2024-05-15 Tenge News
2024-05-14
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend
As per the given dataset, the overall trend of the exchange rates(KZT) appears to be mostly stable for the provided timestamps. The exchange rate starts at 0.0031 and it remains the same for more than three quarters of the given period. There is a small dip noticed where the rate changes to 0.00309 and then returns back to the previous rate, i.e., 0.0031.
Seasonality
Seasonality, in this context of time-series analysis, refers to periodic fluctuations in the data that occur at regular intervals. From the provided data, there are no clear seasonal patterns or periodic trends observed in the exchange rates. The fluctuation between 0.0031 and 0.00309, although it occurs, is un-patterned and appears random rather than repeating at regular, predictable intervals.
Outliers
Outliers can be defined as observations that lie an abnormal distance from other values in a random sample from a population. From the provided data, no significant outliers (extremely high or low exchange rates) are observed. There is only a minimal deviation in the exchange rates from 0.0031 to 0.00309 and vice versa, and no occurrences where the exchange rate differs significantly from the overall trend. Thus, the exchange rates are generally consistent with no apparent anomalies or unexpected behaviors.
Conclusion
In the absence of any clear upward or downward trend, and without significant outliers or apparent seasonality, the data suggests that exchange rates have been relatively stable over the period under analysis.