Who Builds the PyData Ecosystem?

The PyData software ecosystem is made up of many open-source software libraries that are used heavily in Python Software Development, Data Science/Engineering, Traditional Sciences, Artificial Intelligence and beyond. They were used to fly a helicopter on Mars, drive new discoveries around climate change and generate the first image of a black hole.

But what makes a software library part of the PyData ecosystem? Who funds the development of these libraries? Can anyone get involved?

This talk will dig into the history of the PyData ecosystem, how open-source projects are created and maintained and who builds the PyData software stack today.

Transcript

1. 0000001111101000011111000100000111100101011110010110100001110100011110100001000111110 0111001100000100010000011111000001101110100100001111000000101101000100101010110111010 0010111000111011111101110011010101010101001101101100011101101010011110000101000000000 0011111010000111110001000001111001010111100101101000011101000111101000010001111100111 0011000001000100000111110000011011101001000011110000001011010001001010101101110100010 1110001110111111011100110101010101010011011011000111011010100111100001010000000000011 1110100001111100010000011110010101111001011010000111010001111010000100011111001110011 0000010001000001111100000110111010010000111100000010110100010010101011011101000101110 0011101111110111001101010101010100110110110001110110101001111000010100000000000111110 1000011111000100000111100101011110010110100001110100011110100001000111110011100110000 0100010000011111000001101110100100001111000000101101000100101010110111010001011100011 1011111101110011010101010101001101101100011101101010011110000101000000000001111101000 0111110001000001111001010111100101101000011101000111101000010001111100111001100000100 0100000111110000011011101001000011110000001011010001001010101101110100010111000111011 1111011100110101010101010011011011000111011010100111100001010000000000011111010000111 1100010000011110010101111001011010000111010001111010000100011111001110011000001000100 0001111100000110111010010000111100000010110100010010101011011101000101110001110111111 0111001101010101010100110110110001110110101001111000010100000000000111110100001111100 0100000111100101011110010110100001110100011110100001000111110011100110000010001000001 1111000001101110100100001111000000101101000100101010110111010001011100011101111110111 0011010101010101001101101100011101101010011110000101000000000001111101000011111000100 0001111001010111100101101000011101000111101000010001111100111001100000100010000011111 0000011011101001000011110000001011010001001010101101110100010111000111011111101110011 0101010101010011011011000111011010100111100001010000001011010000111010110100010111000 Who builds the PyData Ecosystem? @jacobtomlinson.dev
2. What is PyData?
4. www.pyopensci.org
5. PyData Achievements
9. Some historical context
10. https://doi.org/10.1038/s41592-019-0686-2
14. https://www.youtube.com/watch?v=5nJVg8j11h0
15. Non Profits
17. Corporate Investment
18. PyData Global 2024 Sponsors
19. Startups
20. Startups born from PyData And many more…
21. Anyone can get involved
22. Come to the conferences and meetups
23. Learn to write minimal reproducible bug reports … code [in a bug report] should be … • Minimal – Use as little code as possible that still produces the same problem • Complete – Provide all parts needed to reproduce the problem • Verifiable – Test the code you’re about to provide to make sure it reproduces the problem Let’s be clear, this is hard and takes time. https://matthewrocklin.com/minimal-bug-reports.html
25. Contributing code
27. My first PyData contribution
30. https://jacobtomlinson.dev/talks/2023-09-24-pycon-uk-when-to-rebuild-things-that-already-exist/
33. 0000001111101000011111000100000111100101011110010110100001110100011110100001000111110 0111001100000100010000011111000001101110100100001111000000101101000100101010110111010 0010111000111011111101110011010101010101001101101100011101101010011110000101000000000 0011111010000111110001000001111001010111100101101000011101000111101000010001111100111 0011000001000100000111110000011011101001000011110000001011010001001010101101110100010 1110001110111111011100110101010101010011011011000111011010100111100001010000000000011 1110100001111100010000011110010101111001011010000111010001111010000100011111001110011 0000010001000001111100000110111010010000111100000010110100010010101011011101000101110 0011101111110111001101010101010100110110110001110110101001111000010100000000000111110 1000011111000100000111100101011110010110100001110100011110100001000111110011100110000 0100010000011111000001101110100100001111000000101101000100101010110111010001011100011 1011111101110011010101010101001101101100011101101010011110000101000000000001111101000 0111110001000001111001010111100101101000011101000111101000010001111100111001100000100 0100000111110000011011101001000011110000001011010001001010101101110100010111000111011 1111011100110101010101010011011011000111011010100111100001010000000000011111010000111 1100010000011110010101111001011010000111010001111010000100011111001110011000001000100 0001111100000110111010010000111100000010110100010010101011011101000101110001110111111 0111001101010101010100110110110001110110101001111000010100000000000111110100001111100 0100000111100101011110010110100001110100011110100001000111110011100110000010001000001 1111000001101110100100001111000000101101000100101010110111010001011100011101111110111 0011010101010101001101101100011101101010011110000101000000000001111101000011111000100 0001111001010111100101101000011101000111101000010001111100111001100000100010000011111 0000011011101001000011110000001011010001001010101101110100010111000111011111101110011 0101010101010011011011000111011010100111100001010000001011010000111010110100010111000 Thank You @jacobtomlinson.dev