NumPy Tutorial · NumPy Random
Zipf Distribution
Learn all about Zipf Distribution in this comprehensive tutorial.
5 min read advanced
- •Zipf distributions are used to sample data based on zipf's law.
- •Sample 1000 points but plotting only ones with value < 10 for more meaningful chart.
Introduction
Zipf distributions are used to sample data based on zipf's law.
Note: Zipf's Law:
In a collection, the nth common term is 1/n times of the most common term.
E.g. the 5th most common word in English occurs nearly 1/5 times as often as
the most common word.
It has two parameters:
a - distribution parameter.
size - The shape of the returned array.
python
Visualization of Zipf Distribution
Sample 1000 points but plotting only ones with value < 10 for more meaningful chart.
python
Module quiz
2 questions1
Which of the following is true about Zipf Distribution?
2
What is the most common pitfall when working with Zipf Distribution?
Answer all questions to submit.