2024-05-08 New Israeli Sheqel News
2024-05-07
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Analysis
The given dataset provides us a time series data of the exchange rates on May 7, 2024, by taking readings every minute. Below we'll analyze the data in accordance with the specified goals:
1. Understanding the overall trend of the exchange rates.
The data shows that there is a slight increase in the exchange rate over the period shown. The rate starts at 0.3657 at the beginning of the day, and by the end of the day, it reaches 0.37179. The maximum rate recorded during the day is 0.37196, and the minimum is 0.3657. Thus, on this particular day, the exchange rate trend is showing an upward movement.
2. Identifying seasonality or recurring patterns in the changes of exchange rates.
Analyzing time series data can often reveal underlying patterns or correlations, known as seasonality. However, as the given data is confined to only a day, it's challenging to deduce any long-term seasonal patterns with conviction. Nevertheless, a probable intraday seasonality trend can be illustrated by noting that around every hour, the currency rate seems to slightly increase before decreasing again, indicating a possible hourly seasonality. But this interpretation should be taken with caution due to the limited scope of the data.
3. Outliers in the data.
Within this particular day of foreign exchange data, an outlier might be considered any significant fluctuation that deviates from the overall trend within a smaller-than-usual time frame. There are minute-to-minute fluctuations observable; however, they are relatively consistent throughout the day and none appears to be highly erratic or dramatic. Therefore, it would appear that there are no extreme outliers within this specific dataset.
On the whole, this dataset provides an insightful look into the minute-by-minute fluctuations of the ILS exchange rate over a single day, offering a microcosmic view of the complexities and constant changeability inherent in foreign exchange markets.