Summary of Yesterday

• Opening:
• Closing:
• Difference of Opening & Closing:
• Daily High:
• Daily Low:
• Difference of Daily High & Low:

Statistical Measures

• Mean:
• Standard Deviation:

Trend

Analysis of the Dataset:

The exchange rates vary over time and the range largely falls within a very tight threshold. Data analysis would show whether the pattern is increasingly positive or negative briefly, but the variation is not significant within the period under consideration. There might be very minute significant changes but are unlikely to truly affect the trend.

Determination of Trends:

The overall trend indicates a relative volatility within a small range. There's no substantial increase or decrease over the period shown. The exchange rates appear to move more or less in a trendless manner or sideways. The exchange rate seems to be relatively stable within a small band, with minor fluctuations observed at different times. Rises and falls are both occurring regularly, indicating a lack of easily discernible pattern in the direction of the exchange rate's shift.

Seasonality and Recurring Patterns:

Regarding seasonality or recurring patterns, there appears to be a slight increase and decrease trend repeated within the series, perhaps indicating some form of intraday seasonality. Without further context, it's challenging to specify the cause of this repeat pattern. It might be tied to regular daily events or behaviors in the financial market with buyers or sellers; however, more exploration would be required to verify these assumptions.

Noted Outliers:

In the provided timespan, no significant outliers were identified. The fluctuations in rates, while noticeable, don't appear to vary wildly within the data set. All values are relatively close together and no single value appears distinctly different from the rest. However, the absence of major price jumps indicates that during this period, no major unexpected event or news occurred that could cause significant volatility in the exchange rate.

Summary:

In summary, the dataset indicates that the exchange rate is relatively stable with small and frequent fluctuations. There is a lack of significant outliers, indicating that the timespan analyzed has been relatively stable without unexpected occurrences affecting the financial market. While some minuscule recurring patterns can be observed, the data overall appears to showcase a trendless pattern. Further interpretation would require more contextual information, such as economic indicators, political events, or financial news, and would also need more extensive statistical analysis to confirm.