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code-soccer-files

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최종 버전 다운로드 (.zip)

- 00_tooling.apkg
- 01_Intro.apkg
- 02_python.apkg
- 03_00_pandas_basic.apkg
- 03_01_pandas_columns.apkg
- 03_02_pandas_functions.apkg
- 03_03_pandas_filtering.apkg
- 03_04_pandas_granularity.apkg
- 03_05_pandas_combine.apkg
- 04_sql.apkg
- 05_scraping.apkg
- 06_stats.apkg
- 07_modeling.apkg
- 02_python.py
- 03_00_basics.py
- 03_01_columns.py
- 03_02_functions.py
- 03_03_filter.py
- 03_04_granularity.py
- 03_05_combine.py
- 04_sql.py
- 05_01_scraping.py
- 05_02_myff.py
- 05_02_wfb.py
- 05_03_api.py
- 05_03_fpl.py
- 06_01_summary.py
- 06_02_shot_chart.py
- 07_01_ols.py
- 07_02_coinflip.py
- 07_03_ols2.py
- 07_04_logit.py
- 07_05_random_forest.py
- - fpl.json
  - match.json
- events.csv
- geo.csv
- matches.csv
- player_match.csv
- players.csv
- refs.csv
- shots.csv
- soccer-data.sqlite
- soccer_field.png
- team_match.csv
- teams.csv
- 02_python_answers.py
- 03_pandas_answers.py
- 04_sql_answers.py
- 05_api_answers.py
- 05_scraping_answers.py
- 06_plotting_answers.py
- 07_modeling_answers.py
- 6-1a.png
- 6-1b.png
- 6-1c.png
- 6-1d.png
- 6-1e.png
- 6-2.png
- 6-2a.png
- 6-2b.png
.gitignore
README.md

// repository documentation

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# Learn to Code with Soccer — files

> [!NOTE]
> ## This book is now free!
> *Learn to Code with Soccer* is no longer for sale — it's free. It comes in two editions; grab whichever you prefer:
> - **[Soccer edition](https://github.com/nathanbraun/code-soccer-files/releases/download/book/learn-to-code-with-soccer.pdf)** — American terminology ("soccer").
> - **[Football edition](https://github.com/nathanbraun/code-soccer-files/releases/download/book/learn-to-code-with-football.pdf)** — for international readers, with "soccer" replaced by "football" throughout.
>
> The code you work through in the book is still in this repo (see below for how to grab it).
>
> Learning to code today? My newer, AI-era book is at **[techtoolsbook.com](https://techtoolsbook.com)**.

These are the files for the book [Learn to Code with Soccer](https://codewithsoccer.com).

If you're not familiar with Git or GitHub, no problem. Just click the `Source
code` link under the latest release to download the files.  This will download
a file called `code-soccer-files-vX.X.X.zip`, where X.X.X is the latest
version.

When you unzip these (note in the book I've dropped the version number and
renamed the directory just `code-soccer-files`, which you can do too)
you'll see four sub-directories: `code`, `data`, `anki`,
`solutions-to-excercises`.

You don't have to do anything with these right now except know where you put
them. For example, on my mac, I have them in my home directory:

`/Users/nathanbraun/code-soccer-files`

If I were using Windows, it might look like this:

`C:\Users\nathanbraun\code-soccer-files`

Set these aside for now and we'll pick them up in chapter 2.

## Changelog
### v0.3.2 (2025-02-28)
Added Spyder instructions for Intel Macs.

### v0.3.0 (2024-12-06)
Updated instructions for installing Python (now recc Spyder directly vs via
Anaconda). Also cover a few other options.

Minor typos and fixes.

### v0.2.0 (2024-06-18)
Cleaned up plotting chapter to avoid misc Seaborn warnings.

### v0.1.1 (2024-04-22)
Fix Pandas `mean` example. More: Pandas changed their defaults to throw an
error if you try to call this on string columns. Fixed example to explicitely
only call it on numeric data.

### v0.1.0 (2024-04-16)
Change scraping example to get data from worldfootball.net, since
myfootballfacts.com was no longer working.

### v0.0.17 (2024-03-12)
Fix some typos (thanks Dillion!)

### v0.0.16 (2024-03-04)
Fixed the answer to exercise 3.1.5 (thanks Akash!)

### v0.0.15 (2024-02-07)
Misc typos.

### v0.0.14 (2024-01-22)
Changed some terminology based on reader feedback (thanks Dillion!)

### v0.0.13 (2024-01-14)
Minor uupdates for clarity.

### v0.0.11 (2023-02-13)
Fixed some typos in the book. Thanks Paul!

### v0.0.9 (2023-02-13)
Fixed a typo in the book. Thanks Dan!

### v0.0.8 (2022-12-02)
Minor rewording.

### v0.0.7 (2022-09-16)
Clean up some misc non-soccer references in modeling chapter. Thanks x3 Ross!

### v0.0.6 (2022-09-16)
More edits to make sure book matches the code. You're on fire Ross!

Also changed the book image on SendOwl to be more grass-like green vs yellow.

### v0.0.5 (2022-09-12)
Fixed some out of date variable/sports references in merge and sql sections.
Thanks (again) Ross!

### v0.0.4 (2022-09-09)
Fixed a stray reference to the wrong football (American). Fixed an error in end
of chapter exercises for Pandas filter section. Thanks Ross!

### v0.0.3 (2022-08-17)
Fixed some typos. Thanks Jon!

### v0.0.2 (2022-07-22)
Added a football version for non-American readers, where I've subbed out
"soccer" and replaced it with "football" throughout the text. Comes with both
so read which you prefer.

### v0.0.1 (2022-07-22)
Adding this README!