2024-05-02 Pataca News
2024-05-01
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 Analysis
The given dataset provides time series data for the exchange rate from the start of the day till the end of the day on May 1, 2024. A general observation of the data shows a slight upward trend in the exchange rate overtime, as the value starts at 0.1699 at the opening time and ends at 0.17099 before the closing of the market. However, there are fluctuations during the day. The data starts with slight increments and then drops, then rises again until it reaches a peak at around 20:05 at 0.17106, after which it experiences a marginal decrease.
Seasonality or Recurring Patterns
Identifying seasonality or recurring patterns proves to be a bit challenging due to the limited dataset. However, some general observations can be made. It's visible that slight rises and falls in the exchange rate reoccur throughout the day, which may suggest a cyclical pattern within given intraday data. We could expect this kind of pattern to repeat on other trading days as well, given this is how financial markets usually respond to trading volumes during opening, closing hours, and peak trading hours.
Outliers Analysis
Observing the data, it appears that there are no extreme outliers, at least within the data for this single day. Though there are some larger than usual jumps and dips, none seems alarmingly different from the regular fluctuations throughout the day. The biggest jump appears to occur at around 6:25 when the rate rises from 0.16978 to 0.17088. This might be due to specific trading activities during that period and would need additional data to confirm.
In conclusion, the time-series data of exchange rates for this particular day seems to show a slight upward trend with some noticeable fluctuations throughout the day. The presence of cyclical patterns within the data suggests the influence of regular trading activities and market dynamics.