2024-04-24 Kenyan Shilling News
2024-04-23
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. Understanding the overall trend of the exchange rates
From the provided dataset, Considering the exchange rate values, there appear to be minor fluctuations in the KES exchange rate values throughout. The overall trend appears to be relatively stable over time. The exchange rate starts around 0.01023 and ends around 0.0102, indicating a very slight decrease, although the values fluctuate between 0.01016 and 0.01026 in between. There is not a notable trend of consistent increase or decrease in the exchange rate throughout the period.
2. Identifying any seasonality or recurring patterns in the changes of exchange rates
The time series data does not span a long enough period to determine seasonality or recurring patterns with high accuracy. However, in the available data, no distinct daily or hourly patterns emerge - the exchange rates don't consistently rise or fall at specific times of the day. The minor fluctuations in the exchange rate values appear largely random and do not display a clear cyclical pattern.
3. Noting any outliers or instances where the exchange rate differs significantly
Most of the exchange rate values lie within a very narrow range, so any significant deviations may be considered outliers. However, within the provided dataset, no such values are found. The exchange rate differences across all timestamps are very minor and do not vary notably from the general trend. There are no spikes or drops indicating unusual activity or significant extreme events within this timeframe. This suggests a relatively stable and predictable period for the exchange rate without drastic fluctuations or significant market events.