Descriptive Statistics Calculator - Mean, Median, Mode Online

Descriptive statistics summarize and describe the main features of a data set. This calculator computes measures of central tendency (mean, median, mode), dispersion (variance, standard deviation, range, IQR), and position (quartiles, percentiles) to give a complete picture of your data.

1. 1

   Step 1

   Input your numerical data set

2. 2

   Step 2

   The calculator parses and validates your numbers

3. 3

   Step 3

   All descriptive statistics are computed simultaneously

4. 4

   Step 4

   Results are organized by category for easy interpretation

5. 5

   Step 5

   Use the statistics to understand data distribution and identify patterns

• 1

  Descriptive statistics describe data without making inferences about a population

• 2

  Always examine multiple statistics together for a complete picture

• 3

  Quartiles divide data into four equal parts: 25%, 50%, 75%

• 4

  The five-number summary (min, Q1, median, Q3, max) is basis for box plots

• 5

  Use descriptive statistics to check data quality before analysis

• Relying on a single statistic instead of examining multiple measures

• Not visualizing data alongside numerical summaries

• Calculating statistics on non-numerical or categorical data inappropriately

• Ignoring sample size when interpreting results

• Confusing descriptive and inferential statistics