2024-05-01 Bitcoin News
2024-04-30
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Understanding the overall trend of the exchange rates
Examining the dataset, it appears that the exchange rates of BTC have shown both ups and downs but when we look closer to the data, it seems that there is no significant overall upward or downward trend during this period. The highest value noted is 86870.50483 and the lowest is 81497.95856.The exchange rate started at 86662.14926 and ended at 82938.91043. There are periods where the exchange rate increases for a certain duration, however, soon after a decrease within a similar range is present. This fluctuation is quite common in this dataset.
Identifying any seasonality or recurring patterns in the changing rates
Due to the relatively limited temporal scope of the dataset and the absence of clear trends, it is difficult to definitively state the presence of any seasonality or recurring patterns. Furthermore, Bitcoin rates are influenced by various factors, such as market demand and macroeconomic indicators, which may not necessarily follow a consistent seasonal pattern. However, a more thorough time series analysis using specific statistical methods might reveal patterns or autocorrelations that are not immediately apparent from a cursory examination.
Noting any outliers in the dataset
With the exchange rates fluctuating within a specific range, identifying outliers - points that significantly differ from the rest - is not straightforward. The dataset would need to be analysed through tools like Box plots, IQR method or Z-score method to statistically identify any outliers. However, thorough examination can reveal that exchange rates mostly stayed within the 81k to 86k range. Spikes beyond this range may thus be considered outliers.
External Factors
While specific external factors were not considered in this analysis, they are crucial in such analyses. Opening and closing of markets, release of key financial reports, macroeconomic news, all significantly influence exchange rates. However, being agnostic to such influences, this analysis purely provides a statistical overview of the trend, pattern and potential outliers in the given data. It should be considered a basis to perform further and more detailed analysis of the data.