2024-04-23 Kenyan Shilling News
2024-04-22
Summary of Last Month
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall trend of the exchange rates
From an initial overview of the data, it appears that the exchange rate for KES is generally stable, with a slight decreasing trend over the time period represented. In the beginning, the exchange rate remains static at 0.01045 before slightly dipping around the 03:30 mark, dropping to approximately 0.01044. In the subsequent timestamps, there is a more significant decrease, hitting a low at around 0.01023. Following that, the rate seems to fluctuate slightly but largely remains constant for the rest of the period.
Identification of any patterns in the exchange rates
As for seasonality or recurring patterns, time-series analysis usually implies a more extensive dataset that spans across multiple cycles (such as multiple years) for the identification of potential seasonality, which is not evident in this case because the data spans for a day. However, there are slight variations in the exchange rate noted during different parts of the day and more evident drops followed by stabilization can be recognized as a minor pattern, repeated few times throughout the day.
Outliers in the dataset
In terms of outliers in this dataset, it seems that there aren't any instances where the exchange rate differs significantly from the trend. The rate changes are relatively minor and do not fall out of the general trend observed. This might indicate that the market was relatively stable and void of drastic economic news or events during this time period.
In summary, the exchange rate represented in the dataset reveals a generally stable market with minor decreasing trend & slight fluctuations throughout the day, but without any significant variances or outliers.