Advanced Statistics Calculator
Enter a dataset (comma-separated values) to calculate mean, median, mode, variance, and standard deviation.
Steps for Calculation
- Input Dataset:
- Enter a dataset as comma-separated values (e.g.,
1, 2, 3, 4, 5
).
- Enter a dataset as comma-separated values (e.g.,
- Calculate Statistics:
- Click the Calculate Statistics button to compute the mean, median, mode, variance, and standard deviation.
- View Result:
- The calculated statistics will be displayed below the button.
Detailed Description
- Mean:
- The average of all numbers in the dataset.
- Formula: Mean=∑i=1nxinMean=n∑i=1nxi.
- Median:
- The middle value of the dataset when sorted. If the dataset has an even number of values, the median is the average of the two middle values.
- Example: For
1, 2, 3, 4, 5
, the median is3
.
- Mode:
- The value(s) that appear most frequently in the dataset. If no value repeats, the dataset has no mode.
- Example: For
1, 2, 2, 3, 4
, the mode is2
.
- Variance:
- A measure of how spread out the numbers are from the mean.
- Formula: Variance=∑i=1n(xi−Mean)2nVariance=n∑i=1n(xi−Mean)2.
- Standard Deviation:
- The square root of the variance, representing the spread of the dataset.
- Formula: Standard Deviation=VarianceStandard Deviation=Variance.
Example Calculation
For the dataset 1, 2, 2, 3, 4, 5
:
- Mean: (1+2+2+3+4+5)/6=2.83(1+2+2+3+4+5)/6=2.83
- Median: (2+3)/2=2.5(2+3)/2=2.5
- Mode:
2
- Variance: (1−2.83)2+(2−2.83)2+(2−2.83)2+(3−2.83)2+(4−2.83)2+(5−2.83)26=1.816(1−2.83)2+(2−2.83)2+(2−2.83)2+(3−2.83)2+(4−2.83)2+(5−2.83)2=1.81
- Standard Deviation: 1.81=1.351.81=1.35