2024-04-26 Loti News
2024-04-25
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. Overview of the overall trend of the exchange rates:
By examining the dataset, it is clear that the exchange rate experiences very minor fluctuations throughout the course of the data provided. These changes, while mostly small in magnitude, do hint at a possible overall trend in the data. However, there isn't a significant overall rising or falling trend. The LSL rates start at an initial rate of about 0.07127 and, through numerous minor ups and downs, end with a rate only slightly higher at approximately 0.07182. It should be noted that there are several periods where the rate increases, decreases, and remains stable.
2. Identification of any seasonality or recurring patterns in the changes of exchange rates:
Based on the given dataset, it's challenging to identify any clear seasonality or recurring patterns in the fluctuation of the exchange rates. The data shows random fluctuations with no clear indication of repeating patterns. Additionally, the data seems to be recorded every 5 minutes with no clear indication of whether these time intervals correspond to a specific cycle or phase in the exchange rate. Further analysis using more advanced time series techniques could potentially reveal deeper insights on seasonality and cyclical patterns.
3. Outliers in the Data:
The data doesn't seem to have any evident outliers or anomalies with most rates hovering in the range of 0.07117 to 0.0719. The changes in the exchange rate are minor and they mostly seem to be within the expected range given the overall trend of the data as discussed above. However, the high value of 0.0719 around the timestamp '2024-04-25 13:30:03' could be investigated further to see if it deviates significantly from the expected values based on trend or seasonality.