Summary of Last Month
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
- Standard Deviation:
1. Understanding the Overall Trend
Considering this dataset, we can observe that the SRD exchange rate has fluctuated during the recorded period. The average exchange rate maintained a fairly constant level close to the 0.0378 at the beginning of the provided data and indicates a significant increase starting from the timestamp "2024-02-26 08:55:02", with the exchange rate reaching levels as high as 0.03827. After this peak, a slight downward adjustment is seen, but the rate continues to sustain at a higher average compared to the beginning of the period.
2. Identifying Seasonality or recurring patterns
Given the data, it is challenging to definitively detect seasonality or recurring patterns since the dataset only spans over one day. For insight into daily patterns, more days' worth of data would be needed. Similarly, identifying weekly, monthly, or annual seasonality would require a more extended range of data, spanning multiple weeks, months, or years, respectively.
3. Outliers Noted
From the rough overview of the presented data, it seems like there could be a potential outlier or a change point around the timestamp "2024-02-26 08:55:02". This point signals a marked increase in exchange rates. However, without knowledge of any external factors impacting it, it is hard to say definitively whether this represents an outlier in the exchange rate. Nevertheless, it stands out in this particular dataset due to the transition it signals from a lower average rate to a higher one.
Please note that this analysis is based purely on the dataset provided, and it does not consider any external factors that may have influenced the exchange rate fluctuations such as market opening/closing hours, weekends/holidays, or the release of key financial news and reports.