where the exchange rate dipped to 0.01015 or rose to 0.01019. These cases could be considered as outliers within this specific dataset.
- Precise timestamps when these irregularities occurred includes, but are not limited to: 2024-05-13 09:05:03, 2024-05-13 21:35:02, 2024-05-13 18:55:03, and 2024-05-13 10:50:03. These timestamps record the exchange rates either dipping to 0.01015 or rising to 0.01019, hence deviating from the dominant range (0.01016 - 0.01018).
However, as the supplied dataset pertains to only a single day and the fluctuation in exchange rates is also very marginal, jumping to conclusions based on this small dataset might be misleading. To gain meaningful insights into the trends, patterns, and outliers in trade, a dataset with a larger timeframe and wider range of values would be more useful.