In [1]:

    

%matplotlib inline
import csv
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
from retrosheet_controller import RetroSheetDataController
from stats_pitcher import StatsPitcher


    

    




/usr/local/opt/pyenv/versions/py3.5.0_hatteberg/lib/python3.5/site-packages/matplotlib/__init__.py:872: UserWarning: axes.color_cycle is deprecated and replaced with axes.prop_cycle; please use the latter.
  warnings.warn(self.msg_depr % (key, alt_key))

In [2]:

    

# Data controller
client = RetroSheetDataController()
# 分析用のUtilクラス(引数：RETROSHEETを取り扱う用のUtilクラス)
analyzer = StatsPitcher()


    

In [3]:

    

# Player IDを取得
player = client.get_player_data_one(2014, 'Jon', 'Lester')


    

In [4]:

    

lester_win = analyzer.win_of_month(player['PLAYER_ID'])


    

In [5]:

    

lester_win.plot()
plt.title('{first_name} {last_name}(Win)'.format(first_name=player['FIRST_NAME_TX'], last_name=player['LAST_NAME_TX']))
plt.legend(loc='best')
plt.xlabel('Month')
plt.ylabel('Win')
# plt.savefig('jon_lester_win.png') # ファイルに保存
plt.show()


    

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