Summary of Yesterday
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
- Standard Deviation:
Your provided data represents a time series data of exchange rates (BHD). The timestamps begin at 2024-02-28 00:00:02 and end at 2024-02-28 23:55:02. Here is a comprehensive analysis of the same:
1. Understanding the overall trend of the exchange rates:
Overall, the exchange rate has shown an increasing trend throughout the observed timestamp. Initially, the rate begins at 3.59411 and ends at 3.601, showing a rise from the start till the end. Notably, the increase is not linear and has multiple fluctuations throughout the timestamps. However, the general trend leans towards an increase.
2. Identifying any seasonality or recurring patterns:
Upon analyzing the data, there seems to be no obvious seasonality or recurring patterns. The exchange rates show random fluctuations and do not seem to follow a fixed cycle that could signal a seasonal pattern. However, in-depth statistical analysis may be needed to identify any hidden seasonality or cycles.
3. Outliers and notable fluctuations:
The data does not seem to have any significant outliers or extreme values. Most changes in the exchange rate from one timestamp to the next are small. However, there are points where minor spikes occur, representing notable short-term fluctuations, but these do not differ significantly from the overall movement and thus, are not considered outliers.
Note: Even though we have identified some elements from the overview of your data, it's important to remember that for more in-depth understanding and extraction of potential recurring patterns, outliers and correlations, advanced statistical analysis or machine learning models could be better applied to your needs.