We performed descriptive statistics on the dataset, providing a summary of central tendency, dispersion, and shape of the dataset's distribution. Here are the key findings:
- Count: Each column has 6 observations.
- Mean: The mean values vary across columns, indicating different average levels.
- Standard Deviation (std): Shows the amount of variation or dispersion from the average. Columns
1
, 6
, and 2
have similar std values, suggesting similar levels of variability. - Min and Max: The minimum and maximum values indicate the range of data in each column.
- Quartiles (25%, 50%, 75%): These values provide insights into the distribution of data within each column, including the median (50%).
This analysis helps in understanding the basic characteristics of the data, which is crucial for further statistical analysis and data processing.