Summary of Yesterday
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
- Standard Deviation:
Analysis of GTQ Exchange Rates
The comprehensive analysis of your dataset involves examining the overall trend of GTQ exchange rates, recurrent seasonality patterns, and possible outliers. The results of the analysis are as follows:
1. Identifying The Overall Trend of Exchange Rates:
The GTQ exchange rates have shown some fluctuation over the period observed. The rates start from about 0.17416 and end around 0.17367 which indicates a mild decreasing trend. However, the rates mostly fluctuate between 0.1743 and 0.1734. Therefore, while there is a mild decrease over time, the rates have predominantly remained quite stable.
2. Recognizing Seasonality or Recurrent Patterns:
As for recurrent patterns, it's hard to precisely identify any seasonality based on the provided dataset, since it only covers a single day. Furthermore, without extra contextual data like weekdays, weekends, and holidays, it's complicated to pinpoint threads of seasonality in such a short span. However, frequent minor fluctuations can be seen throughout the dataset, implying that exchange rates can shift frequently throughout the day.
3. Noting Outliers or Unexpected Instances:
In terms of outliers, there appear to be some positions where the GTQ exchange rate differs notably from the general trend. For instance, the distinct drop to 0.17305 around 06:20 and the sharp rise to 0.1743 around 02:15 could be considered outliers. However, the general trend of the data sees frequent such minor spikes and drops throughout the single day, thereby making the identification of true outliers a bit difficult.
Please note that all these interpretations were made on the data provided exclusively. They do not account for events such as market opening/closing hours, holidays, or the release of substantial financial news and reports which may cause the exchange rate to shift.
It's important to keep in mind that a single day of data may not predict long-term patterns or trends reliably. Consequently, this analysis serves as a basic expression of the exchange rates changes in the scope of one day.