https://github.com/totalhack/zillion-baseball

Use Zillion to analyze Baseball Statistics
https://github.com/totalhack/zillion-baseball

Last synced: 13 days ago
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Use Zillion to analyze Baseball Statistics

• Host: GitHub
• URL: https://github.com/totalhack/zillion-baseball
• Owner: totalhack
• License: mit
• Created: 2020-08-21T20:40:27.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2020-08-21T20:47:04.000Z (about 4 years ago)
• Last Synced: 2024-07-22T12:53:28.332Z (4 months ago)
• Language: Python
• Size: 5.86 KB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
Zillion Baseball

================

This is an example repo showing how one can use

[Zillion](https://github.com/totalhack/zillion) to analyze data from the

[Baseball Data Bank](https://github.com/chadwickbureau/baseballdatabank).

The `zillion` warehouse is defined in `zillion_baseball/baseball_warehouse.json`.

To see the available warehouse metrics, dimensions, and datasources try the

following from the `zillion_warehouse` directory:

```shell

$ python warehouse.py

"""

---- Warehouse

metrics:

  {

      'at_bats': ,

      'batting_average': ,

      'caught_stealing': ,

      'doubles': ,

      'games': ,

      ...

"""

```

To run reports on the command line use the `run_report.py` helper script. 

```shell

$ python run_report.py -m hits home_runs -d franchise_name -c '[("year", "=", "2018")]'

"""

                                  H   HR

Franchise Name                          

Arizona Diamondbacks           1283  176

Atlanta Braves                 1433  175

Baltimore Orioles              1317  188

Boston Red Sox                 1509  208

Chicago Cubs                   1453  167

Chicago White Sox              1332  182

...

"""

```

Use `--help` for more information. The output is simply a printed dataframe,

so data may be truncated in the terminal. 

> **Note:** this is meant to be a quick example. Zillion is still in its

infancy and is subject to rapid changes.