2024-04-17 Bahamian Dollar News
2024-04-16
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 rate
After evaluating the provided time series data of the exchange rates from different timestamp, the pattern reveals that the exchange rate generally shows moderate fluctuations throughout the entire period. Mostly, the exchange rate ranges between 1.37 and 1.38. However, during certain times, specifically around the timestamp "2024-04-16 06:25:02", a significant rise in the exchange rate is observed, going up to approximately 1.38, and it peaked at around 1.38 on "2024-04-16 07:35:03". Post this spike, the exchange rate gradually descended back to its original value around 1.38. It would consequently imply that overall the exchange rates demonstrate slight volatility within a defined range.
2. Identifying any Seasonality or Recurring Patterns
From the given samples in the dataset, it's difficult to identify any obvious seasonal patterns due to the limited duration of data presented. The dataset has hourly data for just one day, which isn't sufficient to identify daily, weekly, or monthly seasonal patterns usually observed in exchange rates. However, the larger fluctuations occurring generally around the early hours, might point towards the effects of market opening, but more data would be required to establish a definitive recurring pattern or seasonality in the exchange rates.
3. Identifying any Outliers
An outlier in this context would be a significantly higher or lower exchange rate compared to the common range observed in the dataset. Notable outliers in this data set are the timestamps around "2024-04-16 06:25:02" to "2024-04-16 07:35:03", during which the exchange rate experienced a jump up, reaching a peak of approx 1.38275. This is noticeably higher than the common range of 1.37 to 1.38 observed throughout the dataset. Another minor outlier is around "2024-04-16 20:05:03" where the rate decreased to its lowest at approx 1.38182. Other than these instances, the exchange rates stayed fairly consistent within the defined range.