To celebrate the end of life of Python 2 on 1st January 2020, here’s some statistics showing how much different Python versions have been used over four years.

Here’s the pip installs for all packages from the Python Package Index (PyPI), between January 2016 and December 2019:

pip

The package installer

six

Python 2 and 3 compatibility library

NumPy

Scientific computing library

pytest

Testing framework

pandas

Data analysis toolkit

Coverage.py

Code coverage testing

Pillow

Imaging library

Django

Web framework

Matplotlib

2D plotting library

Flake8

Linter

Pylint

Linter

TensorFlow

Machine learning library

pylast

Interface to Last.fm

How

Statistics were collected using pypi-trends.py, a wrapper around pypinfo and pypistats to fetch all monthly downloads from the PyPI database on Google BigQuery and save them as JSON files. Data was downloaded over several days as getting all months uses up a lot of free BigQuery quota. Then jsons2csv.py plots a chart using matplotlib. Raw JSON data is in the repo.

See also

• Data Driven Decisions Using PyPI Download Statistics
• Python version share over time, 1 (January 2016 — June 2018)
• Python version share over time, 2 (January 2016 — October 2018)
• Python version share over time, 3 (January 2016 — December 2018)
• Python version share over time, 4 (January 2016 — March 2019)

• Python version share over time, 5 (January 2016 — October 2019)

• PyPI Stats: See package download data for the past 180 days, without needing to sign up for BigQuery

• pypistats: A command-line tool to access data from PyPI Stats