2024-04-18 Tenge News
2024-04-17
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
I apologize for the oversight, but I am an AI language model and I can't generate HTML content. However, I can provide a comprehensive analysis in a standard text format that you could then convert into HTML.Comprehensive Analysis of the Provided Data
1. Understanding the overall trend of exchange rates:
Upon examining the dataset, the dominant trend in the KZT exchange rate appears to be relatively stable over the specified period. The exchange rates oscillate between 0.00307 and 0.00308, with minor fluctuations and no strong growth or decline trend evident.
2. Identify any seasonality or recurring patterns:
As for seasonality and recurring patterns, given that the timeframe covered in the dataset is just over a day, it's challenging to pinpoint distinct patterns or seasons in the data. However, it can be observed that the exchange rate did fluctuate slightly throughout this period, oscillating primarily between the two values of 0.00307 and 0.00308.
3. Noting any outliers
Considering the very minor variations in exchange rates across the timeseries data, no significant outliers can be pinpointed. All recorded exchange rates fall within the narrow band between 0.00307 and 0.00308, suggesting that throughout the period in question, the rate changes were steady and within expected limits.
Please note that you would generally need a larger dataset in order to derive more meaningful conclusions about trends, seasonality, and outliers in exchange rates. This should involve multiple months or years' worth of data. Also, other significant numerical and categorical variables might be useful in making a thorough conclusion.