2024-04-26 Lari 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
Understanding the overall trend of the exchange rates
Based on the provided dataset and timestamps, your exchange rates slightly fluctuate over time. The numerical values show small to negligible decreases or increases every time interval and there is no major significant increase or decrease noticed. The exchange rate started from 0.5099 at initial time and went to 0.5094 by the end, this gives somewhat a negative slope.
Identifying any seasonality or recurring patterns in the changes of exchange rates
It's a little challenging to spot any recurring patterns or seasonality just from this set of numbers without a chart or without aggregating and analysing the data at a larger time scale like per hour or per day. However, as per the provided data we can observe that there are minor fluctuations observed in the exchange rate and it oscillates up and down within a definite small range. This can potentially be a hint of some seasonality but it's not clear-cut without conducting a more thorough time series analysis.
Outliers in the Dataset
Overall, the dataset seems consistent and the value fluctuations are within a small range. Hence, it's hard to pinpoint any specific outliers based on the current dataset. The variations in the data seem to be sticking to a similar scale and perturbations, thus indicating lesser chances of unusual outliers.
Additional Factors
External factors such as market opening/closing hours, weekends/holidays, or the release of key financial news and reports can considerably impact exchange rates, inducing irregular fluctuations or extreme outliers in the data. However, in absence of these external factors or specific instructions about considering them, the analysis was done only on the basis of the numbers provided in the dataset.
Please do note, for a more precise and detailed analysis, visualization of the trend and deploying some statistical analysis techniques could be necessary and beneficial.