Grouped Frequency Distribution:
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A grouped frequency distribution is a table that organizes data into intervals (classes) and shows how many data points fall into each interval. It's useful for summarizing large datasets and identifying patterns.
The calculator creates class intervals based on your specified interval size and counts how many data points fall into each interval:
Example: For data [1,2,3,4,5,6,7,8,9,10] with interval size 3:
Details: Grouped frequency distributions help in:
Steps:
Q1: What's the best interval size to use?
A: A good rule of thumb is to have between 5-20 intervals. Too few can hide patterns, too many can make the data noisy.
Q2: Should interval boundaries be inclusive or exclusive?
A: This calculator uses exclusive upper boundaries (e.g., 0-5 includes 0 but not 5).
Q3: What if my data has decimals?
Q4: Can I use this for categorical data?
Q5: How can I visualize the results?
A: No, this calculator is designed for numerical data only.
A: The frequency table can be used to create a histogram by plotting intervals on the x-axis and frequencies on the y-axis.